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

Authors :
Ying Zhang
Minlu Zhou
Hang Su
Zhixian He
Jun Ying
Changhai Wang
Yunfei Ai
Su Fei
Source :
IOP Conference Series: Earth and Environmental Science. 671:012003
Publication Year :
2021
Publisher :
IOP Publishing, 2021.

Abstract

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.

Details

ISSN :
17551315 and 17551307
Volume :
671
Database :
OpenAIRE
Journal :
IOP Conference Series: Earth and Environmental Science
Accession number :
edsair.doi...........e3a5a724a947b816fd612b2825ccba05