Search Results - "Requena-Mesa, Christian"

Multi-Modal Learning for Geospatial Vegetation Forecasting

Benson, Vitus, Robin, Claire, Requena-Mesa, Christian, Alonso, Lazaro, Carvalhais, Nuno, Cortes, Jose, Gao, Zhihan, Linscheid, Nora, Weynants, Melanie, Reichstein, Markus

2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Multi-modal learning for geospatial vegetation forecasting

Benson, Vitus, Robin, Claire, Requena-Mesa, Christian, Alonso, Lazaro, Carvalhais, Nuno, Cortés, José, Gao, Zhihan, Linscheid, Nora, Weynants, Mélanie, Reichstein, Markus

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

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

2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

Learning to forecast vegetation greenness at fine resolution over Africa with ConvLSTMs

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

Generating Physically-Consistent Satellite Imagery for Climate Visualizations

Lütjens, Björn, Leshchinskiy, Brandon, Boulais, Océane, Chishtie, Farrukh, Díaz-Rodríguez, Natalia, Masson-Forsythe, Margaux, Mata-Payerro, Ana, Requena-Mesa, Christian, Sankaranarayanan, Aruna, Piña, Aaron, Gal, Yarin, Raïssi, Chedy, Lavin, Alexander, Newman, Dava

EarthNet2021: A novel large-scale dataset and challenge for forecasting localized climate impacts

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

Physics-informed GANs for Coastal Flood Visualization

Lütjens, Björn, Leshchinskiy, Brandon, Requena-Mesa, Christian, Chishtie, Farrukh, Díaz-Rodriguez, Natalia, Boulais, Océane, Piña, Aaron, Newman, Dava, Lavin, Alexander, Gal, Yarin, Raïssi, Chedy

Predicting Landscapes from Environmental Conditions Using Generative Networks

Requena-Mesa, Christian, Reichstein, Markus, Mahecha, Miguel, Kraft, Basil, Denzler, Joachim

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

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

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Chapter 13 - Deep Learning – an Opportunity and a Challenge for Geo- and Astrophysics

Reimers, Christian, Requena-Mesa, Christian

List of Contributors

Al-Ubaidi, Tarek, Andronov, Ivan L., Andruk, Vitaly, Babyk, Iurii, Bednár, Peter, Brahem, Mariem, Butka, Peter, Dagdia, Zaineb Chelly, de Souza, Rafael S., Dobrycheva, Daria, El Bouchefry, Khadija, Elyiv, Andrii, Filchev, Lachezar, Frye, Stuart, Hristov, Atanas, Ivančáková, Juliana, Jevremović, Darko, Kablak, Nataliya, Kern, Roman, Khlamov, Sergii, Khodachenko, Maxim, Kolev, Vasil, Kounchev, Ognyan, Krebs, Sarah, Kunkel, Julian, Mahabal, Ashish, Melnyk, Olga, Minin, Mikhail, Mirchev, Miroslav, Muller, Christian, Neumann, Philipp, Nina, Aleksandra, Pakuliak, Ludmila, Pashova, Lyubka, Reimers, Christian, Requena-Mesa, Christian, Rossi, Angelo Pio, Sabol, Vedran, Sapundjiev, D., Savanevych, Vadym, Savchuk, Stepan, Scherf, Manuel, Schoen-Phelan, Bianca, Simeonov, Georgi, Srebrov, Bozhidar, Stankov, S., Vasylenko, Maksym, Vavilova, Irina, Verhulst, T., Vujčić, Veljko, Yankiv-Vitkovska, Liubov, Yeh, Laurent, Zeitouni, Karine

Identifying Dynamic Memory Effects on Vegetation State Using Recurrent Neural Networks.

Kraft B; Department of Biogeochemical Integration, Max Planck Institute for Biogeochemistry, Jena, Germany.; Department of Aerospace and Geodesy, Technical University of Munich, Munich, Germany., Jung M; Department of Biogeochemical Integration, Max Planck Institute for Biogeochemistry, Jena, Germany., Körner M; Department of Aerospace and Geodesy, Technical University of Munich, Munich, Germany., Requena Mesa C; Department of Biogeochemical Integration, Max Planck Institute for Biogeochemistry, Jena, Germany.; German Aerospace Center (DLR), Institute of Data Science, Jena, Germany.; Department of Computer Science, Friedrich Schiller University, Jena, Germany., Cortés J; Department of Biogeochemical Integration, Max Planck Institute for Biogeochemistry, Jena, Germany.; Department of Geography, Friedrich Schiller University, Jena, Germany., Reichstein M; Department of Biogeochemical Integration, Max Planck Institute for Biogeochemistry, Jena, Germany.

Journal Article , 2019