Optimal Combination of Classification Algorithms and Feature Ranking Methods for Object-Based Classification of Submeter Resolution Z/I-Imaging DMC Imagery. - Fulgencio Cánovas-García; Francisco Alonso-Sarría (Remote. Sens., 2015)

Modification of the random forest algorithm to avoid statistical dependence problems when classifying remote sensing imagery. - Fulgencio Cánovas-García; Francisco Alonso-Sarría; Francisco Gomariz-Castillo; Fernando Oñate-Valdivieso (Comput. Geosci., 2017)

Improving Classification Accuracy of Multi-Temporal Landsat Images by Assessing the Use of Different Algorithms, Textural and Ancillary Information for a Mediterranean Semiarid Area from 2000 to 2015. - Francisco Gomariz-Castillo; Francisco Alonso-Sarría; Fulgencio Cánovas-García (Remote. Sens., 2017)

Calibration and spatial modelling of daily ET0 in semiarid areas using Hargreaves equation. - Francisco Gomariz-Castillo; Francisco Alonso-Sarría; Francisco Cabezas-Calvo-Rubio (Earth Sci. Informatics, 2018)

A new approach to the openness index for landform characterisation. - Francisco Alonso-Sarría; Francisco Gomariz-Castillo; Fulgencio Cánovas-García (Comput. Geosci., 2018)

Assessment of Satellite and Radar Quantitative Precipitation Estimates for Real Time Monitoring of Meteorological Extremes Over the Southeast of the Iberian Peninsula. - Fulgencio Cánovas-García; Sandra G. García-Galiano; Francisco Alonso-Sarría (Remote. Sens., 2018)

Interpolation of Instantaneous Air Temperature Using Geographical and MODIS Derived Variables with Machine Learning Techniques. - Marcos Ruiz-Álvarez; Francisco Alonso-Sarría; Francisco Gomariz-Castillo (ISPRS Int. J. Geo Inf., 2019)

Isolation Forests to Evaluate Class Separability and the Representativeness of Training and Validation Areas in Land Cover Classification. - Francisco Alonso-Sarría; Carmen Valdivieso-Ros; Francisco Gomariz-Castillo (Remote. Sens., 2019)

fusionImage: An R package for pan-sharpening images in open source software. - Fulgencio Cánovas-García; Paúl Pesántez-Cobos; Francisco Alonso-Sarría (Trans. GIS, 2020)

Effect of Different Atmospheric Correction Algorithms on Sentinel-2 Imagery Classification Accuracy in a Semiarid Mediterranean Area. - Carmen Valdivieso-Ros; Francisco Alonso-Sarría; Francisco Gomariz-Castillo (Remote. Sens., 2021)

Effect of the Synergetic Use of Sentinel-1, Sentinel-2, LiDAR and Derived Data in Land Cover Classification of a Semiarid Mediterranean Area Using Machine Learning Algorithms. - Carmen Valdivieso-Ros; Francisco Alonso-Sarría; Francisco Gomariz-Castillo (Remote. Sens., 2023)

Impact of segmentation algorithms on multisensor LULC classification in a semiarid Mediterranean area. - Carmen Valdivieso-Ros; Francisco Alonso-Sarría; Francisco Gomariz-Castillo (Earth Sci. Informatics, 2023)

Imagery Time Series Cloud Removal and Classification Using Long Short Term Memory Neural Networks. - Francisco Alonso-Sarría; Carmen Valdivieso-Ros; Francisco Gomariz-Castillo (Remote. Sens., 2024)

Estimation of soil properties using machine learning techniques to improve hydrological modeling in a semiarid environment: Campo de Cartagena (Spain). - Francisco Alonso-Sarría; Arantzazu Blanco-Bernardeau; Francisco Gomariz-Castillo; Helena Jiménez-Bastida; Asunción Romero-Diaz (Earth Sci. Informatics, 2025)