Analysis of The Effect of Deforestation Rates on Air Pollution Concentration and Land Surface Temperature Using Landsat-8 Imagery with Google Earth Engine (Case Study: East Kalimantan Province, 2019-2020)
Ghinaa Gooniyyah Zalsabilla Viedra, Bangun Muljo Sukojo
Institut Teknologi Sepuluh Nopember
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摘要与影响
The increase in population triggers an increase in deforestation rates. According to data from Ministry of Environment and Forestry, East Kalimantan’s highest deforestation rate reached 54.8 thousand hectares in 2018-2019. This study analyzed the effect of deforestation rates on air pollutant concentrations (SO 2 and NO 2 ) and land surface temperature (LST) in East Kalimantan in 2019-2020 with Google Earth Engine (GEE) platform using Landsat 8 Level 2 surface reflectance imagery. The TIR channel was converted into brightness temperature which further used as the input in LST estimation using Mono-Window Algorithm, SO 2 estimation using Hasan Algorithm (2014), and NO 2 estimation using Alseroury Algorithm (2015). During 2019-2020, the average LST value was 24.2 °C, which was increased by 2.0 °C from the previous year. The maximum NO 2 concentration was 189.771 g/m 3 . The annual average NO 2 concentration increased by 0.757 g/m³ from the previous year. The maximum concentration of SO 2 was 0.521 ppm. The annual average SO 2 concentration increased by 0.011 ppm from the previous year. To determine the effect of deforestation rates on the concentration of SO 2 , NO 2 and LST, the Pearson correlation test was carried out. The correlation coefficient between deforestation rates and SO 2 is R = 0.949 (very strong correlation); correlation coefficient between deforestation rates and NO 2 is R = 0.889 (very strong correlation); and the correlation coefficient between the deforestation rates and the LST is R = 0.887 (very strong correlation). This shows that the higher deforestation rates, will caused in the higher concentration of SO 2 , NO 2 , and LST.
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物理Atmospheric chemistry and aerosols
Conservation, Biodiversity, and Resource Management · Atmospheric aerosols and clouds
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