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Frédéric Satgé

university montpellier and ird and university antilles and university guyane and university reunion

17H-index
62Paper Count
1.3KCitation Count
Published Papers 16
Publication Date
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Machine-Learning Crop-Type Mapping Sensitivity to Feature Selection and Hyperparameter Tuning
errRemote Sensing
IF4.1
err2026-02-11
err0
errOAAI
errMayra Perez-Flores; Frédéric Satgé; Jorge Molina-Carpio; Renaud Hostache; Ramiro Pillco-Zolá; Diego Tola; Elvis Uscamayta-Ferrano; Lautaro Bustillos; Marie-Paule Bonnet; Celine Duwig
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Development of Hourly Resolution Air Temperature Across Titicaca Lake on Auxiliary ERA5 Variables and Machine Learning-Based Gap-Filling
errSensors 2025, Vol. 25, Page 7165
IF3.5
err2025-11-24
err0
errOAAI
errJimmy W. Sirpa-Poma; Juan Calle; Elvis Uscamayta-Ferrano; Jorge Molina-Carpio; Frederic Satgé; Osmar Cuentas Toledo; Ricardo Duran; Paula Pacheco Mollinedo; Riaz Hussain; Ramiro Pillco-Zolá
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Reliability Assessment of 15 Gridded Rainfall Datasets for the Construction of a Daily High-Resolution Reanalysis across Senegal for Agroclimatic Applications
errJOURNAL OF APPLIED METEOROLOGY AND CLIMATOLOGY
IF2.2
err2025-11-01
err1
PREAI
errMbengue, A.; Sultan, B.; Faniriantsoa, R.; Ndiaye, O.; Diongue-Niang, A.; Satge, F.; Diop, M. L.; Ndiaye, D.; Konte, O.
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errSave
CHIRTS Gridded Air Temperature Downscaling Integrating MODIS Land Surface Temperature Estimates in Machine-Learning Models
errATMOSPHERE
IF2.3
err2025-10-15
err0
errOAAI
errUscamayta-Ferrano, Elvis; Satge, Frederic; Pillco-Zola, Ramiro; Roig, Henrique; Tola-Aguilar, Diego; Perez-Flores, Mayra; Bustillos, Lautaro; Rakotomandrindra, Fara. P. M.; Rabefitia, Zo; Carriere, Simon. D.
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Sensitivity of lumped and semi-distributed hydrological models to 20 gridded precipitation products in a transboundary basin
errJOURNAL OF HYDROLOGY
IF6.3
err2025-05-10
err0
PREAI
errPacheco, M. Paula L.; Satge, Frederic; Bonnet, Marie-Paule; Molina-Carpio, Jorge; Zola, R. Pillco; Ramirez, Edson; Espinoza-Romero, Daniel; Hostache, Renaud
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Complementarity of Sentinel-1 and Sentinel-2 Data for Soil Salinity Monitoring to Support Sustainable Agriculture Practices in the Central Bolivian Altiplano
errSUSTAINABILITY
IF3.3
err2024-07-19
err3
errOAAI
errSirpa-Poma, J. W.; Satge, F.; Zola, R. Pillco; Resongles, E.; Perez-Flores, M.; Colque, M. G. Flores; Molina-Carpio, J.; Ramos, O.; Bonnet, M. -P.
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Reliability of gridded temperature datasets to monitor surface air temperature variability over Bolivia
errINTERNATIONAL JOURNAL OF CLIMATOLOGY
IF2.8
err2023-08-13
err4
PREAI
errSatge, F.; Pillco, R.; Molina-Carpio, J.; Mollinedo, P. Pacheco; Bonnet, M-p.
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Evaluation of Rainfall Products in Semi-Arid Areas: Application to the Southeast of the Republic of Djibouti and a Focus on the Ambouli Catchment
errWATER
IF3
err2023-06-08
err5
errOAAI
errOmar, Golab Moussa; Paturel, Jean-Emmanuel; Salles, Christian; Mahe, Gil; Jalludin, Mohamed; Satge, Frederic; Nour, Mohamed Ismail
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Are gridded precipitation datasets a good option for streamflow simulation across the Jurua river basin, Amazon?
errJOURNAL OF HYDROLOGY
IF6.3
err2021-11-01
err14
errOAAI
errSatge, Frederic; Pillot, Benjamin; Roig, Henrique; Bonnet, Marie-Paule
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errSave
Reliability ofSM2RAINprecipitation datasets in comparison to gauge observations and hydrological modelling over arid regions
errINTERNATIONAL JOURNAL OF CLIMATOLOGY
IF2.8
err2020-07-22
err18
errOAAI
errSatge, Frederic; Hussain, Yawar; Molina-Carpio, Jorge; Pillco, Ramiro; Laugner, Coralie; Akhter, Gulraiz; Bonnet, Marie-Paule
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errSave
Evaluation of 23 gridded precipitation datasets across West Africa
errJOURNAL OF HYDROLOGY
IF6.3
err2020-02-01
err127
errOAAI
errSatge, Frederic; Defrance, Dimitri; Sultan, Benjamin; Bonnet, Marie-Paule; Seyler, Frederique; Rouche, Nathalie; Pierron, Fabrice; Paturel, Jean-Emmanuel
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Unraveling the impacts of droughts and agricultural intensification on the Altiplano water resources
errAGRICULTURAL AND FOREST METEOROLOGY
IF5.7
err2019-12-01
err23
errOAAI
errSatge, Frederic; Hussain, Yawar; Xavier, Alvaro; Zola, Ramiro Pillco; Salles, Leandro; Timouk, Franck; Seyler, Frederique; Garnier, Jeremie; Frappart, Frederic; Bonnet, Marie-Paule
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Seasonal Effect on Spatial and Temporal Consistency of the New GPM-Based IMERG-v5 and GSMaP-v7 Satellite Precipitation Estimates in Brazil's Central Plateau Region
errWATER
IF3
err2019-03-31
err41
errOAAI
errSalles, Leandro; Satge, Frederic; Roig, Henrique; Almeida, Tati; Olivetti, Diogo; Ferreira, Welber
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errSave
Modelling Lake Titicaca's daily and monthly evaporation
errHYDROLOGY AND EARTH SYSTEM SCIENCES
IF5.8
err2019-02-06
err31
errOAAI
errPillco Zola, Ramiro; Bengtsson, Lars; Berndtsson, Ronny; Marti-Cardona, Belen; Satge, Frederic; Timouk, Franck; Bonnet, Marie-Paule; Mollericon, Luis; Gamarra, Cesar; Pasapera, Jose
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Consistency of satellite-based precipitation products in space and over time compared with gauge observations and snow-hydrological modelling in the Lake Titicaca region
errHYDROLOGY AND EARTH SYSTEM SCIENCES
IF5.8
err2019-02-01
err65
errOAAI
errSatge, Frederic; Ruelland, Denis; Bonnet, Marie-Paule; Molina, Jorge; Pillco, Ramiro
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Accuracy assessment of SRTM v4 and ASTER GDEM v2 over the Altiplano watershed using ICESat/GLAS data
errINTERNATIONAL JOURNAL OF REMOTE SENSING
IF2.6
err2015-01-15
err91
errOAAI
errSatge, F.; Bonnet, M. P.; Timouk, F.; Calmant, S.; Pillco, R.; Molina, J.; Lavado-Casimiro, W.; Arsen, A.; Cretaux, J. F.; Garnier, J.
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Research Directions

No research directions
Co-authors
Cooperation Journals
R
Ronny Berndtsson
H-index: 61 · Papers: 532
F
Frédéric Frappart
H-index: 61 · Papers: 447
F
Fabrice Pierron
H-index: 58 · Papers: 390
B
Benjamin Sultan
H-index: 53 · Papers: 285
L
Lars Bengtsson
H-index: 50 · Papers: 679
View more