USGS Modeling: 11 Watersheds Adding to Gulf Nutrients

Each of the 818 large watersheds in the Mississippi/Atchafalaya River Basin (MARB) has been ranked on the basis of SPARROW model estimates of nitrogen and phosphorus yields delivered to the Gulf of Mexico by the U.S. Geological Survey (USGS), in cooperation with the U. S. Environmental Protection Agency.

SPARROW stands for Spatially Referenced Regression On Watershed Attributes.

Uncertainties in the nutrient yield estimates from the MARB SPARROW model by Alexander and others, 2008, were incorporated into a statistical ranking procedure to determine the probability that a watershed is within the top 150 delivering the highest nutrient yields to the Gulf.

Model findings show that 11 watersheds are reliably placed in the top 150 category for total nitrogen (three for total phosphorus) delivered to the Gulf of Mexico with 90 percent certainty.

Although only a few watersheds could be placed into the top 150 category, numerous watersheds could be removed from the top 150 category. A total of 513 watersheds for total nitrogen and 505 watersheds for total phosphorus are reliably placed outside of the top 150 category with 90 percent uncertainty.

"Probabilistic ranking of watershed nutrient yields can assist water managers, policy makers, and scientists in identifying watersheds that may be primarily responsible for nutrient delivery to the Gulf of Mexico," said USGS scientist Dale Robertson. "However, this large-scale approach may not address local management needs." These local management needs may be better served by ranking nutrient yields to inland streams and reservoirs.

Although 150 watersheds were chosen for this application, the ranking procedure can be applied to any user-selected number of watersheds.

The USGS continues to work closely with the EPA, U.S. Department of Agriculture, and the states to ensure that monitoring and modeling provide useful information for managing nutrients in watersheds throughout the MARB. Nutrient issues are complex and therefore a multitude of management approaches are necessary to reduce the nutrient burden.

To access the Journal of American Water Resources Association article "Incorporating Uncertainty into the Ranking of SPARROW Model Nutrient Yields from the Mississippi/Atchafalaya River Basin Watersheds," along with frequently asked questions, maps, and supplemental information, visit

Download Center

  • Waste Management in 2021: Accelerate Your Success with Technology

    Join waste management experts on February 23rd for a live best practice session webinar. You’ll learn how to take your waste program to the next level with visual location, barcoding, and mobility. Register now.

  • Green Quadrant EHS Software 2021

    Reserve your copy of the new report by independent analyst firm, Verdantix, to get a detailed, fact-based comparison of the 22 most prominent EHS software vendors in the industry.

  • Your Guide to Environmental Metrics that Drive Performance

    Translating sustainability into action starts with implementing the right metrics to assess your environmental risk and performance. Learn how to design metrics that improve your decision-making process and drive enterprise performance.

  • 5 Keys to Best-in-Class Chemical Management

    Running a safe chemical program is challenging and complex: from knowing what's on-site to proper handling and disposal - all while navigating regulatory changes. Learn the best ways to mitigate chemical risk, get the most value out of your data, and gain buy-in for a chemical management solution.

  • Unpacking ESG: 6 Questions You Were Too Afraid to Ask

    Environmental and Sustainability experts from Arcadis and Cority answer 6 of the most pressing questions EHS professionals have about getting started with Environmental, Social, and Governance (ESG) reporting.

  • Industry Safe