Publications
Journal Article (125)
1.
5 (3), 035021 (2024)
Causal hybrid modeling with double machine learning - Applications in carbon flux modeling. Machine Learning: Science and Technology 2.
30 (7), e17423 (2024)
Dominant role of the non-forest woody vegetation in the post 2015/16 El Niño tropical carbon recovery. Global Change Biology 3.
30 (7), e17406 (2024)
Increased crossing of thermal stress thresholds of vegetation under global warming. Global Change Biology 4.
16 (6), e2023MS004099 (2024)
Understanding disturbance regimes from patterns in modeled forest biomass. Journal of Advances in Modeling Earth Systems 5.
15 (3), pp. 717 - 734 (2024)
Intensified future heat extremes linked with increasing ecosystem water limitation. Earth System Dynamics 6.
129 (6), e2023JG007910 (2024)
Estimating the CO2 fertilization effect on extratropical forest productivity from Flux-tower observations. Journal of Geophysical Research: Biogeosciences 7.
5, 1338618 (2024)
Global carbon balance of the forest: satellite-based L-VOD results over the last decade. Frontiers in Remote Sensing 8.
Progress and challenges in remotely sensed terrestrial carbon fluxes. Geo-spatial Information Science (2024)
9.
39, 79 (2024)
Decreased river runoff on the Mongolian Plateau since around 2000. Landscape Ecology 10.
30 (3), e17224 (2024)
Global patterns of tree wood density. Global Change Biology 11.
627, pp. E4 - E6 (2024)
Reply to: Model uncertainty obscures major driver of soil carbon. Nature 12.
16 (1), e2023MS003710 (2024)
Integration of a deep-learning-based fire model into a global land surface model. Journal of Advances in Modeling Earth Systems 13.
14 (6), pp. 1211 - 1237 (2023)
Land cover and management effects on ecosystem resistance to drought stress. Earth System Dynamics 14.
128 (121), e2023JD039076 (2023)
Impact of updating vegetation information on land surface model performance. Journal of Geophysical Research: Atmospheres 15.
16, pp. 886 - 892 (2023)
Global increase in biomass carbon stock dominated by growth of northern young forests over past decade. Nature Geoscience 16.
18 (10), 104036 (2023)
Implications of the steady-state assumption for the global vegetation carbon turnover. Environmental Research Letters 17.
14 (10), 101875 (2023)
Estimation of surface PM2.5 concentrations from atmospheric gas species retrieved from Tropomi using deep learning: Impacts of fire on air pollution over Thailand. Atmospheric Pollution Research 18.
5 (8), 081005 (2023)
Calibrating global hydrological models with GRACE TWS: does river storage matter? Environmental Research Communications 19.
15 (8), e2022MS003464 (2023)
Toward robust parameterizations in ecosystem‐level photosynthesis models. Journal of Advances in Modeling Earth Systems 20.
4, pp. 568 - 581 (2023)
Iterative integration of deep learning in hybrid Earth surface system modelling. Nature Reviews Earth & Environment