Araştırma Makalesi

Determining soil moisture with Sentinel-1 image

Cilt: 11 Sayı: 2 1 Kasım 2024
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Determining soil moisture with Sentinel-1 image

Öz

Soil moisture is vital for agricultural practices, climate change, erosion, and water management issues. Thus, monitoring and spatial distribution of soil moisture is also important. Nowadays, the usage of remote sensing, apart from traditional methods, for estimating soil moisture is rapidly increasing. In this context, Synthetic Aperture Radar images constitute one of the remote sensing tools. In this study, soil moisture was estimated using Sentinel-1 imaging in a 25-decar field. In situ measurements were carried out with a soil moisture meter in synchronization with the Sentinel-1 transition. As a result of the study, soil moisture was estimated with an empirical approach, using a model derived from in situ soil moisture measurement and Sentinel-1 backscatter data.

Anahtar Kelimeler

Proje Numarası

CUBAP M – 2023 – 845

Teşekkür

We want to thank CUBAP (Cumhuriyet University Scientific Research Projects) for M – 2023 – 845 numbered Project and their co-operation.

Kaynakça

  1. Bajgiran, P. R., Berg, A. A., Champagne, C., & Omasa, K. (2013). Estimation of soil moisture using optical/thermal infrared remote sensing in the Canadian Prairies. ISPRS journal of photogrammetry and remote sensing, 83, 94-103.
  2. Bazzi, H., Baghdadi, N., Nino, P., Napoli, R., Najem, S., Zribi, M., & Vaudour, E. (2024). Retrieving Soil Moisture from Sentinel-1: Limitations over Certain Crops and Sensitivity to the First Soil Thin Layer. Water, 16(1), 40.
  3. Bormudoi, A., Nagai, M., Katiyar, V., Ichikawa, D., & Eguchi, T. (2023). Soil Moisture Change Detection with Sentinel-1 SAR Image for Slow Onsetting Disasters: An Investigative Study Using Index Based Method. Land, 12(2), 506.
  4. El Hajj, M., Baghdadi, N., Bazzi, H., & Zribi, M. (2019). Penetration analysis of SAR signals in the C and L bands for wheat, maize, and grasslands. Remote Sensing, 11(1), 31.
  5. Esch, S., Korres, W., Reichenau, T. G., & Schneider, K. (2018). Soil moisture index from ERS-SAR and its application to the analysis of spatial patterns in agricultural areas. Journal of Applied Remote Sensing, 12(2), 022206-022206.
  6. Filion, R., Bernier, M., Paniconi, C., Chokmani, K., & Talazac, M. (2014). Empirical modelling to estimate surface soil moisture at field scale in Sardinia, Italy: Comparison between optical and SAR data. In 2014 IEEE geoscience and remote sensing symposium, 3243-3246.
  7. Geudtner, D., Torres, R., Snoeij, P., Davidson, M., & Rommen, B. (2014). Sentinel-1 system capabilities and applications. In 2014 IEEE geoscience and remote sensing symposium, 1457-1460.
  8. Gorrab, A., Zribi, M., Baghdadi, N., Lili-Chabaane, Z., & Mougenot, B. (2014). Multi-frequency analysis of soil moisture vertical heterogeneity effect on radar backscatter. In 2014 1st International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 379-384.

Ayrıntılar

Birincil Dil

İngilizce

Konular

Fotogrametri ve Uzaktan Algılama

Bölüm

Araştırma Makalesi

Erken Görünüm Tarihi

29 Temmuz 2024

Yayımlanma Tarihi

1 Kasım 2024

Gönderilme Tarihi

8 Mayıs 2024

Kabul Tarihi

24 Mayıs 2024

Yayımlandığı Sayı

Yıl 2024 Cilt: 11 Sayı: 2

Kaynak Göster

APA
Atun, R., & Gursoy, O. (2024). Determining soil moisture with Sentinel-1 image. Jeodezi ve Jeoinformasyon Dergisi, 11(2), 149-156. https://doi.org/10.9733/JGG.2024R0010.E
AMA
1.Atun R, Gursoy O. Determining soil moisture with Sentinel-1 image. hkmojjd. 2024;11(2):149-156. doi:10.9733/JGG.2024R0010.E
Chicago
Atun, Rutkay, ve Onder Gursoy. 2024. “Determining soil moisture with Sentinel-1 image”. Jeodezi ve Jeoinformasyon Dergisi 11 (2): 149-56. https://doi.org/10.9733/JGG.2024R0010.E.
EndNote
Atun R, Gursoy O (01 Kasım 2024) Determining soil moisture with Sentinel-1 image. Jeodezi ve Jeoinformasyon Dergisi 11 2 149–156.
IEEE
[1]R. Atun ve O. Gursoy, “Determining soil moisture with Sentinel-1 image”, hkmojjd, c. 11, sy 2, ss. 149–156, Kas. 2024, doi: 10.9733/JGG.2024R0010.E.
ISNAD
Atun, Rutkay - Gursoy, Onder. “Determining soil moisture with Sentinel-1 image”. Jeodezi ve Jeoinformasyon Dergisi 11/2 (01 Kasım 2024): 149-156. https://doi.org/10.9733/JGG.2024R0010.E.
JAMA
1.Atun R, Gursoy O. Determining soil moisture with Sentinel-1 image. hkmojjd. 2024;11:149–156.
MLA
Atun, Rutkay, ve Onder Gursoy. “Determining soil moisture with Sentinel-1 image”. Jeodezi ve Jeoinformasyon Dergisi, c. 11, sy 2, Kasım 2024, ss. 149-56, doi:10.9733/JGG.2024R0010.E.
Vancouver
1.Rutkay Atun, Onder Gursoy. Determining soil moisture with Sentinel-1 image. hkmojjd. 01 Kasım 2024;11(2):149-56. doi:10.9733/JGG.2024R0010.E