Retrospective retrieval of long-term consistent global leaf area index (1981-2011) from combined AVHRR and MODIS data
文献类型：SCI/SSCI论文
| 作者 | Liu Y. ; Liu R. G. ; Chen J. M. |
| 发表日期 | 2012 |
| 关键词 | system data record primary productivity vegetation indexes satellite imagery boreal forests part 1 lai validation algorithm resolution |
| 英文摘要 | In this paper, we present an approach for generating a consistent long-term global leaf area index (LAI) product (1981-2011) by quantitative fusion of Moderate Resolution Imaging Spectroradiometer (MODIS) and historical Advanced Very High Resolution Radiometer (AVHRR) data. First, a MODIS LAI series was generated from MODIS data based on the GLOBCARBON LAI algorithm. Then, the relationships between AVHRR observations and MODIS LAI were established pixel by pixel using two data series during overlapped period (2000-2006). Then the AVHRR LAI back to 1981 was estimated from historical AVHRR observations based on these pixel-level relationships. The long-term LAI series was made up by combination of AVHRR LAI (1981-2000) and MODIS LAI (2000-2011). The LAI derived from AVHRR was intercompared with that from MODIS during the overlapped period. The results show that the LAIs from these two different sensors are good consistency, with LAI differences are within +/- 0.6 over 99.0% vegetated pixels. The long-term LAI was also compared with field measurements, which has an error of 0.81 LAI on average. Compared with the LAI retrieved directly from the GLOBCARBON algorithm, the LAI derived by our method has a lower temporal noise, which means uncertainties from the low quality of AVHRR measurements can be reduced with the aid of high-quality MODIS data. This product is hosted on the GlobalMapping Web site (http://www.globalmapping.org/globalLAI) for free download, which will provide a long-term LAI over 30 years for modeling the carbon and water cycles. |
| 出处 | Journal of Geophysical Research-Biogeosciences |
| 卷 | 117 |
| 收录类别 | SCI |
| 语种 | 英语 |
| ISSN号 | 0148-0227 |
| 源URL | [http://ir.igsnrr.ac.cn/handle/311030/30818]  |
| 专题 | 地理科学与资源研究所_历年回溯文献 |
| 推荐引用方式 GB/T 7714 | Liu Y.,Liu R. G.,Chen J. M.. Retrospective retrieval of long-term consistent global leaf area index (1981-2011) from combined AVHRR and MODIS data. 2012. |
入库方式： OAI收割
来源：地理科学与资源研究所
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