A complete list of all publications from the Department of Biogeochemical Integration

Conference Paper (33)

801.
Conference Paper
Körschens, M.; Bodesheim, P.; Römermann, C.; Bucher, S. F.; Migliavacca, M.; Ulrich, J.; Denzler, J.: 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)
802.
Conference Paper
Requena Mesa, C.; Benson, V.; Reichstein, M.; Runge, J.; Denzler, J.: 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)
803.
Conference Paper
Adsuara, J. E.; Perez-Suay, A.; Moreno-Martınez, A.; Camps-Valls, G.; Kraemer, G.; Reichstein, M.; Mahecha, M. D.: 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)
804.
Conference Paper
Camps-Valls, G.; Reichstein, M.; Zhu, X.; Tuia, D.: 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)
805.
Conference Paper
Gonzalez-Cascon, R.; Pacheco-Labrador, J.; Moreno, G.; Migliavacca, M.; Martín, M.P.: 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)
806.
Conference Paper
Guzinski, R.; Nieto, H.; El-Madany, T. S.; Migliavacca, M.; Carrara, A.: 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)
807.
Conference Paper
Le Toan, T.; Chave, J.; Dall, J.; Papathanassiou, K.; Paillou, P.; Reichstein, M.; Quegan, S.; Saatchi, S.; Scipal, K.; Shugart, H. et al.; Tebaldini, S.; Ulander, L.; Williams, M.: The biomass mission: Objectives and requirements. In: IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium, pp. 8563 - 8566. (2018)
808.
Conference Paper
García, Y. G.; Shadaydeh, M.; Mahecha, M. D.; Reichstein, M.; Denzler, J.: 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)
809.
Conference Paper
Martini, D.; Pacheco-Labrador, J.; Perez‑Priego, O.; van der Tol, C.; El-Madany, T. S.; Julitta, T.; Rossini, M.; Gitelson, A.; Reichstein, M.; Migliavacca, M.: Photosynthesis-sun induced fluorescence relationship in a mediterranean grassland. In: IEEE International Geoscience and Remote Sensing Symposium, IGARSS, Vol. 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)
810.
Conference Paper
Pacheco-Labrador, J.; Carvalhais, N.; Perez-Priego, O.; El-Madany, T. S.; Rossini, M.; Julitta, T.; Moreno, G.; González-Cascón, R.; Martín, M. P.; Reichstein, M. et al.; Carrara, A.; Guanter, L.; Migliavacca, M.: 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)
811.
Conference Paper
Reichstein, M.; Besnard, S.; Carvalhais, N.; Gans, F.; Jung, M.; Kraft, B.; Mahecha, M. D.: Modelling landsurface time-series with recurrent neural nets. In: 2018 IEEE International geoscience and remote sensing symposium (IGARSS), pp. 7640 - 7643. Valencia, 2018 (2018)
812.
Conference Paper
Requena-Mesa, C.; Reichstein, M.; Mahecha, M. D.; Kraft, B.; Denzler, J.: Predicting landscapes as seen from space from environmental conditions. In: 2018 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), pp. 1768 - 1771. (2018)
813.
Conference Paper
Shadaydeh, M.; Garcia, Y. G.; Mahecha, M. D.; Reichstein, M.; Denzler, J.: Causality analysis of ecological time series: a time-frequency approach. In: 8th International Workshop on Climate Informatics: CI 2018, pp. 111 - 114 (Eds. Chen, C.; Cooley, D.; Runge, J.; Szekely, E.). 8th International Workshop on Climate Informatics: CI 2018, Boulder, Colorado, September 19, 2018 - September 21, 2019. (2018)
814.
Conference Paper
Vaglio Laurin, G.; Vittucci, C.; Tramontana, G.; Bodesheim, P.; Ferrazzoli, P.; Guerriero, L.; Jung, M.; Mahecha, M. D.; Papale, D.: SMOS vegetation optical depth and ecosystem functional properties: Exploring their relationships in tropical forests. In: IEEE International Geoscience and Remote Sensing Symposium 2018, pp. 5891 - 5894. International Geoscience and Remote Sensing Symposium, IGARSS 2018: Observing, understanding and forecasting the dynamics of our planet, Valencia, Spain , July 22, 2018 - July 27, 2018. (2018)
815.
Conference Paper
Guerrero-Rascado, J. L.; Alados-Arboledas, L.; Benavent-Oltra, J. A.; Cazorla, A.; Chamizo, S.; Foyo, I.; Granados-Muñoz, M. J.; Kowalski, A. S.; Olmo, F. J.; Pérez-Ramírez, D. et al.; Serrano-Ortiz, P.; Titos, G.; Casquero-Vera, J. A.; Ortiz-Amezcua, P.; Costa, M. J.; Lopes, F. J. S.; Lyamani, H.; Perez-Priego, O.; Preissler, J.; Martín-Trigo, O.: E-learning in the teaching-learning process at postgraduate level: Application to GEOMET subjects. In: 9th International conference on education and new learning technologies (EDULEARN17), pp. 2699 - 2704. (2017)
816.
Conference Paper
Peres, T.; Silva, J.; Ruivo, C.; Silva, P. F.; Palomo, J. M.; Colomina, I.; Peña, O.; Hill, C.; Guerriero, L.; Carvalhais, N. et al.; Erickson, A.; Cartus, O.: COREGAL: Exploring Galileo E5 reflected signals for biomass applications. In: Proceedings of the 29th International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS+ 2016), pp. 881 - 891. Proceedings of the 29th International Technical Meeting of the Satellite Division of The Institute of Navigation, Portland, Oregon, September 12, 2016 - September 16, 2016. (2016)
817.
Conference Paper
Guanche Garcia, Y.; Rodner, E.; Flach, M.; Sippel, S.; Mahecha, M. D.; Denzler, J.: Detecting multivariate biosphere extremes. In: Proceedings of the 6th International Workshop on Climate Informatics: CI2016: NCAR Technical Note NCAR/TN-529+PROC, pp. 9 - 12 (Eds. Banerjee, A.; Ding, W.; Dy, V.). Climate Informatics Workshop 2016, Colorado (USA), September 22, 2016 - September 23, 2016. National Center for Atmospheric Research, Boulder (2016)
818.
Conference Paper
Rodner, E.; Barz, B.; Guanche, Y.; Flach, M.; Mahecha, M. D.; Bodesheim, P.; Reichstein, M.; Denzler, J.: Maximally divergent intervals for anomaly detection. In: ICML 2016 Anomaly Detection Workshop. ICML 2016 Anomaly Detection Workshop, New York (USA), June 19, 2016 - June 24, 2016. (2016)
819.
Conference Paper
Seeland, M.; Rzanny, M.; Alaqraa, N.; Thuille, A.; Boho, D.; Wäldchen, J.; Mäder, P.: Description of flower colors for image based plant species classification. In: 22nd German Color Workshop (FWS), Ilmenau, Germany, pp. 145 - 154 (Ed. Franke, K.-H.). (2016)
820.
Conference Paper
Camps-Valls, G.; Jung, M.; Ichii, K.; Papale, D.; Tramontana, G.; Bodesheim, P.; Schwalm, C.; Zscheischler, J.; Mahecha, M. D.; Reichstein, M.: Ranking drivers of global carbon and energy fluxes over land. In: IEEE International Symposium on Geoscience and Remote Sensing IGARSS, pp. 4416 - 4419. (2015)
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