ISP

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)