Distribution of Water Quality Parameters Using Equation Multiple Linear Regression
DOI:
https://doi.org/10.23960/jtep-l.v13i4.1422-1431Abstract
Mayang River in Jember Regency has a strategic role in fulfilling people's lives and is a source of water for 79 irrigation areas with a total area of 16,471 hectares. Community use of the Mayang River has the potential to provide input of organic material from waste which can reduce river water quality. The aim of this research is to analyze the spatial distribution of water quality parameters, namely TSS, TDS, pH, DO and BOD. This research uses multiple linear regression techniques to determine the value of the distribution or spatial distribution of Mayang River pollution, as well as identifying water quality variables that are correlated in each region. The research results show that water quality parameters that have a strong correlation are pH (r = 0.74), DO (r = 0.72) and TSS (r = 0.65), moderate correlation with BOD parameters (r = 0.48) and low correlation with BOD parameters. TDS parameters (r = 0.25). Based on the analysis results, it is known that water quality parameters are correlated with different activities in each region. The results of this research can be used as a strategy for monitoring water quality in the Mayang River to control the impact of human activities in the surrounding area.
Keywords: Multiple Linear Regression, Spatial Distribution, Water Quality.
References
Amru, K., & Makkau, B.A. (2023). Analisis kualitas air Sungai Palopo akibat pencemaran limbah domestik dengan metode index pollution. Jurnal Teknologi Lingkungan, 24(2), 137–142. https://doi.org/10.55981/jtl.2023.288
Aprilia, A., Teristiandi, N., & Fatiqin, A. (2023). Analisis perairan Sungai Kenten Kabupaten Banyuasin, Sumatera Selatan: Studi kelimpahan makrozoobentos. Jurnal Biologi Dan Diversitas, 2(1), 14–26. https://doi.org/10.31537/biosapphire.v2i1.998
Dinas Lingkungan Hidup Kabupaten Jember. (2018). Profil Kesehatan Kabupaten Jember Tahun 2018. Jember: Dinas Lingkungan Hidup Kabupaten Jember.
Faagna, N.Q., Wathoni, A.Z., & Pratiwi, A.I. (2024). Pengaruh aktivitas industri terhadap kualitas air sungai Kabupaten Karawang. Jurnal Industry Xplore, 9(1), 368–377.
Fernandes, P., Fonseca, A.C., Pacheco, A., & Sanches Fernandes, L.F. (2023). Water quality predictions through linear regression - A brute force algorithm approach. MethodsX, 10, 102153. https://doi.org/10.1016/j.mex.2023.102153
Ghozali, A.A., Yoshua, Eviane, D., & Lestari, A.D.N. (2024). Analisis status mutu air Sungai Gajahwong segmen Balérejo-Wirokertèn menggunakan metode STORET, indeks pencemaran, dan indeks kualitas air. Cassowary, 7(1), 27–39.
Hardina, E., Wahyuni, D., & Zulfian. (2024). Study on water quality of Sekadau River using pollution index method. Jurnal Biologi Tropis, 24(2), 66–74. https://doi.org/10.29303/jbt.v24i2.6531
Hermansyah, M.H., Putri, Y.P., Setiawan, A.A., Eddy, S., Jumingin, J., & Saputra, W. (2024). Uji padatan tersuspensi total (TSS) pada sampel air limbah sawit secara gravimetri. Environmental Science Journal (ESJO): Jurnal Ilmu Lingkungan, 2(2), 27-33. https://doi.org/10.31851/esjo.v2i2.15828
Jatmiko, B.C., & Andriyani, I. (2023). Analisis ketersediaan air terhadap pola tanam di Daerah Aliran Sungai Mayang, Kabupaten Jember, Jawa Timur. Jurnal Irigasi, 16(2), 24–32. https://doi.org/10.31028/ji.v16.i2.24-32
KovaÄiÄ, G., & Ravbar, N. (2013). Analysis of human induced changes in a karst landscape — the filling of dolines in the Kras plateau, Slovenia. Science of The Total Environment, 447, 143-151. http://dx.doi.org/10.1016/j.scitotenv.2013.01.002
Murjani, A., Fatmawati, & Siswanto. (2024). Status mutu air dan strategi pengendalian pencemaran Sungai Kanibungan Pulau Sebuku Kabupaten Kotabaru. Jurnal Agroqua, 22(1), 49–60.
Mutoffar, M.M., & Fadillah, A. (2022). Klasifikasi kualitas air sumur menggunakan algoritma random forest. Jurnal Nasional Riset, Aplikasi dan Teknik Informatika, 4(2), 138–146.
Novita, E., Firmansyah, J.W., & Pradana, H.A. (2023). Penentuan indeks kualitas air Sungai Bedadung Kabupaten Jember menggunakan metode IP dan NSF-WQI. Jurnal Ilmu Lingkungan, 21(3), 495–502. https://doi.org/10.14710/jil.21.3.495-502
Padillah, R., & Firman, D. (2024). Pengaruh kompetensi sosial dan kompetensi pisikologi terhadap kinerja karyawan pada perusahaan PT BPRS Gubu Prima. Journal Religion Education Social, 6(2), 882–890. https://doi.org/10.47467/reslaj.v6i2.5336
Pandiangan, Y.S., Zulaikha, S., Warto, & Yudo, S. (2023). Status kualitas air Sungai Ciliwung berbasis pemantauan online di wilayah DKI Jakarta ditinjau dari parameter suhu, pH, TDS, DO, DHL, dan kekeruhan. Jurnal Teknologi Lingkungan, 24(2), 176–182. https://doi.org/10.55981/jtl.2023.1003
Paramita, L.D., Sayekti, R.W., & Haribowo, R. (2024). Studi penentuan IPAL komunal yang berpengaruh signifikan terhadap kualitas air Sungai Bengawan Solo Kota Surakarta. Jurnal Teknologi dan Rekayasa Sumber Daya Air, 4(1), 323-333. https://doi.org/10.21776/ub.jtresda.2024.004.01.027
Peraturan Pemerintah Republik Indonesia Nomor 22 Tahun 2021. (2021). Peraturan Pemerintah Republik Indonesia Nomor 22 Tahun 2021 tentang Penyelenggaraan Perlindungan dan Pengelolaan Lingkungan Hidup. Presiden Republik Indonesia.
Pratiwi, I., & Setiorini, I.A. (2023). Penurunan nilai pH, COD, TDS, TSS pada air sungai menggunakan limbah kulit jagung melalui adsorben. Jurnal Redoks, 8(1), 55–62. https://doi.org/10.31851/redoks.v8i1.10830
Sari, D.S.I.P., Hariyadi, S., & Effendi, H. (2022). Hubungan kualitas air dengan parameter hidrologi di Sungai Batang Arau Sumatera Barat (2013-2020). Jurnal Pengelolaan Lingkungan Berkelanjutan, 5(3), 788–798. https://doi.org/10.36813/jplb.5.3.788-798
Sinaga, M.P., Siburian, D.T.E., & Zega, E.K. (2024). Pengaruh total suspended solid (TSS) dan air yang mengandung klorofil-A terhadap tingkat kesuburan perairan Teluk Jakarta dengan menggunakan teknologi Google Earth Engine (GEE) Clouds. Jurnal Ilmiah Platax, 12(2), 32-44. https://doi.org/10.35800/jip.v12i2.55981
Tyassari, D.V., Soenarno, S.M., & Kristiyanto. (2024). Analisis kualitas air Sungai Ciliwung di wilayah Jakarta Timur. Jurnal Pendidikan Biologi, 4(1), 1-7. http://doi.org/10.30998/edubiologia.v4i1.21107
Vikriansyah, M.F., Prasetyo, H.D., & Latuconsina, H. (2024). Analisis kualitas fisikokimia air di daerah aliran Sungai Jilu Kabupaten Malang Jawa Timur. Journal of Aquatic and Fisheries Sciences, 3(1), 21–28. https://doi.org/10.32734/jafs.v3i1.15701
Wahyuningsih, S., Novita, E., & Ningtias, R. (2019). Laju deoksigenasi dan laju reaerasi Sungai Bedadung segmen Desa Rowotamtu Kecamatan Rambipuji Kabupaten Jember. Jurnal Ilmiah Rekayasa Pertanian dan Biosistem, 7(1), 1–7. https://doi.org/10.29303/jrpb.v7i1.97
Yunanto, M.A., & Susetyo, C. (2019). Prediksi perubahan penggunaan lahan akibat pembangunan gerbang TOL Krian dan Driyorejo di Kecamatan Driyorejo, Kabupaten Gresik. Jurnal Teknik ITS, 7(2), 4. https://doi.org/10.12962/j23373539.v7i2.33475
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