Adrián Pérez-Suay

Synergistic integration of optical and microwave satellite data for crop yield estimation

Anna Mateo-Sanchis, María Piles, Jordi Muñoz-Marı́ et al. · Remote Sensing of Environment · 2019 · 129 citations · Full text

Interpretable Long Short-Term Memory Networks for Crop Yield Estimation

Anna Mateo-Sanchis, José E. Adsuara, María Piles et al. · IEEE Geoscience and Remote Sensing Letters · 2023 · 47 citations · Full text

Precision Agriculture, Engineering, Machine Learning +17

Remote Sensing Image Classification With Large-Scale Gaussian Processes

Pablo Morales-Álvarez, Adrián Pérez-Suay, Rafael Molina et al. · IEEE Transactions on Geoscience and Remote Sensing · 2017 · 43 citations · Full text

Engineering, Machine Learning, Image Classification +16

Prototyping Crop Traits Retrieval Models for CHIME: Dimensionality Reduction Strategies Applied to PRISMA Data

Ana B. Pascual-Venteo, Enrique Portalés, Katja Berger et al. · Remote Sensing · 2022 · 37 citations · Full text

Causal Inference in Geoscience and Remote Sensing From Observational Data

Adrián Pérez-Suay, Gustau Camps‐Valls · IEEE Transactions on Geoscience and Remote Sensing · 2018 · 27 citations

Causal Model, Earth Observation, Estimation Theory +15