Machine Learning-Based Rice Field Mapping in Kulon Progo using a Fusion of Multispectral and SAR Imageries

• Main Authors: Khoirurrizqi, Yusri, Sasongko, Rohmad, Utami, Nur Laila Eka, Irbah, Amanda, Arjasakusuma, Sanjiwana
• Format: Article PeerReviewed
• Language: English
• Published: Muhammadiyah University of Surakarta 2023
• Subjects: Photogrammetry and Remote Sensing
• Online Access: https://repository.ugm.ac.id/286347/1/scopus%20%283%29.bib; https://repository.ugm.ac.id/286347/
• Institution: Universitas Gadjah Mada

The land-conversion of rice fields can reduce rice production and negatively impact food security. Consequently, monitoring is essential to prevent the loss of productive agricultural land. This study uses a combination of Sentinel-2 MSI, Sentinel-1 SAR, along with SRTM (elevation and slope data) to...