A comparative analysis of different terrain correction methods based on Landsat-8 OLI data

The topographic effect has long been recognized as one of problems for quantitative remote sensing. The paper compares the correction results of OLI data based on C model, Cosine model, SCS model, Minnaert model and pixel-based Minnaert Correction Method. The visual inspection, statistical analysis...

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Veröffentlicht in:IOP conference series. Earth and environmental science 2021-02, Vol.671 (1), p.12003
Hauptverfasser: Zhang, Ying, Ai, Yunfei, Su, Fei, Su, Hang, He, Zhixian, Wang, Changhai, Ying, Jun, Zhou, Minlu
Format: Artikel
Sprache:eng
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Zusammenfassung:The topographic effect has long been recognized as one of problems for quantitative remote sensing. The paper compares the correction results of OLI data based on C model, Cosine model, SCS model, Minnaert model and pixel-based Minnaert Correction Method. The visual inspection, statistical analysis and regression analysis of images were used to analyze the results before and after correction of image. The results show that the C model has a better correction effect. The Cosine model and SCS model were significantly overcorrected. However, C model, Minnaert model and slope-based Minnaert model weakened the influence of terrain. By comparative analysis, the C correction method was optimal model for OLI image.
ISSN:1755-1307
1755-1315
DOI:10.1088/1755-1315/671/1/012003