Winter wheat biomass estimation using high temporal and spatial resolution satellite data combined with a light use efficiency model
文献类型：期刊论文
| 作者 | Du, Xin1; Li, Qiangzi1; Dong, Taifeng1; Jia, Kun1 |
| 刊名 | GEOCARTO INTERNATIONAL
 |
| 出版日期 | 2015 |
| 卷号 | 30期号:3页码:856-861 |
| 关键词 | biomass winter wheat HJ CCD MODIS |
| 通讯作者 | Li, QZ (reprint author), Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing, Peoples R China. |
| 英文摘要 | Winter wheat biomass was estimated using HJ CCD and MODIS data, combined with a radiation use efficiency model. Results were validated with ground measurement data. Winter wheat biomass estimated with HJ CCD data correlated well with observed biomass in different experiments (coefficients of determination R-2 of 0.507, 0.556 and 0.499; n = 48). In addition, R-2 values between MODIS estimated and observed biomass are 0.420, 0.502 and 0.633. Even if we downscaled biomass estimated using HJ CCD data to MODIS pixel size (9 x 9 HJ CCD pixels to approximate that MODIS pixel), R-2 values between estimated and observed biomass were still higher than those from MODIS. We conclude that estimation with remote sensing data, such as the HJ CCD data with high spatial resolution and shorter revisit cycle, can show more detail in spatial pattern and improve the application of remote sensing on a local scale. There is also potential for applying the approach to many other studies, including agricultural production estimation, crop growth monitoring and agricultural ecosystem carbon cycle studies. |
| 研究领域[WOS] | Environmental Sciences ; Geosciences, Multidisciplinary ; Remote Sensing ; Imaging Science & Photographic Technology |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000350738300002 |
| 源URL | [http://ir.ceode.ac.cn/handle/183411/38250]  |
| 专题 | 遥感与数字地球研究所_SCI/EI期刊论文_期刊论文 |
| 作者单位 | 1.[Du, Xin 2.Li, Qiangzi] Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing, Peoples R China 3.[Du, Xin 4.Li, Qiangzi] Natl Engn Res Ctr Geoinformat, Beijing, Peoples R China 5.[Dong, Taifeng] Agr & Agri Food Canada, Eastern Cereal & Oilseed Res Ctr, Ottawa, ON, Canada 6.[Dong, Taifeng] Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Beijing, Peoples R China 7.[Jia, Kun] Coll Global Change & Earth Syst Sci, State Key Lab Remote Sensing Sci, Beijing, Peoples R China |
| 推荐引用方式 GB/T 7714 | Du, Xin,Li, Qiangzi,Dong, Taifeng,et al. Winter wheat biomass estimation using high temporal and spatial resolution satellite data combined with a light use efficiency model[J]. GEOCARTO INTERNATIONAL,2015,30(3):856-861. |
| APA | Du, Xin,Li, Qiangzi,Dong, Taifeng,&Jia, Kun.(2015).Winter wheat biomass estimation using high temporal and spatial resolution satellite data combined with a light use efficiency model.GEOCARTO INTERNATIONAL,30(3),856-861. |
| MLA | Du, Xin,et al."Winter wheat biomass estimation using high temporal and spatial resolution satellite data combined with a light use efficiency model".GEOCARTO INTERNATIONAL 30.3(2015):856-861. |
入库方式： OAI收割
来源：遥感与数字地球研究所
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