Publikationen von Alexander Winkler
Alle Typen
Zeitschriftenartikel (13)
1.
Zeitschriftenartikel
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 2.
Zeitschriftenartikel
13, 13885 (2023)
Methodological challenges and new perspectives of shifting vegetation phenology in eddy covariance data. Scientific Reports 3.
Zeitschriftenartikel
18, 034039 (2023)
Hybrid modeling of evapotranspiration: inferring stomatal and aerodynamic resistances using combined physics-based and machine learning. Environmental Research 4.
Zeitschriftenartikel
28 (24), S. 7313 - 7326 (2022)
Emergence of the physiological effects of elevated CO2 on land-atmosphere exchange of carbon and water. Global Change Biology 5.
Zeitschriftenartikel
13 (4), S. 1505 - 1533 (2022)
Interannual global carbon cycle variations linked to atmospheric circulation variability. Earth System Dynamics 6.
Zeitschriftenartikel
12, S. 677 - 684 (2022)
Widespread shift from ecosystem energy to water limitation with climate change. Nature Climate Change 7.
Zeitschriftenartikel
18 (17), S. 4985 - 5010 (2021)
Slowdown of the greening trend in natural vegetation with further rise in atmospheric CO2. Biogeosciences 8.
Zeitschriftenartikel
10 (3), S. 501 - 523 (2019)
Investigating the applicability of emergent constraints. Earth System Dynamics 9.
Zeitschriftenartikel
25 (7), S. 2382 - 2395 (2019)
Changes in timing of seasonal peak photosynthetic activity in northern ecosystems. Global Change Biology 10.
Zeitschriftenartikel
11 (14), S. 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 11.
Zeitschriftenartikel
10, 885 (2019)
Earth system models underestimate carbon fixation by plants in the high lattitudes. Nature Communications 12.
Zeitschriftenartikel
9, S. 1191 - 1215 (2018)
The climate of a retrograde rotating earth. Earth System Dynamics 13.
Zeitschriftenartikel
10 (5), S. 2009 - 2030 (2017)
Carbon-nitrogen interactions in idealized simulations with JSBACH (version 3.10). Geoscientific Model Development Buchkapitel (1)
14.
Buchkapitel
Combining system modeling and machine learning into hybrid ecosystem modeling. In: Knowledge-Guided Machine Learning, 9781003143376, S. 327 - 352 (Hg. Kannan, R.; Kumar, V.). Chapman & Hall, London (2022)
Preprint (4)
15.
Preprint
DeepPhenoMem V1.0: Deep learning modelling of canopy greenness dynamics accounting for multi-variate meteorological memory effects on vegetation phenology. (2024)
16.
Preprint
Comparing data-driven and mechanistic models for predicting phenology in deciduous broadleaf forests. (2024)
17.
Preprint
Estimating the CO2 fertilization effect on extratropical forest productivity from Flux-tower observations. (2023)
18.
Preprint
Biodiversity and climate extremes: known interactions and research gaps. (2023)