Mercurial > repos > ecology > ecology_stat_presence_abs
changeset 0:3a014aeffaec draft
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
| author | ecology |
|---|---|
| date | Tue, 27 Jul 2021 16:55:06 +0000 |
| parents | |
| children | 33ebde9a3633 |
| files | LICENSE.md graph_homogeneity_normality.r graph_link_var.r graph_pres_abs_abund.r graph_stat_presence_abs.r macro.xml stat_presence_abs.xml test-data/Data.tabular test-data/Missing_species.txt test-data/Reel_life_survey_fish_modif.tabular test-data/Reel_life_survey_fish_modif2.tabular test-data/data_frenchbbs.tabular test-data/levene.txt test-data/species.txt test-data/test_bbs2.txt test-data/test_fish2.tabular test-data/test_value_fish2.txt |
| diffstat | 17 files changed, 2776 insertions(+), 0 deletions(-) [+] |
line wrap: on
line diff
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/LICENSE.md Tue Jul 27 16:55:06 2021 +0000 @@ -0,0 +1,674 @@ + GNU GENERAL PUBLIC LICENSE + Version 3, 29 June 2007 + + Copyright (C) 2007 Free Software Foundation, Inc. <https://fsf.org/> + Everyone is permitted to copy and distribute verbatim copies + of this license document, but changing it is not allowed. + + Preamble + + The GNU General Public License is a free, copyleft license for +software and other kinds of works. + + The licenses for most software and other practical works are designed +to take away your freedom to share and change the works. By contrast, +the GNU General Public License is intended to guarantee your freedom to +share and change all versions of a program--to make sure it remains free +software for all its users. We, the Free Software Foundation, use the +GNU General Public License for most of our software; it applies also to +any other work released this way by its authors. You can apply it to +your programs, too. + + When we speak of free software, we are referring to freedom, not +price. Our General Public Licenses are designed to make sure that you +have the freedom to distribute copies of free software (and charge for +them if you wish), that you receive source code or can get it if you +want it, that you can change the software or use pieces of it in new +free programs, and that you know you can do these things. + + To protect your rights, we need to prevent others from denying you +these rights or asking you to surrender the rights. Therefore, you have +certain responsibilities if you distribute copies of the software, or if +you modify it: responsibilities to respect the freedom of others. + + For example, if you distribute copies of such a program, whether +gratis or for a fee, you must pass on to the recipients the same +freedoms that you received. You must make sure that they, too, receive +or can get the source code. And you must show them these terms so they +know their rights. + + Developers that use the GNU GPL protect your rights with two steps: +(1) assert copyright on the software, and (2) offer you this License +giving you legal permission to copy, distribute and/or modify it. + + For the developers' and authors' protection, the GPL clearly explains +that there is no warranty for this free software. For both users' and +authors' sake, the GPL requires that modified versions be marked as +changed, so that their problems will not be attributed erroneously to +authors of previous versions. + + Some devices are designed to deny users access to install or run +modified versions of the software inside them, although the manufacturer +can do so. This is fundamentally incompatible with the aim of +protecting users' freedom to change the software. The systematic +pattern of such abuse occurs in the area of products for individuals to +use, which is precisely where it is most unacceptable. Therefore, we +have designed this version of the GPL to prohibit the practice for those +products. If such problems arise substantially in other domains, we +stand ready to extend this provision to those domains in future versions +of the GPL, as needed to protect the freedom of users. + + Finally, every program is threatened constantly by software patents. +States should not allow patents to restrict development and use of +software on general-purpose computers, but in those that do, we wish to +avoid the special danger that patents applied to a free program could +make it effectively proprietary. To prevent this, the GPL assures that +patents cannot be used to render the program non-free. + + The precise terms and conditions for copying, distribution and +modification follow. + + TERMS AND CONDITIONS + + 0. Definitions. + + "This License" refers to version 3 of the GNU General Public License. + + "Copyright" also means copyright-like laws that apply to other kinds of +works, such as semiconductor masks. + + "The Program" refers to any copyrightable work licensed under this +License. Each licensee is addressed as "you". "Licensees" and +"recipients" may be individuals or organizations. + + To "modify" a work means to copy from or adapt all or part of the work +in a fashion requiring copyright permission, other than the making of an +exact copy. The resulting work is called a "modified version" of the +earlier work or a work "based on" the earlier work. + + A "covered work" means either the unmodified Program or a work based +on the Program. + + To "propagate" a work means to do anything with it that, without +permission, would make you directly or secondarily liable for +infringement under applicable copyright law, except executing it on a +computer or modifying a private copy. Propagation includes copying, +distribution (with or without modification), making available to the +public, and in some countries other activities as well. + + To "convey" a work means any kind of propagation that enables other +parties to make or receive copies. Mere interaction with a user through +a computer network, with no transfer of a copy, is not conveying. + + An interactive user interface displays "Appropriate Legal Notices" +to the extent that it includes a convenient and prominently visible +feature that (1) displays an appropriate copyright notice, and (2) +tells the user that there is no warranty for the work (except to the +extent that warranties are provided), that licensees may convey the +work under this License, and how to view a copy of this License. If +the interface presents a list of user commands or options, such as a +menu, a prominent item in the list meets this criterion. + + 1. Source Code. + + The "source code" for a work means the preferred form of the work +for making modifications to it. "Object code" means any non-source +form of a work. + + A "Standard Interface" means an interface that either is an official +standard defined by a recognized standards body, or, in the case of +interfaces specified for a particular programming language, one that +is widely used among developers working in that language. + + The "System Libraries" of an executable work include anything, other +than the work as a whole, that (a) is included in the normal form of +packaging a Major Component, but which is not part of that Major +Component, and (b) serves only to enable use of the work with that +Major Component, or to implement a Standard Interface for which an +implementation is available to the public in source code form. A +"Major Component", in this context, means a major essential component +(kernel, window system, and so on) of the specific operating system +(if any) on which the executable work runs, or a compiler used to +produce the work, or an object code interpreter used to run it. + + The "Corresponding Source" for a work in object code form means all +the source code needed to generate, install, and (for an executable +work) run the object code and to modify the work, including scripts to +control those activities. However, it does not include the work's +System Libraries, or general-purpose tools or generally available free +programs which are used unmodified in performing those activities but +which are not part of the work. For example, Corresponding Source +includes interface definition files associated with source files for +the work, and the source code for shared libraries and dynamically +linked subprograms that the work is specifically designed to require, +such as by intimate data communication or control flow between those +subprograms and other parts of the work. + + The Corresponding Source need not include anything that users +can regenerate automatically from other parts of the Corresponding +Source. + + The Corresponding Source for a work in source code form is that +same work. + + 2. Basic Permissions. + + All rights granted under this License are granted for the term of +copyright on the Program, and are irrevocable provided the stated +conditions are met. This License explicitly affirms your unlimited +permission to run the unmodified Program. The output from running a +covered work is covered by this License only if the output, given its +content, constitutes a covered work. This License acknowledges your +rights of fair use or other equivalent, as provided by copyright law. + + You may make, run and propagate covered works that you do not +convey, without conditions so long as your license otherwise remains +in force. You may convey covered works to others for the sole purpose +of having them make modifications exclusively for you, or provide you +with facilities for running those works, provided that you comply with +the terms of this License in conveying all material for which you do +not control copyright. Those thus making or running the covered works +for you must do so exclusively on your behalf, under your direction +and control, on terms that prohibit them from making any copies of +your copyrighted material outside their relationship with you. + + Conveying under any other circumstances is permitted solely under +the conditions stated below. Sublicensing is not allowed; section 10 +makes it unnecessary. + + 3. Protecting Users' Legal Rights From Anti-Circumvention Law. + + No covered work shall be deemed part of an effective technological +measure under any applicable law fulfilling obligations under article +11 of the WIPO copyright treaty adopted on 20 December 1996, or +similar laws prohibiting or restricting circumvention of such +measures. + + When you convey a covered work, you waive any legal power to forbid +circumvention of technological measures to the extent such circumvention +is effected by exercising rights under this License with respect to +the covered work, and you disclaim any intention to limit operation or +modification of the work as a means of enforcing, against the work's +users, your or third parties' legal rights to forbid circumvention of +technological measures. + + 4. Conveying Verbatim Copies. + + You may convey verbatim copies of the Program's source code as you +receive it, in any medium, provided that you conspicuously and +appropriately publish on each copy an appropriate copyright notice; +keep intact all notices stating that this License and any +non-permissive terms added in accord with section 7 apply to the code; +keep intact all notices of the absence of any warranty; and give all +recipients a copy of this License along with the Program. + + You may charge any price or no price for each copy that you convey, +and you may offer support or warranty protection for a fee. + + 5. Conveying Modified Source Versions. + + You may convey a work based on the Program, or the modifications to +produce it from the Program, in the form of source code under the +terms of section 4, provided that you also meet all of these conditions: + + a) The work must carry prominent notices stating that you modified + it, and giving a relevant date. + + b) The work must carry prominent notices stating that it is + released under this License and any conditions added under section + 7. This requirement modifies the requirement in section 4 to + "keep intact all notices". + + c) You must license the entire work, as a whole, under this + License to anyone who comes into possession of a copy. This + License will therefore apply, along with any applicable section 7 + additional terms, to the whole of the work, and all its parts, + regardless of how they are packaged. This License gives no + permission to license the work in any other way, but it does not + invalidate such permission if you have separately received it. + + d) If the work has interactive user interfaces, each must display + Appropriate Legal Notices; however, if the Program has interactive + interfaces that do not display Appropriate Legal Notices, your + work need not make them do so. + + A compilation of a covered work with other separate and independent +works, which are not by their nature extensions of the covered work, +and which are not combined with it such as to form a larger program, +in or on a volume of a storage or distribution medium, is called an +"aggregate" if the compilation and its resulting copyright are not +used to limit the access or legal rights of the compilation's users +beyond what the individual works permit. Inclusion of a covered work +in an aggregate does not cause this License to apply to the other +parts of the aggregate. + + 6. Conveying Non-Source Forms. + + You may convey a covered work in object code form under the terms +of sections 4 and 5, provided that you also convey the +machine-readable Corresponding Source under the terms of this License, +in one of these ways: + + a) Convey the object code in, or embodied in, a physical product + (including a physical distribution medium), accompanied by the + Corresponding Source fixed on a durable physical medium + customarily used for software interchange. + + b) Convey the object code in, or embodied in, a physical product + (including a physical distribution medium), accompanied by a + written offer, valid for at least three years and valid for as + long as you offer spare parts or customer support for that product + model, to give anyone who possesses the object code either (1) a + copy of the Corresponding Source for all the software in the + product that is covered by this License, on a durable physical + medium customarily used for software interchange, for a price no + more than your reasonable cost of physically performing this + conveying of source, or (2) access to copy the + Corresponding Source from a network server at no charge. + + c) Convey individual copies of the object code with a copy of the + written offer to provide the Corresponding Source. This + alternative is allowed only occasionally and noncommercially, and + only if you received the object code with such an offer, in accord + with subsection 6b. + + d) Convey the object code by offering access from a designated + place (gratis or for a charge), and offer equivalent access to the + Corresponding Source in the same way through the same place at no + further charge. You need not require recipients to copy the + Corresponding Source along with the object code. If the place to + copy the object code is a network server, the Corresponding Source + may be on a different server (operated by you or a third party) + that supports equivalent copying facilities, provided you maintain + clear directions next to the object code saying where to find the + Corresponding Source. Regardless of what server hosts the + Corresponding Source, you remain obligated to ensure that it is + available for as long as needed to satisfy these requirements. + + e) Convey the object code using peer-to-peer transmission, provided + you inform other peers where the object code and Corresponding + Source of the work are being offered to the general public at no + charge under subsection 6d. + + A separable portion of the object code, whose source code is excluded +from the Corresponding Source as a System Library, need not be +included in conveying the object code work. + + A "User Product" is either (1) a "consumer product", which means any +tangible personal property which is normally used for personal, family, +or household purposes, or (2) anything designed or sold for incorporation +into a dwelling. In determining whether a product is a consumer product, +doubtful cases shall be resolved in favor of coverage. For a particular +product received by a particular user, "normally used" refers to a +typical or common use of that class of product, regardless of the status +of the particular user or of the way in which the particular user +actually uses, or expects or is expected to use, the product. A product +is a consumer product regardless of whether the product has substantial +commercial, industrial or non-consumer uses, unless such uses represent +the only significant mode of use of the product. + + "Installation Information" for a User Product means any methods, +procedures, authorization keys, or other information required to install +and execute modified versions of a covered work in that User Product from +a modified version of its Corresponding Source. The information must +suffice to ensure that the continued functioning of the modified object +code is in no case prevented or interfered with solely because +modification has been made. + + If you convey an object code work under this section in, or with, or +specifically for use in, a User Product, and the conveying occurs as +part of a transaction in which the right of possession and use of the +User Product is transferred to the recipient in perpetuity or for a +fixed term (regardless of how the transaction is characterized), the +Corresponding Source conveyed under this section must be accompanied +by the Installation Information. But this requirement does not apply +if neither you nor any third party retains the ability to install +modified object code on the User Product (for example, the work has +been installed in ROM). + + The requirement to provide Installation Information does not include a +requirement to continue to provide support service, warranty, or updates +for a work that has been modified or installed by the recipient, or for +the User Product in which it has been modified or installed. Access to a +network may be denied when the modification itself materially and +adversely affects the operation of the network or violates the rules and +protocols for communication across the network. + + Corresponding Source conveyed, and Installation Information provided, +in accord with this section must be in a format that is publicly +documented (and with an implementation available to the public in +source code form), and must require no special password or key for +unpacking, reading or copying. + + 7. Additional Terms. + + "Additional permissions" are terms that supplement the terms of this +License by making exceptions from one or more of its conditions. +Additional permissions that are applicable to the entire Program shall +be treated as though they were included in this License, to the extent +that they are valid under applicable law. If additional permissions +apply only to part of the Program, that part may be used separately +under those permissions, but the entire Program remains governed by +this License without regard to the additional permissions. + + When you convey a copy of a covered work, you may at your option +remove any additional permissions from that copy, or from any part of +it. (Additional permissions may be written to require their own +removal in certain cases when you modify the work.) You may place +additional permissions on material, added by you to a covered work, +for which you have or can give appropriate copyright permission. + + Notwithstanding any other provision of this License, for material you +add to a covered work, you may (if authorized by the copyright holders of +that material) supplement the terms of this License with terms: + + a) Disclaiming warranty or limiting liability differently from the + terms of sections 15 and 16 of this License; or + + b) Requiring preservation of specified reasonable legal notices or + author attributions in that material or in the Appropriate Legal + Notices displayed by works containing it; or + + c) Prohibiting misrepresentation of the origin of that material, or + requiring that modified versions of such material be marked in + reasonable ways as different from the original version; or + + d) Limiting the use for publicity purposes of names of licensors or + authors of the material; or + + e) Declining to grant rights under trademark law for use of some + trade names, trademarks, or service marks; or + + f) Requiring indemnification of licensors and authors of that + material by anyone who conveys the material (or modified versions of + it) with contractual assumptions of liability to the recipient, for + any liability that these contractual assumptions directly impose on + those licensors and authors. + + All other non-permissive additional terms are considered "further +restrictions" within the meaning of section 10. If the Program as you +received it, or any part of it, contains a notice stating that it is +governed by this License along with a term that is a further +restriction, you may remove that term. If a license document contains +a further restriction but permits relicensing or conveying under this +License, you may add to a covered work material governed by the terms +of that license document, provided that the further restriction does +not survive such relicensing or conveying. + + If you add terms to a covered work in accord with this section, you +must place, in the relevant source files, a statement of the +additional terms that apply to those files, or a notice indicating +where to find the applicable terms. + + Additional terms, permissive or non-permissive, may be stated in the +form of a separately written license, or stated as exceptions; +the above requirements apply either way. + + 8. Termination. + + You may not propagate or modify a covered work except as expressly +provided under this License. Any attempt otherwise to propagate or +modify it is void, and will automatically terminate your rights under +this License (including any patent licenses granted under the third +paragraph of section 11). + + However, if you cease all violation of this License, then your +license from a particular copyright holder is reinstated (a) +provisionally, unless and until the copyright holder explicitly and +finally terminates your license, and (b) permanently, if the copyright +holder fails to notify you of the violation by some reasonable means +prior to 60 days after the cessation. + + Moreover, your license from a particular copyright holder is +reinstated permanently if the copyright holder notifies you of the +violation by some reasonable means, this is the first time you have +received notice of violation of this License (for any work) from that +copyright holder, and you cure the violation prior to 30 days after +your receipt of the notice. + + Termination of your rights under this section does not terminate the +licenses of parties who have received copies or rights from you under +this License. If your rights have been terminated and not permanently +reinstated, you do not qualify to receive new licenses for the same +material under section 10. + + 9. Acceptance Not Required for Having Copies. + + You are not required to accept this License in order to receive or +run a copy of the Program. Ancillary propagation of a covered work +occurring solely as a consequence of using peer-to-peer transmission +to receive a copy likewise does not require acceptance. However, +nothing other than this License grants you permission to propagate or +modify any covered work. These actions infringe copyright if you do +not accept this License. Therefore, by modifying or propagating a +covered work, you indicate your acceptance of this License to do so. + + 10. Automatic Licensing of Downstream Recipients. + + Each time you convey a covered work, the recipient automatically +receives a license from the original licensors, to run, modify and +propagate that work, subject to this License. You are not responsible +for enforcing compliance by third parties with this License. + + An "entity transaction" is a transaction transferring control of an +organization, or substantially all assets of one, or subdividing an +organization, or merging organizations. If propagation of a covered +work results from an entity transaction, each party to that +transaction who receives a copy of the work also receives whatever +licenses to the work the party's predecessor in interest had or could +give under the previous paragraph, plus a right to possession of the +Corresponding Source of the work from the predecessor in interest, if +the predecessor has it or can get it with reasonable efforts. + + You may not impose any further restrictions on the exercise of the +rights granted or affirmed under this License. For example, you may +not impose a license fee, royalty, or other charge for exercise of +rights granted under this License, and you may not initiate litigation +(including a cross-claim or counterclaim in a lawsuit) alleging that +any patent claim is infringed by making, using, selling, offering for +sale, or importing the Program or any portion of it. + + 11. Patents. + + A "contributor" is a copyright holder who authorizes use under this +License of the Program or a work on which the Program is based. The +work thus licensed is called the contributor's "contributor version". + + A contributor's "essential patent claims" are all patent claims +owned or controlled by the contributor, whether already acquired or +hereafter acquired, that would be infringed by some manner, permitted +by this License, of making, using, or selling its contributor version, +but do not include claims that would be infringed only as a +consequence of further modification of the contributor version. For +purposes of this definition, "control" includes the right to grant +patent sublicenses in a manner consistent with the requirements of +this License. + + Each contributor grants you a non-exclusive, worldwide, royalty-free +patent license under the contributor's essential patent claims, to +make, use, sell, offer for sale, import and otherwise run, modify and +propagate the contents of its contributor version. + + In the following three paragraphs, a "patent license" is any express +agreement or commitment, however denominated, not to enforce a patent +(such as an express permission to practice a patent or covenant not to +sue for patent infringement). To "grant" such a patent license to a +party means to make such an agreement or commitment not to enforce a +patent against the party. + + If you convey a covered work, knowingly relying on a patent license, +and the Corresponding Source of the work is not available for anyone +to copy, free of charge and under the terms of this License, through a +publicly available network server or other readily accessible means, +then you must either (1) cause the Corresponding Source to be so +available, or (2) arrange to deprive yourself of the benefit of the +patent license for this particular work, or (3) arrange, in a manner +consistent with the requirements of this License, to extend the patent +license to downstream recipients. "Knowingly relying" means you have +actual knowledge that, but for the patent license, your conveying the +covered work in a country, or your recipient's use of the covered work +in a country, would infringe one or more identifiable patents in that +country that you have reason to believe are valid. + + If, pursuant to or in connection with a single transaction or +arrangement, you convey, or propagate by procuring conveyance of, a +covered work, and grant a patent license to some of the parties +receiving the covered work authorizing them to use, propagate, modify +or convey a specific copy of the covered work, then the patent license +you grant is automatically extended to all recipients of the covered +work and works based on it. + + A patent license is "discriminatory" if it does not include within +the scope of its coverage, prohibits the exercise of, or is +conditioned on the non-exercise of one or more of the rights that are +specifically granted under this License. You may not convey a covered +work if you are a party to an arrangement with a third party that is +in the business of distributing software, under which you make payment +to the third party based on the extent of your activity of conveying +the work, and under which the third party grants, to any of the +parties who would receive the covered work from you, a discriminatory +patent license (a) in connection with copies of the covered work +conveyed by you (or copies made from those copies), or (b) primarily +for and in connection with specific products or compilations that +contain the covered work, unless you entered into that arrangement, +or that patent license was granted, prior to 28 March 2007. + + Nothing in this License shall be construed as excluding or limiting +any implied license or other defenses to infringement that may +otherwise be available to you under applicable patent law. + + 12. No Surrender of Others' Freedom. + + If conditions are imposed on you (whether by court order, agreement or +otherwise) that contradict the conditions of this License, they do not +excuse you from the conditions of this License. If you cannot convey a +covered work so as to satisfy simultaneously your obligations under this +License and any other pertinent obligations, then as a consequence you may +not convey it at all. For example, if you agree to terms that obligate you +to collect a royalty for further conveying from those to whom you convey +the Program, the only way you could satisfy both those terms and this +License would be to refrain entirely from conveying the Program. + + 13. Use with the GNU Affero General Public License. + + Notwithstanding any other provision of this License, you have +permission to link or combine any covered work with a work licensed +under version 3 of the GNU Affero General Public License into a single +combined work, and to convey the resulting work. The terms of this +License will continue to apply to the part which is the covered work, +but the special requirements of the GNU Affero General Public License, +section 13, concerning interaction through a network will apply to the +combination as such. + + 14. Revised Versions of this License. + + The Free Software Foundation may publish revised and/or new versions of +the GNU General Public License from time to time. Such new versions will +be similar in spirit to the present version, but may differ in detail to +address new problems or concerns. + + Each version is given a distinguishing version number. If the +Program specifies that a certain numbered version of the GNU General +Public License "or any later version" applies to it, you have the +option of following the terms and conditions either of that numbered +version or of any later version published by the Free Software +Foundation. If the Program does not specify a version number of the +GNU General Public License, you may choose any version ever published +by the Free Software Foundation. + + If the Program specifies that a proxy can decide which future +versions of the GNU General Public License can be used, that proxy's +public statement of acceptance of a version permanently authorizes you +to choose that version for the Program. + + Later license versions may give you additional or different +permissions. However, no additional obligations are imposed on any +author or copyright holder as a result of your choosing to follow a +later version. + + 15. Disclaimer of Warranty. + + THERE IS NO WARRANTY FOR THE PROGRAM, TO THE EXTENT PERMITTED BY +APPLICABLE LAW. EXCEPT WHEN OTHERWISE STATED IN WRITING THE COPYRIGHT +HOLDERS AND/OR OTHER PARTIES PROVIDE THE PROGRAM "AS IS" WITHOUT WARRANTY +OF ANY KIND, EITHER EXPRESSED OR IMPLIED, INCLUDING, BUT NOT LIMITED TO, +THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR +PURPOSE. THE ENTIRE RISK AS TO THE QUALITY AND PERFORMANCE OF THE PROGRAM +IS WITH YOU. SHOULD THE PROGRAM PROVE DEFECTIVE, YOU ASSUME THE COST OF +ALL NECESSARY SERVICING, REPAIR OR CORRECTION. + + 16. Limitation of Liability. + + IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN WRITING +WILL ANY COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MODIFIES AND/OR CONVEYS +THE PROGRAM AS PERMITTED ABOVE, BE LIABLE TO YOU FOR DAMAGES, INCLUDING ANY +GENERAL, SPECIAL, INCIDENTAL OR CONSEQUENTIAL DAMAGES ARISING OUT OF THE +USE OR INABILITY TO USE THE PROGRAM (INCLUDING BUT NOT LIMITED TO LOSS OF +DATA OR DATA BEING RENDERED INACCURATE OR LOSSES SUSTAINED BY YOU OR THIRD +PARTIES OR A FAILURE OF THE PROGRAM TO OPERATE WITH ANY OTHER PROGRAMS), +EVEN IF SUCH HOLDER OR OTHER PARTY HAS BEEN ADVISED OF THE POSSIBILITY OF +SUCH DAMAGES. + + 17. Interpretation of Sections 15 and 16. + + If the disclaimer of warranty and limitation of liability provided +above cannot be given local legal effect according to their terms, +reviewing courts shall apply local law that most closely approximates +an absolute waiver of all civil liability in connection with the +Program, unless a warranty or assumption of liability accompanies a +copy of the Program in return for a fee. + + END OF TERMS AND CONDITIONS + + How to Apply These Terms to Your New Programs + + If you develop a new program, and you want it to be of the greatest +possible use to the public, the best way to achieve this is to make it +free software which everyone can redistribute and change under these terms. + + To do so, attach the following notices to the program. It is safest +to attach them to the start of each source file to most effectively +state the exclusion of warranty; and each file should have at least +the "copyright" line and a pointer to where the full notice is found. + + <one line to give the program's name and a brief idea of what it does.> + Copyright (C) <year> <name of author> + + This program is free software: you can redistribute it and/or modify + it under the terms of the GNU General Public License as published by + the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. + + This program is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU General Public License for more details. + + You should have received a copy of the GNU General Public License + along with this program. If not, see <https://www.gnu.org/licenses/>. + +Also add information on how to contact you by electronic and paper mail. + + If the program does terminal interaction, make it output a short +notice like this when it starts in an interactive mode: + + <program> Copyright (C) <year> <name of author> + This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'. + This is free software, and you are welcome to redistribute it + under certain conditions; type `show c' for details. + +The hypothetical commands `show w' and `show c' should show the appropriate +parts of the General Public License. Of course, your program's commands +might be different; for a GUI interface, you would use an "about box". + + You should also get your employer (if you work as a programmer) or school, +if any, to sign a "copyright disclaimer" for the program, if necessary. +For more information on this, and how to apply and follow the GNU GPL, see +<https://www.gnu.org/licenses/>. + + The GNU General Public License does not permit incorporating your program +into proprietary programs. If your program is a subroutine library, you +may consider it more useful to permit linking proprietary applications with +the library. If this is what you want to do, use the GNU Lesser General +Public License instead of this License. But first, please read +<https://www.gnu.org/licenses/why-not-lgpl.html>.
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/graph_homogeneity_normality.r Tue Jul 27 16:55:06 2021 +0000 @@ -0,0 +1,130 @@ +#Rscript + +####################################### +## Homogeneity and normality ## +####################################### + +#####Packages : car +# ggplot2 +# ggpubr +# Cowplot + +#####Load arguments + +args <- commandArgs(trailingOnly = TRUE) + +if (length(args) == 0) { + stop("This tool needs at least one argument") +}else{ + table <- args[1] + hr <- args[2] + date <- as.numeric(args[3]) + spe <- as.numeric(args[4]) + var <- as.numeric(args[5]) +} + +if (hr == "false") { + hr <- FALSE +}else{ + hr <- TRUE +} + +#####Import data +data <- read.table(table, sep = "\t", dec = ".", header = hr, fill = TRUE, encoding = "UTF-8") +data <- na.omit(data) +coldate <- colnames(data)[date] +colspe <- colnames(data)[spe] +colvar <- colnames(data)[var] + +#####Your analysis + +####Homogeneity of the variance#### + +##Test of Levene## +testlevene <- function(data, col1, col2) { + data[, col1] <- as.numeric(data[, col1]) + data[, col2] <- as.factor(data[, col2]) + tb_levene <- car::leveneTest(y = data[, col1], group = data[, col2]) + + return(tb_levene) + } +levene <- capture.output(testlevene(data = data, col1 = colvar, col2 = colspe)) + +cat("\nwrite table with levene test. \n--> \"", paste(levene, "\"\n", sep = ""), file = "levene.txt", sep = "", append = TRUE) + +##Two boxplots to visualize it## + +homog_var <- function(data, col1, col2, col3, mult) { + data[, col1] <- as.factor(data[, col1]) + if (mult) { + for (spe in unique(data[, col2])) { + data_cut <- data[data[, col2] == spe, ] + graph_2 <- ggplot2::ggplot(data_cut, ggplot2::aes_string(x = col1, y = col3, color = col1)) + + ggplot2::geom_boxplot() + + ggplot2::theme(legend.position = "none", axis.text.x = ggplot2::element_text(angle = 90, vjust = 0.5, hjust = 1), panel.background = ggplot2::element_rect(fill = "#d9d4c5", colour = "#d9d4c5", linetype = "solid"), + panel.grid.major = ggplot2::element_line(linetype = "solid", colour = "white"), + panel.grid.minor = ggplot2::element_line(linetype = "solid", colour = "white")) + + ggplot2::ggsave(paste("Homogeneity_of_", spe, ".png"), graph_2, width = 16, height = 9, units = "cm") + } + }else{ + graph_1 <- ggplot2::ggplot(data, ggplot2::aes_string(x = col1, y = col3, color = col1)) + + ggplot2::geom_boxplot() + + ggplot2::theme(legend.position = "none", axis.text.x = ggplot2::element_text(angle = 90, vjust = 0.5, hjust = 1)) + + #Put multiple panels + graph_2 <- graph_1 + ggplot2::facet_grid(rows = ggplot2::vars(data[, col2]), scales = "free") + + ggplot2::theme(panel.background = ggplot2::element_rect(fill = "#d9d4c5", colour = "#d9d4c5", linetype = "solid"), + panel.grid.major = ggplot2::element_line(linetype = "solid", colour = "white"), + panel.grid.minor = ggplot2::element_line(linetype = "solid", colour = "white")) + + ggplot2::ggsave("Homogeneity.png", graph_2, width = 16, height = 9, units = "cm") + } +} + +####Normality of the distribution#### +# Kolmogorov-Smirnov test + +ks <- capture.output(ks.test(x = data[, var], y = "pnorm", alternative = "two.sided")) + +cat("\nwrite table with Kolmogorov-Smirnov test. \n--> \"", paste(ks, "\"\n", sep = ""), file = "ks.txt", sep = "", append = TRUE) + +#Histogramm with distribution line +graph_hist <- function(data, var1) { + graph_hist <- ggplot2::ggplot(data) + + ggplot2::geom_histogram(ggplot2::aes_string(x = var1), binwidth = 2, color = "black", fill = "white") + + ggplot2::geom_density(ggplot2::aes_string(var1), alpha = 0.12, fill = "red") + + ggplot2::ggtitle("Distribution histogram") + +return(graph_hist) +} + +#Add the mean dashed line +add_mean <- function(graph, var1) { + graph_mean <- graph + ggplot2::geom_vline(xintercept = mean(data[, var1]), + color = "midnightblue", linetype = "dashed", size = 1) + +return(graph_mean) +} + +#Adding a QQplot +graph_qqplot <- function(data, var1) { + graph2 <- ggpubr::ggqqplot(data, var1, color = "midnightblue") + ggplot2::ggtitle("Q-Q plot") + +return(graph2) +} + +#On suppose que les données sont distribuées normalement lorsque les points suivent approximativement la ligne de référence à 45 degrés. + +graph_fin <- function(graph1, graph2) { + graph <- cowplot::plot_grid(graph1, graph2, ncol = 2, nrow = 1) + + ggplot2::ggsave("Normal_distribution.png", graph, width = 10, height = 7, units = "cm") +} + +mult <- ifelse(length(unique(data[, colspe])) == 2, FALSE, TRUE) +homog_var(data, col1 = coldate, col2 = colspe, col3 = colvar, mult = mult) + +graph_hist1 <- graph_hist(data, var1 = colvar) +graph_mean <- add_mean(graph = graph_hist1, var1 = colvar) +graph_fin(graph1 = graph_mean, graph2 = graph_qqplot(data, var1 = colvar))
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/graph_link_var.r Tue Jul 27 16:55:06 2021 +0000 @@ -0,0 +1,296 @@ +#Rscript + +################################################ +## Link between variables and themselves ## +################################################ + +#####Packages : ggplot2 +# Cowplot +# Car +# faraway +# dplyr +# GGally +# FactoMiner +# factoextra +# ggcorrplot + +#####Load arguments + +args <- commandArgs(trailingOnly = TRUE) + +if (length(args) == 0) { + stop("This tool needs at least one argument") +}else{ + table <- args[1] + hr <- args[2] + colli <- as.logical(args[3]) + vif <- as.logical(args[4]) + pca <- as.logical(args[5]) + interr <- as.logical(args[6]) + auto <- as.logical(args[7]) + spe <- as.numeric(args[8]) + col <- as.numeric(strsplit(args[9], ",")[[1]]) + var <- as.numeric(args[10]) + var2 <- as.numeric(args[11]) + var4 <- as.numeric(args[12]) +} + +if (hr == "false") { + hr <- FALSE +}else{ + hr <- TRUE +} + +if (length(col) == 1) { +stop("Please select two or more numerical columns") +} + +#####Import data +data <- read.table(table, sep = "\t", dec = ".", header = hr, fill = TRUE, encoding = "UTF-8") +if (vif | pca) { +data_active <- data[col] +#Define the active individuals and the active variables for the PCA +} + +if (colli | interr) { +colspe <- colnames(data)[spe] +} + +if (colli) { +data_num <- data[col] +data_num$species <- data[, spe] +data_num <- data_num[grep("^$", data_num$spe, invert = TRUE), ] +} + +if (interr | auto) { +colvar <- colnames(data)[var] +} + +if (interr) { +colvar2 <- colnames(data)[var2] +colvar4 <- colnames(data)[var4] +} + +#####Your analysis + +####Independence of the observations#### + +acf_tb <- function(data, var) { +obj <- acf(data[, var], na.action = na.pass) + return(obj) +} + +acf_df <- function(data, var) { + +tb <- data.frame(acf = acf_tb(data, var)$acf, lag = acf_tb(data, var)$lag) + + return(tb) # Lag: intervalle temporel entre mesures, fréquence à laquelle on mesure l'auto corrélation. +# ACF: indépendance temporelle +} + +autocorr <- function(var1, var2) { + cat("\nACF\n", var2$acf, file = "acf.txt", fill = 1, append = TRUE) + graph <- ggplot2::ggplot() + + ggplot2::geom_bar(ggplot2::aes(x = var2$lag, y = var2$acf), stat = "identity", position = "identity", fill = "midnightblue") + + ggplot2::geom_hline(mapping = ggplot2::aes(yintercept = qnorm((1 + 0.95) / 2) / sqrt(var1$n.used)), + linetype = "dashed") + # calcul interval de confiance à 95% sans correction du bruit blanc. + ggplot2::geom_hline(mapping = ggplot2::aes(yintercept = -qnorm((1 + 0.95) / 2) / sqrt(var1$n.used)), linetype = "dashed") + ggplot2::labs(title = "Autocorrelation") + ggplot2::xlab("lag") + ggplot2::ylab("acf") + ggplot2::theme(plot.title = ggplot2::element_text(hjust = 0.5)) + + ggplot2::ggsave("autocorrelation.png", graph) +} + +####Interractions#### + +graph <- function(data, var1, var2, var3) { + graph <- ggplot2::ggplot(data, ggplot2::aes_string(x = var1, y = var2, group = var3, color = var3)) + + ggplot2::geom_point() + + ggplot2::geom_smooth(method = lm, se = FALSE) + + ggplot2::theme(plot.title = ggplot2::element_text(color = "black", size = 12, face = "bold")) + +return(graph) +} + +# Put multiple panels +interraction <- function(data, var1, var2, var3, var4) { + cat("\nSpecies\n", spe, file = "Species.txt", fill = 1, append = TRUE) + if (mult1) { + for (spe in unique(data[, var3])) { + data_cut <- data[data[, var3] == spe, ] + mult_graph <- graph(data_cut, var1, var2, var3) + ggplot2::facet_grid(cols = ggplot2::vars(data_cut[, var4]), scales = "free") + + cowplot::background_grid(major = "xy", minor = "none") + + cowplot::panel_border() + ggplot2::ggtitle("Interactions") + + ggplot2::ggsave(paste("interaction_of_", spe, ".png"), mult_graph, width = 10, height = 7) + } + }else{ + mult_graph <- graph(data, var1, var2, var3) + ggplot2::facet_grid(rows = ggplot2::vars(data[, var3]), cols = ggplot2::vars(data[, var4]), scales = "free") + + cowplot::background_grid(major = "xy", minor = "none") + + cowplot::panel_border() + ggplot2::ggtitle("Interactions") + + ggplot2::ggsave("interraction.png", mult_graph) + } +} + +####Collinearity among covariates#### +# Create the plots + +coli <- function(data, var) { + if (mult2) { + cat("\nThere is not enough data on these species they appear too few times in the tabular-file\n", file = "Data.txt", fill = 1, append = TRUE) + for (spe in unique(data$species)) { + nb_spe <- sum(data$species == spe) + if (nb_spe <= 2) { + cat(spe, file = "Data.txt", fill = 1, append = TRUE) + }else{ + data_cut <- data[data$species == spe, ] + nb <- ncol(data_cut) + data_num <- data_cut[, -nb] + graph <- GGally::ggpairs(data_num, ggplot2::aes(color = data_cut$species), + lower = list(continuous = "points"), axisLabels = "internal") + + ggplot2::ggsave(paste0("collinarity_of_", spe, ".png"), graph, width = 20, height = 15) + } + } + + }else{ + nb <- ncol(data) + data_cut <- data[, -nb] + graph <- GGally::ggpairs(data_cut, ggplot2::aes(color = data[, var]), + lower = list(continuous = "points"), axisLabels = "internal") + + ggplot2::scale_colour_manual(values = c("#00AFBB", "#E7B800", "#FC4E07")) + + ggplot2::scale_fill_manual(values = c("#00AFBB", "#E7B800", "#FC4E07")) + + ggplot2::ggsave("collinarity.png", graph) + } +} + +####PCA method#### + +plot_pca <- function(data) { + #Correlation circle + graph_corr <- factoextra::fviz_pca_var(active_data(data), col.var = "cos2", + gradient.cols = c("#00AFBB", "#E7B800", "#FC4E07"), + repel = TRUE #Avoid text overlap + ) + ggplot2::ggsave("Pca_circle.png", graph_corr) +} + +plot_qual <- function(data) { + #PCA results for variables + var <- factoextra::get_pca_var(active_data(data)) + + #representation quality + graph_quality <- ggcorrplot::ggcorrplot(var$cos2[!apply(var$cos2, 1, anyNA), ], method = "circle", + ggtheme = ggplot2::theme_gray, + colors = c("#00AFBB", "#E7B800", "#FC4E07")) + + ggplot2::ggsave("Pca_quality.png", graph_quality) +} + +#### Variance inflation factor #### + +myvif <- function(mod) { + v <- vcov(mod) + assign <- attributes(model.matrix(mod))$assign + if (names(coefficients(mod)[1]) == "(Intercept)") { + v <- v[-1, -1] + assign <- assign[-1] + } else warning("No intercept: vifs may not be sensible.") + terms <- labels(terms(mod)) + n_terms <- length(terms) + if (n_terms < 2) stop("The model contains fewer than 2 terms") + if (length(assign) > dim(v)[1]) { + diag(tmp_cor) <- 0 + if (any(tmp_cor == 1.0)) { + return("Sample size is too small, 100% collinearity is present") + } else { + return("Sample size is too small") + } + } + r <- cov2cor(v) + detr <- det(r) + result <- matrix(0, n_terms, 3) + rownames(result) <- terms + colnames(result) <- c("GVIF", "Df", "GVIF^(1/2Df)") + for (term in 1:n_terms) { + subs <- which(assign == term) + result[term, 1] <- det(as.matrix(r[subs, subs])) * det(as.matrix(r[-subs, -subs])) / detr + result[term, 2] <- length(subs) + } + if (all(result[, 2] == 1)) { + result <- data.frame(GVIF = result[, 1]) + } else { + result[, 3] <- result[, 1] ^ (1 / (2 * result[, 2])) + } + invisible(result) +} +corvif1 <- function(dataz) { + dataz <- as.data.frame(dataz) + #correlation part + tmp_cor <- cor(dataz, use = "complete.obs") + return(tmp_cor) +} +corvif2 <- function(dataz) { + dataz <- as.data.frame(dataz) + #vif part + form <- formula(paste("fooy ~ ", paste(strsplit(names(dataz), " "), collapse = " + "))) + dataz <- data.frame(fooy = 1, dataz) + lm_mod <- lm(form, dataz) + + return(myvif(lm_mod)) +} + +#Autocorrelation +if (auto) { +obj1 <- acf_tb(data, var = colvar) +obj2 <- acf_df(data, var = colvar) +autocorr(var1 = obj1, var2 = obj2) +} + +if (interr) { +#Interractions +mult1 <- ifelse(length(unique(data[, colspe])) <= 6, FALSE, TRUE) +interraction(data, var1 = colvar, var2 = colvar2, var3 = colspe, var4 = colvar4) +} + +#Collinearity +if (colli) { +mult2 <- ifelse(length(unique(data[, spe])) < 3, FALSE, TRUE) +coli(data = data_num, var = spe) +} + +#PCA +if (pca) { +active_data <- function(data) { + #Calcul of PCA for the active data + res_pca <- FactoMineR::PCA(data, graph = FALSE) + +return(res_pca) +} + +#eigenvalue +eig_val <- capture.output(factoextra::get_eigenvalue(active_data(data_active))) + +cat("\nwrite table with eigenvalue. \n--> \"", paste(eig_val, "\"\n", sep = ""), file = "valeurs.txt", sep = "", append = TRUE) + +plot_pca(data_active) +plot_qual(data_active) +} + +#VIF +if (vif) { +#Compute 2 tables# +tb_corr <- as.data.frame(corvif1(dataz = data_active)) +tb_corr <- cbind(x = rownames(tb_corr), tb_corr) +tb_vif <- corvif2(dataz = data_active) + +write.table(tb_corr, "corr.tabular", row.names = FALSE, quote = FALSE, sep = "\t", dec = ".", fileEncoding = "UTF-8") + +if (all(is.na(tb_vif))) { + tb_vif <- NULL + cat("Vif couldn't be calculated, selected data isn't correlated") +}else{ +write.table(tb_vif, "vif.tabular", row.names = FALSE, quote = FALSE, sep = "\t", dec = ".", fileEncoding = "UTF-8") +} +}
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/graph_pres_abs_abund.r Tue Jul 27 16:55:06 2021 +0000 @@ -0,0 +1,195 @@ +#Rscript + +######################################################### +## Presence abscence and abundance in environment ## +######################################################### + +#####Packages : ggplot2 +# vegan + +#####Load arguments + +args <- commandArgs(trailingOnly = TRUE) + +if (length(args) < 5) { + stop("This tool needs at least 5 arguments") +}else{ + table <- args[1] + hr <- args[2] + abundance <- as.logical(args[3]) + presabs <- as.logical(args[4]) + rarefaction <- as.logical(args[5]) + lat <- as.numeric(args[6]) + long <- as.numeric(args[7]) + ind <- as.character(args[8]) + loc <- as.numeric(args[9]) + num <- as.character(args[10]) + spe <- as.numeric(args[11]) + abond <- as.numeric(args[12]) +} + +if (hr == "false") { + hr <- FALSE +}else{ + hr <- TRUE +} + +#####Import data +data <- read.table(table, sep = "\t", dec = ".", header = hr, fill = TRUE, encoding = "UTF-8") + +if (abundance) { +collat <- colnames(data)[lat] +collong <- colnames(data)[long] +} + +if (presabs) { +colloc <- colnames(data)[loc] +} + +if (presabs | rarefaction | abundance) { +colabond <- colnames(data)[abond] +colspe <- colnames(data)[spe] +data <- data[grep("^$", data[, colspe], invert = TRUE), ] +} + +#####Your analysis + +####The abundance in the environment#### + +##Representation of the environment## + +## Mapping +graph_map <- function(data, collong, collat, colabond, ind, colspe) { + cat("\nCoordinates range\n\nLatitude from ", min(data[, collat], na.rm = TRUE), " to ", max(data[, collat], na.rm = TRUE), "\nLongitude from ", min(data[, collong], na.rm = TRUE), " to ", max(data[, collong], na.rm = TRUE), file = "Data_abund.txt", fill = 1, append = TRUE) + if (mult0) { + mappy <- ggplot2::ggplot(data, ggplot2::aes_string(x = collong, y = collat, cex = colabond, color = colspe)) + + ggplot2::geom_point() + ggplot2::ggtitle(paste("Abundance of", ind, "in the environment")) + ggplot2::xlab("Longitude") + ggplot2::ylab("Latitude") + ggplot2::theme(axis.text.x = ggplot2::element_text(angle = 90, vjust = 0.5, hjust = 1), legend.text = ggplot2::element_text(size = 8)) + ggplot2::guides(cex = ggplot2::guide_legend(reverse = TRUE)) + + }else{ + mappy <- ggplot2::ggplot(data, ggplot2::aes_string(x = collong, y = collat, cex = colabond, color = colabond)) + + ggplot2::geom_point() + ggplot2::ggtitle(paste("Abundance of", ind, "in the environment")) + ggplot2::xlab("Longitude") + ggplot2::ylab("Latitude") + ggplot2::theme(axis.text.x = ggplot2::element_text(angle = 90, vjust = 0.5, hjust = 1), legend.text = ggplot2::element_text(size = 8)) + ggplot2::guides(cex = ggplot2::guide_legend(reverse = TRUE)) + } + ggplot2::ggsave("mappy.png", mappy, width = 20, height = 9, units = "cm") +} + +####Presence absence abundance#### + +## Histogram +graph_hist <- function(data, col1, col2, col3) { + cat("\nLocations\n", unique(data[, col1]), file = "Locations.txt", fill = 1, append = TRUE) + if (mult1) { + for (loc in unique(data[, col1])) { + data_cut <- data[data[, col1] == loc, ] + data_cut <- data_cut[data_cut[, col3] > 0, ] + if (length(unique(data_cut[, col2])) <= 40) { + top <- nrow(data_cut) + var <- nchar(as.character(round(top * 0.1, digits = 0))) + step <- round(top * 0.1, digits = ifelse(var == 1, 1, -var + 1)) + graph <- ggplot2::ggplot(data_cut) + + ggplot2::geom_bar(ggplot2::aes_string(x = col1, fill = col2)) + + ggplot2::scale_y_continuous(breaks = seq(from = 0, to = top, by = step)) + + ggplot2::theme(plot.title = ggplot2::element_text(color = "black", size = 12, face = "bold")) + + ggplot2::ggtitle("Number of presence") + + ggplot2::ggsave(paste("number_in_", loc, ".png"), graph) + }else{ + cat(paste0("\n", loc, " had more than 40 species and plot isn't readable please select a higher taxon level or cut your data")) + } + } + }else{ + top <- nrow(data) + var <- nchar(as.character(round(top * 0.1, digits = 0))) + step <- round(top * 0.1, digits = ifelse(var == 1, 1, -var + 1)) + graph <- ggplot2::ggplot(data) + + ggplot2::geom_bar(ggplot2::aes_string(x = col1, fill = col2)) + + ggplot2::scale_y_continuous(breaks = seq(from = 0, to = top, by = step)) + + ggplot2::theme(plot.title = ggplot2::element_text(color = "black", size = 12, face = "bold")) + + ggplot2::ggtitle("Number of individuals") + + ggplot2::ggsave("number.png", graph) + } +} + +rare <- function(data, spe, abond, rare, num) { +# Put the data in form + new_data <- as.data.frame(data[, spe]) + colnames(new_data) <- c("Species") + new_data$total <- data[, abond] + + new_data$rarefaction <- as.integer(rare) + + end <- length(unique(new_data$Species)) + out <- vegan::rarecurve(new_data[, 2:3], step = 10, sample = rarefy_sample, label = FALSE) + names(out) <- paste(unique(new_data$Species), sep = "") + +# Coerce data into "long" form. + protox <- mapply(FUN = function(x, y) { + mydf <- as.data.frame(x) + colnames(mydf) <- "value" + mydf$species <- y + mydf$subsample <- attr(x, "Subsample") + mydf <- na.omit(mydf) + mydf + }, x = out, y = as.list(names(out)), SIMPLIFY = FALSE) + + xy <- do.call(rbind, protox) + rownames(xy) <- NULL # pretty + +# Plot. + + if (mult2) { + for (spe in unique(data[, spe])) { + xy_cut <- xy[xy$species == spe, ] + top <- max(xy_cut$subsample) + var <- nchar(as.character(round(top * 0.1, digits = 0))) + step <- round(top * 0.1, digits = ifelse(var == 1, 1, -var + 1)) + courbe <- ggplot2::ggplot(xy_cut, ggplot2::aes(x = subsample, y = value)) + + ggplot2::theme_gray() + + ggplot2::geom_line(size = 1) + + ggplot2::scale_x_continuous(breaks = seq(from = 0, to = top, by = step)) + + ggplot2::xlab("Abundance") + ggplot2::ylab("Value") + + ggplot2::ggtitle("rarefaction curve") + + ggplot2::ggsave(paste("rarefaction_of_", spe, ".png"), courbe) + } + }else{ + top <- max(xy$subsample) + var <- nchar(as.character(round(top * 0.1, digits = 0))) + step <- round(top * 0.1, digits = ifelse(var == 1, 1, -var + 1)) + courbe <- ggplot2::ggplot(xy, ggplot2::aes(x = subsample, y = value, color = species)) + + ggplot2::theme_gray() + + ggplot2::geom_line(size = 1) + + ggplot2::scale_x_continuous(breaks = seq(from = 0, to = top, by = step)) + + ggplot2::xlab("Subsample") + ggplot2::ylab("Value") + + ggplot2::ggtitle("rarefaction curves") + + ggplot2::ggsave("rarefaction.png", courbe) + } +} + +if (abundance) { +#Maps +mult0 <- ifelse(length(unique(data[, colspe])) > 10, FALSE, TRUE) +graph_map(data, collong = collong, collat = collat, colabond = colabond, ind = ind, colspe = colspe) +} + +if (presabs) { +#Presence absence count +mult1 <- ifelse(length(unique(data[, colloc])) <= 10, FALSE, TRUE) +graph_hist(data, col1 = colloc, col2 = colspe, col3 = colabond) +} + +if (rarefaction) { +#rarefaction + +#### rarefaction indice #### +rarefy_sample <- as.numeric(num) + +## Calcul de la rarefaction +rarefaction <- vegan::rarefy(data[, abond], rarefy_sample) + +write.table(rarefaction, "rare.tabular") + +mult2 <- ifelse(length(unique(data[, colspe])) <= 30, FALSE, TRUE) +rare(data, spe = colspe, abond = colabond, rare = rarefaction, num = rarefy_sample) +}
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/graph_stat_presence_abs.r Tue Jul 27 16:55:06 2021 +0000 @@ -0,0 +1,115 @@ +#Rscript + +################################ +## Median and dispersion ## +################################ + +#####Packages : Cowplot +# ggplot2 + +#####Load arguments + +args <- commandArgs(trailingOnly = TRUE) + +if (length(args) == 0) { + stop("This tool needs at least one argument") +}else{ + table <- args[1] + hr <- args[2] + var <- as.numeric(args[3]) + spe <- as.numeric(args[4]) + loc <- as.numeric(args[5]) + time <- as.numeric(args[6]) +} + +if (hr == "false") { + hr <- FALSE +}else{ + hr <- TRUE +} + +#####Import data +data <- read.table(table, sep = "\t", dec = ".", header = hr, fill = TRUE, encoding = "UTF-8") +data <- na.omit(data) +colvar <- colnames(data)[var] +colspe <- colnames(data)[spe] +colloc <- colnames(data)[loc] +coltime <- colnames(data)[time] + +data <- data[grep("^$", data[, spe], invert = TRUE), ] +time <- as.integer(substring(data[, time], first = 1, last = 4)) + +#####Your analysis + +####Median and data dispersion#### + +#Median +graph_median <- function(data, var) { + graph_median <- ggplot2::ggplot(data, ggplot2::aes_string(y = var)) + + ggplot2::geom_boxplot(color = "darkblue") + + ggplot2::theme(legend.position = "none") + ggplot2::ggtitle("Median") + +return(graph_median) + +} + +#Dispersion +dispersion <- function(data, var, var2) { + graph_dispersion <- ggplot2::ggplot(data) + + ggplot2::geom_point(ggplot2::aes_string(x = var2, y = var, color = var2)) + + ggplot2::scale_fill_brewer(palette = "Set3") + + ggplot2::theme(legend.position = "none", axis.text.x = ggplot2::element_text(angle = 90, vjust = 0.5, hjust = 1), plot.title = ggplot2::element_text(color = "black", size = 12, face = "bold")) + ggplot2::ggtitle("Dispersion") + +return(graph_dispersion) + +} + +#The 2 graph +med_disp <- function(med, disp) { + graph <- cowplot::plot_grid(med, disp, ncol = 1, nrow = 2, vjust = -5, scales = "free") + + ggplot2::ggsave("Med_Disp.png", graph, width = 12, height = 20, units = "cm") +} + + +#### Zero problem in data #### + +#Put data in form +make_table_analyse <- function(data, var, spe, var2, var3) { + tab <- reshape(data + , v.names = var + , idvar = c(var2, var3) + , timevar = spe + , direction = "wide") + tab[is.na(tab)] <- 0 ###### remplace les na par des 0 / replace NAs by 0 + + colnames(tab) <- sub(var, "", colnames(tab))### remplace le premier pattern "abond." par le second "" / replace the column names "abond." by "" + return(tab) +} +data_num <- make_table_analyse(data, colvar, colspe, colloc, coltime) +nb_spe <- length(unique(data[, spe])) +nb_col <- ncol(data_num) - nb_spe + 1 +data_num <- data_num[, nb_col:ncol(data_num)] + +#Presence of zeros in the data +mat_corr <- function(data) { + cor(data) +} +p_mat <- function(data) { + ggcorrplot::cor_pmat(data) +} # compute a matrix of correlation p-values + +graph_corr <- function(data_num) { + graph <- ggcorrplot::ggcorrplot(mat_corr(data_num), method = "circle", p.mat = p_mat(data_num), #barring the no significant coefficient + ggtheme = ggplot2::theme_gray, colors = c("#00AFBB", "#E7B800", "#FC4E07")) + + ggplot2::ggsave("0_pb.png", graph) +} + +##Med and disp +med <- graph_median(data, var = colvar) +disp <- dispersion(data, var = colvar, var2 = colspe) +med_disp(med = med, disp = disp) + +##O problem +graph_corr(data_num)
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/macro.xml Tue Jul 27 16:55:06 2021 +0000 @@ -0,0 +1,65 @@ +<macros> + <token name="@VERSION@">0.0.0</token> + <xml name="Explo_requirements"> + <requirements> + <requirement type="package" version="3.3.3">r-ggplot2</requirement> + <yield /> + </requirements> + </xml> + <xml name="explo_input"> + <param name="input" type="data" format="tabular" label="Input table"/> + <param name="colnames" type="boolean" label="First line is a header line" checked="true"/> + </xml> + <xml name="explo_filter_colli"> + <filter> method['type'] == 'collinearity'</filter> + </xml> + <xml name="explo_filter_pca"> + <filter> method['type'] == 'pca'</filter> + </xml> + <xml name="explo_filter_vif"> + <filter> method['type'] == 'vif'</filter> + </xml> + <xml name="explo_filter_interr"> + <filter> method['type'] == 'interr'</filter> + </xml> + <xml name="explo_filter_autocorr"> + <filter> method['type'] == 'autocorr'</filter> + </xml> + <xml name="explo_filter_abund"> + <filter> method['type'] == 'abund'</filter> + </xml> + <xml name="explo_filter_pres_abs"> + <filter> method['type'] == 'pres_abs'</filter> + </xml> + <xml name="explo_filter_rare"> + <filter> method['type'] == 'rare'</filter> + </xml> + <xml name="explo_bibref"> + <citations> + <citation type="bibtex"> + @unpublished{ + title={ A protocol for data exploration to avoid common statistical problems }, + authors={Alain F. Zuur, Elena N. Ieno, Chris S. Elphick}, + url={https://besjournals.onlinelibrary.wiley.com/doi/full/10.1111/j.2041-210X.2009.00001.x} + } + </citation> + </citations> + </xml> + <xml name="book_bibref"> + <citations> + <citation type="bibtex"> + @unpublished{ + title={ Numerical Ecology with R }, + author={Daniel Borcard, François Gillet, Pierre Legendre}, + } + </citation> + </citations> + </xml> + <xml name="topic"> + <edam_topics> + <edam_topic>topic_0610</edam_topic> + <edam_topic>topic_3050</edam_topic> + </edam_topics> + </xml> +</macros> +
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/stat_presence_abs.xml Tue Jul 27 16:55:06 2021 +0000 @@ -0,0 +1,88 @@ +<tool id="ecology_stat_presence_abs" name="Statistics on presence-absence" version="@VERSION@" profile = "20.01"> + <description>of a numeric variable</description> + <macros> + <import>macro.xml</import> + </macros> + <expand macro="Explo_requirements"> + <requirement type="package" version="1.1.1">r-cowplot</requirement> + <requirement type="package" version="0.1.3">r-ggcorrplot</requirement> + <requirement type="package" version="1.0.5">r-dplyr</requirement> + </expand> + <command detect_errors="exit_code"><![CDATA[ + Rscript + '$__tool_directory__/graph_stat_presence_abs.r' + '$input' + '$colnames' + '$variable1' + '$species' + '$location' + '$time' + '$output_md' + ]]> + </command> + <inputs> + <expand macro="explo_input"/> + <param name="variable1" label="Select a column containing numerical values (such as the abundance) " type="data_column" data_ref="input" numerical="true" use_header_names="true"/> + <param name="species" label="Select the column of the x-axis : most commonly species" type="data_column" data_ref="input" use_header_names="true" help= "Variable for dispersion plot and to see the correlation between zeros"/> + <param name="location" label="Select column containing locations " type="data_column" data_ref="input" use_header_names="true"/> + <param name="time" label="Select column containing temporal data (year, date, ...) " type="data_column" data_ref="input" use_header_names="true"/> + </inputs> + <outputs> + <data name="output_md" from_work_dir="Med_Disp.png" format="png" label="Boxplot and dispersion plot"/> + <data name="output_0" from_work_dir="0_pb.png" format="png" label="Absence-correlation plot"/> + </outputs> + <tests> + <test> + <param name="input" value="Reel_life_survey_fish_modif.tabular"/> + <param name="colnames" value="true"/> + <param name="variable1" value="18"/> + <param name="variable2" value="15"/> + <output name="output_md" ftype="png"> + <assert_contents> + <has_text text="PNG"/> + </assert_contents> + </output> + <output name="output_0" ftype="png"> + <assert_contents> + <has_text text="PNG"/> + </assert_contents> + </output> + </test> + </tests> + <expand macro="topic"/> + <help><![CDATA[ +=================================================================================================================== +Create a boxplot, visualize the dispersion of a numeric variable and visualize correlation between species absences +=================================================================================================================== + + +**What it does** + + +This tool creates: + +- A boxplot of a numerical value (like the abundance) and a dispersion plot of this value according to a variable such as species. + +- A correlation plot using the presence of zeros in the numerical value. Handy to see if there is a correlation between the absence of two species and suggest a co-dependency. + +Don't use datasets with too much species, it won't be readable. + +**Input description** + +A tabular file with observation data. Must at least contain four columns a numerical value (ex: abundance), a temporal referential (year, date, ...), locations and species. + ++-------------+------------+---------------+-------------+ +| number | time | species.code | location | ++=============+============+===============+=============+ +| 2 | date | speciesID | site | ++-------------+------------+---------------+-------------+ +| ... | ... | ... | ... | ++-------------+------------+---------------+-------------+ + +**Output** + +Two png files containing the three plots. + ]]> </help> + <expand macro="explo_bibref"/> + +</tool>
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/Data.tabular Tue Jul 27 16:55:06 2021 +0000 @@ -0,0 +1,2 @@ +"x" +"1" 29
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/Missing_species.txt Tue Jul 27 16:55:06 2021 +0000 @@ -0,0 +1,6 @@ + +There is not enough data on these species they appear too few times in the tabular-file + +Scorpaenidae +Plesiopidae +Serranidae
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/Reel_life_survey_fish_modif.tabular Tue Jul 27 16:55:06 2021 +0000 @@ -0,0 +1,290 @@ +FID Key SurveyID Country Ecoregion Realm SiteCode Site SiteLat SiteLong SurveyDate Depth Phylum Class Family Taxon Block Total Diver geom +M2_FISH_DATA.1 1 912347736 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6 Chordata Actinopterygii Blenniidae Ecsenius mandibularis 2 2 LVS POINT (151.92 -23.18) +M2_FISH_DATA.2 2 912347736 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6 Chordata Actinopterygii Blenniidae Ecsenius stictus 1 5 LVS POINT (151.92 -23.18) +M2_FISH_DATA.3 3 912347736 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6 Chordata Actinopterygii Blenniidae Ecsenius stictus 2 8 LVS POINT (151.92 -23.18) +M2_FISH_DATA.4 4 912347736 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6 Chordata Actinopterygii Gobiidae Eviota guttata 1 6 LVS POINT (151.92 -23.18) +M2_FISH_DATA.5 5 912347736 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6 Chordata Actinopterygii Gobiidae Eviota guttata 2 9 LVS POINT (151.92 -23.18) +M2_FISH_DATA.6 6 912347736 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6 Chordata Actinopterygii Gobiidae Eviota hoesei 1 3 LVS POINT (151.92 -23.18) +M2_FISH_DATA.7 7 912347736 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6 Chordata Actinopterygii Gobiidae Eviota hoesei 2 19 LVS POINT (151.92 -23.18) +M2_FISH_DATA.8 8 912347736 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6 Chordata Actinopterygii Gobiidae Gobiodon histrio 1 1 LVS POINT (151.92 -23.18) +M2_FISH_DATA.9 9 912347736 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6 Chordata Actinopterygii Gobiidae Gobiodon histrio 2 3 LVS POINT (151.92 -23.18) +M2_FISH_DATA.10 10 912347736 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6 Chordata Actinopterygii Gobiidae Gobiodon sp. [3 GA] 1 12 LVS POINT (151.92 -23.18) +M2_FISH_DATA.11 11 912347736 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6 Chordata Actinopterygii Gobiidae Gobiodon spp. 2 5 LVS POINT (151.92 -23.18) +M2_FISH_DATA.12 12 912347736 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6 Chordata Actinopterygii Scorpaenidae Parascorpaena aurita 2 1 LVS POINT (151.92 -23.18) +M2_FISH_DATA.13 13 912347736 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6 Chordata Actinopterygii Tripterygiidae Ucla xenogrammus 1 1 LVS POINT (151.92 -23.18) +M2_FISH_DATA.14 14 912347736 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6 Chordata Actinopterygii Tripterygiidae Ucla xenogrammus 2 1 LVS POINT (151.92 -23.18) +M2_FISH_DATA.15 15 912347737 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6.1 Chordata Actinopterygii Plesiopidae Assessor macneilli 2 20 LVS POINT (151.92 -23.18) +M2_FISH_DATA.16 16 912347737 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6.1 Chordata Actinopterygii Blenniidae Ecsenius bicolor 1 4 LVS POINT (151.92 -23.18) +M2_FISH_DATA.17 17 912347737 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6.1 Chordata Actinopterygii Blenniidae Ecsenius bicolor 2 1 LVS POINT (151.92 -23.18) +M2_FISH_DATA.18 18 912347737 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6.1 Chordata Actinopterygii Blenniidae Ecsenius mandibularis 1 5 LVS POINT (151.92 -23.18) +M2_FISH_DATA.19 19 912347737 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6.1 Chordata Actinopterygii Blenniidae Ecsenius mandibularis 2 6 LVS POINT (151.92 -23.18) +M2_FISH_DATA.20 20 912347737 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6.1 Chordata Actinopterygii Blenniidae Ecsenius stictus 1 1 LVS POINT (151.92 -23.18) +M2_FISH_DATA.21 21 912347737 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6.1 Chordata Actinopterygii Blenniidae Ecsenius stictus 2 3 LVS POINT (151.92 -23.18) +M2_FISH_DATA.22 22 912347737 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6.1 Chordata Actinopterygii Tripterygiidae Enneapterygius similis 1 3 LVS POINT (151.92 -23.18) +M2_FISH_DATA.23 23 912347737 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6.1 Chordata Actinopterygii Serranidae Epinephelus fasciatus 2 1 LVS POINT (151.92 -23.18) +M2_FISH_DATA.24 24 912347737 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6.1 Chordata Actinopterygii Gobiidae Eviota guttata 1 6 LVS POINT (151.92 -23.18) +M2_FISH_DATA.25 25 912347737 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6.1 Chordata Actinopterygii Gobiidae Eviota guttata 2 8 LVS POINT (151.92 -23.18) +M2_FISH_DATA.26 26 912347737 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6.1 Chordata Actinopterygii Gobiidae Eviota hoesei 1 7 LVS POINT (151.92 -23.18) +M2_FISH_DATA.27 27 912347737 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6.1 Chordata Actinopterygii Gobiidae Eviota hoesei 2 12 LVS POINT (151.92 -23.18) +M2_FISH_DATA.28 28 912347737 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6.1 Chordata Actinopterygii Gobiidae Gobiodon sp. [3 GA] 2 16 LVS POINT (151.92 -23.18) +M2_FISH_DATA.29 29 912347737 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6.1 Chordata Actinopterygii Gobiidae Gobiodon spp. 2 7 LVS POINT (151.92 -23.18) +M2_FISH_DATA.30 30 912347737 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6.1 Chordata Actinopterygii Gobiidae Paragobiodon echinocephalus 2 2 LVS POINT (151.92 -23.18) +M2_FISH_DATA.31 31 912347737 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6.1 Chordata Actinopterygii Pinguipedidae Parapercis clathrata 2 1 LVS POINT (151.92 -23.18) +M2_FISH_DATA.32 32 912345712 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS2 Masthead Site 1 -23.53 151.75 2015-10-01T14:00:00Z 8 Chordata Actinopterygii Apogonidae Apogon spp. 1 1 ATC POINT (151.75 -23.53) +M2_FISH_DATA.33 33 912345712 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS2 Masthead Site 1 -23.53 151.75 2015-10-01T14:00:00Z 8 Chordata Actinopterygii Serranidae Diploprion bifasciatum 1 1 ATC POINT (151.75 -23.53) +M2_FISH_DATA.34 34 912345712 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS2 Masthead Site 1 -23.53 151.75 2015-10-01T14:00:00Z 8 Chordata Actinopterygii Tripterygiidae Enneapterygius similis 1 5 ATC POINT (151.75 -23.53) +M2_FISH_DATA.35 35 912345712 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS2 Masthead Site 1 -23.53 151.75 2015-10-01T14:00:00Z 8 Chordata Actinopterygii Gobiidae Gobiodon histrio 1 1 ATC POINT (151.75 -23.53) +M2_FISH_DATA.36 36 912345712 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS2 Masthead Site 1 -23.53 151.75 2015-10-01T14:00:00Z 8 Chordata Actinopterygii Gobiidae Istigobius decoratus 1 2 ATC POINT (151.75 -23.53) +M2_FISH_DATA.37 37 912345712 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS2 Masthead Site 1 -23.53 151.75 2015-10-01T14:00:00Z 8 Chordata Actinopterygii Pinguipedidae Parapercis australis 1 2 ATC POINT (151.75 -23.53) +M2_FISH_DATA.38 38 912345712 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS2 Masthead Site 1 -23.53 151.75 2015-10-01T14:00:00Z 8 Chordata Actinopterygii Blenniidae Salarias spp. 1 1 ATC POINT (151.75 -23.53) +M2_FISH_DATA.39 39 912345712 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS2 Masthead Site 1 -23.53 151.75 2015-10-01T14:00:00Z 8 Chordata Actinopterygii Blenniidae Ecsenius mandibularis 2 3 PBD POINT (151.75 -23.53) +M2_FISH_DATA.40 40 912345712 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS2 Masthead Site 1 -23.53 151.75 2015-10-01T14:00:00Z 8 Chordata Actinopterygii Gobiidae Istigobius decoratus 2 3 PBD POINT (151.75 -23.53) +M2_FISH_DATA.41 41 912345712 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS2 Masthead Site 1 -23.53 151.75 2015-10-01T14:00:00Z 8 Chordata Actinopterygii Gobiidae Valenciennea decora 2 2 PBD POINT (151.75 -23.53) +M2_FISH_DATA.42 42 912345713 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS2 Masthead Site 1 -23.53 151.75 2015-10-01T14:00:00Z 8.1 Chordata Actinopterygii Apogonidae Apogon spp. 1 1 ATC POINT (151.75 -23.53) +M2_FISH_DATA.43 43 912345713 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS2 Masthead Site 1 -23.53 151.75 2015-10-01T14:00:00Z 8.1 Chordata Actinopterygii Blenniidae Ecsenius bicolor 1 3 ATC POINT (151.75 -23.53) +M2_FISH_DATA.44 44 912345713 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS2 Masthead Site 1 -23.53 151.75 2015-10-01T14:00:00Z 8.1 Chordata Actinopterygii Tripterygiidae Enneapterygius similis 1 6 ATC POINT (151.75 -23.53) +M2_FISH_DATA.45 45 912345713 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS2 Masthead Site 1 -23.53 151.75 2015-10-01T14:00:00Z 8.1 Chordata Actinopterygii Muraenidae Gymnothorax spp. 1 1 ATC POINT (151.75 -23.53) +M2_FISH_DATA.46 46 912345713 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS2 Masthead Site 1 -23.53 151.75 2015-10-01T14:00:00Z 8.1 Chordata Actinopterygii Gobiidae Istigobius decoratus 1 7 ATC POINT (151.75 -23.53) +M2_FISH_DATA.47 47 912345713 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS2 Masthead Site 1 -23.53 151.75 2015-10-01T14:00:00Z 8.1 Chordata Actinopterygii Plesiopidae Assessor macneilli 2 2 PBD POINT (151.75 -23.53) +M2_FISH_DATA.48 48 912347130 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS2 Masthead Site 1 -23.53 151.75 2017-03-10T13:00:00Z 8 Chordata Actinopterygii Gobiidae Amblygobius phalaena 2 2 CK POINT (151.75 -23.53) +M2_FISH_DATA.49 49 912347130 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS2 Masthead Site 1 -23.53 151.75 2017-03-10T13:00:00Z 8 Chordata Actinopterygii Blenniidae Atrosalarias holomelas 1 2 CK POINT (151.75 -23.53) +M2_FISH_DATA.50 50 912347130 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS2 Masthead Site 1 -23.53 151.75 2017-03-10T13:00:00Z 8 Chordata Actinopterygii Apogonidae Cheilodipterus quinquelineatus 1 2 CK POINT (151.75 -23.53) +M2_FISH_DATA.51 51 912347130 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS2 Masthead Site 1 -23.53 151.75 2017-03-10T13:00:00Z 8 Chordata Actinopterygii Blenniidae Ecsenius mandibularis 1 3 CK POINT (151.75 -23.53) +M2_FISH_DATA.52 52 912347130 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS2 Masthead Site 1 -23.53 151.75 2017-03-10T13:00:00Z 8 Chordata Actinopterygii Blenniidae Ecsenius mandibularis 2 1 CK POINT (151.75 -23.53) +M2_FISH_DATA.53 53 912347130 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS2 Masthead Site 1 -23.53 151.75 2017-03-10T13:00:00Z 8 Chordata Actinopterygii Serranidae Epinephelus merra 1 1 CK POINT (151.75 -23.53) +M2_FISH_DATA.54 54 912347130 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS2 Masthead Site 1 -23.53 151.75 2017-03-10T13:00:00Z 8 Chordata Actinopterygii Gobiidae Istigobius decoratus 1 3 CK POINT (151.75 -23.53) +M2_FISH_DATA.55 55 912347130 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS2 Masthead Site 1 -23.53 151.75 2017-03-10T13:00:00Z 8 Chordata Actinopterygii Gobiidae Istigobius decoratus 2 8 CK POINT (151.75 -23.53) +M2_FISH_DATA.56 56 912347130 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS2 Masthead Site 1 -23.53 151.75 2017-03-10T13:00:00Z 8 Chordata Actinopterygii Opistognathidae Opistognathus spp. 2 1 CK POINT (151.75 -23.53) +M2_FISH_DATA.57 57 912347130 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS2 Masthead Site 1 -23.53 151.75 2017-03-10T13:00:00Z 8 Chordata Actinopterygii Pinguipedidae Parapercis australis 1 4 CK POINT (151.75 -23.53) +M2_FISH_DATA.58 58 912347130 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS2 Masthead Site 1 -23.53 151.75 2017-03-10T13:00:00Z 8 Chordata Actinopterygii Pinguipedidae Parapercis australis 2 3 CK POINT (151.75 -23.53) +M2_FISH_DATA.59 59 912347130 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS2 Masthead Site 1 -23.53 151.75 2017-03-10T13:00:00Z 8 Chordata Actinopterygii Holocentridae Sargocentron rubrum 2 1 CK POINT (151.75 -23.53) +M2_FISH_DATA.60 60 912347130 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS2 Masthead Site 1 -23.53 151.75 2017-03-10T13:00:00Z 8 Chordata Actinopterygii Gobiidae Valenciennea longipinnis 2 1 CK POINT (151.75 -23.53) +M2_FISH_DATA.61 61 912347130 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS2 Masthead Site 1 -23.53 151.75 2017-03-10T13:00:00Z 8 Chordata Actinopterygii Gobiidae Valenciennea muralis 2 1 CK POINT (151.75 -23.53) +M2_FISH_DATA.62 62 912347131 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS2 Masthead Site 1 -23.53 151.75 2017-03-10T13:00:00Z 8.1 Chordata Actinopterygii Gobiidae Amblyeleotris wheeleri 2 1 CK POINT (151.75 -23.53) +M2_FISH_DATA.63 63 912347131 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS2 Masthead Site 1 -23.53 151.75 2017-03-10T13:00:00Z 8.1 Chordata Actinopterygii Gobiidae Amblygobius phalaena 1 1 CK POINT (151.75 -23.53) +M2_FISH_DATA.64 64 912347131 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS2 Masthead Site 1 -23.53 151.75 2017-03-10T13:00:00Z 8.1 Chordata Actinopterygii Gobiidae Amblygobius phalaena 2 2 CK POINT (151.75 -23.53) +M2_FISH_DATA.65 65 912347131 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS2 Masthead Site 1 -23.53 151.75 2017-03-10T13:00:00Z 8.1 Chordata Actinopterygii Apogonidae Cheilodipterus quinquelineatus 1 1 CK POINT (151.75 -23.53) +M2_FISH_DATA.66 66 912347131 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS2 Masthead Site 1 -23.53 151.75 2017-03-10T13:00:00Z 8.1 Chordata Actinopterygii Blenniidae Ecsenius mandibularis 1 3 CK POINT (151.75 -23.53) +M2_FISH_DATA.67 67 912347131 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS2 Masthead Site 1 -23.53 151.75 2017-03-10T13:00:00Z 8.1 Chordata Actinopterygii Blenniidae Ecsenius mandibularis 2 9 CK POINT (151.75 -23.53) +M2_FISH_DATA.68 68 912347131 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS2 Masthead Site 1 -23.53 151.75 2017-03-10T13:00:00Z 8.1 Chordata Actinopterygii Tripterygiidae Enneapterygius similis 1 2 CK POINT (151.75 -23.53) +M2_FISH_DATA.69 69 912347131 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS2 Masthead Site 1 -23.53 151.75 2017-03-10T13:00:00Z 8.1 Chordata Actinopterygii Gobiidae Eviota guttata 1 2 CK POINT (151.75 -23.53) +M2_FISH_DATA.70 70 912347131 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS2 Masthead Site 1 -23.53 151.75 2017-03-10T13:00:00Z 8.1 Chordata Actinopterygii Gobiidae Eviota guttata 2 1 CK POINT (151.75 -23.53) +M2_FISH_DATA.71 71 912347131 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS2 Masthead Site 1 -23.53 151.75 2017-03-10T13:00:00Z 8.1 Chordata Actinopterygii Gobiidae Eviota prasites 2 2 CK POINT (151.75 -23.53) +M2_FISH_DATA.72 72 912347131 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS2 Masthead Site 1 -23.53 151.75 2017-03-10T13:00:00Z 8.1 Chordata Actinopterygii Gobiidae Istigobius decoratus 1 6 CK POINT (151.75 -23.53) +M2_FISH_DATA.73 73 912347131 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS2 Masthead Site 1 -23.53 151.75 2017-03-10T13:00:00Z 8.1 Chordata Actinopterygii Gobiidae Istigobius decoratus 2 7 CK POINT (151.75 -23.53) +M2_FISH_DATA.74 74 912347131 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS2 Masthead Site 1 -23.53 151.75 2017-03-10T13:00:00Z 8.1 Chordata Actinopterygii Opistognathidae Opistognathus spp. 1 1 CK POINT (151.75 -23.53) +M2_FISH_DATA.75 75 912347131 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS2 Masthead Site 1 -23.53 151.75 2017-03-10T13:00:00Z 8.1 Chordata Actinopterygii Opistognathidae Opistognathus spp. 2 1 CK POINT (151.75 -23.53) +M2_FISH_DATA.76 76 912347131 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS2 Masthead Site 1 -23.53 151.75 2017-03-10T13:00:00Z 8.1 Chordata Actinopterygii Pinguipedidae Parapercis australis 1 2 CK POINT (151.75 -23.53) +M2_FISH_DATA.77 77 912347131 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS2 Masthead Site 1 -23.53 151.75 2017-03-10T13:00:00Z 8.1 Chordata Actinopterygii Pinguipedidae Parapercis australis 2 1 CK POINT (151.75 -23.53) +M2_FISH_DATA.78 78 912347131 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS2 Masthead Site 1 -23.53 151.75 2017-03-10T13:00:00Z 8.1 Chordata Actinopterygii Pinguipedidae Parapercis queenslandica 1 1 CK POINT (151.75 -23.53) +M2_FISH_DATA.79 79 912347131 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS2 Masthead Site 1 -23.53 151.75 2017-03-10T13:00:00Z 8.1 Chordata Actinopterygii Pinguipedidae Parapercis queenslandica 2 1 CK POINT (151.75 -23.53) +M2_FISH_DATA.80 80 912347131 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS2 Masthead Site 1 -23.53 151.75 2017-03-10T13:00:00Z 8.1 Chordata Actinopterygii Holocentridae Sargocentron rubrum 2 1 CK POINT (151.75 -23.53) +M2_FISH_DATA.81 81 912347131 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS2 Masthead Site 1 -23.53 151.75 2017-03-10T13:00:00Z 8.1 Chordata Actinopterygii Gobiidae Valenciennea longipinnis 2 1 CK POINT (151.75 -23.53) +M2_FISH_DATA.82 82 912347131 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS2 Masthead Site 1 -23.53 151.75 2017-03-10T13:00:00Z 8.1 Chordata Actinopterygii Gobiidae Valenciennea muralis 1 1 CK POINT (151.75 -23.53) +M2_FISH_DATA.83 83 912345714 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS3 Masthead Site 2 -23.53 151.75 2015-10-02T14:00:00Z 7 Chordata Actinopterygii Tripterygiidae Enneapterygius mirabilis 1 3 ATC POINT (151.75 -23.53) +M2_FISH_DATA.84 84 912345714 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS3 Masthead Site 2 -23.53 151.75 2015-10-02T14:00:00Z 7 Chordata Actinopterygii Gobiidae Eviota spp. 1 4 ATC POINT (151.75 -23.53) +M2_FISH_DATA.85 85 912345714 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS3 Masthead Site 2 -23.53 151.75 2015-10-02T14:00:00Z 7 Chordata Actinopterygii Pinguipedidae Parapercis australis 1 2 ATC POINT (151.75 -23.53) +M2_FISH_DATA.86 86 912345714 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS3 Masthead Site 2 -23.53 151.75 2015-10-02T14:00:00Z 7 Chordata Actinopterygii Gobiidae Eviota spp. 2 5 PBD POINT (151.75 -23.53) +M2_FISH_DATA.87 87 912345715 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS3 Masthead Site 2 -23.53 151.75 2015-10-02T14:00:00Z 7.1 Chordata Actinopterygii Tripterygiidae Enneapterygius mirabilis 1 13 ATC POINT (151.75 -23.53) +M2_FISH_DATA.88 88 912345715 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS3 Masthead Site 2 -23.53 151.75 2015-10-02T14:00:00Z 7.1 Chordata Actinopterygii Gobiidae Eviota spp. 1 2 ATC POINT (151.75 -23.53) +M2_FISH_DATA.89 89 912345715 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS3 Masthead Site 2 -23.53 151.75 2015-10-02T14:00:00Z 7.1 Chordata Actinopterygii Pinguipedidae Parapercis australis 1 1 ATC POINT (151.75 -23.53) +M2_FISH_DATA.90 90 912345716 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS4 Erskyne Island Site 1 -23.5 151.77 2015-10-03T14:00:00Z 5 Chordata Actinopterygii Gobiidae Istigobius decoratus 1 2 ATC POINT (151.77 -23.5) +M2_FISH_DATA.91 91 912345716 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS4 Erskyne Island Site 1 -23.5 151.77 2015-10-03T14:00:00Z 5 Chordata Actinopterygii Pseudochromidae Labracinus cyclophthalmus 1 2 ATC POINT (151.77 -23.5) +M2_FISH_DATA.92 92 912345716 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS4 Erskyne Island Site 1 -23.5 151.77 2015-10-03T14:00:00Z 5 Chordata Actinopterygii Pinguipedidae Parapercis australis 1 2 ATC POINT (151.77 -23.5) +M2_FISH_DATA.93 93 912345716 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS4 Erskyne Island Site 1 -23.5 151.77 2015-10-03T14:00:00Z 5 Chordata Actinopterygii Blenniidae Blenniid spp. 2 1 PBD POINT (151.77 -23.5) +M2_FISH_DATA.94 94 912345716 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS4 Erskyne Island Site 1 -23.5 151.77 2015-10-03T14:00:00Z 5 Chordata Actinopterygii Pinguipedidae Parapercis australis 2 1 PBD POINT (151.77 -23.5) +M2_FISH_DATA.95 95 912345717 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS4 Erskyne Island Site 1 -23.5 151.77 2015-10-03T14:00:00Z 5.1 Chordata Actinopterygii Serranidae Diploprion bifasciatum 1 1 ATC POINT (151.77 -23.5) +M2_FISH_DATA.96 96 912345717 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS4 Erskyne Island Site 1 -23.5 151.77 2015-10-03T14:00:00Z 5.1 Chordata Actinopterygii Blenniidae Ecsenius mandibularis 1 1 ATC POINT (151.77 -23.5) +M2_FISH_DATA.97 97 912345717 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS4 Erskyne Island Site 1 -23.5 151.77 2015-10-03T14:00:00Z 5.1 Chordata Actinopterygii Gobiidae Istigobius decoratus 1 3 ATC POINT (151.77 -23.5) +M2_FISH_DATA.98 98 912345717 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS4 Erskyne Island Site 1 -23.5 151.77 2015-10-03T14:00:00Z 5.1 Chordata Actinopterygii Pseudochromidae Labracinus cyclophthalmus 1 1 ATC POINT (151.77 -23.5) +M2_FISH_DATA.99 99 912345717 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS4 Erskyne Island Site 1 -23.5 151.77 2015-10-03T14:00:00Z 5.1 Chordata Actinopterygii Pinguipedidae Parapercis australis 1 1 ATC POINT (151.77 -23.5) +M2_FISH_DATA.100 100 912345717 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS4 Erskyne Island Site 1 -23.5 151.77 2015-10-03T14:00:00Z 5.1 Chordata Actinopterygii Pinguipedidae Parapercis hexophtalma 1 1 ATC POINT (151.77 -23.5) +M2_FISH_DATA.101 101 912345717 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS4 Erskyne Island Site 1 -23.5 151.77 2015-10-03T14:00:00Z 5.1 Chordata Actinopterygii Gobiidae Istigobius decoratus 2 5 PBD POINT (151.77 -23.5) +M2_FISH_DATA.102 102 912345717 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS4 Erskyne Island Site 1 -23.5 151.77 2015-10-03T14:00:00Z 5.1 Chordata Actinopterygii Pinguipedidae Parapercis stricticeps 2 1 PBD POINT (151.77 -23.5) +M2_FISH_DATA.103 103 912347120 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS4 Erskyne Island Site 1 -23.5 151.77 2017-03-09T13:00:00Z 5 Chordata Actinopterygii Gobiidae Amblygobius phalaena 1 1 CK POINT (151.77 -23.5) +M2_FISH_DATA.104 104 912347120 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS4 Erskyne Island Site 1 -23.5 151.77 2017-03-09T13:00:00Z 5 Chordata Actinopterygii Blenniidae Atrosalarias holomelas 2 1 CK POINT (151.77 -23.5) +M2_FISH_DATA.105 105 912347120 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS4 Erskyne Island Site 1 -23.5 151.77 2017-03-09T13:00:00Z 5 Chordata Actinopterygii Apogonidae Cheilodipterus quinquelineatus 1 4 CK POINT (151.77 -23.5) +M2_FISH_DATA.106 106 912347120 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS4 Erskyne Island Site 1 -23.5 151.77 2017-03-09T13:00:00Z 5 Chordata Actinopterygii Blenniidae Ecsenius mandibularis 1 5 CK POINT (151.77 -23.5) +M2_FISH_DATA.107 107 912347120 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS4 Erskyne Island Site 1 -23.5 151.77 2017-03-09T13:00:00Z 5 Chordata Actinopterygii Blenniidae Ecsenius mandibularis 2 9 CK POINT (151.77 -23.5) +M2_FISH_DATA.108 108 912347120 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS4 Erskyne Island Site 1 -23.5 151.77 2017-03-09T13:00:00Z 5 Chordata Actinopterygii Tripterygiidae Enneapterygius similis 2 22 CK POINT (151.77 -23.5) +M2_FISH_DATA.109 109 912347120 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS4 Erskyne Island Site 1 -23.5 151.77 2017-03-09T13:00:00Z 5 Chordata Actinopterygii Gobiidae Eviota guttata 1 2 CK POINT (151.77 -23.5) +M2_FISH_DATA.110 110 912347120 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS4 Erskyne Island Site 1 -23.5 151.77 2017-03-09T13:00:00Z 5 Chordata Actinopterygii Gobiidae Eviota guttata 2 1 CK POINT (151.77 -23.5) +M2_FISH_DATA.111 111 912347120 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS4 Erskyne Island Site 1 -23.5 151.77 2017-03-09T13:00:00Z 5 Chordata Actinopterygii Gobiidae Eviota prasites 2 1 CK POINT (151.77 -23.5) +M2_FISH_DATA.112 112 912347120 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS4 Erskyne Island Site 1 -23.5 151.77 2017-03-09T13:00:00Z 5 Chordata Actinopterygii Gobiidae Istigobius decoratus 1 23 CK POINT (151.77 -23.5) +M2_FISH_DATA.113 113 912347120 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS4 Erskyne Island Site 1 -23.5 151.77 2017-03-09T13:00:00Z 5 Chordata Actinopterygii Gobiidae Istigobius decoratus 2 29 CK POINT (151.77 -23.5) +M2_FISH_DATA.114 114 912347120 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS4 Erskyne Island Site 1 -23.5 151.77 2017-03-09T13:00:00Z 5 Chordata Actinopterygii Pinguipedidae Parapercis australis 1 1 CK POINT (151.77 -23.5) +M2_FISH_DATA.115 115 912347120 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS4 Erskyne Island Site 1 -23.5 151.77 2017-03-09T13:00:00Z 5 Chordata Actinopterygii Pinguipedidae Parapercis xanthozona 1 1 CK POINT (151.77 -23.5) +M2_FISH_DATA.116 116 912347120 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS4 Erskyne Island Site 1 -23.5 151.77 2017-03-09T13:00:00Z 5 Chordata Actinopterygii Gobiidae Valenciennea longipinnis 1 8 CK POINT (151.77 -23.5) +M2_FISH_DATA.117 117 912347120 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS4 Erskyne Island Site 1 -23.5 151.77 2017-03-09T13:00:00Z 5 Chordata Actinopterygii Gobiidae Valenciennea longipinnis 2 13 CK POINT (151.77 -23.5) +M2_FISH_DATA.118 118 912347120 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS4 Erskyne Island Site 1 -23.5 151.77 2017-03-09T13:00:00Z 5 Chordata Actinopterygii Gobiidae Valenciennea muralis 1 1 CK POINT (151.77 -23.5) +M2_FISH_DATA.119 119 912347120 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS4 Erskyne Island Site 1 -23.5 151.77 2017-03-09T13:00:00Z 5 Chordata Actinopterygii Gobiidae Valenciennea muralis 2 2 CK POINT (151.77 -23.5) +M2_FISH_DATA.120 120 912347121 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS4 Erskyne Island Site 1 -23.5 151.77 2017-03-09T13:00:00Z 5.1 Chordata Actinopterygii Blenniidae Ecsenius bicolor 2 1 CK POINT (151.77 -23.5) +M2_FISH_DATA.121 121 912347121 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS4 Erskyne Island Site 1 -23.5 151.77 2017-03-09T13:00:00Z 5.1 Chordata Actinopterygii Blenniidae Ecsenius mandibularis 1 17 CK POINT (151.77 -23.5) +M2_FISH_DATA.122 122 912347121 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS4 Erskyne Island Site 1 -23.5 151.77 2017-03-09T13:00:00Z 5.1 Chordata Actinopterygii Blenniidae Ecsenius mandibularis 2 21 CK POINT (151.77 -23.5) +M2_FISH_DATA.123 123 912347121 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS4 Erskyne Island Site 1 -23.5 151.77 2017-03-09T13:00:00Z 5.1 Chordata Actinopterygii Blenniidae Ecsenius sp. [black and green] 1 1 CK POINT (151.77 -23.5) +M2_FISH_DATA.124 124 912347121 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS4 Erskyne Island Site 1 -23.5 151.77 2017-03-09T13:00:00Z 5.1 Chordata Actinopterygii Blenniidae Ecsenius sp. [black and green] 2 1 CK POINT (151.77 -23.5) +M2_FISH_DATA.125 125 912347121 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS4 Erskyne Island Site 1 -23.5 151.77 2017-03-09T13:00:00Z 5.1 Chordata Actinopterygii Blenniidae Ecsenius stictus 2 2 CK POINT (151.77 -23.5) +M2_FISH_DATA.126 126 912347121 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS4 Erskyne Island Site 1 -23.5 151.77 2017-03-09T13:00:00Z 5.1 Chordata Actinopterygii Tripterygiidae Enneapterygius similis 1 15 CK POINT (151.77 -23.5) +M2_FISH_DATA.127 127 912347121 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS4 Erskyne Island Site 1 -23.5 151.77 2017-03-09T13:00:00Z 5.1 Chordata Actinopterygii Gobiidae Eviota guttata 1 3 CK POINT (151.77 -23.5) +M2_FISH_DATA.128 128 912347121 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS4 Erskyne Island Site 1 -23.5 151.77 2017-03-09T13:00:00Z 5.1 Chordata Actinopterygii Gobiidae Eviota guttata 2 6 CK POINT (151.77 -23.5) +M2_FISH_DATA.129 129 912347121 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS4 Erskyne Island Site 1 -23.5 151.77 2017-03-09T13:00:00Z 5.1 Chordata Actinopterygii Gobiidae Eviota prasites 2 2 CK POINT (151.77 -23.5) +M2_FISH_DATA.130 130 912347121 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS4 Erskyne Island Site 1 -23.5 151.77 2017-03-09T13:00:00Z 5.1 Chordata Actinopterygii Gobiidae Eviota sebreei 2 1 CK POINT (151.77 -23.5) +M2_FISH_DATA.131 131 912347121 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS4 Erskyne Island Site 1 -23.5 151.77 2017-03-09T13:00:00Z 5.1 Chordata Actinopterygii Gobiidae Istigobius decoratus 1 30 CK POINT (151.77 -23.5) +M2_FISH_DATA.132 132 912347121 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS4 Erskyne Island Site 1 -23.5 151.77 2017-03-09T13:00:00Z 5.1 Chordata Actinopterygii Gobiidae Istigobius decoratus 2 13 CK POINT (151.77 -23.5) +M2_FISH_DATA.133 133 912347121 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS4 Erskyne Island Site 1 -23.5 151.77 2017-03-09T13:00:00Z 5.1 Chordata Actinopterygii Blenniidae Plagiotremus laudandus 1 2 CK POINT (151.77 -23.5) +M2_FISH_DATA.134 134 912347121 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS4 Erskyne Island Site 1 -23.5 151.77 2017-03-09T13:00:00Z 5.1 Chordata Actinopterygii Blenniidae Plagiotremus laudandus 2 2 CK POINT (151.77 -23.5) +M2_FISH_DATA.135 135 912347121 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS4 Erskyne Island Site 1 -23.5 151.77 2017-03-09T13:00:00Z 5.1 Chordata Actinopterygii Gobiidae Valenciennea longipinnis 1 12 CK POINT (151.77 -23.5) +M2_FISH_DATA.136 136 912347121 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS4 Erskyne Island Site 1 -23.5 151.77 2017-03-09T13:00:00Z 5.1 Chordata Actinopterygii Gobiidae Valenciennea longipinnis 2 3 CK POINT (151.77 -23.5) +M2_FISH_DATA.137 137 912347121 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS4 Erskyne Island Site 1 -23.5 151.77 2017-03-09T13:00:00Z 5.1 Chordata Actinopterygii Gobiidae Valenciennea muralis 2 6 CK POINT (151.77 -23.5) +M2_FISH_DATA.138 138 912345718 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS5 Erskyne Island Site 2 -23.5 151.78 2015-10-03T14:00:00Z 6 Chordata Actinopterygii Tripterygiidae Enneapterygius similis 1 6 ATC POINT (151.78 -23.5) +M2_FISH_DATA.139 139 912345718 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS5 Erskyne Island Site 2 -23.5 151.78 2015-10-03T14:00:00Z 6 Chordata Actinopterygii Gobiidae Gobiodon histrio 1 2 ATC POINT (151.78 -23.5) +M2_FISH_DATA.140 140 912345719 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS5 Erskyne Island Site 2 -23.5 151.78 2015-10-03T14:00:00Z 6.1 Chordata Actinopterygii Tripterygiidae Enneapterygius similis 1 3 ATC POINT (151.78 -23.5) +M2_FISH_DATA.141 141 912345719 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS5 Erskyne Island Site 2 -23.5 151.78 2015-10-03T14:00:00Z 6.1 Chordata Actinopterygii Gobiidae Gobiodon histrio 1 3 ATC POINT (151.78 -23.5) +M2_FISH_DATA.142 142 912345719 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS5 Erskyne Island Site 2 -23.5 151.78 2015-10-03T14:00:00Z 6.1 Chordata Actinopterygii Gobiidae Eviota spp. 2 8 PBD POINT (151.78 -23.5) +M2_FISH_DATA.143 143 912347122 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS5 Erskyne Island Site 2 -23.5 151.78 2017-03-09T13:00:00Z 6.1 Chordata Actinopterygii Apogonidae Apogon capricornis 1 95 GJE POINT (151.78 -23.5) +M2_FISH_DATA.144 144 912347122 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS5 Erskyne Island Site 2 -23.5 151.78 2017-03-09T13:00:00Z 6.1 Chordata Actinopterygii Apogonidae Apogon capricornis 2 155 GJE POINT (151.78 -23.5) +M2_FISH_DATA.145 145 912347122 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS5 Erskyne Island Site 2 -23.5 151.78 2017-03-09T13:00:00Z 6.1 Chordata Actinopterygii Blenniidae Ecsenius mandibularis 1 7 GJE POINT (151.78 -23.5) +M2_FISH_DATA.146 146 912347122 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS5 Erskyne Island Site 2 -23.5 151.78 2017-03-09T13:00:00Z 6.1 Chordata Actinopterygii Blenniidae Ecsenius mandibularis 2 9 GJE POINT (151.78 -23.5) +M2_FISH_DATA.147 147 912347122 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS5 Erskyne Island Site 2 -23.5 151.78 2017-03-09T13:00:00Z 6.1 Chordata Actinopterygii Blenniidae Ecsenius stictus 1 2 GJE POINT (151.78 -23.5) +M2_FISH_DATA.148 148 912347122 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS5 Erskyne Island Site 2 -23.5 151.78 2017-03-09T13:00:00Z 6.1 Chordata Actinopterygii Gobiidae Eviota guttata 1 12 GJE POINT (151.78 -23.5) +M2_FISH_DATA.149 149 912347122 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS5 Erskyne Island Site 2 -23.5 151.78 2017-03-09T13:00:00Z 6.1 Chordata Actinopterygii Gobiidae Eviota guttata 2 5 GJE POINT (151.78 -23.5) +M2_FISH_DATA.150 150 912347122 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS5 Erskyne Island Site 2 -23.5 151.78 2017-03-09T13:00:00Z 6.1 Chordata Actinopterygii Gobiidae Fusigobius neophytus 1 4 GJE POINT (151.78 -23.5) +M2_FISH_DATA.151 151 912347122 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS5 Erskyne Island Site 2 -23.5 151.78 2017-03-09T13:00:00Z 6.1 Chordata Actinopterygii Gobiidae Istigobius decoratus 2 4 GJE POINT (151.78 -23.5) +M2_FISH_DATA.152 152 912347122 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS5 Erskyne Island Site 2 -23.5 151.78 2017-03-09T13:00:00Z 6.1 Chordata Actinopterygii Pempherididae Parapriacanthus ransonneti 1 225 GJE POINT (151.78 -23.5) +M2_FISH_DATA.153 153 912347135 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS5 Erskyne Island Site 2 -23.5 151.78 2017-03-09T13:00:00Z 6 Chordata Actinopterygii Gobiidae Amblygobius phalaena 1 3 CK POINT (151.78 -23.5) +M2_FISH_DATA.154 154 912347135 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS5 Erskyne Island Site 2 -23.5 151.78 2017-03-09T13:00:00Z 6 Chordata Actinopterygii Apogonidae Apogon capricornis 1 25 CK POINT (151.78 -23.5) +M2_FISH_DATA.155 155 912347135 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS5 Erskyne Island Site 2 -23.5 151.78 2017-03-09T13:00:00Z 6 Chordata Actinopterygii Apogonidae Apogon capricornis 2 60 CK POINT (151.78 -23.5) +M2_FISH_DATA.156 156 912347135 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS5 Erskyne Island Site 2 -23.5 151.78 2017-03-09T13:00:00Z 6 Chordata Actinopterygii Blenniidae Atrosalarias holomelas 1 5 CK POINT (151.78 -23.5) +M2_FISH_DATA.157 157 912347135 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS5 Erskyne Island Site 2 -23.5 151.78 2017-03-09T13:00:00Z 6 Chordata Actinopterygii Blenniidae Atrosalarias holomelas 2 3 CK POINT (151.78 -23.5) +M2_FISH_DATA.158 158 912347135 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS5 Erskyne Island Site 2 -23.5 151.78 2017-03-09T13:00:00Z 6 Chordata Actinopterygii Blenniidae Crossosalarias macrospilus 1 1 CK POINT (151.78 -23.5) +M2_FISH_DATA.159 159 912347135 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS5 Erskyne Island Site 2 -23.5 151.78 2017-03-09T13:00:00Z 6 Chordata Actinopterygii Blenniidae Ecsenius mandibularis 1 1 CK POINT (151.78 -23.5) +M2_FISH_DATA.160 160 912347135 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS5 Erskyne Island Site 2 -23.5 151.78 2017-03-09T13:00:00Z 6 Chordata Actinopterygii Blenniidae Ecsenius mandibularis 2 3 CK POINT (151.78 -23.5) +M2_FISH_DATA.161 161 912347135 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS5 Erskyne Island Site 2 -23.5 151.78 2017-03-09T13:00:00Z 6 Chordata Actinopterygii Tripterygiidae Enneapterygius similis 2 1 CK POINT (151.78 -23.5) +M2_FISH_DATA.162 162 912347135 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS5 Erskyne Island Site 2 -23.5 151.78 2017-03-09T13:00:00Z 6 Chordata Actinopterygii Gobiidae Eviota guttata 1 1 CK POINT (151.78 -23.5) +M2_FISH_DATA.163 163 912347135 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS5 Erskyne Island Site 2 -23.5 151.78 2017-03-09T13:00:00Z 6 Chordata Actinopterygii Gobiidae Eviota guttata 2 1 CK POINT (151.78 -23.5) +M2_FISH_DATA.164 164 912347135 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS5 Erskyne Island Site 2 -23.5 151.78 2017-03-09T13:00:00Z 6 Chordata Actinopterygii Gobiidae Eviota prasites 1 1 CK POINT (151.78 -23.5) +M2_FISH_DATA.165 165 912347135 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS5 Erskyne Island Site 2 -23.5 151.78 2017-03-09T13:00:00Z 6 Chordata Actinopterygii Muraenidae Gymnothorax javanicus 1 1 CK POINT (151.78 -23.5) +M2_FISH_DATA.166 166 912347135 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS5 Erskyne Island Site 2 -23.5 151.78 2017-03-09T13:00:00Z 6 Chordata Actinopterygii Gobiidae Istigobius decoratus 1 4 CK POINT (151.78 -23.5) +M2_FISH_DATA.167 167 912347135 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS5 Erskyne Island Site 2 -23.5 151.78 2017-03-09T13:00:00Z 6 Chordata Actinopterygii Pempherididae Parapriacanthus ransonneti 1 85 CK POINT (151.78 -23.5) +M2_FISH_DATA.168 168 912347135 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS5 Erskyne Island Site 2 -23.5 151.78 2017-03-09T13:00:00Z 6 Chordata Actinopterygii Pempherididae Parapriacanthus ransonneti 2 200 CK POINT (151.78 -23.5) +M2_FISH_DATA.169 169 912347135 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS5 Erskyne Island Site 2 -23.5 151.78 2017-03-09T13:00:00Z 6 Chordata Actinopterygii Pseudochromidae Pseudochromis fuscus 1 1 CK POINT (151.78 -23.5) +M2_FISH_DATA.170 170 912347135 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS5 Erskyne Island Site 2 -23.5 151.78 2017-03-09T13:00:00Z 6 Chordata Actinopterygii Synodontidae Synodus variegatus 1 2 CK POINT (151.78 -23.5) +M2_FISH_DATA.171 171 912347135 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS5 Erskyne Island Site 2 -23.5 151.78 2017-03-09T13:00:00Z 6 Chordata Actinopterygii Synodontidae Synodus variegatus 2 2 CK POINT (151.78 -23.5) +M2_FISH_DATA.172 172 912347135 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS5 Erskyne Island Site 2 -23.5 151.78 2017-03-09T13:00:00Z 6 Chordata Actinopterygii Apogonidae Taeniamia leai 1 5 CK POINT (151.78 -23.5) +M2_FISH_DATA.173 173 912347135 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS5 Erskyne Island Site 2 -23.5 151.78 2017-03-09T13:00:00Z 6 Chordata Actinopterygii Apogonidae Taeniamia leai 2 10 CK POINT (151.78 -23.5) +M2_FISH_DATA.174 174 912345720 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS6 Erskyne Island Site 3 -23.5 151.78 2015-10-04T13:00:00Z 7 Chordata Actinopterygii Blenniidae Ecsenius stictus 1 1 ATC POINT (151.78 -23.5) +M2_FISH_DATA.175 175 912345720 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS6 Erskyne Island Site 3 -23.5 151.78 2015-10-04T13:00:00Z 7 Chordata Actinopterygii Tripterygiidae Enneapterygius similis 1 5 ATC POINT (151.78 -23.5) +M2_FISH_DATA.176 176 912345720 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS6 Erskyne Island Site 3 -23.5 151.78 2015-10-04T13:00:00Z 7 Chordata Actinopterygii Gobiidae Istigobius decoratus 1 4 ATC POINT (151.78 -23.5) +M2_FISH_DATA.177 177 912345720 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS6 Erskyne Island Site 3 -23.5 151.78 2015-10-04T13:00:00Z 7 Chordata Actinopterygii Pinguipedidae Parapercis queenslandica 1 1 ATC POINT (151.78 -23.5) +M2_FISH_DATA.178 178 912345720 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS6 Erskyne Island Site 3 -23.5 151.78 2015-10-04T13:00:00Z 7 Chordata Actinopterygii Holocentridae Sargocentron rubrum 1 2 ATC POINT (151.78 -23.5) +M2_FISH_DATA.179 179 912345720 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS6 Erskyne Island Site 3 -23.5 151.78 2015-10-04T13:00:00Z 7 Chordata Actinopterygii Pinguipedidae Parapercis spp. 2 1 PBD POINT (151.78 -23.5) +M2_FISH_DATA.180 180 912345721 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS6 Erskyne Island Site 3 -23.5 151.78 2015-10-04T13:00:00Z 7.1 Chordata Actinopterygii Blenniidae Ecsenius stictus 1 3 ATC POINT (151.78 -23.5) +M2_FISH_DATA.181 181 912345721 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS6 Erskyne Island Site 3 -23.5 151.78 2015-10-04T13:00:00Z 7.1 Chordata Actinopterygii Gobiidae Istigobius decoratus 1 5 ATC POINT (151.78 -23.5) +M2_FISH_DATA.182 182 912345721 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS6 Erskyne Island Site 3 -23.5 151.78 2015-10-04T13:00:00Z 7.1 Chordata Actinopterygii Holocentridae Sargocentron rubrum 1 1 ATC POINT (151.78 -23.5) +M2_FISH_DATA.183 183 912345721 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS6 Erskyne Island Site 3 -23.5 151.78 2015-10-04T13:00:00Z 7.1 Chordata Actinopterygii Synodontidae Synodus variegatus 1 1 ATC POINT (151.78 -23.5) +M2_FISH_DATA.184 184 912345721 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS6 Erskyne Island Site 3 -23.5 151.78 2015-10-04T13:00:00Z 7.1 Chordata Actinopterygii Gobiidae Amblygobius phalaena 2 1 PBD POINT (151.78 -23.5) +M2_FISH_DATA.185 185 912345721 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS6 Erskyne Island Site 3 -23.5 151.78 2015-10-04T13:00:00Z 7.1 Chordata Actinopterygii Pinguipedidae Parapercis spp. 2 1 PBD POINT (151.78 -23.5) +M2_FISH_DATA.186 186 912345721 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS6 Erskyne Island Site 3 -23.5 151.78 2015-10-04T13:00:00Z 7.1 Chordata Actinopterygii Synodontidae Synodus variegatus 2 1 PBD POINT (151.78 -23.5) +M2_FISH_DATA.187 187 912345722 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS7 Broomfield Reef Site 2 -23.25 151.95 2015-10-04T13:00:00Z 8 Chordata Actinopterygii Blenniidae Ecsenius stictus 1 4 ATC POINT (151.95 -23.25) +M2_FISH_DATA.188 188 912345722 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS7 Broomfield Reef Site 2 -23.25 151.95 2015-10-04T13:00:00Z 8 Chordata Actinopterygii Blenniidae Blenniid spp. 2 2 PBD POINT (151.95 -23.25) +M2_FISH_DATA.189 189 912345722 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS7 Broomfield Reef Site 2 -23.25 151.95 2015-10-04T13:00:00Z 8 Chordata Actinopterygii Gobiidae Gobiid spp. 2 1 PBD POINT (151.95 -23.25) +M2_FISH_DATA.190 190 912345723 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS7 Broomfield Reef Site 2 -23.25 151.95 2015-10-04T13:00:00Z 8.5 Chordata Actinopterygii Blenniidae Cirripectes spp. 1 1 ATC POINT (151.95 -23.25) +M2_FISH_DATA.191 191 912345723 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS7 Broomfield Reef Site 2 -23.25 151.95 2015-10-04T13:00:00Z 8.5 Chordata Actinopterygii Blenniidae Ecsenius stictus 1 2 ATC POINT (151.95 -23.25) +M2_FISH_DATA.192 192 912345723 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS7 Broomfield Reef Site 2 -23.25 151.95 2015-10-04T13:00:00Z 8.5 Chordata Actinopterygii Apogonidae Apogonid spp. 2 2 PBD POINT (151.95 -23.25) +M2_FISH_DATA.193 193 912347125 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS7 Broomfield Reef Site 2 -23.25 151.95 2017-03-08T13:00:00Z 8 Chordata Actinopterygii Blenniidae Cirripectes filamentosus 1 1 CK POINT (151.95 -23.25) +M2_FISH_DATA.194 194 912347125 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS7 Broomfield Reef Site 2 -23.25 151.95 2017-03-08T13:00:00Z 8 Chordata Actinopterygii Blenniidae Ecsenius bicolor 1 2 CK POINT (151.95 -23.25) +M2_FISH_DATA.195 195 912347125 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS7 Broomfield Reef Site 2 -23.25 151.95 2017-03-08T13:00:00Z 8 Chordata Actinopterygii Blenniidae Ecsenius bicolor 2 4 CK POINT (151.95 -23.25) +M2_FISH_DATA.196 196 912347125 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS7 Broomfield Reef Site 2 -23.25 151.95 2017-03-08T13:00:00Z 8 Chordata Actinopterygii Blenniidae Ecsenius mandibularis 1 4 CK POINT (151.95 -23.25) +M2_FISH_DATA.197 197 912347125 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS7 Broomfield Reef Site 2 -23.25 151.95 2017-03-08T13:00:00Z 8 Chordata Actinopterygii Blenniidae Ecsenius mandibularis 2 3 CK POINT (151.95 -23.25) +M2_FISH_DATA.198 198 912347125 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS7 Broomfield Reef Site 2 -23.25 151.95 2017-03-08T13:00:00Z 8 Chordata Actinopterygii Blenniidae Ecsenius sp. [black and green] 1 2 CK POINT (151.95 -23.25) +M2_FISH_DATA.199 199 912347125 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS7 Broomfield Reef Site 2 -23.25 151.95 2017-03-08T13:00:00Z 8 Chordata Actinopterygii Blenniidae Ecsenius sp. [black and green] 2 3 CK POINT (151.95 -23.25) +M2_FISH_DATA.200 200 912347125 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS7 Broomfield Reef Site 2 -23.25 151.95 2017-03-08T13:00:00Z 8 Chordata Actinopterygii Blenniidae Ecsenius stictus 1 1 CK POINT (151.95 -23.25) +M2_FISH_DATA.201 201 912347125 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS7 Broomfield Reef Site 2 -23.25 151.95 2017-03-08T13:00:00Z 8 Chordata Actinopterygii Blenniidae Ecsenius stictus 2 1 CK POINT (151.95 -23.25) +M2_FISH_DATA.202 202 912347125 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS7 Broomfield Reef Site 2 -23.25 151.95 2017-03-08T13:00:00Z 8 Chordata Actinopterygii Gobiidae Eviota guttata 1 2 CK POINT (151.95 -23.25) +M2_FISH_DATA.203 203 912347125 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS7 Broomfield Reef Site 2 -23.25 151.95 2017-03-08T13:00:00Z 8 Chordata Actinopterygii Blenniidae Plagiotremus tapeinosoma 2 1 CK POINT (151.95 -23.25) +M2_FISH_DATA.204 204 912347125 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS7 Broomfield Reef Site 2 -23.25 151.95 2017-03-08T13:00:00Z 8 Chordata Actinopterygii Gobiidae Pleurosicya spp. 1 5 CK POINT (151.95 -23.25) +M2_FISH_DATA.205 205 912347125 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS7 Broomfield Reef Site 2 -23.25 151.95 2017-03-08T13:00:00Z 8 Chordata Actinopterygii Synodontidae Synodus variegatus 2 1 CK POINT (151.95 -23.25) +M2_FISH_DATA.206 206 912347126 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS7 Broomfield Reef Site 2 -23.25 151.95 2017-03-08T13:00:00Z 8.5 Chordata Actinopterygii Blenniidae Ecsenius bicolor 1 2 CK POINT (151.95 -23.25) +M2_FISH_DATA.207 207 912347126 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS7 Broomfield Reef Site 2 -23.25 151.95 2017-03-08T13:00:00Z 8.5 Chordata Actinopterygii Blenniidae Ecsenius bicolor 2 6 CK POINT (151.95 -23.25) +M2_FISH_DATA.208 208 912347126 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS7 Broomfield Reef Site 2 -23.25 151.95 2017-03-08T13:00:00Z 8.5 Chordata Actinopterygii Blenniidae Ecsenius mandibularis 1 3 CK POINT (151.95 -23.25) +M2_FISH_DATA.209 209 912347126 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS7 Broomfield Reef Site 2 -23.25 151.95 2017-03-08T13:00:00Z 8.5 Chordata Actinopterygii Blenniidae Ecsenius mandibularis 2 2 CK POINT (151.95 -23.25) +M2_FISH_DATA.210 210 912347126 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS7 Broomfield Reef Site 2 -23.25 151.95 2017-03-08T13:00:00Z 8.5 Chordata Actinopterygii Blenniidae Ecsenius sp. [black and green] 1 2 CK POINT (151.95 -23.25) +M2_FISH_DATA.211 211 912347126 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS7 Broomfield Reef Site 2 -23.25 151.95 2017-03-08T13:00:00Z 8.5 Chordata Actinopterygii Blenniidae Ecsenius sp. [black and green] 2 3 CK POINT (151.95 -23.25) +M2_FISH_DATA.212 212 912347126 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS7 Broomfield Reef Site 2 -23.25 151.95 2017-03-08T13:00:00Z 8.5 Chordata Actinopterygii Blenniidae Ecsenius stictus 1 2 CK POINT (151.95 -23.25) +M2_FISH_DATA.213 213 912347126 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS7 Broomfield Reef Site 2 -23.25 151.95 2017-03-08T13:00:00Z 8.5 Chordata Actinopterygii Blenniidae Ecsenius stictus 2 1 CK POINT (151.95 -23.25) +M2_FISH_DATA.214 214 912347126 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS7 Broomfield Reef Site 2 -23.25 151.95 2017-03-08T13:00:00Z 8.5 Chordata Actinopterygii Gobiidae Eviota guttata 1 3 CK POINT (151.95 -23.25) +M2_FISH_DATA.215 215 912347126 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS7 Broomfield Reef Site 2 -23.25 151.95 2017-03-08T13:00:00Z 8.5 Chordata Actinopterygii Gobiidae Eviota guttata 2 4 CK POINT (151.95 -23.25) +M2_FISH_DATA.216 216 912345724 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS8 Broomfield Reef Site 1 -23.25 151.94 2015-10-05T13:00:00Z 8 Chordata Actinopterygii Blenniidae Ecsenius bicolor 1 10 ATC POINT (151.94 -23.25) +M2_FISH_DATA.217 217 912345724 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS8 Broomfield Reef Site 1 -23.25 151.94 2015-10-05T13:00:00Z 8 Chordata Actinopterygii Blenniidae Ecsenius stictus 1 6 ATC POINT (151.94 -23.25) +M2_FISH_DATA.218 218 912345724 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS8 Broomfield Reef Site 1 -23.25 151.94 2015-10-05T13:00:00Z 8 Chordata Actinopterygii Tripterygiidae Enneapterygius similis 1 2 ATC POINT (151.94 -23.25) +M2_FISH_DATA.219 219 912345724 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS8 Broomfield Reef Site 1 -23.25 151.94 2015-10-05T13:00:00Z 8 Chordata Actinopterygii Serranidae Epinephelus fasciatus 1 2 ATC POINT (151.94 -23.25) +M2_FISH_DATA.220 220 912345724 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS8 Broomfield Reef Site 1 -23.25 151.94 2015-10-05T13:00:00Z 8 Chordata Actinopterygii Holocentridae Sargocentron rubrum 1 1 ATC POINT (151.94 -23.25) +M2_FISH_DATA.221 221 912345724 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS8 Broomfield Reef Site 1 -23.25 151.94 2015-10-05T13:00:00Z 8 Chordata Actinopterygii Gobiidae Ctenogobiops pomastictus 2 3 PBD POINT (151.94 -23.25) +M2_FISH_DATA.222 222 912345725 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS8 Broomfield Reef Site 1 -23.25 151.94 2015-10-05T13:00:00Z 8.1 Chordata Actinopterygii Blenniidae Ecsenius bicolor 1 12 ATC POINT (151.94 -23.25) +M2_FISH_DATA.223 223 912345725 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS8 Broomfield Reef Site 1 -23.25 151.94 2015-10-05T13:00:00Z 8.1 Chordata Actinopterygii Blenniidae Ecsenius stictus 1 3 ATC POINT (151.94 -23.25) +M2_FISH_DATA.224 224 912345725 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS8 Broomfield Reef Site 1 -23.25 151.94 2015-10-05T13:00:00Z 8.1 Chordata Actinopterygii Tripterygiidae Enneapterygius similis 1 1 ATC POINT (151.94 -23.25) +M2_FISH_DATA.225 225 912347123 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS8 Broomfield Reef Site 1 -23.25 151.94 2017-03-08T13:00:00Z 8 Chordata Actinopterygii Plesiopidae Assessor macneilli 1 10 CK POINT (151.94 -23.25) +M2_FISH_DATA.226 226 912347123 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS8 Broomfield Reef Site 1 -23.25 151.94 2017-03-08T13:00:00Z 8 Chordata Actinopterygii Apogonidae Cheilodipterus quinquelineatus 1 1 CK POINT (151.94 -23.25) +M2_FISH_DATA.227 227 912347123 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS8 Broomfield Reef Site 1 -23.25 151.94 2017-03-08T13:00:00Z 8 Chordata Actinopterygii Blenniidae Ecsenius bicolor 2 2 CK POINT (151.94 -23.25) +M2_FISH_DATA.228 228 912347123 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS8 Broomfield Reef Site 1 -23.25 151.94 2017-03-08T13:00:00Z 8 Chordata Actinopterygii Blenniidae Ecsenius mandibularis 1 3 CK POINT (151.94 -23.25) +M2_FISH_DATA.229 229 912347123 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS8 Broomfield Reef Site 1 -23.25 151.94 2017-03-08T13:00:00Z 8 Chordata Actinopterygii Blenniidae Ecsenius mandibularis 2 1 CK POINT (151.94 -23.25) +M2_FISH_DATA.230 230 912347123 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS8 Broomfield Reef Site 1 -23.25 151.94 2017-03-08T13:00:00Z 8 Chordata Actinopterygii Blenniidae Ecsenius sp. [black and green] 1 1 CK POINT (151.94 -23.25) +M2_FISH_DATA.231 231 912347123 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS8 Broomfield Reef Site 1 -23.25 151.94 2017-03-08T13:00:00Z 8 Chordata Actinopterygii Blenniidae Ecsenius sp. [black and green] 2 4 CK POINT (151.94 -23.25) +M2_FISH_DATA.232 232 912347123 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS8 Broomfield Reef Site 1 -23.25 151.94 2017-03-08T13:00:00Z 8 Chordata Actinopterygii Blenniidae Ecsenius stictus 1 3 CK POINT (151.94 -23.25) +M2_FISH_DATA.233 233 912347123 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS8 Broomfield Reef Site 1 -23.25 151.94 2017-03-08T13:00:00Z 8 Chordata Actinopterygii Blenniidae Ecsenius stictus 2 1 CK POINT (151.94 -23.25) +M2_FISH_DATA.234 234 912347123 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS8 Broomfield Reef Site 1 -23.25 151.94 2017-03-08T13:00:00Z 8 Chordata Actinopterygii Gobiidae Eviota guttata 1 6 CK POINT (151.94 -23.25) +M2_FISH_DATA.235 235 912347123 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS8 Broomfield Reef Site 1 -23.25 151.94 2017-03-08T13:00:00Z 8 Chordata Actinopterygii Gobiidae Eviota guttata 2 6 CK POINT (151.94 -23.25) +M2_FISH_DATA.236 236 912347123 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS8 Broomfield Reef Site 1 -23.25 151.94 2017-03-08T13:00:00Z 8 Chordata Actinopterygii Gobiidae Gobiodon quinquestrigatus 2 1 CK POINT (151.94 -23.25) +M2_FISH_DATA.237 237 912347123 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS8 Broomfield Reef Site 1 -23.25 151.94 2017-03-08T13:00:00Z 8 Chordata Actinopterygii Scorpaenidae Scorpaenid spp. 1 1 CK POINT (151.94 -23.25) +M2_FISH_DATA.238 238 912347124 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS8 Broomfield Reef Site 1 -23.25 151.94 2017-03-08T13:00:00Z 8.1 Chordata Actinopterygii Blenniidae Blenniella chrysospilos 1 1 CK POINT (151.94 -23.25) +M2_FISH_DATA.239 239 912347124 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS8 Broomfield Reef Site 1 -23.25 151.94 2017-03-08T13:00:00Z 8.1 Chordata Actinopterygii Blenniidae Ecsenius bicolor 1 10 CK POINT (151.94 -23.25) +M2_FISH_DATA.240 240 912347124 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS8 Broomfield Reef Site 1 -23.25 151.94 2017-03-08T13:00:00Z 8.1 Chordata Actinopterygii Blenniidae Ecsenius bicolor 2 6 CK POINT (151.94 -23.25) +M2_FISH_DATA.241 241 912347124 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS8 Broomfield Reef Site 1 -23.25 151.94 2017-03-08T13:00:00Z 8.1 Chordata Actinopterygii Blenniidae Ecsenius mandibularis 1 5 CK POINT (151.94 -23.25) +M2_FISH_DATA.242 242 912347124 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS8 Broomfield Reef Site 1 -23.25 151.94 2017-03-08T13:00:00Z 8.1 Chordata Actinopterygii Blenniidae Ecsenius mandibularis 2 3 CK POINT (151.94 -23.25) +M2_FISH_DATA.243 243 912347124 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS8 Broomfield Reef Site 1 -23.25 151.94 2017-03-08T13:00:00Z 8.1 Chordata Actinopterygii Blenniidae Ecsenius sp. [black and green] 1 17 CK POINT (151.94 -23.25) +M2_FISH_DATA.244 244 912347124 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS8 Broomfield Reef Site 1 -23.25 151.94 2017-03-08T13:00:00Z 8.1 Chordata Actinopterygii Blenniidae Ecsenius sp. [black and green] 2 16 CK POINT (151.94 -23.25) +M2_FISH_DATA.245 245 912347124 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS8 Broomfield Reef Site 1 -23.25 151.94 2017-03-08T13:00:00Z 8.1 Chordata Actinopterygii Blenniidae Ecsenius spp. 1 1 CK POINT (151.94 -23.25) +M2_FISH_DATA.246 246 912347124 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS8 Broomfield Reef Site 1 -23.25 151.94 2017-03-08T13:00:00Z 8.1 Chordata Actinopterygii Gobiidae Eviota guttata 1 2 CK POINT (151.94 -23.25) +M2_FISH_DATA.247 247 912347124 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS8 Broomfield Reef Site 1 -23.25 151.94 2017-03-08T13:00:00Z 8.1 Chordata Actinopterygii Gobiidae Eviota guttata 2 4 CK POINT (151.94 -23.25) +M2_FISH_DATA.248 248 912347124 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS8 Broomfield Reef Site 1 -23.25 151.94 2017-03-08T13:00:00Z 8.1 Chordata Actinopterygii Blenniidae Plagiotremus tapeinosoma 1 1 CK POINT (151.94 -23.25) +M2_FISH_DATA.249 249 912347124 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS8 Broomfield Reef Site 1 -23.25 151.94 2017-03-08T13:00:00Z 8.1 Chordata Actinopterygii Holocentridae Sargocentron rubrum 1 1 CK POINT (151.94 -23.25) +M2_FISH_DATA.250 250 912347124 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS8 Broomfield Reef Site 1 -23.25 151.94 2017-03-08T13:00:00Z 8.1 Chordata Actinopterygii Tripterygiidae Ucla xenogrammus 1 2 CK POINT (151.94 -23.25) +M2_FISH_DATA.251 251 912345726 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS9 Broomfield Reef Site 3 -23.26 151.95 2015-10-05T13:00:00Z 9 Chordata Actinopterygii Blenniidae Cirripectes spp. 1 1 ATC POINT (151.95 -23.26) +M2_FISH_DATA.252 252 912345726 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS9 Broomfield Reef Site 3 -23.26 151.95 2015-10-05T13:00:00Z 9 Chordata Actinopterygii Blenniidae Ecsenius bicolor 1 3 ATC POINT (151.95 -23.26) +M2_FISH_DATA.253 253 912349189 Spain Alboran Sea Temperate Northern Atlantic AND64 Isla San Andrés (Parque Natural) 36.99 -1.89 2015-09-13T14:00:00Z 11.5 Chordata Actinopterygii Apogonidae Apogon imberbis 1 1 NDL POINT (-1.8900000000000001 36.99) +M2_FISH_DATA.254 254 912349189 Spain Alboran Sea Temperate Northern Atlantic AND64 Isla San Andrés (Parque Natural) 36.99 -1.89 2015-09-13T14:00:00Z 11.5 Chordata Actinopterygii Blenniidae Parablennius gattorugine 1 1 NDL POINT (-1.8900000000000001 36.99) +M2_FISH_DATA.255 255 912349189 Spain Alboran Sea Temperate Northern Atlantic AND64 Isla San Andrés (Parque Natural) 36.99 -1.89 2015-09-13T14:00:00Z 11.5 Chordata Actinopterygii Tripterygiidae Tripterygion delaisi 1 3 NDL POINT (-1.8900000000000001 36.99) +M2_FISH_DATA.256 256 912349190 Spain Alboran Sea Temperate Northern Atlantic AND65 Isla San Juan 37.35 -1.65 2015-09-13T14:00:00Z 9.6 Chordata Actinopterygii Apogonidae Apogon imberbis 1 1 JASF POINT (-1.65 37.35) +M2_FISH_DATA.257 257 912349190 Spain Alboran Sea Temperate Northern Atlantic AND65 Isla San Juan 37.35 -1.65 2015-09-13T14:00:00Z 9.6 Chordata Actinopterygii Scorpaenidae Scorpaena notata 1 2 JASF POINT (-1.65 37.35) +M2_FISH_DATA.258 258 912349190 Spain Alboran Sea Temperate Northern Atlantic AND65 Isla San Juan 37.35 -1.65 2015-09-13T14:00:00Z 9.6 Chordata Actinopterygii Tripterygiidae Tripterygion tripteronotum 1 2 JASF POINT (-1.65 37.35) +M2_FISH_DATA.259 259 912349192 Spain Alboran Sea Temperate Northern Atlantic AND66 Villaricos Norte 37.31 -1.7 2015-09-13T14:00:00Z 8.5 Chordata Actinopterygii Muraenidae Muraena helena 2 1 NSM POINT (-1.7 37.31) +M2_FISH_DATA.260 260 912349192 Spain Alboran Sea Temperate Northern Atlantic AND66 Villaricos Norte 37.31 -1.7 2015-09-13T14:00:00Z 8.5 Chordata Actinopterygii Scorpaenidae Scorpaena porcus 2 1 NSM POINT (-1.7 37.31) +M2_FISH_DATA.261 261 912349133 Spain Alboran Sea Temperate Northern Atlantic AND7 Adra 36.74 -3.01 2013-11-26T13:00:00Z 1.8 Chordata Actinopterygii Gobiidae Gobius bucchichi 1 20 JASF POINT (-3.01 36.74) +M2_FISH_DATA.262 262 912349133 Spain Alboran Sea Temperate Northern Atlantic AND7 Adra 36.74 -3.01 2013-11-26T13:00:00Z 1.8 Chordata Actinopterygii Gobiidae Gobius bucchichi 2 6 JASF POINT (-3.01 36.74) +M2_FISH_DATA.263 263 912349133 Spain Alboran Sea Temperate Northern Atlantic AND7 Adra 36.74 -3.01 2013-11-26T13:00:00Z 1.8 Chordata Actinopterygii Blenniidae Parablennius pilicornis 1 6 JASF POINT (-3.01 36.74) +M2_FISH_DATA.264 264 912349133 Spain Alboran Sea Temperate Northern Atlantic AND7 Adra 36.74 -3.01 2013-11-26T13:00:00Z 1.8 Chordata Actinopterygii Blenniidae Parablennius pilicornis 2 1 JASF POINT (-3.01 36.74) +M2_FISH_DATA.265 265 912349134 Spain Alboran Sea Temperate Northern Atlantic AND8 Almeria puerto 36.83 -2.46 2013-11-27T13:00:00Z 1.8 Chordata Actinopterygii Gobiidae Gobius bucchichi 1 2 JASF POINT (-2.46 36.83) +M2_FISH_DATA.266 266 912349134 Spain Alboran Sea Temperate Northern Atlantic AND8 Almeria puerto 36.83 -2.46 2013-11-27T13:00:00Z 1.8 Chordata Actinopterygii Gobiidae Gobius bucchichi 2 3 JASF POINT (-2.46 36.83) +M2_FISH_DATA.267 267 912349134 Spain Alboran Sea Temperate Northern Atlantic AND8 Almeria puerto 36.83 -2.46 2013-11-27T13:00:00Z 1.8 Chordata Actinopterygii Gobiidae Gobius geniporus 1 3 JASF POINT (-2.46 36.83) +M2_FISH_DATA.268 268 912349134 Spain Alboran Sea Temperate Northern Atlantic AND8 Almeria puerto 36.83 -2.46 2013-11-27T13:00:00Z 1.8 Chordata Actinopterygii Gobiidae Gobius geniporus 2 3 JASF POINT (-2.46 36.83) +M2_FISH_DATA.269 269 912349134 Spain Alboran Sea Temperate Northern Atlantic AND8 Almeria puerto 36.83 -2.46 2013-11-27T13:00:00Z 1.8 Chordata Actinopterygii Gobiesocidae Lepadogaster lepadogaster 2 2 JASF POINT (-2.46 36.83) +M2_FISH_DATA.270 270 912349134 Spain Alboran Sea Temperate Northern Atlantic AND8 Almeria puerto 36.83 -2.46 2013-11-27T13:00:00Z 1.8 Chordata Actinopterygii Blenniidae Parablennius pilicornis 1 5 JASF POINT (-2.46 36.83) +M2_FISH_DATA.271 271 912349134 Spain Alboran Sea Temperate Northern Atlantic AND8 Almeria puerto 36.83 -2.46 2013-11-27T13:00:00Z 1.8 Chordata Actinopterygii Blenniidae Parablennius pilicornis 2 5 JASF POINT (-2.46 36.83) +M2_FISH_DATA.272 272 912349134 Spain Alboran Sea Temperate Northern Atlantic AND8 Almeria puerto 36.83 -2.46 2013-11-27T13:00:00Z 1.8 Chordata Actinopterygii Scorpaenidae Scorpaena porcus 1 1 JASF POINT (-2.46 36.83) +M2_FISH_DATA.273 273 912349134 Spain Alboran Sea Temperate Northern Atlantic AND8 Almeria puerto 36.83 -2.46 2013-11-27T13:00:00Z 1.8 Chordata Actinopterygii Scorpaenidae Scorpaena porcus 2 1 JASF POINT (-2.46 36.83) +M2_FISH_DATA.274 274 912344582 Spain Alboran Sea Temperate Northern Atlantic AND9 Camping 36.82 -2.51 2014-07-14T14:00:00Z 3 Chordata Actinopterygii Gobiidae Gobius bucchichi 1 27 JASF POINT (-2.51 36.82) +M2_FISH_DATA.275 275 912344582 Spain Alboran Sea Temperate Northern Atlantic AND9 Camping 36.82 -2.51 2014-07-14T14:00:00Z 3 Chordata Actinopterygii Gobiidae Gobius bucchichi 2 27 JASF POINT (-2.51 36.82) +M2_FISH_DATA.276 276 912344582 Spain Alboran Sea Temperate Northern Atlantic AND9 Camping 36.82 -2.51 2014-07-14T14:00:00Z 3 Chordata Actinopterygii Gobiesocidae Lepadogaster candolii 1 1 JASF POINT (-2.51 36.82) +M2_FISH_DATA.277 277 912344582 Spain Alboran Sea Temperate Northern Atlantic AND9 Camping 36.82 -2.51 2014-07-14T14:00:00Z 3 Chordata Actinopterygii Blenniidae Parablennius pilicornis 1 6 JASF POINT (-2.51 36.82) +M2_FISH_DATA.278 278 912344582 Spain Alboran Sea Temperate Northern Atlantic AND9 Camping 36.82 -2.51 2014-07-14T14:00:00Z 3 Chordata Actinopterygii Blenniidae Parablennius pilicornis 2 14 JASF POINT (-2.51 36.82) +M2_FISH_DATA.279 279 912344582 Spain Alboran Sea Temperate Northern Atlantic AND9 Camping 36.82 -2.51 2014-07-14T14:00:00Z 3 Chordata Actinopterygii Scorpaenidae Scorpaena porcus 1 1 JASF POINT (-2.51 36.82) +M2_FISH_DATA.280 280 912344582 Spain Alboran Sea Temperate Northern Atlantic AND9 Camping 36.82 -2.51 2014-07-14T14:00:00Z 3 Chordata Actinopterygii Tripterygiidae Tripterygion delaisi 1 1 JASF POINT (-2.51 36.82) +M2_FISH_DATA.281 281 912349135 Spain Alboran Sea Temperate Northern Atlantic AND9 Camping 36.82 -2.51 2013-11-27T13:00:00Z 2.4 Chordata Actinopterygii Gobiidae Gobius bucchichi 1 3 JASF POINT (-2.51 36.82) +M2_FISH_DATA.282 282 912349135 Spain Alboran Sea Temperate Northern Atlantic AND9 Camping 36.82 -2.51 2013-11-27T13:00:00Z 2.4 Chordata Actinopterygii Gobiidae Gobius bucchichi 2 2 JASF POINT (-2.51 36.82) +M2_FISH_DATA.283 283 912349135 Spain Alboran Sea Temperate Northern Atlantic AND9 Camping 36.82 -2.51 2013-11-27T13:00:00Z 2.4 Chordata Actinopterygii Blenniidae Parablennius pilicornis 1 4 JASF POINT (-2.51 36.82) +M2_FISH_DATA.284 284 912349135 Spain Alboran Sea Temperate Northern Atlantic AND9 Camping 36.82 -2.51 2013-11-27T13:00:00Z 2.4 Chordata Actinopterygii Blenniidae Parablennius pilicornis 2 6 JASF POINT (-2.51 36.82) +M2_FISH_DATA.285 285 912345928 Antarctica Antarctic Peninsula Southern Ocean ANT4 End Runway -67.57 -68.13 2016-01-05T13:00:00Z 9 Chordata Actinopterygii Nototheniidae Trematomus hansoni 1 1 SM POINT (-68.13 -67.57) +M2_FISH_DATA.286 286 912346517 Antarctica Antarctic Peninsula Southern Ocean ANT5 Wharf -67.57 -68.13 2016-01-06T13:00:00Z 9 Chordata Actinopterygii Nototheniidae Notothenia coriiceps 2 1 SM POINT (-68.13 -67.57) +M2_FISH_DATA.287 287 912346517 Antarctica Antarctic Peninsula Southern Ocean ANT5 Wharf -67.57 -68.13 2016-01-06T13:00:00Z 9 Chordata Actinopterygii Nototheniidae Trematomus newnesi 1 1 SM POINT (-68.13 -67.57) +M2_FISH_DATA.288 288 912346518 Antarctica Antarctic Peninsula Southern Ocean ANT7 Trovall -67.6 -68.21 2016-02-11T13:00:00Z 12 Chordata Actinopterygii Harpagiferidae Harpagifer antarcticus 1 1 SM POINT (-68.21 -67.6) +M2_FISH_DATA.289 289 912346518 Antarctica Antarctic Peninsula Southern Ocean ANT7 Trovall -67.6 -68.21 2016-02-11T13:00:00Z 12 Chordata Actinopterygii Nototheniidae Nototheniid spp. 2 1 SM POINT (-68.21 -67.6)
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/Reel_life_survey_fish_modif2.tabular Tue Jul 27 16:55:06 2021 +0000 @@ -0,0 +1,30 @@ +FID Key SurveyID Country Ecoregion Realm SiteCode Site SiteLat SiteLong SurveyDate Depth Phylum Class Family Taxon Block Total Diver geom +M2_FISH_DATA.1 1 912347736 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6 Chordata Actinopterygii Blenniidae Ecsenius mandibularis 2 2 LVS POINT (151.92 -23.18) +M2_FISH_DATA.2 2 912347736 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6 Chordata Actinopterygii Blenniidae Ecsenius stictus 1 5 LVS POINT (151.92 -23.18) +M2_FISH_DATA.3 3 912347736 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6 Chordata Actinopterygii Blenniidae Ecsenius stictus 2 8 LVS POINT (151.92 -23.18) +M2_FISH_DATA.4 4 912347736 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6 Chordata Actinopterygii Gobiidae Eviota guttata 1 6 LVS POINT (151.92 -23.18) +M2_FISH_DATA.5 5 912347736 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6 Chordata Actinopterygii Gobiidae Eviota guttata 2 9 LVS POINT (151.92 -23.18) +M2_FISH_DATA.6 6 912347736 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6 Chordata Actinopterygii Gobiidae Eviota hoesei 1 3 LVS POINT (151.92 -23.18) +M2_FISH_DATA.7 7 912347736 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6 Chordata Actinopterygii Gobiidae Eviota hoesei 2 19 LVS POINT (151.92 -23.18) +M2_FISH_DATA.8 8 912347736 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6 Chordata Actinopterygii Gobiidae Gobiodon histrio 1 1 LVS POINT (151.92 -23.18) +M2_FISH_DATA.9 9 912347736 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6 Chordata Actinopterygii Gobiidae Gobiodon histrio 2 3 LVS POINT (151.92 -23.18) +M2_FISH_DATA.10 10 912347736 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6 Chordata Actinopterygii Gobiidae Gobiodon sp. [3 GA] 1 12 LVS POINT (151.92 -23.18) +M2_FISH_DATA.11 11 912347736 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6 Chordata Actinopterygii Gobiidae Gobiodon spp. 2 5 LVS POINT (151.92 -23.18) +M2_FISH_DATA.12 12 912347736 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6 Chordata Actinopterygii Scorpaenidae Parascorpaena aurita 2 1 LVS POINT (151.92 -23.18) +M2_FISH_DATA.13 13 912347736 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6 Chordata Actinopterygii Tripterygiidae Ucla xenogrammus 1 1 LVS POINT (151.92 -23.18) +M2_FISH_DATA.14 14 912347736 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6 Chordata Actinopterygii Tripterygiidae Ucla xenogrammus 2 1 LVS POINT (151.92 -23.18) +M2_FISH_DATA.15 15 912347737 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6.1 Chordata Actinopterygii Plesiopidae Assessor macneilli 2 20 LVS POINT (151.92 -23.18) +M2_FISH_DATA.16 16 912347737 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6.1 Chordata Actinopterygii Blenniidae Ecsenius bicolor 1 4 LVS POINT (151.92 -23.18) +M2_FISH_DATA.17 17 912347737 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6.1 Chordata Actinopterygii Blenniidae Ecsenius bicolor 2 1 LVS POINT (151.92 -23.18) +M2_FISH_DATA.18 18 912347737 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6.1 Chordata Actinopterygii Blenniidae Ecsenius mandibularis 1 5 LVS POINT (151.92 -23.18) +M2_FISH_DATA.19 19 912347737 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6.1 Chordata Actinopterygii Blenniidae Ecsenius mandibularis 2 6 LVS POINT (151.92 -23.18) +M2_FISH_DATA.20 20 912347737 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6.1 Chordata Actinopterygii Blenniidae Ecsenius stictus 1 1 LVS POINT (151.92 -23.18) +M2_FISH_DATA.21 21 912347737 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6.1 Chordata Actinopterygii Blenniidae Ecsenius stictus 2 3 LVS POINT (151.92 -23.18) +M2_FISH_DATA.22 22 912347737 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6.1 Chordata Actinopterygii Tripterygiidae Enneapterygius similis 1 3 LVS POINT (151.92 -23.18) +M2_FISH_DATA.23 23 912347737 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6.1 Chordata Actinopterygii Serranidae Epinephelus fasciatus 2 1 LVS POINT (151.92 -23.18) +M2_FISH_DATA.24 24 912347737 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6.1 Chordata Actinopterygii Gobiidae Eviota guttata 1 6 LVS POINT (151.92 -23.18) +M2_FISH_DATA.25 25 912347737 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6.1 Chordata Actinopterygii Gobiidae Eviota guttata 2 8 LVS POINT (151.92 -23.18) +M2_FISH_DATA.26 26 912347737 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6.1 Chordata Actinopterygii Gobiidae Eviota hoesei 1 7 LVS POINT (151.92 -23.18) +M2_FISH_DATA.27 27 912347737 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6.1 Chordata Actinopterygii Gobiidae Eviota hoesei 2 12 LVS POINT (151.92 -23.18) +M2_FISH_DATA.28 28 912347737 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6.1 Chordata Actinopterygii Gobiidae Gobiodon sp. [3 GA] 2 16 LVS POINT (151.92 -23.18) +M2_FISH_DATA.29 29 912347737 Australia Central and Southern Great Barrier Reef Central Indo-Pacific AIMS12 North Island Site 3 -23.18 151.92 2017-02-13T13:00:00Z 6.1 Chordata Actinopterygii Gobiidae Gobiodon spp. 2 7 LVS POINT (151.92 -23.18)
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/data_frenchbbs.tabular Tue Jul 27 16:55:06 2021 +0000 @@ -0,0 +1,851 @@ +"carre" "annee" "espece" "abond" +"440072" 2014 "ALAARV" 4 +"440072" 2014 "PARCAE" 5 +"440168" 2014 "ALAARV" 1 +"440168" 2014 "PARCAE" 10 +"440168" 2017 "ALAARV" 2 +"440168" 2017 "PARCAE" 12 +"440168" 2018 "ALAARV" 2 +"440168" 2018 "PARCAE" 20 +"440211" 2014 "ALAARV" 10 +"440211" 2014 "PARCAE" 5 +"440211" 2015 "ALAARV" 11 +"440211" 2015 "PARCAE" 6 +"440211" 2016 "ALAARV" 11 +"440211" 2016 "PARCAE" 2 +"440211" 2017 "ALAARV" 9 +"440211" 2017 "PARCAE" 2 +"440211" 2018 "ALAARV" 10 +"440211" 2018 "PARCAE" 8 +"440235" 2005 "ALAARV" 3 +"440235" 2005 "PARCAE" 15 +"440235" 2006 "ALAARV" 6 +"440235" 2006 "PARCAE" 12 +"440235" 2007 "ALAARV" 1 +"440235" 2007 "PARCAE" 10 +"440235" 2008 "ALAARV" 1 +"440235" 2008 "PARCAE" 12 +"440235" 2009 "ALAARV" 0 +"440235" 2009 "PARCAE" 13 +"440278" 2008 "ALAARV" 7 +"440278" 2008 "PARCAE" 7 +"440278" 2009 "ALAARV" 8 +"440278" 2009 "PARCAE" 14 +"440278" 2010 "ALAARV" 7 +"440278" 2010 "PARCAE" 5 +"440278" 2011 "ALAARV" 8 +"440278" 2011 "PARCAE" 7 +"440278" 2012 "ALAARV" 7 +"440278" 2012 "PARCAE" 8 +"440278" 2013 "ALAARV" 10 +"440278" 2013 "PARCAE" 8 +"440278" 2014 "ALAARV" 6 +"440278" 2014 "PARCAE" 7 +"440278" 2015 "ALAARV" 7 +"440278" 2015 "PARCAE" 7 +"440278" 2016 "ALAARV" 7 +"440278" 2016 "PARCAE" 7 +"440278" 2017 "ALAARV" 6 +"440278" 2017 "PARCAE" 2 +"440278" 2018 "ALAARV" 7 +"440278" 2018 "PARCAE" 7 +"440310" 2011 "ALAARV" 12 +"440310" 2011 "PARCAE" 5 +"440310" 2012 "ALAARV" 15 +"440310" 2012 "PARCAE" 13 +"440310" 2013 "ALAARV" 26 +"440310" 2013 "PARCAE" 12 +"440310" 2014 "ALAARV" 14 +"440310" 2014 "PARCAE" 8 +"440310" 2015 "ALAARV" 11 +"440310" 2015 "PARCAE" 8 +"440310" 2016 "ALAARV" 14 +"440310" 2016 "PARCAE" 10 +"440310" 2017 "ALAARV" 13 +"440310" 2017 "PARCAE" 12 +"440310" 2018 "ALAARV" 12 +"440310" 2018 "PARCAE" 11 +"440398" 2012 "ALAARV" 2 +"440398" 2012 "PARCAE" 2 +"440398" 2013 "ALAARV" 2 +"440398" 2013 "PARCAE" 2 +"440398" 2014 "ALAARV" 4 +"440398" 2014 "PARCAE" 6 +"440411" 2004 "ALAARV" 16 +"440411" 2004 "PARCAE" 5 +"440411" 2005 "ALAARV" 14 +"440411" 2005 "PARCAE" 8 +"440411" 2006 "ALAARV" 18 +"440411" 2006 "PARCAE" 10 +"440411" 2007 "ALAARV" 15 +"440411" 2007 "PARCAE" 7 +"440411" 2008 "ALAARV" 12 +"440411" 2008 "PARCAE" 9 +"440411" 2009 "ALAARV" 11 +"440411" 2009 "PARCAE" 5 +"440411" 2010 "ALAARV" 11 +"440411" 2010 "PARCAE" 2 +"440411" 2011 "ALAARV" 16 +"440411" 2011 "PARCAE" 5 +"440411" 2012 "ALAARV" 18 +"440411" 2012 "PARCAE" 2 +"440411" 2013 "ALAARV" 14 +"440411" 2013 "PARCAE" 11 +"440411" 2014 "ALAARV" 15 +"440411" 2014 "PARCAE" 9 +"440411" 2015 "ALAARV" 16 +"440411" 2015 "PARCAE" 3 +"440411" 2016 "ALAARV" 9 +"440411" 2016 "PARCAE" 3 +"440411" 2017 "ALAARV" 14 +"440411" 2017 "PARCAE" 13 +"440411" 2018 "ALAARV" 12 +"440411" 2018 "PARCAE" 6 +"440430" 2006 "ALAARV" 0 +"440430" 2006 "PARCAE" 5 +"440430" 2007 "ALAARV" 0 +"440430" 2007 "PARCAE" 4 +"440430" 2008 "ALAARV" 0 +"440430" 2008 "PARCAE" 7 +"440430" 2010 "ALAARV" 0 +"440430" 2010 "PARCAE" 3 +"440430" 2012 "ALAARV" 0 +"440430" 2012 "PARCAE" 2 +"440430" 2014 "ALAARV" 0 +"440430" 2014 "PARCAE" 3 +"440456" 2001 "ALAARV" 3 +"440456" 2001 "PARCAE" 10 +"440456" 2002 "ALAARV" 4 +"440456" 2002 "PARCAE" 11 +"440456" 2003 "ALAARV" 4 +"440456" 2003 "PARCAE" 14 +"440456" 2004 "ALAARV" 6 +"440456" 2004 "PARCAE" 16 +"440456" 2005 "ALAARV" 6 +"440456" 2005 "PARCAE" 13 +"440456" 2006 "ALAARV" 4 +"440456" 2006 "PARCAE" 9 +"440456" 2007 "ALAARV" 5 +"440456" 2007 "PARCAE" 11 +"440456" 2008 "ALAARV" 2 +"440456" 2008 "PARCAE" 8 +"440456" 2009 "ALAARV" 4 +"440456" 2009 "PARCAE" 10 +"440456" 2010 "ALAARV" 2 +"440456" 2010 "PARCAE" 15 +"440456" 2011 "ALAARV" 4 +"440456" 2011 "PARCAE" 14 +"440456" 2012 "ALAARV" 0 +"440456" 2012 "PARCAE" 11 +"440456" 2014 "ALAARV" 2 +"440456" 2014 "PARCAE" 12 +"440462" 2001 "ALAARV" 3 +"440462" 2001 "PARCAE" 3 +"440462" 2002 "ALAARV" 6 +"440462" 2002 "PARCAE" 5 +"440462" 2003 "ALAARV" 5 +"440462" 2003 "PARCAE" 8 +"440462" 2004 "ALAARV" 2 +"440462" 2004 "PARCAE" 6 +"440462" 2005 "ALAARV" 0 +"440462" 2005 "PARCAE" 13 +"440462" 2006 "ALAARV" 8 +"440462" 2006 "PARCAE" 11 +"440462" 2007 "ALAARV" 0 +"440462" 2007 "PARCAE" 13 +"440462" 2008 "ALAARV" 0 +"440462" 2008 "PARCAE" 12 +"440462" 2009 "ALAARV" 4 +"440462" 2009 "PARCAE" 11 +"440462" 2010 "ALAARV" 2 +"440462" 2010 "PARCAE" 18 +"440462" 2011 "ALAARV" 2 +"440462" 2011 "PARCAE" 7 +"440462" 2012 "ALAARV" 0 +"440462" 2012 "PARCAE" 14 +"440462" 2013 "ALAARV" 3 +"440462" 2013 "PARCAE" 9 +"440462" 2014 "ALAARV" 0 +"440462" 2014 "PARCAE" 11 +"440480" 2001 "ALAARV" 14 +"440480" 2001 "PARCAE" 3 +"440480" 2002 "ALAARV" 6 +"440480" 2002 "PARCAE" 7 +"440480" 2003 "ALAARV" 5 +"440480" 2003 "PARCAE" 4 +"440480" 2004 "ALAARV" 5 +"440480" 2004 "PARCAE" 3 +"440480" 2005 "ALAARV" 7 +"440480" 2005 "PARCAE" 8 +"440480" 2006 "ALAARV" 6 +"440480" 2006 "PARCAE" 1 +"440480" 2007 "ALAARV" 7 +"440480" 2007 "PARCAE" 2 +"440480" 2008 "ALAARV" 3 +"440480" 2008 "PARCAE" 8 +"440480" 2009 "ALAARV" 3 +"440480" 2009 "PARCAE" 2 +"440480" 2010 "ALAARV" 6 +"440480" 2010 "PARCAE" 8 +"440480" 2011 "ALAARV" 5 +"440480" 2011 "PARCAE" 1 +"440480" 2012 "ALAARV" 7 +"440480" 2012 "PARCAE" 10 +"440480" 2013 "ALAARV" 1 +"440480" 2013 "PARCAE" 5 +"440480" 2014 "ALAARV" 4 +"440480" 2014 "PARCAE" 5 +"440480" 2015 "ALAARV" 0 +"440480" 2015 "PARCAE" 11 +"440480" 2016 "ALAARV" 4 +"440480" 2016 "PARCAE" 5 +"440480" 2017 "ALAARV" 3 +"440480" 2017 "PARCAE" 6 +"440637" 2015 "ALAARV" 1 +"440637" 2015 "PARCAE" 15 +"440637" 2016 "ALAARV" 2 +"440637" 2016 "PARCAE" 15 +"440637" 2017 "ALAARV" 1 +"440637" 2017 "PARCAE" 7 +"440637" 2018 "ALAARV" 2 +"440637" 2018 "PARCAE" 6 +"440660" 2001 "ALAARV" 7 +"440660" 2001 "PARCAE" 10 +"440660" 2002 "ALAARV" 9 +"440660" 2002 "PARCAE" 8 +"440660" 2003 "ALAARV" 10 +"440660" 2003 "PARCAE" 5 +"440660" 2004 "ALAARV" 6 +"440660" 2004 "PARCAE" 3 +"440660" 2005 "ALAARV" 9 +"440660" 2005 "PARCAE" 11 +"440660" 2006 "ALAARV" 8 +"440660" 2006 "PARCAE" 9 +"440660" 2007 "ALAARV" 6 +"440660" 2007 "PARCAE" 4 +"440660" 2008 "ALAARV" 9 +"440660" 2008 "PARCAE" 15 +"440660" 2009 "ALAARV" 5 +"440660" 2009 "PARCAE" 3 +"440660" 2010 "ALAARV" 10 +"440660" 2010 "PARCAE" 4 +"440660" 2011 "ALAARV" 11 +"440660" 2011 "PARCAE" 4 +"440660" 2012 "ALAARV" 10 +"440660" 2012 "PARCAE" 2 +"440660" 2013 "ALAARV" 9 +"440660" 2013 "PARCAE" 7 +"440660" 2014 "ALAARV" 6 +"440660" 2014 "PARCAE" 10 +"440665" 2016 "ALAARV" 0 +"440665" 2016 "PARCAE" 14 +"440665" 2017 "ALAARV" 0 +"440665" 2017 "PARCAE" 12 +"440665" 2018 "ALAARV" 0 +"440665" 2018 "PARCAE" 7 +"440817" 2001 "ALAARV" 1 +"440817" 2001 "PARCAE" 10 +"440817" 2002 "ALAARV" 2 +"440817" 2002 "PARCAE" 15 +"440817" 2003 "ALAARV" 1 +"440817" 2003 "PARCAE" 14 +"440817" 2004 "ALAARV" 2 +"440817" 2004 "PARCAE" 24 +"440817" 2005 "ALAARV" 0 +"440817" 2005 "PARCAE" 12 +"440817" 2006 "ALAARV" 0 +"440817" 2006 "PARCAE" 6 +"440817" 2007 "ALAARV" 1 +"440817" 2007 "PARCAE" 5 +"440817" 2008 "ALAARV" 0 +"440817" 2008 "PARCAE" 11 +"440817" 2009 "ALAARV" 1 +"440817" 2009 "PARCAE" 13 +"440817" 2010 "ALAARV" 0 +"440817" 2010 "PARCAE" 8 +"440817" 2011 "ALAARV" 0 +"440817" 2011 "PARCAE" 6 +"440817" 2012 "ALAARV" 0 +"440817" 2012 "PARCAE" 4 +"440817" 2013 "ALAARV" 0 +"440817" 2013 "PARCAE" 4 +"440841" 2016 "ALAARV" 2 +"440841" 2016 "PARCAE" 13 +"440841" 2017 "ALAARV" 8 +"440841" 2017 "PARCAE" 20 +"440877" 2006 "ALAARV" 1 +"440877" 2006 "PARCAE" 4 +"440877" 2007 "ALAARV" 0 +"440877" 2007 "PARCAE" 8 +"440877" 2008 "ALAARV" 1 +"440877" 2008 "PARCAE" 8 +"440877" 2009 "ALAARV" 0 +"440877" 2009 "PARCAE" 6 +"440877" 2010 "ALAARV" 0 +"440877" 2010 "PARCAE" 3 +"440877" 2011 "ALAARV" 0 +"440877" 2011 "PARCAE" 3 +"440877" 2012 "ALAARV" 1 +"440877" 2012 "PARCAE" 8 +"440877" 2013 "ALAARV" 0 +"440877" 2013 "PARCAE" 1 +"440877" 2014 "ALAARV" 0 +"440877" 2014 "PARCAE" 3 +"440877" 2015 "ALAARV" 0 +"440877" 2015 "PARCAE" 4 +"440877" 2016 "ALAARV" 0 +"440877" 2016 "PARCAE" 4 +"440877" 2017 "ALAARV" 1 +"440877" 2017 "PARCAE" 5 +"440877" 2018 "ALAARV" 0 +"440877" 2018 "PARCAE" 10 +"440891" 2002 "ALAARV" 12 +"440891" 2002 "PARCAE" 1 +"440891" 2003 "ALAARV" 21 +"440891" 2003 "PARCAE" 2 +"440891" 2004 "ALAARV" 14 +"440891" 2004 "PARCAE" 5 +"440891" 2005 "ALAARV" 16 +"440891" 2005 "PARCAE" 4 +"440891" 2006 "ALAARV" 7 +"440891" 2006 "PARCAE" 1 +"440891" 2008 "ALAARV" 10 +"440891" 2008 "PARCAE" 4 +"440891" 2009 "ALAARV" 10 +"440891" 2009 "PARCAE" 4 +"440891" 2011 "ALAARV" 8 +"440891" 2011 "PARCAE" 11 +"440891" 2013 "ALAARV" 5 +"440891" 2013 "PARCAE" 5 +"440891" 2014 "ALAARV" 7 +"440891" 2014 "PARCAE" 8 +"440891" 2015 "ALAARV" 6 +"440891" 2015 "PARCAE" 2 +"440891" 2016 "ALAARV" 7 +"440891" 2016 "PARCAE" 4 +"440891" 2017 "ALAARV" 4 +"440891" 2017 "PARCAE" 3 +"440891" 2018 "ALAARV" 4 +"440891" 2018 "PARCAE" 5 +"440932" 2015 "ALAARV" 3 +"440932" 2015 "PARCAE" 11 +"440932" 2016 "ALAARV" 3 +"440932" 2016 "PARCAE" 14 +"440932" 2017 "ALAARV" 1 +"440932" 2017 "PARCAE" 16 +"440932" 2018 "ALAARV" 2 +"440932" 2018 "PARCAE" 15 +"440989" 2018 "ALAARV" 0 +"440989" 2018 "PARCAE" 8 +"440990" 2010 "ALAARV" 1 +"440990" 2010 "PARCAE" 1 +"440990" 2011 "ALAARV" 2 +"440990" 2011 "PARCAE" 15 +"440990" 2012 "ALAARV" 5 +"440990" 2012 "PARCAE" 7 +"440990" 2013 "ALAARV" 2 +"440990" 2013 "PARCAE" 10 +"440990" 2014 "ALAARV" 1 +"440990" 2014 "PARCAE" 26 +"440990" 2015 "ALAARV" 7 +"440990" 2015 "PARCAE" 12 +"440990" 2016 "ALAARV" 2 +"440990" 2016 "PARCAE" 9 +"440990" 2017 "ALAARV" 4 +"440990" 2017 "PARCAE" 7 +"440990" 2018 "ALAARV" 5 +"440990" 2018 "PARCAE" 7 +"440993" 2001 "ALAARV" 0 +"440993" 2001 "PARCAE" 6 +"440993" 2002 "ALAARV" 1 +"440993" 2002 "PARCAE" 5 +"440993" 2003 "ALAARV" 1 +"440993" 2003 "PARCAE" 7 +"440993" 2004 "ALAARV" 0 +"440993" 2004 "PARCAE" 7 +"440993" 2005 "ALAARV" 2 +"440993" 2005 "PARCAE" 10 +"440993" 2006 "ALAARV" 0 +"440993" 2006 "PARCAE" 10 +"440993" 2007 "ALAARV" 2 +"440993" 2007 "PARCAE" 8 +"440993" 2008 "ALAARV" 0 +"440993" 2008 "PARCAE" 8 +"440993" 2009 "ALAARV" 0 +"440993" 2009 "PARCAE" 8 +"440993" 2010 "ALAARV" 0 +"440993" 2010 "PARCAE" 16 +"440993" 2011 "ALAARV" 1 +"440993" 2011 "PARCAE" 6 +"440993" 2012 "ALAARV" 0 +"440993" 2012 "PARCAE" 2 +"441008" 2002 "ALAARV" 12 +"441008" 2002 "PARCAE" 0 +"441008" 2003 "ALAARV" 14 +"441008" 2003 "PARCAE" 0 +"441008" 2004 "ALAARV" 11 +"441008" 2004 "PARCAE" 0 +"441008" 2005 "ALAARV" 12 +"441008" 2005 "PARCAE" 0 +"441008" 2014 "ALAARV" 7 +"441008" 2014 "PARCAE" 0 +"441008" 2015 "ALAARV" 8 +"441008" 2015 "PARCAE" 0 +"441008" 2016 "ALAARV" 3 +"441008" 2016 "PARCAE" 0 +"441008" 2017 "ALAARV" 7 +"441008" 2017 "PARCAE" 0 +"441008" 2018 "ALAARV" 9 +"441008" 2018 "PARCAE" 0 +"441032" 2016 "ALAARV" 0 +"441032" 2016 "PARCAE" 7 +"441032" 2017 "ALAARV" 0 +"441032" 2017 "PARCAE" 8 +"441048" 2002 "ALAARV" 0 +"441048" 2002 "PARCAE" 19 +"441048" 2003 "ALAARV" 0 +"441048" 2003 "PARCAE" 0 +"441051" 2016 "ALAARV" 0 +"441051" 2016 "PARCAE" 3 +"441051" 2017 "ALAARV" 2 +"441051" 2017 "PARCAE" 3 +"441053" 2001 "ALAARV" 0 +"441053" 2001 "PARCAE" 2 +"441053" 2002 "ALAARV" 0 +"441053" 2002 "PARCAE" 4 +"441053" 2003 "ALAARV" 0 +"441053" 2003 "PARCAE" 4 +"441053" 2004 "ALAARV" 0 +"441053" 2004 "PARCAE" 1 +"441053" 2005 "ALAARV" 1 +"441053" 2005 "PARCAE" 5 +"441053" 2006 "ALAARV" 0 +"441053" 2006 "PARCAE" 4 +"441053" 2007 "ALAARV" 0 +"441053" 2007 "PARCAE" 5 +"441053" 2008 "ALAARV" 0 +"441053" 2008 "PARCAE" 5 +"441053" 2009 "ALAARV" 0 +"441053" 2009 "PARCAE" 0 +"441053" 2010 "ALAARV" 0 +"441053" 2010 "PARCAE" 3 +"441053" 2011 "ALAARV" 2 +"441053" 2011 "PARCAE" 3 +"441053" 2012 "ALAARV" 0 +"441053" 2012 "PARCAE" 4 +"441053" 2013 "ALAARV" 0 +"441053" 2013 "PARCAE" 0 +"441053" 2014 "ALAARV" 0 +"441053" 2014 "PARCAE" 2 +"441053" 2015 "ALAARV" 0 +"441053" 2015 "PARCAE" 3 +"441053" 2016 "ALAARV" 0 +"441053" 2016 "PARCAE" 2 +"441053" 2017 "ALAARV" 0 +"441053" 2017 "PARCAE" 2 +"441053" 2018 "ALAARV" 0 +"441053" 2018 "PARCAE" 2 +"441061" 2001 "ALAARV" 2 +"441061" 2001 "PARCAE" 1 +"441061" 2002 "ALAARV" 0 +"441061" 2002 "PARCAE" 2 +"441061" 2003 "ALAARV" 0 +"441061" 2003 "PARCAE" 5 +"441061" 2004 "ALAARV" 0 +"441061" 2004 "PARCAE" 1 +"441061" 2005 "ALAARV" 0 +"441061" 2005 "PARCAE" 1 +"441061" 2006 "ALAARV" 0 +"441061" 2006 "PARCAE" 4 +"441061" 2007 "ALAARV" 0 +"441061" 2007 "PARCAE" 7 +"441061" 2008 "ALAARV" 0 +"441061" 2008 "PARCAE" 7 +"441061" 2009 "ALAARV" 0 +"441061" 2009 "PARCAE" 2 +"441061" 2010 "ALAARV" 0 +"441061" 2010 "PARCAE" 3 +"441061" 2011 "ALAARV" 0 +"441061" 2011 "PARCAE" 9 +"441061" 2012 "ALAARV" 0 +"441061" 2012 "PARCAE" 3 +"441077" 2004 "ALAARV" 2 +"441077" 2004 "PARCAE" 16 +"441077" 2005 "ALAARV" 2 +"441077" 2005 "PARCAE" 15 +"441077" 2006 "ALAARV" 1 +"441077" 2006 "PARCAE" 19 +"441077" 2007 "ALAARV" 1 +"441077" 2007 "PARCAE" 6 +"441077" 2008 "ALAARV" 3 +"441077" 2008 "PARCAE" 16 +"441077" 2009 "ALAARV" 1 +"441077" 2009 "PARCAE" 9 +"441077" 2010 "ALAARV" 1 +"441077" 2010 "PARCAE" 19 +"441077" 2011 "ALAARV" 0 +"441077" 2011 "PARCAE" 16 +"441077" 2012 "ALAARV" 0 +"441077" 2012 "PARCAE" 10 +"441077" 2013 "ALAARV" 0 +"441077" 2013 "PARCAE" 16 +"441077" 2015 "ALAARV" 0 +"441077" 2015 "PARCAE" 8 +"441077" 2016 "ALAARV" 1 +"441077" 2016 "PARCAE" 17 +"441077" 2017 "ALAARV" 0 +"441077" 2017 "PARCAE" 6 +"441077" 2018 "ALAARV" 0 +"441077" 2018 "PARCAE" 7 +"441082" 2001 "ALAARV" 2 +"441082" 2001 "PARCAE" 7 +"441082" 2002 "ALAARV" 5 +"441082" 2002 "PARCAE" 6 +"441082" 2003 "ALAARV" 0 +"441082" 2003 "PARCAE" 6 +"441082" 2004 "ALAARV" 1 +"441082" 2004 "PARCAE" 5 +"441082" 2005 "ALAARV" 2 +"441082" 2005 "PARCAE" 15 +"441082" 2006 "ALAARV" 0 +"441082" 2006 "PARCAE" 16 +"441082" 2007 "ALAARV" 1 +"441082" 2007 "PARCAE" 13 +"441082" 2008 "ALAARV" 0 +"441082" 2008 "PARCAE" 13 +"441082" 2009 "ALAARV" 0 +"441082" 2009 "PARCAE" 12 +"441082" 2010 "ALAARV" 0 +"441082" 2010 "PARCAE" 15 +"441082" 2012 "ALAARV" 0 +"441082" 2012 "PARCAE" 10 +"441082" 2013 "ALAARV" 0 +"441082" 2013 "PARCAE" 5 +"441082" 2014 "ALAARV" 0 +"441082" 2014 "PARCAE" 10 +"441082" 2015 "ALAARV" 0 +"441082" 2015 "PARCAE" 1 +"441109" 2002 "ALAARV" 0 +"441109" 2002 "PARCAE" 11 +"441109" 2003 "ALAARV" 0 +"441109" 2003 "PARCAE" 12 +"441109" 2004 "ALAARV" 0 +"441109" 2004 "PARCAE" 9 +"441109" 2005 "ALAARV" 1 +"441109" 2005 "PARCAE" 12 +"441109" 2006 "ALAARV" 0 +"441109" 2006 "PARCAE" 20 +"441109" 2007 "ALAARV" 0 +"441109" 2007 "PARCAE" 12 +"441109" 2008 "ALAARV" 0 +"441109" 2008 "PARCAE" 12 +"441109" 2009 "ALAARV" 0 +"441109" 2009 "PARCAE" 10 +"441109" 2010 "ALAARV" 0 +"441109" 2010 "PARCAE" 11 +"441109" 2011 "ALAARV" 0 +"441109" 2011 "PARCAE" 8 +"441109" 2012 "ALAARV" 0 +"441109" 2012 "PARCAE" 7 +"441109" 2013 "ALAARV" 0 +"441109" 2013 "PARCAE" 13 +"441109" 2014 "ALAARV" 0 +"441109" 2014 "PARCAE" 10 +"441109" 2016 "ALAARV" 1 +"441109" 2016 "PARCAE" 17 +"441109" 2017 "ALAARV" 0 +"441109" 2017 "PARCAE" 18 +"441109" 2018 "ALAARV" 0 +"441109" 2018 "PARCAE" 18 +"441132" 2002 "ALAARV" 3 +"441132" 2002 "PARCAE" 3 +"441132" 2003 "ALAARV" 3 +"441132" 2003 "PARCAE" 1 +"441132" 2004 "ALAARV" 3 +"441132" 2004 "PARCAE" 4 +"441132" 2005 "ALAARV" 6 +"441132" 2005 "PARCAE" 1 +"441132" 2006 "ALAARV" 6 +"441132" 2006 "PARCAE" 3 +"441132" 2007 "ALAARV" 3 +"441132" 2007 "PARCAE" 2 +"441132" 2008 "ALAARV" 1 +"441132" 2008 "PARCAE" 2 +"441132" 2009 "ALAARV" 1 +"441132" 2009 "PARCAE" 2 +"441132" 2010 "ALAARV" 0 +"441132" 2010 "PARCAE" 5 +"441132" 2011 "ALAARV" 2 +"441132" 2011 "PARCAE" 3 +"441132" 2012 "ALAARV" 0 +"441132" 2012 "PARCAE" 11 +"441132" 2013 "ALAARV" 0 +"441132" 2013 "PARCAE" 3 +"441132" 2014 "ALAARV" 0 +"441132" 2014 "PARCAE" 1 +"441132" 2016 "ALAARV" 2 +"441132" 2016 "PARCAE" 6 +"441132" 2017 "ALAARV" 2 +"441132" 2017 "PARCAE" 20 +"441132" 2018 "ALAARV" 0 +"441132" 2018 "PARCAE" 1 +"441153" 2009 "ALAARV" 0 +"441153" 2009 "PARCAE" 14 +"441153" 2010 "ALAARV" 0 +"441153" 2010 "PARCAE" 38 +"441153" 2011 "ALAARV" 0 +"441153" 2011 "PARCAE" 11 +"441153" 2012 "ALAARV" 0 +"441153" 2012 "PARCAE" 21 +"441178" 2001 "ALAARV" 4 +"441178" 2001 "PARCAE" 4 +"441178" 2002 "ALAARV" 0 +"441178" 2002 "PARCAE" 11 +"441178" 2003 "ALAARV" 5 +"441178" 2003 "PARCAE" 12 +"441178" 2004 "ALAARV" 0 +"441178" 2004 "PARCAE" 8 +"441178" 2005 "ALAARV" 1 +"441178" 2005 "PARCAE" 20 +"441178" 2006 "ALAARV" 0 +"441178" 2006 "PARCAE" 23 +"441178" 2007 "ALAARV" 2 +"441178" 2007 "PARCAE" 18 +"441178" 2008 "ALAARV" 1 +"441178" 2008 "PARCAE" 14 +"441178" 2009 "ALAARV" 0 +"441178" 2009 "PARCAE" 10 +"441178" 2010 "ALAARV" 1 +"441178" 2010 "PARCAE" 15 +"441178" 2011 "ALAARV" 0 +"441178" 2011 "PARCAE" 9 +"441178" 2012 "ALAARV" 2 +"441178" 2012 "PARCAE" 8 +"441178" 2013 "ALAARV" 0 +"441178" 2013 "PARCAE" 15 +"441178" 2014 "ALAARV" 0 +"441178" 2014 "PARCAE" 10 +"441178" 2015 "ALAARV" 1 +"441178" 2015 "PARCAE" 10 +"441178" 2016 "ALAARV" 0 +"441178" 2016 "PARCAE" 4 +"441178" 2017 "ALAARV" 0 +"441178" 2017 "PARCAE" 13 +"441178" 2018 "ALAARV" 1 +"441178" 2018 "PARCAE" 22 +"441217" 2003 "ALAARV" 4 +"441217" 2003 "PARCAE" 13 +"441217" 2004 "ALAARV" 5 +"441217" 2004 "PARCAE" 4 +"441217" 2005 "ALAARV" 2 +"441217" 2005 "PARCAE" 6 +"441217" 2006 "ALAARV" 3 +"441217" 2006 "PARCAE" 3 +"441217" 2007 "ALAARV" 3 +"441217" 2007 "PARCAE" 5 +"441217" 2008 "ALAARV" 5 +"441217" 2008 "PARCAE" 5 +"441217" 2011 "ALAARV" 6 +"441217" 2011 "PARCAE" 2 +"441217" 2014 "ALAARV" 2 +"441217" 2014 "PARCAE" 6 +"441217" 2016 "ALAARV" 5 +"441217" 2016 "PARCAE" 4 +"441217" 2018 "ALAARV" 4 +"441217" 2018 "PARCAE" 8 +"441233" 2001 "ALAARV" 2 +"441233" 2001 "PARCAE" 3 +"441233" 2002 "ALAARV" 1 +"441233" 2002 "PARCAE" 7 +"441233" 2003 "ALAARV" 1 +"441233" 2003 "PARCAE" 5 +"441233" 2004 "ALAARV" 0 +"441233" 2004 "PARCAE" 2 +"441233" 2005 "ALAARV" 1 +"441233" 2005 "PARCAE" 3 +"441233" 2006 "ALAARV" 0 +"441233" 2006 "PARCAE" 2 +"441233" 2007 "ALAARV" 0 +"441233" 2007 "PARCAE" 1 +"441233" 2008 "ALAARV" 1 +"441233" 2008 "PARCAE" 2 +"441233" 2009 "ALAARV" 0 +"441233" 2009 "PARCAE" 7 +"441236" 2004 "ALAARV" 0 +"441236" 2004 "PARCAE" 7 +"441236" 2005 "ALAARV" 0 +"441236" 2005 "PARCAE" 10 +"441236" 2006 "ALAARV" 0 +"441236" 2006 "PARCAE" 4 +"441236" 2007 "ALAARV" 0 +"441236" 2007 "PARCAE" 6 +"441236" 2008 "ALAARV" 0 +"441236" 2008 "PARCAE" 9 +"441236" 2009 "ALAARV" 0 +"441236" 2009 "PARCAE" 14 +"441236" 2010 "ALAARV" 0 +"441236" 2010 "PARCAE" 4 +"441236" 2011 "ALAARV" 0 +"441236" 2011 "PARCAE" 16 +"441236" 2012 "ALAARV" 0 +"441236" 2012 "PARCAE" 10 +"441236" 2013 "ALAARV" 0 +"441236" 2013 "PARCAE" 8 +"441242" 2002 "ALAARV" 0 +"441242" 2002 "PARCAE" 3 +"441242" 2003 "ALAARV" 0 +"441242" 2003 "PARCAE" 5 +"441242" 2004 "ALAARV" 0 +"441242" 2004 "PARCAE" 1 +"441242" 2005 "ALAARV" 0 +"441242" 2005 "PARCAE" 3 +"441242" 2006 "ALAARV" 0 +"441242" 2006 "PARCAE" 6 +"441242" 2007 "ALAARV" 0 +"441242" 2007 "PARCAE" 6 +"441242" 2008 "ALAARV" 0 +"441242" 2008 "PARCAE" 8 +"441242" 2009 "ALAARV" 0 +"441242" 2009 "PARCAE" 7 +"441242" 2010 "ALAARV" 0 +"441242" 2010 "PARCAE" 3 +"441242" 2011 "ALAARV" 0 +"441242" 2011 "PARCAE" 6 +"441242" 2012 "ALAARV" 0 +"441242" 2012 "PARCAE" 9 +"441242" 2013 "ALAARV" 0 +"441242" 2013 "PARCAE" 9 +"441242" 2014 "ALAARV" 0 +"441242" 2014 "PARCAE" 10 +"441242" 2015 "ALAARV" 0 +"441242" 2015 "PARCAE" 9 +"441242" 2016 "ALAARV" 0 +"441242" 2016 "PARCAE" 5 +"441242" 2017 "ALAARV" 0 +"441242" 2017 "PARCAE" 5 +"441242" 2018 "ALAARV" 0 +"441242" 2018 "PARCAE" 4 +"441259" 2018 "ALAARV" 2 +"441259" 2018 "PARCAE" 14 +"441265" 2004 "ALAARV" 2 +"441265" 2004 "PARCAE" 6 +"441265" 2005 "ALAARV" 2 +"441265" 2005 "PARCAE" 3 +"441265" 2006 "ALAARV" 2 +"441265" 2006 "PARCAE" 0 +"441265" 2007 "ALAARV" 0 +"441265" 2007 "PARCAE" 4 +"441265" 2008 "ALAARV" 1 +"441265" 2008 "PARCAE" 7 +"441265" 2009 "ALAARV" 1 +"441265" 2009 "PARCAE" 4 +"441265" 2010 "ALAARV" 1 +"441265" 2010 "PARCAE" 2 +"441265" 2011 "ALAARV" 2 +"441265" 2011 "PARCAE" 13 +"441265" 2012 "ALAARV" 0 +"441265" 2012 "PARCAE" 5 +"441265" 2013 "ALAARV" 1 +"441265" 2013 "PARCAE" 4 +"441307" 2016 "ALAARV" 2 +"441307" 2016 "PARCAE" 10 +"441307" 2017 "ALAARV" 2 +"441307" 2017 "PARCAE" 3 +"441307" 2018 "ALAARV" 1 +"441307" 2018 "PARCAE" 6 +"441311" 2015 "ALAARV" 0 +"441311" 2015 "PARCAE" 12 +"441311" 2016 "ALAARV" 0 +"441311" 2016 "PARCAE" 6 +"441311" 2017 "ALAARV" 0 +"441311" 2017 "PARCAE" 6 +"441311" 2018 "ALAARV" 0 +"441311" 2018 "PARCAE" 15 +"441340" 2004 "ALAARV" 0 +"441340" 2004 "PARCAE" 10 +"441340" 2005 "ALAARV" 0 +"441340" 2005 "PARCAE" 10 +"441340" 2006 "ALAARV" 0 +"441340" 2006 "PARCAE" 8 +"441340" 2007 "ALAARV" 0 +"441340" 2007 "PARCAE" 7 +"441340" 2008 "ALAARV" 0 +"441340" 2008 "PARCAE" 6 +"441340" 2009 "ALAARV" 0 +"441340" 2009 "PARCAE" 7 +"441340" 2010 "ALAARV" 0 +"441340" 2010 "PARCAE" 2 +"441340" 2011 "ALAARV" 0 +"441340" 2011 "PARCAE" 6 +"441340" 2012 "ALAARV" 0 +"441340" 2012 "PARCAE" 6 +"441340" 2013 "ALAARV" 0 +"441340" 2013 "PARCAE" 7 +"441340" 2014 "ALAARV" 0 +"441340" 2014 "PARCAE" 6 +"441340" 2015 "ALAARV" 0 +"441340" 2015 "PARCAE" 5 +"441376" 2014 "ALAARV" 0 +"441376" 2014 "PARCAE" 15 +"441376" 2015 "ALAARV" 0 +"441376" 2015 "PARCAE" 10 +"441376" 2016 "ALAARV" 0 +"441376" 2016 "PARCAE" 7 +"441376" 2017 "ALAARV" 0 +"441376" 2017 "PARCAE" 13 +"441376" 2018 "ALAARV" 0 +"441376" 2018 "PARCAE" 18 +"441558" 2001 "ALAARV" 2 +"441558" 2001 "PARCAE" 6 +"441558" 2002 "ALAARV" 1 +"441558" 2002 "PARCAE" 0 +"441558" 2003 "ALAARV" 1 +"441558" 2003 "PARCAE" 0 +"441558" 2004 "ALAARV" 2 +"441558" 2004 "PARCAE" 3 +"441558" 2005 "ALAARV" 1 +"441558" 2005 "PARCAE" 1 +"441558" 2006 "ALAARV" 1 +"441558" 2006 "PARCAE" 3 +"441558" 2007 "ALAARV" 2 +"441558" 2007 "PARCAE" 4 +"441558" 2008 "ALAARV" 1 +"441558" 2008 "PARCAE" 4 +"441558" 2009 "ALAARV" 1 +"441558" 2009 "PARCAE" 5 +"441558" 2011 "ALAARV" 1 +"441558" 2011 "PARCAE" 0 +"441558" 2012 "ALAARV" 0 +"441558" 2012 "PARCAE" 1 +"441594" 2004 "ALAARV" 12 +"441594" 2004 "PARCAE" 3 +"441594" 2005 "ALAARV" 9 +"441594" 2005 "PARCAE" 3 +"441594" 2006 "ALAARV" 10 +"441594" 2006 "PARCAE" 1 +"441594" 2007 "ALAARV" 5 +"441594" 2007 "PARCAE" 3 +"441594" 2008 "ALAARV" 6 +"441594" 2008 "PARCAE" 6 +"441594" 2009 "ALAARV" 1 +"441594" 2009 "PARCAE" 5 +"441640" 2012 "ALAARV" 12 +"441640" 2012 "PARCAE" 4 +"441680" 2012 "ALAARV" 2 +"441680" 2012 "PARCAE" 4 +"441680" 2013 "ALAARV" 1 +"441680" 2013 "PARCAE" 7 +"441680" 2014 "ALAARV" 0 +"441680" 2014 "PARCAE" 7 +"441680" 2015 "ALAARV" 1 +"441680" 2015 "PARCAE" 5 +"441680" 2016 "ALAARV" 0 +"441680" 2016 "PARCAE" 2 +"441680" 2017 "ALAARV" 0 +"441680" 2017 "PARCAE" 5 +"441680" 2018 "ALAARV" 0 +"441680" 2018 "PARCAE" 7 +"Ile de" 2018 "ALAARV" 3 +"Ile de" 2018 "PARCAE" 7 +"Le Mas" 2018 "ALAARV" 0 +"Le Mas" 2018 "PARCAE" 7 \ No newline at end of file
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/levene.txt Tue Jul 27 16:55:06 2021 +0000 @@ -0,0 +1,8 @@ + +write table with levene test. +--> "Levene's Test for Homogeneity of Variance (center = median)" + Df F value Pr(>F) " +group 1 22.02 3.145e-06 ***" + 848 " +---" +Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1"
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/species.txt Tue Jul 27 16:55:06 2021 +0000 @@ -0,0 +1,6 @@ +Blenniidae +Gobiidae +Scorpaenidae +Tripterygiidae +Plesiopidae +Serranidae
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/test_bbs2.txt Tue Jul 27 16:55:06 2021 +0000 @@ -0,0 +1,8 @@ + +write table with levene test. +--> "Levene's Test for Homogeneity of Variance (center = median)" + Df F value Pr(>F) " +group 1 22.02 3.145e-06 ***" + 848 " +---" +Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1"
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/test_fish2.tabular Tue Jul 27 16:55:06 2021 +0000 @@ -0,0 +1,2 @@ +"x" +"1" 6
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/test_value_fish2.txt Tue Jul 27 16:55:06 2021 +0000 @@ -0,0 +1,10 @@ + +write table with eigenvalue. +--> " eigenvalue variance.percent cumulative.variance.percent" +Dim.1 2.849961e+00 5.699922e+01 56.99922" +Dim.2 1.229238e+00 2.458475e+01 81.58397" +Dim.3 7.482796e-01 1.496559e+01 96.54956" +Dim.4 1.725220e-01 3.450440e+00 100.00000" +Dim.5 1.948918e-14 3.897836e-13 100.00000" +Dim.6 9.545002e-34 1.909000e-32 100.00000" +Dim.7 2.137718e-35 4.275436e-34 100.00000"