Harnessing Geospatial Artificial Intelligence and Deep Learning for Landslide Inventory Mapping: Advances, Challenges, and Emerging Directions

Harnessing Geospatial Artificial Intelligence and Deep Learning for Landslide Inventory Mapping: Advances, Challenges, and Emerging Directions

Recent advancements in artificial intelligence (AI) and deep learning enable more accurate, scalable, and automated mapping. This paper provides a comprehensive review of the applications of AI, particularly deep learning, in landslide inventory mapping. In addition to examining commonly used data s...

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Bibliographic Details
Main Authors: Xiao Chen, Wenwen Li, Chia-Yu Hsu, Samantha T. Arundel, Bretwood Higman
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Remote Sensing
Subjects:
landslide detection
GeoAI
remote sensing
Online Access:https://www.mdpi.com/2072-4292/17/11/1856
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