Markus Reichstein
Orcid: 0000-0001-5736-1112Affiliations:
- Max Planck Institute for Biogeochemistry, Jena, Germany
According to our database1,
Markus Reichstein
authored at least 41 papers
between 2008 and 2024.
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Bibliography
2024
Causal hybrid modeling with double machine learning - applications in carbon flux modeling.
Mach. Learn. Sci. Technol., 2024
CoRR, 2024
Double machine learning for causal hybrid modeling - applications in the Earth sciences.
CoRR, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
2023
Forecasting localized weather impacts on vegetation as seen from space with meteo-guided video prediction.
CoRR, 2023
VIST5: An Adaptive, Retrieval-Augmented Language Model for Visualization-oriented Dialog.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
2022
IEEE Trans. Geosci. Remote. Sens., 2022
Observation-based assessment of secondary water effects on seasonal vegetation decay across Africa.
Frontiers Big Data, 2022
Learning to forecast vegetation greenness at fine resolution over Africa with ConvLSTMs.
CoRR, 2022
2021
CoRR, 2021
A Data-Driven Approach to Partitioning Net Ecosystem Exchange Using a Deep State Space Model.
IEEE Access, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
EarthNet2021: A Large-Scale Dataset and Challenge for Earth Surface Forecasting as a Guided Video Prediction Task.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021
2020
EarthNet2021: A novel large-scale dataset and challenge for forecasting localized climate impacts.
CoRR, 2020
ADVANCING DEEP LEARNING FOR EARTH SCIENCES: FROM HYBRID MODELING TO INTERPRETABILITY.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
2019
Nitrogen and Phosphorus effect on Sun-Induced Fluorescence and Gross Primary Productivity in Mediterranean Grassland.
Remote. Sens., 2019
Correction: Luo, Y.P. et al., Using Near-Infrared Enabled Digital Repeat Photography to Track Structural and Physiological Phenology in Mediterranean Tree-Grass Ecosystems. <i>Remote Sens.</i> 2018, <i>10</i>, 1293.
Remote. Sens., 2019
Nat., 2019
Identifying Dynamic Memory Effects on Vegetation State Using Recurrent Neural Networks.
Frontiers Big Data, 2019
Nonlinear Causal Link Estimation Under Hidden Confounding with an Application to Time Series Anomaly Detection.
Proceedings of the Pattern Recognition, 2019
Proceedings of the Pattern Recognition, 2019
2018
Potential of Multi-Temporal ALOS-2 PALSAR-2 ScanSAR Data for Vegetation Height Estimation in Tropical Forests of Mexico.
Remote. Sens., 2018
Using Near-Infrared-Enabled Digital Repeat Photography to Track Structural and Physiological Phenology in Mediterranean Tree-Grass Ecosystems.
Remote. Sens., 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Assessing the Use of Multiple Constraints and Ancillary Data to Support Scope Model Inversion in a Experimental Grassland.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
2017
Compensatory water effects link yearly global land CO<sub>2</sub> sink changes to temperature.
Nat., 2017
2016
2015
Int. J. Appl. Earth Obs. Geoinformation, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
2013
Trend Change Detection in NDVI Time Series: Effects of Inter-Annual Variability and Methodology.
Remote. Sens., 2013
Detection and attribution of large spatiotemporal extreme events in Earth observation data.
Ecol. Informatics, 2013
2012
Gap Filling in the Plant Kingdom - Trait Prediction Using Hierarchical Probabilistic Matrix Factorization.
Proceedings of the 29th International Conference on Machine Learning, 2012
2008
Estimation of Photosynthetic Light Use Efficiency in Semi-Arid Ecosystems with the MODIS-Derived Photochemical Reflectance Index.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008