Please use this identifier to cite or link to this item: http://hdl.handle.net/10553/47790
Title: Pansharpening in coastal ecosystems using Worldview-2 imagery
Authors: Ibarrola-Ulzurrun, Edurne 
Marcello Ruiz, Francisco Javier 
Gonzalo-Martin, Consuelo 
UNESCO Clasification: 250616 Teledetección (Geología)
Keywords: Fusion
Quality
Wavelet
Image Fusion
High Resolution Satellite Images
Wavelet 'A Trous'
Shallow-Water Areas
Coastal Ecosystems Management
Classification
Issue Date: 2016
Journal: Proceedings of SPIE - The International Society for Optical Engineering 
Conference: Image and Signal Processing for Remote Sensing XXII 
Abstract: Both climate change and anthropogenic pressure impacts are producing a declining in ecosystem natural resources. In this work, a vulnerable coastal ecosystem, Maspalomas Natural Reserve (Canary Islands, Spain), is analyzed. The development of advanced image processing techniques, applied to new satellites with very high resolution sensors (VHR), are essential to obtain accurate and systematic information about such natural areas. Thus, remote sensing offers a practical and cost-effective means for a good environmental management although some improvements are needed by the application of pansharpening techniques. A preliminary assessment was performed selecting classical and new algorithms that could achieve good performance with WorldView-2 imagery. Moreover, different quality indices were used in order to asses which pansharpening technique gives a better fused image. A total of 7 pansharpening algorithms were analyzed using 6 spectral and spatial quality indices. The quality assessment was implemented for the whole set of multispectral bands and for those bands covered by the wavelength range of the panchromatic image and outside of it. After an extensive evaluation, the most suitable algorithm was the Weighted Wavelet à trous' through Fractal Dimension Maps technique which provided the best compromise between the spectral and spatial quality for the image. Finally, Quality Map Analysis was performed in order to study the fusion in each band at local level. As conclusion, novel analysis has been conducted covering the evaluation of fusion methods in shallow water areas. Hence, the excellent results provided by this study have been applied to the generation of challenging thematic maps of coastal and dunes protected areas.
URI: http://hdl.handle.net/10553/47790
ISBN: 9781510604124
ISSN: 0277-786X
DOI: 10.1117/12.2241506
Source: Proceedings of SPIE - The International Society for Optical Engineering[ISSN 0277-786X],v. 10004 (100041U)
Appears in Collections:Actas de congresos
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