Publicaciones en colaboración con investigadores/as de German Aerospace Center (43)

2024

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

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

  2. Digital twins of the Earth with and for humans

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

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

    International Geoscience and Remote Sensing Symposium (IGARSS)

  4. Vegetation moisture estimation in the Western United States using radiometer-radar-lidar synergy

    Remote Sensing of Environment, Vol. 303

2023

  1. Causal inference for time series

    Nature Reviews Earth and Environment, Vol. 4, Núm. 7, pp. 487-505

  2. Discovering causal relations and equations from data

    Physics Reports, Vol. 1044, pp. 1-68

  3. Estimation Of Gravimetric Vegetation Moisture In The Western United States Using A Multi-Sensor Approach

    International Geoscience and Remote Sensing Symposium (IGARSS)

  4. Land Surface Model Calibration for the Future CIMR Mission

    International Geoscience and Remote Sensing Symposium (IGARSS)

  5. Machine-Learned Cloud Classes From Satellite Data for Process-Oriented Climate Model Evaluation

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 61

  6. Multi-Frequency Radiometry for Multi-Year Monitoring of Relative Water Content In A Temperate Forest

    International Geoscience and Remote Sensing Symposium (IGARSS)

  7. Publisher Correction: Causal inference for time series (Nature Reviews Earth & Environment, (2023), 4, 7, (487-505), 10.1038/s43017-023-00431-y)

    Nature Reviews Earth and Environment

2022

  1. Cloud Mask Intercomparison eXercise (CMIX): An evaluation of cloud masking algorithms for Landsat 8 and Sentinel-2

    Remote Sensing of Environment, Vol. 274

  2. Deep Learning and Earth Observation to Support the Sustainable Development Goals: Current approaches, open challenges, and future opportunities

    IEEE Geoscience and Remote Sensing Magazine, Vol. 10, Núm. 2, pp. 172-200

  3. Impact of Incidence Angle Diversity on SMOS and Sentinel-1 Soil Moisture Retrievals at Coarse and Fine Scales

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 60

  4. Toward estimation of seasonal water dynamics of winter wheat from ground-based L-band radiometry: a concept study

    Biogeosciences, Vol. 19, Núm. 8, pp. 2273-2294

2021

  1. Estimation of Vegetation Structure Parameters from SMAP Radar Intensity Observations

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 59, Núm. 1, pp. 151-167

  2. FIRST RETRIEVALS OF ASCAT IB VOD (VEGETATION OPTICAL DEPTH) AT GLOBAL SCALE

    International Geoscience and Remote Sensing Symposium (IGARSS)

  3. GLOBAL L-BAND VEGETATION VOLUME FRACTION ESTIMATES FOR MODELING VEGETATION OPTICAL DEPTH

    International Geoscience and Remote Sensing Symposium (IGARSS)

  4. Generative adversarial networks in the geosciences

    Deep Learning for the Earth Sciences: A Comprehensive Approach to Remote Sensing, Climate Science and Geosciences (wiley), pp. 24-36

  5. INCIDENCE ANGLE DIVERSITY ON L-BAND MICROWAVE RADIOMETRY AND ITS IMPACT ON CONSISTENT SOIL MOISTURE RETRIEVALS

    International Geoscience and Remote Sensing Symposium (IGARSS)