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作者:Prima Riza Kadavi , Chang-Wook Lee
来源:[J].Geomatics, Natural Hazards and Risk(IF 0.977), 2018, Vol.9 (1), pp.1053-1070Taylor & Francis
摘要:Abstract(#br)The main purpose of this study was to produce landslide susceptibility maps using evidential belief function (EBF), logistic regression (LR) and support vector machine (SVM) models and to compare their results for the region surrounding Yongin, South Korea. We compil...
作者:Prima Riza Kadavi , Chang-Wook Lee
来源:[J].Geosciences Journal(IF 0.618), 2018, Vol.22 (4), pp.653-665Springer
摘要:Abstract(#br)Land cover (LC) mapping is an important research topic with many applications in remote sensing. Especially, for volcanic areas where direct field access is difficult, remote sensing data are needed to map LC. Volcanic areas are attractive targets for LC mapping beca...
作者:Prima Riza Kadavi , Won-Jin Lee , Chang-Wook Lee
来源:[J].Applied Sciences, 2017, Vol.7 (9)DOAJ
摘要:Volcanic eruptions cause pyroclastic flows, which can destroy plantations and settlements. We used image data from Landsat 7 Bands 7, 4 and 2 and Landsat 8 Bands 7, 5 and 3 to observe and analyze the distribution of pyroclastic flow deposits for two volcanos, Mount Sinabung ...
作者:Prima Riza Kadavi , Chang-Wook Lee , Saro Lee
来源:[J].Remote Sensing(IF 2.101), 2018, Vol.10 (8)MDPI
摘要:The main purpose of this study was to produce landslide susceptibility maps using various ensemble-based machine learning models (i.e., the AdaBoost, LogitBoost, Multiclass Classifier, and Bagging models) for the Sacheon-myeon area of South Korea. A landslide inventory map includ...
作者:Mutiara Syifa , Prima Riza Kadavi , Chang-Wook Lee
来源:[J].Sensors(IF 1.953), 2019, Vol.19 (3)MDPI
摘要:A Mw 7.4 earthquake hit Donggala County, Central Sulawesi Province, Indonesia, on 28 September 2018, triggering a tsunami and liquefaction in Palu City and Donggala. Around 2101 fatalities ensued and 68,451 houses were damaged by the earthquake. In light of this devastating event...
作者:Prima Riza Kadavi , Won-Jin Lee , Chang-Wook Lee
来源:[J].Applied Sciences, 2017, Vol.7 (9)MDPI
摘要:Volcanic eruptions cause pyroclastic flows, which can destroy plantations and settlements. We used image data from Landsat 7 Bands 7, 4 and 2 and Landsat 8 Bands 7, 5 and 3 to observe and analyze the distribution of pyroclastic flow deposits for two volcanos, Mount Sinabung ...

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