Publicaciones en las que colabora con GONZALO MATEO GARCIA (37)

2024

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

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

2023

  1. Global flood extent segmentation in optical satellite images

    Scientific Reports, Vol. 13, Núm. 1

  2. Lessons Learned From Cloudsen12 Dataset: Identifying Incorrect Annotations in Cloud Semantic Segmentation Datasets

    International Geoscience and Remote Sensing Symposium (IGARSS)

  3. Multi-spectral multi-image super-resolution of Sentinel-2 with radiometric consistency losses and its effect on building delineation

    ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 195, pp. 1-13

  4. Onboard Cloud Detection and Atmospheric Correction with Deep Learning Emulators

    International Geoscience and Remote Sensing Symposium (IGARSS)

  5. Semantic segmentation of methane plumes with hyperspectral machine learning models

    Scientific Reports, Vol. 13, Núm. 1

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. CloudSEN12, a global dataset for semantic understanding of cloud and cloud shadow in Sentinel-2

    Scientific Data

2021

  1. Benchmarking deep learning models for cloud detection in landsat-8 and sentinel-2 images

    Remote Sensing, Vol. 13, Núm. 5, pp. 1-20

  2. Cross-Sensor Adversarial Domain Adaptation of Landsat-8 and Proba-V Images for Cloud Detection

    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 14, pp. 747-761

  3. Estrategia de enseñanza y aprendizaje de programación basada en la idea de "hackathon"

    In-Red 2021. VII Congreso nacional de innovación educativa y docencia en red: lecciones aprendidas, ideas compartidas

  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. Towards a novel approach for Sentinel-3 synergistic OLCI/SLSTR cloud and cloud shadow detection based on stereo cloud-top height estimation

    ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 181, pp. 238-253

2020

  1. Estimating and understanding crop yields with explainable deep learning in the Indian Wheat Belt

    Environmental Research Letters, Vol. 15, Núm. 2

  2. Statistical biophysical parameter retrieval and emulation with Gaussian processes

    Data Handling in Science and Technology (Elsevier Ltd), pp. 333-368

  3. Transferring deep learning models for cloud detection between Landsat-8 and Proba-V

    ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 160, pp. 1-17

2019

  1. Convolutional Long Short-Term Memory Network for Multitemporal Cloud Detection over Landmarks

    International Geoscience and Remote Sensing Symposium (IGARSS)

  2. Domain Adaptation of Landsat-8 and Proba-V Data Using Generative Adversarial Networks for Cloud Detection

    International Geoscience and Remote Sensing Symposium (IGARSS)

  3. Estimating crop primary productivity with Sentinel-2 and Landsat 8 using machine learning methods trained with radiative transfer simulations

    Remote Sensing of Environment, Vol. 225, pp. 441-457

2018

  1. CONVOLUTIONAL NEURAL NETWORKS FOR CLOUD SCREENING: TRANSFER LEARNING FROM LANDSAT-8 TO PROBA-V

    IGARSS 2018 - 2018 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM