Pemantauan Nilai Total Suspended Solid Dari Citra Sentinel-2A Dan Turbidity Lapangan Melalui Google Earth Engine (Studi Kasus: Situ Gede Tasikmalaya)

Authors

  • Andre Galih Rismawan Institut Teknologi Nasional Bandung Author
  • Hary Nugroho Institut Teknologi Nasional Bandung Author

Keywords:

Total Suspended Solid (TSS), situ gede, Sentinel 2 Satellite Imagery, Google Earth Engine, turbidity

Abstract

Monitoring water quality in inland water bodies such as lakes and reservoirs is essential for environmental management. One of the key parameters is Total Suspended Solid (TSS), which indicates water turbidity caused by suspended particles. This study aims to monitor the spatial distribution of TSS in Situ Gede, Tasikmalaya using Sentinel-2A satellite imagery and the Google Earth Engine (GEE) platform. TSS mapping was conducted for three observation periods: February, May, and August 2024. Validation was carried out by comparing TSS estimates with turbidity data from field measurements. The results showed that TSS values ranged from 10.68 mg/L to 45.08 mg/L. A linear correlation analysis between satellite-derived TSS and field turbidity data yielded an R² value of 0.186, indicating a weak linear relationship. However, the spatial pattern of TSS distribution from the imagery aligned well with actual field conditions. These findings demonstrate the significant potential of Sentinel-2A imagery and GEE for efficient and spatially explicit water quality monitoring, especially in areas that are difficult to access.

References

[1] Arwitama, M. F., Nadin, A. S., & Anisa, A. D. (2024). Analisis Normalized Different Turbidity Index dan Total Suspended Solid Sungai di Sekitar Ibu Kota Nusantara sebagai Sumber Data Air Bersih dalam Mendukung Kebutuhan Sanitasi Air. Jurnal Literasi Pendidikan Fisika, 5(2), 127-141. https://doi.org/10.30872/jlpf.v5i2.3845

[2] Bujang, M. A., Sa’at, N., & Azlan, C. A. (2022). The minimum sample size required for regression analysis: A review. Journal of Applied Medical Sciences, 11(2), 78–88.

[3] Budhiman, S. (2004). Pemetaan sebaran Total Suspended Matter (TSM) menggunakan data ASTER dengan pendekatan bio-optical model. Puslitbang Sumber Daya Laut dan Pesisir, BPP Teknologi. https://www.researchgate.net/publication/

[4] Effendi, H. (2003). Telaah kualitas air: Bagi pengelolaan sumber daya dan lingkungan perairan. Yogyakarta: Kanisius.

[5] Green, S. B. (1991). How many subjects does it take to do a regression analysis? Multivariate Behavioral Research, 26(3), 499–510. https://doi.org/10.1207/s15327906mbr2603_7

[6] Kementerian Pekerjaan Umum dan Perumahan Rakyat. (n.d.). Direktorat Jenderal Sumber Daya Air. Diakses pada 17 November 2024, dari https://sda.pu.go.id/

[7] Naurel Ekklesia Nirwana Putri. (2024). _Analisis Perubahan Kualitas Air Bendungan Selorejo Periode 2021–2024 Menggunakan Citra Sentinel 2A_ (Skripsi). Institut Teknologi Nasional Malang. (Diakses tanggal 16 November 2024)

[8] Papilaya, P. P. E. (2022). Aplikasi Google Earth Engine dalam menyediakan citra satelit sumber daya alam bebas awan (Google Earth Engine Application in Providing Satellite Images of Natural Resources Free of Clouds). MAKILA: Jurnal Penelitian Kehutanan, 16(2), 96–103. https://doi.org/10.30598/makila.v16i2.6586

[9] Pemerintah Republik Indonesia. (2021). Peraturan Pemerintah No. 22 Tahun 2021 tentang Penyelenggaraan Perlindungan dan Pengelolaan Lingkungan Hidup.

[10] Ramadianto, A., & Gunawan, T. (2014). Pemanfaatan citra penginderaan jauh untuk pemetaan kualitas air. Jurnal Bumi Indonesia, 3(3).

[11] Randahl, M. (2024). Rethinking sample size in linear regression: A simulation-based perspective. Journal of Applied Statistics, 51(1), 55–72.

[12] Ratnaningsih, Rossita Yuli (2017) Analisis Distribusi Spasial dan Temporal Parameter Kualitas Perairan Darat Menggunakan Data Sentinel-2(Studi Kasus: Danau Matano dan Towuti, Sulawesi Selatan). Undergraduate thesis, Institut Teknologi Sepuluh Nopember.

[13] Sasmito, B., Bashit, N., & Rachmadiana, E. (2022). Analisis perubahan konsentrasi Total Suspended Solid secara multitemporal menggunakan citra Sentinel 2A (Studi kasus: Danau Rawa Pening, Jawa Tengah). TEKNIK, 43(2), 178–189.

[14] World Health Organization (WHO). (2017). Guidelines for drinking-water quality (4th ed., incorporating the 1st addendum). Geneva: WHO. https://apps.who.int/iris/handle/10665/254637

[15] Yazwar. (2008). Keanekaragaman plankton berdasarkan dan keterkaitannya dengan kualitas air di Prapat Danau Toba (Tesis). Program Studi Biologi, Sekolah Pascasarjana, Universitas Sumatera Utara, Medan.

Downloads

Published

28/09/2025

How to Cite

[1]
“Pemantauan Nilai Total Suspended Solid Dari Citra Sentinel-2A Dan Turbidity Lapangan Melalui Google Earth Engine (Studi Kasus: Situ Gede Tasikmalaya)”, jse, vol. 10, no. 4, Sep. 2025, Accessed: Apr. 30, 2026. [Online]. Available: https://jse.serambimekkah.id/index.php/jse/article/view/1176

Similar Articles

1-10 of 406

You may also start an advanced similarity search for this article.