Implementing GIS and Analytical Hierarchy Process for Cyclone Shelter Mapping of Vijayawada, Andra Pradesh: A Weighted Overlay Approach

Vijayawada, a rapidly expanding urban hub in Andhra Pradesh, has seen significant population growth, rising from 2,104,000 in 2021 to 2,291,000 in 2024. This growth has increased the city's vulnerability to cyclonic events, as evidenced by the severe impacts of recent cyclones like Phethai (2018), Hudhud (2014) and Michaung (2023). These events have caused widespread flooding, power outages and infrastructure damage. To bolster cyclone preparedness, this study utilizes a Geographic Information System (GIS) integrated with the Analytical Hierarchy Process (AHP) to determine optimal locations for Cyclone Shelters in Vijayawada. The analysis incorporates nine critical parameters: elevation, slope, roughness, Hillshade, proximity to roads and rivers, land use land cover, aspect and wind characteristics (speed and direction). Each parameter was re-scaled into five suitability classes and weighted accordingly, with distance from roads (15%), proximity to water bodies (14%) and elevation (13%) receiving the highest weights. Additionally, a Windrose diagram was developed using WRPLOT software, analyzing wind speed and direction data collected at 50-meter intervals from January 1, 2022, to July 31, 2024. This wind pattern analysis, with speeds classified into six classes and calms recorded at 1.52%, provided crucial insights for Shelter placement. The site suitability assessment for cyclone shelters in Vijayawada has been conducted, categorizing the land into five classes: not suitable, less suitable, moderately suitable, suitable and highly suitable. The resulting suitability map is a critical resource for disaster management, aiming at bolstering Vijayawada's resilience to future cyclones and safeguarding its rapidly growing population. This study underscores the value of integrating GIS-based Analytic Hierarchy Process (AHP) techniques with wind pattern analysis to enhance disaster preparedness and optimize shelter placement, ensuring a strategic and effective response to potential cyclone threats.

Authors

Publication Details

Journal
Disaster Advances
Published
2025-05-31
DOI
https://doi.org/10.25303/187da01013
Primary Topic
Tropical and Extratropical Cyclones Research
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Implementing GIS and Analytical Hierarchy Process for Cyclone Shelter Mapping of Vijayawada, Andra Pradesh: A Weighted Overlay Approach

B. Bhavani, R. Krishna, Dakkamadugula Ravi, Kris Ravi et al.
Disaster Advances
Tropical and Extratropical Cyclones Research
article

Implementing GIS and Analytical Hierarchy Process for Cyclone Shelter Mapping of Vijayawada, Andra Pradesh: A Weighted Overlay Approach

B. Bhavani, R. Krishna, Dakkamadugula Ravi, Kris Ravi, Praveen Samarthi, Naidu G. Bhogayya
article en

Abstract

Vijayawada, a rapidly expanding urban hub in Andhra Pradesh, has seen significant population growth, rising from 2,104,000 in 2021 to 2,291,000 in 2024. This growth has increased the city's vulnerability to cyclonic events, as evidenced by the severe impacts of recent cyclones like Phethai (2018), Hudhud (2014) and Michaung (2023). These events have caused widespread flooding, power outages and infrastructure damage. To bolster cyclone preparedness, this study utilizes a Geographic Information System (GIS) integrated with the Analytical Hierarchy Process (AHP) to determine optimal locations for Cyclone Shelters in Vijayawada. The analysis incorporates nine critical parameters: elevation, slope, roughness, Hillshade, proximity to roads and rivers, land use land cover, aspect and wind characteristics (speed and direction). Each parameter was re-scaled into five suitability classes and weighted accordingly, with distance from roads (15%), proximity to water bodies (14%) and elevation (13%) receiving the highest weights. Additionally, a Windrose diagram was developed using WRPLOT software, analyzing wind speed and direction data collected at 50-meter intervals from January 1, 2022, to July 31, 2024. This wind pattern analysis, with speeds classified into six classes and calms recorded at 1.52%, provided crucial insights for Shelter placement. The site suitability assessment for cyclone shelters in Vijayawada has been conducted, categorizing the land into five classes: not suitable, less suitable, moderately suitable, suitable and highly suitable. The resulting suitability map is a critical resource for disaster management, aiming at bolstering Vijayawada's resilience to future cyclones and safeguarding its rapidly growing population. This study underscores the value of integrating GIS-based Analytic Hierarchy Process (AHP) techniques with wind pattern analysis to enhance disaster preparedness and optimize shelter placement, ensuring a strategic and effective response to potential cyclone threats.

Disaster AdvancesVol. 18(7)
Climate action
Openalex Percentile: Top 81%
Tropical and Extratropical Cyclones Research
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.