| A novel grouping genetic algorithm–extreme learning machine approach for global solar radiation prediction from numerical weather models inputs A Aybar-Ruiz, S Jiménez-Fernández, L Cornejo-Bueno, ... Solar Energy 132, 129-142, 2016 | 124 | 2016 |
| Potato yield prediction using machine learning techniques and sentinel 2 data D Gómez, P Salvador, J Sanz, JL Casanova Remote Sensing 11 (15), 1745, 2019 | 122 | 2019 |
| Machine learning regressors for solar radiation estimation from satellite data L Cornejo-Bueno, C Casanova-Mateo, J Sanz-Justo, S Salcedo-Sanz Solar Energy 183, 768-775, 2019 | 118 | 2019 |
| Evolutionary artificial neural networks for accurate solar radiation prediction D Guijo-Rubio, AM Durán-Rosal, PA Gutiérrez, AM Gómez-Orellana, ... Energy 210, 118374, 2020 | 85 | 2020 |
| Modelling wheat yield with antecedent information, satellite and climate data using machine learning methods in Mexico D Gómez, P Salvador, J Sanz, JL Casanova Agricultural and Forest Meteorology 300, 108317, 2021 | 53 | 2021 |
| A new approach to monitor water quality in the Menor sea (Spain) using satellite data and machine learning methods D Gómez, P Salvador, J Sanz, JL Casanova Environmental Pollution 286, 117489, 2021 | 50 | 2021 |
| Efficient prediction of low-visibility events at airports using machine-learning regression L Cornejo-Bueno, C Casanova-Mateo, J Sanz-Justo, E Cerro-Prada, ... Boundary-layer meteorology 165 (2), 349-370, 2017 | 46 | 2017 |
| Prediction of low-visibility events due to fog using ordinal classification D Guijo-Rubio, PA Gutiérrez, C Casanova-Mateo, J Sanz-Justo, ... Atmospheric Research 214, 64-73, 2018 | 45 | 2018 |
| Machine learning approach to locate desert locust breeding areas based on ESA CCI soil moisture D Gómez, P Salvador, J Sanz, C Casanova, D Taratiel, JL Casanova Journal of Applied Remote Sensing 12 (3), 036011-036011, 2018 | 42 | 2018 |
| Desert locust detection using Earth observation satellite data in Mauritania D Gómez, P Salvador, J Sanz, C Casanova, D Taratiel, JL Casanova Journal of arid environments 164, 29-37, 2019 | 40 | 2019 |
| Evaluation of dimensionality reduction methods applied to numerical weather models for solar radiation forecasting O García-Hinde, G Terrén-Serrano, MÁ Hombrados-Herrera, ... Engineering Applications of Artificial Intelligence 69, 157-167, 2018 | 39 | 2018 |
| A CRO-species optimization scheme for robust global solar radiation statistical downscaling S Salcedo-Sanz, S Jiménez-Fernández, A Aybar-Ruíz, ... Renewable Energy 111, 63-76, 2017 | 37 | 2017 |
| Randomization-based machine learning in renewable energy prediction problems: critical literature review, new results and perspectives J Del Ser, D Casillas-Perez, L Cornejo-Bueno, L Prieto-Godino, ... Applied Soft Computing 118, 108526, 2022 | 36 | 2022 |
| Analysis and prediction of dammed water level in a hydropower reservoir using machine learning and persistence-based techniques C Castillo-Botón, D Casillas-Pérez, C Casanova-Mateo, ... Water 12 (6), 1528, 2020 | 32 | 2020 |
| Efficient fog prediction with multi-objective evolutionary neural networks AM Durán-Rosal, JC Fernández, C Casanova-Mateo, J Sanz-Justo, ... Applied Soft Computing 70, 347-358, 2018 | 29 | 2018 |
| Modelling desert locust presences using 32-year soil moisture data on a large-scale D Gómez, P Salvador, J Sanz, JL Casanova Ecological Indicators 117, 106655, 2020 | 27 | 2020 |
| Persistence analysis and prediction of low-visibility events at Valladolid Airport, Spain S Cornejo-Bueno, D Casillas-Pérez, L Cornejo-Bueno, MI Chidean, ... Symmetry 12 (6), 1045, 2020 | 25 | 2020 |
| Feature selection in solar radiation prediction using bootstrapped SVRs O Garcia-Hinde, V Gómez-Verdejo, M Martínez-Ramón, ... 2016 IEEE Congress on Evolutionary Computation (CEC), 3638-3645, 2016 | 25 | 2016 |
| Can Eltonian processes explain species distributions at large scale? A case study with Great Bustard (Otis tarda) JM Alvarez‐Martínez, S Suárez‐Seoane, C Palacín, J Sanz, JC Alonso Diversity and Distributions 21 (2), 123-138, 2015 | 23 | 2015 |
| Ordinal regression algorithms for the analysis of convective situations over Madrid-Barajas airport D Guijo-Rubio, C Casanova-Mateo, J Sanz-Justo, PA Gutierrez, ... Atmospheric research 236, 104798, 2020 | 22 | 2020 |
