Overview of the radiometric and biophysical performance of the MODIS vegetation indices

遥感 辐射定年 植被(病理学) 环境科学 辐射测量 植被指数 地质学 归一化差异植被指数 气候变化 海洋学 医学 病理
作者
Alfredo Huete,Kamel Didan,Tomoaki Miura,E Patiño Rodriguez,Xiang Gao,Laerte Guimarães Ferreira
出处
期刊:Remote Sensing of Environment [Elsevier]
卷期号:83 (1-2): 195-213 被引量:9138
标识
DOI:10.1016/s0034-4257(02)00096-2
摘要

Abstract We evaluated the initial 12 months of vegetation index product availability from the Moderate Resolution Imaging Spectroradiometer (MODIS) on board the Earth Observing System-Terra platform. Two MODIS vegetation indices (VI), the normalized difference vegetation index (NDVI) and enhanced vegetation index (EVI), are produced at 1-km and 500-m resolutions and 16-day compositing periods. This paper presents an initial analysis of the MODIS NDVI and EVI performance from both radiometric and biophysical perspectives. We utilize a combination of site-intensive and regionally extensive approaches to demonstrate the performance and validity of the two indices. Our results showed a good correspondence between airborne-measured, top-of-canopy reflectances and VI values with those from the MODIS sensor at four intensively measured test sites representing semi-arid grass/shrub, savanna, and tropical forest biomes. Simultaneously derived field biophysical measures also demonstrated the scientific utility of the MODIS VI. Multitemporal profiles of the MODIS VIs over numerous biome types in North and South America well represented their seasonal phenologies. Comparisons of the MODIS-NDVI with the NOAA-14, 1-km AVHRR-NDVI temporal profiles showed that the MODIS-based index performed with higher fidelity. The dynamic range of the MODIS VIs are presented and their sensitivities in discriminating vegetation differences are evaluated in sparse and dense vegetation areas. We found the NDVI to asymptotically saturate in high biomass regions such as in the Amazon while the EVI remained sensitive to canopy variations.
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