Estimation of Regional Leaf Area Index by Remote Sensing Inversion of PROSAIL Canopy Spectral Model

文献类型： 外文期刊

第一作者： Li Shu-min

作者： Li Shu-min;Li Hong;Zhou Lian-di;Sun Dan-feng

作者机构：

关键词： Leaf area index;Remote sensing inversion;MODIS;ASTER;Scale conversion;Winter wheat

期刊名称：SPECTROSCOPY AND SPECTRAL ANALYSIS （ 影响因子：0.589； 五年影响因子：0.504 ）

ISSN： 1000-0593

年卷期： 2009 年 29 卷 10 期

页码：

收录情况： SCI

摘要： The present paper selected Qingyundian town and Weishanzhuang town in DaXing District, and Gaolingying town in Shunyi District as test areas, using MODIS data and ASTER data in different scales. The feasibility of winter wheat LAI inversion by PROSAIL physical model, especially the stability of remote sensing data in different scales, was discussed, and the results from experience model inversion were compared with that from statistical methods. The values of all samples LAI inversion from experience model are close in a region, which means experience model is a reflection of general growing trend, ignoring spatial heterogeneity of the regional leaf area index. But the value of LAI inversion from physical model can be truer in reflecting spatial heterogeneity of the regional leaf area index. The value of LAI inversion from physical model is more real, compared with experience model. With the method of linear weighing, the scale conversion was accomplished, and the LAI inversion results from different remote sensing scale data were compared, and were found similar. The result shows that in the process of large-scale regional LAI inversion, physical model inversion is more valid.

分类号：

  • 相关文献

[1]Estimation of subpixel temperature over a heterogeneous area using an endmember index based technique. Yang Guijun,Huang Wenjiang,Wang Jihua,Zhao Chunjiang. 2011

[2]An Efficient Approach for Pixel Decomposition to Increase the Spatial Resolution of Land Surface Temperature Images from MODIS Thermal Infrared Band Data. Wang, Fei,Song, Caiying,Zhao, Shuhe,Qin, Zhihao,Li, Wenjuan,Karnieli, Arnon,Zhao, Shuhe. 2015

[3]Evaluation of ASTER-Like Daily Land Surface Temperature by Fusing ASTER and MODIS Data during the HiWATER-MUSOEXE. Yang, Guijun,Sun, Chenhong,Zhao, Chunjiang,Weng, Qihao,Weng, Qihao,Pu, Ruiliang,Gao, Feng,Li, Hua. 2016

[4]Estimation of subpixel land surface temperature using an endmember index based technique: A case examination on ASTER and MODIS temperature products over a heterogeneous area. Yang, Guijun,Yang, Guijun,Yang, Guijun,Zhao, Chunjiang,Huang, Wenjiang,Wang, Jihua,Pu, Ruiliang.

[5]Regional yield estimation for winter wheat with MODIS-NDVI data in Shandong, China. Ren, Jianqiang,Chen, Zhongxin,Zhou, Qingbo,Tang, Huajun,Ren, Jianqiang,Chen, Zhongxin,Zhou, Qingbo,Tang, Huajun. 2008

[6]EXTRACTING SPATIAL INFORMATION OF HARVEST INDEX FOR WINTER WHEAT BASED ON MODIS NDVI IN NORTH CHINA. Ren, Jianqiang,Chen, Zhongxin,Tang, Huajun,Ren, Jianqiang,Chen, Zhongxin,Tang, Huajun,Liu, Xingren. 2010

[7]Application of EOS/MODIS-NDVI at Different Time Sequences on Monitoring Winter Wheat Acreage in Henan Province. Cheng Deng-fa. 2009

[8]Regional yield prediction for winter wheat based on crop biomass estimation using multi-source data. Ren, Jianqiang,Chen, Zhongxin,Zhou, Qingbo,Tang, Huajun,Ren, Jianqiang,Chen, Zhongxin,Zhou, Qingbo,Tang, Huajun,Li, Su. 2007

[9]Research on Universality of Least Squares Support Vector Machine Method for Estimating Leaf Area Index of Winter Wheat. Xie Qiao-yun,Huang Wen-jiang,Peng Dai-liang,Xie Qiao-yun,Liang Dong,Huang Lin-sheng,Zhang Dong-yan,Xie Qiao-yun,Liang Dong,Huang Lin-sheng,Zhang Dong-yan,Song Xiao-yu,Yang Gui-jun. 2014

[10]Relationships between soil respiration and photosynthesis-related spectral vegetation indices in two cropland ecosystems. Huang, Ni,Niu, Zheng,Zhan, Yulin,Xu, Shiguang,Wu, Chaoyang,Gao, Shuai,Hou, Xuehui,Cai, Dewen,Huang, Ni,Xu, Shiguang,Hou, Xuehui,Cai, Dewen,Tappert, Michelle C.,Huang, Wenjiang.

[11]REGIONAL YIELD PREDICTION OF WINTER WHEAT BASED ON RETRIEVAL OF LEAF AREA INDEX BY REMOTE SENSING TECHNOLOGY. Ren, Jianqiang,Chen, Zhongxin,Zhou, Qingbo,Ren, Jianqiang,Chen, Zhongxin,Zhou, Qingbo,Yang, Xiaomei,Liu, Xingren. 2009

[12]Assimilating a synthetic Kalman filter leaf area index series into the WOFOST model to improve regional winter wheat yield estimation. Huang, Jianxi,Ma, Hongyuan,Li, Xinlu,Zhang, Xiaodong,Huang, Jianxi,Sedano, Fernando,Liang, Shunlin,Huang, Yanbo,Liang, Shunlin,Tian, Liyan,Fan, Jinlong,Wu, Wenbin.

[13]Retrieving and Assessing Land Surface Temperature from ASTER Data. Yang, Guijun,Shi, Yuechan,Wang, Renli. 2012

[14]An algorithm to retrieve land surface temperature from ASTER thermal band data for agricultural drought monitoring. Qin, Zhihao,Li, Wenjuan,Gao, Maofang,Zhang, Hong'ou,Qin, Zhihao. 2006

[15]Estimation of land surface emissivity for Landsat TM6 and its application to Lingxian Region in north China. Qin, Zhihao,Li, Wenjuan,Gao, Maofang,Zhang, Hong'ou,Qin, Zhihao. 2006

[16]Selecting the Optimal NDVI Time-Series Reconstruction Technique for Crop Phenology Detection. Wei, Wei,Wu, Wenbin,Li, Zhengguo,Yang, Peng,Zhou, Qingbo. 2016

[17]A Satellite-Based Model for Simulating Ecosystem Respiration in the Tibetan and Inner Mongolian Grasslands. Ge, Rong,He, Honglin,Ren, Xiaoli,Zhang, Li,Zeng, Na,Yu, Guirui,Zhang, Liyun,Shi, Peili,Ge, Rong,Zeng, Na,Zhang, Liyun,Wang, Yanfen,Ma, Yaoming,He, Honglin,Zhang, Li,Yu, Guirui,Li, Pan,Yu, Shi-Yong,Zhang, Fawei,Li, Hongqin,Chen, Shiping,Xin, Xiaoping,Ma, Yaoming,Ma, Yaoming,Ma, Mingguo,Zhang, Yu,Du, Mingyuan. 2018

[18]Temporal-spatial variation of evapotranspiration in the Yellow River Delta based on an integrated remote sensing model. Li, He,Chen, Zhongxin,Jiang, Zhiwei,Sun, Liang,Liu, Ke,Liu, Bin,Li, He,Chen, Zhongxin,Jiang, Zhiwei,Sun, Liang,Liu, Ke,Liu, Bin. 2015

[19]Mapping drought status of winter wheat from MODIS data in North China Plain. Gao, Lei,Qin, Zhihao,Lu, Liping,Pei, Huan,Qin, Zhihao,Xu, Bin. 2007

[20]ASSESSING AND MAPPING CROP VULNERABILITY DUE TO SUDDEN COOLING USING TIME SERIES SATELLITE DATA. Dong, Yansheng,Gu, Xiaohe,Wang, Jihua,Cui, Bei. 2012

作者其他论文 更多>>

微信小程序