Francisco Alonso-Sarría

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 12

Top Topics

Long Short Term Memory

Classification Accuracy

Machine Learning

Top Venues

Earth Sci. Informatics

Comput. Geosci.

Publications

Francisco Alonso-Sarría, Carmen Valdivieso-Ros, Francisco Gomariz-Castillo
Imagery Time Series Cloud Removal and Classification Using Long Short Term Memory Neural Networks. Remote. Sens. 16 (12) (2024)
Carmen Valdivieso-Ros, Francisco Alonso-Sarría, Francisco Gomariz-Castillo
Impact of segmentation algorithms on multisensor LULC classification in a semiarid Mediterranean area. Earth Sci. Informatics 16 (4) (2023)
Carmen Valdivieso-Ros, Francisco Alonso-Sarría, Francisco Gomariz-Castillo
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. 15 (2) (2023)
Carmen Valdivieso-Ros, Francisco Alonso-Sarría, Francisco Gomariz-Castillo
Effect of Different Atmospheric Correction Algorithms on Sentinel-2 Imagery Classification Accuracy in a Semiarid Mediterranean Area. Remote. Sens. 13 (9) (2021)
Fulgencio Cánovas-García, Paúl Pesántez-Cobos, Francisco Alonso-Sarría
fusionImage: An R package for pan-sharpening images in open source software. Trans. GIS 24 (5) (2020)
Francisco Alonso-Sarría, Carmen Valdivieso-Ros, Francisco Gomariz-Castillo
Isolation Forests to Evaluate Class Separability and the Representativeness of Training and Validation Areas in Land Cover Classification. Remote. Sens. 11 (24) (2019)
Marcos Ruiz-Álvarez, Francisco Alonso-Sarría, Francisco Gomariz-Castillo
Interpolation of Instantaneous Air Temperature Using Geographical and MODIS Derived Variables with Machine Learning Techniques. ISPRS Int. J. Geo Inf. 8 (9) (2019)
Francisco Alonso-Sarría, Francisco Gomariz-Castillo, Fulgencio Cánovas-García
A new approach to the openness index for landform characterisation. Comput. Geosci. 119 (2018)
Francisco Gomariz-Castillo, Francisco Alonso-Sarría, Francisco Cabezas-Calvo-Rubio
Calibration and spatial modelling of daily ET0 in semiarid areas using Hargreaves equation. Earth Sci. Informatics 11 (3) (2018)
Fulgencio Cánovas-García, Sandra G. García-Galiano, Francisco Alonso-Sarría
Assessment of Satellite and Radar Quantitative Precipitation Estimates for Real Time Monitoring of Meteorological Extremes Over the Southeast of the Iberian Peninsula. Remote. Sens. 10 (7) (2018)
Francisco Gomariz-Castillo, Francisco Alonso-Sarría, Fulgencio Cánovas-García
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. 9 (10) (2017)
Fulgencio Cánovas-García, Francisco Alonso-Sarría, Francisco Gomariz-Castillo, Fernando Oñate-Valdivieso
Modification of the random forest algorithm to avoid statistical dependence problems when classifying remote sensing imagery. Comput. Geosci. 103 (2017)
Fulgencio Cánovas-García, Francisco Alonso-Sarría
Optimal Combination of Classification Algorithms and Feature Ranking Methods for Object-Based Classification of Submeter Resolution Z/I-Imaging DMC Imagery. Remote. Sens. 7 (4) (2015)