Threshold events responsible for sediment and phosphorus loads in agricultural watersheds of the Great Lakes basin

Nonpoint-source sediment and phosphorus pollution from agricultural lands is a major driver of eutrophication in the Great Lakes basin, yet the storm events responsible for most pollutant transport remain poorly quantified. This study quantified the contribution of high-magnitude runoff events to sediment and total phosphorus (TP) transport, identified seasonal threshold events, and assessed watershed controls on event responses. Event-scale runoff, sediment, and TP data from 10 agricultural watersheds in Southern Ontario were analysed using Lorenz curves, threshold detection, and Bayesian logistic regression. The largest 10% of events contributed 40–50% of annual sediment and TP loads in winter, spring, and fall, increasing to 70% in summer. Threshold behaviour was evident in winter and spring, with sediment and TP thresholds corresponding to return periods of 10 and 8 years in winter and 4 and 3 years in spring, respectively. These findings validate the threshold storm concept using observed watershed data.

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Publication Details

Journal
Hydrological Sciences Journal
Published
2026-09-11
DOI
https://doi.org/10.1080/02626667.2026.2720547
Primary Topic
Soil and Water Nutrient Dynamics
Type
article
Field-Weighted Citation Impact
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article

Threshold events responsible for sediment and phosphorus loads in agricultural watersheds of the Great Lakes basin

Prasad Daggupati, Rituraj Shukla, Pradeep Goel, Justin Slater et al.
Hydrological Sciences Journal
Soil and Water Nutrient Dynamics
article

Threshold events responsible for sediment and phosphorus loads in agricultural watersheds of the Great Lakes basin

Prasad Daggupati, Rituraj Shukla, Pradeep Goel, Justin Slater, Manpreet Kaur, Ramesh Rudra
article en

Abstract

Nonpoint-source sediment and phosphorus pollution from agricultural lands is a major driver of eutrophication in the Great Lakes basin, yet the storm events responsible for most pollutant transport remain poorly quantified. This study quantified the contribution of high-magnitude runoff events to sediment and total phosphorus (TP) transport, identified seasonal threshold events, and assessed watershed controls on event responses. Event-scale runoff, sediment, and TP data from 10 agricultural watersheds in Southern Ontario were analysed using Lorenz curves, threshold detection, and Bayesian logistic regression. The largest 10% of events contributed 40–50% of annual sediment and TP loads in winter, spring, and fall, increasing to 70% in summer. Threshold behaviour was evident in winter and spring, with sediment and TP thresholds corresponding to return periods of 10 and 8 years in winter and 4 and 3 years in spring, respectively. These findings validate the threshold storm concept using observed watershed data.

Hydrological Sciences Journal
Ministry of the Environment, Conservation and Parks (CA), University of Guelph (CA)
Life in Land
Openalex Percentile: Top 18%
Soil and Water Nutrient Dynamics
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Threshold events responsible for sediment and phosphorus loads in agricultural watersheds of the Great Lakes basin — Prasad Daggupati, Rituraj Shukla, et al. · Hydrological Sciences Journal (2026) | TGRS Research Map | TGRS