Title :
Evi´s estimation to improve the monitoring of sugarcane using TRMM satellite data
Author :
Gonçalves, R. R V ; Zullo, J., Jr. ; Coltri, P.P. ; Romani, L.A.S.
Author_Institution :
Center of Meteorol. & Climate Researches Appl. to Agric. (Cepagri), Univ. of Campinas (Unicamp), Campinas, Brazil
Abstract :
This paper presents an analysis of relation between EVI and TRMM data to improve the monitoring of sugarcane production in south-central Brazil. As this region has a deficient network of ground-based meteorological stations, we proposed to use TRMM satellite data in order to complete lack of data. As both data from TRMM and meteorological ground-based stations presented a high correlation, as well as there are cross-correlation between precipitation and vegetation index data, we proposed a formula to estimate EVI values from TRMM precipitation series. Results indicate the potential of using medium spatial resolution satellite in agriculture specially to regional monitoring in a country of continental dimensions such as Brazil.
Keywords :
atmospheric precipitation; crops; data analysis; environmental monitoring (geophysics); sugar; EVI estimation; TRMM satellite data; agriculture; continental dimensions; ground-based meteorological stations; medium spatial resolution satellite; precipitation; regional monitoring; southcentral Brazil; sugarcane monitoring; sugarcane production; vegetation index data; Agriculture; Correlation; Monitoring; Production; Satellites; Time series analysis; Vegetation mapping; Vegetation Index; crops yields; cross-correlation; precipitation; time series;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International
Conference_Location :
Munich
Print_ISBN :
978-1-4673-1160-1
Electronic_ISBN :
2153-6996
DOI :
10.1109/IGARSS.2012.6352084