Nokuthula Mkhize-Ndlovu

Active-learning prioritization of rain-gauge densification under budget constraints: a computer-science evaluation of flood-forecast skill gain per instrument dollar

Rain-gauge networks in data-sparse basins are typically densified by spatial coverage criteria rather than by the marginal value of each additional instrument to flood-forecast skill. the present analysis formalises gauge densification as a sequential decision problem in which a learner selects the next gauge location...