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Use of a Multiple Linear Regression Model to Estimate Stormwater Pollutant Loading.

Thomas A. Hodge and Louis J. Armstrong (1993)
Woodward-Clyde Consultants, USA
DOI: https://doi.org/10.14796/JWMM.R175-09
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Abstract

It is widely hypothesized that the quality of stormwater runoff varies by land use. Therefore, pollution loading from a particular watershed can be formulated as a function of the area of the various land use types that form it. In order to develop an estimate of regional pollutant loads, it is desirable to derive a best estimate of the quality of storm runoff from different land uses in the region. A multiple linear regression model was developed from water quality and land use data collected during the 1989-90 wet weather season in Alameda County, California. This model was used to estimate runoff pollutant concentrations by land use for this region. The resultant pollution concentrations were used to estimate the pollutant loads for an average year. Both single storm event data and averaged data from eleven storm events occurring during one wet weather season were used. The F-test was applied to statistically test the validity of the model.

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PAPER INFO

Identification

CHI ref #: R175-09 1182
Volume: 1
DOI: https://doi.org/10.14796/JWMM.R175-09
Cite as: JWMM 1: R175-09

Publication History

Received: N/A
First decision: N/A
Accepted: N/A
Published: February 15, 1993

Status

# reviewers: 2
Version: Final published

Copyright

© 1993 CHI.
Some rights reserved.

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Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 International License.

The Journal of Water Management Modeling is an open-access (OA) publication. Open access means that articles and papers are available without barriers to all who could benefit from them. Practically speaking, all published works will be available to a worldwide audience, free, immediately on publication. As such, JWMM can be considered a Diamond, Gratis OA journal.

All papers published in the JWMM are licensed under a Creative Commons Attribution 4.0 International License (CC BY).

JWMM content can be downloaded, printed, copied, distributed, and linked-to, when providing full attribution to both the author/s and JWMM.


AUTHORS

Thomas A. Hodge

Woodward-Clyde Consultants, Oakland, CA, USA
ORCiD:

Louis J. Armstrong

Woodward-Clyde Consultants, Oakland, CA, USA
ORCiD:


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