We use cookies, including third-party cookies from Google to serve personalized ads through AdSense, to operate this site and understand how it is used. By continuing to browse, you accept this use. See our Privacy Policy and Terms of Use for details, including how to opt out of personalized advertising.
Accept
SmartData CollectiveSmartData Collective
  • Analytics
    AnalyticsShow More
    What Kind of Problem-Solving Distinguishes Data Analysts From Software Engineers -- AI-generated illustration
    What Kind of Problem-Solving Distinguishes Data Analysts From Software Engineers
    7 Min Read
    chatgpt image jul 21, 2026, 04 34 30 pm
    4 Core Benefits of Predictive Maintenance after Vibration Analysis
    10 Min Read
    How Does Data Mining Boost Customer Satisfaction in Logistics? Harnessing Analytics for Results -- AI-generated illustration
    How Does Data Mining Boost Customer Satisfaction in Logistics? Harnessing Analytics for Results
    11 Min Read
    chatgpt image jul 13, 2026, 04 23 45 pm
    How Data Analytics Helps Companies Improve User Engagement
    19 Min Read
    chatgpt image jul 13, 2026, 03 59 46 pm
    How Data Analytics Improves Multi-Location Search Strategies
    10 Min Read
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-25 SmartData Collective. All Rights Reserved.
Reading: How NOAA uses R to forecast river flooding.
Share
Notification
Font ResizerAa
SmartData CollectiveSmartData Collective
Font ResizerAa
Search
  • About
  • Help
  • Privacy
Follow US
© 2008-23 SmartData Collective. All Rights Reserved.
SmartData Collective > Data Management > Risk Management > How NOAA uses R to forecast river flooding.
AnalyticsR Programming LanguageRisk Management

How NOAA uses R to forecast river flooding.

DavidMSmith
DavidMSmith
2 Min Read
How NOAA uses R to forecast river flooding.
Illustration generated with qwen-image-Q4_K_M + Lightning LoRA (local ComfyUI).
SHARE

Thanks to the lower-than-usual snowfall over most of the US this past winter, there’s low risk of major flooding as the snow melts this Spring (for the first time in four years!). Nonetheless, being able to forecast river flood events is of critical importance to local emergency managers, water & electric utilities, river navigation companies, and the US Army Corps of Engineers — not to mention residents in flood-prone areas. That’s why the National Weather Service (a division of NOAA) is charged with forecasting flood risk throughout the United States.

As noted by Tom Adams, Development & Operations Hydrologist for the NWS’s Ohio River Forecast Center, R is currently used at 3 out of 13 River Forecast Centers to generate graphics representing real-time hydrologic ensemble (probabilistic) forecasts. (Five additional regions are expected to also use R later this year.) For example, here’s a recent analysis showing that Clay City on Illinois’ Little Wabash River has a small risk of minor flooding in the next couple of weeks:

Clay city IL
R is also used for research and development at NWS for forecast verification and analyses for the calibration of distributed hydrologic models. You can see these models in action for the NWS’s Eastern Region by exploring the interactive maps at the link below.

National Weather Service: NWS Experimental Short-term Hydrologic Ensembles (MMEFS)

More Read

6 Innovative Dashboards
6 Innovative Dashboards
Big Data and the End of Civilization as We Know It
Analytics and Its Effect on Data Dissemination and eCommerce
Long Live KPIs: Innovation is the New Black
Big Data: The Secret Snacking Ingredient
Share This Article
Facebook Pinterest LinkedIn
Share

Follow us on Facebook

Latest News

Flat editorial illustration: The article connects fragmented social-service records through shared pathways and selective informa
Turning Disconnected Information Data Into Better Social Service Outcomes
Big Data
Flat editorial illustration: The article explains how one KYC upload becomes separate records held by a verification vendor and a
What Happens to My KYC Data Behind the Approval Screen?
Big Data Exclusive
Flat editorial illustration: The article connects AI-generated avatar variants with disciplined, measurable video experiments. A
How to Use an AI Avatar Generator to Run Measurable Video Experiments
Artificial Intelligence Exclusive
Flat editorial illustration: The article’s core relationship is between growing compute density and adaptable rack hardware that
6 Details That Make a Data Centre’s Server Room Easier to Scale
Best Practices Data Management Exclusive IT

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

The Horizon of Data Mining
AnalyticsBusiness IntelligenceCollaborative DataCRMData MiningData WarehousingDecision Management

The Horizon of Data Mining

5 Min Read
2 Simple Strategies for Using Big Data to Effectively Raise Capital and Increase Employee Engagement
Big DataWeb AnalyticsWorkforce Data

2 Simple Strategies for Using Big Data to Effectively Raise Capital and Increase Employee Engagement

4 Min Read
Who Is Winning the Real Cyber War?
New ProductsR Programming LanguageSoftware

Who Is Winning the Real Cyber War?

4 Min Read
Embedding Predictive Analytics in Your Software Product
Big DataPredictive AnalyticsSoftware

Embedding Predictive Analytics in Your Software Product

4 Min Read

SmartData Collective is one of the largest & trusted community covering technical content about Big Data, BI, Cloud, Analytics, Artificial Intelligence, IoT & more.

The Art of Conversation: Enhancing Chatbots with Advanced AI Prompts
The Art of Conversation: Enhancing Chatbots with Advanced AI Prompts
Chatbots
ai chatbot
How AI Website Chatbots Improve Customer Support and Lead Generation
Chatbots Exclusive

Quick Link

  • About
  • Contact
  • Privacy
Follow US
© 2008-26 SmartData Collective. All Rights Reserved.
Welcome Back!

Sign in to your account

Username or Email Address
Password

Lost your password?