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Analysis and Application of Drought Characteristics Based on Theory of Runs and Copulas in Yunnan, Southwest China

Drought is a complex natural disaster phenomenon. It is of great significance to analyze the occurrence and development of drought events for drought prevention. In this study, two drought characteristic variables (the drought duration and severity) were extracted by using the Theory of Runs based o...

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Autores principales: Wang, Liping, Zhang, Xingnan, Wang, Shufang, Salahou, Mohamed Khaled, Fang, Yuanhao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7369952/
https://www.ncbi.nlm.nih.gov/pubmed/32605251
http://dx.doi.org/10.3390/ijerph17134654
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author Wang, Liping
Zhang, Xingnan
Wang, Shufang
Salahou, Mohamed Khaled
Fang, Yuanhao
author_facet Wang, Liping
Zhang, Xingnan
Wang, Shufang
Salahou, Mohamed Khaled
Fang, Yuanhao
author_sort Wang, Liping
collection PubMed
description Drought is a complex natural disaster phenomenon. It is of great significance to analyze the occurrence and development of drought events for drought prevention. In this study, two drought characteristic variables (the drought duration and severity) were extracted by using the Theory of Runs based on four drought indexes (i.e., the percentage of precipitation anomaly, the standardized precipitation index, the standardized precipitation evapotranspiration index and the improved comprehensive meteorological drought index). The joint distribution model of drought characteristic variables was built based on four types of Archimedean copulas. The joint cumulative probability and the joint return period of drought events were analyzed and the relationship between the drought characteristics and the actual crop drought reduction area was also studied. The results showed that: (1) The area of the slight drought and the extreme drought were both the zonal increasing distribution from northeast to southwest in Yunnan Province from 1960 to 2015. The area of the high frequency middle drought was mainly distributed in Huize and Zhanyi in Northeast Yunnan, Kunming in Central Yunnan and some areas of Southwest Yunnan, whereas the severe drought was mainly occurred in Deqin, Gongshan and Zhongdian in Northwest Yunnan; (2) The drought duration and severity were fitted the Weibull and Gamma distribution, respectively and the Frank copula function was the optimal joint distribution function. The Drought events were mostly short duration and high severity, long duration and low severity and short duration and low severity. The joint cumulative probability and joint return period were increased with the increase of drought duration and severity; (3) The error range between the theoretical return period and the actual was 0.1–0.4 a. The year of the agricultural disaster can be accurately reflected by the combined return period in Yunnan Province. The research can provide guidelines for the agricultural management in the drought area.
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spelling pubmed-73699522020-07-21 Analysis and Application of Drought Characteristics Based on Theory of Runs and Copulas in Yunnan, Southwest China Wang, Liping Zhang, Xingnan Wang, Shufang Salahou, Mohamed Khaled Fang, Yuanhao Int J Environ Res Public Health Article Drought is a complex natural disaster phenomenon. It is of great significance to analyze the occurrence and development of drought events for drought prevention. In this study, two drought characteristic variables (the drought duration and severity) were extracted by using the Theory of Runs based on four drought indexes (i.e., the percentage of precipitation anomaly, the standardized precipitation index, the standardized precipitation evapotranspiration index and the improved comprehensive meteorological drought index). The joint distribution model of drought characteristic variables was built based on four types of Archimedean copulas. The joint cumulative probability and the joint return period of drought events were analyzed and the relationship between the drought characteristics and the actual crop drought reduction area was also studied. The results showed that: (1) The area of the slight drought and the extreme drought were both the zonal increasing distribution from northeast to southwest in Yunnan Province from 1960 to 2015. The area of the high frequency middle drought was mainly distributed in Huize and Zhanyi in Northeast Yunnan, Kunming in Central Yunnan and some areas of Southwest Yunnan, whereas the severe drought was mainly occurred in Deqin, Gongshan and Zhongdian in Northwest Yunnan; (2) The drought duration and severity were fitted the Weibull and Gamma distribution, respectively and the Frank copula function was the optimal joint distribution function. The Drought events were mostly short duration and high severity, long duration and low severity and short duration and low severity. The joint cumulative probability and joint return period were increased with the increase of drought duration and severity; (3) The error range between the theoretical return period and the actual was 0.1–0.4 a. The year of the agricultural disaster can be accurately reflected by the combined return period in Yunnan Province. The research can provide guidelines for the agricultural management in the drought area. MDPI 2020-06-28 2020-07 /pmc/articles/PMC7369952/ /pubmed/32605251 http://dx.doi.org/10.3390/ijerph17134654 Text en © 2020 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Wang, Liping
Zhang, Xingnan
Wang, Shufang
Salahou, Mohamed Khaled
Fang, Yuanhao
Analysis and Application of Drought Characteristics Based on Theory of Runs and Copulas in Yunnan, Southwest China
title Analysis and Application of Drought Characteristics Based on Theory of Runs and Copulas in Yunnan, Southwest China
title_full Analysis and Application of Drought Characteristics Based on Theory of Runs and Copulas in Yunnan, Southwest China
title_fullStr Analysis and Application of Drought Characteristics Based on Theory of Runs and Copulas in Yunnan, Southwest China
title_full_unstemmed Analysis and Application of Drought Characteristics Based on Theory of Runs and Copulas in Yunnan, Southwest China
title_short Analysis and Application of Drought Characteristics Based on Theory of Runs and Copulas in Yunnan, Southwest China
title_sort analysis and application of drought characteristics based on theory of runs and copulas in yunnan, southwest china
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7369952/
https://www.ncbi.nlm.nih.gov/pubmed/32605251
http://dx.doi.org/10.3390/ijerph17134654
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