Journal of Water Resource and Protection, 2011, 3, 235-244
doi:10.4236/jwarp.2011.34030 Published Online April 2011 (http://www.scirp.org/journal/jwarp)
Copyright © 2011 SciRes. JWARP
Predicting Phosphorus Sorption onto Steel Slag Using a
Flow-through Approach with Application to a Pilot Scale
System
Chad J. Penn, Joshua M. McGrath
Oklahoma State University, Oklahoma, USA
E-mail: chad.penn@okstate.edu; mcgrathj@umd.edu
Received February 11, 2011; revised March 11, 2011; accepted March 31, 2011
Abstract
Reducing phosphorus (P) loads from soils to surface waters is necessary for solving the problem of
eutrophication. Many industrial by-products have been shown to sorb appreciable amounts of dissolved P
from solution and it has been proposed to use P sorption materials (PSMs) such as steel slag in landscape
scale “filters” for trapping dissolved P in runoff. The objective of this study was to model the effect of
retention time (RT) and P concentration on P sorption by steel slag and a surface modified slag in a flow-
through system. Sorption of P onto steel slag and rejuvenated-modified steel slag was measured using a
traditional batch isotherm and a flow-through setting at several RTs and P concentrations. Flow-through data
were used to produce a model that estimated P sorption based on RT and P concentration. The model was
tested on a pilot-scale pond filter consisting of the same slag materials. For both the materials, flow-through
tests indicated an increase in RT increased P removal efficiency but decreased the total amount of P removed
at saturation. The Langmuir model developed from batch isotherms overestimated and underestimated P
sorption in normal and rejuvenated slag respectively, relative to flow-through. Normal and rejuvenated slag
removed 38 and 36% of P in the pilot-scale pond filter after 2 weeks of pumping. The Langmuir equation
poorly predicted P sorption in the pond filter while the flow-through model produced reasonable estimates.
Results suggest that flow-through methodology is necessary for estimating P sorption in the context of
landscape P filters.
Keywords: Phosphorus, By-Products, Phosphorus Removal Structure
1. Introduction
Input of phosphorus (P) to surface waters can contribute to
eutrophication of receiving water bodies. Potential sources
of P to surface waters include waste-water treatment
plants, horticultural operations, and runoff from
agricultural and urban/suburban land (including golf
courses). In regard to runoff, dissolved P is the most
difficult form to control since particulate losses are
typically controlled by maintaining sufficient soil cover
and reducing erosion [1]. Dissolved P loads in runoff are
greatest from soils that are high in soil test P and soils with
recent surface applications (not incorporated) of P [2-3].
Previous research has shown that application of P
sorbing materials (PSMs) directly to high P soils or to
animal manures prior to land application can reduce
losses of dissolved in runoff during rainfall events [4-5].
However, such reductions in P runoff concentrations
may be temporary since P is not truly removed from the
system [6-7]. As an alternative, it has been suggested
that PSMs could be used in a “P removal structure” or a
constructed, isolated structure for treating P rich runoff
prior to reaching surface bodies of water [8]. Penn et al.
[7] constructed a P removal structure in a surface water
drainage ditch located on the Eastern Shore of
Maryland, U.S. This structure contained an iron rich by-
product that possessed a high P sorption capacity. In a
single rainfall event that lasted nearly 18 h, the structure
removed 99% of the dissolved P that entered it. One
disadvantage of this material was that it had low
hydraulic conductivity; therefore the amount of water
that could be treated was limited.
A by-product from the steel industry that has
potential for use in P removal structures is steel slag.