A perspective on Gaussian processes for Earth observation

por Camps-Valls, Gustau, Sejdinovic, Dino, Runge, Jakob, Reichstein, Markus
Publicado 2019

Identifying Dynamic Memory Effects on Vegetation State Using Recurrent Neural Networks

por Kraft, Basil, Jung, Martin, Körner, Marco, Requena Mesa, Christian, Cortés, José, Reichstein, Markus
Publicado 2019

Characterizing the Response of Vegetation Cover to Water Limitation in Africa Using Geostationary Satellites

por Küçük, Çağlar, Koirala, Sujan, Carvalhais, Nuno, Miralles, Diego G., Reichstein, Markus, Jung, Martin
Publicado 2022

Observation-based assessment of secondary water effects on seasonal vegetation decay across Africa

por Küçük, Çağlar, Koirala, Sujan, Carvalhais, Nuno, Miralles, Diego G., Reichstein, Markus, Jung, Martin
Publicado 2022

Estimation of forest aboveground biomass and uncertainties by integration of field measurements, airborne LiDAR, and SAR and optical satellite data in Mexico

por Urbazaev, Mikhail, Thiel, Christian, Cremer, Felix, Dubayah, Ralph, Migliavacca, Mirco, Reichstein, Markus, Schmullius, Christiane
Publicado 2018

Widespread inhibition of daytime ecosystem respiration

por Keenan, Trevor F., Migliavacca, Mirco, Papale, Dario, Baldocchi, Dennis, Reichstein, Markus, Torn, Margaret, Wutzler, Thomas
Publicado 2019

Soil moisture–atmosphere feedback dominates land carbon uptake variability

por Humphrey, Vincent, Berg, Alexis, Ciais, Philippe, Gentine, Pierre, Jung, Martin, Reichstein, Markus, Seneviratne, Sonia I., Frankenberg, Christian
Publicado 2021

Partitioning net carbon dioxide fluxes into photosynthesis and respiration using neural networks

por Tramontana, Gianluca, Migliavacca, Mirco, Jung, Martin, Reichstein, Markus, Keenan, Trevor F., Camps‐Valls, Gustau, Ogee, Jerome, Verrelst, Jochem, Papale, Dario
Publicado 2020

Widespread increasing vegetation sensitivity to soil moisture

por Li, Wantong, Migliavacca, Mirco, Forkel, Matthias, Denissen, Jasper M. C., Reichstein, Markus, Yang, Hui, Duveiller, Gregory, Weber, Ulrich, Orth, Rene
Publicado 2022

The FLUXCOM ensemble of global land-atmosphere energy fluxes

por Jung, Martin, Koirala, Sujan, Weber, Ulrich, Ichii, Kazuhito, Gans, Fabian, Camps-Valls, Gustau, Papale, Dario, Schwalm, Christopher, Tramontana, Gianluca, Reichstein, Markus
Publicado 2019

Effects of mesophyll conductance on vegetation responses to elevated CO(2) concentrations in a land surface model

por Knauer, Jürgen, Zaehle, Sönke, De Kauwe, Martin G., Bahar, Nur H. A., Evans, John R., Medlyn, Belinda E., Reichstein, Markus, Werner, Christiane
Publicado 2019

Widespread and complex drought effects on vegetation physiology inferred from space

por Li, Wantong, Pacheco-Labrador, Javier, Migliavacca, Mirco, Miralles, Diego, Hoek van Dijke, Anne, Reichstein, Markus, Forkel, Matthias, Zhang, Weijie, Frankenberg, Christian, Panwar, Annu, Zhang, Qian, Weber, Ulrich, Gentine, Pierre, Orth, Rene
Publicado 2023

A unified vegetation index for quantifying the terrestrial biosphere

por Camps-Valls, Gustau, Campos-Taberner, Manuel, Moreno-Martínez, Álvaro, Walther, Sophia, Duveiller, Grégory, Cescatti, Alessandro, Mahecha, Miguel D., Muñoz-Marí, Jordi, García-Haro, Francisco Javier, Guanter, Luis, Jung, Martin, Gamon, John A., Reichstein, Markus, Running, Steven W.
Publicado 2021

Inferring causation from time series in Earth system sciences

por Runge, Jakob, Bathiany, Sebastian, Bollt, Erik, Camps-Valls, Gustau, Coumou, Dim, Deyle, Ethan, Glymour, Clark, Kretschmer, Marlene, Mahecha, Miguel D., Muñoz-Marí, Jordi, van Nes, Egbert H., Peters, Jonas, Quax, Rick, Reichstein, Markus, Scheffer, Marten, Schölkopf, Bernhard, Spirtes, Peter, Sugihara, George, Sun, Jie, Zhang, Kun, Zscheischler, Jakob
Publicado 2019

Memory effects of climate and vegetation affecting net ecosystem CO(2) fluxes in global forests

por Besnard, Simon, Carvalhais, Nuno, Arain, M. Altaf, Black, Andrew, Brede, Benjamin, Buchmann, Nina, Chen, Jiquan, Clevers, Jan G. P. W, Dutrieux, Loïc P., Gans, Fabian, Herold, Martin, Jung, Martin, Kosugi, Yoshiko, Knohl, Alexander, Law, Beverly E., Paul-Limoges, Eugénie, Lohila, Annalea, Merbold, Lutz, Roupsard, Olivier, Valentini, Riccardo, Wolf, Sebastian, Zhang, Xudong, Reichstein, Markus
Publicado 2019

Effects of climate extremes on the terrestrial carbon cycle: concepts, processes and potential future impacts

por Frank, Dorothea, Reichstein, Markus, Bahn, Michael, Thonicke, Kirsten, Frank, David, Mahecha, Miguel D, Smith, Pete, van der Velde, Marijn, Vicca, Sara, Babst, Flurin, Beer, Christian, Buchmann, Nina, Canadell, Josep G, Ciais, Philippe, Cramer, Wolfgang, Ibrom, Andreas, Miglietta, Franco, Poulter, Ben, Rammig, Anja, Seneviratne, Sonia I, Walz, Ariane, Wattenbach, Martin, Zavala, Miguel A, Zscheischler, Jakob
Publicado 2015

Microbial carbon use efficiency promotes global soil carbon storage

por Tao, Feng, Huang, Yuanyuan, Hungate, Bruce A., Manzoni, Stefano, Frey, Serita D., Schmidt, Michael W. I., Reichstein, Markus, Carvalhais, Nuno, Ciais, Philippe, Jiang, Lifen, Lehmann, Johannes, Wang, Ying-Ping, Houlton, Benjamin Z., Ahrens, Bernhard, Mishra, Umakant, Hugelius, Gustaf, Hocking, Toby D., Lu, Xingjie, Shi, Zheng, Viatkin, Kostiantyn, Vargas, Ronald, Yigini, Yusuf, Omuto, Christian, Malik, Ashish A., Peralta, Guillermo, Cuevas-Corona, Rosa, Di Paolo, Luciano E., Luotto, Isabel, Liao, Cuijuan, Liang, Yi-Shuang, Saynes, Vinisa S., Huang, Xiaomeng, Luo, Yiqi
Publicado 2023

Potential and limitations of inferring ecosystem photosynthetic capacity from leaf functional traits

por Musavi, Talie, Migliavacca, Mirco, van de Weg, Martine Janet, Kattge, Jens, Wohlfahrt, Georg, van Bodegom, Peter M., Reichstein, Markus, Bahn, Michael, Carrara, Arnaud, Domingues, Tomas F., Gavazzi, Michael, Gianelle, Damiano, Gimeno, Cristina, Granier, André, Gruening, Carsten, Havránková, Kateřina, Herbst, Mathias, Hrynkiw, Charmaine, Kalhori, Aram, Kaminski, Thomas, Klumpp, Katja, Kolari, Pasi, Longdoz, Bernard, Minerbi, Stefano, Montagnani, Leonardo, Moors, Eddy, Oechel, Walter C., Reich, Peter B., Rohatyn, Shani, Rossi, Alessandra, Rotenberg, Eyal, Varlagin, Andrej, Wilkinson, Matthew, Wirth, Christian, Mahecha, Miguel D.
Publicado 2016

Climatic and soil factors explain the two-dimensional spectrum of global plant trait variation

por Joswig, Julia S., Wirth, Christian, Schuman, Meredith C., Kattge, Jens, Reu, Björn, Wright, Ian J., Sippel, Sebastian D., Rüger, Nadja, Richter, Ronny, Schaepman, Michael E., van Bodegom, Peter M., Cornelissen, J. H. C., Díaz, Sandra, Hattingh, Wesley N., Kramer, Koen, Lens, Frederic, Niinemets, Ülo, Reich, Peter B., Reichstein, Markus, Römermann, Christine, Schrodt, Franziska, Anand, Madhur, Bahn, Michael, Byun, Chaeho, Campetella, Giandiego, Cerabolini, Bruno E. L., Craine, Joseph M., Gonzalez-Melo, Andres, Gutiérrez, Alvaro G., He, Tianhua, Higuchi, Pedro, Jactel, Hervé, Kraft, Nathan J. B., Minden, Vanessa, Onipchenko, Vladimir, Peñuelas, Josep, Pillar, Valério D., Sosinski, Ênio, Soudzilovskaia, Nadejda A., Weiher, Evan, Mahecha, Miguel D.
Publicado 2021

Leaf-level coordination principles propagate to the ecosystem scale

por Gomarasca, Ulisse, Migliavacca, Mirco, Kattge, Jens, Nelson, Jacob A., Niinemets, Ülo, Wirth, Christian, Cescatti, Alessandro, Bahn, Michael, Nair, Richard, Acosta, Alicia T. R., Arain, M. Altaf, Beloiu, Mirela, Black, T. Andrew, Bruun, Hans Henrik, Bucher, Solveig Franziska, Buchmann, Nina, Byun, Chaeho, Carrara, Arnaud, Conte, Adriano, da Silva, Ana C., Duveiller, Gregory, Fares, Silvano, Ibrom, Andreas, Knohl, Alexander, Komac, Benjamin, Limousin, Jean-Marc, Lusk, Christopher H., Mahecha, Miguel D., Martini, David, Minden, Vanessa, Montagnani, Leonardo, Mori, Akira S., Onoda, Yusuke, Peñuelas, Josep, Perez-Priego, Oscar, Poschlod, Peter, Powell, Thomas L., Reich, Peter B., Šigut, Ladislav, van Bodegom, Peter M., Walther, Sophia, Wohlfahrt, Georg, Wright, Ian J., Reichstein, Markus
Publicado 2023