Spatiotemporal analysis of ENSO-IOD teleconnections and GCM-projected hydroclimatic shifts in a western Himalayan basin

ABSTRACT The extreme event analysis has substantial implications for water resources since it highly impacts the agrarian economy of regions in the north-western Himalayas. This research aims to examine the precipitation patterns in the flood-prone basin of the river Beas using various global climate models (GCMs) from Climate Model Intercomparison Project Phase 6 (CMIP6). In this study, various homogeneity tests, i.e. Pettitt's tests, Standard Normal Homogeneity Test (SNHT), Buishand's, Von Neumann tests for change point detection and for trend analysis tests, i.e. modified Mann–Kendall (mMK), Sen's slope (Q), and innovative trend analysis (ITA) techniques have been used to examine rainfall patterns across the Beas basin. The multi-model ensemble (MME) results indicates a basin-wide increase in annual precipitation ranging from 0 to 5% under SSP1-2.6, 8 to 15% under SSP2-4.5, 18 to 32% under SSP3-7.0, and up to 28 to 45% under SSP5-8.5 by the end of the century, with the strongest historical teleconnection signals observed during the pre-monsoon season where positive Indian Ocean Dipole (IOD) phases account for 30–35% correlation with rainfall variability. The results of this study bear a substantial implication for policymakers and water resource managers in the western Himalayan region.

Authors

Institutions

Publication Details

Journal
Journal of Water and Climate Change
Published
2026-02-04
DOI
https://doi.org/10.2166/wcc.2026.297
Primary Topic
Climate variability and models
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Spatiotemporal analysis of ENSO-IOD teleconnections and GCM-projected hydroclimatic shifts in a western Himalayan basin

Ray Singh Meena, Sudhir Kumar Singh, Chander Kant
Journal of Water and Climate Change
Climate variability and models
article

Spatiotemporal analysis of ENSO-IOD teleconnections and GCM-projected hydroclimatic shifts in a western Himalayan basin

Ray Singh Meena, Sudhir Kumar Singh, Chander Kant
article en

Abstract

ABSTRACT The extreme event analysis has substantial implications for water resources since it highly impacts the agrarian economy of regions in the north-western Himalayas. This research aims to examine the precipitation patterns in the flood-prone basin of the river Beas using various global climate models (GCMs) from Climate Model Intercomparison Project Phase 6 (CMIP6). In this study, various homogeneity tests, i.e. Pettitt's tests, Standard Normal Homogeneity Test (SNHT), Buishand's, Von Neumann tests for change point detection and for trend analysis tests, i.e. modified Mann–Kendall (mMK), Sen's slope (Q), and innovative trend analysis (ITA) techniques have been used to examine rainfall patterns across the Beas basin. The multi-model ensemble (MME) results indicates a basin-wide increase in annual precipitation ranging from 0 to 5% under SSP1-2.6, 8 to 15% under SSP2-4.5, 18 to 32% under SSP3-7.0, and up to 28 to 45% under SSP5-8.5 by the end of the century, with the strongest historical teleconnection signals observed during the pre-monsoon season where positive Indian Ocean Dipole (IOD) phases account for 30–35% correlation with rainfall variability. The results of this study bear a substantial implication for policymakers and water resource managers in the western Himalayan region.

Journal of Water and Climate Change
Indian Institute of Technology Roorkee (IN), University of Allahabad (IN), National Institute of Technology Hamirpur (BD)
Clean water and sanitation
Openalex Percentile: Top 66%
Climate variability and models
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Spatiotemporal analysis of ENSO-IOD teleconnections and GCM-projected hydroclimatic shifts in a western Himalayan basin — Ray Singh Meena, Sudhir Kumar Singh, et al. · Journal of Water and Climate Change (2026) | TGRS Research Map | TGRS