Blar i Institutt for økonomi og it på tidsskrift "Scientific Reports"

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    • Development of novel hybridized models for urban flood susceptibility mapping 

      Omid, Rahmati; Hamid, Darabi; Mahdi, Panahi; Zahra, Kalantari; Seyed Amir, Naghibi; Carla Sofia Santos, Ferreira; Aiding, Kornejady; Zahra, Karimidastenaei; Farnoush, Mohammadi; Stefanos, Stefanidis; Tien Bui, Dieu; Ali Torabi, Haghighi (Peer reviewed; Journal article, 2020)
      Floods in urban environments often result in loss of life and destruction of property, with many negative socio-economic effects. However, the application of most flood prediction models still remains challenging due to ...

    • First comprehensive quantification of annual land use/cover from 1990 to 2020 across mainland Vietnam 

      Phan, Duong Cao; Trung, Ta Hoang; Truong, Van Thinh; Sasagawa, Taiga; Vu, Thuy Phuong Thi; Tien Bui, Dieu; Hayashi, Masato; Tadono, Takeo; Nasahara, Kenlo Nishida (Journal article; Peer reviewed, 2021)
      Extensive studies have highlighted a need for frequently consistent land cover information for interdisciplinary studies. This paper proposes a comprehensive framework for the automatic production of the first Vietnam-wide ...

    • Mapping wind erosion hazard with regression-based machine learning algorithms 

      Gholami, Hamid; Mohammadifar, Aliakbar; Tien Bui, Dieu; Collins, Adrian L. (Peer reviewed; Journal article, 2020)
      Land susceptibility to wind erosion hazard in Isfahan province, Iran, was mapped by testing 16 advanced regression-based machine learning methods: Robust linear regression (RLR), Cforest, Non-convex penalized quantile ...