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Transferability of Soil Moisture Model Developed from Sentinel-1 SAR Data / Fiktia Alfianita

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Transferability of Soil Moisture Model Developed from Sentinel-1 SAR Data / Fiktia Alfianita

Pengarang
Alfianita, Fiktia Trisasongko, Bambang Hendro (Pembimbing I) Barus, Baba (Pembimbing II)
Jenis bahan
Skripsi
Edisi
-
Penerbitan
Bogor : IPB University, 2021
Deskripsi fisik
x, 19 halaman : Ilustrasi ; 29 cm.
Bahasa
-
ISBN / ISSN / ISMN
-
Subjek
Pertanian-- Manajemen Sumberdaya Lahan Soil Science-- Soil moisture-- 2021-- Kab. Bogor - Jawa Barat
Abstrak
Soil moisture serves as one of the important variables in hydrological processes or climate change. The availability of water in agricultural fields is also a critical information for agriculture, where drought events can affect plant production. Tackling with the large areas covering agricultural fields, spatial information, usually derived from remote sensing, needs to be timely developed. Techniques for retrieving soil moisture have been established using multispectral imageries. Nevertheless, weather condition often constraints information retrievals. In that sense, developing the estimation based on Synthetic Aperture Radar (SAR) data, including Sentinel-1, is a necessity for agricultural planning. The main goals of this research were to model soil moisture using only dual-polarized SAR data and to investigate its potential in transfer modeling using subsequent data acquisition with the presence of vegetation. Soil moisture was modeled using random forest in a set of data and was validated using ground d
Catatan
Skripsi (Sarjana).--IPB University, 2021
Akses online
https://repository.ipb.ac.id/handle/123456789/109090
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