DOI: https://doi.org/10.14710/ijfst.19.3.%25p

Comparison Of Carlson Trophic State Index In Jatibarang Reservoir Using Landsat 8 OLI and Sentinel-2A MSI

*Risdianto Adi Pratomo  -  Departement of Aquatic Resources Management, Diponegoro University, Jl. Prof. Sudarto, SH, Tembalang, Semarang, Indonesia 50275, Indonesia

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Abstract

Jatibarang Reservoir is located in Semarang City and has fisheries potential so the condition of water quality is important to know. Water quality monitoring can be known by analyzing the trophic status. The purpose of this study was to determine the spatial description of water quality parameters including secchi disk transparency, total phosphorus and chlorophyll-a concentration and also the distribution of trophic status in Jatibarang Reservoir. The study used a descriptive analysis method using Landsat-8 OLI (Operational Land Imager) and Sentinel-2A MSI (Multi Spectral Index) satellite image data to determine trophic status and field data as accuracy test. Data collection was carried by 7 stations. Analysis of data accuracy using standard error method and trophic status using Carlson Index. The results obtained for each parameter in the Landsat-8 OLI image are brightness 0.30, total phosphorus 0.74 and chlorophyll-a 1.41 while the regression results for the Sentinel-2A MSI are brightness 0.29, total phosphorus 0, 17 and chlorophyll-a 0.60. Sentinel-2A MSI is better for estimating trophic status parameters than Landsat 8 OLI. The brightness field ranged from 0.22 to 0.32 meters, total phosphorus from 0.13 to 0.24 mgL-1 and chlorophyll-a ranged from 2.30 to 3.79 mgL-1. The value of Carlson's trophic status in Jatibarang Reservoir ranges from 58.76 to 63.21 which is included in the mild to moderate eutrophic fertility level.

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Keywords: Fisheries and Marine Sciences; Water Resources Management; Remote Sensing

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Section: Research Articles
Language : EN
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  1. Abuka, M.. 2012. Eutrophication in Shallow Lakes and Water Dams. in. A Magazine for the Environmental Center for Arab Towns. Issue 2 December 2012
  2. Aisyah., S. Triharyuni., E. Prianto, and RM Purwoko. 2020. Study of Fish Carrying Capacity in the Jatibarang Reservoir, Semarang. Indonesian Fisheries Research Journal. 26 (1) : 1 – 9
  3. Brivio PA, C. Giardino & E. Zilioli. 2001. Determination Of Chlorophyll Concentration Changes In Lake Garda Using An Image Based Radiative Transfer Code For Landsat TM Images. International Journal of Remotes Sensing, (22) 2: 487-502
  4. Carlson, RE 1975. A Trophic State Index For Lakes. Limnology and Oceanography.6(3):320-323
  5. Carlson, RE 1977. A Trophic State Index For Lakes. Limnology and Oceanography. 22 (2) : 361– 369
  6. Faizin, KA, S. Rudiyanti, dan S. Anggoro. 2018. Profil Status Kesuburan Perairan Secara Vertikal Di Waduk Jatibarang, Semarang. Journal of Maquares. 7(2) : 197 – 206
  7. Ikhsan, MI, S. Rudiyanti, dan C. Ain. 2020. Hubungan antara Nitrat dan Fosfat dengan Kelimpahan Fitoplankton di Waduk Jatibarang Semarang. Diponegoro Journal of Maquares. 9 (1) : 23 – 30
  8. Indriani,W., S. Hutabarat, dan C. A'in. 2016. Status Trofik Perairan Berdasarkan Nitrat, Fosfat, dan Klorofil-a di Waduk jatibarang, Kota Semarang. Journal of Maquares. 5(4) : 258 – 264
  9. Jorgensen, S. 2003.The Application of Models to Find the Relevance of Residence Time in Lake and Reservoir Management. Journal of Limnology, Vol. (1):16-20
  10. Juantari, GY, RW Sayekti, dan D. Harisuseno. 2013. Status Trofik dan Daya Tampung Beban Pencemaran Waduk Sutami. Jurnal Teknik Pengairan. 4 (1) : 61– 66
  11. Kloiber, SM, PL Brezonik., LG Olmanson dan ME Bauer. 2002. A Produce for Regional Lake Water Clarity Assessment Using Landsat Multispectral Data. Journal of Remote Sensing and Environment, 82 : 38 - 47
  12. Laksitaningrum, KW, W. Widyatmanti, dan T. Gunawan. 2017. Aplikasi Citra Landsat 8 OLI Untuk Identifikasi Status Trofik Waduk Gajah Mungkur Wonogiri, Jawa Tengah. Majalah Ilmiah Globe. 19(2) : 113 -122
  13. Li, R., dan J. Li.2004. Satelite Remote Sensing Tchnology for Lake Water Clarity Monitoring : An Overview. International Society for Enviromental Information Sciences. 2 : 893 – 901
  14. Mazumder, A.& Havens, KE 1998. Nutrient-Chlorophyll-Secchi Relationships Under Contrasting Grazer Communities Of Temperate Versus Subtropical Lakes,Canada
  15. Ouma, YO, K. Noor dan K. Herbert. 2020. Modelling Reservoir Chlorophyll-a, TSS, and Turbidity Using Sentinel-2A MSI and Landsat 8 OLI Satellite Sensors with Empirical Multivariate Regression. Journal of Sensors, 20 : 1-21
  16. Pentury, R. 1997. Algoritma Pendugaan Konsentrasi Klorofil-a di Perairan Teluk Ambon dengan Menggunakan Citra Landsat-ETM[Tesis]. Bogor : Institut Pertanian Bogor
  17. Pieri, M., L Massi., C. Nuccio., L. Lazzara., F. Scapini., C. Rossano dan F. Maselli. 2021. Evaluation of Landsat 8 OLI and Sentinel-2A MSI Images for Estimating the Ecological Quality of Port Waters. Eruopean Journal of Remote Sensing, 52 (1) : 281 – 295
  18. Rivani, A dan P. Wicaksono. 2018. Aplikasi Citra Landsat 8 OLI untuk Pemetaan Status Trofik Danau (Studi Kasus Blooming Algae Danau Maninjau Sumatera Barat). Fakultas Geografi UGM
  19. Sudjana, N dan Ibrahim. 1989. Penelitian dan Penilaian Pendidikan. Bandung: Sinar Baru Bandung
  20. Syah, AF (2010). Penginderaan jauh dan aplikasinya di wilayah pesisir dan lautan.Jurnal Kelautan: Indonesian Journal of Marine Science and Technology,3(1), 18-28
  21. Syamiazi, FDN, Saifullah dan FR Indrayanto. 2015. Kualitas Air di Waduk Nadra Kerenceng Kota Cilegon Provinsi Banten. Jurnal Akuatika. 2 (15) : 161 – 169
  22. Tisdale, S dan W. Nelson. 1975. Soil Fertility and Fertilizer. Third Edition New York : Macmillan Publishing. Co., Inc. 694 pp
  23. Wouthuyzen, S., MS Tarigan, E. Kusmanto, H. Indarto dan Sugarin. 2006. Pemantauan Kualitas Perairan Teluk Jakarta untuk Memprediksi Mark Algae dengan Satelit Terra dan Aqua MODIS. Laporan Penelitian Kompetitif Jabopunjur-LIPI
  24. Wu, C., J. Wu, J. Qi, L. Zhang, H. Huang, L. Lou, and Y. Chen. 2010. Empirical Estimation of Total Phosphorus Concentration in the Mainstream of the Qiantang River in China Using Landsat TM Data. International Journal of Remote Sensing. 31(9) : 2309 – 2324

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