22 May 2026
The global forest diameter spectrum using a machine learning approach
Ankita Mitra, Nancy Harris, Javier G. P. Gamarra, Meredith L. Bastian, Thomas W. Crowther, Nicolas Picard, Martin Herold, Cang Hui, Sergio de-Miguel, W. Gabe Powell, Nathan R. Beane, John R. Shallock, Fons van der Plas, Michael J. Lawes, Mo Zhou, Mohammad Jahanshahi, Nadezhda M. Tchebakova, Elena I. Parfenova, Peter Reich, Cesar Ivan Alvarez, Daniel M. Griffith, Oliver L. Phillips, Ariane Mirabel, Marieke Sandker, WookJin Choi, Akane O. Abbasi, Giorgio Alberti, Jan Altman, Luciana F. Alves, Bienvenu H. K. Amani, Christian Amani, Christian Ammer, Valerio Avitabile, Gerardo A. Aymard C., Akomian F. Azihou, Timothy R. Baker, Radomir Balazy, Jorcely G. Barroso, Jean-François Bastin, Marijn Bauters, Mahmoud Bayat, Hans Beeckman, Eduardo van den Berg, Jahangeer A. Bhat, Anupam Bhatt, Angoboy Ilondea Bhely, Luca Birigazzi, Philippe Birnbaum, Robert Bitariho, Pascal Boeckx, Jan Bogaert, Alexander Bondarev, Frans Bongers, Elise Bouchard, Nils Bourland, Pedro H. S. Brancalion, Francis Q. Brearley, Jennifer L. Bufford, José Javier Corral-Rivas, Jaime Briseno-Reyes, Eben North Broadbent, David F. R. P. Burslem, Plinio Barbosa de Camargo, Goran D. Češljar, Ravi K. Chaturvedi, Han Y. H. Chen, Jiaxin Chen, Francesco Chianucci, George Chuyong, Emil Cienciala, Zorayda Restrepo Correa, Antonio Lola da Costa, Anibal Cuchietti, Javid Ahmad Dar, Selvadurai Dayanandan, Mathieu Decuyper, Tran Van Do, Jiri Dolezal, Ilija Đorđević, Donald R. Drake, Giselda Durigan, Guy-Michel A. Elogne, Tsutomu Enoki, Javier Silva Espejo, Tom Maurice Fayle, Rinaldo Luiz Caraciolo Ferreira, Paul F. Foster, Lorenzo Frizzera, Orou G. Gaoue, Roberto Cazzolla Gatti, Damiano Gianelle, Mario Guevara, Jesús Aguirre Gutiérrez, Richard Habonayo, David J. Harris, Billy C. H. Hau, Bruno Hérault, Wannes Hubau, Nobuo Imai, Andrzej M. Jagodzinski, Štěpán Janeček, Patrick A. Jansen, Bogdan Jaroszewicz, Vivian Kvist Johannsen, Carlos A. Joly, Daniel J. Johnson, Tommaso Jucker, Ben Hur Marimon Junior, Raimundo Cosme de Oliveira Junior, Goytom A. Kahsay, Victor Karminov, Elizabeth Kearsley, Deborah K. Kennard, Sebastian Kepfer-Rojas, Gunnar Keppel, Mohammed Latif Khan, John N. Kigomo, Hyun Seok Kim, Sukyung Kim, Carine Klauberg, Henn Korjus, Subashree Kothandaraman, Florian Kraxner, Leonid Krivobokov, Amit Kumar, Gajendra Kumar, Anna E. Kvashnina, Diana Laarmann, Felix Laurent, Gaia Vaglio Laurin, Rodrigo Vieira Leite, Bas Lerink, Simon L. Lewis, Moses B. Libalah, Weiguo Liu, Jon Lovett, Huicui Lu, Maria de los Angeles Soriano-Luna, Anne Mette Lykke, Emma Jane Mackintosh, Jean-Remy Makana, Andrew R. Marshall, Emanuel H. Martin, Radim Matula, Musingo Mbuvi, Sandra Liliana Medina, Vincent P. Medjibe, Desmond Mensah, Sylvanus Mensah, Thiago Metzker, Stanisław Miścicki, Liudmila Mukhortova, Sharif A. Mukul, Agustinus Murdjoko, Gert-Jan Nabuurs, Anny Estelle N'Guessan, Michael R. Ngugi, Alain Senghor K. Ngute, Thomas Nord-Larsen, Thomas O. Ochuodho, Friday N. Ogana, Luzmila Arroyo Padilla, Nazir A. Pala, Alain Paquette, Pablo L. Peri, Sebastian Pfautsch, Maria Teresa F. Piedade, Daniel Piotto, John James Pipoly III, Nigel C. A. Pitman, John R. Poulsen, Akhilesh Raghubanshi, Dipika Rana, Mirco Rodeghiero, Samir Rolim, Purabi Saikia, Peter Schall, Dmitry Schepaschenko, Jochen Schöngart, Vladimír Šebeň, Giacomo Sellan, Carlos Alberto Silva, Marcos Silveira, Jamuna Singh, Ferry Slik, Jarosław Socha, José Daniel Soto, Alexandre F. Souza, Prashant K. Srivastava, Hans ter Steege, Krzysztof Stereńczak, Somaiah Sundarapandian, Martin Svátek, Jens-Christian Svenning, Xiaolu Tang, Raquel S. Thomas, Antonio Tomao, Liam A. Trethowan, Robert Tropek, Kalidas Upadhyaya, Renato Valencia, Rodolfo Vásquez, Daniel Jose Vega-Nieva, Hans Verbeeck, Helder F. Viana, Alexander Christian Vibrans, Simone A. Vieira, Barbara Vinceti, Jason Vleminckx, Vincent Antoine Vos, Anna S. Vozmishcheva, Foma Vozmitel, Hayden Wagia, Hua-Feng Wang, Eric K. Wasingya, Edward L. Webb, Chemuku Wekesa, Verginia Wortel, Emmanuel Kasongo Yakusu, Zhen Yu, Angelica M. Almeyda Zambrano, Irié Casimir Zo-Bi, and Jingjing Liang
Earth Syst. Sci. Data Discuss., https://doi.org/10.5194/essd-2026-226,https://doi.org/10.5194/essd-2026-226, 2026
Preprint under review for ESSD (discussion: open, 0 comments)
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