A complete list of all publications from the Department of Biogeochemical Integration
Book Chapter (25)
881.
Book Chapter
Changes in climate extremes and their impacts on the natural physical environment. In: Managing the risks of extreme events and disasters to advance climate change adaptation: Special report of the Intergovernmental Panel on Climate Change, pp. 109 - 230 (Eds. Field, C. B.; Barros, V.; Stocker, T. F.; Qin, D.; Dokken, D. J. et al.). Cambridge University Press, Cambridge (2012)
Conference Paper (34)
882.
Conference Paper
Multi-modal learning for geospatial vegetation forecasting. In: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Seattle , June 17, 2024 - June 21, 2024. (2024)
883.
Conference Paper
Benchmarking simulations of forest regrowth across Europe. In: EGU General Assembly 2024. EGU General Assembly 2024, Vienna, Austria, April 14, 2024 - April 19, 2024. (2024)
884.
Conference Paper
VIST5: An adaptive, retrieval-augmented language model for visualization-oriented dialog. In: Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, pp. 70 - 81. The 2023 Conference on Empirical Methods in Natural Language Processing, Singapure, December 06, 2023 - December 10, 2023. Association for Computational Linguistics, Singapur (2023)
885.
Conference Paper
14172, pp. 593 - 609 (2023)
Learning disentangled discrete representations. Machine learning and knowledge discovery in databases: Research track. ECML PKDD 2023. Lecture Notes in Computer Science 886.
Conference Paper
DeepESDL – an open platform for research and collaboration in Earth Sciences. EGU General Assembly 2023, EGU23-15225, Vienna, Austria, April 24, 2023 - April 28, 2023. EGU General Assembly 2023, Vienna, Austria, 24–28 Apr 2023, EGU23-15225, (2023)
887.
Conference Paper
Carbon budgets from global to regional scales: current challenges and future perspectives. In: EGU General Assembly 2022, Vienna, Austria. (accepted)
888.
Conference Paper
Briefing note on systemic risk. International Science Council, pp. 1 - 35 (2022)
889.
Conference Paper
XLVI-1/W1-2021, pp. 49 - 55. 1st DESIS User Workshop on Imaging Spectrometer Space Mission, Calibration and Validation, Applications, Methods, ELECTR NETWORK, September 28, 2021 - October 01, 2021. (2022)
Evalutating the potential of desis to infer plant taxonomical and functional diversities in europwean forests. In: 1st DESIS User Workshop – Imaging Spectrometer Space Mission, Calibration and Validation, Applications, Methods, Vol. 890.
Conference Paper
On the generalization of agricultural drought classification from climate data. In: NeurIPS 2021. Workshop - Tackling Climate Change with Machine Learning
On the Generalization of ML-based Agricultural Drought Classification from Climate Date, 2021. (2021)
891.
Conference Paper
Automatic plant cover estimation with convolutional neural networks. In: GI-Edition: lecture notes in informatics. Proceedings. Informatik 2021 : computer science & sustainability, Berlin / Gesellschaft für Informatik e.V. (GI) (Hrsg.) , September 27, 2021 - October 01, 2021. Ges. für Informatik, Bonn (2021)
892.
Conference Paper
EarthNet2021: A large-scale dataset and challenge for Earth surface forecasting as a guided video prediction task. In: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Nashville, TN, USA , June 19, 2021 - June 25, 2021. IEEE, Nashville, TN, USA (2021)
893.
Conference Paper
Discovering differential equations from earth observation data. In: IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium, pp. 3999 - 4002. IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium, Waikoloa, HI, USA, September 26, 2020 - October 02, 2020. IEEE (2021)
894.
Conference Paper
Advancing deep learning for earth sciences: From hybrid modeling to interpretability. In: IGARSS 2020 - 2020 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, pp. 3979 - 3982. IGARSS 2020 - 2020 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, ELECTR NETWORK, September 26, 2020 - October 02, 2020. (2020)
895.
Conference Paper
Estimating leaf and canopy bichemistry variables in mediterranean holm oak (Quercus ilex from proximal and airborne hyperspectral data. In: Conference: IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium. Conference: IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium, Valencia, Spain, July 22, 2018 - July 27, 2019. IEEE, Valencia, Spain (2018)
896.
Conference Paper
Validation of fine resolution land-surface energy fluxes derived with combined sentinel-2 and sentinel-3 observations. In: IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium, pp. 8711 - 8714. (2018)
897.
Conference Paper
The biomass mission: Objectives and requirements. In: IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium, pp. 8563 - 8566. (2018)
898.
Conference Paper
BACI: Towards a biosphere atmosphere change index - Detection of extreme events in the biosphere. In: BigSkyEarth conference: AstroGeoInformatics, pp. 1 - 6. BigSkyEarth conference: AstroGeoInformatics, Tenerife, Spain, December 17, 2018 - December 19, 2018. (2018)
899.
Conference Paper
4, pp. 5979 - 5982. International Geoscience and Remote Sensing Symposium (IGARSS) , Valencia, Spain, July 11, 2018 - July 27, 2018. Institute of Electrical and Electronics Engineers Inc. (2018)
Photosynthesis-sun induced fluorescence relationship in a mediterranean grassland. In: IEEE International Geoscience and Remote Sensing Symposium, IGARSS, Vol. 900.
Conference Paper
Assessing the use of multiple constraints and ancillary data to support scope model inversion in a experimental grassland. In: IEEE International Geoscience and Remote Sensing Symposium, IGARSS, pp. 5975 - 5978. International Geoscience and Remote Sensing Symposium (IGARSS), Valencia, Spain, July 22, 2018 - July 27, 2018. Institute of Electrical and Electronics Engineers Inc. (2018)