Deep learning and process understanding for data-driven Earth system science
Reichstein, Markus, Camps-Valls, Gustau, Stevens, Bjorn, Jung, Martin, Denzler, Joachim, Carvalhais, Nuno, Prabhat
Published in Nature (London) (01.02.2019)
Published in Nature (London) (01.02.2019)
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Journal Article
Severity of drought and heatwave crop losses tripled over the last five decades in Europe
Brás, Teresa Armada, Seixas, Júlia, Carvalhais, Nuno, Jägermeyr, Jonas
Published in Environmental research letters (01.06.2021)
Published in Environmental research letters (01.06.2021)
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Journal Article
Unexpectedly large impact of forest management and grazing on global vegetation biomass
Erb, Karl-Heinz, Kastner, Thomas, Plutzar, Christoph, Bais, Anna Liza S, Carvalhais, Nuno, Fetzel, Tamara, Gingrich, Simone, Haberl, Helmut, Lauk, Christian, Niedertscheider, Maria, Pongratz, Julia, Thurner, Martin, Luyssaert, Sebastiaan
Published in Nature (London) (04.01.2018)
Published in Nature (London) (04.01.2018)
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Journal Article
Wildfire Danger Prediction and Understanding With Deep Learning
Kondylatos, Spyros, Prapas, Ioannis, Ronco, Michele, Papoutsis, Ioannis, Camps‐Valls, Gustau, Piles, María, Fernández‐Torres, Miguel‐Ángel, Carvalhais, Nuno
Published in Geophysical research letters (16.09.2022)
Published in Geophysical research letters (16.09.2022)
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Journal Article
Carbon stock and density of northern boreal and temperate forests
Thurner, Martin, Beer, Christian, Santoro, Maurizio, Carvalhais, Nuno, Wutzler, Thomas, Schepaschenko, Dmitry, Shvidenko, Anatoly, Kompter, Elisabeth, Ahrens, Bernhard, Levick, Shaun R, Schmullius, Christiane
Published in Global ecology and biogeography (01.03.2014)
Published in Global ecology and biogeography (01.03.2014)
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Journal Article
Implications of the steady-state assumption for the global vegetation carbon turnover
Fan, Naixin, Santoro, Maurizio, Besnard, Simon, Cartus, Oliver, Koirala, Sujan, Carvalhais, Nuno
Published in Environmental research letters (01.10.2023)
Published in Environmental research letters (01.10.2023)
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Journal Article
Global distribution of groundwater‐vegetation spatial covariation
Koirala, Sujan, Jung, Martin, Reichstein, Markus, Graaf, Inge E. M., Camps‐Valls, Gustau, Ichii, Kazuhito, Papale, Dario, Ráduly, Botond, Schwalm, Christopher R., Tramontana, Gianluca, Carvalhais, Nuno
Published in Geophysical research letters (16.05.2017)
Published in Geophysical research letters (16.05.2017)
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Journal Article
Global Convergence in the Temperature Sensitivity of Respiration at Ecosystem Level
Mahecha, Miguel D, Reichstein, Markus, Carvalhais, Nuno, Lasslop, Gitta, Lange, Holger, Seneviratne, Sonia I, Vargas, Rodrigo, Ammann, Christof, Arain, M. Altaf, Cescatti, Alessandro, Janssens, Ivan A, Migliavacca, Mirco, Montagnani, Leonardo, Richardson, Andrew D
Published in Science (American Association for the Advancement of Science) (13.08.2010)
Published in Science (American Association for the Advancement of Science) (13.08.2010)
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Journal Article
Evaluation of climate‐related carbon turnover processes in global vegetation models for boreal and temperate forests
Thurner, Martin, Beer, Christian, Ciais, Philippe, Friend, Andrew D., Ito, Akihiko, Kleidon, Axel, Lomas, Mark R., Quegan, Shaun, Rademacher, Tim T., Schaphoff, Sibyll, Tum, Markus, Wiltshire, Andy, Carvalhais, Nuno
Published in Global change biology (01.08.2017)
Published in Global change biology (01.08.2017)
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Journal Article
Multiple-constraint inversion of SCOPE. Evaluating the potential of GPP and SIF for the retrieval of plant functional traits
Pacheco-Labrador, Javier, Perez-Priego, Oscar, El-Madany, Tarek S., Julitta, Tommaso, Rossini, Micol, Guan, Jinhong, Moreno, Gerardo, Carvalhais, Nuno, Martín, M. Pilar, Gonzalez-Cascon, Rosario, Kolle, Olaf, Reischtein, Markus, van der Tol, Christiaan, Carrara, Arnaud, Martini, David, Hammer, Tiana W., Moossen, Heiko, Migliavacca, Mirco
Published in Remote sensing of environment (01.12.2019)
Published in Remote sensing of environment (01.12.2019)
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Journal Article
Water-stress-induced breakdown of carbon–water relations: indicators from diurnal FLUXNET patterns
Nelson, Jacob A, Carvalhais, Nuno, Migliavacca, Mirco, Reichstein, Markus, Jung, Martin
Published in Biogeosciences (20.04.2018)
Published in Biogeosciences (20.04.2018)
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Journal Article
Understanding Disturbance Regimes From Patterns in Modeled Forest Biomass
Wang, Siyuan, Yang, Hui, Koirala, Sujan, Forkel, Matthias, Reichstein, Markus, Carvalhais, Nuno
Published in Journal of advances in modeling earth systems (01.06.2024)
Published in Journal of advances in modeling earth systems (01.06.2024)
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Journal Article
Forest biomass retrieval approaches from earth observation in different biomes
Rodríguez-Veiga, Pedro, Quegan, Shaun, Carreiras, Joao, Persson, Henrik J., Fransson, Johan E.S., Hoscilo, Agata, Ziółkowski, Dariusz, Stereńczak, Krzysztof, Lohberger, Sandra, Stängel, Matthias, Berninger, Anna, Siegert, Florian, Avitabile, Valerio, Herold, Martin, Mermoz, Stéphane, Bouvet, Alexandre, Le Toan, Thuy, Carvalhais, Nuno, Santoro, Maurizio, Cartus, Oliver, Rauste, Yrjö, Mathieu, Renaud, Asner, Gregory P., Thiel, Christian, Pathe, Carsten, Schmullius, Chris, Seifert, Frank Martin, Tansey, Kevin, Balzter, Heiko
Published in ITC journal (01.05.2019)
Published in ITC journal (01.05.2019)
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Journal Article
Memory effects of climate and vegetation affecting net ecosystem CO2 fluxes in global forests
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
Published in PloS one (06.02.2019)
Published in PloS one (06.02.2019)
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Journal Article
Large‐scale variation in boreal and temperate forest carbon turnover rate related to climate
Thurner, Martin, Beer, Christian, Carvalhais, Nuno, Forkel, Matthias, Santoro, Maurizio, Tum, Markus, Schmullius, Christiane
Published in Geophysical research letters (16.05.2016)
Published in Geophysical research letters (16.05.2016)
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Journal Article
A generalizable normalization for assessing plant functional diversity metrics across scales from remote sensing
Pacheco‐Labrador, Javier, Bello, Francesco, Migliavacca, Mirco, Ma, Xuanlong, Carvalhais, Nuno, Wirth, Christian
Published in Methods in ecology and evolution (01.08.2023)
Published in Methods in ecology and evolution (01.08.2023)
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Journal Article
Toward Robust Parameterizations in Ecosystem‐Level Photosynthesis Models
Bao, Shanning, Alonso, Lazaro, Wang, Siyuan, Gensheimer, Johannes, De, Ranit, Carvalhais, Nuno
Published in Journal of advances in modeling earth systems (01.08.2023)
Published in Journal of advances in modeling earth systems (01.08.2023)
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Journal Article
Quantifying the effect of forest age in annual net forest carbon balance
Besnard, Simon, Carvalhais, Nuno, Arain, M Altaf, Black, Andrew, de Bruin, Sytze, Buchmann, Nina, Cescatti, Alessandro, Chen, Jiquan, Clevers, Jan G P W, Desai, Ankur R, Gough, Christopher M, Havrankova, Katerina, Herold, Martin, Hörtnagl, Lukas, Jung, Martin, Knohl, Alexander, Kruijt, Bart, Krupkova, Lenka, Law, Beverly E, Lindroth, Anders, Noormets, Asko, Roupsard, Olivier, Steinbrecher, Rainer, Varlagin, Andrej, Vincke, Caroline, Reichstein, Markus
Published in Environmental research letters (2018)
Published in Environmental research letters (2018)
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