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COVID-19 have been declared as global pandemic by WHO at March 11 th , 2020. Infection of COVID-19 is caused by SARS-Cov-2 that human to human transmission. The aim of this study is to capture the relation between climate factor and concentration of PM2,5 with confirmation cases of COVID-19 in Surabaya City, 2020. Data provider for this study are Board of Meteorology, Climatology, and Geophysics (BMKG) Perak I Surabaya, Surabaya Environmental Office, and Surabaya Health Office. Research design of this study is ecological study-time series analysis from March to November 2020. This study found that negative correlation between climate factor, like air temperature, humidity, precipitation, concentration of PM2,5 with confirmation cases of COVID-19. The strenght of correlation were 0,305, 0,249, 0,329, and 0,114 respectively. Surabaya Health Office need to cooperate with BMKG as climate data provider, like weather prediction information for helping regulation maker and purpose preparation to prevent the transmission of COVID-19
COVID-19 is an infectious disease that is currently still a pandemic in almost all of the world. East Jakarta is the city in DKI Jakarta Province with the highest number of positive confirmed cases of COVID-19, amounting to 212,021 cases. Several studies have stated that climatic factors have a relationship with the incidence of COVID-19. Apart from climate factors, individual risk factors such as age and gender are also known to influence the incidence of COVID-19. In general, this study aims to determine the relationship between individual factors (age and gender) and climate factors (temperature, humidity, wind speed, and rainfall) with COVID-19 cases in East Jakarta in 2020-2021. This research uses an ecological study design based on time. The results of the study show that there is a moderate relationship with a negative pattern between ambient temperature and confirmed cases of COVID-19 in East Jakarta in 2020-2021. There is a weak correlation with a positive pattern between relative humidity and rainfall with confirmed cases of COVID-19 in East Jakarta in 2020-2021. There is a moderate correlation with a positive pattern between wind speed and confirmed cases of COVID-19 in East Jakarta in 2020-2021. There is a strong or perfect correlation with a positive pattern between male and female sexes with confirmed cases of COVID-19 in East Jakarta in 2020-2021. Strong or perfect correlation with positive pattern between all age groups with confirmed cases of COVID-19 in East Jakarta in 2020-2021.
Penelitian ini dilakukan di DKI Jakarta bulan April 2012 dengan menggunakan desain ekologi. Data yang digunakan adalah data sekunder dari hasil rekapitulasi jumlah penderita diare perbulan perwilayah selama tahun 2007 ? 2011 di DKI Jakarta. Data ditampilkan secara visualisasi trend berdasarkan tempat dan waktu serta dianalisis secara statistik untuk melihat hubungan antar variabel dependen dan independen. Kasus diare perbulan tertinggi di DKI Jakarta bulan Februari 2007 sebesar 33.511 penderita, kasus diare pertahun perwilayah tertinggi di wilayah IV (Wilayah Kotamadya Jakarta Selatan dan Jakarta Timur) 2010 sebesar 87.355 penderita. Rata-rata suhu udara perbulan tertinggi bulan April 2010 sebesar 29.20C, curah hujan tertinggi bulan Februari 2007 sebesar 673.5 mm, kelembaban tertinggi bulan Februari 2008 sebesar 86%, kecepatan angin bulan Maret sebesar 6.5 knot. Ada hubungan signifikan suhu udara dengan kasus diare (p value 0.0005) dan hubungan sedang (r = -0.319), berpola negatif, ada hubungan signifikan curah hujan dengan kasus diare (p value 0.0005) dan hubungan sedang (r = 0.273) berpola positif, Ada hubungan signifikan kelembaban dengan kasus diare (p value 0.0005) dan hubungan sedang (r = 0.340) berpola positif, Ada hubungan signifikan kecepatan angin dengan kasus diare (p value 0.0005) dan hubungan kuat (r = -0.569) berpola negatif. Faktor iklim yang paling dominan yaitu curah hujan. Saran penelitian yaitu menyediakan sumber air bersih untuk dikonsumsi baik pada saat musim hujan ataupun musim kemarau, Dinas Kebersihan DKI Jakarta harus mengelola sampah dengan baik, pembuatan taman kota atau penanaman kembali pohon-pohon di DKI Jakarta, perlu adanya kerjasama lintas program antara Dinas Kesehatan Provinsi DKI Jakarta, BMKG, PAM, ormas, tokoh masyarakat, civitas akademika dalam memanfaatkan data variasi iklim untuk mencegah terjadinya ledakan kasus (KLB) diare di masa yang akan datang, menjaga Perilaku Hidup Bersih Sehat (PHBS), makan yang baik dan bersih, istirahat yang cukup serta senantiasa melakukan Cuci Tangan Pakai Sabun (CTPS), perlu dilakukan intervensi dalam aspek SPAL (Saluran Pembuangan Air Limbah) ataupun pembuangan sampah yang teratur, jangan membuang sampah sembarangan.
This study was conducted in DKI Jakarta on April 2012 by using ecology desain. Data was used secondary data from result of summary of diarrhoea patient of sub-district per-month during year 2007 - 2011 in DKI Jakarta. Data presented visualizinged trend pursuant to time and place and also analysed statistically to see correlated between variable dependent and independent. Highest Diarrhoea case per-month in DKI Jakarta on Februari 2007 is 33.511 patient, highest area per-year diarrhoea case in region IV ( Regional south of Jakarta and east of Jakarta ) 2010 is 87.355 patient. Highest mean Temperature on April 2010 is 29.20C, highest mean rainfall on Februari 2007 is 673.5 mm, highest mean humidity on Februari 2008 is 86%, wind?s on March month is to 6.5 knot. There is significant correlations of temperature with diarrhoea case (p value 0.0005) and medium correlations (r = - 0.319), have negative pattern, there is significant correlations rainfall with diarrhoea case (p value 0.0005) and medium correlations (r = 0.273) have positive pattern, There is significant correlations humidity with diarrhoea case (p value 0.0005) and medium correlations (r = 0.340) have positive pattern, There is significant correlations wind?s speed with diarrhoea case (p value 0.0005) and strong correlations (r = - 0.569) have negative pattern. the most dominant climate factor that is rainfall. Research suggestion that is providing the source of clean and hygiene water to be consumed at the rains and or dry season, sanitary department of state DKI Jakarta have to manage garbage better, making town garden or cultivation tree in DKI Jakarta, need the existence of cooperation program among Public Health Service Provinsi DKI Jakarta, BMKG, PAM, NGO, elite figure, civitas academica in exploiting climate variation data to prevent of diarrhoea case explosion (KLB) in the future, taking care of Healthy and Clean life Behavior (PHBS), eat non contaminated and good food, good and clean hand wash with Soap (CTPS), require to intervence in SPAL aspect (segregate system) and regular garbage disposal, good garbage management program.
Kata kunci: demam berdarah dengue (DBD); iklim
Dengue hemorrhagic fever (DHF) in South Jakarta Administration City was fluctuating during 2012 - 2016 and in 2016 the incidence rate (IR) was more than tripled from the previous year. This study aims to determine the relationship between climatic factors (rainfall, humidity, temperature) and population density with the incidence rate (IR) of DHF. This study is a time series ecology study and was analyzed by correlation test. Incidence rate (IR) data was obtained from the South Jakarta District Health Office. Monthly climate data was obtained from the Meteorology, Climatology and Geophysics Department of Jakarta. Population density data was obtained from the Central Statistics Department of DKI Jakarta. The results demonstrate that temperature and population density have no significant correlation with dengue incidence rate (p > 0,05). The incidence rate (IR) had a significant correlation with rainfall (r = 0.384; p = 0.002), humidity (r = 0.496; p = 0,000).
Key words: climate; dengue
