Key Publications

Jacob A. Nelson, Oscar Pérez‐Priego, Sha Zhou, Rafael Poyatos, Yao Zhang, Peter D. Blanken, Teresa E. Gimeno, Georg Wohlfahrt, Ankur R. Desai, Beniamino Gioli, Jean‐Marc Limousin, Damien Bonal, Eugénie Paul‐Limoges, Russell L. Scott, Andrej Varlagin, Kathrin Fuchs, Leonardo Montagnani, Sebastian Wolf, Nicolas Delpierre, Daniel Berveiller, Mana Gharun, Luca Belelli Marchesini, Damiano Gianelle, Ladislav Šigut, Ivan Mammarella, Lukas Siebicke, T. Andrew Black, Alexander Knohl, Lukas Hörtnagl, Vincenzo Magliulo, Simon Besnard, Ulrich Weber, Nuno Carvalhais, Mirco Migliavacca, Markus Reichstein, and Martin Jung, "Ecosystem transpiration and evaporation: Insights from three water flux partitioning methods across FLUXNET sites," Global Change Biology 26 (12), 6916-6930 (2020).

Junzhi Liu, Xuanlong Ma, Z. Duan, J. Jiang, Markus Reichstein, and Martin Jung, "Impact of temporal precipitation variability on ecosystem productivity," Wiley Interdisciplinary Reviews Water 7 (6), e1481 (2020).

Gianluca Tramontana, Mirco Migliavacca, Martin Jung, Markus Reichstein, Trevor F. Keenan, Gustau Camps‐Valls, Jerome Ogee, Jochem Verrelst, and Dario Papale, "Partitioning net carbon dioxide fluxes into photosynthesis and respiration using neural networks," Global Change Biology 26 (9), 5235-5253 (2020).

Yunpeng Luo, Tarek S. El-Madany, Xuanlong Ma, Richard K. F. Nair, Martin Jung, Ulrich Weber, Gianluca Filippa, Solveig Franziska Bucher, Gerardo Moreno, Edoardo Cremonese, Arnaud Carrara, Rosario Gonzalez‐Cascon, Yonatan Cáceres Escudero, Marta Galvagno, Javier Pacheco-Labrador, M. Pilar Martín, Oscar Perez‐Priego, Markus Reichstein, Andrew D. Richardson, Annette Menzel, Christine Römermann, and Mirco Migliavacca, "Nutrients and water availability constrain the seasonality of vegetation activity in a Mediterranean ecosystem," Global Change Biology 26 (8), 4379-4400 (2020).

Gregory Duveiller, Federico Filipponi, Sophia Walther, Philipp Köhler, Christian Frankenberg, Luis Guanter, and Alessandro Cescatti, "A spatially downscaled sun-induced fluorescence global product for enhanced monitoring of vegetation productivity," Earth System Science Data 12 (2), 1101-1116 (2020).

René Orth, Georgia Destouni, Martin Jung, and Markus Reichstein, "Large-scale biospheric drought response intensifies linearly with drought duration in arid regions," Biogeosciences 17 (9), 2647-2656 (2020).

Martin Jung, Christopher Schwalm, Mirco Migliavacca, Sophia Walther, Gustau Camps-Valls, Sujan Koirala, Peter Anthoni, Simon Besnard, Paul Bodesheim, Nuno Carvalhais, Frédéric Chevallier, Fabian Gans, Daniel S. Goll, Vanessa Haverd, Philipp Koehler, Kazuhito Ichii, Atul K. Jain, Junzhi Liu, Danica Lombardozzi, Julia E. M. S. Nabel, Jacob A. Nelson, Michael O’Sullivan, Martijn Pallandt, Dario Papale, Wouter Peters, Julia Pongratz, Christian Rödenbeck, Stephen Sitch, Gianluca Tramontana, Anthony Walker, Ulrich Weber, and Markus Reichstein, "Scaling carbon fluxes from eddy covariance sites to globe: synthesis and evaluation of the FLUXCOM approach," Biogeosciences 17 (5), 1343-1365 (2020).

Basil Kraft, Martin Jung, M. Körner, and Markus Reichstein, "Hybrid modeling: Fusion of a deep approach and physics-based model for global hydrological modeling," The International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences XLIII-B2-2020, 1537-1544 (2020).

Miguel D. Mahecha, Fabian Gans, Gunnar Brandt, Rune Christiansen, Sarah E. Cornell, Normann Fomferra, Guido Kraemer, Jonas Peters, Paul Bodesheim, Gustau Camps-Valls, Jonathan F. Donges, Wouter Dorigo, Lina M. Estupinan-Suarez, Victor H. Gutierrez-Velez, Martin Gutwin, Martin Jung, Maria C. Londoño, Diego G. Miralles, Phillip Papastefanou, and Markus Reichstein, "Earth system data cubes unravel global multivariate dynamics," Earth System Dynamics 11 (1), 201-234 (2020).

Basil Kraft, Martin Jung, Marco Körner, Christian Requena Mesa, José Cortés, and Markus Reichstein, "Identifying dynamic memory effects on vegetation state using recurrent neural networks," Frontiers in Big Data 2, 31 (2019).

Paul C. Stoy, Tarek S. El-Madany, Joshua B. Fisher, Pierre Gentine, Tobias Gerken, Stephen P. Good, Anne Klosterhalfen, Shuguang Liu, Diego G. Miralles, Oscar Perez‑Priego, Angela J. Rigden, Todd H. Skaggs, Georg Wohlfahrt, Ray G. Anderson, A. Miriam J. Coenders-Gerrits, Martin Jung, Wouter H. Maes, Ivan Mammarella, Matthias Mauder, Mirco Migliavacca, Jacob A. Nelson, Rafael Poyatos, Markus Reichstein, Russell L. Scott, and Sebastian Wolf, "Reviews and syntheses: Turning the challenges of partitioning ecosystem evaporation and transpiration into opportunities," Biogeosciences 16 (19), 3747-3775 (2019).

Irene E. Teubner, Matthias Forkel, Gustau Camps-Valls, Martin Jung, Diego G. Miralles, Gianluca Tramontana, Robin van der Schalie, Mariette Vreugdenhil, Leander Mösinger, and Wouter A. Dorigo, "A carbon sink-driven approach to estimate gross primary production from microwave satellite observations," Remote Sensing of Environment 229, 100-113 (2019).

Sven Boese, Martin Jung, Nuno Carvalhais, Adriaan J. Teuling, and Markus Reichstein, "Carbon–water flux coupling under progressive drought," Biogeosciences 16 (13), 2557-2572 (2019).

Martin Jung, Sujan Koirala, Ulrich Weber, Kazuhito Ichii, Fabian Gans, Gustau Camps-Valls, Dario Papale, Christopher Schwalm, Gianluca Tramontana, and Markus Reichstein, "The FLUXCOM ensemble of global land-atmosphere energy fluxes," Scientific Data 6, 74 (2019).

Markus Reichstein, Gustau Camps-Valls, Bjorn Stevens, Martin Jung, Joachim Denzler, Nuno Carvalhais, and Prabhat, "Deep learning and process understanding for data-driven Earth system science," Nature 566 (7743), 195-204 (2019).

Simon Besnard, Nuno Carvalhais, M. Altaf Arain, Andrew Black, Benjamin Brede, Nina Buchmann, Jiquan Chen, Jan G. P. W. Clevers, Loïc P. Dutrieux, Fabian Gans, Martin Herold, Martin Jung, Yoshiko Kosugi, Alexander Knohl, Beverly E. Law, Euge´nie Paul-Limoges, Annalea Lohila, Lutz Merbold, Olivier Roupsard, Riccardo Valentini, Sebastian Wolf, Xudong Zhang, and Markus Reichstein, "Memory effects of climate and vegetation affecting net ecosystem CO₂ fluxes in global forests," PLoS One 14 (2), e0211510 (2019).

Sophia Walther, Gregory Duveiller, Martin Jung, Luis Guanter, Alessandro Cescatti, and Gustau Camps-Valls, "Satellite observations of the contrasting response of trees and grasses to variations in water availability," Geophysical Research Letters 46 (3), 1429-1440 (2019).

Susanne Tautenhahn, C. Grün-Wenzel, Martin Jung, S. Higgins, and C. Römermann, "On the relevance of intraspecific trait variability—A synthesis of 56 dry grassland sites across Europe," Flora 254, 161-172 (2019).

Y. Sun, C. Frankenberg, J. D. Wood, D. S. Schimel, Martin Jung, L. Guanter, D. T. Drewry, M. Verma, A. Porcar-Castell, T. J. Griffis, L. Gu, T. S. Magney, P. Köhler, B. Evans, and K. Yuen, "OCO-2 advances photosynthesis observation from space via solar-induced chlorophyll fluorescence," Science 358 (6360), eaam5747 (2017).

Jakob Zscheischler, Miguel D. Mahecha, Valerio Avitabile, Leonardo Calle, Nuno Carvalhais, Philippe Ciais, Fabian Gans, Nicolas Gruber, Jens Hartmann, Martin Herold, Kazuhito Ichii, Martin Jung, Peter Landschützer, Goulven G. Laruelle, Ronny Lauerwald, Dario Papale, Philippe Peylin, Benjamin Poulter, Deepak Ray, Pierre Regnier, Christian Rödenbeck, Rosa M. Roman-Cuesta, Christopher Schwalm, Gianluca Tramontana, Alexandra T. Tyukavina, Ricardo Valentini, Guido van der Werf, Tristram O. West, Julie E. Wolf, and Markus Reichstein, "Reviews and syntheses: An empirical spatiotemporal description of the global surface–atmosphere carbon fluxes: opportunities and data limitations," Biogeosciences 14 (15), 3685-3703 (2017).

Sven Boese, Martin Jung, Nuno Carvalhais, and Markus Reichstein, "The importance of radiation for semiempirical water-use efficiency models," Biogeosciences 14 (12), 3015-3026 (2017).

Sujan Koirala, Martin Jung, Markus Reichstein, Inge E. M. de Graaf, Gustau Camps-Valls, Kazuhito Ichii, Dario Papale, Botond Raduly, Christopher R. Schwalm, Gianluca Tramontana, and Nuno Carvalhais, "Global distribution of groundwater-vegetation spatial covariation," Geophysical Research Letters 44 (9), 4134-4142 (2017).

Martin Jung, Markus Reichstein, Christopher R. Schwalm, Chris Huntingford, Stephen Sitch, Anders Ahlström, Almut Arneth, Gustau Camps-Valls, Philippe Ciais, Pierre Friedlingstein, Fabian Gans, Kazuhito Ichii, Atul K. Jain, Etsushi Kato, Dario Papale, Ben Poulter, Botond Raduly, Christian Rödenbeck, Gianluca Tramontana, Nicolas Viovy, Ying-Ping Wang, Ulrich Weber, Sönke Zaehle, and Ning Zeng, "Compensatory water effects link yearly global land CO₂ sink changes to temperature," Nature 541 (7638), 516-520 (2017).

Iulia Ilie, Peter Dittrich, Nuno Carvalhais, Martin Jung, Andreas Heinemeyer, Mirco Migliavacca, James I. L. Morison, Sebastian Sippel, Jens-Arne Subke, Matthew Wilkinson, and Miguel D. Mahecha, "Reverse engineering model structures for soil and ecosystem respiration: the potential of gene expression programming," Geoscientific Model Development 10 (9), 3519-3545 (2017).

Oscar Perez‑Priego, Tarek S. El-Madany, Mirco Migliavacca, Andrew S. Kowalski, Martin Jung, Arnaud Carrara, Olaf Kolle, M. Pilar Martín, Javier Pacheco-Labrador, Gerardo Moreno, and Markus Reichstein, "Evaluation of eddy covariance latent heat fluxes with independent lysimeter and sapflow estimates in a Mediterranean savannah ecosystem," Agricultural and Forest Meteorology 236, 87-99 (2017).

Christian Requena-Mesa, Markus Reichstein, Miguel D. Mahecha, Basil Kraft, and Joachim Denzler, "Predicting landscapes from environmental conditions using generative networks", in Pattern Recognition, DAGM GCPR 2019, edited by G. A. FInk, S. Frintrop, and X. Jiang (Springer, Cham, 2019), pp. 203-217.