A SIMPLE-MODEL FOR THE TEMPORAL VARIATIONS OF NDVI AT REGIONAL-SCALE OVER AGRICULTURAL COUNTRIES - VALIDATION WITH GROUND RADIOMETRIC MEASUREMENTS

被引:31
作者
FISCHER, A
机构
[1] L.E.R.T.S., Laboratoire d’Etudes et de Recherches en Teledetection Spatiale (CNES/CNRS), Belin, Toulouse Ccdex, 31055, BPI 2801, 18, av. E
关键词
D O I
10.1080/01431169408954175
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
The NDVI profile computed from coarse resolution satellite records over temperate agricultural countries, is an average profile which results from the combination of radiative responses of the different species which are found within a pixel. In this paper we are interested in the extraction of the NDVI time profile of some specific crops using a semi-empirical model to test for the temporal variations of the NDVI. First, a simple model (a double logistic function with five parameters) is used to describe the temporal profile of the NDVI over an homogeneous canopy. The two parameters which locate the inflexion points, are particularly interesting to define the growing period. In this paper, we assume that, from a radiative point of view, the Beauce agricultural country (France) can be assimilated to an association of two homogeneous canopies: winter crops group and summer crops group. The double logistic functions which describe the NDVI time profile for these two groups are: NDVI(w)(t) and NDVI(s)(t). Second, in such a case, an approximate model based on the sum of NDVI(w)(t) and NDVI(s)(t) weighted by the areas, can describe the NDVI temporal data at a regional scale. A sensitive study is done, in order to examine how the application of this model to Regional Data permits the retrieval of parameters values close to that of NDVI(w)(t) and NDVI(s)(t). The results show that with an a priori knowledge on the asymptotical value of each double logistic function, the positions of the inflexion points are retrieved with a maximum error of 6 per cent when the relative contributions of winter crops and summer crops are nearly the same, when an error of 11 per cent is reached for the location of the growing period of the summer crops and when their contribution to the regional response is reduced.
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页码:1421 / 1446
页数:26
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