Technique to Reconstruct Band 6 Reflectance Information of Aqua Modis

Andy Indradjad and Noriandini Dewi Salyasari and Rahmat Arief (2016) Technique to Reconstruct Band 6 Reflectance Information of Aqua Modis. International Journal of Remote Sensing and Earth Sciences, 13 (2). pp. 131-138. ISSN 0216-6739

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Abstract

Remote sensing data could experience damage due to sensor failure or atmospheric condition. Reconstruction technique to retrieve the missing information had been widely developed in the past few years. This writing aimed to provide a technique to recover reflectance information of Aqua Moderate Resolution Imaging Spectroradiometer (MODIS) Band 6. Since Band 6 Aqua MODIS experienced sensor failure, lots of information would be missing. There were three kinds of methods used in repairing such damage. Two of which were categorized as spatial-based methods, i.e. NaN interpolation method and tensor completion method. Whereas, another method was a spectral-based one. NaN was an interpolation method to reconstruct missing value; while tensor completion method utilized low rank approximation, and spectral method used correlation between Band 6 and Band 7 which had near wavelength. Implementation of these methods was resulted in reconstruction of Aqua Modis Band 6 data which was damaged due to detector disfunction on Aqua Satellite. Peak Signal to Noise Ratio (PSNR) value of this method was 41 dB, meaning that reconstruction technique provided positive impacts for data improvement

Item Type: Article
Uncontrolled Keywords: data reconstruction, MODIS band 6, Aqua
Subjects: Teknologi Penginderaan Jauh > Penelitian, Pengkajian, dan Pengembangan > Teknologi dan Data Penginderaan Jauh > Perolehan Data > Satelit
Divisions: Deputi Penginderaan Jauh > Pusat Teknologi dan Data Penginderaan Jauh
Depositing User: Dinar Indrasasi
Date Deposited: 30 Aug 2021 12:43
Last Modified: 30 Aug 2021 12:43
URI: http://repositori.lapan.go.id/id/eprint/1208

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