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Pantropical modelling of canopy functional traits using Sentinel-2 remote sensing data

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dc.contributor.authorAguirre-Gutiérrez, Jesús
dc.contributor.authorRifai, Sami
dc.contributor.authorShenkin, Alexander
dc.contributor.authorOliveras, Imma
dc.contributor.authorBentley, Lisa Patrick
dc.contributor.authorSvátek, Martin
dc.contributor.authorGirardin, Cécile A.J.
dc.contributor.authorBoth, Sabine
dc.contributor.authorRiutta, Terhi
dc.contributor.authorBerenguer, Erika
dc.contributor.authorKissling, W. Daniel
dc.contributor.authorBauman, David
dc.contributor.authorRaab, Nicolas
dc.contributor.authorMoore, Sam
dc.contributor.authorFarfan-Rios, William
dc.contributor.authorFigueiredo, Axa Emanuelle Simões
dc.contributor.authorReis, Simone Matias
dc.contributor.authorNdong, Josué Edzang
dc.contributor.authorOndo, Fidèle Evouna
dc.contributor.authorN'ssi Bengone, Natacha
dc.contributor.authorMihindou, Vianet
dc.contributor.authorMoraes de Seixas, Marina Maria
dc.contributor.authorAdu-Bredu, Stephen
dc.contributor.authorAbernethy, Katharine
dc.contributor.authorAsner, Gregory P.
dc.contributor.authorBarlow, Jos
dc.contributor.authorBurslem, David F.R.P.
dc.contributor.authorCoomes, David A.
dc.contributor.authorCernusak, Lucas A.
dc.contributor.authorDargie, Greta C.
dc.contributor.authorEnquist, Brian J.
dc.contributor.authorEwers, Robert M.
dc.contributor.authorFerreira, Joice
dc.contributor.authorJeffery, Kathryn J.
dc.contributor.authorJoly, Carlos A.
dc.contributor.authorLewis, Simon L.
dc.contributor.authorMarimon-Junior, Ben Hur
dc.contributor.authorMartin, Roberta E.
dc.contributor.authorMorandi, Paulo S.
dc.contributor.authorPhillips, Oliver L.
dc.contributor.authorQuesada, Carlos A.
dc.contributor.authorSalinas, Norma
dc.contributor.authorSchwantes Marimon, Beatriz
dc.contributor.authorSilman, Miles
dc.contributor.authorTeh, Yit Arn
dc.contributor.authorWhite, Lee J.T.
dc.contributor.authorMalhi, Yadvinder
dc.contributor.institutionUniversity of Aberdeen.Biological Sciencesen
dc.contributor.institutionUniversity of Aberdeen.Environment and Food Securityen
dc.date.accessioned2023-12-12T16:09:00Z
dc.date.available2023-12-12T16:09:00Z
dc.date.embargoedUntil2022-10-14
dc.date.issued2021-01
dc.descriptionFunding Information: This work is a product of the Global Ecosystems Monitoring (GEM) network (gem.tropicalforests.ox.ac.uk). J.A.G. was funded by the Natural Environment Research Council (NERC; NE/T011084/1 and NE/S011811/1) and the Netherlands Organisation for Scientific Research (NWO) under the Rubicon programme with project number 019.162LW.010. The traits field campaign was funded by a grant to Y.M. from the European Research Council (Advanced Grant GEM-TRAIT: 321131) under the European Union‘s Seventh Framework Programme (FP7/2007-2013), with additional support from NERC Grant NE/D014174/1 and NE/J022616/1 for traits work in Peru, NERC Grant ECOFOR (NE/K016385/1) for traits work in Santarem, NERC Grant BALI (NE/K016369/1) for plot and traits work in Malaysia and ERC Advanced Grant T-FORCES (291585) to Phillips for traits work in Australia. Plot setup in Ghana and Gabon were funded by a NERC Grant NE/I014705/1 and by the Royal Society-Leverhulme Africa Capacity Building Programme. The Malaysia campaign was also funded by NERC GrantNE/K016253/1. Plot inventories in Peru were supported by funding from the US National Science Foundation Long-Term Research in Environmental Biology program (LTREB; DEB 1754647) and the Gordon and Betty Moore Foundation Andes-Amazon Program. Plots inventories in Nova Xavantina (Brazil) were supported by the National Council for Scientific and Technological Development (CNPq), Long Term Ecological Research Program (PELD), Proc. 441244/2016-5, and the Foundation of Research Support of Mato Grosso (FAPEMAT), Project ReFlor, Proc. 589267/2016. During data collection, I.O. was supported by a Marie Curie Fellowship (FP7-PEOPLE-2012-IEF-327990). GEM trait data in Gabon was collected under authorisation to Y.M. and supported by the Gabon National Parks Agency. D.B. was funded by the Fondation Wiener-Anspach. W.D.K. acknowledges support from the Faculty Research Cluster ‘Global Ecology’ of the University of Amsterdam. M.S. was funded by a grant from the Ministry of Education, Youth and Sports of the Czech Republic (INTER-TRANSFER LTT19018). Y.M. is supported by the Jackson Foundation. We thank the two anonymous reviewers and Associate Editor G. Henebry for their insightful comments that helped improved this manuscript.en
dc.description.statusPeer revieweden
dc.format.extent18
dc.format.extent1612154
dc.identifier267582480
dc.identifier47c78d69-f2f2-4034-ba6f-05da4a39d4b0
dc.identifier85092472356
dc.identifier.citationAguirre-Gutiérrez, J, Rifai, S, Shenkin, A, Oliveras, I, Bentley, L P, Svátek, M, Girardin, C A J, Both, S, Riutta, T, Berenguer, E, Kissling, W D, Bauman, D, Raab, N, Moore, S, Farfan-Rios, W, Figueiredo, A E S, Reis, S M, Ndong, J E, Ondo, F E, N'ssi Bengone, N, Mihindou, V, Moraes de Seixas, M M, Adu-Bredu, S, Abernethy, K, Asner, G P, Barlow, J, Burslem, D F R P, Coomes, D A, Cernusak, L A, Dargie, G C, Enquist, B J, Ewers, R M, Ferreira, J, Jeffery, K J, Joly, C A, Lewis, S L, Marimon-Junior, B H, Martin, R E, Morandi, P S, Phillips, O L, Quesada, C A, Salinas, N, Schwantes Marimon, B, Silman, M, Teh, Y A, White, L J T & Malhi, Y 2021, 'Pantropical modelling of canopy functional traits using Sentinel-2 remote sensing data', Remote Sensing of Environment, vol. 252, 112122. https://doi.org/10.1016/j.rse.2020.112122en
dc.identifier.doi10.1016/j.rse.2020.112122
dc.identifier.issn0034-4257
dc.identifier.otherORCID: /0000-0001-6033-0990/work/142143392
dc.identifier.urihttps://hdl.handle.net/2164/22399
dc.identifier.urlhttps://www.scopus.com/pages/publications/85092472356en
dc.identifier.urlhttps://eprints.lancs.ac.uk/id/eprint/149321/en
dc.language.isoeng
dc.relation.ispartofRemote Sensing of Environmenten
dc.subjectImage textureen
dc.subjectPixel-level predictionsen
dc.subjectPlant traitsen
dc.subjectRandom Foresten
dc.subjectSentinel-2en
dc.subjectTropical forestsen
dc.subjectSoil Scienceen
dc.subjectGeologyen
dc.subjectComputers in Earth Sciencesen
dc.subjectNatural Environment Research Council (NERC)en
dc.subjectNE/T011084/1en
dc.subjectNE/S011811/1en
dc.subjectNE/D014174/1en
dc.subjectNE/J022616/1en
dc.subjectNE/I014705/1en
dc.subjectNE/K016253/1.en
dc.subjectEuropean Research Councilen
dc.subject321131en
dc.subjectFP7/2007-2013en
dc.subjectOtheren
dc.subjectFP7-PEOPLE-2012-IEF-327990en
dc.subjectSupplementary Dataen
dc.titlePantropical modelling of canopy functional traits using Sentinel-2 remote sensing dataen
dc.typeJournal articleen

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