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Detailed Land-Use and Land-Cover (LULC) information is of pivotal importance in, e.g., urban/rural planning, disaster management, and climate change adaptation. Recently, Deep Learning (DL) has emerged as a paradigm shift for LULC classification. To date, little research has focused on using DL methods for LULC mapping in semi-arid regions, and...

Japan is one of the prominent contributors towards overseas development assistance (ODA) and emergency relief assistance (external emergency assistance, EEA) in the aftermath of major natural disasters. These assistances have costs and benefits to both the recipients and to the donor countries. In order to improve the efficacy of various forms of...