DeepExtremes: Explainable Earth Surface Forecasting Under Extreme Climate Conditions

Autor: Karin Mora, Gunnar Brandt, Vitus Benson, Carsten Brockmann, Gustau Camps-Valls, Miguel-Ángel Fernández-Torres, Tonio Fincke, Norman Fomferra, Fabian Gans, Maria Gonzalez, Chaonan Ji, Guido Kraemer, Eva Sevillano Marco, David Montero, Markus Reichstein, Christian Requena-Mesa, Oscar José Pellicer Valero, Mélanie Weynants, Sebastian Wieneke, Miguel D. Mahecha

Compound heat waves and drought events draw our particular attention as they become more frequent. Co-occurring extreme events often exacerbate impacts on ecosystems and can induce a cascade of detrimental consequences. However, the research to under

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::2028343f9ec20aac0b300e5e79350bf7
https://doi.org/10.5194/egusphere-egu23-12657

Modeling vegetation response to climate in Africa at fine resolution: EarthNet2023, a deep learning dataset and challenge

Autor: Claire Robin, Christian Requena-Mesa, Vitus Benson, Lazaro Alonso, Jeran Poehls, Nuno Carvalhais, Markus Reichstein

Droughts are a major disaster in Africa, threatening livelihoods through their influence on crop yields but also by impacting and weakening ecosystems. Modeling the vegetation state can help anticipate and reduce the impact of droughts by predicting

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https://doi.org/10.5194/egusphere-egu23-9123

Spatio‐temporal Autoencoders in Weather and Climate Research

Autor: Christian Reimers, Xavier-Andoni Tibau, Jakob Runge, Christian Requena-Mesa

Publikováno v: Deep learning for the Earth Sciences

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https://doi.org/10.1002/9781119646181.ch13

EarthNet2021: A large-scale dataset and challenge for Earth surface forecasting as a guided video prediction task

Autor: Jakob Runge, Vitus Benson, Markus Reichstein, Joachim Denzler, Christian Requena-Mesa

Publikováno v: CVPR Workshops

Satellite images are snapshots of the Earth surface. We propose to forecast them. We frame Earth surface forecasting as the task of predicting satellite imagery conditioned on future weather. EarthNet2021 is a large dataset suitable for training deep

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https://doi.org/10.1109/cvprw53098.2021.00124

Global COVID-19 lockdown highlights humans as both threats and custodians of the environment

Autor: Francesca Cagnacci, Anastasios Bounas, Víctor Vázquez, Volen Arkumarev, Margarita Roa, Christopher J. Henderson, Neil Hammerschlag, Marc J. S. Hensel, Ian MacGregor-Fors, Catherine Hobaiter, Elijah Panipakoochoo, Gonzalo Mucientes, Million Tesfaye, Camilo E. Sánchez-Sarria, Dallas D'Silva, Grant Garner, Cloé Pourchier, Erin E. Posthumus, Zuania Colón-Piñeiro, Theresa M. Crimmins, Charlie Huveneers, Victor China, William D. Halliday, Avi Bar-Massada, Breyl X. K. Ng, Jennifer D. Reilly, Brendan J. Godley, Thibaud Gruber, Natalia Ocampo-Peñuela, Mitchell J. Rider, Lori Anne Barnett, Vladimir Dobrev, Nicholas D. Higgs, Christopher J. Patrick, Angélica Hernández-Palma, Kenneth B.H. Er, Rebecca A. Hutchinson, Harel Baz, Pia Anderwald, Marc Shellard, Camilo M. Botero, Sang Don Lee, Megan E. Hanna, Christopher D. Stallings, Yehezkel Buba, Pamela Carzon, Aroha Miller, David R. Barclay, Steffen Oppel, Juan Sebastian Ulloa, Víctor M. Eguíluz, Justin R. Perrault, Thomas A. Schlacher, Lisandro Benedetti-Cecchi, Victoria Saravia-Mullin, Nuno Queiroz, Fabio Bulleri, Zehava Sigal, Robert J. Orth, Jonas Hentati-Sundberg, Tomas J. Bird, Ron Chen, Jarod Lyon, Mengistu Wondafrash, Laurent Chauvaud, Gabriel Barros Gonçalves de Souza, Sarah J. L. Severino, Clive R. McMahon, Christian Requena-Mesa, Eulogio H. Soto, Amir Ayali, Jesse S. Lewis, Mark J. Costello, Miguel A. Furtado, Jessica P. Diaz-Orozco, Eleanor A. Weideman, Kyle Maclean, Frédéric LeTourneux, Lorenzo Sileci, Clementine Seguine, Sarah Abarro, Mackenzie B. Woods, David March, Qiang Yang, Katja Baerenfaller, Catherine M. Foley, Sharon Davidzon, David W. Sims, Ku'ulei S. Rodgers, Cheryl A. Frederick, Andrew G. Jeffs, Ohad Hatzofe, Yigael Ben Ari, Shmulik Yedvab, Cyril Piou, Gregory D. LeClair, Juan C. Franco Morales, Matthew G. Henderson, Cristian A. Cruz-Rodríguez, Ron Efrat, Tabi Karkom, Thomas A. Okey, Tudor Racoviceanu, Enrico Lunghi, Alazar Ruffo, Mohlamatsane M. Mokhatla, Ofer Yaakov, Stephanie M. Martin, Dobromir Dobrev, Matthew K. Pine, Dinusha R.M. Jayathilake, Antonia T. Cooper, Andrea Corradini, Eva Cacabelos, Yunior R. Velázquez, Amber Dearden, Iacopo Bertocci, Tal Gavriel, Sarah E. Hirsch, Elzbieta Kret, Meaghan E. Faletti, Matthew W. H. Chatfield, Lucy C. Woodall, Mary E. Clinton, Gal Badihi, Ilia Baskin, Carina Terry, Christopher G. Lowe, Joseph S. Curtis, Brandy S. Biggar, Nicole Esteban, Ellen G. Denny, Margot L. Hessing-Lewis, David Elustondo, Jeffrey Haight, Donna Gibbs, Robert L. Thomson, Maxim Larrivée, Matthew D. Adams, Camrin D. Braun, Mark G. Meekan, Brendan Connors, Avi Berkovitch, Jessica Schultz, Sigal Balshine, Lauren McWhinnie, Hanspeter Loetscher, Vicent Calatayud, Simon R. Thorrold, Christian Rutz, Nataliya A. Milchakova, Martin K.S. Smith, Stephanie K. Archer, Richard K. Dewey, Raoul Manenti, Kristina Boerder, Alon Penn, Ogen Licht, Susana Rodríguez-Buriticá, Zhu Liu, Rotem Sade, Michael B. Schrimpf, Nicola Koper, Rick D. Stuart-Smith, Austin J. Gallagher, Clayton T. Lamb, Reilly Rodriguez, Luca Pedrotti, Arjun Amar, Amanda E. Bates, Solomon Mengistu, Thierry Grandmont, Guojun He, Oliver N. Shipley, Sara N. Schaffer, Jorge P. Rodríguez, Cecilia Martin, Robin Hale, Simon A. Morley, Eyal Miller, Catherine Alexandra Gagnon, Sarah E. Dudas, Hyomin Park, Sally Hofmeyr, Paulson G. Des Brisay, Matthias-Claudio Loretto, Assaf Zvuloni, Elena Maggi, Jasmine A. Ballantyne, Susan J. Cunningham, Malcolm C.K. Soh, Elizabeth M. P. Madin, Sonja Wipf, David S. Hik, Stoyan C. Nikolov, Cameron J. Baker, Ben L. Gilby, Felipe A. Estela, Chiara Ravaglioli, Christophe Guinet, Alyssa Rosemartin, Lauren Dares, Gilles Gauthier, Michelle García-Arroyo, Luca Rindi, Oded Berger-Tal, Brendan D. Shea, Lucy Zipf, Michael S. Diamond, Shengjie Lai, Giann K. Aguirre-Samboní, Jennifer M. Jackson, Peter G. Ryan, Emily J. Southall, Kyle D. Kittelberger, Fabio C. De Leo, Jonathan Belmaker, Olof Olsson, Steven J. Cooke, Yuhang Pan, Rylan J. Command, Vincent Z. Kuuire, Kevin Wong, Reut Vardi, Xiangliang Zhang, Cristian Mihai Adamescu, Craig A. Radford, Enrique Arbeláez-Cortés, Andrew Graham, Joël Bêty, Charles Palmer, Yuval Zukerman, Miyako H. Warrington, Michael J. Schram, Amit Dolev, Orlando Acevedo-Charry, Claudio A. Quesada-Rodriguez, Kara R. Wall, Nikita Sergeenko, Celene B. Milanes, Jaein Choi, Paula Moraga, Jeff Switzer, Yenifer Herrera-Varón, Jonathan D. Midwood, Manor Gury, Amanda Weltman, Emiliano Mori, Thomas M. Clarke, Mai Lazarus, Jeffrey R. Parmelee, Petra Sumasgutner, Patrick T. Rex, Ziv Birman, Rodrigo Solis, Jennifer Chapman, Alejandro Bernal-Ibáñez, Vinay Udyawer, Itai Namir, David Ocampo, Justin A. Del Bel Belluz, Egide Kalisa, Reny P. Devassy, Pierre Legagneux, Jorge Ramírez-González, Jessleena Suri, Shelby R. Hoover, Michelle E. Taylor, Carlos M. Duarte, Ana F. L. Sobral, Graham J. Edgar, Francesc Peters, Philina A. English, Francis Juanes, Lisa C. Lacko, Marta Coll, Gentile Francesco Ficetola, Nicolas Moity, Emily Weigel, Nathan R. Geraldi, Jill L. Brooks, Philippe Archambault, Nicholas A. W. Brown, Julia Wakeling, Tanya Otero, Matt Rothendler, Shira Salingré, Laura Borden, Richard B. Primack, Veronica Nanni, Miqkayla Stofberg, Guy Lavian, Jacob W. Brownscombe, Samuel Bakari, Jonathan A. Peake, Andrew D. Olds, Paris V. Stefanoudis, Patricia S. Albano, Alexandre Alonso-Fernández, Seth G. Cherry, Juan Fernández-Gracia, Çağan H. Şekercioğlu, Shahar Malamud, Eric Clua, Jeannette Bedard, Dugald Thomson, Josip Kusak, Uri Roll, Louise Wilson, Craig E. Franklin, Roanna Y. T. Pang, Jose Manuel Ochoa-Quintero, Lina María Sánchez-Clavijo, Julien Bonnel, Sorin Cheval, Christine M. Boston, Mark A. Hindell, R. L. Marsh, Ruthy Yahel, Samuel Wiesmann, Frédéric Dulude de-Broin, Adrian H.B. Loo, Ross G. Dwyer, Takahiro Shimada, M. Ortega, Laura P. Kroesen, Ignacio Gestoso, Bibiana Gómez-Valencia, Valeria Vergara, Takanao Tanaka, Fiona Francis, Benjamin P. Y.-H. Lee, Delphine Mathias, Steven Mihaly, Kathleen L. Prudic, Alessia Scuderi, Dana Haggarty, Kent P. McFarland, Katharine L. Gerst, Paul B. Day, Vikram Aditya, Graeme C. Hays, Cerren Richards, Jeffrey A. Seminoff, Robert Harcourt, Matthew P. Stefanak

Publikováno v: Digital.CSIC: Repositorio Institucional del CSIC
Consejo Superior de Investigaciones Científicas (CSIC)
Biological Conservation
Biological Conservation (0006-3207) (Elsevier Sci Ltd), 2021-11, Vol. 263, P. 109175 (18p.)
REDICUC-Repositorio CUC
Corporación Universidad de la Costa
instacron:Corporación Universidad de la Costa
Digital.CSIC. Repositorio Institucional del CSIC
instname
Biological Conservation, Elsevier, 2021, 263, pp.109175. ⟨10.1016/j.biocon.2021.109175⟩
Biological conservation (2021). doi:10.1016/j.biocon.2021.109175
info:cnr-pdr/source/autori:Bates AE, Primack RB, PAN-Environment Working Group, Mori E, Duarte CM/titolo:Global COVID-19 lockdown highlights humans as both threats and custodians of the environment/doi:10.1016%2Fj.biocon.2021.109175/rivista:Biological conservation/anno:2021/pagina_da:/pagina_a:/intervallo_pagine:/volume

18 pages, 5 figures, supplementary data https://doi.org/10.1016/j.biocon.2021.109175.-- The data supporting the findings of this study are available in the Supplementary Materials (Appendix 3–5, Table A3-A5). Raw datasets (where available) and resu

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