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FLOODED AREA EXTRACTION OF RICE PADDY FIELD IN INDONESIA USING SENTINEL-1 SAR DATA
- Source :
- The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Vol XLII-3-W7, Pp 73-76 (2019)
- Publication Year :
- 2019
-
Abstract
- The objective of this study is to detect flooded area in rice paddy fields in Indonesia by using remotely sensed data. We used synthetic aperture radar (SAR) data for this purpose, because it is capable of getting high-resolution data in almost all-weather conditions. The paper gives a result of detecting flooded area occurred in our research sites located close to Bandung area, Tegalluar in Bojongsoang district, from the end of February to the beginning of March in 2018. The C-band SAR data acquired by Sentinel-1 were used for this analysis. We derived the gamma-naught threshold for dividing flood and non-flood areas by using a linear discriminant analysis. Discriminant accuracy reached 98% using VV polarization. By using the gamma-naught threshold and rice paddy field mask (GIS data), the rice paddy flooded area could be extracted with good accuracy.
- Subjects :
- Synthetic aperture radar
lcsh:Applied optics. Photonics
010504 meteorology & atmospheric sciences
Flood myth
lcsh:T
0211 other engineering and technologies
lcsh:TA1501-1820
02 engineering and technology
Linear discriminant analysis
01 natural sciences
lcsh:Technology
Field (computer science)
lcsh:TA1-2040
Environmental science
Paddy field
Extraction (military)
lcsh:Engineering (General). Civil engineering (General)
021101 geological & geomatics engineering
0105 earth and related environmental sciences
Remote sensing
Subjects
Details
- Language :
- English
- ISSN :
- 21949034
- Database :
- OpenAIRE
- Journal :
- The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Vol XLII-3-W7, Pp 73-76 (2019)
- Accession number :
- edsair.doi.dedup.....96dd60ca8eafd305ca9c328f76ae9335