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A. Velástegui-Montoya

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Open access Jul 2026

High-resolution LiDAR and thermal UAV data for 3D analysis of urban vegetation structure and its cooling effect in San Nicolás, Mexico

Abstract. Urban vegetation is essential for mitigating the Urban Heat Island effect, yet its cooling performance depends on its three-dimensional structure. This study combines high-resolution Unmanned Aerial Vehicle - based LiDAR (Zenmuse L2) and thermal imaging (Zenmuse H20) to analyze vegetation structure and surfac...

K. D. Rodríguez-González, Aylet Vega-Aguilar, F. Yépez-Rincón et al. · 0 citations
#artificial intelligence Review Open access Sep 2026

Advances in artificial intelligence and geomatics technology for the transformation of global agri-food systems: A review

The results indicate a growing adoption of Machine Learning (ML) algorithms, remote sensing technologies, and geospatial platforms such as Google Earth Engine (GEE), highlighting AI and GT as central components of Smart Agriculture.

Paulo César Escandón Panchana, Aline Maria Meiguins de Lima, A. Velástegui-Montoya et al. · 0 citations
Review Open access Jul 2026

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

Abstract. Soil erosion represents a major environmental issue that threatens ecosystem integrity and land sustainability, making the development of reliable susceptibility models crucial for supporting mitigation and management policies. This study evaluates the potential of three machine learning algorithms Weighted S...

Francisco Hélter Fernandes do Amaral, A. Velástegui-Montoya, Éder Mileno Silva De Paula · 0 citations
Review Open access Jul 2026

Geomorphological monitoring of erosion on restored slopes through the integration of drones, GIS, and LiDAR

Abstract. Mining is a strategic driver of economic development, yet it generates substantial impacts on landscape structure, soil integrity, and water systems. During ecological restoration, slope erosion remains a critical challenge for ensuring long-term geomorphological stability and ecosystem recovery. This study e...

Mónica López Moncada, Joan-Cristian Padró, Vicenç Carabassa et al. · 0 citations

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