UAV based assessment of landslide morphology and slope instability in Miraswadi, Western Ghats, India

The Western Ghats of India are highly susceptible to rainfall-induced landslides owing to steep topography, deeply weathered basaltic terrain, and increasing anthropogenic disturbances. This study investigates landslide morphology and post-failure slope instability in Miraswadi habitation, Satara district, Western Ghats, India using Unmanned Aerial Vehicle (UAV) based remote sensing integrated with field observations and multi-temporal satellite analysis. A UAV survey acquired 283 georeferenced high-resolution images which were processed to generate an ortho mosaic, digital elevation model (DEM), contour dataset, and a dense point cloud of ~ 31 million points with mean ground sampling distance of 5.52 cm. Morphometric analysis revealed that the July 2021 landslide affected ~ 1.34 ha, while the associated debris spread extended over ~ 2.95 ha area. The landslide extended approximately 255 m from crown to toe, with widths ranging between 112 and 162 m and an estimated displaced volume between 42,050 and 46,076 m. Geomorphological evidence indicates that the event initiated as a debris slide and subsequently evolved into a channelized debris-flow along a pre-existing second-order drainage course. UAV imagery and field investigations identified several post-failure instability indicators, including tension cracks (up to 70–90 m long and 0.5 m wide), active slumping, ground settlement, and vegetation tilting, indicating ongoing slope deformation adjacent to the habitation. Multi-temporal land-use analysis (2011–2022) revealed expansion of settlement areas and modification of vegetation and agricultural land. The study highlights the utility of UAV-based surveys for rapid, high-resolution characterization of landslide morphology and ongoing instability, providing valuable information for local hazard mitigation and slope management.

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Publication Details

Journal
Discover Geoscience
Published
2026-08-28
DOI
https://doi.org/10.1007/s44288-026-00707-y
Primary Topic
Landslides and related hazards
Type
article
Field-Weighted Citation Impact
0.00

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article

UAV based assessment of landslide morphology and slope instability in Miraswadi, Western Ghats, India

Maria Asim, Bhavana Umrikar, Abhijit Khandge, Amit Vijaykumar Shirke
Discover Geoscience
Landslides and related hazards
article

UAV based assessment of landslide morphology and slope instability in Miraswadi, Western Ghats, India

Maria Asim, Bhavana Umrikar, Abhijit Khandge, Amit Vijaykumar Shirke
article en

Abstract

The Western Ghats of India are highly susceptible to rainfall-induced landslides owing to steep topography, deeply weathered basaltic terrain, and increasing anthropogenic disturbances. This study investigates landslide morphology and post-failure slope instability in Miraswadi habitation, Satara district, Western Ghats, India using Unmanned Aerial Vehicle (UAV) based remote sensing integrated with field observations and multi-temporal satellite analysis. A UAV survey acquired 283 georeferenced high-resolution images which were processed to generate an ortho mosaic, digital elevation model (DEM), contour dataset, and a dense point cloud of ~ 31 million points with mean ground sampling distance of 5.52 cm. Morphometric analysis revealed that the July 2021 landslide affected ~ 1.34 ha, while the associated debris spread extended over ~ 2.95 ha area. The landslide extended approximately 255 m from crown to toe, with widths ranging between 112 and 162 m and an estimated displaced volume between 42,050 and 46,076 m. Geomorphological evidence indicates that the event initiated as a debris slide and subsequently evolved into a channelized debris-flow along a pre-existing second-order drainage course. UAV imagery and field investigations identified several post-failure instability indicators, including tension cracks (up to 70–90 m long and 0.5 m wide), active slumping, ground settlement, and vegetation tilting, indicating ongoing slope deformation adjacent to the habitation. Multi-temporal land-use analysis (2011–2022) revealed expansion of settlement areas and modification of vegetation and agricultural land. The study highlights the utility of UAV-based surveys for rapid, high-resolution characterization of landslide morphology and ongoing instability, providing valuable information for local hazard mitigation and slope management.

Discover GeoscienceVol. 4(1)
Savitribai Phule Pune University (IN), Banaras Hindu University (IN)
Savitribai Phule Pune University
Openalex Percentile: Top 6%
Landslides and related hazards
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