Search Results - "Teklesadik, Aklilu"
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Forecasting transitions in the state of food security with machine learning using transferable features
Published in The Science of the total environment (10-09-2021)“…Food insecurity is a growing concern due to man-made conflicts, climate change, and economic downturns. Forecasting the state of food insecurity is essential…”
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Linking reported drought impacts with drought indices, water scarcity and aridity: the case of Kenya
Published in Natural hazards and earth system sciences (01-09-2023)“…The relation between drought severity and drought impacts is complex and relatively unexplored in the African continent. This study assesses the relation…”
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Towards a global impact-based forecasting model for tropical cyclones
Published in Natural hazards and earth system sciences (01-02-2024)“…Tropical cyclones (TCs) produce strong winds and heavy rains accompanied by consecutive events such as landslides and storm surges, resulting in losses of…”
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Improving flood damage assessments in data-scarce areas by retrieval of building characteristics through UAV image segmentation and machine learning – a case study of the 2019 floods in southern Malawi
Published in Natural hazards and earth system sciences (27-10-2021)“…Reliable information on building stock and its vulnerability is important for understanding societal exposure to floods. Unfortunately, developing countries…”
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