Publicaciones (324) Publicaciones en las que ha participado algún/a investigador/a Ver datos de investigación referenciados.

2024

  1. A Comprehensive Benchmark for Optical Remote Sensing Image Super-Resolution

    IEEE Geoscience and Remote Sensing Letters

  2. AI for Marine, Ocean and Climate Change Monitoring

    Remote Sensing

  3. AI-empowered next-generation multiscale climate modelling for mitigation and adaptation

    Nature Geoscience, Vol. 17, Núm. 10, pp. 963-971

  4. Alignment of color discrimination in humans and image segmentation networks

    Frontiers in Psychology, Vol. 15

  5. Assessing the Causal Impact of Humanitarian Aid on Food Security

    International Geoscience and Remote Sensing Symposium (IGARSS)

  6. CH4Net: a deep learning model for monitoring methane super-emitters with Sentinel-2 imagery

    Atmospheric Measurement Techniques, Vol. 17, Núm. 9, pp. 2583-2593

  7. Causal discovery reveals complex patterns of drought-induced displacement

    iScience, Vol. 27, Núm. 9

  8. Causal hybrid modeling with double machine learning—applications in carbon flux modeling

    Machine Learning: Science and Technology, Vol. 5, Núm. 3

  9. CloudSEN12+: The largest dataset of expert-labeled pixels for cloud and cloud shadow detection in Sentinel-2

    Data in Brief

  10. Collaboration between artificial intelligence and Earth science communities for mutual benefit

    Nature Geoscience

  11. Cortical Divisive Normalization from Wilson–Cowan Neural Dynamics

    Journal of Nonlinear Science, Vol. 34, Núm. 2

  12. Digital twins of the Earth with and for humans

    Communications Earth and Environment, Vol. 5, Núm. 1

  13. Domain knowledge-driven variational recurrent networks for drought monitoring

    Remote Sensing of Environment, Vol. 311

  14. Drought Displacement Forecasts Can Be Improved With Twitter Data

    International Geoscience and Remote Sensing Symposium (IGARSS)

  15. Explainable deep learning for automatic rock classification

    Computers and Geosciences, Vol. 184

  16. Functional connectivity via total correlation: Analytical results in visual areas

    Neurocomputing, Vol. 571

  17. Gaussian Process Regression Hybrid Models for the Top-of-Atmosphere Retrieval of Vegetation Traits Applied to PRISMA and EnMAP Imagery

    Remote Sensing, Vol. 16, Núm. 7

  18. Learning about Student Performance from Moodle Logs in a Higher Education Context with Gaussian Processes

    Revista Iberoamericana de Tecnologias del Aprendizaje, Vol. 19, pp. 169-175

  19. Microwave Remote Sensing Soil Moisture Opportunities with the Future CIMR Mission

    International Geoscience and Remote Sensing Symposium (IGARSS)

  20. Multimodal and Multitemporal Data Fusion for Flood Extent Segmentation Exploiting Kurosiwo and WorldFloods Sentinel Datasets

    International Geoscience and Remote Sensing Symposium (IGARSS)