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Analisis Spasio-Temporal Kualitas Udara Ambien (NO₂ dan SO₂) Serta Pengaruh Faktor Meteorologi di Kawasan Mega Mas Kota Manado Mega Melati Putri Kansil; Oksfriani Jufri Sumampouw; Fima L. F. G. Langi
Jurnal Ilmiah Kedokteran dan Kesehatan Vol. 3 No. 2 (2024): Mei : Jurnal Ilmiah Kedokteran dan Kesehatan
Publisher : Lembaga Pengembangan Kinerja Dosen

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55606/klinik.v3i1.2288

Abstract

Background: Commercial areas with dense motorized vehicle activity, such as Mega Mas in Manado City, are sources of ambient air pollutant emissions, especially Nitrogen Dioxide (NO₂) and Sulfur Dioxide (SO₂). Exposure to these pollutants has the potential to cause negative impacts on public health and the environment. This study aims to analyze ambient air quality based on NO₂ and SO₂ parameters and meteorological factors (temperature, humidity, wind speed) at the exit portal of the Mega Mas Area. Research Methods: This study is observational with a cross-sectional approach. Sampling was carried out purposively at two points (Point 1 MTC and Point 2 in front of IT) in the morning and afternoon, with two replications per point. The concentrations of NO₂ and SO₂ were measured using a High Volume Air Sampler (HVAS) with the Griess-Saltzman and Pararosanilin methods, then analyzed spectrophotometrically. The data were analyzed descriptively for univariate (variable characteristics), bivariate (meteorological parameters and pollutant relationships), and spatial-temporal analysis. Research Results: The measurement results showed that NO₂ concentrations ranged from 2-22 µg/Nm³, while SO₂ between 4-14 µg/Nm³. All of these values ​​are still far below the Threshold Limit Value (NAB) according to the Indonesian Minister of Health Regulation No. 2 of 2023. The analysis showed a high variation in concentration, especially NO₂ at Point 1 in the afternoon (22 µg/Nm³). Wind speed was shown to have a significant effect on pollutant dispersion, where the highest concentration was recorded at low wind speeds (2.5-2.7 m/s). Vehicle activity patterns and microlocation conditions that inhibit dispersion are suspected to be the main causes of the observed variations. Conclusion: It was concluded that the ambient air quality at the exit portal of the Mega Mas Area based on NO₂ and SO₂ parameters still meets quality standards. However, significant fluctuations in concentrations, particularly during calm wind conditions, indicate the potential for local accumulation of pollutants. Routine monitoring and proper traffic management are required to minimize pollutant exposure, especially for workers working in the area for long periods.
Hubungan Antara Variabilitas Iklim Dengan Kejadian Demam Berdarah Dengue Di Sulawesi Utara Tahun 2020-2024 Injiliny Virginia Polii; Fima L. F. G. Langi; Budi T. Ratag
KOLONI Vol. 5 No. 4 (2026): DESEMBER 2026
Publisher : Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/koloni.v5i4.1502

Abstract

Climate variability influences the growth, activity, and transmission capacity of Aedes aegypti mosquitoes in spreading the dengue virus through changes in temperature, rainfall, and humidity, which directly affect disease dynamics within communities. This study aimed to analyze the relationship between climate variability and the incidence of Dengue Hemorrhagic Fever (DHF) in North Sulawesi during 2020–2024, in order to understand the epidemiological patterns influenced by tropical climatic factors. This research employed an analytical time series design using the Generalized Linear Model (GLM), ARIMA, and Monte Carlo Simulation, conducted between September and October 2025. The GLM analysis was used to identify linear relationships among variables, ARIMA to model trends and seasonal patterns of DHF cases, and Monte Carlo simulation to estimate uncertainty in the results. The findings revealed a significant relationship between climatic factors and DHF incidence, with rainfall identified as the most dominant variable compared to temperature and humidity. High rainfall generates water collections that serve as breeding sites for mosquitoes, while temperature and humidity enhance vector survival and biting activity. These findings highlight that changes in climate patterns, particularly increased rainfall, can serve as an early indicator in dengue surveillance and prevention systems. Thus, climate variability has been proven to influence the incidence of DHF in North Sulawesi during the 2020–2024 period