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Accounting for the annual variability when assessing non-point source pollution potential in Mediterranean regulated
E Contreras1, C Aguilar1, M J Polo1
1Dynamics and Hydrology Research Group, Andalusian Institute for Earth System Research, University of Cordoba, 14071 Cordoba, Spain.
The Science of the Total Environment
|September 29, 2023
Summary
This study introduces a new index to classify land based on non-point source pollution potential, accounting for rainfall and dam effects. The modified index, APNPI, helps identify high-risk pollution areas in large watersheds like the Guadalquivir River.
Area of Science:
- Environmental Science
- Hydrology
- Water Quality Management
Background:
- Characterizing non-point source pollution at watershed scales is challenging due to its diffuse nature and limited validation data.
- Mediterranean watersheds face complex pollution dynamics influenced by precipitation variability and reservoir operations.
Purpose of the Study:
- To develop and validate a dynamic index for classifying land according to non-point source pollution potential.
- To assess the spatial variability of non-point pollution risk in the Guadalquivir River watershed.
- To incorporate interannual precipitation variability and dam regulation effects into pollution assessment.
Main Methods:
- Modified the Potential Non-point Pollution Index (PNPI) to create the Annual PNPI (APNPI), including local precipitation patterns.
- Computed PNPI and APNPI for the Guadalquivir River watershed (57,500 km²).
- Analyzed long-term nitrate concentration and load data (1981/82-2006/07) against PNPI and APNPI values.
Main Results:
- Significant spatial variations in non-point pollutant vulnerability were identified across the Guadalquivir River watershed.
- Annual average nitrate concentrations on the southern side were nearly five times higher than on the northern side, correlating with PNPI (R²=0.65).
- Annual average nitrate loads showed statistically significant power fits with APNPI (R²=0.51-0.99), validating the inclusion of precipitation variability.
Conclusions:
- The APNPI is a valuable, simple dynamic index for assessing relative non-point source pollution risk in large, data-scarce areas.
- The study highlights the southern Guadalquivir River watershed as a priority area for non-point pollution management.
- Incorporating precipitation variability enhances the accuracy of non-point pollution risk assessment.

