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An Economic Impact Assessment of the Use of Earth Observation Information in Flood Hazard CommunicationFlood hazard forecasts are critical information to reduce the impacts of a disaster. Improved operational forecasts can lead to timelier decisions, which translates into more cost-effective pre-flood mitigation decisions. In this paper, we quantify this economic value of an improved forecast for two types of independent empirical adjustments to National Weather Service Ensemble Streamflow Prediction (ESP). The North Central River Forecast Center (NCRFC) adjusts the ESP to produce an operational seasonal river discharge forecast with forecaster intervention and complements the forecast with an experimental empirical soil moisture adjustment from the Gravity Recovery and Climate Experiment (GRACE). In a retrospective case study, we apply the complementary NCFRC + GRACE forecast to increase the confidence in implementing flood mitigation earlier in flood hazard planning. Specifically, we focus on the reforecast of the 2011 spring season for the Sheyenne River in North Dakota and find that flood protection decisions in Valley City, ND could have been made 5 days earlier and mitigation costs could have been reduced by $1.7 million.
Document ID
20250006450
Acquisition Source
Goddard Space Flight Center
Document Type
Accepted Manuscript (Version with final changes)
Authors
Richard Bernknopf ORCID
(American Geosciences Institute Alexandria, Virginia, United States)
Yusuke Kuwayama ORCID
(University of Maryland, Baltimore County Baltimore, Maryland, United States)
Benjamin Zaitchik
(Johns Hopkins University Baltimore, United States)
Matthew Rodell
(Goddard Space Flight Center Greenbelt, United States)
Augusto Getirana
(Science Applications International Corporation (United States) McLean, Virginia, United States)
Andrea Thorstensen
(St. Cloud State University Saint Cloud, United States)
Samiha Shahreen
(Resources For The Future Washington D.C., District of Columbia, United States)
Date Acquired
June 23, 2025
Publication Date
July 30, 2025
Publication Information
Publication: Natural Hazards
Publisher: Springer
Subject Category
Meteorology and Climatology
Earth Resources and Remote Sensing
Funding Number(s)
WBS: 967701.02.03.02.30
CONTRACT_GRANT: NNX17AD72G
Distribution Limits
Public
Copyright
Portions of document may include copyright protected material.
Technical Review
External Peer Committee
Keywords
flood forecasting
earth observation;
Hazard warning
Cost effectiveness
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