Changes of Extreme Precipitation Trends in Pakistan during 1961-2020
2
조회
0
다운로드
0
인용
0
참고문헌
키워드
초록
This study analyzed changes in extreme precipitation trends over Pakistan for the period of 1961-2020. The changes in extreme precipitation trends were compared between two normal climate periods (1961-1990 and 1991-2020) over different precipitation regions of Pakistan. The Mann-Kendall test was applied to validate the trends of extreme precipitation. The changing rate of extreme precipitation trends was measured by Sen’s slope estimator. The results show that the number of heavy precipitation days increased in the Baluchistan plateau, Central plains, and Core monsoon regions for the period of 1961-1990 while decreased in the Southern desert regions in the period 1991-2020. The very heavy precipitation days increased in the Central plain, Muree Hills, Potwar, and Upper Indus pain regions during the period of 1991-2020. The decreasing trends of annual precipitation on wet days were analyzed in the Upper Indus Plain, Potwar, and Central Plains regions of the country. An increase in the number of five consecutive days was observed in the Potwar region, while it decreased in the Southern desert regions of the country during the period of 1991-2020. The analysis showed a significant increase in the intensity of extreme precipitation over the Northwestern mountainous, Muree Hills, and Central Plains regions of the country over the last three decades. Overall, the intensity of all extreme precipitation indices (R10, R20, PRCPTOT, and RX5) increased with greater tendency over the Northwestern mountain and Central plain regions while decreased in the Northwestern Baluchistan plateau and Southwestern regions of Quetta during the period of 1991-2020 compared to 1961-1990.
Abstract
This study analyzed changes in extreme precipitation trends over Pakistan for the period of 1961-2020. The changes in extreme precipitation trends were compared between two normal climate periods (1961-1990 and 1991-2020) over different precipitation regions of Pakistan. The Mann-Kendall test was applied to validate the trends of extreme precipitation. The changing rate of extreme precipitation trends was measured by Sen’s slope estimator. The results show that the number of heavy precipitation days increased in the Baluchistan plateau, Central plains, and Core monsoon regions for the period of 1961-1990 while decreased in the Southern desert regions in the period 1991-2020. The very heavy precipitation days increased in the Central plain, Muree Hills, Potwar, and Upper Indus pain regions during the period of 1991-2020. The decreasing trends of annual precipitation on wet days were analyzed in the Upper Indus Plain, Potwar, and Central Plains regions of the country. An increase in the number of five consecutive days was observed in the Potwar region, while it decreased in the Southern desert regions of the country during the period of 1991-2020. The analysis showed a significant increase in the intensity of extreme precipitation over the Northwestern mountainous, Muree Hills, and Central Plains regions of the country over the last three decades. Overall, the intensity of all extreme precipitation indices (R10, R20, PRCPTOT, and RX5) increased with greater tendency over the Northwestern mountain and Central plain regions while decreased in the Northwestern Baluchistan plateau and Southwestern regions of Quetta during the period of 1991-2020 compared to 1961-1990.
참고문헌 (41)
- Abbas, F., "Changes in precipitation extremes over arid to semiarid and subhumid Punjab, Pakistan", Theoretical and Applied Climatology, 116(3), pp.671~680 (2014)
- Abbas, F., "Prevailing trends of climatic extremes across Indus-Delta of Sindh-Pakistan", Theoretical and Applied Climatology, 131(3), pp.1101~1117 (2018)
- Abbas, S., "Evaluating changes in seasonal precipitation trends over Pakistan", Journal of Climate Research, 17(3), pp.217~231 (2022)
- Abbas, S., "A review of studies on changes in precipitation features over Pakistan", Journal of Climate Research, 16(4), pp.347~380 (2021)
- Abbas, S., "Spatial-temporal seasonal variability of extreme precipitation under warming climate in Pakistan", Atmosphere, 14(2), pp.210~ (2023)
- Afzal, M., "Influence of North Atlantic oscillations and Southern oscillations on winter precipitation of Northern Pakistan", Pakistan Journal of Meteorology, 9(18), pp.1~8 (2013)
- Ahmed, F., "Impact of jet stream and associated mechanisms on winter precipitation in Pakistan", Meteorology and Atmospheric Physics, 132(2), pp.225~238 (2020)
- Ali, G., "Spatial-temporal characterization of rainfall in Pakistan during the past half-century(1961-2020)", Scientific Report, 11(1), pp.1~15 (2021)
- Ali, S., "Assessment of climate extremes in future projections downscaled by multiple statistical downscaling methods over Pakistan", Atmospheric Research, 222, pp.114~133 (2019)
- Bhatti, A. S., "Trend in extreme precipitation indices based on long term in situ precipitation records over Pakistan", Water, 12(3), pp.797~ (2020)
- Eckstein, D., "Global Climate Risk Index 2020", pp.1~50 (2019), Germanwatch
- Ezaz, G. T., "Spatiotemporal changes of precipitation extremes in Bangladesh during 1987-2017 and their connections with climate changes, climate oscillations, and monsoon dynamics", Global and Planetary Change, 208, pp.103712~ (2022)
- Gocic, M., "Spatio-temporal patterns of precipitation in Serbia", Theoretical and Applied Climatology, 117, pp.419~431 (2014)
- Hunt, K. M., "Extreme daily rainfall in Pakistan and north India : Scale interactions, mechanisms, and precursors", Monthly Weather Review, 146(4), pp.1005~1022 (2018)
- Hussain, M. S., "A classification of rainfall regions in Pakistan", Journal of the Korean Geographical Society, 44(5), pp.605~623 (2009)
- Hussain, M. S., "The regional and the seasonal variability of extreme precipitation trends in Pakistan", Asia-Pacific Journal of Atmospheric Sciences, 49(4), pp.421~441 (2013)
- Hussain, M. S., "On the relationship between Indian Ocean Dipole events and the precipitation of Pakistan", Theoretical and Applied Climatology, 130(1), pp.673~685 (2017)
- Ikram, F., "Past and future trends in frequency of heavy rainfall events over Pakistan", Pakistan Journal of Meteorology, 12(24), pp.57~78 (2016)
- Climate Change 2013: The Physical Science Basis. Contribution of Working Group I to the Fifth Assessment Report of IPCC the Intergovernmental Panel on Climate Change, "IPCC(Intergovernmental Panel on Climate Change)", Cambridge Univ Press, ~ (2013)
- Iqbal, M. F., "Validation of satellite-based precipitation over diverse topography of Pakistan", Atmospheric Research, 201, pp.247~260 (2018)
- Iqbal, Z., "Spatial distribution of the trends in precipitation and precipitation extremes in the sub-Himalayan region of Pakistan", Theoretical and Applied Climatology, 137(3), pp.2755~2769 (2019)
- Khan, F., "Climate change and spatio-temporal trend analysis of climate extremes in the homogeneous climatic zones of Pakistan during 1962-2019", Plos one, 17(7), pp.e0271626~ (2022)
- Khan, F., "Twenty-first century climate extremes’ projections and their spatio-temporal trend analysis over Pakistan", Journal of Hydrology : Regional Studies, 45, pp.101295~ (2023)
- Global Climate Risk Index 2017. Who Suffers Most from Extreme Weather Events? Weather-Related Loss Events in 2015 and 1996 to 2015, "Kreft, S.", ~ (2015)
- Latif, M., "Determination of summer monsoon onset and its related large-scale circulation characteristics over Pakistan", Theoretical and Applied Climatology, 125(3), pp.509~520 (2016)
- Latif, Y., "Spatial analysis of precipitation time series over the Upper Indus Basin", Theoretical and Applied Climatology, 131(1), pp.761~775 (2018)
- Lin, L., "CAM6 simulation of mean and extreme precipitation over Asia : sensitivity to upgraded physical parameterizations and higher horizontal resolution", Geoscientific Model Development, 12(8), pp.3773~3793 (2019)
- Midhuna, T. M., "Impact of arctic oscillation on Indian winter monsoon", Meteorology and Atmospheric Physics, 131(4), pp.1157~1167 (2019)
- Muzammil, H., "The impacts of climate change on monsoon flood situations in Pakistan", Environmental Sciences Proceedings, 25(1), pp.1~9 (2023)
- Nayak, S., "Exploring the future rainfall characteristics over India from large ensemble global warming experiments", Climate, 11(5), pp.94~ (2023)
- Ongoma, V., "Future changes in climate extremes over Equatorial East Africa based on CMIP5 multimodel ensemble", Natural Hazards, 90(2), pp.901~920 (2018)
- Otto, F. E., "Climate change increased extreme monsoon rainfall, flooding highly vulnerable communities in Pakistan", Environmental Research : Climate, 2(2), pp.025001~ (2023)
- Shen, L., "Changes in population exposure to extreme precipitation in the Yangtze River Delta, China", Climate Services, 27, pp.100317~ (2022)
- Singh, D., "Observed changes in extreme wet and dry spells during the South Asian summer monsoon season", Nature Climate, 24(3), pp.17~56 (2014)
- Sun, Q., "The nonstationary impact of local temperature changes and ENSO on extreme precipitation at the global scale", Climate Dynamics, 49(11), pp.4281~4292 (2017)
- Talchabhadel, R., "Spatio-temporal variability of extreme precipitation in Nepal", International Journal of Climatology, 38(11), pp.4296~4313 (2018)
- u Minallah, M. N., "Station-based profile of extreme rainfall events in Punjab Province of Pakistan during 1981-2014", Journal of Climate Research, 13(2), pp.131~142 (2018)
- Van der Schrier, G., "The 2010Pakistan floods in a future climate", Climatic Change, 148(1), pp.205~218 (2018)
- Xie, H., "Droughts in Pakistan : a spatiotemporal variability analysis using the Standardized Precipitation Index", Water international, 38(5), pp.620~631 (2013)
- Zhang, M., "Greater probability of extreme precipitation under 1.5°C and 2°C warming limits over East-Central Asia", Climatic Change, 162(2), pp.603~619 (2020)
- Zhang, X., "Indices for monitoring changes in extremes based on daily temperature and precipitation data", Wiley Interdisciplinary Reviews : Climate Change, 2(6), pp.851~870 (2011)
