Spatial resolution enhancement of satellite image data using fusion approach

Global Colloquium on GeoSciences and Engineering 2017

Lestiana, H.^1 ; Sukristiyanti^1

Research Center for Geotechnology, LIPI, Bandung, Indonesia^1

关键词: Application of fusion;    Component estimation;    Object identification;    Satellite image datas;    Sea surface temperature (SST);    Smart city applications;    Spatial-resolution enhancement;    Submarine groundwater discharge;   

Others  :  https://iopscience.iop.org/article/10.1088/1755-1315/118/1/012047/pdf
DOI  :  10.1088/1755-1315/118/1/012047

来源: IOP

【 摘 要 】

Object identification using remote sensing data has a problem when the spatial resolution is not in accordance with the object. The fusion approach is one of methods to solve the problem, to improve the object recognition and to increase the objects information by combining data from multiple sensors. The application of fusion image can be used to estimate the environmental component that is needed to monitor in multiple views, such as evapotranspiration estimation, 3D ground-based characterisation, smart city application, urban environments, terrestrial mapping, and water vegetation. Based on fusion application method, the visible object in land area has been easily recognized using the method. The variety of object information in land area has increased the variation of environmental component estimation. The difficulties in recognizing the invisible object like Submarine Groundwater Discharge (SGD), especially in tropical area, might be decreased by the fusion method. The less variation of the object in the sea surface temperature is a challenge to be solved.