气候和人类活动影响的湿地植被高光谱研究现状与展望
详细信息    查看全文 | 推荐本文 |
  • 英文篇名:Current Situation and Prospect of Wetland Vegetation Affected by Climate and Human Factors Based on Hyper-spectral
  • 作者:张飞
  • 英文作者:ZHANG Fei;School of Resources and Environmental Science,Xinjiang University;Key Laboratory of Oasis Ecology, Xinjiang University;General Institutes of Higher Learning Key Laboratory of Smart City and Environmental Modeling,Xinjiang University;
  • 关键词:湿地土壤 ; 湿地植被 ; 遥感监测
  • 英文关键词:Wetland soil;;Wetland vegetation;;Remote sensing monitoring
  • 中文刊名:XJDZ
  • 英文刊名:Journal of Xinjiang University(Natural Science Edition)
  • 机构:新疆大学资源与环境科学学院;新疆大学绿洲生态教育部重点实验室;新疆大学智慧城市与环境建模普通高校重点实验室;
  • 出版日期:2019-02-15
  • 出版单位:新疆大学学报(自然科学版)
  • 年:2019
  • 期:v.36;No.153
  • 基金:国家自然科学基金(新疆联合基金本地优秀青年培养专项)(U1503302);; 新疆维吾尔自治区天山英才项目(400070010209)资助
  • 语种:中文;
  • 页:XJDZ201901005
  • 页数:10
  • CN:01
  • ISSN:65-1094/N
  • 分类号:29-37+52
摘要
湿地植被拥有强大的生态净化作用,在生态平衡、生态水分、物质能量循环中起到重要作用,它能够综合反映湿地的生境特征.由于气候变化和人类活动导致的水文情势改变与盐分聚集已造成大面积的湿地植被退化,湿地植被面临着不可逆的破坏.本文以湿地为研究对象,分析了近些年来植被高光谱研究的主要成绩和方法,并探讨目前研究中的不足,对将来的研究方向进行了分析.又分别从气候和人类活动等环境因子方面讨论总结了湿地环境效应的主要研究成果.作者认为今后应加强湿地水分和盐分的综合环境效应研究,同时应重视服务于决策和管理的应用研究,提高环境监测和实验分析的技术水平,开发和完善基于RS和GIS空间分析功能的湿地植被高光谱诊断模型,以更精确有效和地评估湿地植被变化所导致的环境影响.
        Wetland plants play an important role in the ecological water, material and energy cycle. It can reflect the wetlands habitat characteristics. However, climate change and human activities have altered regional hydrologic regime and salinity in the wetland. This paper summarized the major achievements and progresses in the research on the vegetation hyperspectral in China and the world. Two aspects of vegetation effects were firstly discussed, including on soil,water as well as farmland/human health, and then the methodologies and models of assessing the water-salt condition environmental effects were introduced.Finally, possible problems and future research focus were discussed. The research should be enhanced on integrated assessment of environmental effect and development of technologies for data collection and modeling.
引文
[1] Kremen C, Cameron A, Moilanen A,et al. Aligning conservation priorities across taxa in Madagascar with high-resolution planning tools[J]. Science, 2008, 320(5873):222–226.
    [2] Cao L, Fox A D. Birds and people both depend on China’s wetlands[J]. Nature, 2009, 460(7252):173.
    [3] Valiela I, Fox S E. Ecology-managing coastal wetlands[J]. Science, 2008, 319(5861):290–291.
    [4]徐翠娟,努尔巴依·阿布都沙力克.艾比湖湿地自然保护区湿地植被研究[J].干旱区资源与环境, 2008, 22(10):106-110.Xu Cuijuan, Nurbayi Abdul Shalik. Study on Wetland Vegetation in Ebinur Lake Wetland Nature Reserve[J]. Journal of Arid Land Resources and Environment, 2008, 22(10):106-110(in Chinese with English abstract)
    [5] Tegart M G, Sheldon G, Griffiths D C,et al. Climate change:the IPCC impacts assessment[M]. Australian Govt. Pub.Service, 1990.
    [6]郑姚闽,张海英,牛振国,等.中国国家级湿地自然保护区保护成效初步评估[J].科学通报, 2012, 57(4):207-230.Zheng Yaozhen,Zhang Haiying,Niu Zhenguo, et al. Preliminary evaluation of conservation effectiveness of China’s national wetland nature reserve[J]. Chinese Science Bulletin, 2012, 57(4):207-230.(in Chinese with English abstract)
    [7] Naumann J C, Young D R, Anderson J E. Spatial variations in salinity stress across a coastal landscape using vegetation indices derived from hyperspectral imagery[J]. Plant Ecology, 2009, 202(2):285-297.
    [8] Hamzeh S, Naseri A A, Alavi P, et al. Estimating salinity stress in sugarcane fields with spaceborne hyperspectral vegetation indices[J]. International Journal of Applied Earth Observation and Geoinformation, 2013, 21:282-290.
    [9] Poss J A, Russell W B, Grieve C M. Estimating yields of salt-and water-stressed forages with remote sensing in the visible and near infrared[J]. Journal of Environmental Quality, 2006, 35(4):1060-71.
    [10]杨晓东,傅德平,袁月,等.新疆艾比湖湿地自然保护区主要植物的种间关系[J].干旱区研究, 2010, 27(2):249-256.Yang Xiaodong, Fu Deping,Yuan Yue.et al.Interspecific relationship of main plants in Ebinur Lake Wetland Nature Reserve,Xinjiang[J]. Arid Zone Research, 2010, 27(2):249-256.(in Chinese with English abstract)
    [11] Munns R. Comparative physiology of salt and water stress[J]. Plant Cell&Environment, 2002, 25(2):239-250.
    [12] Poiani K A, Johnson W C. Global warming and prairie wetlands[J]. Bioscience, 1991, 41(9):611-618.
    [13] Brock T C M, Vierssen W V. Climatic change and hydrophyte-dominated communities in inland wetland ecosystems[J].Wetlands Ecology&Management, 1992, 2(2):37-49.
    [14]傅国斌,李克让.全球变暖与湿地生态系统的研究进展[J].地理研究, 2001, 20(1):120-128.Fu Guobin,Li Keyeng. Research progress on global warming and wetland ecosystems[J]. Geographical Research, 2001, 20(1):120-128.(in Chinese with English abstract)
    [15]张树清,张柏,汪爱华.三江平原湿地消长与区域气候变化关系研究[J].地球科学进展, 2001, 16(6):836-841.Zhang Shuqing,Zhang Bai,Wang Aihua. Relationship between Wetland Growth and Regional Climate Change in Sanjiang Plain[J]. Advances in Earth Science, 2001, 16(6):836-841.(in Chinese with English abstract)
    [16]宋长春.湿地生态系统对气候变化的响应[J].湿地科学, 2003, 1(2):122-127.Song Changchun. Response of Wetland Ecosystem to Climate Change[J]. Journal of Wetland Sciences, 2003, 1(2):122-127.(in Chinese with English abstract)
    [17]陈克林,张小红,吕咏.气候变化与湿地[J].湿地科学, 2003, 1(1):74-77.Chen Kelin,Zhang Xiaohong,Lv Wei. Climate Change and Wetland[J]. Journal of Wetland Science, 2003, 1(1):74-77.(in Chinese with English abstract)
    [18]苏洁琼,王烜.气候变化对湿地景观格局的影响研究综述[J].环境科学与技术,2012,35(4):74-81.Su Jieqiong, Wang Wei. Review of the Impacts of Climate Change on Wetland Landscape Patterns[J]. Environmental Science and Technology, 2012, 35(4):74-81.(in Chinese with English abstract)
    [19]杨一鹏,曹广真,侯鹏,等.城市湿地气候调节功能遥感监测评估[J].地理研究, 2013, 32(1):73-80.Yang Yipen,Cao Guangzhen,Hou Pen, et al. Remote sensing monitoring and evaluation of urban wetland climate regulation function[J]. Geographical Research, 2013, 32(1):73-80.(in Chinese with English abstract)
    [20]宋长春,宋艳宇,王宪伟,等.气候变化下湿地生态系统碳、氮循环研究进展[J].湿地科学,2018,16(03):424-431.Song Changchun,Song Yanyu, Wang Xianwei,et al. Research progress of carbon and nitrogen cycling in wetland ecosystem under climate change[J]. Wetland Science, 2008,16(03):424-431.(in Chinese with English abstract)
    [21] Larson D L. Effects of climate on numbers of northern prairie wetlands[J]. Climatic Change, 1995, 30(2):169-180.
    [22] Mortsch L, Qusnn F. Climate change scenarios for Great lake basin ecosystem studies[J]. Limnology and oceanography,1996, 41(5):903-911.
    [23]刘春兰,谢高地,肖玉.气候变化对白洋淀湿地的影响[J].长江流域资源与环境,2007,16(2):245-250.Liu Chunlan,Xie Gaodi,Xiao Yu. Impact of climate change on baiyangdian wetland[J]. Resources and Environment of the Yangtze River Basin, 2007, 16(2):245-250.(in Chinese with English abstract)
    [24]雷茵茹,崔丽娟,李伟.湿地气候变化适应性策略概述[J].世界林业研究, 2016, 29(1):36-40.Lei Yinru,Cui Lijuan,Li Wei. strategies for wetland climate change adaptation[J]. World Worestry Research, 2016, 29(1):36-40.(in Chinese with English abstract)
    [25]王豫,赵小艳,李艳春,等.宁夏平原湿地面积动态演变对局地气候效应的影响[J].生态环境学报,2018,27(07):1251-1259.Wang Yu,Zhao Xiaoyan,Li Yanchun,et al. Influence of wetland area dynamic evolution on local climate effect in ningxia plain[J]. Journal of Ecological Environment, 2008,27(07):1251-1259.(in Chinese with English abstract)
    [26] Gilvear D J, Mcinnes R J. Wetland Hydrological Vulnerability and the Use of Classification Procedures:a Scottish Case Study[J]. Journal of Environmental Management, 1994, 42(4):403-414.
    [27]李秀娟,赵庚星,刘洪义,等.黄河清水沟改道以来河口新生湿地动态监测研究[J].自然资源学报, 2006, 21(2):327-332.Li Xiujuan,Zhao Gengxing,Liu Hongyi,et al. Dynamic monitoring of newborn wetlands in the estuary of the Yellow River since the ditch diversion[J]. Journal of Natural Resources, 2006, 21(2):327-332.(in Chinese with English abstract)
    [28]李丽纯,陈家金,陈惠,等.闽江口湿地的气候变化及其对生态环境的影响[J].中国农学通报, 2009, 25(17):245-249.Li Lichun,Chen Jiajin,Chen Hui, et al. Climate change of minjiang estuary wetland and its impact on ecological environment[J]. Chinese Journal of Agronomy, 2009, 25(17):245-249.(in Chinese with English abstract)
    [29]李凤霞,常国刚,肖建设,等.黄河源区湿地变化与气候变化的关系研究[J].自然资源学报, 2009, 24(4):683-689.Li Fengxia,Chang Guogang,Xiao Jianshe,et al. Relationship between wetland change and climate change in the source region of the Yellow River[J]. Journal of Natural Resources, 2009, 24(4):683-689.(in Chinese with English abstract)
    [30]房用,王淑军,刘磊,等.黄河三角洲不同人工干扰下的湿地群落种类组成及其成因[J].东北林业大学学报,2009,37(7):67-70.Fang Yong,Wang Shujun,Liu Lei, et al. Species composition and genesis of wetland communities under different artificial disturbances in the Yellow River Delta[J]. Journal of Northeast Forestry University, 2009, 37(7):67-70.(in Chinese with English abstract)
    [31]崔桢,章光新,张蕾,等.基于白鹤生境需求的湿地生态水文调控研究——以莫莫格国家级自然保护区白鹤湖为例[J].湿地科学,2018,16(04):509-516.Cui Wei, Zhang Guangxin,Zhang Lei, et al. Study on Wetland Ecological Hydrological Regulation Based on White Crane Habitat Demand——Taking Baihe Lake in Momoge National Nature Reserve as an Example[J]. Wetland Science,2018,16(04):509-516.(in Chinese with English abstract)
    [32]王慧亮,王学雷,厉恩华.气候变化对洪湖湿地的影响[J].长江流域资源与环境,2010,19(6):653-658.Wang Huiliang,Wang Xuelei,Li Enhua. Impact of climate change on honghu wetland[J]. Resources and Environment of the Yangtze River Basin, 2010, 19(6):653-658.(in Chinese with English abstract)
    [33] Wu Wenting,Zhou Yunxuan,Tian Bo. Coastal wetlands facing climate change and anthropogenic activities:A remote sensing analysis and modelling application[J]. Ocean and Coastal Management,2017.
    [34]孙砳石,柏林,刘艳,等.气候变化对扎龙湿地景观破碎化过程的影响[J].湿地科学与管理,2018,14(03):40-44.Sun Yushi,Ber Lin,Liu Yan, et al. The Impact of Climate Change on the Fragmentation Process of Zhalong Wetland Landscape[J]. Wetland Science and Management, 2018,14(03):40-44.(in Chinese with English abstract)
    [35]吕宪国.中国湿地与湿地研究[M].石家庄:河北科学技术出版社,2008.Lu Xianguo. Research on Wetland and Wetland in China[M]. Shijiazhuang:Hebei Science and Technology Press, 2008.(in Chinese with English abstract)
    [36] Liu H, Zhang S, Li Z, et al. Impacts on wetlands of large-scale land-use changes by agricultural development:the Small Sanjiang Plain, China[J]. Ambio A Journal of the Human Environment, 2004, 33(33):306-10.
    [37] Seto K C, Fragkias M. Mangrove conversion and aquaculture development in Vietnam:A remote sensing-based approach for evaluating the Ramsar Convention on Wetlands[J]. Global Environmental Change, 2007, 17(3–4):486–500.
    [38] Wang Z, Huang N, Luo L, et al. Shrinkage and fragmentation of marshes in the West Songnen Plain, China, from 1954to 2008 and its possible causes[J]. International Journal of Applied Earth Observation&Geoinformation, 2011, 13(3):477-486.
    [39] Wang Z, Song K, Ma W, et al. Loss and Fragmentation of Marshes in the Sanjiang Plain, Northeast China, 1954–2005[J].Wetlands, 2011, 31(5):945-954.
    [40] Song K, Wang Z, Lin L,et al. Wetlands shrinkage, fragmentation and their links to agriculture in the Muleng–Xingkai Plain,China[J]. Journal of Environmental Management, 2012, 111(6):120-132.
    [41] Li A, Wu J, Huang J. Distinguishing between human-induced and climate-driven vegetation changes:A critical application of RESTREND in inner Mongolia[J]. Landscape Ecology, 2012, 27(7):969-982.
    [42]沃晓棠.人类活动对扎龙湿地自然保护区的影响及建议[J].现代化农业,2015,6(431):31-32.Wo Xiaotang. Impacts and Suggestions of Human Activities on Zhalong Wetland Nature Reserve[J]. Modern Agriculture,2015, 6(431):31-32.(in Chinese with English abstract)
    [43] Zhang J F, Sun Q X. Causes of Wetland Degradation and Ecological Restoration in the Yellow River Delta Region[J].Forestry Studies in China, 2005, 7(2):15-18.
    [44]徐玲玲,张玉书,陈鹏狮,等.近20年盘锦湿地变化特征及影响因素分析[J].自然资源学报,2009,24(3):483-490.Xu Lingling,Zhang Yushu, Chen Pengshi, et al. Analysis of variation characteristics and influencing factors of Panjin wetland in recent 20 years[J]. Journal of Natural Resources, 2009, 24(3):483-490.(in Chinese with English abstract)
    [45] Ren L, Yue W, Jialin L I. Impact of economic development on wetlands in Hangzhou Bay Industrial Belt[J]. Journal of Geographical Sciences, 2010, 20(3):406-416.
    [46] An S, Li H, Guan B, et al. China’s natural wetlands:past problems, current status, and future challenges[J]. Ambio A Journal of the Human Environment, 2007, 36(4):335-42.
    [47] Zhang J, Ma K, Fu B. Wetland loss under the impact of agricultural development in the Sanjiang Plain, NE China[J].Environmental Monitoring&Assessment, 2009, 166(1-4):139-48.
    [48]宫鹏,牛振国,程晓,等.中国1990和2000基准年湿地变化遥感[J].中国科学:地球科学,2010,40(6):768-775.Gong Peng,Niu Zhenguo,Cheng Xiao, et al. Remote Sensing of Wetland Changes in China’s 1990 and 2000 Base Years[J].Science in China:Earth Sciences, 2010, 40(6):768-775.(in Chinese with English abstract)
    [49] Wang Z, Wu J, Madden M, et al. China’s Wetlands:Conservation Plans and Policy Impacts[J]. Ambio A Journal of the Human Environment, 2012, 41(7):782-6.
    [50]张猛,曾永年.长株潭城市群湿地景观时空动态变化及驱动力分析[J].农业工程学报,2018,34(01):241-249.Zhang Meng, Zeng Yongnian. Spatiotemporal dynamics and driving force analysis of the wetland landscape of ChangshaZhuzhou-Xiangtan urban agglomeration[J]. Transactions of the Chinese Society of Agricultural Engineering,2018,34(01):241-249.(in Chinese with English abstract)
    [52] Holland C C, Honea J E, Gwin S E,et al. Wetland degration and loss in the rapidly urbanizing area of Portland, Oregon[J].Wetlands, 1995, 15(4):336-345.
    [52] Kentula M E, Gwin S E, Pierson S M. Tracking changes in wetlands with urbanization:Sixteen years of experience in Portland, Oregon, USA[J]. Wetlands, 2004, 24(4):734-743.
    [53] Lee S Y, Dunn R J K, Young R A, et al. Impact of urbanization on coastal wetland structure and function[J]. Austral Ecology, 2006, 31(2):149–163.
    [54] Clark R N, Gallagher A J, Swayze G A. Material absorption band depth mapping of imaging spectrometer data using a complete band shape least-squares fit with library reference spectra[C]//Proceedings of the 2nd Airborne Visible Infrared Imaging Spectrometer(AVIRIS)Workshop. Jet Propulsion Laboratory, Publication. 1990.
    [55] Kokaly R F. Investigating a Physical Basis for Spectroscopic Estimates of Leaf Nitrogen Concentration[J]. Remote Sensing of Environment, 2001, 75(2):153-161.
    [56]范学炜,高瑞萍,张汉德.基于成像高光谱数据的高低潮位线提取方法研究[J].海洋科学进展,2006,24(4):561-567.Fan Xuewei,Gao Ruiping,Zhang Hande. Research on Extraction Method of High and Low Tide Bit Lines Based on Imaging Hyper-spectral Data[J]. Progress in Marine Science, 2006, 24(4):561-567.(in Chinese with English abstract)
    [57]梁尧钦,曾辉.高光谱遥感在植被特征识别研究中的应用[J].世界林业研究,2009,22(1):41-47.Liang Yuqin,Zeng Hui. Application of Hyper-spectral Remote Sensing in Vegetation Feature Recognition Research[J].World Forestry Research, 2009, 22(1):41-47.(in Chinese with English abstract)
    [58] Becker B L, Lusch D P, Qi J. Identifying optimal spectral bands from in situ measurements of Great Lakes coastal wetlands using second-derivative analysis[J]. Remote Sensing of Environment, 2005, 97(2):238-248.
    [59] Yuan L, Zhang L. Identification of the spectral characteristics of submerged plant Vallisneria spiralis[J]. Acta Ecologica Sinica, 2006, 26(4):1005-1010.
    [60] Becker B L, Lusch D P, Qi J. A classification-based assessment of the optimal spectral and spatial resolutions for GreatLakes coastal wetland imagery[J]. Remote Sensing of Environment, 2007, 108(1):111-120.
    [61]郎爱军.航空多光谱数据与地面光谱数据之间相关性研究[J].中国环境遥感,1992,7(3):227-237.Lang Aijun. Correlation between Air Multispectral Data and Ground Spectral Data[J]. China Environmental Remote Sensing, 1992, 7(3):227-237.(in Chinese with English abstract)
    [62] Neuenschwander A L, Crawford M M, Provancha M J. Mapping of coastal wetlands via hyperspectral AVIRIS data[C]//IEEE International Geosciences and Remote Sensing Symposium Proceedings, USA, 1998.
    [63] Demuro M, Chisholm L. Assessment of Hyperion for characterizing mangrove communities[C]//Proceedings of the AVIRIS2003 workshop. NASA Jet Propulsion Laboratory, Pasadena, California, USA, 2003.
    [64] Hirano A, Madden M, Welch R. Hyperspectral image data for mapping wetland vegetation[J]. Wetlands, 2003, 23(2):436-448.
    [65] Vaiphasa C, Ongsomwang S, Vaiphasa T, et al. Tropical mangrove species discrimination using hyperspectral data:a laboratory study[J]. Estuarine, Coastal and Shelf Science, 2005, 65(1-2):371-379.
    [66] Schmidt K S, Kidmore A K. Spectral discrimination of vegetation types in a coastal wetland[J]. Remote Sensing of Environment, 2003, 85(1):92-108.
    [67] Wang C, Menenti M, Stoll M P, et al. Mapping mixed vegetation communities in salt marshes using airborne spectral data[J]. Remote Sensing of Environment, 2007, 107(4):559-570.
    [68]高占国,张利权.应用间接排序识别盐沼植被的光谱特征:以崇明东滩为例[J].植物生态学报, 2006,30(2):252-260.Gao Zhanguo,Zhang Liquan. Identification of spectral characteristics of salt marsh vegetation by indirect sorting:A case study of Chongming Dongtan[J]. Chinese Journal of Plant Ecology, 2006, 30(2):252-260.(in Chinese with English abstract)
    [69]童庆禧,郑芬兰,王晋年,等.湿地植被成像光谱遥感研究[J].遥感学报, 1997, 1(1):50-57.Tong Qingxi,Zheng Finnish,Wang Jinnian, et al. Remote sensing study of wetland vegetation imaging spectra[J].Journal of Remote Sensing, 1997, 1(1):50-57.(in Chinese with English abstract)
    [70]郭啸川,罗丽娟,陈文惠,等.基于连续统去除法的湿地松叶绿素含量高光谱估算模型[J].吉林师范大学(自然科学版),2012, 33(4):95-101.Guo Xiaochuan,Luo Lijian,Chen Wenhui, et al. Hyper-spectral estimation model of chlorophyll content in pinus hygrodendron[J]. Jilin normal university(natural science edition), 2012, 33(4):95-101.(in Chinese with English abstract)
    [71]刘克,赵文吉,郭逍宇,等.基于湿地植物光谱的水体总氮估测[J].生态学报, 2012, 32(8):2410-2419.Liu Ke,Zhao Wenji,Guo Yuyu, et al. Estimation of total nitrogen in water based on wetland plant spectra[J]. Chinese Journal of Ecology, 2012, 32(8):2410-2419.(in Chinese with English abstract)
    [72]樊哲文,周学林,黄灵光,等.鄱阳湖几种常见湿地植物光谱特征的初步研究[J].江西农业大学学报, 2012, 34(2):334-338.Fan Zhewen,Zhou Xuelin,Huang Lingguang, et al. Preliminary study on spectral characteristics of several common wetland plants in boyang lake[J]. Journal of jiangxi agricultural university, 2012, 34(2):334-338.(in Chinese with English abstract)
    [73]张翼然,宫兆宁,赵文吉.水分环境梯度下野鸭湖湿地典型植物光谱特征分析[J].光谱学与光谱分析,2012, 32(3):743-748.Zhang Yiran,Gong Zhaoning,Zhao Wenji. Spectral characteristics analysis of typical plants in wild duck lake wetland under the gradient of water environment[J]. Spectroscopy and Spectral Analysis, 2012, 32(3):743-748.(in Chinese with English abstract)
    [74]刘克,赵文吉,郭逍宇,等.基于地面实测光谱的湿地植物全氮含量估算研究[J].光谱学与光谱分析, 2012, 32(2):465-471.Liu Ke, Zhao Wenji,Guo Xiaoyu,et al. Estimation of total nitrogen content of wetland plants based on ground measured spectra[J]. Spectroscopy and Spectral Analysis, 2012, 32(2):465-471.(in Chinese with English abstract)
    [75]赵枫,金海龙.艾比湖湿地自然保护区阿其克苏河地下水特征与胡杨生长关系研究[J].干旱区资源与环境, 2011, 25(8):156-160.Zhao Feng,Jin Hailong. Study on the relationship between groundwater characteristics of achicsu river and Euphrates growth in ebinur lake wetland nature reserve[J]. Resources and Environment in Arid Areas, 2011, 25(8):156-160.(in Chinese with English abstract)
    [76]谢正宇,李文华,谢正君,等.艾比湖湿地自然保护区生态系统服务功能价值评估[J].干旱区地理, 2011, 34(3):532-540.Xie Zhengyu, Li Wenhua,Xie Zhengjun,et al. Evaluation of ecosystem service function in Ebinur lake wetland nature reserve[J]. Geography of Arid Areas, 2011, 34(3):532-540.
    [77]李尝君,吕光辉,贡璐,等.艾比湖湿地自然保护区克隆植物群落空间格局及其对水盐胁迫的响应[J].干旱区研究, 2013,30(1):122-128.Li Changjun,Lv Guanghui,Gong Lu, et al. Spatial pattern of clonal plant community and its response to water and salt stress in ebinur lake wetland nature reserve[J]. Research on Arid Areas, 2013, 30(1):122-128.(in Chinese with English abstract)
    [78]杨红飞,李建龙,穆少杰,等.新疆三种主要草地植被类型的高光谱反射特征研究[J].草业学报,2012, 21(6):258-266.Yang Hongfei,Jian Jianlong,Mu Saojie,et al. Study on hyper-spectral reflectance characteristics of three main grassland vegetation types in xinjiang[J]. Acta Grassy Sinica, 2012, 21(6):258-266.(in Chinese with English abstract)

© 2004-2018 中国地质图书馆版权所有 京ICP备05064691号 京公网安备11010802017129号

地址:北京市海淀区学院路29号 邮编:100083

电话:办公室:(+86 10)66554848;文献借阅、咨询服务、科技查新:66554700