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Pengaruh Mobilitas Masyarakat terhadap Tingkat Penambahan Jumlah Kasus COVID-19 di Surabaya Alawy, Gholiqul Amrodh; Achmad Wicaksono; Syaripin; Adelia Nur Isna Kartikasari; Niswah Selmi Kaffa
Jurnal Teknik: Media Pengembangan Ilmu dan Aplikasi Teknik Vol 24 No 1 (2025): Jurnal Teknik - Media Pengembangan Ilmu dan Aplikasi Teknik
Publisher : Fakultas Teknik - Universitas Jenderal Achmad Yani

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55893/jt.vol24no1.684

Abstract

Penelitian ini bertujuan untuk mengkaji dampak mobilitas penduduk dan kendaraan terhadap jumlah kasus COVID-19 di Surabaya serta menentukan jeda waktu (time lag) optimal antara pola mobilitas dan peningkatan kasus baru. Analisis regresi linier digunakan dengan variabel dependen (Yi) berupa jumlah harian kasus positif COVID-19 dan variabel independen (Xi) berupa data mobilitas. Data mobilitas ini dikumpulkan dari titik-titik transportasi utama di Surabaya, yaitu Stasiun Kereta Api Gubeng, Terminal Bus Purabaya, dan Gerbang Tol Waru Utama. Hasil penelitian menunjukkan bahwa terdapat pola peningkatan jumlah kasus COVID-19 yang sejalan dengan perubahan tingkat mobilitas masyarakat. Pada jeda waktu (lag) 0 hari, korelasi antara mobilitas dan kasus COVID-19 memiliki nilai koefisien determinasi (R²) sebesar 0,719, namun meningkat menjadi 0,753 ketika menggunakan jeda waktu 15 hari (lag = 15). Hal ini menunjukkan bahwa fluktuasi mobilitas masyarakat di Surabaya memiliki pengaruh yang lebih kuat terhadap jumlah kasus COVID-19 dalam rentang waktu 15 hari setelahnya. Model regresi linier yang dibangun melalui proses seleksi stepwise memperlihatkan bahwa tingkat mobilitas di Gerbang Tol Waru Utama menjadi variabel prediktor paling signifikan, menjadikannya faktor penting dalam memahami dinamika penyebaran COVID-19 di wilayah ini.
Assessment of Drinking Water Quality Using the Drinking Water Quality Index (DWQI) Method for Bore Wells in Wringinpitu, Banyuwangi Regency Pranantya, Vanadani; Saifurridzal; Muhammad Trifiananto; Hilma Wasilah Robbani; Adelia Nur Isna Kartikasari
BERKALA SAINSTEK Vol. 14 No. 2 (2026)
Publisher : University of Jember

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.19184/bst.v14i2.60011

Abstract

The growing demand for drinking water driven by population increase requires not only sufficient supply but also assurance of water quality for safe consumption. In Wringinpitu Village, Banyuwangi Regency, groundwater from bore wells serves as a primary drinking water source due to limited piped water coverage. This study evaluates the feasibility of bore well water using the Drinking Water Quality Index (DWQI), integrating physical, chemical, and biological parameters into a single representative value. Water samples were collected from two bore wells and analyzed based on the Indonesian drinking water standard (Ministry of Health Regulation No. 2 of 2023). The results indicate that most parameters, including odor, color, turbidity, iron (Fe), pH, nitrate, nitrite, and microbiological indicators, comply with the established standards. However, Total Dissolved Solids (TDS) and Manganese (Mn) require particular attention. TDS concentrations reached 585 mg/L (SB-01) and 1091 mg/L (SB-02), exceeding the allowable limit of 300 mg/L, while Mn levels were 0.1 mg/L and 0.135 mg/L, respectively. Elevated TDS levels are likely influenced by the hydrogeological setting, particularly the proximity to coastal areas, which contributes to higher mineral content in groundwater. Meanwhile, Mn presence is associated with aquifer geochemistry and natural dissolution processes. The DWQI values of 51.40 (SB-01) and 69.45 (SB-02) classify both water sources as “good,” indicating that the water is generally suitable for consumption with minor treatment. From an environmental engineering perspective, these findings highlight the importance of simple treatment technologies, such as filtration or aeration, to reduce TDS and Mn concentrations. Ensuring sustainable access to safe drinking water therefore requires not only resource availability but also continuous quality control and appropriate treatment strategies.