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Browsing by Subject "susceptibility"

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  • thumbnail.journal.alt
    Item type:Thesis, Access status: Restricted ,
    Ocena stanu wód podziemnych zlewni cząstkowej Dolnej Dłubni
    (Data obrony: 2013-07-16) Juśko, Kamil
    Wydział Geologii, Geofizyki i Ochrony Środowiska
    In the thesis occurrence and direction of groundwater flow in the area of partial catchment of Lower Dłubnia were analyzed. On the basis of annual physico-chemical analysis the characteristics of groundwater chemistry were prepared. An abbreviated forms of groundwater chemical composition record and charts were used. Quantitative and qualitative conditions were evaluated in accordance with the prevailing laws. The assesment of susceptibility to contamination of groundwater was also conducted.
  • thumbnail.journal.alt
    Item type:Article, Access status: Open Access ,
    Support vector machine for susceptibility modeling of dengue fever in Kendari, Southeast Sulawesi
    (Wydawnictwa AGH, 2024) Widayani, Prima; Sahitya, Abhista Fawwaz; Saputri, Agatha Andriantari
    Dengue fever (DF) is an infectious disease that is still a problem in Indonesia. The total death rate due to DF was 705 people in 2021, in 2022, this increased to 1183 (Indonesian Ministry of Health, 2023). Seeing this fact, prevention efforts are still needed when handling DF cases in all of the regions of Indonesia. This research was conducted in the Kendari area of Southeast Sulawesi, where there are still cases of DF. The purpose of this study was to create a spatial model of dengue susceptibility using a support vector machine. Landsat 8 imagery was used to intercept data on building density, vegetation density, land use, and land surface temperatures. Rainfall and humidity variables were obtained from the Meteorological, Climatological, and Geophysical Agency (BMKG). Based on the modeling results, the districts of Wua-wua, Kadia, Barunga, Poasi, and Puuwatu are areas with high susceptibility. The results of testing the susceptibility model to dengue hemorrhagic fever (DHF) in Kendari obtained an area under the curve (AUC) of 0.75, meaning that this model was well-accepted.