Publications of Martin Jung
All genres
Journal Article (113)
Journal Article
26 (9), pp. 5235 - 5253 (2020)
Partitioning net carbon dioxide fluxes into photosynthesis and respiration using neural networks. Global Change Biology
Journal Article
26 (8), pp. 4379 - 4400 (2020)
Nutrients and water availability constrain the seasonality of vegetation activity in a Mediterranean ecosystem. Global Change Biology
Journal Article
17 (9), pp. 2647 - 2656 (2020)
Large-scale biospheric drought response intensifies linearly with drought duration in arid regions. Biogeosciences
Journal Article
17 (5), pp. 1343 - 1365 (2020)
Scaling carbon fluxes from eddy covariance sites to globe: synthesis and evaluation of the FLUXCOM approach. Biogeosciences
Journal Article
XLIII-B2-2020, pp. 1537 - 1544 (2020)
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
Journal Article
11 (1), pp. 201 - 234 (2020)
Earth system data cubes unravel global multivariate dynamics. Earth System Dynamics
Journal Article
2, 31 (2019)
Identifying dynamic memory effects on vegetation state using recurrent neural networks. Frontiers in Big Data
Journal Article
16 (19), pp. 3747 - 3775 (2019)
Reviews and syntheses: Turning the challenges of partitioning ecosystem evaporation and transpiration into opportunities. Biogeosciences
Journal Article
229, pp. 100 - 113 (2019)
A carbon sink-driven approach to estimate gross primary production from microwave satellite observations. Remote Sensing of Environment
Journal Article
16 (13), pp. 2557 - 2572 (2019)
Carbon–water flux coupling under progressive drought. Biogeosciences
Journal Article
6, 74 (2019)
The FLUXCOM ensemble of global land-atmosphere energy fluxes. Scientific Data
Journal Article
566 (7743), pp. 195 - 204 (2019)
Deep learning and process understanding for data-driven Earth system science. Nature
Journal Article
14 (2), e0211510 (2019)
Memory effects of climate and vegetation affecting net ecosystem CO2 fluxes in global forests. PLoS One
Journal Article
46 (3), pp. 1429 - 1440 (2019)
Satellite observations of the contrasting response of trees and grasses to variations in water availability. Geophysical Research Letters
Journal Article
254, pp. 161 - 172 (2019)
On the relevance of intraspecific trait variability—A synthesis of 56 dry grassland sites across Europe. Flora
Journal Article
13, 124018 (2018)
Quantifying the effect of forest age in annual net forest carbon balance. Environmental Research Letters
Journal Article
10 (9), 1346 (2018)
Estimation of terrestrial global gross primary production (GPP) with satellite data-driven models and eddy covariance flux data. Remote Sensing
Journal Article
10, pp. 1327 - 1365 (2018)
Upscaled diurnal cycles of land-atmosphere fluxes: a new global half-hourly data product. Earth System Science Data
Journal Article
22 (7), pp. 4061 - 4082 (2018)
Understanding terrestrial water storage variations in northern latitudes across scales. Hydrology and Earth System Sciences
Journal Article
123 (12), pp. 3617 - 3632 (2018)
Coupling water and carbon fluxes to constrain estimates of transpiration: the TEA algorithm. Journal of Geophysical Research: Biogeosciences