杨婧茹,臧淑英,惠洪宽

• 1:哈尔滨师范大学
• 2:黑龙江省普通高等学校地理环境遥感监测重点实验室

摘要(Abstract)：

水体总悬浮物浓度影响水体的光场分布,进而影响初级生产力。2012年7月14—15日,在松花江哈尔滨段选取11个断面共33个样点,利用野外高光谱仪(ASD Field Spec Pro)进行反射光谱测量和同步水样采集分析,通过研究总悬浮物质量浓度与其高光谱反射率之间的相关关系,采用单波段反射率、反射率比值法和一阶微分法分别建立了总悬浮物浓度的高光谱估测模型。结果表明,3种方法的决定系数都在0.90左右,均可以用于总悬浮物的定量遥感监测,其中一阶微分模型为反演的最佳模型。

关键词(KeyWords)： 环境学;遥感;总悬浮物浓度;高光谱;哈尔滨;松花江

Abstract:

Keywords:

基金项目(Foundation): 国家自然科学基金重点项目(41030743);; 哈尔滨师范大学博士创新基金项目(HSDBSCX2012-06)

作者(Author): 杨婧茹,臧淑英,惠洪宽

参考文献(References)：

• [1]GUANG Jie(光洁),WEI Yuchun(韦玉春),HUANG Jiazhu(黄家柱),et al.Seasonal suspended sediment estimating models in lake Taihu using remote sensing data[J].Journal of Lake Sciences(湖泊科学),2007,19(3):241-249.
• [2]HAN L H,RUNDQUIST D C.The response of both surface reflectance and the underwater light field to various levels of suspended sediments:preliminary results[J].Photogrammetric Engineering and Remote Sensing,1994,60(12):1463-1471.
• [3]CHOUBEY V K.Laboratory experiment,field and remotely sensed data analysis for the assessment of suspended solids concentration and secchi depth of the reservoir surface water[J].International Journal of Remote Sensing,1998,19(17):3349-3360.
• [4]DEKKER A G,VOS R J,PETERS S W M.Comparison of remote sensing data,model results and in situ data for total suspended matter(TSM)in the southern Frisian lakes[J].Science of the Total Environment,2001,268(1/2/3):197-214.
• [5]FLINK P,LINDELL L T,STLUND C.Statistical analysis of hyperspectral data from two Swedish lakes[J].Science of the Total Environment,2001,268(1/2/3):155-169.
• [6]WANG Qi(王琦),MENG Wei(孟伟),MA Yunfeng(马云峰),et al.On the inversion models for chlorophyll-a concentration based on the HJ-1 satellite images of Dahuofang Reservoir,Liaoning[J].Journal of Safety and Environment(安全与环境学报),2013,13(4):137-141.
• [7]MA Ronghua(马荣华),DAI Jinfang(戴锦芳).Quantitative estimation of chlorophyll-a and total suspended matter concentration with landsat ETM based on field spectral features of lake Taihu[J].Journal of Lake Sciences(湖泊科学),2005,17(2):97-103.
• [8]L¨U Heng(吕恒),LI Xinguo(李新国),JIANG Nan(江南).Estimation of suspended solids concentration in lake Taihu using spectral reflectance and simulated MERIS[J].Journal of Lake Sciences(湖泊科学),2005,17(2):104-149.
• [9]PETUS C,CHUST G,DOXARAN D,et al.Estimating turbidity and total suspended matter in the Adour River plume(South Bay of Biscay)using MODIS 250-m imagery[J].Continental Shelf Research,2010,30(5):379-392.
• [10]SHI Kun(施坤),LI Yunmei(李云梅),LIU Zhonghua(刘忠华),et al.Estimation of total suspended matter concentration based on semi-analysis algorithm in inland turbid waters[J].Environmental Science(环境科学),2011,32(6):1571-1580.
• [11]TANG Junwu(唐军武),TIAN Guoliang(田国良),WANG Xiaoyong(汪小勇),et al.The methods of water spectra measurement and analysis:I.Above-water method[J].Journal of Remote Sensing(遥感学报),2004,8(1):37-44.
• [12]WANG Yanjiao(王艳娇),ZHANG Peiqun(张培群),DONG Wenjie(董文杰),et al.Experimental study on reflected spectrum and estimating amount of suspended sediment[J].Journal of Sediment Research(泥沙研究),2007(10):36-41.
• [13]GONG Cailan(巩彩兰),YIN Qiu(尹球),KUANG Dingbo(匡定波).Correlations between water quality indexes and reflectance spectra of Huangpujiang River[J].Journal of Remote Sensing(遥感学报),2007,19(3):910-916.
• [14]MALTHUS T J,DEKKER A G.First derivative indices for the remote sensing of inland water quality using high spectral resolution reflectance[J].Environment International,1995,21(2):221-232.
• [15]LIU Yu(刘宇).The study of trophic status base on romote sensing technology in Keqin Lake(基于遥感技术的克钦湖富营养化研究)[D].Harbin:Harbin Normal University,2011.
• [16]DOXARAN D,FROIDEFOND J M,LAVENDER S.Spectral signature of highly turbid waters application with SPOT data to quantify suspended particulate matter concentrations[J].Remote Sensing of Environment,2002,81(1):149-161.
• [17]SONG Qingjun(宋庆君),MA Ronghua(马荣华),TANG Junwu(唐军武),et al.Models of estimated total suspend matter concentration base on hyper-spectrum in lake Taihu,in autumn[J].Journal of Lake Sciences(湖泊科学),2008,20(2):196-202.
• [18]HE Junliang(贺军亮),LIU Zheng(刘征),ZHAO Xuyang(赵旭阳),et al.Estimating concentrations of suspended sediments with hyper-spectral reflectance in Huangbizhuang Reservoir,Hebei Province[J].Journal of Shijiazhuang University(石家庄学院学报),2008,10(6):78-81.
• [19]PU Ruiliang(蒲瑞良),GONG Peng(宫鹏).Hyperspectral remote sensing and its applications(高光谱遥感及其应用)[M].Beijing:Higher Education Press,2000.
• [20]LI Suju(李素菊),WANG Xuejun(王学军).Relationship between suspended matter concentration and reflectance of Chao Lake[J].Urban Environment&Urban Ecology(城市环境与城市生态),2003,16(6):66-68.