Evaluating determinants of inherent vulnerability and risk index (IVRI) assessment of Gangtok city using PCA (Principal Component Analysis) approach

Srijana Limboo,L. T. S. Guite,Adyan ul Haq,Simran Bharti

Published 2025 in Discover Environment

ABSTRACT

No abstract is available for this paper.

PUBLICATION RECORD

Publication year
2025
Venue
Discover Environment
Publication date
2025-11-11
Fields of study
Not labeled
Identifiers
DOI 10.1007/s44274-025-00398-1
External record
Open on Semantic Scholar
Source metadata
Semantic Scholar

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REFERENCES

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CITED BY

Correction: Evaluating determinants of inherent vulnerability and risk index (IVRI) assessment of Gangtok city using PCA (Principal Component Analysis) approach
2026cites this paper