Journal of Geographical Sciences ›› 2019, Vol. 29 ›› Issue (6): 863-876.doi: 10.1007/s11442-019-1633-y
• Special Issue: Water Resources in Beijing-Tianjin-Hebei Region • Next Articles
Jie ZHANG1, Fubao SUN1*(), Wenbin LIU1, Jiahong LIU2, Hong WANG1
Received:
2018-05-12
Accepted:
2018-11-23
Online:
2019-06-25
Published:
2019-07-25
About author:
Author: Zhang Jie, PhD, specialized in climate change and hydrological process. E-mail:
Supported by:
Jie ZHANG, Fubao SUN, Wenbin LIU, Jiahong LIU, Hong WANG. Spatio-temporal patterns of drought evolution over the Beijing-Tianjin-Hebei region, China[J].Journal of Geographical Sciences, 2019, 29(6): 863-876.
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Table 1
Drought classifications using PDSI"
Drought class | PDSI values | Drought class | PDSI values |
---|---|---|---|
Extreme wet | PDSI>4 | Extreme drought | PDSI<-4 |
Severe wet | 3<PDSI≤4 | Severe drought | -4<PDSI≤-3 |
Moderate wet | 2<PDSI≤3 | Moderate drought | -3<PDSI≤-2 |
Mild wet | 1<PDSI≤2 | Mild drought | -2<PDSI≤-1 |
Normal | -1<PDSI≤1 |
Figure 9
Variance decomposition for 10-year PDSI (10-year moving window) from 1982-2013. (a) Total variance, which decreases (-0.052·a-1). (b) Time variance, which decreases (-0.058·a-1). (c) Spatial variance, which increases (0.006·a-1). (d) Comparison between total variance and the frequency of extreme events (PDSI<-2 and PDSI>2)."
[1] |
AghaKouchak A, Cheng L, Mazdiyasni Oet al., 2014. Global warming and changes in risk of concurrent climate extremes: Insights from the 2014 California drought.Geophysical Research Letters, 41(24): 8847-8852.
doi: 10.1002/2014GL062308 |
[2] | Allen R G, Pereira L S, Raes Det al., 1998. Crop evapotranspiration: Guidelines for computing crop water requirements. FAO Irrigation and Drainage Paper 56. Food and Agriculture of the United Nations, Rome. |
[3] | Cai W, Zhang Y, Chen Qet al., 2015. Spatial patterns and temporal variability of drought in Beijing-Tianjin-Hebei metropolitan areas in China.Advances in Meteorology, 1-14. |
[4] |
Chen D, Gao G, Xu Cet al., 2005. Comparison of the Thornthwaite method and pan data with the standard Penman-Monteith estimates of reference evapotranspiration in China.Climate Research, 28(2): 123-132.
doi: 10.3354/cr028123 |
[5] |
Dai A, 2013. Increasing drought under global warming in observations and models.Nature Climate Change, 3(1): 52-58.
doi: 10.1038/nclimate1633 |
[6] |
Diffenbaugh N S, Swain D L, Touma D, 2015. Anthropogenic warming has increased drought risk in California.Proceedings of the National Academy of Sciences, 112(13): 3931-3936.
doi: 10.1073/pnas.1422385112 |
[7] |
Donat M G, Lowry A L, Alexander L Vet al., 2016. More extreme precipitation in the world’s dry and wet regions.Nature Climate Change, 6(5): 508-513.
doi: 10.1038/nclimate2941 |
[8] |
Greve P, Orlowsky B, Mueller Bet al., 2014. Global assessment of trends in wetting and drying over land.Nature Geoscience, 7(10): 716-721.
doi: 10.1038/ngeo2247 |
[9] |
Griffin D, Anchukaitis K J, 2014. How unusual is the 2012-2014 California drought?Geophysical Research Letters, 41(24): 9017-9023.
doi: 10.1002/2014GL062433 |
[10] |
He J, Yang X, Li Jet al., 2015. Spatiotemporal variation of meteorological droughts based on the daily comprehensive drought index in the Haihe River Basin, China.Natural Hazards, 75(2): 199-217.
doi: 10.1007/s11069-014-1158-8 |
[11] |
Huang S, Li P, Huang Qet al., 2017. The propagation from meteorological to hydrological drought and its potential influence factors.Journal of Hydrology, 547: 184-195.
doi: 10.1016/j.jhydrol.2017.01.041 |
[12] | Jones H, Westra R, Sharma A, 2010. Observed relationships between extreme sub-daily precipitation, surface temperature, and relative humidity. Geophysical Research Letters, 37(22). doi: 10.1029/2010GL045081. |
[13] |
Karnieli A, Agam N, Pinker Ret al., 2010. Use of NDVI and land surface temperature for drought assessment: Merits and limitations.Journal of Climate, 23(3): 618-633.
doi: 10.1175/2009JCLI2900.1 |
[14] | Kendall M G, 1975. Rank Correlation Methods. London: Charles Griffin. |
[15] |
Li Z, Chen Y, Yang Jet al., 2014. Potential evapotranspiration and its attribution over the past 50 years in the arid region of Northwest China.Hydrological Processes, 28(3): 1025-1031.
doi: 10.1002/hyp.v28.3 |
[16] |
Liu C, Xia J, 2004. Water problems and hydrological research in the Yellow River and the Huai and Hai river basins of China.Hydrological Processes, 18(12): 2197-2210.
doi: 10.1002/(ISSN)1099-1085 |
[17] |
Mann H B, 1945. Non-parametric test against trend.Econometrika, 13: 245-259.
doi: 10.2307/1907187 |
[18] |
Mishra A K, Singh V P, 2010. A review of drought concepts.Journal of Hydrology, 391(1): 202-216.
doi: 10.1016/j.jhydrol.2010.07.012 |
[19] |
Perry M A, Niemann J D, 2008. Generation of soil moisture patterns at the catchment scale by EOF interpolation.Hydrology and Earth System Sciences Discussions, 12(1): 39-53.
doi: 10.5194/hess-12-39-2008 |
[20] |
Qin Y, Yang D, Lei Het al., 2015. Comparative analysis of drought based on precipitation and soil moisture indices in Haihe basin of North China during the period of 1960-2010.Journal of Hydrology, 526: 55-67.
doi: 10.1016/j.jhydrol.2014.09.068 |
[21] |
Rajah K, O'Leary T, Turner Aet al., 2014. Changes to the temporal distribution of daily precipitation.Geophysical Research Letters, 41(24): 8887-8894.
doi: 10.1002/2014GL062156 |
[22] | Santos J F, Pulido-Calvo I, Portela M M, 2010. Spatial and temporal variability of droughts in Portugal.Water Resources Research, 46(3): 742-750. |
[23] |
Schwalm C R, Anderegg W R, Michalak A Met al., 2017. Global patterns of drought recovery.Nature, 548(7666): 202-205.
doi: 10.1038/nature23021 |
[24] |
Sheffield J, Wood E F, Roderick M L, 2012. Little change in global drought over the past 60 years.Nature, 491(7424): 435-438.
doi: 10.1038/nature11575 |
[25] | Sun F, Roderick M L, Farquhar G Det al., 2010. Partitioning the variance between space and time. Geophysical Research Letters, 37(12). doi: 10.1029/2010GL043323. |
[26] | Sun F, Roderick M L, Farquhar G D, 2012. Changes in the variability of global land precipitation. Geophysical Research Letters, 39(19). doi: 10.1029/2012GL053369. |
[27] |
Sun H, Wang Y, Chen Jet al., 2017. Exposure of population to droughts in the Haihe River Basin under global warming of 1.5 and 2.0°C scenarios.Quaternary International, 453: 74-84.
doi: 10.1016/j.quaint.2017.05.005 |
[28] |
Thornthwaite C W, 1948. An approach toward a rational classification of climate.Geographical Review, 38(1): 55-94.
doi: 10.2307/210739 |
[29] |
Wang H, Chen Y, Pan Yet al., 2015. Spatial and temporal variability of drought in the arid region of China and its relationships to teleconnection indices.Journal of hydrology, 523: 283-296.
doi: 10.1016/j.jhydrol.2015.01.055 |
[30] |
Wang H, He S, 2015. The north China/northeastern Asia severe summer drought in 2014. Journal of Climate, 28(17): 6667-6681.
doi: 10.1175/JCLI-D-15-0202.1 |
[31] |
Wild M, Gilgen H, Roesch Aet al., 2005. From dimming to brightening: Decadal changes in solar radiation at Earth’s surface.Science, 308(5723): 847-850.
doi: 10.1126/science.1103215 |
[32] |
Wu Z, Xu H, Li Yet al., 2018. Climate and drought risk regionalisation in China based on probabilistic aridity and drought index.Science of The Total Environment, 612: 513-521.
doi: 10.1016/j.scitotenv.2017.08.078 |
[33] |
Yang Q, Li M, Zheng Zet al., 2017. Regional applicability of seven meteorological drought indices in China. Science China Earth Sciences, 60(4): 745-760.
doi: 10.1007/s11430-016-5133-5 |
[34] |
Yang Y, McVicar T R, Donohue R Jet al., 2017. Lags in hydrologic recovery following an extreme drought: Assessing the roles of climate and catchment characteristics.Water Resources Research, 53: 4821-4837.
doi: 10.1002/wrcr.v53.6 |
[35] |
Young I R, Zieger S, Babanin A V, 2011. Global trends in wind speed and wave height.Science, 332(6028): 451-455.
doi: 10.1126/science.1197219 |
[36] |
Yu M, Li Q, Hayes M Jet al., 2014. Are droughts becoming more frequent or severe in China based on the standardized precipitation evapotranspiration index: 1951-2010?International Journal of Climatology, 34(3): 545-558.
doi: 10.1002/joc.3701 |
[37] |
Zhai J, Huang J, Su Bet al., 2017. Intensity-area-duration analysis of droughts in China 1960-2013.Climate Dynamics, 48(1/2): 151-168.
doi: 10.1007/s00382-016-3066-y |
[38] |
Zhang J, Sun F, Xu Jet al., 2016. Dependence of trends in and sensitivity of drought over China (1961-2013) on potential evaporation model.Geophysical Research Letters, 43(1): 206-213.
doi: 10.1002/2015GL067473 |
[39] | Zhang L, Wu P, Zhou T, 2017. Aerosol forcing of extreme summer drought over North China. Environmental Research Letters, 12(3). doi: 10.1088/1748-9326/aa5fb3. |
[40] |
Zhang M, He J, Wang Bet al., 2013. Extreme drought changes in Southwest China from 1960 to 2009.Journal of Geographical Sciences, 23(1): 3-16.
doi: 10.1007/s11442-013-0989-7 |
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