ArticleRisk analysis : an official publication of the Society for Risk Analysis2021
Analyzing the Risk to COVID-19 Infection using Remote Sensing and GIS.
Article in Risk analysis : an official publication of the Society for Risk Analysis, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 2 of them syntheses that pooled it.
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The trial behind it
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Who cites it
15 citing papers in PubMed, 2 syntheses or guidelines pooled it, 51 citations in OpenAlex.
- Applications of geographical information system and spatial analysis in Indian health research: a systematic review.BMC health services research · 2024Pooled it
- Review of an intelligent indoor environment monitoring and management system for COVID-19 risk mitigation.Frontiers in public health · 2022Pooled it
- A coupled model for public health risk: hazard and urban vulnerability in 18 cities in Sichuan, China.Frontiers in public health · 2025Article
- Geo-mapping of government healthcare facilities providing diagnostic laboratory services in Delhi, India: a pilot study.BMJ public health · 2025Article
- Article
- COVID-19 Pandemic Risk Assessment: Systematic Review.Risk management and healthcare policy · 2024Review
- Mapping Vulnerability to Potential Crisis Events in Surabaya City: A GIS-Based Approach.F1000Research · 2024Article
- The role of remote sensing during a global disaster: COVID-19 pandemic as case study.Remote sensing applications : society and environment · 2022Review
- Article
- Perspectives from remote sensing to investigate the COVID-19 pandemic: A future-oriented approach.Frontiers in public health · 2022Article
- Spatial Analysis of COVID-19 Vaccination: A Scoping Review.International journal of environmental research and public health · 2021Article
- GIS-based COVID-19 vulnerability mapping in the West Bank, Palestine.International journal of disaster risk reduction : IJDRR · 2021Article
- COVID-19 Risk Mapping with Considering Socio-Economic Criteria Using Machine Learning Algorithms.International journal of environmental research and public health · 2021Article
- Assessing regional risk of COVID-19 infection from Wuhan via high-speed rail.Transport policy · 2021Article
- Global Systemic Risk and Resilience for Novel Coronavirus and COVID-19.Risk analysis : an official publication of the Society for Risk Analysis · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Globally, the COVID-19 pandemic has become a threat to humans and to the socioeconomic systems they have developed since the industrial revolution. Hence, governments and stakeholders call for strategies to help restore normalcy while dealing with this pandemic effectively. Since till now, the disease is yet to have a cure; therefore, only risk-based decision making can help governments achieve a sustainable solution in the long term. To help the decisionmakers explore viable actions, we propose a risk-based assessment framework for analyzing COVID-19 risk to areas, using integrated hazard and vulnerability components associated with this pandemic for effective risk mitigation. The study is carried on a region administrated by Jaipur municipal corporation (JMC), India. Based on the current understanding of this disease, we hypothesized different COVID-19 risk indices (C19Ri) of the wards of JMC such as proximity to hotspots, total population, population density, availability of clean water, and associated land use/land cover, are related with COVID-19 contagion and calculated them in a GIS-based multicriteria risk reduction method. The results showed disparateness in COVID-19 risk areas with a higher risk in north-eastern and south-eastern zone wards within the boundary of JMC. We proposed prioritizing wards under higher risk zones for intelligent decision making regarding COVID-19 risk reduction through appropriate management of resources-related policy consequences. This study aims to serve as a baseline study to be replicated in other parts of the country or world to eradicate the threat of COVID-19 effectively.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.