DocumentCode :
2231279
Title :
Frost damage detection in sugarcane crop using MODIS images and SRTM data
Author :
Rudorff, Bernardo Friedrich Theodor ; Aguiar, Daniel Alves ; Adami, Marcos ; Salgado, Moisés Pereira Galvão
Author_Institution :
Remote Sensing Div. (DSR), Nat. Inst. for Space Res. (INPE), São José dos Campos, Brazil
fYear :
2012
fDate :
22-27 July 2012
Firstpage :
5709
Lastpage :
5712
Abstract :
The sugarcane production in the South-central region of Brazil has more than doubled over the last decade reaching a maximum of 557 million tons in 2010/11. A significant and unexpected decrease was observed in crop year 2011/12 dropping the production to 494 million tons. Several factors contributed to a major crop yield loss including a sudden frost event in São Paulo state. It is difficult to estimate the frost impact but remote sensing images might be useful to quantify the intensity of the damage and its spatial distribution. The objective of this study is to detect and evaluate the extent of the frost damage using MODIS, Landsat, and STRM data. Field work for classification and validation purposes was conducted shortly after frost occurrence. Preliminary analyses indicated that remote sensing satellite images were useful to detect and evaluate the extent the frost damage on sugarcane fields.
Keywords :
crops; geophysical image processing; ice; remote sensing; Landsat data; MODIS images; SRTM data; Sao Paulo state; South-central Brazil; crop year; frost damage detection; frost occurrence; major crop yield loss; remote sensing satellite images; spatial distribution; sudden frost event; sugarcane crop; sugarcane fields; sugarcane production; Agriculture; Earth; MODIS; Production; Remote sensing; Satellites; Sugar industry; MODIS time-series; Sugarcane yield;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International
Conference_Location :
Munich
ISSN :
2153-6996
Print_ISBN :
978-1-4673-1160-1
Electronic_ISBN :
2153-6996
Type :
conf
DOI :
10.1109/IGARSS.2012.6352315
Filename :
6352315
Link To Document :
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