Welcome Pratacultural Science,Today is 2025-4-9 Wednesday!
LI W L, CAI D, SU W L, WEI W, ZHU G F, ZHAO Z G, XU J. Dynamic assessment of ecological risk owing to drought in alpine meadows based on SPEI index and GIS technology. Pratacultural Science, 2019, 36(6): 1531-1543 . DOI: 10.11829/j.issn.1001-0629.2018-0278
Citation: LI W L, CAI D, SU W L, WEI W, ZHU G F, ZHAO Z G, XU J. Dynamic assessment of ecological risk owing to drought in alpine meadows based on SPEI index and GIS technology. Pratacultural Science, 2019, 36(6): 1531-1543 . DOI: 10.11829/j.issn.1001-0629.2018-0278

Dynamic assessment of ecological risk owing to drought in alpine meadows based on SPEI index and GIS technology

More Information
  • Corresponding author:

    CAI Dong E-mail: 1944910846@qq.com

  • Received Date: May 03, 2018
  • Accepted Date: September 19, 2018
  • Available Online: June 27, 2019
  • Published Date: May 31, 2019
  • The study of drought risk is a hot topic in environmental research. We selected Gannan Prefecture as the study area and combining GIS spatial analysis and statistical methods, we calculated the standardized precipitation evapotranspiration index (SPEI) from the years 1955 to 2014 in the study area; the SPEI was selected as the optimum time scale for monitoring drought in the alpine meadows of Gannan Prefecture. In addition, based on the SPEI index and drought risk probability model, ecological risk assessment due to drought was conducted. Four major results were observed. 1) SPEI6 is the optimal value for monitoring alpine meadows based on the SPEI index. 2) The results of Morlet continuous wavelet analysis showed that there was a significant " dry–wet” change in the alpine meadow of the study area within a short period of 3–6 years. 3) In terms of spatial distribution, the occurrence of drought in the growing season of the alpine meadows was mainly in the eastern part of Gannan Prefecture in the past 15 years, while the frequency of drought in the western part has been relatively low. Overall, the frequency of drought in the entire study area has gradually reduced over the past 15 years. 4) The areas with a high risk of drought in the future were located in the south of Luqu county and the south of Maqu county, especially around the Maqu wetland. The results of this study can provide a useful reference for related research on the ecological safety of meadow resources.
  • [1]
    NAKICENOVIC N, ALCAMO J, DAVIS G, DE VRIES B, FENHANN J, GAFFIN S, GREGORY K, GRÏ¿½BLER A, TAE Y J, KRAM T, LA ROVERE E, MICHAELIS L, MORI S, MORITA T, PEPPER W, PITCHER H, PRICE L, RIAHI K, ROEHRL A, ROGNER H H, SANKOVSKI A, SCHLESINGER M, SHUKLA P, SMITH S, SWART R, VAN ROOIJEN S, VICTOR N, ZHOU D D. IPCC Special Report on Emissions Scenarios: A special report of Working Group Ⅲ of the Intergovernmental Panel on Climate Change. IPCC.
    [2]
    潘东华, 贾慧聪, 贺原惠子, 尹圆圆, 张万昌. 不同时空尺度旱灾风险评价数字平台的建设. 灾害学, 2018(1): 23-26. doi: 10.3969/j.issn.1000-811X.2018.01.005

    PAN D H, JIA H C, HE Y H Z, YIN Y Y, ZHANG W C. Construction of digital platform of agricultural drought risk assessment in different special and temporal scales of China. Journal of Catastrophology, 2018(1): 23-26. doi: 10.3969/j.issn.1000-811X.2018.01.005
    [3]
    李思诺, 翁白莎, 严登明, 王建伟. SPI和SPEI在阿克苏河流域的适用性分析. 水资源与水工程学报, 2016, 27(1): 101-107.

    LI S N, WENG B S, YAN D M, WANG J W. Applicability analysis of SPI and SPEI in Aksu river basin. Journal of Water Resources & Water Engineering, 2016, 27(1): 101-107.
    [4]
    王林, 陈文. 标准化降水蒸散指数在中国干旱监测的适用性分析. 高原气象, 2014, 33(2): 423-431.

    WANG L, CHEN W. Applicability analysis of standardized precipitation evapotranspiration index in drought monitoring in China. Plateau Meteorology, 2014, 33(2): 423-431.
    [5]
    翁白莎, 严登华. 变化环境下中国干旱综合应对措施探讨. 资源科学, 2010, 32(2): 309-316.

    WENG B S, YAN D H. Integrated strategies for dealing with droughts in changing environment in China. Resources Science, 2010, 32(2): 309-316.
    [6]
    秦鹏程, 姚凤梅, 张佳华, 王林鹏. 基于SPEI指数的近50年东北玉米生长季干旱演变特征. 北京: 中国气象学会年会, 2011.

    QIN P C, YAO F M, ZHANG J H, WANG L P. Evolution characteristics of droughts in the corn growing season in northeast China in recent 50 years based on standardized precipitation evapotranspiration index. Beijing: Annual Meeting of China Meteorological Society, 2011.
    [7]
    徐向阳, 刘俊, 陈晓静. 农业干旱评估指标体系. 河海大学学报(自然科学版), 2001, 29(4): 56-60. doi: 10.3321/j.issn:1000-1980.2001.04.011

    XU X Y, LIU J, CHEN X J. Index system for agricultural drought estimation. Journal of Hohai University (Natural Sciences) , 2001, 29(4): 56-60. doi: 10.3321/j.issn:1000-1980.2001.04.011
    [8]
    李立新, 严登华, 秦天玲, 郝彩莲, 郑晓东. 海河流域1961-2010年干旱化特征及其变化趋势分析. 干旱区资源与环境, 2012, 26(11): 61-67.

    LI L X, YAN D H, QIN T L, HAO C L, ZHENG X D. Drought variation in Haihe river basion from1961 to 2010. Journal of Arid Land Resources and Environment, 2012, 26(11): 61-67.
    [9]
    管晓丹, 郭铌, 黄建平, 葛觐铭, 郑志海. 植被状态指数监测西北干旱的适用性分析. 高原气象, 2008, 27(5): 1046-1053.

    GUAN X D, GUO N, HUANG J P, GE J M, ZHENG Z H. Applicability analysis of VCI to monitoring northwest China drought. Plateau Meteorology, 2008, 27(5): 1046-1053.
    [10]
    王莺, 李耀辉, 赵福年, 胡田田. 基于信息扩散理论的甘肃省农业旱灾风险分析. 干旱气象, 2013, 31(1): 43-48.

    WANG Y, LI Y H, ZHAO F N, HU T T. Risk assessment of agriculture drought disaster in Gansu Province based on information diffusion principle. Journal of Arid Meteorology, 2013, 31(1): 43-48.
    [11]
    XU X, GAO P, ZHU X, GUO W S, DING J F, LI C Y. Estimating the responses of winter wheat yields to moisture variations in the past 35 years in Jiangsu Province of China. PLoS One, 2018, 13(1): e0191217. doi: 10.1371/journal.pone.0191217
    [12]
    MING B, GUO Y Q, TAO H B, WANG P. SPEI_(PM)-based research on drought impact on maize yield in North China Plain. Journal of Integrative Agriculture, 2015, 14(4): 660-669. doi: 10.1016/S2095-3119(14)60778-4
    [13]
    XU K, YANG D, YANG H, YAN S. Spatio-temporal variation of drought in China during 1961-2012: A climatic perspective. Journal of Hydrology, 2015, 526(3): 253-264.
    [14]
    SHE D X, XIA J, SONG J Y, WAN L. Spatio-temporal variation and statistical characteristic of extreme dry spell in Yellow River Basin, China. Theoretical & Applied Climatology, 2013, 112(1-2): 201-213.
    [15]
    宋清洁, 崔霞, 张瑶瑶, 孟宝平, 高金龙, 向宇轩. 基于小型无人机与MODIS数据的草地植被覆盖度研究: 以甘南州为例. 草业科学, 2017, 34(1): 40-50.

    SONG Q J, CUI X, ZHANG Y Y, MENG B P, GAO J L, XIANG Y X. Grassland fractional vegetation cover analysis using small UAVs and MODIS: A case study in Gannan prefecture. Pratacultural Science, 2017, 34(1): 40-50.
    [16]
    马琳雅, 崔霞, 冯琦胜, 梁天刚. 2001-2011年甘南草地植被覆盖度动态变化分析. 草业学报, 2014, 23(4): 1-9.

    MA L Y, CUI X, FENG Q S, LIANG T G. Dynamic changes of grassland vegetation coverage from 2001 to 2011 in Gannan prefecture. Acta Prataculturae Sinica, 2014, 23(4): 1-9.
    [17]
    王伟军, 赵雪雁, 万文玉, 李花, 薛冰. 2000-2014年甘南高原植被覆盖度变化及其对气候变化的响应. 生态学杂志, 2016, 35(9): 2494-2504.

    WANG W J, ZHAO X Y, WAN W Y, LI H, XUE B. Variation of vegetation coverage and its response to climate change in Gannan plateau from 2000 to 2014. Chinese Journal of ecology, 2016, 35(9): 2494-2504.
    [18]
    徐丹丹. 甘南天然草地生态风险评价和预测. 兰州: 兰州大学硕士学位论文, 2011.

    XU D D. Ecological risk assessment and forecast of Gannan rangeland. Master Thesis. Lanzhou: Lanzhou University, 2011.
    [19]
    包延东, 刘长仲. 甘南州天然草原生态环境现状及恢复治理对策. 甘肃畜牧兽医, 2017, 47(3): 108-109.

    BAO Y D, LIU C Z. Current situation of natural grassland ecological environment in Gannan for restoration and control. Journal of Gansu Animal and Veterinary Sciences, 2017, 47(3): 108-109.
    [20]
    杨嘉. 西北地区MODIS植被指数的对比分析. 西安: 西安科技大学硕士学位论文, 2007.

    YANG J. Comparison and evaluation of MODIS vegetation indices in northwest China. Master Thesis. Xi’an: Xi’an University of Science and Technology, 2007.
    [21]
    赵英时.遥感应用分析原理与方法.北京: 科学出版社, 2013.

    ZHAO Y S. Remote Sensing Application Analysis Principles and Methods. Beijing: China Science Press, 2013.
    [22]
    刘玉洁. MODIS遥感信息处理原理与算法. 北京: 科学出版社, 2001.

    LIU Y J. The principle and algorithm of MODIS remote sensing information processing. Beijing: China Science Press, 2001.
    [23]
    王正兴, 刘闯, HUETE A. 植被指数研究进展: 从AVHRR-NDVI到MODIS-EVI. 生态学报, 2003, 23(5): 979-987. doi: 10.3321/j.issn:1000-0933.2003.05.020

    WANG Z X, LIU C, HUETE A. From AVHRR-NDVI to MODIS-EVI: Advances in vegetation index research. Acta Ecologica Sinica, 2003, 23(5): 979-987. doi: 10.3321/j.issn:1000-0933.2003.05.020
    [24]
    王东, 张勃, 安美玲, 张调风, 季定民, 任培贵. 基于SPEI的西南地区近53a干旱时空特征分析. 自然资源学报, 2014, 29(6): 1003-1016.

    WANG D, ZHANG B, AN M L, ZHANG T F, JI D M, REN P G. Temporal and spatial distributions of drought in Southwest China over the past 53 years based on standardized precipitation evapotranspiration index. Journal of Natural Resources, 2014, 29(6): 1003-1016.
    [25]
    史本林, 朱新玉, 胡云川, 杨艳艳. 基于SPEI指数的近53年河南省干旱时空变化特征. 地理研究, 2015, 34(8): 1547-1558.

    SHI B L, ZHU X Y, HU Y C, YANG Y Y. Spatial and temporal variations of drought in Henan province over a 53-year period based on standardized precipitation evapotranspiration index. Geographical Research, 2015, 34(8): 1547-1558.
    [26]
    VICENTESERRANO S M, BEGUERÍA S, LÓPEZMORENO J I. A multiscalar drought index sensitive to global warming: The standardized precipitation evapotranspiration index. Journal of Climate, 2010, 23(7): 1696-1718. doi: 10.1175/2009JCLI2909.1
    [27]
    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. 生态学报, 2015, 35(21): 7097-7107.

    ZHANG Y J, WANG C Y, ZHANG J Q. Analysis of the spatial and temporal characteristics of drought in north China plain based on standardized precipitation evapotranspiration index. Acta Ecologica Sinica, 2015, 35(21): 7097-7107.
    [28]
    陶新娥, 陈华, 许崇育. 基于SPI/SPEI指数的汉江流域1961-2014年干旱变化特征分析. 水资源研究, 2015, 4(5): 404-415.

    TAO X E, CHEN H, XU C Y. Characteristics of drought variations in Hanjiang basin in 1961-2014 based on SPI/SPEI. Journal of Water Resources Research, 2015, 4(5): 404-415.
    [29]
    中国气象局.干旱监测和影响评价业务规定. 北京: 中国气象局, 2005.

    China Meteorological Administration. Evaluation of Effects of Drought Monitoring and Business Rules. Beijing: China Meteorological Administration, 2005.
    [30]
    中华人民共和国国家质量监督检验检疫总局. GB/T20481-2006气象干旱等级.北京: 中国标准出版社, 2006.

    General Administration of Quality Supervision, Inspection and Quarantine of the People’s Republic of China, GB/T20481-2006 Classification of Meteorological Drought Category.Beijing: China Standards Press, 2006.
    [31]
    熊光洁, 张博凯, 李崇银, 尚可政, 王式功. 基于SPEI的中国西南地区1961-2012年干旱变化特征分析. 气候变化研究进展, 2013, 9(3): 192-198. doi: 10.3969/j.issn.1673-1719.2013.03.006

    XIONG G J, ZHANG B K, LI C Y, SHANG K Z, WANG S G. Characteristics of drought variations in southwest China in 1961-2012 based on SPEI. Advance in Climate Change Research, 2013, 9(3): 192-198. doi: 10.3969/j.issn.1673-1719.2013.03.006
    [32]
    张顾炜, 曾刚, 倪东鸿, 周国兵. 西南地区秋季干旱的年代际转折及其可能原因分析. 大气科学, 2016, 40(2): 311-323.

    ZHANG G W, ZENG G, NI D H, ZHOU G B. Decadal shift of autumn drought in southwest China and its possible causes. Chinese Journal of Atmospheric Science, 2016, 40(2): 311-323.
    [33]
    王涛, 霍彦峰, 罗艳. 近300a来天山中西部降水与太阳活动的小波分析. 干旱区研究, 2016, 33(4): 708-717.

    WANG T, HUO Y F, LUO Y. Precipitation and sunspots in the central-west Tianshan Mountains in recent 300 years. Arid Zone Research, 2016, 33(4): 708-717.
    [34]
    王迅. 基于3S技术的甘南地区生态风险评价研究. 兰州: 兰州大学硕士学位论文, 2010.

    WANG X. A study of ecological risk assessment in Gannan based on 3S technology. Master Thesis. Lanzhou: Lanzhou University, 2010.
    [35]
    李自珍, 李维德, 石洪华, 贾晓红. 生态风险灰色评价模型及其在绿洲盐渍化农田生态系统中的应用. 中国沙漠, 2002, 22(6): 617-622. doi: 10.3321/j.issn:1000-694X.2002.06.017

    LI Z Z, LI W D, SHI H H, JIA X H. Gray model for ecological risk assessment and application in salinization oasis agroecosystem. Journal of Desert Research, 2002, 22(6): 617-622. doi: 10.3321/j.issn:1000-694X.2002.06.017
    [36]
    中国暴雨洪水及干旱年鉴编辑委员会. 中国暴雨洪水及干旱年鉴. 北京: 水利电力出版社, 1994.

    Editorial Committee of Chinese Rainstorm flood and Drought Bulletin. Chinese Rainstorm flood and Drought Bulletin. Beijing: Water Resources and Electric Power Press, 1994.
    [37]
    温克刚. 中国气象灾害大典. 北京: 气象出版社, 2006.

    WEN K G. Chinese Meteorological Disaster Dictionary. Beijing: China Meteorological Press, 2006.
    [38]
    姜晓艳, 刘树华, 马明敏, 张菁. 中国东北地区近百年气温序列的小波分析. 气候变化研究进展, 2008, 4(2): 122-125. doi: 10.3969/j.issn.1673-1719.2008.02.012

    JIANG X Y, LIU S H, MA M M, ZHANG J. A Wavelet analysis of the temperature time series in northeast China during the last 100 years. Advances in Climate Change Research, 2008, 4(2): 122-125. doi: 10.3969/j.issn.1673-1719.2008.02.012
    [39]
    王莺, 王劲松, 姚玉璧. 甘肃省河东地区气象干旱灾害风险评估与区划. 中国沙漠, 2014, 34(4): 1115-1124.

    WANG Y, WANG J S, YAO Y B. Assessment and regionalization on meteorological drought disaster risk in the Hedong Area of Gansu Province, China. Journal of Desert Research, 2014, 34(4): 1115-1124.
    [40]
    海香. 重庆市奉节县地质灾害风险评价及防灾减灾措施. 重庆: 西南大学硕士学位论文, 2008.

    HAI X. A study on risk assessment about geolodical diasaters and hazard prevention and mitigation measures of Fengjie in Chongqing. Master Thesis. Chongqing: Southwest University, 2008.
    [41]
    杨若子. 东北玉米主要农业气象灾害的时空特征与风险综合评估. 南京: 中国气象科学研究院硕士学位论文, 2015.

    YANG R Z. Spatial-temporal characteristics and comprehensive risk assessment of main agro-meterological hazards for maize in Northeast China. Master Thesis. Nanjing: Chinese Academy of Meteorological Sciences, 2015.

Catalog

    Article views (1705) PDF downloads (40) Cited by()

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return