Journal cover Journal topic
Hydrology and Earth System Sciences An interactive open-access journal of the European Geosciences Union
Hydrol. Earth Syst. Sci., 16, 1805-1816, 2012
http://www.hydrol-earth-syst-sci.net/16/1805/2012/
doi:10.5194/hess-16-1805-2012
© Author(s) 2012. This work is distributed
under the Creative Commons Attribution 3.0 License.
Research article
03 Jul 2012
Flood occurrence mapping of the middle Mahakam lowland area using satellite radar
H. Hidayat1,2, D. H. Hoekman3, M. A. M. Vissers4, and A. J. F. Hoitink1,5 1Hydrology and Quantitative Water Management Group, Wageningen University, Wageningen, The Netherlands
2Research Centre for Limnology, Indonesian Institute of Sciences, Cibinong, Indonesia
3Earth System Science and Climate Change Group, Wageningen University, The Netherlands
4SarVision BV, Wageningen, The Netherlands
5Institute for Marine and Atmospheric Research Utrecht, Department of Physical Geography, Utrecht University, Utrecht, The Netherlands
Abstract. Floodplain lakes and peatlands in the middle Mahakam lowland area are considered as ecologically important wetland in East Kalimantan, Indonesia. However, due to a lack of data, the hydrological functioning of the region is still poorly understood. Among remote sensing techniques that can increase data availability, radar is well-suitable for the identification, mapping, and measurement of tropical wetlands, for its cloud unimpeded sensing and night and day operation. Here we aim to extract flood extent and flood occurrence information from a series of radar images of the middle Mahakam lowland area. We explore the use of Phased Array L-band Synthetic Aperture Radar (PALSAR) imagery for observing flood inundation dynamics by incorporating field water level measurements. Water level measurements were carried out along the river, in lakes and in peatlands, using pressure transducers. For validation of the open water flood occurrence map, bathymetry measurements were carried out in the main lakes. A series of PALSAR images covering the middle and lower Mahakam area in the years 2007 through 2010 were collected. A fully inundated region can be easily recognized on radar images from a dark signature. Open water flood occurrence was mapped using a threshold value taken from radar backscatter of the permanently inundated river and lakes areas. Radar backscatter intensity analysis of the vegetated floodplain area revealed consistently high backscatter values, indicating flood inundation under forest canopy. We used those values as the threshold for flood occurrence mapping in the vegetated area.

Citation: Hidayat, H., Hoekman, D. H., Vissers, M. A. M., and Hoitink, A. J. F.: Flood occurrence mapping of the middle Mahakam lowland area using satellite radar, Hydrol. Earth Syst. Sci., 16, 1805-1816, doi:10.5194/hess-16-1805-2012, 2012.
Publications Copernicus
Download
Share