Knowledge Resource Center for Ecological Environment in Arid Area
DOI | 10.1117/12.737560 |
Validating the MODIS LAI product by scaling up LAI measurements at a VALERI Alpine meadow site, China | |
Ma, Mingguo1; Veroustraete, Frank2; Lu, Ling1; Li, Xin1![]() | |
通讯作者 | Ma, Mingguo |
会议名称 | Conference on Remote Sensing for Agriculture, Ecosystems, and Hydrology IX |
会议日期 | SEP 18-20, 2007 |
会议地点 | Florence, ITALY |
英文摘要 | The sampling protocol adopted during a field campaign at an Alpine meadow site (Shandan site), during July 2002 is based on the so-called "Valeri" protocol (VALERI). The field campaign LAI measurements in Shandan are scaled up to 30x30 m(2) raster maps based on Landsat ETM+ imagery. Regression analysis is applied to construct empirical transfer functions for the determination of Leaf Area Index (LAI) raster imagery from ETM+ Normalized Difference Vegetation Index (NDVI) and Simple Ratio (SR) data. Subsequently, the scaling up of the LAI raster maps is performed by the aggregation of the 30x30 m(2) data into 1 x 1 km(2) pixels by calculating the average LAI values for the low resolution pixels. The up-scaled data are used to validate the MODIS LAI product at the Shandan site. A power regression model (LAI=2.3758*NDVI3.5216, R-2=0.66, P<0.01), established between field measured LAI and ETM+ NDVI, elicits a high statistical significance. A linear regression model (LA1=0.1798*SR-0.3574, R-2=0.55, P<0.01) is established between field measured LAI and ETM+ SR. The MODIS LAI product correlates best with the ETM+ LAI transfer function obtained with NDVI data. Its R-2 reaches 0.46, its slope 0.97, but the intercept is 0.7, which suggests that MODIS LAI is systematically underestimated. The results illustrate that LAI measured with a LAI-2000 instrument at the VALERI Shandan site leads to an underestimation of the MODIS LAI product. A plausible cause for the systematic underestimation related with the LAI field measurements is discussed. |
英文关键词 | LAI up-scaling validation VALERI semi-arid alpine meadows MODIS LAI product |
来源出版物 | REMOTE SENSING FOR AGRICULTURE, ECOSYSTEMS, AND HYDROLOGY IX |
ISSN | 0277-786X |
EISSN | 1996-756X |
出版年 | 2007 |
卷号 | 6742 |
ISBN | 978-0-8194-6900-7 |
出版者 | SPIE-INT SOC OPTICAL ENGINEERING |
类型 | Proceedings Paper |
语种 | 英语 |
国家 | Peoples R China;Belgium |
收录类别 | CPCI-S |
WOS记录号 | WOS:000253406200030 |
WOS关键词 | LEAF-AREA INDEX ; LANDSAT TM ; VEGETATION INDEXES ; OREGON TRANSECT ; THEMATIC MAPPER ; FOREST SITE |
WOS类目 | Geochemistry & Geophysics ; Remote Sensing ; Optics |
WOS研究方向 | Geochemistry & Geophysics ; Remote Sensing ; Optics |
资源类型 | 会议论文 |
条目标识符 | http://119.78.100.177/qdio/handle/2XILL650/296822 |
作者单位 | 1.Chinese Acad Sci, CAREERI, 260 Donggang West Rd, Lanzhou 730000, Gansu, Peoples R China; 2.Flemish Inst Technol Res Vito, B-2400 Mol, Belgium; 3.Univ Antwerp, Dept Biol, Antwerp, Belgium; 4.Univ Libre Bruxelles, Ecole Interfac Bioingenieurs, Brussels, Belgium |
推荐引用方式 GB/T 7714 | Ma, Mingguo,Veroustraete, Frank,Lu, Ling,et al. Validating the MODIS LAI product by scaling up LAI measurements at a VALERI Alpine meadow site, China[C]:SPIE-INT SOC OPTICAL ENGINEERING,2007. |
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