DocumentCode :
340304
Title :
Yield indicators extracted from the combined use of CORINE land cover and NOAA-AVHRR/NDVI
Author :
Vignolles, C. ; Genovese, G. ; Nègre, T.
Author_Institution :
Joint Res. Centre, Comm. of the Eur. Communities, Ispra, Italy
Volume :
2
fYear :
1999
fDate :
1999
Firstpage :
779
Abstract :
In the framework of crop monitoring projects, satellite derived information is widely used to derive crop information and indices for yield estimation. The methodology applied here consists of extracting yield indicators from the combined use of land cover information (CORINE) and NOAA-AVHHR/NDVI at medium scale. The integration of an independent land cover increases the information content of the extracted time series of NDVI. Thus, indicators extracted are more closely related to crop yield. The study investigated the potential use of NDVI profiles obtained for the `non-irrigated arable land´ CORINE class to perform crop yield assessment. Data for wheat grown in Spain between 1995 and 1997 are presented at regional scale (sixteen administrative regions). By means of a statistical model (linear regression), indicators extracted from the CORINE class NDVI profiles have been linked to crop yields
Keywords :
agriculture; feature extraction; geophysical signal processing; image recognition; statistical analysis; vegetation mapping; CORINE land cover; NDVI; NOAA-AVHRR/NDVI; Spain; crop monitoring; crop yield; extracted time series; linear regression; nonirrigated arable land; satellite derived information; statistical model; wheat; yield indicators; Crops; Data mining; Ear; Image resolution; Linear regression; Monitoring; Satellite broadcasting; Testing; Vegetation mapping; Yield estimation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Geoscience and Remote Sensing Symposium, 1999. IGARSS '99 Proceedings. IEEE 1999 International
Conference_Location :
Hamburg
Print_ISBN :
0-7803-5207-6
Type :
conf
DOI :
10.1109/IGARSS.1999.774438
Filename :
774438
Link To Document :
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