Publications

Mahecha, Miguel D., Guido Kraemer, Martin Reinhardt, et al. 2026. “Accelerated North–East Shift of the Global Green Wave Trajectory.” Proceedings of the National Academy of Sciences 123 (9): e2515835123. https://doi.org/10.1073/pnas.2515835123.

Peters, Julia, Karin Mora, Miguel D. Mahecha, et al. 2026. “Context-Aware Multimodal Representation Learning for Spatio-Temporally Explicit Environmental Modelling.” IEEE Transactions on Geoscience and Remote Sensing, 1–1. https://doi.org/10.1109/TGRS.2026.3707966.

Li, Wantong, Gregory Duveiller, Fabian Gans, et al. 2025. “Globally Synchronized Changes in the Biosphere, Atmosphere, and Society Identified Using Public Data.” One Earth, December, 101559. https://doi.org/10.1016/j.oneear.2025.101559.

Habershon, Sarah, Kolja Nenoff, Guido Kraemer, et al. 2025. “The Spatiotemporal Dynamics of COVID-19 in Europe: Time-Series Clustering Maps 5 Distinct Trajectories to Spatial Patterns.” Population Health Metrics 23 (1): 44. https://doi.org/10.1186/s12963-025-00405-w.

Mahecha, Miguel D., Guido Kraemer, and Fabio Crameri. 2024. “Cautionary Remarks on the Planetary Boundary Visualisation.” Earth System Dynamics 15 (4): 1153–59. https://doi.org/10.5194/esd-15-1153-2024.

Köhler, Jan, Elisabeth Varga, Stephanie Spahr, et al. 2024. “Unpredicted Ecosystem Response to Compound Human Impacts in a European River.” Scientific Reports 14 (1): 16445. https://doi.org/10.1038/s41598-024-66943-9.

Ji, Chaonan, Tonio Fincke, Vitus Benson, et al. 2024. DeepExtremeCubes: Integrating Earth System Spatio-Temporal Data for Impact Assessment of Climate Extremes. arXiv:2406.18179. arXiv. https://doi.org/10.48550/arXiv.2406.18179.

Montero, David, César Aybar, Chaonan Ji, et al. 2024. On-Demand Earth System Data Cubes. arXiv:2404.13105. arXiv. https://doi.org/10.48550/arXiv.2404.13105.

Montero, David, Guido Kraemer, Anca Anghelea, et al. 2024. “Earth System Data Cubes: Avenues for Advancing Earth System Research.” Environmental Data Science 3 (January): e27. https://doi.org/10.1017/eds.2024.22.

Estupinan-Suarez, Lina M., Miguel D. Mahecha, Alexander Brenning, et al. 2024. “Spatial Patterns of Vegetation Activity Related to ENSO in Northern South America.” Journal of Geophysical Research: Biogeosciences 129 (1): e2022JG007344. https://doi.org/10.1029/2022JG007344.

Mora, Karin, Michael Rzanny, Jana Wäldchen, et al. 2024. “Macrophenological Dynamics from Citizen Science Plant Occurrence Data.” Methods in Ecology and Evolution 15 (8): 1422–37. https://doi.org/10.1111/2041-210X.14365.

Joswig, Julia S., Jens Kattge, Guido Kraemer, et al. 2023. “Imputing Missing Data in Plant Traits: A Guide to Improve Gap-Filling.” Global Ecology and Biogeography 32 (8): 1395–408. https://doi.org/10.1111/geb.13695.

Pacheco-Labrador, Javier, Mirco Migliavacca, Xuanlong Ma, et al. 2022. “Challenging the Link Between Functional and Spectral Diversity with Radiative Transfer Modeling and Data.” Remote Sensing of Environment 280 (October): 113170. https://doi.org/10.1016/j.rse.2022.113170.

Pacheco-Labrador, J., U. Weber, X. Ma, et al. 2022. “EVALUATING THE POTENTIAL OF DESIS TO INFER PLANT TAXONOMICAL AND FUNCTIONAL DIVERSITIES IN EUROPEAN FORESTS.” The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences XLVI-1-W1-2021 (February): 49–55. https://doi.org/10.5194/isprs-archives-XLVI-1-W1-2021-49-2022.

Migliavacca, Mirco, Talie Musavi, Miguel D. Mahecha, et al. 2021. “The Three Major Axes of Terrestrial Ecosystem Function.” Nature, September, 1–5. https://doi.org/10.1038/s41586-021-03939-9.

Mahecha, Miguel D., Michael Rzanny, Guido Kraemer, Patrick Mäder, Marco Seeland, and Jana Wäldchen. 2021. “Crowd-Sourced Plant Occurrence Data Provide a Reliable Description of Macroecological Gradients.” Ecography 44 (n/a). https://doi.org/10.1111/ecog.05492.

Krich, Christopher, Mirco Migliavacca, Diego G. Miralles, et al. 2021. “Functional Convergence of Biosphere–Atmosphere Interactions in Response to Meteorological Conditions.” Biogeosciences 18 (7): 2379–404. https://doi.org/10.5194/bg-18-2379-2021.

Adsuara, J. E., A. Pérez-Suay, Á Moreno-Martínez, et al. 2020. “Discovering Differential Equations from Earth Observation Data.” IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium, September, 3999–4002. https://doi.org/10.1109/IGARSS39084.2020.9324639.

Kraemer, Guido, Gustau Camps-Valls, Markus Reichstein, and Miguel D. Mahecha. 2020. “Summarizing the State of the Terrestrial Biosphere in Few Dimensions.” Biogeosciences 17 (9): 2397–424. https://doi.org/10.5194/bg-17-2397-2020.

Kraemer, Guido, Markus Reichstein, Gustau Camps-Valls, Jeroen Smits, and Miguel D. Mahecha. 2020. “The Low Dimensionality of Development.” Social Indicators Research, ahead of print, May. https://doi.org/10.1007/s11205-020-02349-0.

Adsuara, Jose E., Adrián Pérez-Suay, Alvaro Moreno-Martínez, et al. 2020. Learning Ordinary Differential Equations from Remote Sensing Data. Other. March. https://doi.org/10.5194/egusphere-egu2020-19620.

Estupinan-Suarez, Lina M., Alexander Brenning, Fabian Gans, Guido Kraemer, Carlos A. Sierra, and Miguel D. Mahecha. 2020. Capturing the Influence of ENSO on Land Surface Variables for Tropical South America. Other. Oral. https://doi.org/10.5194/egusphere-egu2020-4187.

Mahecha, Miguel D., Fabian Gans, Gunnar Brandt, et al. 2020. “Earth System Data Cubes Unravel Global Multivariate Dynamics.” Earth System Dynamics 11 (1): 201–34. https://doi.org/10.5194/esd-11-201-2020.

Mahecha, Miguel D., Debarati Guha-Sapir, Jeroen Smits, Fabian Gans, and Guido Kraemer. 2020. “Chapter 13 - Data Challenges Limit Our Global Understanding of Humanitarian Disasters Triggered by Climate Extremes.” In Climate Extremes and Their Implications for Impact and Risk Assessment, edited by Jana Sillmann, Sebastian Sippel, and Simone Russo. Elsevier. https://doi.org/10.1016/B978-0-12-814895-2.00013-6.

Kraemer, Guido. 2020. “Low-Dimensional Representations of Earth System Processes.” Doctorado En {{Teledetecci\'on}}, Universitat de València.

Kraemer, Guido, Markus Reichstein, and Miguel D. Mahecha. 2018. “dimRed and coRanking - Unifying Dimensionality Reduction in R.” The R Journal 10 (1): 342–58. https://doi.org/10.32614/RJ-2018-039.

Sierra, Carlos A., Miguel Mahecha, Germán Poveda, et al. 2017. “Monitoring Ecological Change During Rapid Socio-Economic and Political Transitions: Colombian Ecosystems in the Post-Conflict Era.” Environmental Science & Policy 76 (October): 40–49. https://doi.org/10.1016/j.envsci.2017.06.011.

Kraemer, Guido. 2015. “Drivers of Diversity and Functional Characteristics in Broadleaf Forests – the Example of Thuringia.” Master of {{Science}} in {{Evolution}}, {{Ecology}} and {{Systematics}}, Universität Jena.

Muhr, Jan, Alon Angert, Robinson I. Negrón-Juárez, et al. 2013. “Carbon Dioxide Emitted from Live Stems of Tropical Trees Is Several Years Old.” Tree Physiology 33 (7): 743–52. https://doi.org/10.1093/treephys/tpt049.

Kraemer, Guido. 2013. “Aplicación de una metodología basada en el análisis compuesto para predecir niveles de crecientes y estiajes en la cuenca del río Mazán, Loreto - Perú.” {Ing. en Ecolog\'ia de Bosques Tropicales}, Universidad Nacional de la Amazonia Peruana.

Angert, A., J. Muhr, R. Negron Juarez, W. Alegria Muñoz, G. Kraemer, J. Ramirez Santillan, E. Barkan, et al. 2012. “Internal Respiration of Amazon Tree Stems Greatly Exceeds External CO2 Efflux.” Biogeosciences 9 (12): 4979–91. https://doi.org/10.5194/bg-9-4979-2012.

Angert, A., J. Muhr, R. Negron Juarez, W. Alegria Muñoz, G. Kraemer, J. Ramirez Santillan, J. Q. Chambers, et al. 2012. “The Contribution of Respiration in Tree Stems to the Dole Effect.” Biogeosciences 9 (10): 4037–44. https://doi.org/10.5194/bg-9-4037-2012.