Knowledge Resource Center for Ecological Environment in Arid Area
DOI | 10.1016/j.rse.2009.04.004 |
Evaluation of earth observation based long term vegetation trends - Intercomparing NDVI time series trend analysis consistency of Sahel from AVHRR GIMMS, Terra MODIS and SPOT VGT data | |
Fensholt, Rasmus1; Rasmussen, Kjeld1; Nielsen, Thomas Theis2; Mbow, Cheikh3 | |
通讯作者 | Fensholt, Rasmus |
来源期刊 | REMOTE SENSING OF ENVIRONMENT
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ISSN | 0034-4257 |
EISSN | 1879-0704 |
出版年 | 2009 |
卷号 | 113期号:9页码:1886-1898 |
英文摘要 | AVHRR (Advanced Very High Resolution Radiometer) GIMMS (Global Inventory Modelling and Mapping Studies) NDVI (Normalized Difference vegetation Index) data is available from 1981 to present time. The global coverage 8 km resolution 15-day composite data set has been used for numerous local to global scale vegetation time series studies during recent years. Several aspects however potentially introduce noise in the NDVI data set due to the AVHRR sensor design and data processing. More recent NDVI data sets from both Terra MODIS and SPOT VGT data are considered an improvement over AVHRR and these products in theory provide a possibility to evaluate the accuracy of GIMMS NDVI time series trend analysis for the overlapping period of available data. In this study the accuracy of the GIMMS NDVI time series trend analysis is evaluated by comparison with the 1 km resolution Terra MODIS (MOD13A2) 16-day composite NDVI data, the SPOT Vegetation (VGT) 10-day composite (S10) NDVI data and in situ measurements of a test site in Dahra, Senegal. Linear least squares regression trend analysis on eight years of GIMMS annual average NDVI (20002007) has been compared to Terra MODIS (1 km and 8 km resampled) and SPOT VGT NDVI data 1 km (20002007). The three data products do not exhibit identical patterns of NDVI trends. SPOT VGT NDVI data are characterised by higher positive regression slopes over the 8-year period as compared to Terra MODIS and AVHRR GIMMS NDVI data, possibly caused by a change in channels 1 and 2 spectral response functions from SPOT VGT1 to SPOT VGT2 in 2003. Trend analysis of AVHRR GIMMS NDVI exhibits a regression slope range in better agreement with Terra MODIS NDVI for semi-arid areas. However, GIMMS NDVI shows a tendency towards higher positive regression slope values than Terra MODIS in more humid areas. Validation of the different NDVI data products against continuous in situ NDVI measurements for the period 2002-2007 in the semi-arid Senegal revealed a good agreement between in situ measurements and all satellite based NDVI products. Using Terra MODIS NDVI as a reference, it is concluded that AVHRR GIMMS coarse resolution NDVI data set is well-suited for long term vegetation studies of the Sahel-Sudanian areas receiving < 1000 mm rainfall, whereas interpretation of GIMMS NDVI trends in more humid areas of the Sudanian-Guinean zones should be done with certain reservations. (C) 2009 Elsevier Inc. All rights reserved. |
英文关键词 | NDVI Trend analysis Terra MODIS SPOT VGT AVHRR GIMMS Sahel |
类型 | Article |
语种 | 英语 |
国家 | Denmark ; Senegal |
收录类别 | SCI-E |
WOS记录号 | WOS:000268605200008 |
WOS关键词 | NET PRIMARY PRODUCTION ; IN-SITU MEASUREMENTS ; WATER-VAPOR ; WEST-AFRICA ; INDEX DATA ; ATMOSPHERIC CORRECTION ; SEMIARID ENVIRONMENT ; SAHARA DESERT ; NOAA ; LAND |
WOS类目 | Environmental Sciences ; Remote Sensing ; Imaging Science & Photographic Technology |
WOS研究方向 | Environmental Sciences & Ecology ; Remote Sensing ; Imaging Science & Photographic Technology |
资源类型 | 期刊论文 |
条目标识符 | http://119.78.100.177/qdio/handle/2XILL650/162429 |
作者单位 | 1.Univ Copenhagen, Dept Geog & Geol, DK-1350 Copenhagen, Denmark; 2.Roskilde Univ, Dept Environm Social & Spatial Change, Roskilde, Denmark; 3.Univ Cheickh Anta Diop Dakar, Inst Environm Sci, Dakar, Senegal |
推荐引用方式 GB/T 7714 | Fensholt, Rasmus,Rasmussen, Kjeld,Nielsen, Thomas Theis,et al. Evaluation of earth observation based long term vegetation trends - Intercomparing NDVI time series trend analysis consistency of Sahel from AVHRR GIMMS, Terra MODIS and SPOT VGT data[J],2009,113(9):1886-1898. |
APA | Fensholt, Rasmus,Rasmussen, Kjeld,Nielsen, Thomas Theis,&Mbow, Cheikh.(2009).Evaluation of earth observation based long term vegetation trends - Intercomparing NDVI time series trend analysis consistency of Sahel from AVHRR GIMMS, Terra MODIS and SPOT VGT data.REMOTE SENSING OF ENVIRONMENT,113(9),1886-1898. |
MLA | Fensholt, Rasmus,et al."Evaluation of earth observation based long term vegetation trends - Intercomparing NDVI time series trend analysis consistency of Sahel from AVHRR GIMMS, Terra MODIS and SPOT VGT data".REMOTE SENSING OF ENVIRONMENT 113.9(2009):1886-1898. |
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