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Works (7)

Analysis of the hyperparameter optimisation of four machine learning satellite imagery classification methods

Computational Geosciences
2024 | Journal article
EID:

2-s2.0-85189487694

Part of ISSN: 15731499 14200597
Contributors: Alonso-Sarría, F.; Valdivieso-Ros, C.; Gomariz-Castillo, F.
Source: Self-asserted source
Carmen Valdivieso-Ros via Scopus - Elsevier
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Imagery Time Series Cloud Removal and Classification Using Long Short Term Memory Neural Networks

Remote Sensing
2024 | Journal article
EID:

2-s2.0-85197254742

Part of ISSN: 20724292
Contributors: Alonso-Sarria, F.; Valdivieso-Ros, C.; Gomariz-Castillo, F.
Source: Self-asserted source
Carmen Valdivieso-Ros via Scopus - Elsevier
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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 Sensing
2023 | Journal article
EID:

2-s2.0-85146612459

Part of ISSN: 20724292
Contributors: Valdivieso-Ros, C.; Alonso-Sarria, F.; Gomariz-Castillo, F.
Source: Self-asserted source
Carmen Valdivieso-Ros via Scopus - Elsevier
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Impact of segmentation algorithms on multisensor LULC classification in a semiarid Mediterranean area

Earth Science Informatics
2023 | Journal article
EID:

2-s2.0-85175448107

Part of ISSN: 18650481 18650473
Contributors: Valdivieso-Ros, C.; Alonso-Sarría, F.; Gomariz-Castillo, F.
Source: Self-asserted source
Carmen Valdivieso-Ros via Scopus - Elsevier
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Effect of different atmospheric correction algorithms on sentinel-2 imagery classification accuracy in a semiarid mediterranean area

Remote Sensing
2021 | Journal article
EID:

2-s2.0-85105568246

Part of ISSN: 20724292
Contributors: Valdivieso-Ros, C.; Alonso-Sarria, F.; Gomariz-Castillo, F.
Source: Self-asserted source
Carmen Valdivieso-Ros via Scopus - Elsevier
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Preferred source (of 2)‎

Isolation forests to evaluate class separability and the representativeness of training and validation areas in land cover classification

Remote Sensing
2019 | Journal article
EID:

2-s2.0-85077883346

Part of ISSN: 20724292
Contributors: Alonso-Sarria, F.; Valdivieso-Ros, C.; Gomariz-Castillo, F.
Source: Self-asserted source
Carmen Valdivieso-Ros via Scopus - Elsevier
grade
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POPULATION NUCLEI MAPPING IN THE RIVER SEGURA HYDROLOGIC DISTRICT USING MASH-UP TECHNIQUES.,CARTOGRAFÍA DE NÚCLEOS DE POBLACIÓN EN LA DEMARCACIÓN HIDROGRÁFICA DEL SEGURA INTEGRANDO INFORMACIÓN DE DIFERENTES FUENTES.

GeoFocus
2019 | Journal article
EID:

2-s2.0-85170033993

Part of ISSN: 15785157
Contributors: Alonso-Sarría, F.; Valdivieso Ros, C.
Source: Self-asserted source
Carmen Valdivieso-Ros via Scopus - Elsevier