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07/30/2023
AI Increases Global Access to Reliable Flood Forecasts
Floods are one of the most common and impactful natural disasters, with ...
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11/04/2021
Flood forecasting with machine learning models in an operational framework
The operational flood forecasting system by Google was developed to prov...
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11/29/2020
ML-based Flood Forecasting: Advances in Scale, Accuracy and Reach
Floods are among the most common and deadly natural disasters in the wor...
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11/21/2019
Accurate Hydrologic Modeling Using Less Information
Joint models are a common and important tool in the intersection of mach...
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07/19/2019
Benchmarking a Catchment-Aware Long Short-Term Memory Network (LSTM) for Large-Scale Hydrological Modeling
Regional rainfall-runoff modeling is an old but still mostly out-standin...
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01/28/2019
ML for Flood Forecasting at Scale
Effective riverine flood forecasting at scale is hindered by a multitude...
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01/03/2019
Towards Global Remote Discharge Estimation: Using the Few to Estimate The Many
Learning hydrologic models for accurate riverine flood prediction at sca...
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06/10/2018