Winter wheat LAI inversion considering morphological characteristics at different growth stages coupled with microwave scattering model and canopy simulation model
文献类型：期刊论文
| 作者 | Wu, Shangrong1; Yang, Peng1; Ren, Jianqiang1; Chen, Zhongxin1; Liu, Changan1; Li, He2 |
| 刊名 | REMOTE SENSING OF ENVIRONMENT
 |
| 出版日期 | 2020-04-01 |
| 卷号 | 240页码:15 |
| 关键词 | LAI inversion Winter wheat Canopy simulation model Microwave scattering model for winter wheat at different growth stages Morphological characteristics |
| ISSN号 | 0034-4257 |
| DOI | 10.1016/j.rse.2020.111681 |
| 通讯作者 | Ren, Jianqiang(renjianqiang@caas.cn) ; Chen, Zhongxin(chenzhongxin@caas.cn) |
| 英文摘要 | To better eliminate the adverse effects of the ground surface on winter wheat Leaf area index (LAI) inversions and to further improve the accuracy of regional winter wheat LAI inversion using SAR remote sensing data, considering the morphological characteristics at different wheat growth stages, a winter wheat LAI inversion model coupled with the microwave scattering model (MSM) for winter wheat at different growth stages (MSMDGS) and the canopy scattering simulation model (CSSM) was proposed. In this research, taking Hengshui City of Huanghuaihai Plain of North China as the study region, using RADARSAT-2 data as image sources and based on parameter sensitivity analysis and model calibration, the proposed model was applied and validated. The LAI inversion results of winter wheat showed that the proposed model had good performance in the regional application and that LAI inversion results with high accuracy could be obtained. Among the three key growth stages (jointing stage, booting stage and heading stage) of winter wheat, the R-2, adjusted R-2 and RMSE between the LAI inversion value and the ground-measured data were 0.918, 0.917 and 0.675, respectively, which indicated that the winter wheat LAI inversion model coupled with MSMDGS and CSSM had certain feasibility and applicability. |
| WOS关键词 | LEAF-AREA INDEX ; RADIATIVE-TRANSFER MODEL ; BACKSCATTERING MODEL ; RADAR BACKSCATTER ; CROP HEIGHT ; PADDY RICE ; P-BAND ; PART 1 ; VEGETATION ; RETRIEVAL |
| 资助项目 | National Natural Science Foundation of China[41801286] ; National Natural Science Foundation of China[41871353] ; National Natural Science Foundation of China[41921001] ; National Natural Science Foundation of China[41871358] ; Young Elite Scientists Sponsorship Program by CAST[2018CAASS04] ; Open Project Fund for Key Laboratory of Agricultural Remote Sensing, Ministry of Agriculture and Rural Affairs[201708] ; Fundamental Research Funds for Central Non-profit Scientific Institution[1610132018016] |
| WOS研究方向 | Environmental Sciences & Ecology ; Remote Sensing ; Imaging Science & Photographic Technology |
| 语种 | 英语 |
| WOS记录号 | WOS:000523955300043 |
| 出版者 | ELSEVIER SCIENCE INC |
| 资助机构 | National Natural Science Foundation of China ; Young Elite Scientists Sponsorship Program by CAST ; Open Project Fund for Key Laboratory of Agricultural Remote Sensing, Ministry of Agriculture and Rural Affairs ; Fundamental Research Funds for Central Non-profit Scientific Institution |
| 源URL | [http://ir.igsnrr.ac.cn/handle/311030/134057]  |
| 专题 | 中国科学院地理科学与资源研究所 |
| 通讯作者 | Ren, Jianqiang; Chen, Zhongxin |
| 作者单位 | 1.Chinese Acad Agr Sci, Inst Agr Resources & Reg Planning, Key Lab Agr Remote Sensing, Minist Agr & Rural Affairs, Beijing 100081, Peoples R China 2.Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, State Key Lab Resources & Environm Informat Syst, Beijing 100101, Peoples R China |
| 推荐引用方式 GB/T 7714 | Wu, Shangrong,Yang, Peng,Ren, Jianqiang,et al. Winter wheat LAI inversion considering morphological characteristics at different growth stages coupled with microwave scattering model and canopy simulation model[J]. REMOTE SENSING OF ENVIRONMENT,2020,240:15. |
| APA | Wu, Shangrong,Yang, Peng,Ren, Jianqiang,Chen, Zhongxin,Liu, Changan,&Li, He.(2020).Winter wheat LAI inversion considering morphological characteristics at different growth stages coupled with microwave scattering model and canopy simulation model.REMOTE SENSING OF ENVIRONMENT,240,15. |
| MLA | Wu, Shangrong,et al."Winter wheat LAI inversion considering morphological characteristics at different growth stages coupled with microwave scattering model and canopy simulation model".REMOTE SENSING OF ENVIRONMENT 240(2020):15. |
入库方式： OAI收割
来源：地理科学与资源研究所
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