Spatiotemporal changes in aridity of Pakistan during 1901-2016
被引:74
作者:
Ahmed, Kamal
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Univ Teknol Malaysia, Fac Civil Engn, Johor Baharu 81310, Malaysia
Lasbela Univ Agr Water & Marine Sci, Fac Water Resource Management, Balochistan 90150, PakistanUniv Teknol Malaysia, Fac Civil Engn, Johor Baharu 81310, Malaysia
Ahmed, Kamal
[1
,2
]
Shahid, Shamsuddin
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机构:
Univ Teknol Malaysia, Fac Civil Engn, Johor Baharu 81310, MalaysiaUniv Teknol Malaysia, Fac Civil Engn, Johor Baharu 81310, Malaysia
Shahid, Shamsuddin
[1
]
Wang, Xiaojun
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h-index: 0
机构:
Nanjing Hydraul Res Inst, State Key Lab Hydrol Water Resources & Hydraul En, Nanjing 210029, Jiangsu, Peoples R China
Minist Water Resources, Res Ctr Climate Change, Nanjing 210029, Jiangsu, Peoples R ChinaUniv Teknol Malaysia, Fac Civil Engn, Johor Baharu 81310, Malaysia
Wang, Xiaojun
[3
,4
]
Nawaz, Nadeem
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机构:
Lasbela Univ Agr Water & Marine Sci, Fac Water Resource Management, Balochistan 90150, PakistanUniv Teknol Malaysia, Fac Civil Engn, Johor Baharu 81310, Malaysia
Nawaz, Nadeem
[2
]
Khan, Najeebullah
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机构:
Univ Teknol Malaysia, Fac Civil Engn, Johor Baharu 81310, MalaysiaUniv Teknol Malaysia, Fac Civil Engn, Johor Baharu 81310, Malaysia
Khan, Najeebullah
[1
]
机构:
[1] Univ Teknol Malaysia, Fac Civil Engn, Johor Baharu 81310, Malaysia
[2] Lasbela Univ Agr Water & Marine Sci, Fac Water Resource Management, Balochistan 90150, Pakistan
[3] Nanjing Hydraul Res Inst, State Key Lab Hydrol Water Resources & Hydraul En, Nanjing 210029, Jiangsu, Peoples R China
[4] Minist Water Resources, Res Ctr Climate Change, Nanjing 210029, Jiangsu, Peoples R China
The changing characteristics of aridity over a larger spatiotemporal scale have gained interest in recent years due to climate change. The long-term (1901-2016) changes in spatiotemporal patterns of annual and seasonal aridity during two major crop growing seasons of Pakistan, Kharif and Rabi, are evaluated in this study using gridded precipitation and potential evapotranspiration (PET) data. The UNESCO aridity index was used to estimate aridity at each grid point for all the years between 1901 and 2016. The temporal changes in aridity and its associations with precipitation and PET are evaluated by implementing a moving window of 50 years of data with an 11-year interval. The modified Mann-Kendall (MMK) trend test is applied to estimate unidirectional change by eliminating the effect of natural variability of climate, and Pettitt's test is used to detect year of change in aridity. The results revealed that the climate over 60% of Pakistan (mainly in southern parts) is arid. The spatial patterns of aridity trends show a strong influence of the changes in precipitation on the aridity trend. The increasing trend in aridity (drier) is noticed in the southwest, where precipitation is low during Kharif, while there is a decreasing trend (wetter) in the Rabi season in the region which receives high precipitation due to western disturbances. The annual and Kharif aridity is found to decrease (wetter) at a rate of 0.0001 to 0.0002 per year in the northeast, while Kharif and Rabi aridity are found to increase (drier) at some locations in the south at a rate of -0.0019 to -0.0001 per year. The spatial patterns of aridity changes show a shift from arid to the semi-arid (wetter) climate in annual and Kharif over a large area while showing a shift from arid to hyper-arid (drier) region during Rabi in a small area. Most of the significant changes in precipitation and aridity are observed in the years between 1971 and 1980. Overall, aridity is found to increase (drier) in 0.52 %, 4.44% and 0.52% of the area and decrease (wetter) in 11.75 %, 7.57% and 9.66% of the area for annual, Rabi and Kharif seasons respectively during 1967-2016 relative to 1901-1950.
机构:
Chinese Acad Sci, Inst Atmospher Phys, Beijing 100029, Peoples R China
Chinese Acad Meteorol Sci, State Key Lab Severe Weather, Beijing 100081, Peoples R ChinaCOMSATS Inst Informat Technol CIIT, Dept Meteorol, Islamabad 44000, Pakistan
机构:
Univ Teknol Malaysia, Sch Civil Engn, Fac Engn, Johor Baharu 81310, Malaysia
Lasbela Univ Agr Water & Marine Sci, Fac Water Resource Management, Uthal, Balochistan, PakistanUniv Teknol Malaysia, Sch Civil Engn, Fac Engn, Johor Baharu 81310, Malaysia
Ahmed, Kamal
Shahid, Shamsuddin
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机构:
Univ Teknol Malaysia, Sch Civil Engn, Fac Engn, Johor Baharu 81310, MalaysiaUniv Teknol Malaysia, Sch Civil Engn, Fac Engn, Johor Baharu 81310, Malaysia
Shahid, Shamsuddin
Nawaz, Nadeem
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h-index: 0
机构:
Lasbela Univ Agr Water & Marine Sci, Fac Water Resource Management, Uthal, Balochistan, PakistanUniv Teknol Malaysia, Sch Civil Engn, Fac Engn, Johor Baharu 81310, Malaysia
Nawaz, Nadeem
Khan, Najeebullah
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h-index: 0
机构:
Univ Teknol Malaysia, Sch Civil Engn, Fac Engn, Johor Baharu 81310, MalaysiaUniv Teknol Malaysia, Sch Civil Engn, Fac Engn, Johor Baharu 81310, Malaysia
机构:
UTM, Johor Baharu 81310, Malaysia
Lasbela Univ Agr Water & Marine Sci, Fac Water Resource Management, Balochistan, PakistanUTM, Johor Baharu 81310, Malaysia
Ahmed, Kamal
Shahid, Shamsuddin
论文数: 0引用数: 0
h-index: 0
机构:
UTM, Johor Baharu 81310, MalaysiaUTM, Johor Baharu 81310, Malaysia
Shahid, Shamsuddin
Nawaz, Nadeem
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h-index: 0
机构:
Lasbela Univ Agr Water & Marine Sci, Fac Water Resource Management, Balochistan, PakistanUTM, Johor Baharu 81310, Malaysia
机构:
Lasbela Univ Agr Water & Marine Sci, Fac Water Resource Management, Balochistan, PakistanLasbela Univ Agr Water & Marine Sci, Fac Water Resource Management, Balochistan, Pakistan
Ahmed, Kamal
Shahid, Shamsuddin
论文数: 0引用数: 0
h-index: 0
机构:
Univ Teknol Malaysia, Fac Civil Engn, Johor Baharu 81310, MalaysiaLasbela Univ Agr Water & Marine Sci, Fac Water Resource Management, Balochistan, Pakistan
Shahid, Shamsuddin
Chung, Eun-Sung
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机构:
Seoul Natl Univ Sci & Technol, Dept Civil Engn, Seoul 139743, South KoreaLasbela Univ Agr Water & Marine Sci, Fac Water Resource Management, Balochistan, Pakistan
Chung, Eun-Sung
Ismail, Tarmizi
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机构:
Univ Teknol Malaysia, Fac Civil Engn, Johor Baharu 81310, MalaysiaLasbela Univ Agr Water & Marine Sci, Fac Water Resource Management, Balochistan, Pakistan
Ismail, Tarmizi
Wang, Xiao-Jun
论文数: 0引用数: 0
h-index: 0
机构:
Nanjing Hydraul Res Inst, State Key Lab Hydrol Water Resources & Hydraul En, Nanjing 210029, Jiangsu, Peoples R China
Minist Water Resources, Res Ctr Climate Change, Nanjing 210029, Jiangsu, Peoples R ChinaLasbela Univ Agr Water & Marine Sci, Fac Water Resource Management, Balochistan, Pakistan
机构:
Chinese Acad Sci, Inst Atmospher Phys, Beijing 100029, Peoples R China
Chinese Acad Meteorol Sci, State Key Lab Severe Weather, Beijing 100081, Peoples R ChinaCOMSATS Inst Informat Technol CIIT, Dept Meteorol, Islamabad 44000, Pakistan
机构:
Univ Teknol Malaysia, Sch Civil Engn, Fac Engn, Johor Baharu 81310, Malaysia
Lasbela Univ Agr Water & Marine Sci, Fac Water Resource Management, Uthal, Balochistan, PakistanUniv Teknol Malaysia, Sch Civil Engn, Fac Engn, Johor Baharu 81310, Malaysia
Ahmed, Kamal
Shahid, Shamsuddin
论文数: 0引用数: 0
h-index: 0
机构:
Univ Teknol Malaysia, Sch Civil Engn, Fac Engn, Johor Baharu 81310, MalaysiaUniv Teknol Malaysia, Sch Civil Engn, Fac Engn, Johor Baharu 81310, Malaysia
Shahid, Shamsuddin
Nawaz, Nadeem
论文数: 0引用数: 0
h-index: 0
机构:
Lasbela Univ Agr Water & Marine Sci, Fac Water Resource Management, Uthal, Balochistan, PakistanUniv Teknol Malaysia, Sch Civil Engn, Fac Engn, Johor Baharu 81310, Malaysia
Nawaz, Nadeem
Khan, Najeebullah
论文数: 0引用数: 0
h-index: 0
机构:
Univ Teknol Malaysia, Sch Civil Engn, Fac Engn, Johor Baharu 81310, MalaysiaUniv Teknol Malaysia, Sch Civil Engn, Fac Engn, Johor Baharu 81310, Malaysia
机构:
UTM, Johor Baharu 81310, Malaysia
Lasbela Univ Agr Water & Marine Sci, Fac Water Resource Management, Balochistan, PakistanUTM, Johor Baharu 81310, Malaysia
Ahmed, Kamal
Shahid, Shamsuddin
论文数: 0引用数: 0
h-index: 0
机构:
UTM, Johor Baharu 81310, MalaysiaUTM, Johor Baharu 81310, Malaysia
Shahid, Shamsuddin
Nawaz, Nadeem
论文数: 0引用数: 0
h-index: 0
机构:
Lasbela Univ Agr Water & Marine Sci, Fac Water Resource Management, Balochistan, PakistanUTM, Johor Baharu 81310, Malaysia
机构:
Lasbela Univ Agr Water & Marine Sci, Fac Water Resource Management, Balochistan, PakistanLasbela Univ Agr Water & Marine Sci, Fac Water Resource Management, Balochistan, Pakistan
Ahmed, Kamal
Shahid, Shamsuddin
论文数: 0引用数: 0
h-index: 0
机构:
Univ Teknol Malaysia, Fac Civil Engn, Johor Baharu 81310, MalaysiaLasbela Univ Agr Water & Marine Sci, Fac Water Resource Management, Balochistan, Pakistan
Shahid, Shamsuddin
Chung, Eun-Sung
论文数: 0引用数: 0
h-index: 0
机构:
Seoul Natl Univ Sci & Technol, Dept Civil Engn, Seoul 139743, South KoreaLasbela Univ Agr Water & Marine Sci, Fac Water Resource Management, Balochistan, Pakistan
Chung, Eun-Sung
Ismail, Tarmizi
论文数: 0引用数: 0
h-index: 0
机构:
Univ Teknol Malaysia, Fac Civil Engn, Johor Baharu 81310, MalaysiaLasbela Univ Agr Water & Marine Sci, Fac Water Resource Management, Balochistan, Pakistan
Ismail, Tarmizi
Wang, Xiao-Jun
论文数: 0引用数: 0
h-index: 0
机构:
Nanjing Hydraul Res Inst, State Key Lab Hydrol Water Resources & Hydraul En, Nanjing 210029, Jiangsu, Peoples R China
Minist Water Resources, Res Ctr Climate Change, Nanjing 210029, Jiangsu, Peoples R ChinaLasbela Univ Agr Water & Marine Sci, Fac Water Resource Management, Balochistan, Pakistan