Francisco Alonso-Sarría

14 papers Journal 14
YearRankTypeTitle / Venue / Authors
2025 J jnl
Estimation of soil properties using machine learning techniques to improve hydrological modeling in a semiarid environment: Campo de Cartagena (Spain).
Earth Sci. Informatics
Francisco Alonso-Sarría, Arantzazu Blanco-Bernardeau, Francisco Gomariz-Castillo, Helena Jiménez-Bastida, Asunción Romero-Diaz
2024 J jnl
Imagery Time Series Cloud Removal and Classification Using Long Short Term Memory Neural Networks.
Remote. Sens.
Francisco Alonso-Sarría, Carmen Valdivieso-Ros, Francisco Gomariz-Castillo
2023 J jnl
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.
Remote. Sens.
Carmen Valdivieso-Ros, Francisco Alonso-Sarría, Francisco Gomariz-Castillo
2023 J jnl
Impact of segmentation algorithms on multisensor LULC classification in a semiarid Mediterranean area.
Earth Sci. Informatics
Carmen Valdivieso-Ros, Francisco Alonso-Sarría, Francisco Gomariz-Castillo
2021 J jnl
Effect of Different Atmospheric Correction Algorithms on Sentinel-2 Imagery Classification Accuracy in a Semiarid Mediterranean Area.
Remote. Sens.
Carmen Valdivieso-Ros, Francisco Alonso-Sarría, Francisco Gomariz-Castillo
2020 J jnl
fusionImage: An R package for pan-sharpening images in open source software.
Trans. GIS
Fulgencio Cánovas-García, Paúl Pesántez-Cobos, Francisco Alonso-Sarría
2019 J jnl
Interpolation of Instantaneous Air Temperature Using Geographical and MODIS Derived Variables with Machine Learning Techniques.
ISPRS Int. J. Geo Inf.
Marcos Ruiz-Álvarez, Francisco Alonso-Sarría, Francisco Gomariz-Castillo
2019 J jnl
Isolation Forests to Evaluate Class Separability and the Representativeness of Training and Validation Areas in Land Cover Classification.
Remote. Sens.
Francisco Alonso-Sarría, Carmen Valdivieso-Ros, Francisco Gomariz-Castillo
2018 J jnl
A new approach to the openness index for landform characterisation.
Comput. Geosci.
Francisco Alonso-Sarría, Francisco Gomariz-Castillo, Fulgencio Cánovas-García
2018 J jnl
Assessment of Satellite and Radar Quantitative Precipitation Estimates for Real Time Monitoring of Meteorological Extremes Over the Southeast of the Iberian Peninsula.
Remote. Sens.
Fulgencio Cánovas-García, Sandra G. García-Galiano, Francisco Alonso-Sarría
2018 J jnl
Calibration and spatial modelling of daily ET0 in semiarid areas using Hargreaves equation.
Earth Sci. Informatics
Francisco Gomariz-Castillo, Francisco Alonso-Sarría, Francisco Cabezas-Calvo-Rubio
2017 J jnl
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.
Remote. Sens.
Francisco Gomariz-Castillo, Francisco Alonso-Sarría, Fulgencio Cánovas-García
2017 J jnl
Modification of the random forest algorithm to avoid statistical dependence problems when classifying remote sensing imagery.
Comput. Geosci.
Fulgencio Cánovas-García, Francisco Alonso-Sarría, Francisco Gomariz-Castillo, Fernando Oñate-Valdivieso
2015 J jnl
Optimal Combination of Classification Algorithms and Feature Ranking Methods for Object-Based Classification of Submeter Resolution Z/I-Imaging DMC Imagery.
Remote. Sens.
Fulgencio Cánovas-García, Francisco Alonso-Sarría