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REMOTE SENSING FOR LAND & RESOURCES    2003, Vol. 15 Issue (3) : 58-62     DOI: 10.6046/gtzyyg.2003.03.14
Technology and Methodology |
THE APPLICATION OF REMOTELY SENSED DATA TO THE ESTIMATION OF THE LEAF AREA INDEX
FANG Xiu-qin, ZHANG Wan-chang
International Institute for Earth System Science, Nanjing University, Nanjing 210093, China
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Abstract  The estimation of the leaf area index (LAI) based on remotely sensed data is systematically reviewed in this paper. There are two major means: the statistical modeling technique and the optical modeling technique. This paper deals with the principles and development of these two methods. Their merits and shortcomings as well as their development trends are also discussed.
Issue Date: 02 August 2011
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FANG Xiu-qin, ZHANG Wan-chang. THE APPLICATION OF REMOTELY SENSED DATA TO THE ESTIMATION OF THE LEAF AREA INDEX[J]. REMOTE SENSING FOR LAND & RESOURCES,2003, 15(3): 58-62.
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https://www.gtzyyg.com/EN/10.6046/gtzyyg.2003.03.14     OR     https://www.gtzyyg.com/EN/Y2003/V15/I3/58


[1] Chen J M, Cihlar J.Retrieving leaf area index of boreal conifer forests using Landsat TM images[J]. Remote Sensing of Environment,1996,55:153-162.





[2] 浦瑞良,宫鹏.高光谱遥感及其应用[M].北京:高等教育出版社,2000.





[3] Chen J M, Pavlic G, Brown L,et al. Derivation and validation of Canada-wide coarse-resolution leaf area index maps using high-resolution satellite imagery and ground measurements[J]. Remote Sensing of Environment,2001, 80:165-184.





[4] Running S W,Nenani R R.Relating seasonal patterns of the AVHRR vegetation index to simulate photosynthesis and transpiration of forests in different climates[J]. Remote Sensing of Environment, 1988,24:347-367.





[5] 张晓阳,李劲峰.利用垂直植被指数推算作物叶面积系数的理论模式[J].遥感技术与应用,1995,10(3):13-18.





[6] Qi J, Kerr Y H, et al.Leaf Area Index estimates using remotely sensed data and BRDF models in a semiarid region[J].Remote Sensing of Environment,2000,73:18-30.





[7] Chen J M.Evaluation of Vegetation Indices and a Modified Simple Ratio for Boreal Applications[J]. IEEE Transactions on Geoscience and Remote Sensing, 1996,34:1353-1368.





[8] Chen J M,Cihlar J.Retrieving Leaf Area Index for Boreal Conifer Forests Using Landsat TM Images[J]. Remote Sensing of Environment, 1996,55:153-162.





[9] 武红敢,乔彦友,黄建文,等.利用陆地卫星TM数据评估森林病虫害[J].遥感技术与应用,1994,9(4):46-51.





[10] 陈述彭,童庆禧,郭华东,等.遥感信息机理研究[M].北京:科学出版社,1998.





[11] 浦瑞良,宫鹏,约翰 R.米勤.美国西部黄松叶面积指数与高光CASIACASICASI数据的相关分析[J].环境遥感,1993,8(2):112-125.





[12] Gong P,Pu R,Miller J R.Coniferous forest leaf area index estimation along the Oregon transect using compact airborne spectrographic imager data[J]. Photogrammetric Engineering & Remote Sensing,1995,61(9):1107-1117.





[13] 宫鹏,史培军,浦瑞良等.对地观测技术与地球系统科学[M].北京:科学出版社,1996.





[14] 申广荣,王人潮.基于神经元网络的水稻双向反射模型研究[J].遥感学报,2002,6(4):252-258.





[15] Verhoef W.Light scattering by leaf layers with application to canopy reflectance modeling, the SAIL model[J]. Remote Sensing of Environment,1984,16:125-141.





[16] Li X, Strahler A H.Geometric-Optical Modeling of a Conifer Forest Canopy[J]. IEEE Transaction on Geoscience and Remote Sensing, 1985,23(5):705-720.





[17] Chen J M, Leblanc S.A 4-Scale Bidirectional Reflection Model Based on Canopy Architecture[J]. IEEE Transactions on Geoscience and Remote Sensing, 1997,35:1316-1337.





[18] Neyman J.On a New Class of "Contagious" distribution, Applicable in Entomology and Bacteriology[J]. Ann.Math.Statist, 1939,10:35-57.





[19] Leblanc S G, Chen J M, Leroy M, et al.Cihlar.Investigation of Birectional Reflectance in Boreal Forests with an Improved 4-Scale Model and Airborne POLDER Data[J]. IEEE Transactions on Geoscience and Remote Sensing,1999,37:1-21.





[20] Gong P, et al.Inverting a canopy reflectance model using a neural network[J]. International Journal of Remote Sensing,1999,20(1):111-122.





[21] Liang S, Strahler A H.An analytic BRDF model of canopy radiative transfer and its inversion[J].IEEE Transactions on Goescience and Remote Sensing,1993,31(5):1081-1092.





[22] Myneni R B, Nemani R R, Running S W.Estimation of Global Leaf Area Index and Absorbed PAR Using Radiative Transfer Models[J].IEEE Transactions on Goescience and Remote Sensing, 1997,35:1380-1393.





[23] 杨吉龙,李家存,杨德明.高光谱分辨率遥感在植被监测中的应用综述[J].世界地质,2001,20(3):307-312.
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