- document
-
Hagen, Jenny Sjåstad (author), Cutler, Andrew (author), Trambauer, Patricia (author), Weerts, Albrecht (author), Suarez, Pablo (author), Solomatine, D.P. (author)Forecast-based financing is a financial mechanism that facilitates humanitarian actions prior to anticipated floods by triggering release of pre-allocated funds based on exceedance of flood forecast thresholds. This paper presents a novel model suitability matrix that embeds application-specific needs and contingencies at local level on a...journal article 2020
- document
-
Amaranto, A. (author), Munoz-Arriola, F. (author), Solomatine, D.P. (author), Corzo, G. (author)The aim of this paper is to improve semiseasonal forecast of groundwater availability in response to climate variables, surface water availability, groundwater level variations, and human water management using a two-step data-driven modeling approach. First, we implement an ensemble of artificial neural networks (ANNs) for the 300 wells...journal article 2019
- document
-
Solomatine, D.P. (author), Velickov, S. (author), Bhattacharya, B. (author), Van der Wal, B. (author)The project was aimed at exploring the possibilities of a new paradigm in modelling - data-driven modelling, often referred as "data mining". Several application areas were considered: sedimentation problems in the Port of Rotterdam, automatic soil classification on the basis of cone penetration tests, prediction of water levels in the ocean,...report 2003