A new propagation-based framework to enhance competency in regional drought monitoring
Drought is considered a regional phenomenon that usually covers large territorial extensions. It can occur anywhere in the world with severe impacts on water resources and socioeconomic activities. Therefore, it is compulsory to develop reliable tools and execute national plans based on the preemine...
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Taylor & Francis Group
2021
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oai:doaj.org-article:6809120bc92447279190bb0825eb62fb2021-12-01T14:40:59ZA new propagation-based framework to enhance competency in regional drought monitoring1600-087010.1080/16000870.2021.1975404https://doaj.org/article/6809120bc92447279190bb0825eb62fb2021-01-01T00:00:00Zhttp://dx.doi.org/10.1080/16000870.2021.1975404https://doaj.org/toc/1600-0870Drought is considered a regional phenomenon that usually covers large territorial extensions. It can occur anywhere in the world with severe impacts on water resources and socioeconomic activities. Therefore, it is compulsory to develop reliable tools and execute national plans based on the preeminent information and characterization of drought. There are numerous drought monitoring tools available in the literature to handle spatial and temporal behavior of the drought for regional forecasting and early warning mitigation policies. Standardized Drought Indices (SDI) are frequently used for drought characterization and comparing climatic characteristics of the regions. However, analyzing the spatiotemporal dynamics of the region requires more reliable methods and procedures for drought monitoring. In this perspective, the present study proposes a novel procedure for monitoring drought at a regional level: The Regional Propagation Spatially Weighted Accumulated Drought Index (RPSWADI). The first phase of the proposed procedure is intended to accumulate information from various meteorological stations placed in the homogenous region. In the second phase, accumulated information is used to propagate a new drought index. The proposed procedure is validated on six homogenous meteorological stations of the Northern areas of Pakistan. Furthermore, the commonly used standardized drought indices are used to observe the performance of the proposed procedure. The choice of the indices depends on the climatic conditions of the specific region and will be quantified accordingly. Results show that the RPSWADI can incorporate the spatiotemporal structure of various time series in various stations.Rizwan NiazXiang ZhangZulfiqar AliIjaz HussainMuhammad FaisalElsayed Elsherbini ElashkarJameel Ahmad KhaderSadaf Shamshoddin SoudagarAlaa Mohamd ShoukryFares Fawzi Al-DeekTaylor & Francis Grouparticlespatially weighted accumulated drought index (swadi)regional propagationmeteorological stationsnorthern areas of pakistanOceanographyGC1-1581Meteorology. ClimatologyQC851-999ENTellus: Series A, Dynamic Meteorology and Oceanography, Vol 73, Iss 1, Pp 1-12 (2021) |
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spatially weighted accumulated drought index (swadi) regional propagation meteorological stations northern areas of pakistan Oceanography GC1-1581 Meteorology. Climatology QC851-999 |
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spatially weighted accumulated drought index (swadi) regional propagation meteorological stations northern areas of pakistan Oceanography GC1-1581 Meteorology. Climatology QC851-999 Rizwan Niaz Xiang Zhang Zulfiqar Ali Ijaz Hussain Muhammad Faisal Elsayed Elsherbini Elashkar Jameel Ahmad Khader Sadaf Shamshoddin Soudagar Alaa Mohamd Shoukry Fares Fawzi Al-Deek A new propagation-based framework to enhance competency in regional drought monitoring |
description |
Drought is considered a regional phenomenon that usually covers large territorial extensions. It can occur anywhere in the world with severe impacts on water resources and socioeconomic activities. Therefore, it is compulsory to develop reliable tools and execute national plans based on the preeminent information and characterization of drought. There are numerous drought monitoring tools available in the literature to handle spatial and temporal behavior of the drought for regional forecasting and early warning mitigation policies. Standardized Drought Indices (SDI) are frequently used for drought characterization and comparing climatic characteristics of the regions. However, analyzing the spatiotemporal dynamics of the region requires more reliable methods and procedures for drought monitoring. In this perspective, the present study proposes a novel procedure for monitoring drought at a regional level: The Regional Propagation Spatially Weighted Accumulated Drought Index (RPSWADI). The first phase of the proposed procedure is intended to accumulate information from various meteorological stations placed in the homogenous region. In the second phase, accumulated information is used to propagate a new drought index. The proposed procedure is validated on six homogenous meteorological stations of the Northern areas of Pakistan. Furthermore, the commonly used standardized drought indices are used to observe the performance of the proposed procedure. The choice of the indices depends on the climatic conditions of the specific region and will be quantified accordingly. Results show that the RPSWADI can incorporate the spatiotemporal structure of various time series in various stations. |
format |
article |
author |
Rizwan Niaz Xiang Zhang Zulfiqar Ali Ijaz Hussain Muhammad Faisal Elsayed Elsherbini Elashkar Jameel Ahmad Khader Sadaf Shamshoddin Soudagar Alaa Mohamd Shoukry Fares Fawzi Al-Deek |
author_facet |
Rizwan Niaz Xiang Zhang Zulfiqar Ali Ijaz Hussain Muhammad Faisal Elsayed Elsherbini Elashkar Jameel Ahmad Khader Sadaf Shamshoddin Soudagar Alaa Mohamd Shoukry Fares Fawzi Al-Deek |
author_sort |
Rizwan Niaz |
title |
A new propagation-based framework to enhance competency in regional drought monitoring |
title_short |
A new propagation-based framework to enhance competency in regional drought monitoring |
title_full |
A new propagation-based framework to enhance competency in regional drought monitoring |
title_fullStr |
A new propagation-based framework to enhance competency in regional drought monitoring |
title_full_unstemmed |
A new propagation-based framework to enhance competency in regional drought monitoring |
title_sort |
new propagation-based framework to enhance competency in regional drought monitoring |
publisher |
Taylor & Francis Group |
publishDate |
2021 |
url |
https://doaj.org/article/6809120bc92447279190bb0825eb62fb |
work_keys_str_mv |
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1718404996453629952 |