Martin Jung

According to our database, Martin Jung authored at least 13 papers between 2013 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

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

Çaglar Küçük, Sujan Koirala, Nuno Carvalhais, Diego G. Miralles, Markus Reichstein, Martin Jung

Frontiers Big Data, 2022

2019

Deep learning and process understanding for data-driven Earth system science.

Markus Reichstein, Gustau Camps-Valls, Bjorn Stevens, Martin Jung, Joachim Denzler, Nuno Carvalhais, Prabhat

Nat., 2019

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

Basil Kraft, Martin Jung, Marco Körner, Christian Requena-Mesa, José Cortés, Markus Reichstein

Frontiers Big Data, 2019

2018

Estimation of Terrestrial Global Gross Primary Production (GPP) with Satellite Data-Driven Models and Eddy Covariance Flux Data.

Joanna Joiner, Yasuko Yoshida, Yao Zhang, Grégory Duveiller, Martin Jung, Alexei I. Lyapustin, Yujie Wang, Compton J. Tucker

Remote. Sens., 2018

The FLUXCOM ensemble of global land-atmosphere energy fluxes.

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

CoRR, 2018

Assessing the relationship between microwave vegetation optical depth and gross primary production.

Irene E. Teubner, Matthias Forkel, Martin Jung, Yi Y. Liu, Diego G. Miralles, Robert M. Parinussa, Robin van der Schalie, Mariette Vreugdenhil, Christopher R. Schwalm, Gianluca Tramontana, Gustau Camps-Valls, Wouter A. Dorigo

Int. J. Appl. Earth Obs. Geoinformation, 2018

Modelling Landsurface Time-Series with Recurrent Neural Nets.

Markus Reichstein, Simon Besnard, Nuno Carvalhais, Fabian Gans, Martin Jung, Basil Kraft, Miguel D. Mahecha

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

SMOS Vegetation Optical Depth and Ecosystem Functional Properties: Exploring Their Relationships in Tropical Forests.

Gaia Vaglio Laurin, Cristina Vittucci, Gianluca Tramontana, Paul Bodesheim, Paolo Ferrazzoli, Leila Guerriero, Martin Jung, Miguel D. Mahecha, Dario Papale

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

Compensatory water effects link yearly global land CO₂ sink changes to temperature.

Martin Jung, Markus Reichstein, Christopher R. Schwalm, Christopher 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, Ning Zeng

Nat., 2017

2015

Ranking drivers of global carbon and energy fluxes over land.

Gustau Camps-Valls, Martin Jung, Kazuhito Ichii, Dario Papale, Gianluca Tramontana, Paul Bodesheim, Christopher R. Schwalm, Jakob Zscheischler, Miguel D. Mahecha, Markus Reichstein

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014

1982-2010 Trends of Light Use Efficiency and Inherent Water Use Efficiency in African vegetation: Sensitivity to Climate and Atmospheric CO₂ Concentrations.

Abdoul Khadre Traore, Philippe Ciais, Nicolas Vuichard, Natasha MacBean, Cécile Dardel, Benjamin Poulter, Shilong Piao, Joshua B. Fisher, Nicolas Viovy, Martin Jung, Ranga B. Myneni

Remote. Sens., 2014

2013

A Guided Hybrid Genetic Algorithm for Feature Selection with Expensive Cost Functions.

Martin Jung, Jakob Zscheischler

Proceedings of the International Conference on Computational Science, 2013

Estimating Basal Area of Spruce and Fir in Post-Fire Residual Stands in Central Siberia Using Quickbird, Feature Selection, and Random Forests.

Martin Jung, Susanne Tautenhahn, Christian Wirth, Jens Kattge

Proceedings of the International Conference on Computational Science, 2013