国产卫星在植被覆盖度遥感估算中的应用进展
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摘要
植被覆盖度是描述地表生态的一个重要参数,利用遥感技术能够快速而准确地获得地表植被覆盖度参数。遥感能够反映不同空间尺度的植被覆盖信息及其变化趋势,是获取区域及全球植被覆盖度参数的一个重要手段。环境一号卫星CCD数据兼具中等空间分辨率、较宽的覆盖范围和较高的时间分辨率等优势,适应于区域尺度乃至大区域较为精细的植被覆盖度连续观测。高分系列卫星、资源三号卫星空间分辨率高,可以用来对重点区域或脆弱区域进行深入研究,以确保解译的准确性,必要时也可以用于对中、低空间分辨率数据的检验。本文总结了利用国产卫星数据进行植被覆盖度估算的总体情况,重点分析了估算方法以及存在的问题,最后,针对目前研究中存在的问题,讨论了基于国产卫星数据的植被覆盖度遥感估算研究的发展趋势。
引文
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[19]Mu X,Liu Y,Yan G,et al.Fractional vegetation cover retrieval using multi-spatial resolution data and plant growth model[J].IEEE International Geoscience&Remote Sensing Symposium,2010,45(1):241-244.
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[24]Roujean J L,Breon F M.Estimating PAR Absorbed by Vegetation from Bidirectional Reflectance Measurements[J].Remote Sensing of Environment,1995,51:375-384.
[25]Rundquist B C.The influence of canopy green vegetation fraction on spectral measurements over native tallgrass prairie[J].Remote Sensing of Environment,2002,81(1):129-135.
[26]Carlson T N,Ripley D A.On the relation between NDVI,fractional vegetation cover,and leaf area index[J].Remote Sensing of Environment,1997,62(3):241-252.
[27]李恒凯,刘小生,李博,等.红壤区植被覆盖变化及与地貌因子关系——以赣南地区为例[J].地理科学,2013,34(1):103-109.
[28]唐世浩,朱启疆,周宇宇,等.一种简单的估算植被覆盖度和恢复背景信息的方法[J].中国图象图形学报:A辑,2004,8(11):1304-1308.
[29]North P R J.Estimation of fAPAR,LAI,and vegetation fractional cover from ATSR-2 imagery[J].Remote Sensing of Environment,2002,80:114-121.
[2]Purevdorj T,Tateishi R,Ishiyama T,et al.Relationship between percent vegetation cover and vegetation indices[J].International Journal of Remote Sensing,1998,19(18):3519-3535.
[3]Qi J,Marsett R C,Moran MS,et al.Spatial and temporal dynamics of vegetation in the San Pedro River basin area[J].Agricultural and forest meteorology,2000,105(1):55-68.
[4]Zhang X,Wu B,Ling F,et al.Identification of priority areas for controlling soil erosion[J].Catena,2010,83(1):76-86.
[5]章文波,刘宝元,吴敬东.小区植被覆盖度动态快速测量方法研究[J].水土保持通报,2001,21(6):60-63.
[6]Xing Z R,Feng Y G,Yang G J,et al.Method of Estimating Vegetation Coverage Based on Remote Sensing[J].Remote Sensing Technology&Application,2009.
[7]Liang,Shunlin,Xiaowen Li,and Jindi Wang,eds.Advanced remote sensing:terrestrial information extraction and applications[M].Academic Press,2012.
[8]Duncan J,Stow D,Hope J F A.Assessing the relationship between spectral vegetation indices and shrub cover in the Jornada Basin,New Mexico[J].International Journal of Remote Sensing,1993,14(18):197-200.
[9]J.Yang,S.D.Prince.Remote sensing of savanna vegetation changes in Eastern Zambia 1972-1989[J].International Journal of Remote Sensing,2000,21(2):301-322.
[10]TS.Purevdorj,R.Tateishi,T.Ishiyama,et al.Relationships between percent vegetation cover and vegetation indices[J].International Journal of Remote Sensing,1998,19(18):3519-3535.
[11]H.LARSSON.Linear regressions for canopy cover estimation in Acacia woodlands using Landsat-TM,-MSS and SPOT HRV XS data[J].International Journal of Remote Sensing,2007,14(11):2129-2136.
[12]G.Gutman,A.Ignatov.The derivation of the green vegetation fraction from NOAA/AVHRR data for use in numerical weather prediction models[J].International Journal of Remote Sensing,1998,19(8):1533-1543.
[13]Liu S,Li Q,Mao X,et al.Evaluation on consistency between HJ-1 CCD and TM images in monitoring fractional green vegetation cover[J].2011:1005-1008.
[14]Wei C,Cao C X,He Q S,et al.Quantitative estimation of the shrub canopy LAI from atmosphere-corrected HJ-1 CCD data in Mu Us Sandland[J].Science China,2010,53(S1):26-33.
[15]孙斌,李增元,郭中,等.高分一号与Landsat TM数据估算稀疏植被信息对比[J].遥感信息,2015,30(5):48-56
[16]王婷.基于资源三号卫星数据的植被覆盖度估算研究[D].东北师范大学,2014.
[17]Liu S,Li Q.A study on green vegetation cover fraction based on HJ-1 CCD image[C]//Geoinformatics,201119th International Conference on.IEEE,2011:1-4.
[18]马娜,刘越,胡云锋,等.内蒙古浑善达克沙地南部草地盖度探测及其变化分析[J].遥感技术与应用,2012,27(1):128-134.
[19]Mu X,Liu Y,Yan G,et al.Fractional vegetation cover retrieval using multi-spatial resolution data and plant growth model[J].IEEE International Geoscience&Remote Sensing Symposium,2010,45(1):241-244.
[20]Wang L,Huang J,Du Y,et al.Dynamic Assessment of Soil Erosion Risk Using Landsat TM and HJ Satellite Data in Danjiangkou Reservoir Area,China[J].Remote Sensing,2013,5(8):
[21]周志强,曾源,张磊,等.南水北调中线水源区植被覆盖度遥感监测分析[J].国土资源遥感,2012,24(1):70-76.
[22]王利民,刘佳,杨福刚,等.基于GF-1卫星遥感的冬小麦面积早期识别[J].农业工程学报,2015,31(11):194-201.
[23]贾坤,姚云军,魏香琴,等.植被覆盖度遥感估算研究进展[J].地球科学进展,2013,28(7):774-782.
[24]Roujean J L,Breon F M.Estimating PAR Absorbed by Vegetation from Bidirectional Reflectance Measurements[J].Remote Sensing of Environment,1995,51:375-384.
[25]Rundquist B C.The influence of canopy green vegetation fraction on spectral measurements over native tallgrass prairie[J].Remote Sensing of Environment,2002,81(1):129-135.
[26]Carlson T N,Ripley D A.On the relation between NDVI,fractional vegetation cover,and leaf area index[J].Remote Sensing of Environment,1997,62(3):241-252.
[27]李恒凯,刘小生,李博,等.红壤区植被覆盖变化及与地貌因子关系——以赣南地区为例[J].地理科学,2013,34(1):103-109.
[28]唐世浩,朱启疆,周宇宇,等.一种简单的估算植被覆盖度和恢复背景信息的方法[J].中国图象图形学报:A辑,2004,8(11):1304-1308.
[29]North P R J.Estimation of fAPAR,LAI,and vegetation fractional cover from ATSR-2 imagery[J].Remote Sensing of Environment,2002,80:114-121.