[1] 唐敏, 张勃, 张耀宗, 等. 基于SPEI和SPI指数的青海省东部农 业区春夏气象干旱特征的评估[J].自然资源学报,2017,32 (6):1029-1042.[Tang Min, Zhang Bo, ZhangYaozong, et al. Evaluation of meteorological drought characteristics in spring and summer in eastern agricultural region of Qinghai Province based on SPEI and SPI index[J]. Journal of Natural Resources, 2017, 32(6):1029-1042.]
[2] Touma D, Ashfaq M, Nayak M A, et al. A multi-model and multi-index evaluation of drought characteristics in the 21st century[J]. Journal of Hydrology, 2015, 526:196-207.
[3] 张立杰, 李健. 基于SPEI和SPI指数的西江流域干旱多时间尺 度变化特征[J]. 高原气象, 2018, 37(2):560-567[. Zhang Lijie, Li Jian. Characteristics of drought multi-time scale changes in Xijiang River Basin based on SPEI and SPI index[J]. Plateau Meteorology, 2018, 37(2):560-567.]
[4] 马柱国. 1951—2004年我国北方干旱化的基本事实[C]// 中国 水利技术信息中心. 全国旱情监测技术与抗旱减灾措施论文 集, 2009:12[. Ma Zhuguo. Basic Facts of Aridification in Northern China from 1951 to 2004[C]// China Water Conservancy Technology Information Center. Proceedings of National Drought Monitoring Technology and Drought and Disaster Mitigation Measures, 2009:12.]
[5] 宋小园, 朱仲元, 焦玮, 等. 数字滤波法在锡林河基流分割中的 比较与应用[J]. 干旱区地理, 2016, 39(6):1319-1326.[Song Xiaoyuan, Zhu Zhongyuan, JiaoWei, et al. Comparison and application of digital filtering method in the division of Xilin River base Flow[J]. Arid Land Geography, 2016, 39(6):1319- 1326.]
[6] 宋小园. 气候变化和人类活动影响下锡林河流域水文过程响 应研究[D]. 呼和浩特:内蒙古农业大学, 2016[. Song Xiaoyuan. Study on Hydrological Process Response of Xilin River Basin under the Influence of Climate Change and Human Activities [D]. Hohhot:Inner Mongolia Agricultural University, 2016.]
[7] 王素萍, 王劲松, 张强, 等. 多种干旱指数在中国北方的适用性 及 其 差 异 原 因 初 探[J]. 高 原 气 象, 2020, 39(3):628-640. [Wang Suping, Wang Jinsong, Zhang Qiang, et al. Applicability evaluation of drought indices in Northern China and the reasons for their differences[J]. Plateau Meteorology, 2020, 39(3): 628-640.]
[8] 赵兴凯, 李增尧, 朱清科. 基于SPI和SPEI陕北黄土区土壤水 分 对 气 候 特 征 的 响 应[J]. 农 业 机 械 学 报, 2016, 47(8):155-163.[Zhao Xingkai, Li Zengyao, Zhu Qingke. Response of soil moisture to climate characteristics based on SPI and SPEI in the Loess Region of Northern Shaanxi[J]. Journal of Agricultural Machinery, 2016, 47(8):155-163.]
[9] 张强, 张良, 崔显成, 等. 干旱监测与评价技术的发展及其科学 挑战[J]. 地球科学进展,2011,26(7):763-778[. Zhang Qiang, Zhang Liang, Cui Xiancheng, et al. Development and scientific challenges of drought monitoring and evaluation technology[J]. Advance in Earth Sciences, 2011, 26(7):763-778.]
[10]周丹, 张勃, 任培贵, 等. 基于标准化降水蒸散指数的陕西省近 50 a 干旱特征分析[J].自然资源学报, 2014, 29(4):677-688. [Zhou Dan, Zhang Bo, Ren Peigui, et al. Analysis of drought characteristics of Shaanxi Province in the past 50 years based on standardized precipitation evapotranspiration index[J]. Journal of Natural Resources, 2014, 29(4):677-688.]
[11]刘小刚, 冷险险, 孙光照, 等. 基于1961—2100年SPI和SPEI的 云南省干旱特征评估[J]. 农业机械学报, 2018, 49(12): 236-299.[Liu Xiaogang, Leng Xianxian, Sun Guangzhao, et al. Evaluation of drought characteristics in Yunnan Province based on SPI and SPEI from 1961 to 2100[J]. Journal of Agricultural Machinery, 2018, 49(12):236-299.]
[12]秦鹏程, 姚凤梅, 张佳华, 等. 基于SPEI指数的近50年东北玉 米生长季干旱演变特征[C]//第28届中国气象学会年会—S11 气象与现代农业,2011.[Qin Pengcheng, Yao Fengmei, Zhang Jiahua, et al. Drought evolution characteristics of corn growing season in northeast China in the past 50 years based on SPEI index[C]//The 28th Annual Meeting of Chinese Meteorological Society-S11 Meteorology and Modern Agriculture, 2011.]
[13]王东, 张勃, 安美玲, 等. 基于SPEI的西南地区近53 a干旱时空 特征分析[J].自然资源学报, 2014, 29(6):1003-1016.[Wang Dong, Zhang Bo, An Meiling, et al. Analysis of SPEI-based spatial and temporal characteristics of drought in recent 53 years in Southwest China[J]. Journal of Natural Resources, 2014, 29 (6):1003-1016.]
[14]张玉静, 王春乙, 张继权. 基于SPEI指数的华北冬麦区干旱时 空分布特征分析[J].生态学报, 2015, 35(21):7097-7107. [Zhang Yujing, Wang Chunyi, Zhang Jiquan. Analysis on the spatial and temporal distribution characteristics of drought in winter wheat area in North China based on SPEI index[J]. Journal of Ecology, 2015, 35(21):7097-7107.]
[15]徐一丹, 任传友, 马熙达, 等. 基于SPI/SPEI指数的东北地区多 时间尺度干旱变化特征对比分析[J].干旱区研究, 2017, 34 (6):1250-1262.[Xu Yidan, Ren Chuanyou, Ma Xida, et al. Comparative analysis of multi-time scale drought variation characteristics in Northeast China based on SPI/SPEI index[J]. Arid Zone Research, 2017, 34(6):1250-1262.]
[16] 王慧敏, 郝祥云, 朱仲元. 基于干旱指数与主成分分析的干旱 评价——以锡林河流域为例[J]. 干旱区研究, 2019, 36(1): 95-103[. Wang Huimin, Hao Xiangyun, Zhu Zhongyuan. Drought evaluation based on drought index and principal component analysis:Taking Xilin River Basin as an example[J]. Arid Zone Research, 2019, 36(1):95-103.]
[17]Allen R G, Pereira L S, Raes D, et al. Crop Evapotranspiration: Guidelines for Computing Crop Water Requirements, Irrigation and Drainage Paper NO.56[M]. Rome, Italy Allen:Food and Agriculture Organization of the United Nations(FAO), 1998.
[18] 郝祥云, 朱仲元, 宋小园, 等. 近50 a锡林河流域极端天气事件 及其与气候变化的联系[J]. 干旱区资源与环境, 2017, 31(7): 114-120.[Hao Xiangyun, Zhu Zhongyuan, Song Xiaoyuan, et al.Extreme weather events in the Xilin River Basin in the past 50 years and their relationship with climate change[J]. Journal of Arid Land Resources and Environment, 2017, 31(7): 114-120.]
[19]王莺, 李耀辉, 姚玉璧, 等. 石羊河流域地表干湿变化的时空分 布特征[J]. 资源科学, 2013, 35(10):2112-2120[. Wang Ying, Li Yaohui, Yao Yubi, et al. Spatiotemporal distribution of surface dry-wet changes in Shiyang River Basin[J]. Resources Science, 2013, 35(10):2112-2120.]
[20] Zarch M A A, Sivakumar B, Sharma A. Droughts in a warming climate:A global assessment of Standardized Precipitation Index (SPI)and Reconnaissance Drought Index(RDI)[J]. Journal of Hydrology, 2015, 526:183-195.
[21]Vicente-Serrano S M, Begueria S, Lopez-Moreno J I. A multiscalar drought index sensitive to global warming:The standardized precipitation evapotranspiration index[J]. Journal of Climate, 2010, 23(7):1696-1718.
[22]张煦庭, 潘学标, 徐琳, 等. 基于降水蒸发指数的1960—2015年 内蒙古干旱时空特征[J].农业工程学报, 2017, 33(15): 190-199[. Zhang Xuting, Pan Xuebiao, Xu Lin, et al. The spatial and temporal characteristics of drought in Inner Mongolia from 1960 to 2015 based on precipitation evaporation index[J]. Transactions of the Chinese Society of Agricultural Engineering, 2017, 33(15):190-199.]
[23] 王淑红. 渭河支流葫芦河干流径流变化特征及其影响因素分 析研究[D]. 兰州:兰州大学, 2018[. Wang Shuhong. Analysis of Runoff Variation Characteristics and Influencing Factors of the Main Stream of Hulu River in the Weihe River[D]. Lanzhou:Lanzhou University, 2018.]
[24] 仲露, 夏杰, 赵良娟, 等. 基于 Mann-Kendall 突变检验与 ARIMA 模型的臭氧水平预测[J]. 河北北方学院学报(自然科学 版), 2017, 33(11):15-21[. Zhong Lu, Xia Jie, Zhao Liangjuan, et al. Ozone level prediction based on Mann-Kendall mutation test and ARIMA model[J]. Journal of Hebei North University (Natural Science Edition), 2017, 33(11):15-21.]
[25] 王念, 田庆春. 基于 Mann-Kendall 方法的 1954—2015 年临汾 市气候变化特征分析[J]. 现代农业科技, 2019(13):175-178. [Wang Nian, Tian Qingchun. Analysis of climate change characteristics of Linfen city from 1954 to 2015 based on Mann-Kendall method[J]. Modern Agricultural Technology, 2019(13): 175-178.]
[26]金成浩, 韩京龙. 基于Mann-Kendall检验的嘎呀河流域降水变 化 趋 势 及 突 变 分 析[J]. 吉 林 水 利, 2013(12):62-66.[Jin Chenghao, Han Jinglong. Analysis of precipitation change trend and mutation in the Oama River Basin based on Mann-Kendall test[J]. Jilin Water Resources, 2013(12):62-66.]
[27] Pettitt A N. A non-parametric approach to the change-point problem[J]. Applied Statistics, 1979, 28(2):126-135.
[28] 杜波波, 阿拉腾图娅, 包刚. 2002—2016年锡林郭勒草原干旱 时空特征[J].水土保持研究, 2019, 26(4):190-202[. Du Bobo, Alatengtuya, Bao Gang. Characteristics of drought time and space in XilinGol grassland from 2002 to 2016[J]. Soil and Water Conservation Research, 2019, 26(4):190-202.]