Publications of Alexander Winkler
All genres
Journal Article (13)
2024
Journal Article
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 2023
Journal Article
13, 13885 (2023)
Methodological challenges and new perspectives of shifting vegetation phenology in eddy covariance data. Scientific Reports
Journal Article
18, 034039 (2023)
Hybrid modeling of evapotranspiration: inferring stomatal and aerodynamic resistances using combined physics-based and machine learning. Environmental Research 2022
Journal Article
28 (24), pp. 7313 - 7326 (2022)
Emergence of the physiological effects of elevated CO2 on land-atmosphere exchange of carbon and water. Global Change Biology
Journal Article
13 (4), pp. 1505 - 1533 (2022)
Interannual global carbon cycle variations linked to atmospheric circulation variability. Earth System Dynamics
Journal Article
12, pp. 677 - 684 (2022)
Widespread shift from ecosystem energy to water limitation with climate change. Nature Climate Change 2021
Journal Article
18 (17), pp. 4985 - 5010 (2021)
Slowdown of the greening trend in natural vegetation with further rise in atmospheric CO2. Biogeosciences 2019
Journal Article
10 (3), pp. 501 - 523 (2019)
Investigating the applicability of emergent constraints. Earth System Dynamics
Journal Article
25 (7), pp. 2382 - 2395 (2019)
Changes in timing of seasonal peak photosynthetic activity in northern ecosystems. Global Change Biology
Journal Article
11 (14), pp. 998 - 1038 (2019)
Developments in the MPI-M Earth System Model version 1.2 (MPI-ESM1.2) and its response to increasing CO2. Journal of Advances in Modeling Earth Systems
Journal Article
10, 885 (2019)
Earth system models underestimate carbon fixation by plants in the high lattitudes. Nature Communications 2018
Journal Article
9, pp. 1191 - 1215 (2018)
The climate of a retrograde rotating earth. Earth System Dynamics 2017
Journal Article
10 (5), pp. 2009 - 2030 (2017)
Carbon-nitrogen interactions in idealized simulations with JSBACH (version 3.10). Geoscientific Model Development Book Chapter (1)
2022
Book Chapter
Combining system modeling and machine learning into hybrid ecosystem modeling. In: Knowledge-Guided Machine Learning, 9781003143376, pp. 327 - 352 (Eds. Kannan, R.; Kumar, V.). Chapman & Hall, London (2022)
Preprint (4)
2024
Preprint
DeepPhenoMem V1.0: Deep learning modelling of canopy greenness dynamics accounting for multi-variate meteorological memory effects on vegetation phenology. (2024)
Preprint
Comparing data-driven and mechanistic models for predicting phenology in deciduous broadleaf forests. (2024)
2023
Preprint
Estimating the CO2 fertilization effect on extratropical forest productivity from Flux-tower observations. (2023)
Preprint
Biodiversity and climate extremes: known interactions and research gaps. (2023)