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| A Review of Remote Sensing Monitoring and Quantitative Assessment of Aeolian Desertification |
| Kang Wenping1,2, Liu Shulin1 |
1. Key Laboratory of Desert and Desertification, Cold and Arid Regions Environmental and Engineering Research Institute, Chinese Academy of Sciences, Lanzhou 730000, China;
2. University of Chinese Academy of Sciences, Beijing 100049, China |
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Abstract Aeolian desertification is one of the most serious environment-society-economy questions in the world. Depending on the strength of macroscopic, synthesis, abundant information, quickly updated data, remote sensing has become an important data source and technology for monitoring and assessing desertification. In this paper, the research progress in applying remote sensing technology to monitor and assess aeolian desertification was reviewed, some key indicators such as FVC, NPP, RUE, albedo, LST, soil moisture content, and several quantitative methods of extracting aeolian desertification were also discussed, such as the thematic indexes extracting method, artificial neural network (ANN), decomposing mix element, decision tree classification, etc. Finally, lack of current research on indicator system, scale effect and the weakness of information extraction means were pointed out. In addition, to develop multi-indicator and multi-scale comprehensive analysis was put forward as one of study trends in aeolian desertification monitoring and assessment.
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Received: 28 October 2013
Published: 20 September 2014
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Corresponding Authors:
刘树林（Email：liusl@lzb.ac.cn）
E-mail: liusl@lzb.ac.cn
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[1] United Nations Environment Programme.United Nations Convention to Combat Desertification in Countries Experiencing Serious Drought and/or Desertification,Particularly in Africa[R].New York,USA:United Nations,1994.
[2] 王涛.中国沙漠与沙漠化[M].石家庄:河北科学技术出版社,2003:12-18.
[3] Reynolds J F,Grainger A,Smith D M S,et al.Scientific concepts for an integrated analysis of desertification[J].Land Degradation & Development,2011,22(2):166-183.
[4] 王涛,朱震达.我国沙漠化研究的若干问题——1.沙漠化的概念及其内涵[J].中国沙漠,2002,22(3):209-214.
[5] 朱震达,陈广庭.中国土地沙质荒漠化[M].北京:科学出版社,1994:217-230.
[6] 王涛,朱震达.中国沙漠化研究[J].中国生态农业学报,2001,9(2):7-12.
[7] Millennium Ecosystem Assessment.Ecosystems and Human Well-being:Desertification Synthesis[R].Washington,USA:World Resources Institute,2005.
[8] 李亚云,杨秀春,朱晓华,等.遥感技术在中国土地荒漠化监测中的应用进展[J].地理科学进展,2009,28(1):55-62.
[9] Lamprey H F.Report on the Desert Encroachment Reconnaissance in Northern Sudan[R].Khartoum, Sudan:National Council for Research,Ministry of Agriculture,1975.
[10] Jaskolla F,Hirscheider A.Applying remote sensing data in desertification monitoring[J].Desertification Control Bulletin,1990,(18):6-12.
[11] Petersen G W,Counors D F,Miller D A,et al.Aircraft and satellite remote sensing of desert soil and landscape[J].Remote Sensing of Environment,1987,23(2):253-271.
[12] Sommer S,Zucca C,Grainger A,et al.Application of indicator systems for monitoring and assessment of desertification from national to global scales[J].Land Degradation & Development,2011,22:184-197.
[13] Berry L,Ford R B.Recommendations for a System to Monitor Critical Indicators in Areas Prone to Desertification[R].Massachusets,USA:Clark University,1977.
[14] Reining P.Handbook on Desertification Indicators[M].Washington USA:American Association for the Advancement of Science,1978.
[15] FAO,UNEP.Provisional Methodology for Assessment and Mapping of Desertification[M]. Rome,Italy:FAO,1984.
[16] Veron S R,Paruelo J M,Oesterheld M.Assessing desertification[J].Journal of Arid Environments,2006,66:751-763.
[17] 朱震达,刘恕.关于沙漠化的概念及其发展程度的判断[J].中国沙漠,1984,4(3):2-8.
[18] 王一谋.沙漠化遥感数字图像处理试验研究[J].中国沙漠,1989,9(1):137-141.
[19] Tripathy G K,Ghosh T K,Shah S D. Monitoring of desertification process in Karnataka state India using multi-temporal remote sensing and ancillary information using GIS[J].International Journal of Remote Sensing,1996,17:2243-2257.
[20] Alfredo D C,Emilio C,Camarasa A.Satellite remote sensing analysis to monitor desertification processes in the crop-rangeland boundary of Argentina[J].Journal of Arid Environments,2002,52(1):121-133.
[21] 王周龙.沙漠化灾害遥感信息提取技术系统[J].中国沙漠,1993,13(4):14-19.
[22] 吴薇,王熙章,姚发芬.毛乌素沙地沙漠化的遥感监测[J].中国沙漠,1997,17(4):415-420.
[23] 高尚武,王葆芳,朱灵益,等.中国沙质荒漠化土地监测评价指标体系[J].林业科学,1998,34(2):1-10.
[24] 张玉贵.TM影像的计算机屏幕解译和荒漠化监测[J].林业科学研究,1998,11(6):599-606.
[25] 王涛,朱震达.中国沙漠化研究[J].中国生态农业学报,2001,9(2):7-12.
[26] 高志海,魏怀东,丁峰.TM影像荒漠化解译与成图技术研究 [J].遥感技术与应用,2002,17(6):293-298.
[27] 胡光印,董治宝,逯军峰,等.黄河源区1975-2005年沙漠化时空演变及其成因分析[J].中国沙漠,2011,31(5):1079-1082. [28 ]胡光印,董治宝,逯军峰,等.长江源区沙漠化及其景观格局变化研究[J].中国沙漠,2012,32(2):314-322.
[29] Tucker C J,Dregne H E,Newcomb W W.Expansion and contraction of the Sahara Desert from 1980 to 1990[J].Science,1991,253:299-301.
[30] Tanser F C,Palmer A R.The application of remotely sensed diversity index to monitor degradation patterns in a semiarid,heterogeneous,South African landscape[J].Journal of Arid Environments,1999,43(4):477-484.
[31] Tottrup C,Rasmussen M S.Mapping long-term changes in savannah crop productivity in Senegal through trend analysis of time series of remote sensing data[J].Agriculture Ecosystems & Environment,2004,103(3):545-560.
[32] Hill J,Stellmes M,Udelhoven T,et al.Mediterranean desertification and land degradation mapping related land use change syndromes based on satellite observations[J].Global and Planetary Change,2008,64(34):146-157.
[33] 李宝林,周成虎.东北平原西部沙地沙质荒漠化的遥感监测研究[J].遥感学报,2002,6(2):117-122.
[34] 刘爱霞,王长耀,刘正军,等.基于NOAA时间序列数据分析的中国西部荒漠化监测[J].武汉大学学报(信息科学版),2004,29(10):24-927.
[35] Prince S D,Colstoun D,Brown E,et al.Evidence from rain-use efficiencies does not indicate extensive Sahelian desertification[J].Global Change Biology,1998,4(4):359-374.
[36] Liu H J,Zhou C H,Cheng W M,et al.Monitoring sandy desertification of Qtindag Sandy Land based on multi-data remote sensing images[J].Acta Ecologica Sinica,2008,28(2):627-635.
[37] 韩兰英,万信,方峰,等.甘肃河西地区沙漠化遥感监测评估[J].干旱区地理,2013,36(1):131-138.
[38] Reiche M,Funk R,Zhang Z D,et al.Application of satellite remote sensing for mapping wind erosion risk and dust emission-deposition in Inner Mongolia grassland,China[J].Grassland Science,2012,58(1):8-19.
[39] 曾永年,冯兆东,向南平.基于地表定量参数的沙漠化遥感监测方法[J].国土资源遥感,2005,(2):40-44.
[40] 曾永年,冯兆东.黄河源区土地沙漠化时空变化遥感分析[J].地理学报,2007,62(5):529-536.
[41] Eswaran H,Lal R,Reich P F.Land degradation:an overview[M]//Bridges E M,Hannam I D,Oldeman L R.Responses to Land degradation.Enfield,UK:Science Publishers Inc, 2001:20-35.
[42] 董玉祥,刘毅华.土地沙漠化监测指标体系的探讨[J].干旱环境监测,1992,6(3):179-182.
[43] 王君厚,孙司衡.荒漠化类型划分及其数量化评价体系[J].干旱环境监测,1996,10(3):129-137.
[44] 丁国栋.荒漠化评价指标体系的研究——以毛乌素沙区为例[D].北京:北京林业大学,1998.
[45] 王涛,吴薇,王熙章.沙质荒漠化的遥感监测与评价——以中国北方沙质荒漠化区内的实践为例[J].第四纪研究,1998,(2):108-118.
[46] Prince S D.Spatial and temporal scales for detection of desertification[M]//Reynolds J F,Smith D M S.Global Desertification:Do Humans Create Deserts?Berlin,Germany:Dahlem University Press,2002.
[47] 曾永年,向南平,冯兆东,等.Albedo-NDVI特征空间及沙漠化遥感监测指数研究[J].地理科学,2006,26(1):75-77.
[48] 赵英时.遥感应用分析原理[M].北京:科学出版社,2003:362-364.
[49] 杜子涛,占玉林,王长耀,等.基于MODIS NDVI的科尔沁沙地荒漠化动态监测[J].国土资源遥感,2009,(2):14-18.
[50] Mbow C,Fensholt R,Rasmussen K,et al.Can vegetation productivity be derived from greenness in a semi-arid environment?Evidence from ground-based measurements[J].Journal of Arid Environments,2013,97:56-65.
[51] Xu D Y,Kang,X W,Zhuang D F,et al.Multi-Scale quantitative assessment of the relative roles of climate change and human activities in desertification-a case study of the Ordos Plateau,China[J].Journal of Arid Environments,2010,74(4):498-507.
[52] Prince S D,Wessels K J,Tucker C J,et al.Desertification in the Sahel:a reinterpretation of a reinterpretation[J].Global Change Biology,2007,13(7):1308-1313.
[53] Symeonakis E,Drake N.Monitoring desertification and land degradation over Sub-Saharan Africa[J].International Journal of Remote Sensing,2004,25(3):573-592.
[54] Veron S R,Jose M.Desertification alters the response of vegetation to changes in precipitation[J].Journal of Applied Ecology,2010,47:1233 1241.
[55] Sandholt I,Rasmussen K,Andersen J.A simple interpretation of the surface temperature/vegetation index space for assessment of surface moisture status[J].Remote Sensing of Environment,2002,79(2):213-224.
[56] 霍艾迪,康相武,张广军,等.基于MODIS数据的毛乌素沙地土壤水分模型的建立[J].干旱区农业研究,2010,28(7):19-23.
[57] 罗君,许端阳,任红艳.2000—2010年鄂尔多斯地区沙漠化动态及其气候变化和人类活动驱动影响的辨识[J].冰川冻土,2013,35(1):48-56.
[58] 潘竟虎,秦晓娟.基于植被指数-反照率特征空间的沙漠化信息遥感提取——以张掖绿洲及其附近区域为例[J].测绘科学,2010,35(3):193-195.
[59] 段翰晨.基于多源遥感数据的科尔沁沙地沙漠化遥感监测[D].北京:中国科学院大学,2013.
[60] 曾永年,冯兆东.沙质荒漠化遥感监测与环境影响研究进展[J].山地学报,2005,23(2):218-227.
[61] 刘爱霞,王长耀,王静,等.基于MODIS和NOAA/AVHRR的荒漠化遥感监测方法[J].农业工程学报,2007,23(10):145-150.
[62] 王葆芳,刘星晨,王君厚,等.沙质荒漠化土地评价指标体系研究[J].干旱区资源与环境,2004,18(4):23-28.
[63] 马金辉,蔡迪花,肖桐.鄂尔多斯地区沙漠化遥感定量评价[J].兰州大学学报(自然科学版),2007,43(4):1-6.
[64] 吴见,彭道黎.土地沙化遥感信息提取技术研究进展[J].世界林业研究,2009,22(4):47-58.
[65] 孙建国,姜烨,颜长珍.利用专题指数改善沙漠化土地遥感分类精度[J].遥感技术与用,2013,28(4):655-658.
[66] 乔平林,张继贤,林宗坚.基于神经网络的土地荒漠化信息提取方法研究[J].测绘科学,2004,33(1):58-62.
[67] 买买提·沙吾提,塔西甫拉提·特依拜,丁建丽,等.BP神经网络的沙漠化土地信息提取研究[J].干旱区研究,2008,25(5):647-652.
[68] 李晓松,吴波,范文义,等.基于光谱混合分析的荒漠化信息提取——以毛乌素沙地为例[J].林业科学研究,2006,19(2):192-198.
[69] Dawellbait M,Morari F.Monitoring desertification in a savannah region in Sudan using Landsat images and spectral mixture analysis[J].Journal of Arid Environments,2012,80:45-55.
[70] 申文明,王文杰,罗海江,等.基于决策树分类技术的遥感影像分类方法研究[J].遥感技术与应用,2007,22(3):333-338.
[71] Meng X Z,Jiang Q G,Qi X,et al.Extraction of desertification information in Hulun Buir based on MODIS image data[J].Agricultural Science &Technology,2012,13(1):233-237.
[72] 于显双,赵明,陈凤臻,等.基于GIS的北方农牧交错带荒漠化遥感动态监测与成因分析——以内蒙古通辽市为例[J].干旱区资源与环境,2010,24(4):107-111.
[73] 段翰晨,王涛,薛娴,等.基于RS与GIS的科尔沁沙地沙漠化时空演变[J].中国沙漠,2013,33(2):470-477.
[74] 康相武,马欣,吴绍洪.基于景观格局的区域沙漠化程度评价模型构建[J].地理研究,2007,26(2):297-304.
[75] 田丽慧,张登山,胡梦珺,等.1976—2007年青海省刚察县土地沙漠化驱动力分析[J].中国沙漠,2013,33(2):493-500.
[76] 张靖,牛建明,同丽嘎,等.多水平/尺度的驱动力变化与沙漠化之间的关系[J].中国沙漠,2013,33(6):1-11.
[77] Albalawi E K,Kunar L.Using remote sensing technology to detect,model and map desertification:a review[J].Journal of Food,Agriculture & Environment,2013,11(2):791-797.
[78] 明冬萍,王群,杨建宇.遥感影像空间尺度特性与最佳空间分辨率选择[J].遥感学报,2008,12(4):529-537.
[79] Verstraete M,Hutchinson C,Grainger A,et al.Towards a global drylands observing system:observational requirements and institutional solutions[J].Land Degradation & Development,2011,22:198-213.
[80] Reynolds J F,Smith D M S,Lambin E F,et al.Global desertification:building a science for dryland development[J].Science,2007,316(5826):847-851.
[81] 王大鹏,王周龙,李德一,等.荒漠化程度遥感定量化评价中的尺度问题[J].自然灾害学报,2007,16(6):140-144.
[82] 王志波,高志海,王琫瑜,等.基于面向对象方法的沙化土地遥感信息提取技术研究[J].遥感技术与应用,2012,27(5):770-777.
[83] 冯益明,郑冬梅,智长贵,等.面向对象的沙化土地信息提取[J].林业科学,2013,49(1):126-132. |
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2014, Vol. 34 
