Modeling spatial distribution of Amazonian functional composition and diversity using satellite embeddings
Year: 2026
Type: preprint
Source: SSRN Electronic Journal
DOI: 10.2139/ssrn.7553419
Authors: Shoyo Nakamura, Nandika Tsendbazar, Hans ter Steege, Marc Rußwurm,, Fons van der Plas,, Florian Wittmann,, Luiz de Souza Coelho,, Carolina Castilho,, Diógenes de Andrade Lima Filho,, Maria Teresa Fernandez Piedade,, William Magnusson, Layon O. Demarchi,, Jochen Schöngart, Marcelo de Jesus Veiga Carim, Maria Pires Martins, Mariana Victória Irume, Adriano Costa Quaresma, Nicolás Castaño Arboleda, Olaf S. Bánki, Juan Ernesto Guevara, Rafael P. Salomão, José Renan da Silva Guimarães, Daniel Sabatier, Eduardo Martins Venticinque, Bruno Garcia Luize, Thiago Sanna Freire Silva, Evlyn Márcia Moraes de Leão Novo, Oliver L. Phillips, Juan Carlos Montero, Charles Eugene Zartman, Julien Engel, Flávia R.C. Costa, Flávia Machado Durgante, Nigel C.A. Pitman, Christopher Baraloto, Rafael L. Assis, Juan David Cardenas Revilla, Juliana Schietti, Neidiane Farias Costa Reis, José Luís Campana Camargo, Susan G. W. Laurance, Thaiane R. Sousa, Beatriz S. Marimon, William F. Laurance, Ângelo Manzatto, Nancy L. M. Rincón, Ted R. Feldpausch, Ana Cristina Segalin Andrade, Ben Hur Marimon Junior, Katia Regina Casula, Bonifacio Mostacedo, Eurídice Honorio, Henrique Eduardo Mendonça Nascimento, Gisele Biem Mori, Dário Dantas do Amaral, Alejandro Murakami, Pablo R. Stevenson, Emanuelle de Sousa Farias, Helder Lima de Queiroz, Maria Aparecida Lopes, Bruno Barçante Ladvocat Cintra, José Leonardo Lima Magalhães, John Ethan Householder, José Ferreira Ramos, Pâmella Leite de Sousa Assis, Karoline Aparecida Felix Ribeiro, Darlene Gris, Timothy R. Baker, Yuri Oliveira Feitosa, Hugo F. Mogollón, Roel J.W. Brienen, Abel Monteagudo Mendoza, Gerardo A. Aymard C., José Rafael Lozada, Marcelo Simon, Marcelo Medeiros, Percy Núñez Vargas, John Terborgh, José Julio Toledo, Leandro Valle Ferreira, Freddie C. Draper, Marcos Ríos Paredes, Carlos A. Peres, Aline Lopes, Gabriel Damasco, Alberto Vicentini, Caroline C. Vasconcelos, Maria C. Peñuela-Mora, Vitor H.F. Gomes, Roosevelt Garcia-Villacorta, Janaína Costa Noronha, Rainiellen de Sá Carpanedo, Ima Vieira, Torbjørn Haugaasen, Flávia R. Barbosa, Domingos de Jesus Rodrigues, Rogerio Gribel, Yennie K. Bredin, Joseph E. Hawes, Daniel P. P. de Aguiar, Marcelino Carneiro Guedes, Izaias Brasil da Silva, Boris Eduardo Villa Zegarra, Carolina Levis, Luzmila Arroyo, Rodolfo Vasquez, Maria Julia Ferreira, Terry W. Henkel, Isau Huamantupa-Chuquimaco, Juliana Stropp, Fernando Cornejo Valverde, Émile Fonty, Juan Carlos Licona Vasquez, Kyle G. Dexter, Paul V.A. Fine, Hernán Castellanos, R. Toby Pennington, Erika Berenguer, Guido Pardo Molina, Joice Ferreira, Jos Barlow, José Luis Marcelo Pena, Luis A. Torres-Montenegro, Wegliane Silva, Fernanda Antunes Carvalho, Fernanda Coelho de Souza, Bente Klitgård, Sebastián Tello, Alfredo F. Fuentes, Bianca Weiss Albuquerque, Marcelo P. Pansonato, William Milliken, Corine Vriesendorp, Patricio von Hildebrand, Luciana de Oliveira Pereira, Miles R. Silman, Juan Fernando Phillips, Gonzalo Rivas-Torres, Jérôme Chave, Renato Richard Hilário, Vincent Antoine Vos, Agustín Rudas, Therany Gonzales, César I.A. Vela, Timothy J. Killeen, Yadvinder Malhi, Adriana Prieto, Ricardo Zárate Gómez, Linder Felipe Mozombite Pinto, Raquel Thomas, George Pepe Gallardo Gonzales, María-José Endara, Hilda Paulette Dávila Doza, Tony Mori Vargas, Janaina Barbosa Pedrosa Costa, Milena Holmgren, Veridiana Vizoni Scudeller, Joeri A. Zwerts, Bernardo M. Flores, Carlos Cerón, Maria Natalia Umaña, Angela Cano, Maira Rocha, Maihyra Marina Pombo, Luiz Carlos de Matos Bonates, Yrma Andreina Carrero Márquez, John J. Pipoly III, Diego F. Correa, Guilherme Lobo, Verginia Wortel, Stanford Zent, Egleé L. Zent, Casimiro Mendoza, Andre Junqueira, Edelcilio Marques Barbosa, Kenneth J. Feeley, Bruce Hoffman, Daniel Villarroel, Reynaldo Linares-Palomino, Alexander Parada-Gutierrez, Italo Mesones, Ires Paula de Andrade Miranda, Luisa Fernanda Casas, Roderick Zagt, Elvis H. Valderrama Sandoval, Adeilza Felipe Sampaio, Lionel Hernandez, Riley P. Fortier, Marcos Silveira, David Galbraith, Susamar Pansini, Daniela Pauletto, Michelle Kalamandeen, Luis Valenzuela Gamarra, Freddy Ramirez Arevalo, Sasha Cárdenas, Willian Farfan, Hannah H.E. van Zanten, Jannik Schultner
Institutions: Wageningen University & Research, Naturalis Biodiversity Center, Karlsruhe Institute of Technology, Missouri Botanical Garden, Smithsonian Conservation Biology Institute, National Zoological Park, Universidade Federal do Acre, Universidade Federal Rural da Amazônia, University of Stirling, Instituto Nacional de Pesquisas Espaciais, University of Leeds, Florida International University, Vale Technological Institute, Universidade Federal de Rondônia, James Cook University, Universidade do Estado de Mato Grosso, University of Exeter, University of St Andrews, Instituto Nacional de Pesquisas da Amazônia, Universidad de Los Andes, University of Birmingham, Universidad de Los Andes, Chile, University of Florida, Universidade Federal do Amapá, University of Liverpool, University of East Anglia, Norwich Research Park, University of Gothenburg, Universidade Federal do Amazonas, University of Turku, Museu Paraense Emílio Goeldi, Norwegian University of Life Sciences, Universidade Federal de Mato Grosso, University of Cumbria, Embrapa, Wake Forest University, Université Toulouse III - Paul Sabatier, Evolution et Diversité Biologique, Université de Toulouse, University of Oxford, Utrecht University, University of Miami
Language: English
Subfield: Ecology
Field: Environmental Science
Domain: Physical Sciences
SDG: Life on land
Open Access status: green
OpenAlex ID: W7216308706