Search Results - "van den Homberg, Marc J. C."

The Changing Face of Accountability in Humanitarianism: Using Artificial Intelligence for Anticipatory Action by Van den Homberg, Marc J. C., Gevaert, Caroline M., Georgiadou, Yola

“…Over the past two decades, humanitarian conduct has been drifting away from the classical paradigm. This drift is caused by the blurring of boundaries between…”
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The Legitimacy, Accountability, and Ownership of an Impact-Based Forecasting Model in Disaster Governance by Bierens, Sterre, Boersma, Kees, Van den Homberg, Marc J. C.

“…The global shift within disaster governance from disaster response to preparedness and risk reduction includes the emergency of novel Early Warning Systems…”
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Improved Transferability of Data‐Driven Damage Models Through Sample Selection Bias Correction by Wagenaar, Dennis, Hermawan, Tiaravanni, Homberg, Marc J. C., Aerts, Jeroen C. J. H., Kreibich, Heidi, Moel, Hans, Bouwer, Laurens M.

“…Damage models for natural hazards are used for decision making on reducing and transferring risk. The damage estimates from these models depend on many…”
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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 by Wouters, Lucas, Couasnon, Anaïs, de Ruiter, Marleen C, van den Homberg, Marc J. C, Teklesadik, Aklilu, de Moel, Hans

“…Reliable information on building stock and its vulnerability is important for understanding societal exposure to floods. Unfortunately, developing countries…”
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Linking reported drought impacts with drought indices, water scarcity and aridity: the case of Kenya by Lam, Marleen R, Matanó, Alessia, Van Loon, Anne F, Odongo, Rhoda A, Teklesadik, Aklilu D, Wamucii, Charles N, van den Homberg, Marc J. C, Waruru, Shamton, Teuling, Adriaan J

“…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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Forecasting transitions in the state of food security with machine learning using transferable features by Westerveld, Joris J.L., van den Homberg, Marc J.C., Nobre, Gabriela Guimarães, van den Berg, Dennis L.J., Teklesadik, Aklilu D., Stuit, Sjoerd M.

“…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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Why We Can No Longer Ignore Consecutive Disasters by Ruiter, Marleen C., Couasnon, Anaïs, Homberg, Marc J. C., Daniell, James E., Gill, Joel C., Ward, Philip J.

“…In recent decades, a striking number of countries have suffered from consecutive disasters: events whose impacts overlap both spatially and temporally, while…”
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Exploring the integration of local and scientific knowledge in early warning systems for disaster risk reduction: a review by Hermans, Thirze D. G., Šakić Trogrlić, Robert, van den Homberg, Marc J. C., Bailon, Hannah, Sarku, Rebecca, Mosurska, Anuszka

“…The occurrence and intensity of some natural hazards (e.g. hydro-meteorological) increase due to climate change, with growing exposure and socio-economic…”
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Auditing Geospatial Datasets for Biases: Using Global Building Datasets for Disaster Risk Management by Gevaert, Caroline M., Buunk, Thomas, van den Homberg, Marc J.C.

“…The presence of biases has been demonstrated in a wide range of machine learning applications; however, it is not yet widespread in the case of geospatial…”
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River Flood Detection Using Passive Microwave Remote Sensing in a Data-Scarce Environment: A Case Study for Two River Basins in Malawi by Mokkenstorm, Lone C., van den Homberg, Marc J. C., Winsemius, Hessel, Persson, Andreas

“…Detecting and forecasting riverine floods is of paramount importance for adequate disaster risk management and humanitarian response. However, this is…”
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Cost-benefit analysis of flood early warning system in the Karnali River Basin of Nepal by Rai, Rajesh Kumar, van den Homberg, Marc J.C., Ghimire, Gopal Prasad, McQuistan, Colin

“…Nepal is severely flood-prone and ranks 20th worldwide in terms of flood-affected population. Although it is widely acknowledged that both national and…”
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Contextualising seasonal climate forecasts by integrating local knowledge on drought in Malawi by Streefkerk, Ileen N., van den Homberg, Marc J.C., Whitfield, Stephen, Mittal, Neha, Pope, Edward, Werner, Micha, Winsemius, Hessel C., Comes, Tina, Ertsen, Maurits W.

“…Droughts and changing rainfall patterns due to natural climate variability and climate change, threaten the livelihoods of Malawi’s smallholder farmers, who…”
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