Integration of Texture and PCA Information from Sentinel-1 SAR Data for Land Cover-Analysis using Random Forest Classifier Method in Sidoarjo Regency, Indonesia

Integration of Texture and PCA Information from Sentinel-1 SAR Data for Land Cover-Analysis using Random Forest Classifier Method in Sidoarjo Regency, Indonesia

Land cover has an important role in modelling to spatially analyse natural phenomena that occur on the earth's surface. The identification of land cover can also be used to determine the availability of green space and the percentage of built-up land in an area. Through this information, it can...

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Bibliographic Details
Main Authors: Filsa Bioresita, Trisya Sayyidah Fithri Larastika, Muhammad Taufik, Noorlaila Hayati, Chelsea Alfarelia Putri Taslyanto
Format: Article
Language:English
Published: Universitas Muhammadiyah Surakarta 2025-03-01
Series:Forum Geografi
Subjects:
random forest classifier
sentinel-1 grd
land cover
Online Access:https://journals2.ums.ac.id/index.php/fg/article/view/6045
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https://journals2.ums.ac.id/index.php/fg/article/view/6045

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