ID 84

Title * The title of the dataset. Species habitat suitability of European terrestrial vertebrates for contemporary climate and land use

Date of creation * The date on which this version of the data was created in YYYY-MM-DD format.

Summary * A paragraph describing the dataset.
Hover to see a suggestion for a good description. Allowed:

Methods * The method of production of the original data.
Hover to see a suggestion for a minimum description. Each vertebrate species was modeled using an ensemble of machine learning algorithms. These algorithms were fitted on curated presence-only data from GBIF with various sets of pseudo-absences, in function of selected environmental data including climate (CHELSA), soil (Soilgrids), terrain (EU-DEM), hydrography (EU-Hydro) and land use (Dou et al 2021) variables. In total, we used 3 algorithms (Random Forest, XGBoost, Neural Networks), 5 pseudo-absence repetitions and 5 spatial cross-validation partitions (i.e., 75 models). We kept only the models that reached a TSS > 0.4 on the cross-validation set. From this, we provide different ensemble predictions.

1- The weighted mean habitat suitability, i.e., the mean probability of occurrence across the models weighted by their TSS predictive accuracy. This map then shows the potential suitable areas across the whole extent.

2- Coefficient of variation of suitability scores. This map shows where predictions tend to diverge or converge.

3- The mean probability of occurrence across the models weighted by their TSS predictive accuracy but rescaled with a spatial constraint layer derived from a probabilistic combination of IUCN / Bird Life expert range maps or known occurrence records. This map is then close to the ‘realized’ distribution of the species since it is spatially constrained by expert range maps.

4- Committee averaging presence, which represents the percentage of time the species is predicted to be present across the 75 predictions (after having binarized the probability of presence into presence-absence using a threshold maximising the TSS). This map shows the agreement and disagreement of the predictions across the algorithms-pseudoabsence sets-cross-validation sets. Values close to 0 means that all predictions converge to predict the absence of the species, values close to 1 means the way around.

Coverage Content Type * The coverage content type describes the general content type of the resource (multiple selection possible). Image Thematic Classification Physical Measurement Auxiliary Information Quality Information Reference Information Model Result Coordinate

Project name The name of the Project.

Project URL The URL from the project website. https://naturaconnect.eu/

Creator Name * The name of the person or other creator type principally responsible for creating this data. Sara Si-Moussi A. Sofia VazAaike De WeverAaron PrairieAbby BensonAbdelkader BekkiAbel RamoeloAbere MnalkuAbraham Miller-RushingAchahboun LamyaeAdam WilsonAdel AbdelmageedAdel AbdelmageedAdeniran AkanniAdrian FerreroAdrian PinderAdrian StrauchAdriana de PalmaAdriana RaduloviciAdriana SalinasAffendi Yang AmriAgampodi De SilvaAgnieszka Napiórkowska-KrzebieAhmad MahdaviAhmadzai HameedullahAhmed WaheedAidan KeithAidin NiamirAileen Tan Shau HwaiAimee ClassenAimee ClassenAjay HaritAlain DohetAlamgir HossainAlan StapletonAlba liz GonzalezAlberto Enrique García RiveroAlberto OrgiazziAldis ButlersAlejandro Henao CastroAlejandro Zuluaga-gómezAlessandro ChiarucciAlessandro GimonaAlessia DinoiAletta BonnAlex BushAlex HardistyAlexander HarpkeAlexandra PavlovaAlexandre SousaAlexey ShiklomanovAlfredo Fajardo GómezAlhousseine DiarraAlice C. HughesAlice SoccodatoAlim SamatAllan StrandAllison LeidnerAlokendu PatnaikAmanda Azarias GuimarãesAmanda Elizabeth BatesAmanda KoltzAmira Apaza QuevedoAmmie KalanAmos Kabo-BahAmritha K SAmy DavisAna Carolina MazzucoAna Carolina Santos RochaAna ColacoAna CostaAna Filipa PalmeirimAna FilipeAna Laura Pereira SantosAna Maria Antão-GeraldesAna Paula Justino De FariaAna StritihAnand SebastianAnanya SudhirAnchana PrathepAncuta FedorcaAnders PrieméAnders TeleniusAndre BarretoAndré FrainerAndré FrancoAndré Große-StoltenbergAndre RubioAndrea BelgranoAndrea EncaladaAndrea PazAndreas BruderAndreas HuthAndreas RichterAndres GarrizAndrew BarnesAndrew BartonAndrew BlackAndrew GonzalezAndrew HansenAndrew RomingerAndrew SkidmoreAndrew SkownoAndrey FerreiraAndrey ZaytsevAndria RosadoAndy TaylorAngela LauschAngela LombaAngelica Arenas RodriguezAngélica BatistaAngelica Diaz-PulidoAngelo BernardinoAnibal PauchardAnil Dutt VyasAnila AjayanAnn BucklinAnn Kristin SchartauAnna Brüniche-OlsenAnna Cohen NabeiroAnna CordAnna HargreavesAnna HopkinsAnna MacDonaldAnna NikolaevaAnna SpinosaAnne BowserAnne TreasureAnne-Julie RochetteAnne-Sophie ArchambeauAnni DjurhuusAnnika ZulegerAnthony CharitonAntje KammermeierAntoine GuisanAntoine KremerAnton AlvarezAnton PotapovAnton van de PutteAntonia FordAntonia OrtmannAntonietta La TerzaAntonio FerrazAntonio Gonzalez-RodriguezAntonio J. CastroAntonio MarquesAntonis ChatzinotasAntony HarfieldAnuar PachecoAnupam JoshiAracely BurgosAriel angel Cespedes llaveArild LindgaardArildo DiasArjan GosalArjen De GrootArjun SinghArlene Young Armando ApanArto ViinikkaArtur GilArturo AriñoArturo IzurietaArun JugranAsiia ZagidullinaAstrid Schmidt-KloiberAthina PapatheodoulouAurelie DelavaudAventino KasangakiAvinash VanjareAwudu Yakubu Omoro ModocAyesha TullochAyodele AgboolaAzeroual AbdelhamidAzumi AiriBabak NaimiBabita SinghBalaram MohapatraBaran YoğurtçuoğluBarbara BauerBarnabás KovácsBastien TaorminaBayden RussellBeat FreyBeata HouškováBeatriz MagnoBen SomersBen StrohbachBenito GonzalezBenjamin Kofi NyarkoBernat ClaramuntBernd LenznerBernhard SchmidBernhard SeegerBert ToxopeusBerta Martin-LopezBeth GerstnerBette LoiselleBibiana GomezBiju KumarBill KuninBillal NiaBillie SwallaBindiya RashniBob Klein LankhorstBrajesh SinghBrandon WhiteheadBrenna ForesterBrett JohnsonBrian HandBrian HelmuthBrian O'ConnorBrice MoraBrit GarnerBritta MeyerBruna WinckBruno FadyBruno GodoyBruno LocatelliBruno SandyBruno SmetsBryan McleanByron AdamsByron BesterByron GrantÇağatay TavşanoğluCah CahvyCahyo RahmadiCai LuCaleb CatonCamila Duarte RitterCamille TruongCamilo Andrés Correa AyramCamilo Roa-FuentesCampbell AkujobiCara EstesCarlos Andres Franco PrietoCarlos BarbozaCarlos GuerraCarlos PadovaniCarlos UrcelayCarlos Zambrana-TorrelioCarmen Mifsud Carol StepienCarolina AdlerCarolina GalvánCaroline CusackCaroline MoussyCarsten DettmannCarsten MeyerCat CampbellCatalina RubianoCate Macinnis-NgCatherine BorremansCatherine CoonCatherine GrueberCecilia BrandCecilia MasemolaCelia López RuizCesar CordeiroCésar MarínCesar Valbuena CalderonChan-ho ParkChandresh BoradChao-Dong ZhuCharles MasembeCharles van ReesChen WangChenbin WangCherrie TehCheryl MorrisonChidimma UmeoguChitra VanjareChloé OrlandChloe PeneauxChloé SchmidtCho HtweChris BarrattChris MeyerChristian Alejandro Delfín AlfChristian AmaniChristian LangerChristian LeversChristian M Díaz-sanchezChristiane SchmulliusChristianne CorsiniChristine FürstChristopher AndersonChristos ArvanitidisChukwudi NzoiwuCiara Raudsepp-HearneCJ ReynoldsClaire BrownClaire O'NeillClara Peña-VenegasClaude NozèresClaudia CressaClaudia RöösliClayton HaleColette BlythColin AverillColin GarrowayColin KhouryColton AvilaCorinne MartinCornelia KrugCraig MacadamCristhian ClavijoCristian MendozaCristiano VernesiCristina Domingo-MarimonCristina Lopez-gallegoCüneyt KayaCynthia RiginosCyrine KhederDagmar TriebelDamaris ZurellDamon LittleDan TchernovDandan YuDaniel KarpDaniel LeducDaniel SchoenDaniel VerasDanielle Anjos-santosDanielle RappaportDanielle Ribeiro-brasilDarmina NitaDarren EvansDarshanaa ChellaiahDavey JonesDavid ClarkeDavid CoomesDavid ElliottDavid KnaebelDavid MarchDavid O'BrienDavid OburaDavid PattersonDavidmub DabiodslhDavnah PayneDavorka HackenbergerDawn WrightDebasis MitraDebora BorgesDeborah LeighDedy DarnaediDeeksha KrishnaDenis CouvetDenis NogueiraDenisse Fierro ArcosDeon de JagerDerek SotoDerrick LaiDiana BowlerDiana H. WallDiana Isabel Gomez Dicah DicahuaDiego LimaDildora AralovaDima ChenDimitris PoursanidisDinh NguyenDiogo ProveteDirk SchmellerDivya JainDmitry SchigelDomenico Marcelo RafaeleDomingo Alcaraz-SeguraDominik MergesDominique GravelDominique PelletierDonald HobernDouglas ChestersDouglas DaSilvaDries BonteDuberly Mosquera RestrepoDuc Anh NguyenDuccio RocchiniDung LeDurga Nanda YadavDuygu BozdoĞanEdgardo Londoño-CruzEdlin Guerra-CastroEdu EffiomEduardo DalcinEduardo KleinEdward OukoEl Hassan MayadEl Hassan MayadEl-mustapha LaghzaouiElaya Perumal UlagalanthaperumElena BennettElena SayenkoElena ZvyaginaEleonora CelentanoElia GuarientoEliezer FrankenbergElisa BaldrighiElisa BayraktarovElizabeth BachElizabeth FinchElkin A. Noguera-UrbanoEllie DyerElly Paul TomasElnaz NeinavazElva EscobarEmil CherringtonEmili García-BerthouEmiliana ValentiniEmilie LerigoleurEmilien Alvarez-vanhardEmilio CivantosEmily NicholsonEmily RubidgeEmilyn TrocheEmmett DuffyEmumma EmummacgEnrico TomelleriEnrique MontesErasmo MacayaErdogan CicekEren TurakEric AchterbergEric AndersonEric ArcherEric CrandallEric GorgensEric Von WettbergErica LuminiErica LuminiErik PrinsErik VerheyenErika PodestErika SalavarríaErika SalavarriaErin CameronErin SatterthwaiteEtienne Fluet ChouinardEtienne LalibertéEulogio SotoEun-Shik KimEva ChatzinikolaouEva IvitsEva SpehnEvandro TaquaryEvangelia DrakouEve BohnettEveliina KallioniemiEvelyn JensenEwan ShillandEzequiel FabianoF. M. AminuzzamanFabian FassnachtFabiana SchneckFabio QuinteiroFabio RoqueFabrício TeresaFang-Zhou MaFanjuan MengFatima MoreiraFatima MusaFawaz OyedejiFernanda LagesFernando G. BeckerFernando MaestreFernando P. LimaFinn DanielsenFlora MartinsFlorence MtambanengweFlorencia SangermanoFlorian FranziskakisFlorian WernerFlorian WolfFlurin BabstForest IsbellFrances Murray-HudsonFrancesca BeggiFrancesca de LeoFrancesco maria SabatiniFrancine KershawFrancis JuanesFrancis MagbanuaFrancisco ArenasFrancisco HernandezFrancisco Valente-netoFranck MasudiFranco SouzaFrancois BuscotFrank MaseseFrank Muller-KargerFranziska SchrodtFranziska TaubertFrederic BonouFrederic GuichardFrederic MarchandFrederic SinnigerFrederick WhoriskeyFrederico SallesFredrick AyukeFrench Research InstitutionsGabriel BrejãoGabriel Ernesto García-PeñaGabriela OrihuelaGabrielle CanonicoGabrielle RimokGajanan KothawadeGaldy Hernández-zárateGaneshaiah Kotiganahalli N GGary GellerGbadebo ElebiyoGennadii DonchytsGeoff WebbGeorge BrownGeorge McmanusGeorge SedberryGeorgette Cristina Salvador LáGeraldine MuncadaGerame CalapreGerhard Richter Gernot SegelbacherGhada El SerafyGherardo ChiriciGhulam Murtaza JamroGideon BradburdGil Gabriel VillancioGil RilovGina NiloGiorgio VacchianoGladyston Rodrigues CarvalhoGlenn HymanGlenn MoncrieffGleyce AquinoGlobal Seaweeds Costal FuturesGordon LuikartGraça DelicadoGraeme DiackGrant Van Der HeeverGray WilliamsGraziano PesoleGreg NewmanGreg RuizGregorio BigattiGregory AsnerGretchen HansenGudipati RamakrishnaGuilherme CorteGuillaume BodyGulab KhedkarGuo QinghuaGuy ZivHaf DaviesHaigen XuHaijun SuHajji HichamHamaad AhmadHamamd GilaniHammed AkandeHan de KoeijerHan MengHana NabilHanan Al_dousariHande BardakHanieh SaeediHannah KaruriHannah RobsonHannah SharmanHannes FeilhauerHanno SeebensHannu SaarenmaaHarini NagendraHarold MooneyHauke KeglerHazel AndersonHealy HamiltonHeath CookHelen Barber-JamesHelen PoulosHelen ScottHemant BadolaHennadii HoncharovHenrique PereiraHenry BulleyHenry RuhlHernan MoralesHerve SanguinHilda ManziHiroyuki MuraokaHooman LatifiHoward EpsteinHuawei WanHugo BendiniHugo MendozaHyeJin KimIan HarrisonIan MccallumIan RushworthIan ThomasIan ThornhillIdowu AtoloyeIgor OliveiraIka DjukicIlaria PalumboIleana FrasierIls ReusenIlse GeijzendorfferIñaki Garcia de Cortazar-AtaurIngolf KühnInian MoorthyInka KeränenInti KeithIntisar ArabiIoannis ManakosIrawan AsaadIrene Gregory-EavesIsa ElegbedeIsaac ChaconIsabel FernandesIsabel RosaIsabel Sousa PintoIsabela CardosoIsabelle BaroisIsrael Pe'erIvan GonzalezIvan Paz-VinasJ Kofa TorborJ. Andrew DeWoodyJacco KonijnJack LebienJackie GrebmeierJackson ChuJacky JudasJacquomo MonkJaime Eduardo Mauna De Los ReyJaime Garcia MorenoJaime HernándezJaime JahnckeJaime RodriguezJairo Perez-TorresJake PeraltaJamal Jokar ArsanjaniJames Agyei-ohemengJames MagidiJames PriceJamie KassJan BeckJan Philipp SchägnerJanaina BritoJanet FranklinJared GrummerJason BraggJason HolmbergJason TaylorJasper SlingsbyJasper WubsJavier CabelloJavier LopatinJavier MuroJay Prakash VermaJayedul IslamJb MihoubJean DzaviJean Michel MaesJean Ricardo VituleJean-baptiste LedouxJean-Denis VigneJean-marc BonzomJean-Philippe LessardJeanne NelJeannine Cavender-BaresJeannneth Perez VallejoJeff OllertonJen JacksonJennifer BrownJennifer LentoJennifer PiersonJennifer PowellJennifer SundayJens KattgeJens-Christian SvenningJeremy JohnsonJeremy KerrJeroen ArendsJerome O ConnellJerry PenhaJessica Da SilvaJessica DuchicelaJessica JunkerJian ZhangJianchu XuJianfeng YiJiangxiao QiuJiaqi LiJigme WangchukJillian OoiJingxia WangJo JudgeJoachim MergeayJoan MasóJoana SoaresJoana VicenteJoão NaboutJoerg FreyhofJohann LópezJohn ConnollyJohn DeckJohn Jaime Perez CocaJohn Jaime PerezcocaJohn RobinsonJohn SimaikaJohn WieczorekJohn WilsonJon Paul RodríguezJonas GeschkeJonatha GiddensJonathan BallJonathan ChaseJonathan LefcheckJonathan ReadyJonathan TonkinJorge AhumadaJorge Ari NoriegaJorge CortésJorge VelasquezJoris TimmermansJorn ScharlemannJoscha BenindeJosé a. CarreiraJosé A. GodoyJosé BarquínJosé FaguaJose IriondoJose Javier AlioJose Luis Bustamante Jose Luiz MoutinhoJose Marcelo TorezanJosé Max Oliveira-JuniorJose OchoaJosé Ramiro Bertieri QuinteroJose V. MontoyaJose ValdezJosef SetteleJoseph OloukoiJoshua MillerJoy KumagaiJózsef GemlJuan Carlos AlonsoJuan De Dios MoralesJuan Escamilla MolgoraJuan Pablo Torres-FlorezJuan ZuloagaJuan-José IbáñezJude MaulJuha AlataloJulia Hunter-AndersonJulian OldenJulian Perez-CorreaJulien RadouxJuliet KarisaJulieta LuceroJuliette MartinJulius MuyizziJuraj SvajdaJussara Moretto Martinelli LemJustin JonsonJutta BuschbomKai ChanKakha NadiradzeKaleem AhmedKalkidan MulatuKamal RaiKameron RichardsonKamila Kabo-bahKarel MokanyKaren DysonKaren WebbKarin JacobsKarina Dias Da SilvaKarina Schmidt FurieriKarla Inés Calderón MayoKarla Locher-KrauseKarlheinz ErbKarolin DietrichKate ArmstrongKate BraumanKate FarquharsonKate HeKate O'maraKate SheridanKathia LünebergKatie MilletteKatrin IkenKaty KlymusKelly GoodwinKelly RidenhourKelvin PehKenneth BagstadKeping MaKeren Yanuka-GolubKerry HowellKetlhatlogile MosepeleKevin Chavarría-EsquivelKevin PotterKhalid Md. BahauddinKimberly CookKipsang GilbertKirstin StephensKishneth PalanivelooKlas Ove MöllerKlaus HenleKomi AssigbetseKonstantinos StefanidisKristen J. WilliamsKristian MeissnerKristin ByrdKrystal TolleyKy PhamKyle CopasKyle HartfieldLaetitia NavarroLaith El-MoghrabiLal RamlianaLanding ManeLarisa KhaninaLars EklundhLaura AllenLaura BertolaLaura Garcia VelezLaura GuerreroLaura Maria Ramirez HernandezLauren WeatherdonLaurence JonesLéa BeaumelleLeandro BrasilLeandro JuenLeandro MacchiLeho TedersooLeila Maria FonsecaLenin Medina-orozcoLennert SchepersLenore BajonaLeon OrottaLeonard HambrechtLeonardo TrevelinLevan MumladzeLewis JansenLi ShiLibby LigginsLida LeonovaLijun FangLilia Roa FuentesLiliana SoriaLina Estupinan-SuarezLina GarcíaLina Sánchez-ClavijoLingling LiuLinwood PendletonLionel Di SantoLior GreenspoonLiping LiLisandro VieiraLisette WaitsLister HarrellLiz FergusonLluís BrotonsLori PhillipsLorinc MeszarosLouisa KabobahLouisa WoodLouise McRaeLouise WillemenLuca StirnimannLucas LimaLuciana FrazãoLuciano MontagLucie BlandLucie ZingerLucy WaruingiLudgero VieiraLudwig HouegniganLudy Archila DuranLuena FernandesLuis CastruitaLuis da CostaLuis EscuderoLuis Felipe ArtigasLuis Fernando UrbinaLuis LizcanoLuis R. VieiraLuisa I FalconLuise QuossLuiz SilvaLukas Martinelli Luke McEachronLuke ThompsonLur EpeldeMagnolia LongoMagnus J. K. WesselMahmoud AliMahreen QaziMaickel ArmenterosMaikon Di DomenicoMajid MahmoodabadiMakarius LalikaMalin PinskyMallika RobinsonManfred FinckhMangal ShakyaManuel Delgado-BaquerizoManuel Pacheco-RomeroMao-Ning TuanmuMarc PaganiniMarcelo KittleinMarcelo SternbergMárcia RufiniMarcia ToroMarco HeurichMarconi Campos Cerqueira JunioMarcos CallistoMarcos Persio Dantas SantosMargaret HunterMargarita Huesca MartinezMaria Auxiliadora FerreiraMaria BakerMaria BaptisteMaria DornelasMaría Felipe-LuciaMaria Gabriela PalomoMaria GalindoMaría Gómez-BrandónMaria Helena AndradeMaría Helena Olaya-RodríguezMaria Isabel Arce-PlataMaría Isabel MujicaMaria J. I. BrionesMaria J. SantosMaria Laura MorenoMaria Londono MurciaMaria MurrayMaria Teresa KavanaughMaria TsiafouliMaria UribeMaria UribeMaría VallejosMariah MeekMariana AndradeMariana BonettoMaribet GamboaMarie Vestergaard HenriksenMarie-José NaudMarie-josee ForitnMarie-Josee FortinMarilyn ThorneMarina Rosales Benites de FranMarina TagliaferroMario Alejandro Zuluaga-gómezMarion PfeiferMarion StellmesMariona Roige valienteMarisa Phiromtan De BelsMarisol Rueda FloresMaritza CárdenasMark CostelloMark MulliganMartin BreedMartin EdwardsMartin HohmuthMartin JungMartin RutzingerMartin WegmannMartin WilkesMartin ZimmerMartina HobiMartina ZilioliMary BlairMasahiro NakaokaMasoud MinaeiMateus CamanaMathias KuemmerlenMatias MastrangeloMatt FitzpatrickMatthew C HansenMatthew ChildMatthias BaumannMatthias ObstMatthias SchröterMauricio Alejandro Perea ArdiMaurizio PinnaMaury EstesMax FinlaysonMax HofmannMeenu RaniMegan HepnerMegan LopezMegan RuaMelania CristescuMelike MuezzinogluMelinda ColemanMelissa MinterMelodie McGeochMengmeng ChenMerdas SaifiMeredith ElliottMichael BrufordMichael FoersterMichael GillMichael HickersonMichael KearneyMichael MannMichael Murray-HudsonMichael OrrMichael SchaepmanMichael SteinwandterMichelle DuongMichelle GaitherMickael HeddeMiguel FernandezMiguel GeraldesMiguel MahechaMiguel TriviñoMiguel VillosladaMilica StankovicMilton RibeiroMiriam Muñoz-RojasMitchell AideMitchell RofferMohamed A. M. Abd ElbasitMohamed Ahmed Sidi ChiekhMohamed HatimMohamed HijriMohammad KamruzzamanMohammad AshaduzzamanMoises Mendez-ToribioMojgan ZareMojgan ZareMolly MccammonMonica LugoMonica SantamariaMontserrat-elemi Garcia-hernanMoriaki YasuharaMoses Azong ChoMuddula Krishna NaranjiMuhammad AsifMuhammad Imtiaz Rashid Muhammad RiazMungandi NasitwitwiMyriam HeuertzNadia AlmudaffarNadia SoudzilovskaiaNadine Bowles-NewarkNancy A. OduorNaneng SetiasihNano CastroNaomi BatesNaraiana BenoneNasrin Amini TehraniNatalia SoaresNataliya RybalkaNatasha Peixinho BrazunaNatchiyar BalasubramanianNathalie PettorelliNathaly R. Guerrero RamírezNathaniel PopeNatividad Quillahuaman LasteroNegash Kabtimer BerededNeil DaviesNelsoneldes NelsonrerilNéstor FernándezNg NgashangvaNiamh GernotNicholas CoopsNick KempsonNicky AllsoppNicky KnoxNico EisenhauerNico SpaarkogelNicolas Chemidlin Prevost-bourNicolas CorralNicolas FaninNicolas MoityNicolas Urbina-CardonaNicole FloresNikita ZachariahNinad MungiNitesh PoonaNithiyaa NilamaniNorbert JuergensNova MieszkowskaNuno César De SáNuno SimoesNurudeen AdeyemiNurul InayahNynke Schulp Odirilwe SelomaneOguz Can TurgayOksana NaidonovaOlaf SchmidtOlusola FestusOluwatola AdedejiOmer AshfaqOrly RazgourOscar Daniel BeltránOscar GaggiottiOwen NaughtonPablo García-PalaciosPablo MenendezPablo TedescoPål MortensenPalma BlondaPaola De SalvoPaola Isaacs CubidesPaola MairotaPaola Pulido-SantacruzParama AnandanParinaz RashidiParis StefanoudisPascal BachPascal RushemukaPatricia BalvaneraPatricia MergenPatrícia SinghPatrick HalpinPatrick JantzPatrick RioualPaul KardolPaul KasomaPaul LyamPaul MackeiganPaul MagdonPaula ArribasPaula AwaiPaula Dos Reis OliveiraPaula SpinielloPaulette BloomerPaulo PompeuPavan KumarPedro J. LeitãoPedro López del CastilloPedro Martinez ArbizuPedro SilvaPejman FathiPeriklis KleitouPerrine LarochePeter BellinghamPeter BryantPeter DennisPeter HarrisonPeter KimbergPeter KullbergPeter LawtonPeter MillerPeter MortimerPeter RodriguezPeter VerweijPetr BaldrianPetteri VihervaaraPhilip BubbPhoebe ZarnetskePhuong DaoPhuong TranPier Luigi ButtigiegPierluigi StrafellaPiero GenovesiPierre HagaPierre ChanutPierre GanaultPieter ProvoostPilar AndrésPipeng LiPo Teen LimPrabesh ShresthaPradip Kumar SinghPramod SalaskarPrenibe DaoPrince Emeka NdimelePriscila MatosQenan MaxhuniQianshuo ZhaoQin YuQuentin GroomR S VishnurajRabindra AdhikariRachel PrzeslawskiRafaela SilvaRaian Vargas MarettoRaïssa MeyerRajeev RaghavanRajeev SaraswatRajiv KangabamRalph AdewoyeRamaiah SoranamRamón Pérez De AyalaRaphael LigeiroRaquel Alvarez CcosccoRasha Ali Attia Heneish Raza KhanRazafindrakoto MalalatianaRebecca Chaplin-KramerRebecca HarrisRebecca PirzlRehan Ul HaqRelena RibbonsRempei SuwaRenata TauferRenato ChiarelliRenato MartinsRenaud MathieuRenzo Alfredo Valdez NuñezReshma MrRhett HarrisonRicardo HarounRicardo JaramilloRicardo KoroivaRichard Lemoine RodriguezRichard LucasRichard RamirezRichard Rios PatiñoRichard SniezkoRick Stuart-SmithRico FischerRitesh Kumar Rob OgdenRob UnderhillRobert CrabtreeRobert EkblomRobert FletcherRobert GriffinRobert GuralnickRobert HechlerRobert McdonaldRobert MillerRobert MillsRobert Pani PillaRoberto Da AlvesRoberto Emanuel OntiveroRoberto O. ChávezRobin WhytockRobinson MugoRoby RobertsRobyn GrangerRocco De MarcoRocio PenaRod De VletterRodica PenaRodolfo JafféRodolfo MarianoRodolphe DesbordesRodrigo CarvalhoRoger SayreRoland KaysRoland KraemerRomain JulliardRosaleen MarchRosalina GonzalezRosanna MilliganRoshanak DarvishzadehRossineide RochaRoxanne LebergerRuben MolinaRuben RemelgadoRuben ValbuenaRuben Van De KerchoveRuey-Shing LinRuoxi LiRussell DeathRuth SonnenscheinRuth TaylorRyan PavlickS.K. SharmaSahadev SharmaSaloni RoseSamantha CaponSamantha SimmonsSameer PadhyeSami DomischSamira Kiwan Sander MucherSandra LavorelSandra LuqueSanthanakrishnan ThiyagarSantiago MillánSara GottliebSarah AsamSarah PearsonSarnam SinghSathaporn MonprapussornScott GoetzScott VeirsSean HobanSean WilliamsSebastian Palomino AngelSebastian SchmidtleinSebastian VillasanteSebastian VillasanteSeema SharmaSelim RiveillSemiha DemirbasSerdar YedierSerge MorandSergio Cerdeira-EstradaSergio de los Santos VillaloboSérgio Henrique Godinho SilvaSergio HenriquesSerkan GülSéverin TchibozoShadrack MuyaShadrack NgeneShannon MurphyShao-Ji HuShaun LevickShayne JacobsSheikh Fahim Faysal SowravSheila VergaraSheila Walsh ReddySheyla CouceiroShin KobaraShirley Parker_NanceShiva KhanalShovkat KholdorovShovonlal RoyShyama Narayan PagadSiddhartha KhareSidney SturmerSigne NormandSilvana Amaral AmaralSilvia Aguero AguilarSilvia CarvalhoSilvia M. Oliveira-LongattiSilvia Perez-esponaSimon FerrierSimone CesarzSimone LanghansSirine MellitiSkye WillsSneha JambagiSolana BoschiliaSolen Le Clec'hSong HuangSonia BattenSonja JaehnigSonja WankeSop TeneKwetcheSophia BurkeSophia RatcliffeSophie von der HeydenStanko MilićStefaan De NeveStefan GeisenStefan PinkertStefanie HolzwarthStephan FlinkStéphanie ManelStephanie von GavelStephen KankamSteve GittingsSteve WakelinStuartmab StuartmabqkSubir ChowfinSugam SubediSuharto AttoSuhey OrtizSundar ShunmugamSusana Rodríguez-buriticaSusana C. GonçalvesSusana CarvalhoSusana OrtizSusanna TherouxSusanne ThulinSydne RecordSydney MossSze-wan PoongT. E. Angela QuirosTadeu SiqueiraTadeusz Bara-slupskiTaejin ParkTakehisa YamakitaTakem Agbor DelphineTalie MusaviTalita ZupoTamar Guy-haimTanguy GahoumaTania Li ChenTanya Mc RedmondTao TangTara CornelisseTara TapicsTarek MukassabiTati Suryati SyamsudinTatiana V. NikulinaTeja KattenbornTeotonio Soares De CarvalhoTerence DawsonTessa SmithTetsukazu YaharaThaisa MichelanThamasak YeeminThanos DailianisThiago MiguelThilina SurasingheThomas BauerThomas OnfroyThomas StarnesTiago O. BegotTiejun WangTim NewboldTim Parker-NanceTim VincentTina DohnaTine GrebencTodd O'BrienTom BarryTom ChristensenTom OliverTomas MurrayTomer GuetaTomoko DokoToochukwu OgbulieTouria BajjoukTrevor WardTristan TyrrellTuyeni MwampambaTylar MurrayUlf MallastUsman AtiqueUta HeidenUte SchmiedelValeria FaggioliValeriy GrekovVanessa BremerichVanessa DepráVania ProençaVannak AnnVardis TsontosVenkadesh SamykannuVenus LeopardasVeronica MigoVictor GutierrezVictor Rennan FerreiraVictoria BurtonVictoria MontillaVincent FugereVirgilio HermosoVladimir WingateW. Chris FunkW. Daniel KisslingWadih M.Wahyu Catur AdinugrohoWalter De SimoneWalter DurkaWalter JetzWard AppeltansWei YangWenbo ChuWendel (Bill) KellerWendy MonkWenjun TongWilfried ThuillerWilliam MagnussonWolfgang WägeleWoody TurnerXianguo QiaoXiaoli ShenXimena Lopez zieherXinghu QinXu ZhepingXuemei HanYanqing WuYaqiong WanYasmina Shah EsmaeiliYayan Wahyu C. KusumaYing LiuYoandri Suárez MegnaYogesh D. JadhavYokyok HadiprakarsaYoni GavishYoshihisa ShirayamaYosune MiquelajaureguiYouhua ChenYouszef BitarYu TianYubao QiuYudha RamaYue ZhouYugandhar ShindeYulie ShimanoYun CaoYunne ShinYunwei DongYuxiao HeYvan Le BrasYves Hermandez TchiechouaYves SteigerYzel Rondon SúarezZacchaeus CompsonZacharie SohouZachary MonteithZachary SenwoZahra PaymanehZayra OviedoZeenatul BasherZeynep OguzhanZi WangZoë LindoZoltan Szantoi

Creator Email The email of the person or other creator type principally responsible for creating this data. sara.si-moussi@univ-grenoble-alpes.fr

Creator Institution * Centre National de la Recherche Scientifique (CNRS) A.N. Severtsov Institute of Ecology and EvolutionAalborg UniversityAarhus UniversityAASRA - Suicide Prevention and Counselling NGOAberystwyth UniversityAcademia SinicaACT Parks and Conservation ServiceAdamson UniversityAEV- Associação de Escolas de VerãoAfram Plains Development Organisation (APDO)African Conservation CentreAfrican Regional Institute for Geospatial Information Science and Technology (AFRIGIST)AgResearch (Lincoln Research Centre)Agriculture and Agri-Food CanadaAgriculture Research Institute of AfghanistanAgrosesoriasAgroSup DijonAhmednagar CollegeAIR CentreAlabama A&M UniversityAlaska Ocean Observing SystemAlbany MuseumAlfred-Wegener-Institut, Helmholtz-Zentrum für Polar- und Meeresforschung (AWI)Aligarh Muslim University AligarhAmazon Institute for Scientific Research SINCHIAmbioTEK CICAmerican Museum of Natural HistoryAnand Agricultural UniversityAndhra UniversityAnkara UniversityAnkara University, Faculty of Agriculture, Department of Soil Science and Plant NutritionAppsilon Data ScienceARC Soil, Climate & WaterAristotle UniversityArizona State UniversityArtista NaturalistaASEAN Centre for BiodiversityAssam Agricultural UniversityAssociation Les Amis des Oiseaux (AAO/BirdLife Tunisie)Atlantic Salmon TrustAustralian National UniversityAustrian Academy of SciencesAutonomous University of Baja California Sur (UABCS)Azim Premji UniversityBahir Dar UniversityBanaras Hindu UniversityBanasthali Vidyapith, Rajasthan Bangabandhu Sheikh Mujibur Rahman Maritime UniversityBangor UniversityBarli Development Institute for Rural WomenBath Spa UniversityBavarian Forest National ParkBavarian Natural History Collections (SNSB)BBN TechnologiesBeijing Forestry UniversityBharathidasan UniversityBIOELITE & University de Guayaquil (UG)Biologia Life Science LLPBiome Makers Inc.Birdlife internationalBOKU - University of Natural Resources and Life Sciences, ViennaBotanic Garden MeiseBrandenburg University of Technology Cottbus-Senftenberg (BTU)Brazilian Agricultural Research CorporationBridgewater State UniversityBrigham Young UniversityBritish Antarctic SurveyBrockmann Geomatics Sweden ABBryn Mawr CollegeBuglifeBund für Umwelt und Naturschutz Deutschland (BUND) e.v. / Friends of the Earth GermanyBureau of Ocean Energy Management (BOEM)Bureau of Soils and Water ManagementBusitema UniversityCadi Ayyad UniversityCAFFCaisse Centrale de Réassurance (CCR)Canadian Rivers Institute, University of New BrunswickCardiff UniversityCarnegie Institution for ScienceCefasCEFE CNRS MontpellierCEFREM / University of PerpignanCEGISCenter for Biological DiversityCenter for Climate Change Adaptation, National Institute for Environmental Studies (NIES)Central Soil Salinity Research InstituteCentre de Ciència i Tecnologia Forestal de CatalunyaCentre de Recherche pour la Gestion de la Biodiversité (CRGB)Centre for Agriculture and Bioscience International (CABI)Centre for Cartography of Fauna and FloraCentre for Ecology & HydrologyCentre for Ecosystem Genomics Applications (CEGA)Centre for Marine and Coastal Studies (CEMACS), Universiti Sains MalaysiaCentre for Research and Technology Hellas, Information Technologies InstituteCentre for scientific and technical research on arid areasCentre for Scientific and Technical Research on Arid Regions (C.R.S.T.R.A)Centre National de la Recherche Scientifique (CNRS)Centre of Molecular and Environmental Biology (CBMA)Centro Austral de Investigaciones Científicas (CADIC-CONICET)Centro de Investigación Esquel de Montaña y Estepa Patagonica (CIEMEP-CONICET-UNPSJB)Centro de Investigaciones Oceanográficas e Hidrográficas del PacíficoCFE - Centre for Functional Ecology - University of CoimbraCharles Darwin FoundationCharles Sturt UniversityChengdu Institute of BiologyChiba UniversityChinese Academy for Environmental Planning (CAEP)Chinese Research Academy of Environmental ScienceChungnam National UniversityCIBIO-InBIOCIRAD - Agricultural Research for DevelopmentCIRAD-CIFOR, University of MontpellierCity College of New YorkCity University of New YorkClark UniversityCloudbridge Nature ReserveCNR IRBIMCNR IREACNR-IIACNRS - Université Grenoble AlpesCNRS-CIRAD / Kasetsart UniversityCoastal Zone Management Authority and InstituteCoastal Zone Management Authority and Institute Colegio de Postgraduados Campus VeracruzColombia National Natural Parks Colorado State UniversityColumbia UniversityComisión Nacional para el Conocimiento y Uso de la Biodiversidad (CONABIO)Communications & Systèmes (CS)Concordia UniversityCONICETCONICET (UNJU))Consejo Superior de Investigaciones Científicas (CSIC)Conservation InternationalCooperativa Cientifica BolivianaCooperative Freshwater Ecology Unit - Laurentian UniversityCORDIO East AfricaCornell UniversityCORPORACION AUTONOMA REGIONAL DEL CAUCA CRCCorporacion Autonoma Regional para la Defensa de la Meseta de BucaramangaCouncil for Scientific and Industrial Research (CSIR)Coventry UniversityCREAFCross River State Forestry Commission CSIR National Institute of OceanographyCSIROD-GEODalhousie UniversityDeakin UniversityDeltaresDepartment of Agriculture Regional Field Office 12Department of Agriculture RFO VII - Regional Soils LaboratoryDepartment of Biodiversity, Conservation and AttractionsDepartment of Biology and Biotechnology, Sapienza University of RomeDesert Research CenterDesertNet International UNCCDDeutsche Gesellschaft für Internationale Zusammenarbeit (GIZ)Dharitree Enviro Research CentreDigby Wells EnvironmentalDLRDorena - USDA Forest ServiceDr. Babasaheb Ambedkar Marathwada UniversityDublin City UniversityDuke UniversityEarth GuardiansEarthwise AwareEast China Normal UniversityEawagECO ConsultEcoHealth AllianceEcole Nationale Forestières des Ingénieurs ( ENFI)École Nationale Supérieure Agronomique de ToulouseEcole Normale SupérieureÉcole pratique des hautes études (EPHE)ECOS Consulting for Monterey Bay National Marine SanctuaryECOSOCIALISEcosystem Services Partnership (ESP) / SEEDEVEdith Cowan UniversityEhime UniversityEl Museo Entomológico de LeónELIXIREmbrapa Forestry/ Universidade Federal do Paraná (UFPR)Emirates Nature - WWFEndemic Species Research InstituteEnvironment and Climate Change CanadaEnvironment and Resources Authority (ERA)Environment Centre WalesEnvironmental consultantEnvironmental office town LeipzigEnvironmental Systems Research Institute (ESRI)EPAMIG - Empresa de Pesquisa Agropecuária de Minas Gerias Estación Biológica de Doñana, CSICEstonian University of Life SciencesEszterházy Károly UniversityETH ZürichEthiopian Institute of Agricultural ResearchEURAC ResearchEuropean Commission Joint Research Centre (JRC)European Environment AgencyEuropean Institute for Marine StudiesEuropean Landowners Organization (ELO)European Space AgencyEzemvelo KwaZulu-Natal WildlifeFaculté des Sciences Semlalia MarrakechFaculty of Humanities and Social Sciences of TunisFarm AfricaFAU Erlangen-NürnbergFederal Fluminense UniversityFederal Rural University Rio de JaneiroFederal Scientific Center of the East Asia Terrestrial BiodiversityFederal University of AcreFederal University of Agriculture, Abeokuta, NigeriaFederal University of BahiaFederal University of Jequitinhonha and Mucuri ValleysFederal University of LavrasFederal University of Mato GrossoFederal University of Mato Grosso do SulFederal University of ParáFederal University of ParaibaFederal University of ParanáFederal University of Santa MariaFederal University of Technology Owerri NigeriaFerdowsi University of MashhadFiji National UniversityFisheries and Oceans CanadaFlanders Marine InstituteFlemish Institute for Technological Research (VITO)Flinders UniversityFlorida Fish and Wildlife Conservation CommissionFlorida Museum of Natural HistoryFondazione Edmund MachForest Research and Training CentreForestry Research Institute of NigeriaForestry Research, Development and Innovation AgencyFoundation for Research and Sustainable Development (FRSD)Foundation for Research and Technology - Hellas (Forth)Foundation for Research on Biodiversity (FRB)Foundation for Science, Technology and Space Applications (FUNCATE)France Energies MarinesFree University of Bozen-BolzanoFreelance Expert: Biodiversity & Climate ChangeFreie Universität BerlinFriday Harbor Laboratories; University of WashingtonFriends of Katavi Ecosystem (FOKE)Friends of Marine Life (FML)Fundação Oswaldo CruzFundación GEOTROPIFundacion Natura ColombiaFundación Universitaria Juan de CastellanosFURB - Universidade Regional de BlumenauFuture Generations UniversityG.B. Pant National Institute of Himalayan EnvironmentGabonese Agency for Space Studies and ObservationsGadoli and Manda Khal Wildlife Conservation TrustGB Pant National Institute of Himalayan Environment and Sustainable DevelopmentGEO SecretariatGeo4Ardhi Land ConsultGeographic Institute Agustín Codazzi (IGAC)GEOMAR Helmholtz Centre for Ocean Research KielGeorg-August-Universität GöttingenGeorge Washington UnversityGeoscience AustraliaGeospatial Research InternationalGerman Centre for Integrative Biodiversity Research (iDiv)Ghana Wildlife SocietyGhent UniversityGifu UniversityGlobal Biodiversity Information Facility (GBIF)Global Mountain Biodiversity Assessment, University of BernGlobal Seaweeds Coastal Futures project GlueCAD Biodiversity ITGolder Associates (UK) Ltd.Government Arts College for Men, Affiliated to University of MadrasGovernment College University FaisalabadGreenward ConsultingGrice Marine Lab - College of CharlestonGriffith UniversityGroup on Earth Observations (GEO)Guizhou UniversityHacettepe UniversityHaci Bektas Veli Nevsehir UniversityHakai InstituteHas University of Applied SciencesHasanuddin UniversityHassan 1st University of SettatHealthy Reefs for Healthy People InitiativeHellenic Centre for Marine ResearchHelmholtz Centre for Environmental Research (UFZ)Helmholtz-Zentrum Geesthacht Centre for Materials and Coastal ResearchHEXAHEXAGONO IMÁGENES & SALUDHokkaido University, Akkeshi Marine StationHoonah Indian AssociationHuangshan UniversityHumboldt-Universität zu BerlinI.A.CO Environmental & Water Consultants LtdIAV Hassan IIIBIOMAR-CONICETICMBio/Centro Nacional de Pesquisa e Conservação de Mamíferos AquáticosIdaho State UniversityIFREMERIHE Delft Institute for Water EducationIIB INTECH (CONICET-UNSAM)IISER MohaliIlia State UniversityIMAS - University of TasmaniaIMBIV, CONICET-UNC - Universidad Nacional de CórdobaIMIBIO-SL, CONICET-UNSLIndependent researcherIndian Institute of Remote SensingIndian Institute of ScienceIndian Institute of Technology Bombay (IIT Bombay)Indiana UniversityIndonesian Institute of SciencesINERCO Consultoría ColombiaInForest JRU, CTFC-CREAFInland Fisheries InstituteInner Mongolia Agricultural UniversityINPEINRAINRAEInsitute for Geography and Geoecology (ifgg)Institut de recherche pour le développement (IRD)Institut de Technologie du CambodgeInstitut Teknologi BandungInstitute for Biodiversity and Ecosystem Dynamics (IBED), University of AmsterdamInstitute for Geography and Geoecology (ifgg)Institute for Land, Water and Society (ILWS)Institute for Marine and Antarctic Studies, University of TasmaniaInstitute Of Bioresources And Sustainable Development (IBSD)Institute of Botany of Chinese Academy of SciencesInstitute of Ecology and Biological Resources (IEBR)Institute of field and vegetable cropsInstitute of Geography, Ruhr-universität bochumInstitute of Geology and Geophysics, Chinese Academy of Sciences (IGGCAS)Institute of Hydrobiology, Chinese Academy of SciencesInstitute of Hydrobiology, Chinese Academy of Sciences/ University of KeralaInstitute of Hydrology, Meteorology and Environmental Studies (IDEAM)Institute of International Rivers and Eco-security, Yunnan UniversityInstitute of Marine ResearchInstitute of Mathematical Problems of Biology RAS (IMPB RAS)Institute of Microbiology of the Czech Academy of SciencesInstitute of Ocean and Earth Sciences (IOES), University of Malaya & Malaysian Society of Marine Sciences (MSMS)Institute of Physical Geography at Frankfurt UniversityInstitute of Remote Sensing and Digital EarthInstitute of Social Ecology (SEC)Institute of Space Technology (IST)Institute of Technology CarlowInstitute of the Sea of ​​Peru (IMARPE)Institute of Zoology, Chinese Academy of SciencesInstituto de Biología de la Conservación (IBiCo)Instituto de Biologia del Suelo SacInstituto de Ecología A.C.Instituto de Ecología, Red de Diversidad Biológica del Occidente MexicanoInstituto de Hidráulica Ambiental de la Universidad de CantabriaInstituto de Investigaciones Aplicadas de los Recursos del AguaInstituto de Investigaciones Biológicas, Universidad VeracruzanaInstituto de Investigaciones Marinas y Costeras (IIMyC) CONICETInstituto Experimental de Biologia "Luis Adam Briançon" - USFXInstituto Federal de Mato GrossoInstituto Federal do Acre - IFACInstituto Federal do Maranhão Campus CaxiasInstituto HumboldtInstituto Nacional da Mata AtlântiaInstituto Nacional da Mata Atlântica (INMA)Instituto Nacional de Pesquisa do PantanalInstituto Nacional de Pesquisas da AmazôniaInstituto Nacional de Tecnología AgropecuariaInstituto Pirenaico de Ecología (IPE-CSIC)Instituto Potosino de Investigación Científica y Tecnológica A.C.Instituto Superior de Ciências de Educação da HuílaInstituto Tecnológico de SonoraInstituto Tecnológico ValeInstituto Universitario de la PazInterdisciplinary Centre for Marine and Environmental Research (Cimar) and University of PortoInterdisciplinary Centre of Marine and Environmental Research of the University of Porto (CIIMAR)Intergovernmental Oceanographic Commission UNESCOInternational Barcode of Life (iBOL)International center for tropical agriculture (ciat)International Institute for Applied Systems Analysis (IIASA)Internationales Hochinstitut ZittauInteruniversity Institute for Research on the Earth System in AndalusiaInvemar - Institute for Marine and Coastal ResearchIRSN – Institute for Radiological Protection and Nuclear SafetyISA University of LisboaIsfahan University of TechnologyIsrael Oceanographic and Limnological Research (IOLR)Italian National Institute for Environmental Protection and Research (ISPRA)ITC - University of TwenteIUCNIUCN Species Survival CommissionJaen UniversityJamia Millia IslamiaJapan Agency for Marine-Earth Science and TechnologyJapan International Research Center for Agricultural Sciences (JIRCAS)Jet Propulsion LaboratoryJoint Nature Conservation Committee (JNCC)Jomo Kenyatta University of Agriculture and TechnologyKalanbioKarlsruhe Institute of Technology (KIT)Keio UniversityKenya Agricultural and Livestock Research OrganisationKenya Marine & Fisheries Research InstituteKenya Wildlife ServiceKerala Forest Research InstituteKerala University of Fisheries and Ocean StudiesKFRIKhulna UniversityKing Abdulaziz UniversityKing Abdullah University of Science and TechnologyKing´s College LondonKioshi Stone s.aKookmin UniversityKosovo Institute for Nature ProtectionKrantiguru Shyamji Krishna Verma Kachchh UniversityKSMKU LeuvenKunivKunming Institute of Botany, CASKwame Nkrumah University of Science and TechnologyKwantlen Polytechnic UniversityKyushu Universityl'Institut de Recherches Halieutiques et Océanologiques du Bénin (IRHOB)La Salle UniversityLa Trobe UniversityLagos State University, Ojo, Lagos State, NigeriaLancaster UniversityLatvian State Forest Research Institute Lawrence UniversityLeibniz Centre for Tropical Marine ResearchLeibniz Institute for Animal BiodiversityLeibniz-Institute of Freshwater Ecology and Inland Fisheries (IGB)Leiden UniversityLETG-Rennes, UMR 6554 Centre National de la Recherche Scientifique (CNRS)Leuphana University of LüneburgLiberians united to promotes society safety and development (lupsad)Listers Outdoor WorldLoei Rajabhat UniversityLondrina State UniversityLos Andes UniversityLubombo ConservancyLund UniversityLuxembourg Institute of Science and Technology (LIST)Macquarie UniversityMahatma Gandhi UniversityMakerere UniversityMaldives National UniversityMalva Permaculture FarmManaaki Whenua - Landcare ResearchManipal University JaipurManonmaniam Sundaranar UniversityMarine & Environmental Research Lab LtdMarine and Coastal Research Institute "Jose Benito Vives DeAndreis" INVEMARMarine Biological AssociationMarine InstituteMarine Science CentreMartin-Luther-University Halle-Wittenberg (MLU)MARUM University of BremenMasaryk University in BrnoMassey UniversityMatej Bel University Maurice Lamontagne InstituteMax Planck Institute for BiogeochemistryMax Planck Institute for Evolutionary AnthropologyMax Planck Institute for Marine MicrobiologyMayne Island Conservancy SocietyMcGill UniversityMemorial University of NewfoundlandMichigan State UniversityMiddle East Technical UniversityMindanao State University–NaawanMinisterio de AmbienteMinisterio del Ambiente Ministry of agriculture and natural resourcesMinistry of EnvironmentMinistry of Environment and ForestryMississippi State UniversityModern College of Arts, Science and CommerceMohammed VI Polytechnic UniversityMonash UniversityMontana State UniversityMountain Research Initiative (MRI)Murray State UniversityN/ANamibia University of Science and TechnologyNanjing Institute of Environmental Sciences (NIES)Nanjing Institute of Environmental Sciences(NIES), Ministry of Ecology and Environment (MEE) of ChinaNaresuan UniversityNASANASA Ames Research CenterNASA Goddard Space Flight CenterNASA/JPLNational Agricultural Research Centre (NARC), Pakistan Agricultural Research Council National Agricultural Technology InstituteNational Biodiversity Data CentreNational Biodiversity NetworkNational Biodiversity Network TrustNational Environment Management Authority (NEMA)National Geographic Society Exploration Technology LabNational Institute for Space Research (INPE)National Institute of Amazonian Research (INPA)National Institute of Biological Resources (NIBR)National Institute of CartographyNational institute of oceanography and fisheriesNational Institute of Water and Atmospheric ResearchNational Museum of Natural HistoryNational Museum of Natural History (MNCN), CSICNational Museum of Natural History (MNHN)National Park Service, AlaskaNational Research and Development Institute in Forestry Marin DraceaNational Research Council -CNRNational Research Council (CNR)National Research Council (CNR), Institute for Sustainable Plant Protection -IPSPNational Science Library, Chinese Academy of SciencesNational Scientific Center “Institute for Soil Science and Agrochemistry Research named after O.N. Sokolovsky”National Space Research and Development AgencyNational University of AsuncionNational University of ChilecitoNational University of ColombiaNational University of San MarcosNatural History Museum LondonNatural History Museum of ArgentinaNatural Resources Defense CouncilNatureFiji - MareqetiVitiNatureServeNeiker-Tecnalia Basque Institute for Agricultural Research and DevelopmentNepal BONNew University Campus AgadirNew York Botanical GardenNewcastle UniversityNnamdi Azikiwe UniversityNOAA FisheriesNOAA/ U.S. IOOSNordisk Fond for Miljø og Udvikling (NORDECO)North Carolina Museum of Natural SciencesNorth Carolina State UniversityNorth Dakota State UniversityNortheastern UniversityNorthern Arizona UniversityNorwegian Biodiversity Information CentreNorwegian Institute for Nature ResearchNorwegian Institute for Nature Research (NINA)Nova Southeastern UniversityNSW Department of Planning, Industry and EnvironmentNSW Department of Primary IndustriesO'Higgins UniversityObafemi Awolowo UniversityOcean Science AnalyticsOcean Tracking Network - Dalhousie UniversityOceanographic Institute of the University of São PauloOffice français de la biodiversitéOffice National pour l'EnvironnementOka State ReserveOkavango Research InstituteOkinawa Institute of Science and Technology Graduate UniversityOnline learningOrcaSoundOrdu UniversityOregon State UniversityOSFAC - Satellite Observatory for the Forests of Central AfricaPachhunga University CollegePan-African UniversityParques Nacionales Naturales de ColombiaPBL Netherlands Environmental Assessment AgencyPêches et Océans Canada (Institut Maurice-Lamontagne)Pedagogical and Technological University of Colombia (UPTC)Pennsylvania State UniversityPensoft PublishersPlymouth Marine LaboratoryPlymouth UniversityPoint Blue Conservation SciencePolytechnic Institute of Bragança (Cimo)Polytechnic University of Catalonia (UPC)Pontifical Catholic University of EcuadorPontifical Catholic University of ValparaísoPontificia Universidad Católica de ChilePontificia Universidad JaverianaPrescott CollegePrince of Songkla UniversityPrince of Sonkgla UniversityPrins engineeringPurdue UniversityQatar UniversityRadioIsotopes Laboratory (LRI), University of AntananarivoRaiganj UniversityRainforest ConnectionRamkhamhaeng UniversityReading UniversityRecep Tayyip Erdoğan UniversityReef Life Survey and University of TasmaniaRegional Centre for Mapping of Resources for Development (RCMRD)Rekam Nusantara FoundationRemote Sensing Applications Centre, U.PRepublican unitary enterprise Design Institute BelgiprozemResearch Center for Biology, Indonesian Institute of SciencesResearch Center for Eco-Environmental Sciences, Chinese Academy of SciencesResearch Center for Ecological Services, University of BucharestResearch Center for Plant Conservation & Botanic Gardens (LIPI)Research Centre in Biodiversity and Genetic ResourcesResearch Institute for Nature & Forest (INBO)Research Institute for Nature and Forest (INBO)retiredRey Juan Carlos UniversityRiffreporterRio de Janeiro Botanical Garden Research InstituteRoffer's Ocean Fishing Forecasting Service - ROFFSRoyal Belgian Institute of Natural SciencesRoyal Botanic Gardens and Domain TrustRoyal EijkelkampRutgers, the State University of New JerseyRwanda Agriculture BoardS.S.Research FoundationSaint Mary's UniversitySaint-Petersburg Research Center Russian Academy of SciencesSanta Fe InstituteSão Paulo State University - UNESPSatellite Environment Center (SEC), Ministry of Environmental Protection (MEP)School of Global Env. Sustainability, Colorado State UniversityScionScottish Natural HeritageSeduc MTSenckenberg am MeerSenckenberg Biodiversity and Climate Research InstituteShaanxi Xi'an Botanical GardenShahid Bahonar University of KermanShemford DoonShenyang Normal UniversitySher-e-Bangla Agricultural University (SBAU)Sindh Agriculture UniversitySir Alister Hardy Foundation for Ocean ScienceSlash.coSlovenian Forestry InstituteSmithsonian Environmental Research CenterSmithsonian InstitutionSociety for Ecological RestorationSoil Science and Conservation Research Institute (SSCRI)Soil Science Society of AmericaSokoine University Of AgricultureSorbonne Université South African Environmental Observation Network (SAEON)South African National Biodiversity InstituteSouth African National Biodiversity Institute & Centre for Invasion BiologySouthern California Coastal Water Research ProjectSouthern Institute of Water Resources Research (SIWRR)Spatial Informatics GroupSrinakharinwirot UniversitySt Breward Wildlife & Conservation GroupSt. George's UniversityStanford UniversityStatistical GeneticsStellenbosch UniversityStrategic Environmental Focus (SEF)Surgut State UniversitySWBC NepalSwedish Museum of Natural HistorySwedish University of Agricultural SciencesSwiss Biodiversity Forum, SCNATSwiss Federal Institute for Forest, Snow and Landscape Research (WSL)Swiss Federal Institute of Technology Szent István UniversityTamil Nadu Agricultural UniversityTEAM Ingeniería de ConocimientoTechnische Universität BerlinTechnische Universität BraunschweigTechnische Universität DresdenTechnological Institute of Valle de MoreliaTel Aviv UniversityTemple UniversityTenteraTexas A&M UniversityThe Alliance of Bioversity International and CIATThe Chinese University of Hong KongThe Federal University of Rio de JaneiroThe Federal University of Technology Owerri (FUTO)The Finnish Environment Institute (SYKE)The Hebrew University of JerusalemThe James Hutton InstituteThe Morton ArboretumThe Nature ConservancyThe Swiss Federal Institute for Forest Snow and Landscape Research WSLThe Technical University of Munich (TUM)The University of Alabama in HuntsvilleThe University of MelbourneThe University of QueenslandThe University of Texas at AustinThe World BankThünen Institute of BiodiversityTour du ValatTribhuvan UniversityTrinity College DublinTropical Biosphere Reserch Center, University of the RyukyusTshwane University of TechnologyTunghai UniversityTurquino National ParkU.S. Geological SurveyU.S. Marine Mammal CommissionU.S. National Park ServiceUFRGS - Federal University of Rio Grande do SulUFRRJ - Universidade Federal Rural do Rio de JaneiroUgyen Wangchuck Institute for Conservation and Environmental ResearchUkrainian Center of Soil EcologyUN Development ProgrammeUN Environment World Conservation Monitoring Centre (UNEP-WCMC)United International University (UIU)United Nations Convention to Combat Desertification (UNCCD)United States Department of Agriculture - Agricultural Research ServiceUnited States Department of Agriculture - Natural Resources Conservation Service United States Environmental Protection Agency (US EPA)Universidad Autónoma de ChihuahuaUniversidad Autónoma Gabriel René MorenoUniversidad Central de VenezuelaUniversidad de AntioquiaUniversidad de Antioquia ColombiaUniversidad de Bogotá Jorge Tadeo LozanoUniversidad de ChileUniversidad de ConcepciónUniversidad de Costa RicaUniversidad de GranadaUniversidad de La GuajiraUniversidad de Las AméricasUniversidad de las Fuerzas Armadas ESPEUniversidad de MedellínUniversidad de OrienteUniversidad del CaucaUniversidad Distrital Francisco José de CaldasUniversidad Espíritu SantoUniversidad Estatal Península de Santa ElenaUniversidad Laica Eloy Alfaro de ManabíUniversidad Nacional Agraria La MolinaUniversidad Nacional Autónoma de MéxicoUniversidad Nacional de BarrancaUniversidad Nacional de Cuyo Universidad Nacional de Mar del PlataUniversidad Nacional de Rio Cuarto- CONICETUniversidad Nacional Federico Villarreal (UNFV)Universidad San Francisco de QuitoUniversidad Simon BolivarUniversidade de Brasília (UnB)Universidade do Vale do ItajaíUniversidade Estadual de GoiásUniversidade Estadual de Mato Grosso do SulUniversidade Estadual de Santa CruzUniversidade Estadual do PiauíUniversidade Estadual Paulista Julio de Mesquita FilhoUniversidade Federal de Juiz de ForaUniversidade Federal de LavrasUniversidade Federal de Mato Grosso do SulUniversidade Federal de Minas GeraisUniversidade Federal de ViçosaUniversidade Federal do AcreUniversidade Federal do Amazonas (UFAM)Universidade Federal do Espírito SantoUniversidade Federal do Oeste do ParáUniversidade Federal do ParáUniversidade Federal do Rio Grande - FURGUniversidade Federal do Rio Grande do SulUniversità degli Studi di FirenzeUniversità del SalentoUniversità di MilanoUniversitas Nasional Jakarta Université catholique de LouvainUniversité de SherbrookeUniversité du Québec à ChicoutimiUniversité du Québec à RimouskiUniversité du Québec à Trois-RivièresUniversité Félix Houphouët-BoignyUniversité Hassan IIUniversité Officielle de BukavuUniversiti Sains MalaysiaUniversity at BuffaloUniversity College DublinUniversity College LondonUniversity FreiburgUniversity Institute of PeaceUniversity of AdelaideUniversity of Agricultural Sciences BengaluruUniversity of Agriculture, FaisalabadUniversity of Alaska FairbanksUniversity of AlbertaUniversity of AlicanteUniversity of AlmeríaUniversity of AmsterdamUniversity of Applied Sciences and Arts of Southern SwitzerlandUniversity of AucklandUniversity of Bari Aldo MoroUniversity of BenghaziUniversity of BernUniversity of BolognaUniversity of BonnUniversity of British ColumbiaUniversity of Buenos AiresUniversity of CaliforniaUniversity of California IrvineUniversity of California Santa BarbaraUniversity of California Santa CruzUniversity of California, BerkeleyUniversity of California, Los AngelesUniversity of CambridgeUniversity of CamerinoUniversity of CampinasUniversity of CanberraUniversity of CanterburyUniversity of Cape CoastUniversity of Cape TownUniversity of Central FloridaUniversity of ChileUniversity of ColoradoUniversity of ConcepciónUniversity of ConnecticutUniversity of CopenhagenUniversity of DerbyUniversity of Duisburg-EssenUniversity of DundeeUniversity of East AngliaUniversity of Eastern PhilippinesUniversity of EdinburghUniversity of EldoretUniversity of EmbuUniversity of Energy and Natural ResourcesUniversity of ExeterUniversity of FloridaUniversity of GeorgiaUniversity of GironaUniversity of GothenburgUniversity of GöttingenUniversity of Göttingen, Experimental Phycology and Culture Collection of Algae (SAG)University of Göttingen, Institute of Zoology and AnthropologyUniversity of Guayaquil (UG)University of GuelphUniversity of HaifaUniversity of HamburgUniversity of HelsinkiUniversity of Hong KongUniversity of HyderabadUniversity of Ibn ZohrUniversity of IdahoUniversity of Jena (FSU)University of JohannesburgUniversity of KeralaUniversity of KisanganiUniversity of L'AquilaUniversity Of Lagos [Nigeria]University of Las Palmas de Gran CanariaUniversity of LausanneUniversity of LeedsUniversity of Leipzig (UL)University of LisbonUniversity of Maine at FarmingtonUniversity of MalayaUniversity of ManitobaUniversity of MarburgUniversity of MarylandUniversity of Maryland Center for Environmental ScienceUniversity of MelbourneUniversity of MichiganUniversity of MinnesotaUniversity of Missouri-Kansas CityUniversity of MontanaUniversity of MontrealUniversity of MünsterUniversity of NamibiaUniversity of NavarraUniversity of New MexicoUniversity of New South WalesUniversity of Newcastle University of North Carolina GreensboroUniversity of NorthamptonUniversity of NottinghamUniversity of NouakchottUniversity of OranUniversity of Osijek | Department of BiologyUniversity of OttawaUniversity of OxfordUniversity of PretoriaUniversity of Puerto Rico / CARICOOSUniversity of Puerto Rico at MayagüezUniversity of ReadingUniversity of RoehamptonUniversity of Santiago de CompostelaUniversity of São PauloUniversity of South FloridaUniversity of South Florida University of SouthamptonUniversity of Southern QueenslandUniversity of St AndrewsUniversity of StirlingUniversity of SussexUniversity of SydneyUniversity of TartuUniversity of TasmaniaUniversity of TehranUniversity of the Azores (IMAR)University of the Faroe IslandsUniversity of the Itajaí Valley, Itajaí CampusUniversity of the Philippines DilimanUniversity of the Philippines Los BanosUniversity of the Republic, Uruguay - Marine Science Laboratory (UNDECIMAR)University of TorontoUniversity of ToulouseUniversity of TwenteUniversity of ValleUniversity of ValparaísoUniversity of VermontUniversity of VictoriaUniversity of ViennaUniversity of VigoUniversity of VirginiaUniversity of WaikatoUniversity of WarwickUniversity of WashingtonUniversity of Western OntarioUniversity of Wisconsin-MadisonUniversity of WürzburgUniversity of Yaounde 1University of YorkUniversity of ZimbabweUniversity of ZurichUniversity or ArizonaUNSWUppsala UniversityUSF College of Marine ScienceUtrecht UniversityUVASUzhydrometV.N.Karazin Kharkiv National University, Research Institute of BiologyVietnam National University of Agriculture (VNUA)Virginia Institute of Marine ScienceVogelbescherming NederlandVrije Universiteit AmsterdamW. Szafer Institute of BotanyWageningen Environmental ResearchWageningen UniversityWageningen University & ResearchWashington State UniversityWashington University in St. LouisWeizmann Institute of ScienceWesleyan UniversityWest African Biodiversity and Ecosystem Services (WABES)Western Sydney UniversityWetlands InternationalWetlands International South AsiaWild GYE InitiativeWild MeWildfowl & Wetlands TrustWildlife Institute of IndiaWoodrow Wilson Interational Center for Scholars World Agroforestry CentreWorld Agroforestry Centre (ICRAF)Wright State University WWF PakistanWWF SpainWWF UKXiamen UniversityXinjiang Institute of Ecology and Geography, Chinese Academy of SciencesXishuangbanna Tropical Botanical Garden, Chinese Academy of SciencesYa'axché Conservation TrustYale UniversityYayasan Reef Check IndonesiaYellowstone Ecological ResearchYouths in Technology and Development Uganda (YITEDEV)Zoological Society of London