ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Download
Share
Publications Copernicus
Download
Citation
Share
Articles | Volume XI-4-2026
https://doi.org/10.5194/isprs-annals-XI-4-2026-145-2026
https://doi.org/10.5194/isprs-annals-XI-4-2026-145-2026
10 Jul 2026
 | 10 Jul 2026

Machine learning applications for modeling and mapping soil erosion in tropical regions

Francisco Hélter Fernandes do Amaral, Andrés Velastegui-Montoya, and Eder M.S. de Paula

Related authors

Spatiotemporal Trends of Extreme Precipitation in Caraguatatuba (SE Brazil) from CHIRPS Data (1981–2024) Using GEE and Climate Indices
Yasmim Carvalho Guimarães, Andrés Velastegui-Montoya, Gabriela Alves Carreiro, Luana Albertani Pampuch Bortolozo, and Enner Alcântara
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIX-B3-2026, 1271–1276, https://doi.org/10.5194/isprs-archives-XLIX-B3-2026-1271-2026,https://doi.org/10.5194/isprs-archives-XLIX-B3-2026-1271-2026, 2026
High-resolution LiDAR and thermal UAV data for 3D analysis of urban vegetation structure and its cooling effect in San Nicolás, Mexico
Kevin David Rodríguez González, Aylet Vega-Aguilar, Fabiola Doracely Yépez-Rincón, Jacinto Treviño Carreón, Andrés Velastegui-Montoya, David Freire-Granda, and Isabel Adriana Chuizaca Espinoza
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIX-B3-2026, 421–429, https://doi.org/10.5194/isprs-archives-XLIX-B3-2026-421-2026,https://doi.org/10.5194/isprs-archives-XLIX-B3-2026-421-2026, 2026
Comparison of Supervised Classification Algorithms for Land Use Land Cover in Guayaquil: An Assessment with Landsat and MapBiomas
Divar Castro-Rodas, André Pico Molineros, Rahisha Thottolil, Dimitri Bulatov, Eder M.S. de Paula, and Andrés Velastegui-Montoya
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIX-B3-2026, 565–572, https://doi.org/10.5194/isprs-archives-XLIX-B3-2026-565-2026,https://doi.org/10.5194/isprs-archives-XLIX-B3-2026-565-2026, 2026
Fluvial Dynamics Changes Driven by Illegal Gold Mining: A Land Use/Land Cover Analysis in the Ecuadorian Amazon
Isabel Adriana Chuizaca-Espinoza, Daniela Romero-Bermeo, Luciana das Dores de Jesus da Silva, and Andrés Velastegui-Montoya
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIX-B3-2026, 573–580, https://doi.org/10.5194/isprs-archives-XLIX-B3-2026-573-2026,https://doi.org/10.5194/isprs-archives-XLIX-B3-2026-573-2026, 2026
From Natural Land to Built-Up Areas: Monitoring Residential Expansion Using Sentinel-2 and Support Vector Machine
Karolayn Gaibor-Yambay, David Freire-Granda, Andrés Velastegui-Montoya, and Marconi de Arruda Pereira
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIX-B3-2026, 581–587, https://doi.org/10.5194/isprs-archives-XLIX-B3-2026-581-2026,https://doi.org/10.5194/isprs-archives-XLIX-B3-2026-581-2026, 2026