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Drought Vulnerability Assessment Using Geospatial Techniques in Southern Queensland, Australia
In Australia, droughts are recurring events that tremendously affect environmental, agricultural and socio-economic activities. Southern Queensland is one of the most drought-prone regions in Australia. Consequently, a comprehensive drought vulnerability mapping is essential to generate a drought vu...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8540325/ https://www.ncbi.nlm.nih.gov/pubmed/34696109 http://dx.doi.org/10.3390/s21206896 |
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author | Hoque, Muhammad Pradhan, Biswajeet Ahmed, Naser Alamri, Abdullah |
author_facet | Hoque, Muhammad Pradhan, Biswajeet Ahmed, Naser Alamri, Abdullah |
author_sort | Hoque, Muhammad |
collection | PubMed |
description | In Australia, droughts are recurring events that tremendously affect environmental, agricultural and socio-economic activities. Southern Queensland is one of the most drought-prone regions in Australia. Consequently, a comprehensive drought vulnerability mapping is essential to generate a drought vulnerability map that can help develop and implement drought mitigation strategies. The study aimed to prepare a comprehensive drought vulnerability map that combines drought categories using geospatial techniques and to assess the spatial extent of the vulnerability of droughts in southern Queensland. A total of 14 drought-influencing criteria were selected for three drought categories, specifically, meteorological, hydrological and agricultural. The specific criteria spatial layers were prepared and weighted using the fuzzy analytical hierarchy process. Individual categories of drought vulnerability maps were prepared from their specific indices. Finally, the overall drought vulnerability map was generated by combining the indices using spatial analysis. Results revealed that approximately 79.60% of the southern Queensland region is moderately to extremely vulnerable to drought. The findings of this study were validated successfully through the receiver operating characteristics curve (ROC) and the area under the curve (AUC) approach using previous historical drought records. Results can be helpful for decision makers to develop and apply proactive drought mitigation strategies. |
format | Online Article Text |
id | pubmed-8540325 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-85403252021-10-24 Drought Vulnerability Assessment Using Geospatial Techniques in Southern Queensland, Australia Hoque, Muhammad Pradhan, Biswajeet Ahmed, Naser Alamri, Abdullah Sensors (Basel) Article In Australia, droughts are recurring events that tremendously affect environmental, agricultural and socio-economic activities. Southern Queensland is one of the most drought-prone regions in Australia. Consequently, a comprehensive drought vulnerability mapping is essential to generate a drought vulnerability map that can help develop and implement drought mitigation strategies. The study aimed to prepare a comprehensive drought vulnerability map that combines drought categories using geospatial techniques and to assess the spatial extent of the vulnerability of droughts in southern Queensland. A total of 14 drought-influencing criteria were selected for three drought categories, specifically, meteorological, hydrological and agricultural. The specific criteria spatial layers were prepared and weighted using the fuzzy analytical hierarchy process. Individual categories of drought vulnerability maps were prepared from their specific indices. Finally, the overall drought vulnerability map was generated by combining the indices using spatial analysis. Results revealed that approximately 79.60% of the southern Queensland region is moderately to extremely vulnerable to drought. The findings of this study were validated successfully through the receiver operating characteristics curve (ROC) and the area under the curve (AUC) approach using previous historical drought records. Results can be helpful for decision makers to develop and apply proactive drought mitigation strategies. MDPI 2021-10-18 /pmc/articles/PMC8540325/ /pubmed/34696109 http://dx.doi.org/10.3390/s21206896 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Hoque, Muhammad Pradhan, Biswajeet Ahmed, Naser Alamri, Abdullah Drought Vulnerability Assessment Using Geospatial Techniques in Southern Queensland, Australia |
title | Drought Vulnerability Assessment Using Geospatial Techniques in Southern Queensland, Australia |
title_full | Drought Vulnerability Assessment Using Geospatial Techniques in Southern Queensland, Australia |
title_fullStr | Drought Vulnerability Assessment Using Geospatial Techniques in Southern Queensland, Australia |
title_full_unstemmed | Drought Vulnerability Assessment Using Geospatial Techniques in Southern Queensland, Australia |
title_short | Drought Vulnerability Assessment Using Geospatial Techniques in Southern Queensland, Australia |
title_sort | drought vulnerability assessment using geospatial techniques in southern queensland, australia |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8540325/ https://www.ncbi.nlm.nih.gov/pubmed/34696109 http://dx.doi.org/10.3390/s21206896 |
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