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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Sapna Kinattinkara

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Open access Oct 2026

Spatio-temporal analysis of land use/land cover (LULC) changes using GIS techniques in Upper Bhavani River Basin, Nilgiri Hills, India

The study investigates the land use and land cover (LULC) changes in Upper Bhavani River basin of the Western Ghats over the past four decades (1989–2019) using remote sensing (RS) and geographic information system (GIS) techniques. It also explores the correlation between LULC changes and population growth during this...

Sapna Kinattinkara, Thangavelu Arumugam, Karpagamani Vellingiri et al. · 0 citations
Review Open access Jul 2026

Soil erosion risk assessment using RUSLE and geospatial techniques in Peruvamba sub-watershed, Kerala, India

Soil erosion is a major environmental challenge in the humid tropical landscapes of the Western Ghats, where intense monsoonal rainfall, steep terrain, and land-use changes accelerate land degradation. This study evaluates soil erosion risk in the Peruvamba sub-watershed of Kerala, India, using the Revised Universal So...

Sapna Kinattinkara, V. Gaddam, Thangavelu Arumugam et al. · 0 citations

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