柴达木盆地土壤盐渍化程度快速动态监测Research on quick dynamic monitoring of soil salinization in Qaidam Basin
周磊,贺聪聪,吕爱锋,王思宇,罗婷,王娅妮
摘要(Abstract):
针对柴达木盆地土壤盐渍化的时空变化问题,该文采用了反演土壤盐度指数的方法快速评估了该地区的盐渍化程度变化及其空间分布,并且选择2015年利用土壤采样方法获取标本验证SI在研究区的适用性,集成RS技术和GIS空间分析的优势,综合利用空间分析和时序分析技术对柴达木盆地2000—2015年的盐渍化程度和分布面积进行了时空变化分析。研究结果表明了SI值在研究区的适用性,同时发现2000—2015年,柴达木盆地土壤盐渍化的面积和程度整体上均有明显降低趋势,尤其在重度盐渍化区域更为明显,但中、低度积盐面积,程度均有所增加。研究可以为柴达木盆地土壤盐渍化程度的快速评估提供参考。
关键词(KeyWords): 盐渍化;土壤盐度指数;遥感反演;时空变化
基金项目(Foundation): 国家自然科学基金项目(42077439);; 国家重点研发计划课题项目(2018YFC0706003,2017YFC1502402);; 青海省重大科技专项(2019-SF-A4-1);; 青海省自然科学基金项目(2019-ZJ-7020)
作者(Author): 周磊,贺聪聪,吕爱锋,王思宇,罗婷,王娅妮
DOI: 10.16251/j.cnki.1009-2307.2021.07.014
参考文献(References):
- [1]陈俊英,王新涛,张智韬,等.基于无人机-卫星遥感升尺度的土壤盐渍化监测方法[J].农业机械学报,2019,50(12):161-169.(CHEN Junying,WANG Xintao,ZHANG Zhitao,et al.Soil salinization monitoring method based on UAV-satellite remote sensing scaleup[J].Transactions of the Chinese Society for Agricultural Machinery,2019,50(12):161-169.)
- [2]王宏.基于土地利用/覆盖类型的土壤盐渍化敏感性研究[D].乌鲁木齐:新疆大学,2011.(WANG Hong.Assessment of soil salting sensitivity based on land use/cover types[D].Urumqi:Xinjiang University,2011.)
- [3]GUO Shushu,RUAN Benqing,CHEN Haorui,et al.Characterizing the spatiotemporal evolution of soil salinization in Hetao Irrigation District(China)using a remote sensing approach[J].International Journal of Remote Sensing,2018,39(20):6805-6825.
- [4]闵首军,崔松山,陈沁利.土壤盐渍化及其治理措施研究综述[J].中国农业信息,2016(5):108.(MINShoujun,CUI Songshan,CHEN Qinli.The research summary of soil salinization and managemen[J].China Agricultural Information,2016(5):108.)
- [5]焦元波,田夏一,胡宝清.黄河三角洲盐碱地信息遥感提取及动态变化分析:以山东垦利县为例[J].大众科技,2016,18(12):31-34.(JIAO Yuanbo,TIAN Xiayi,HUBaoqing.Dynamic change and remote sensing information extraction of saline land in the Yellow River Delta:a case study in Shandong Kenli County[J].Popular Science&Technology,2016,18(12):31-34.)
- [6]韩霁昌,李晓明.盐碱地利用障碍因子高光谱遥感反演研究[J].光谱学与光谱分析,2013,33(7):1932.(HANJichang,LI Xiaoming.Research on hyperspectral remote sensing inversion of barrier factors in saline-alkaline land use[J].Spectroscopy and Spectral Analysis,2013,33(7):1932.)
- [7]SZYP?OWSKA A,SZEREMENT J,LEWANDOWSKI A,et al.Verification of soil salinity index model based on0.02-3 GHz complex dielectric permittivity spectrum measurements[J].Journal of Hydrology,2019,574:517-528.
- [8]KHAN N M,SATO Y.Environmental land degradation assessment in semi-arid Indus basin area using IRS-1BLISS-II data[C]∥IGARSS 2001.Scanning the Present and Resolving the Future.Proceedings.IEEE 2001International Geoscience and Remote Sensing Symposium(Cat.No.01CH37217).Sydney,NSW,Australia:IEEE,2001:2100-2102.
- [9]KHAN N M,RASTOSKUEV V V,SATO Y,et al.Assessment of hydrosaline land degradation by using a simple approach of remote sensing indicators[J].Agricultural Water Management,2005,77(1/2/3):96-109.
- [10]HONG Yongsheng,GUO Long,CHEN Songchao,et al.Exploring the potential of airborne hyperspectral image for estimating topsoil organic carbon:effects of fractional-order derivative and optimal band combination algorithm[J].Geoderma,2020,365:114228.
- [11]丁艳玲,赵凯,李晓峰,等.吉林西部盐碱地数字图像植被覆盖度的自动提取[J].地球信息科学学报,2013,15(4):618-624.(DING Yanling,ZHAO Kai,LI Xiaofeng,et al.An automatic extraction approach to fractional vegetation cover of saline land with digital images[J].Journal of Geo-Information Science,2013,15(4):618-624.)
- [12]张智韬,魏广飞,姚志华,等.基于无人机多光谱遥感的土壤含盐量反演模型研究[J].农业机械学报,2019,50(12):151-160.(ZHANG Zhitao,WEI Guangfei,YAOZhihua,et al.Soil salt inversion model based on UAVmultispectral remote sensing[J].Transactions of the Chinese Society for Agricultural Machinery,2019,50(12):151-160.)
- [13]冒海霞.土地盐碱化及其治理措施[J].农业科技与信息,2018(6):56-57.(MAO Haixia.Soil salinization and managemen[J].Agricultural Science-Technology and Information,2018(6):56-57.)
- [14]张嘉琪,任志远.1977-2010年柴达木盆地地表潜在蒸散时空演变趋势[J].资源科学,2014,36(10):2103-2112.(ZHANG Jiaqi,REN Zhiyuan.Analysis on surface spatiotemporal variation tendency of potential evapotranspiration in Qaidam Basin[J].Resources Science,2014,36(10):2103-2112.)
- [15]魏善蓉,金晓媚,王凯霖,等.基于遥感的柴达木盆地湖泊面积变化与气候响应分析[J].地学前缘,2017,24(5):427-433.(WEI Shanrong,JIN Xiaomei,WANGKailin,et al.Response of lake area variation to climate change in Qaidam Basin based on remote sensing[J].Earth Science Frontiers,2017,24(5):427-433.)
- [16]金晓媚,王松涛,夏薇.柴达木盆地植被对气候与地下水变化的响应研究[J].水文地质工程地质,2016,43(2):31-36.(JIN Xiaomei,WANG Songtao,XIA Wei.Response of vegetation to variation in climate and groundwater in the Qaidam Basin[J].Hydrogeology&Engineering Geology,2016,43(2):31-36.)
- [17]ABOU SAMRA R M,ALI R R.The development of an overlay model to predict soil salinity risks by using remote sensing and GIS techniques:A case study in soils around Idku Lake,Egypt[J].Environmental Monitoring and Assessment,2018,190(12):1-16.
- [18]曹茂林,赵晓健.离子色谱法测定土壤中的可溶性盐分[J].贵州环保科技,1999,5(3):19-20.(CAO Maolin,ZHAO Xiaojian.Determination of soluble salt in soil by ion chromatography[J].Guizhou Enviromental Protection Science and Technology,1999,5(3):19-20.)
- [19]鲍士旦.土壤农化分析[M].3版.北京:中国农业出版社,2000:152-200.(BAO Shidan.Soil and Agricultural Chemistry Analysis[M].3rd ed.Beijing:Chinese Agriculture Press,2000:152-200.)
- [20]王耿明,李达,王忠忠,等.松辽平原盐碱土含盐量的遥感反演研究[J].水土保持研究,2009,16(3):235-237.(WANG Gengming,LI Da,WANG Zhongzhong,et al.Research on remote sensing inversion of salt content in saline-alkali soil in Songliao plain[J].Research of Soil and Water Conservation,2009,16(3):235-237.)
- [21]WEI Wei,GUO Zecheng,XIE Binbin,et al.Spatiotemporal evolution of environment based on integrated remote sensing indexes in arid inland river basin in Northwest China[J].Environmental Science and Pollution Research,2019,26(13):13062-13084.
- [22]山中雪,曹广超,赵霞,等.2000-2010年柴达木盆地土地利用变化与景观格局分析[J].青海师范大学学报(自然科学版),2015,31(2):72-78.(SHAN Zhongxue,CAO Guangchao,ZHAO Xia,et al.Land use change and landscape pattern of Qaidam Basin from year 2000to 2010[J].Journal of Qinghai Normal University(Natural Science Edition),2015,31(2):72-78.)
- [23]张成雯,唐家奎,于新菊,等.黄河三角洲土壤含盐量定量遥感反演[J].中国科学院研究生院学报,2013,30(2):220-227.(ZHANG Chengwen,TANG Jiakui,YUXinju,et al.Quantitative retrieval of soil salt content based on remote sensing in the Yellow River delta[J].Journal of Graduate University of Chinese Academy of Sciences,2013,30(2):220-227.)
- [24]刘玉斌,韩美,潘彬,等.黄河三角洲新生湿地植物生物量和土壤含盐量空间分布[J].湿地科学,2017,15(3):364-368.(LIU Yubin,HAN Mei,PAN Bin,et al.The spatial distribution of vegetation biomass and soil salinity in new-born wetlands of the Yellow River Delta[J].Wetland Science,2017,15(3):364-368.)
- [25]申晓华,王耀强,郑磊,等.Radarsat-2四极化影像在河套灌区土壤含盐量反演中的应用[J].湖北农业科学,2014,53(15):3533-3535.(SHEN Xiaohua,WANGYaoqiang,ZHENG Lei,et al.Using radarsat-2four polarization images in salinity inversion of Hetao irrigated soil[J].Hubei Agricultural Sciences,2014,53(15):3533-3535.)
- [26]苏雯,丁建丽,杨爱霞.基于GF-1影像的渭-库绿洲外围土壤含盐量定量反演研究[J].中国农村水利水电,2017(2):9-13.(SU Wen,DING Jianli,YANG Aixia.Quantitative inversion of soil salinity in Weigan-kuqa river oasis based on GF-1image[J].China Rural Water and Hydropower,2017(2):9-13.)
- [27]夏军,张飞.热红外光谱的干旱区土壤含盐量遥感反演[J].光谱学与光谱分析,2019,39(4):1063.(XIA Jun,ZHANG Fei.A study on remote sensing inversion of soil salt content in arid area based on thermal infrared spectrum[J].Spectroscopy and Spectral Analysis,2019,39(4):1063.)
- [28]陈实,高超,徐斌,等.新疆石河子农区土壤含盐量定量反演及其空间格局分析[J].地理研究,2014,33(11):2135-2144.(CHEN Shi,GAO Chao,XU Bin,et al.Quantitative inversion of soil salinity and analysis of its spatial pattern in agricultural area in Shihezi of Xinjiang[J].Geographical Research,2014,33(11):2135-2144.)
- [29]唐彦.土壤含盐量反演的研究[J].测绘工程,2010,19(6):65-67.(TANG Yan.Study on inversion of soil salinity[J].Engineering of Surveying and Mapping,2010,19(6):65-67.)
- [30]刘娅,潘贤章,石荣杰,等.基于盲源分离的稀疏植被区土壤含盐量反演[J].土壤学报,2016,53(2):322-331.(LIU Ya,PAN Xianzhang,SHI Rongjie,et al.Estimation of soil salt content over partially vegetated areas based on blind source separation[J].Acta Pedologica Sinica,2016,53(2):322-331.)