Observed trends and variability of seasonal and annual precipitation in Pakistan during 1960-2016

被引:31
作者
Hussain, Azfar [1 ,2 ]
Cao, Jianhua [3 ]
Ali, Shaukat [4 ]
Muhammad, Sher [5 ,6 ]
Ullah, Waheed [7 ]
Hussain, Ishtiaq [8 ]
Akhtar, Mobeen [9 ]
Wu, Xiuqin [1 ,2 ]
Guan, Yinghui [1 ,2 ]
Zhou, Jinxing [1 ,2 ]
机构
[1] Beijing Forestry Univ, Sch Soil & Water Conservat, Jianshui Res Stn, Beijing, Peoples R China
[2] Beijing Forestry Univ, Key Lab State Forestry & Grassland Adm Soil & Wat, Beijing, Peoples R China
[3] Chinese Acad Geol Sci, Inst Karst Geol, Guilin, Peoples R China
[4] Minist Climate Change, Global Change Impact Study Ctr, Islamabad, Pakistan
[5] Int Ctr Integrated Mt Dev ICIMOD, Kathmandu, Nepal
[6] Yunnan Univ, Inst Int Rivers & Ecosecur, Kunming, Yunnan, Peoples R China
[7] Nanjing Univ Informat Sci & Technol, Sch Geog Sci, Collaborat Innovat Ctr Forecast & Evaluat Meteoro, Nanjing, Peoples R China
[8] Chung Yuan Christian Univ, Dept Appl Math, Chungli, Taiwan
[9] Peking Univ, Inst Remote Sensing & GIS, Sch Earth & Space Sci, Beijing, Peoples R China
基金
中国国家自然科学基金;
关键词
homogeneous region; Mann-Kendall test; Pakistan; precipitation trend; Sequential Mann-Kendall test; ASIAN SUMMER MONSOON; MINIMUM TEMPERATURES; CLIMATE EXTREMES; WESTERN HIMALAYA; RAINFALL TRENDS; HINDUKUSH; KARAKORAM; DROUGHT; REGION; ZONES;
D O I
10.1002/joc.7709
中图分类号
P4 [大气科学(气象学)];
学科分类号
0706 ; 070601 ;
摘要
Long-term precipitation monitoring plays a vital role in water resource management and disaster prevention and mitigation. This study assesses spatial and temporal trends in seasonal and annual precipitation in Pakistan between 1960 and 2016 at an interannual scale. The Mann-Kendall (MK) test, Sen's slope (SS) estimator, and Sequential Mann-Kendall (SQMK) test were employed to assess trends. Cluster analysis and L-moment approach were used to identify the homogenous precipitation regions. In general, increasing precipitation trends between 1960 and 2016 were evident. Results indicated increasing precipitation in winter, autumn, summer and annual scale at the rates of 0.20, 2.18, 5.16, and 10.89 mm center dot decade(-1), respectively. In spring, the precipitation trend shows a decreasing trend at -0.67 mm center dot decade(-1). Moreover, a significant decreasing trend occurred in winter in southern Pakistan. The overall increasing trends were more noticeable between 1960 and 1988, compared to the declining precipitation during 1989-2016. SQMK analysis indicates a clear downward trend in most regions during 1989-2016, except in autumn. Annual precipitation has increased topographically except at 500 m and 1,500 m during 1960-2016 with a significant increase of 1.37 mm center dot decade(-1) at elevation <250 m. Results indicate a negative correlation in SS test value with seasonal and annual precipitation with elevation and a positive correlation in winter. The seasonal and annual precipitation trends exhibit increasing and decreasing trends before and after 1990, respectively, in most subregions. The notable finding based on the outcomes of this study is that the whole country observed an increasing trend during 1960-1988, followed by a decreasing trend in during 1989-2016. This decreasing tendency is particularly pronounced between 1985 and 1995, except in autumn. Agriculture production is largely reliant on precipitation in many regions. So, a detailed study of the influence of monsoon trends and large-scale climatic variability controls over Pakistan is vital for improved water resource management in the context of global warming and rising human activity. The results will help policy makers while establishing and updating water-related initiatives and regulations.
引用
收藏
页码:8313 / 8332
页数:20
相关论文
共 97 条
[1]   Tropical Indian Ocean Mediates ENSO Influence Over Central Southwest Asia During the Wet Season [J].
Abid, Muhammad Adnan ;
Ashfaq, Moetasim ;
Kucharski, Fred ;
Evans, Katherine J. ;
Almazroui, Mansour .
GEOPHYSICAL RESEARCH LETTERS, 2020, 47 (18)
[2]  
Adler RF, 2003, J HYDROMETEOROL, V4, P1147, DOI 10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO
[3]  
2
[4]   Shifting of agro-climatic zones, their drought vulnerability, and precipitation and temperature trends in Pakistan [J].
Adnan, Shahzada ;
Ullah, Kalim ;
Gao, Shouting ;
Khosa, Ashfaq H. ;
Wang, Ziqian .
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2017, 37 :529-543
[5]   Characterization of drought and its assessment over Sindh, Pakistan during 1951-2010 [J].
Adnan, Shahzada ;
Ullah, Kalim ;
Gao Shouting .
JOURNAL OF METEOROLOGICAL RESEARCH, 2015, 29 (05) :837-857
[6]   Precipitation Trends over Time Using Mann-Kendall and Spearman's rho Tests in Swat River Basin, Pakistan [J].
Ahmad, Ijaz ;
Tang, Deshan ;
Wang, TianFang ;
Wang, Mei ;
Wagan, Bakhtawar .
ADVANCES IN METEOROLOGY, 2015, 2015
[7]   Spatiotemporal analysis of precipitation variability in annual, seasonal and extreme values over upper Indus River basin [J].
Ahmad, Ijaz ;
Zhang, Fan ;
Tayyab, Muhammad ;
Anjum, Muhammad Naveed ;
Zaman, Muhammad ;
Liu, Junguo ;
Farid, Hafiz Umar ;
Saddique, Qaisar .
ATMOSPHERIC RESEARCH, 2018, 213 :346-360
[8]   Spatial distribution of secular trends in annual and seasonal precipitation over Pakistan [J].
Ahmed, Kamal ;
Shahid, Shamsuddin ;
Chung, Eun-Sung ;
Ismail, Tarmizi ;
Wang, Xiao-Jun .
CLIMATE RESEARCH, 2018, 74 (02) :95-107
[9]   Environmental and economic assessment of rainwater harvesting systems under five climatic conditions of Pakistan [J].
Ali, Shahbaz ;
Zhang, Shouhong ;
Yue, Tongjia .
JOURNAL OF CLEANER PRODUCTION, 2020, 259
[10]   Identifying hotspots cities vulnerable to climate change in Pakistan underCMIP5climate projections [J].
Ali, Shaukat ;
Kiani, Rida S. ;
Reboita, Michelle S. ;
Dan, Li ;
Eum, Hyung-Il ;
Cho, Jaepil ;
Dairaku, K. ;
Khan, Firdos ;
Shreshta, Madan L. .
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2021, 41 (01) :559-581