Publications of Martin Jung

Kraft, B.; Jung, M.; Körner, M.; Koirala, S.; Reichstein, M.: Towards hybrid modeling of the global hydrological cycle. Hydrology and Earth System Sciences 26 (6), pp. 1579 - 1614 (2022)

Küçük, Ç.; Koirala, S.; Carvalhais, N.; Miralles, D.; Reichstein, M.; Jung, M.: Characterizing the response of vegetation cover to water limitation in Africa using geostationary satellites. Journal of Advances in Modeling Earth Systems 14 (3), e2021MS002730 (2022)

Trautmann, T.; Koirala, S.; Carvalhais, N.; Güntner, A.; Jung, M.: The importance of vegetation in understanding terrestrial water storage variations. Hydrology and Earth System Sciences 26 (4), pp. 1089 - 1109 (2022)

Migliavacca, M.; Musavi, T.; Mahecha, M. D.; Nelson, J. A.; Knauer, J.; Baldocchi, D. D.; Perez-Priego, O.; Christiansen, R.; Peters, J.; Anderson, K. et al.; Bahn, M.; Black, T. A.; Blanken, P. D.; Bonal, D.; Buchmann, N.; Caldararu, S.; Carrara, A.; Carvalhais, N.; Cescatti, A.; Chen, J.; Cleverly, J.; Cremonese, E.; Desai, A. R.; El-Madany, T. S.; Farella, M. M.; Fernández-Martínez, M.; Filippa, G.; Forkel, M.; Galvagno, M.; Gomarasca, U.; Gough, C. M.; Göckede, M.; Ibrom, A.; Ikawa, H.; Janssens, I. A.; Jung, M.; Kattge, J.; Keenan, T. F.; Knohl, A.; Kobayashi, H.; Kraemer, G.; Law, B. E.; Liddell, M. J.; Ma, X.; Mammarella, I.; Martini, D.; Macfarlane, C.; Matteucci, G.; Montagnani, L.; Pabon-Moreno, D. E.; Panigada, C.; Papale, D.; Pendall, E.; Penuelas, J.; Phillips, R. P.; Reich, P. B.; Rossini, M.; Rotenberg, E.; Scott, R. L.; Stahl, C.; Weber, U.; Wohlfahrt, G.; Wolf, S.; Wright, I. J.; Yakir, D.; Zaehle, S.; Reichstein, M.: The three major axes of terrestrial ecosystem function. Nature 598, pp. 468 - 472 (2021)

Humphrey, V.; Berg, A.; Ciais, P.; Gentine, P.; Jung, M.; Reichstein, M.; Seneviratne, S. I. .; Frankenberg, C.: Soil moisture–atmosphere feedback dominates land carbon uptake variability. Nature 592, pp. 65 - 69 (2021)

Camps-Valls, G.; Campos-Taberner, M.; Moreno-Martínez, Á.; Walther, S.; Duveiller, G.; Cescatti, A.; Mahecha, M. D.; Muñoz-Marí, J.; García-Haro, F. J.; Guanter, L. et al.; Jung, M.; Gamon, J. A.; Reichstein, M.; Running, S. W.: A unified vegetation index for quantifying the terrestrial biosphere. Science Advances 7 (9), eabc7447 (2021)

Nelson, J. A.; Pérez‐Priego, O.; Zhou, S.; Poyatos, R.; Zhang, Y.; Blanken, P. D.; Gimeno, T. E.; Wohlfahrt, G.; Desai, A. R.; Gioli, B. et al.; Limousin, J.; Bonal, D.; Paul‐Limoges, E.; Scott, R. L.; Varlagin, A.; Fuchs, K.; Montagnani, L.; Wolf, S.; Delpierre, N.; Berveiller, D.; Gharun, M.; Marchesini, L. B.; Gianelle, D.; Šigut, L.; Mammarella, I.; Siebicke, L.; Black, T. A.; Knohl, A.; Hörtnagl, L.; Magliulo, V.; Besnard, S.; Weber, U.; Carvalhais, N.; Migliavacca, M.; Reichstein, M.; Jung, M.: Ecosystem transpiration and evaporation: Insights from three water flux partitioning methods across FLUXNET sites. Global Change Biology 26 (12), pp. 6916 - 6930 (2020)

Liu, J.; Ma, X.; Duan, Z.; Jiang, J.; Reichstein, M.; Jung, M.: Impact of temporal precipitation variability on ecosystem productivity. Wiley Interdisciplinary Reviews Water 7 (6), e1481 (2020)

Tramontana, G.; Migliavacca, M.; Jung, M.; Reichstein, M.; Keenan, T. F.; Camps‐Valls, G.; Ogee, J.; Verrelst, J.; Papale, D.: Partitioning net carbon dioxide fluxes into photosynthesis and respiration using neural networks. Global Change Biology 26 (9), pp. 5235 - 5253 (2020)

Luo, Y.; El-Madany, T. S.; Ma, X.; Nair, R. K. F.; Jung, M.; Weber, U.; Filippa, G.; Bucher, S. F.; Moreno, G.; Cremonese, E. et al.; Carrara, A.; Gonzalez‐Cascon, R.; Escudero, Y. C.; Galvagno, M.; Pacheco-Labrador, J.; Martín, M. P.; Perez‐Priego, O.; Reichstein, M.; Richardson, A. D.; Menzel, A.; Römermann, C.; Migliavacca, M.: Nutrients and water availability constrain the seasonality of vegetation activity in a Mediterranean ecosystem. Global Change Biology 26 (8), pp. 4379 - 4400 (2020)

Orth, R.; Destouni, G.; Jung, M.; Reichstein, M.: Large-scale biospheric drought response intensifies linearly with drought duration in arid regions. Biogeosciences 17 (9), pp. 2647 - 2656 (2020)

Jung, M.; Schwalm, C.; Migliavacca, M.; Walther, S.; Camps-Valls, G.; Koirala, S.; Anthoni, P.; Besnard, S.; Bodesheim, P.; Carvalhais, N. et al.; Chevallier, F.; Gans, F.; Goll, D. S.; Haverd, V.; Koehler, P.; Ichii, K.; Jain, A. K.; Liu, J.; Lombardozzi, D.; Nabel, J. E. M. S.; Nelson, J. A.; O’Sullivan, M.; Pallandt, M.; Papale, D.; Peters, W.; Pongratz, J.; Rödenbeck, C.; Sitch, S.; Tramontana, G.; Walker, A.; Weber, U.; Reichstein, M.: Scaling carbon fluxes from eddy covariance sites to globe: synthesis and evaluation of the FLUXCOM approach. Biogeosciences 17 (5), pp. 1343 - 1365 (2020)

Kraft, B.; Jung, M.; Körner, M.; Reichstein, M.: 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, pp. 1537 - 1544 (2020)

Mahecha, M. D.; Gans, F.; Brandt, G.; Christiansen, R.; Cornell, S. E.; Fomferra, N.; Kraemer, G.; Peters, J.; Bodesheim, P.; Camps-Valls, G. et al.; Donges, J. F.; Dorigo, W.; Estupinan-Suarez, L. M.; Gutierrez-Velez, V. H.; Gutwin, M.; Jung, M.; Londoño, M. C.; Miralles, D. G.; Papastefanou, P.; Reichstein, M.: Earth system data cubes unravel global multivariate dynamics. Earth System Dynamics 11 (1), pp. 201 - 234 (2020)

Kraft, B.; Jung, M.; Körner, M.; Requena Mesa, C.; Cortés, J.; Reichstein, M.: Identifying dynamic memory effects on vegetation state using recurrent neural networks. Frontiers in Big Data 2, 31 (2019)

Stoy, P. C.; El-Madany, T. S.; Fisher, J. B.; Gentine, P.; Gerken, T.; Good, S. P.; Klosterhalfen, A.; Liu, S.; Miralles, D. G.; Perez‑Priego, O. et al.; Rigden, A. J.; Skaggs, T. H.; Wohlfahrt, G.; Anderson, R. G.; Coenders-Gerrits, A. M. J.; Jung, M.; Maes, W. H.; Mammarella, I.; Mauder, M.; Migliavacca, M.; Nelson, J. A.; Poyatos, R.; Reichstein, M.; Scott, R. L.; Wolf, S.: Reviews and syntheses: Turning the challenges of partitioning ecosystem evaporation and transpiration into opportunities. Biogeosciences 16 (19), pp. 3747 - 3775 (2019)

Teubner, I. E.; Forkel, M.; Camps-Valls, G.; Jung, M.; Miralles, D. G.; Tramontana, G.; van der Schalie, R.; Vreugdenhil, M.; Mösinger, L.; Dorigo, W. A.: A carbon sink-driven approach to estimate gross primary production from microwave satellite observations. Remote Sensing of Environment 229, pp. 100 - 113 (2019)

Boese, S.; Jung, M.; Carvalhais, N.; Teuling, A. J.; Reichstein, M.: Carbon–water flux coupling under progressive drought. Biogeosciences 16 (13), pp. 2557 - 2572 (2019)

Jung, M.; Koirala, S.; Weber, U.; Ichii, K.; Gans, F.; Camps-Valls, G.; Papale, D.; Schwalm, C.; Tramontana, G.; Reichstein, M.: The FLUXCOM ensemble of global land-atmosphere energy fluxes. Scientific Data 6, 74 (2019)

Reichstein, M.; Camps-Valls, G.; Stevens, B.; Jung, M.; Denzler, J.; Carvalhais, N.; Prabhat: Deep learning and process understanding for data-driven Earth system science. Nature 566 (7743), pp. 195 - 204 (2019)