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基于生物光学模型的巢湖悬浮物浓度反演
  • ISSN号:0250-3301
  • 期刊名称:《环境科学》
  • 时间:0
  • 分类:X87[环境科学与工程—环境工程]
  • 作者机构:[1]南京师范大学虚拟地理环境教育部重点实验室,南京210046, [2]环境保护部卫星环境应用中心,北京100029
  • 相关基金:国家科技支撑计划项目(2008BAC34B05); 国家自然科学基金项目(40971215); 国家水体污染控制与治理科技重大专项(2009ZX07527-006)
中文摘要:

根据2009年6月巢湖32个样点实测的遥感反射率、悬浮物浓度、吸收系数及散射系数等数据,分析巢湖水体各组分的吸收、散射等固有光学特性,确定悬浮颗粒物单位散射系数、后向散射概率等固有光学参数,构建基于生物光学模型的悬浮物浓度反演模型,并利用准同步获取的环境1号卫星CCD影像数据反演巢湖悬浮物浓度.结果表明,555 nm处悬浮颗粒物单位散射系数的平均值为0.48 m^2/g,以555 nm为参考波长,建立指数衰减模型对悬浮颗粒物单位散射系数进行参数化,模型的决定系数可以达到0.99;此外,在760~900 nm(Band4)范围内,后向散射概率不具有波长依赖,其值稳定在0.051.利用所得到的表观及固有光学量构建巢湖水体遥感反射率模型,反演巢湖悬浮物浓度,得到实测值与反演值之间的相对误差随着浓度的增加而呈现下降的趋势,平均相对误差为17.25%,由此表明该方法适用于反演悬浮物浓度较高的湖泊水体;利用两景环境1号卫星CCD影像数据反演得到的巢湖悬浮物浓度主要在0~100 mg/L之间变化,其中6月13日巢湖悬浮物浓度〉40 mg/L的水域占到总面积的54.37%,而6月15日巢湖61.62%的水域悬浮物浓度〉40 mg/L,且这2 d巢湖悬浮物的分布与当时的气候变化一致.

英文摘要:

Remote sensing reflectivity(Rrs),total suspended matter(TSM),absorption and scattering properties of 32 sampling sites in situ were measured in June 2009.The inherent optical properties(IOPs),such as absorption and scattering properties of different components in Chaohu Lake,were analyzed according to these data.And specific scattering coefficient of suspended matters and the backscattering ratio which were the indispensable inherent optical parameters were identified.Then an inversion model based on bio-optical model was constructed and quasi-synchronous HJ-1 CCD images were used to inverse the concentration of suspended matters in Chaohu Lake.Results showed that,the average specific scattering coefficient of suspended matters at the wavelength of 555 nm was 0.48 m^2 /g.A power model about specific scattering coefficient of suspended matters was constructed by choosing 555nm as a reference wave band with determination coefficient of 0.99.In addition,the backscattering ratio didn’t rely on the wavelength from 700nm to 900nm(Band 4),and its value is stable at 0.051.A remote sensing reflectivity model was constructed by IOPs and apparent optical properties(AOPs) to obtain TSM in Chaohu Lake.The trend of relative error between measured values and inversed values decreased with the concentration of TSM increasing.And the average relative error value was 17.25% by using this model.This showed that this method was applicable to inverse TSM in inland lake with high concentration suspended matters.Based on two CCD image data of HJ-1 satellite,the inversion of suspended matter concentration mainly changed between 0 and 100 mg /L in Chaohu Lake.The suspended matter concentration higher than 40 mg /L covered 54.37% area of Chaohu Lake in June 13 and that of 61.62% in June 15.As well as,the distribution of suspended matter concentration inversed by using two HJ-1 CCD images of Chaohu Lake kept correspondence with climate changes at that time.

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期刊信息
  • 《环境科学》
  • 中国科技核心期刊
  • 主管单位:中国科学院
  • 主办单位:中国科学院生态环境研究中心
  • 主编:赵进才
  • 地址:北京市2871信箱(海淀区双清路18号)
  • 邮编:100085
  • 邮箱:hjkx@rcees.ac.cn
  • 电话:010-62941102 62849343
  • 国际标准刊号:ISSN:0250-3301
  • 国内统一刊号:ISSN:11-1895/X
  • 邮发代号:2-821
  • 获奖情况:
  • 在全国第一届和第二届优秀科技期刊评比中分别荣获...,二次荣获中国科学院优秀期刊评比一等奖,荣获中国期刊方阵双奖期刊荣誉
  • 国内外数据库收录:
  • 俄罗斯文摘杂志,美国化学文摘(网络版),荷兰文摘与引文数据库,美国工程索引,美国生物医学检索系统,美国剑桥科学文摘,美国生物科学数据库,英国动物学记录,日本日本科学技术振兴机构数据库,中国中国科技核心期刊,中国北大核心期刊(2004版),中国北大核心期刊(2008版),中国北大核心期刊(2011版),中国北大核心期刊(2014版),中国北大核心期刊(2000版)
  • 被引量:69962