Soil Phosphorus Storage Capacity for Environmental Risk Assessment
Reliable techniques must be developed to predict phosphorus (P) storage and release from soils of uplands, ditches, streams, and wetlands in order to better understand the natural, anthropogenic, and legacy sources of P and their impact on water quality at a field/plot as well as larger scales. A concept called the “safe” soil phosphorus storage capacity (SPSC) that is based on a threshold phosphorus saturation ratio (PSR) has been developed; the PSR is the molar ratio of P to Fe and Al, and SPSC is a PSR-based calculation of the remaining soil P storage capacity that captures risks arising from previous loading as well as inherently low P sorption capacity of a soil. Zero SPSC amounts to a threshold value below which P runoff or leaching risk increases precipitously. In addition to the use of the PSR/SPSC concept for P risk assessment and management, and its ability to predict isotherm parameters such as the Langmuir strength of bonding, , and the equilibrium P concentration, EPC0, this simple, cost-effective, and quantitative approach has the potential to be used as an agronomic tool for more precise application of P for plant uptake.
Concern about the environmental fate of phosphorus (P) has arisen from evidence that P derived from land-applied animal wastes and fertilizers can potentially promote eutrophication of water bodies [1–9]. There is a need to develop ways of managing nutrients such that risks to the environment are minimized. This paper describes a field test approach that we call the “soil P storage capacity” (SPSC) which enables the on-site prediction of how much P can be added to a soil prior to development of significant risk of P leaching and/or runoff.
“Soil-test P” (STP) procedures that were initially developed for crop nutrient recommendations have been adapted to environmental risk assessment for P loss [10–13]. Another approach used in P risk assessment involves a “change point” phenomenon, which corresponds to a threshold of P loading where a marked increase in solution P concentration is observed . The change point threshold is expressed in terms of the molar ratio of extractable P to the sum of extractable Al and Fe [14–17]. The latter ratio is called the P saturation ratio (PSR). The PSR can be determined by various extractants, including those used for STP.
The STP and PSR have two shortcomings stemming from failure to capture P retention capacity: (i) a low value is not indicative of a safe application site and (ii) neither provides a means of predicting the “safe lifespan” of an application site. Predictions require that P retention capacity be taken into account and that the remaining capacity (prior to risk of environmentally detrimental P release) be determined. The authors have developed a concept (SPSC) that overcomes the risk assessment limitations of STP and PSR .
2. The Soil P Storage Capacity Approach
First, consider the following expression, defined as “soil P storage capacity” (SPSC) SPSC = (threshold PSR-soil PSR)*(sum of extractable Al and Fe in moles) , where threshold PSR = PSR value at “change point” as determined regionally ; soil PSR = PSR of soil under investigation.
This calculation amounts to a determination of remaining capacity (mg kg−1, kg ha−1 “furrow slice”, etc.) if the metal extractant exhaustively extracts the metal phases primarily responsible for P sorption . Ammonium oxalate  is the best extractant for this purpose. However, the above SPSC calculation can also be made using STP (e.g., Mehlich 1 or Mehlich 3-P, Fe and Al) via calibration with oxalate extraction because of high correlation between the two procedures [19, 21]. This is an obvious practical advantage.
The SPSC would capture the risk of unimpacted soils that have low P sorption capacity while STP and PSR would not. The concept would be a true P risk indicator for any soil of the population for which the PSR threshold is applicable. Relationship of SPSC to water extractable P shows that as long as SPSC is positive, the soil will not release significant P to solution but will release P at increasing amounts as SPSC becomes increasingly negative (Figure 1, ); the relationship is applicable to surface  as well as subsurface soil layers . Further, the equilibrium P concentration at zero sorption (EPC0; the solution P concentration at which the rate of P adsorption equals the rate of desorption) is minimal when SPSC is positive and increases when SPSC becomes negative .
Sandy soils of the SE US coastal plain have high infiltration rates and nearly level topography such that vertical flow (leaching) rather than surface runoff is often the prevalent mode of P transport. Leaching in these soils can be accompanied by lateral subsurface flow in the saturated zone. Hence, the environmental fate of P applied to these soils is largely controlled by the P retention characteristics not only of the surface horizon, but also of subsurface horizons extending to the water table. A feasible site-specific means of evaluating the P storage limits prior to leaching risks is needed for manure- and fertilizer-amended soils.
The predominant soil orders in Florida, USA, are Spodosols, Entisols, and Ultisols. The Bh horizons of Spodosols (Alaquods) with organically complexed metals, Bt horizons of Ultisols (Paleudults) with loamy-to-clayey textures, and common subsurface horizons (e.g., E, Bw) of Entisols (Quartzipsamments) with grain coatings, all show discrete thresholds for PSR [21–23]. Based on their respective threshold PSR values, it is possible to calculate the SPSC for subsurface horizons. Chakraborty et al.  illustrated how the compositional differences of Alaquods and Paleudults would result in differences in P loss potential between these two prevalent soil great groups as well as seasonal differences in P loss for Alaquods. An SPSC assessment of subsurface horizons enables determination of the absolute amount of P that the horizon could hold prior to releasing the P at environmentally unacceptable limits. The Chakraborty et al.  study further illustrated that information on SPSC of the Bh horizon and the horizons overlying the Bh are pertinent to water table management. For example, maintaining a water table above the upper Bh boundary when the Bh has significant SPSC would short-circuit the potential to reduce off-site movement of P. Their results also showed that even when there is an abundance of crystalline components that contribute to P sorption above the threshold PSR, the most tenaciously bound P is associated with noncrystalline metal oxides such as those extracted by an oxalate or a soil test solution such as Mehlich 1 or Mehlich 3. Therefore, the PSR concept appears applicable to a wide range of soil types and not just sandy soils or soils with inorganically complexed Al.
The SPSC approach also has potential to provide an assessment of environmental limits for natural and constructed wetlands. A similar relationship as in Figure 1 was shown by Nair et al.  for data from uplands and wetlands of eight beef ranches within the Lake Okeechobee Basin, Florida. Further, the authors also indicated that wetlands are not eternal sinks for P and there is a potential for P to move down a soil profile for wetland soils as well. The SPSC concept would also be useful in determining whether a site is suitable for establishing a constructed wetland for facilitating P removal from an impacted farm or ranch. If the SPSC of a potential site is negative, then it will not be suitable for constructing the wetland. It would also be possible to estimate the time it would take for storing additional P prior to the soil becoming a P source.
3. Application of the SPSC Concept for Environmental Risk Assessment
3.1. Phosphorus Source Effects
Another factor that needs to be accounted for in P risk assessment is the P source itself. Not all P sources have the same potential to release P. In effect, simply knowing the total P applied is not sufficient to predict the nature of P movement off-site. The P retention mechanisms are markedly different for manure- and commercial-fertilizer-amended sandy soils. Differences relate in large part to the nature of P forms in manures, which are mainly inorganic but less soluble than typical commercial fertilizers. Distinctions have implications for long- versus short-term P release as well as mitigation approaches.
Laboratory-scale rainfall simulation studies are often used as a means for evaluating potential P loss from a soil; for example, Eghball et al.  studied the effects of long-term fertilizer and manure applications on P and N transport in runoff and suggested avoiding applications when there is a probability for rain immediately following applications. Phosphorus concentrations in rainfall simulation leachate on a laboratory scale study (Table 1) illustrate substantial differences in leachate concentrations depending on the P source . The data show that leaching was significantly less for manure sources than for a commercial fertilizer and most of the other sources tested.
Differences in SPSC for various P sources applied at the same total P concentrations (at a rate of 300 kg−1 ha or 9 g per “box,” dimensions: 100 cm × 30 cm × 20 cm) in the laboratory scale study are illustrated in Figure 2 . The 20 cm depth rainfall simulation “box” was divided into four segments at the end of the simulation studies and SPSC calculated for each segment. The soil in the study was from the A horizon of a Spodosol with minimal P retention capacity. The control (no amendment) had the maximum storage capacity (positive SPSC for all segments) while SPSC was completely exhausted for the soil amended with inorganic fertilizer (triple superphosphate). Dairy manure-impacted soil had some remaining capacity at the lower soil depths. The high negative SPSC in the surface 0–5 cm depth indicates that the P will continue to be released slowly over time with additional rainfall application.
3.2. Legacy Phosphorus and Water Quality
Legacy phosphorus is the P that has accumulated in the soil over a period of time, and its continuous release from the soil affects water quality even when external P loads are minimized or eliminated. Sharpley et al.  have pointed out that legacy P “makes it difficult to distinguish the effects of current conservation measures from historical land management.” The SPSC is the only available tool that captures P storage from historical land uses without the need for any prior P-application records.
3.2.1. Differing P Loss from Identically Managed Agricultural Sites
Two sites in close proximity to each other owned by the same farmer were evaluated for P storage. The sites were used for blueberry production and the farmer managed them identically. However, the quality of water leaving the first site (B1) negatively impacted an adjacent water body.
Three soil profiles were collected by horizon at both of the sites, B1 and B2. In addition, three soil profiles were collected from a ditch (D1, D2, and D3) leaving the first site and draining to a lake through a forested area (Figure 3). The SPSC for all soil profiles for B1 was negative; only the surface (A horizon) and the more retentive subsurface horizon (Bh or Bt) were considered in the evaluation. The ditch sample closest to an old barn showed the highest negative SPSC (−1100 mg kg−1) and SPSC values increased at distances away from the barn. Even at this heavily P-impacted location, there appears to be some P storage left at the high P-retentive Bt horizon at a depth of 120 cm. The old barn area represents an example of legacy P where the manure P is continuously released when in contact with water , and this release could continue for a long period of time, perhaps even centuries. Loss of P from this site may not be via the ditch alone, but also through subsurface flow across the whole site. Locations within B2, though under similar management as B1, have mostly positive SPSC such that additional fertilization would likely be needed for sustainable crop production.
3.2.2. Legacy Phosphorus and Water Table Management
Here we consider two dairy locations on Spodosols with differing P-impact levels (Figure 4). The first is a minimally P-impacted pasture location on Myakka fine sand (sandy, siliceous, hyperthermic Aeric Alaquod) and the other is a heavily P-impacted soil on Pomello fine sand (sandy, siliceous, hyperthermic Oxyaquic Alorthod). At both locations, soil samples were collected to 120 cm depth. The pasture on Myakka has considerable P storage capacity at and below the Bh horizon. On the other hand, the cattle holding area near the barn on Pomello fine sands does not have a P retentive horizon to 120 cm depth and all depths above 120 cm have negative SPSC and therefore constitute a source of P loss. Under these conditions, raising the water table to a meter depth would not be problematic for the pasture soil, but the risk of losing P from the heavy P-impacted area would be substantial. Raising the water table above the Bh (e.g., to 25 cm depth) of the pasture soil would also present problems in the fact that the only retentive layer (Bh) could be bypassed by lateral movement in the minimally retentive E horizon. Others have documented an association between negative SPSC and elevated solution P both in the field (pore water ) and laboratory (column leachates ).
3.2.3. Phosphorus Storage to 120 cm Depth in Active and Abandoned Dairy Soils
Since manure-impacted soils are prone to continuous P losses via either horizontal or vertical P movement, it follows that P will continue to be lost from a soil even after a dairy is abandoned (no longer operational). The negative effects of legacy P have been illustrated in an earlier example in this section. The SPSC enables tracking of P movement in any P-impacted soil; examples of SPSC to 120 cm in soil profiles of differing P input in active and abandoned dairies are illustrated in Table 2. The SPSC values are additive and hence a single value can be obtained for a soil profile to any desired depth, in this case to 120 cm.
The depth to the P-retentive Bh horizon is an important factor in the vertical movement of P. Among the active dairy locations selected, only one soil has the Bh horizon below the 120 cm depth (Table 2). This is the only soil profile among the active dairies where the SPSC to a 120 cm depth is negative irrespective of the P-impact level. The abandoned dairies selected were all heavily manure-impacted and the SPSC is negative for the soil profile to a 120 cm depth. The Bh horizon of these abandoned dairies was all within the 120 cm depth considered, suggesting that P movement from these abandoned dairies had compromised even the Bh horizon with high P-retentive capacity. An important conclusion from this observation is that remedial measures must be taken to confine the releasable P soon after the dairy is no longer in operation.
3.3. SPSC under Different Land Uses
Random soil samples were collected to a 40 cm depth to evaluate the potential for the use of the SPSC concept across a watershed (Figure 5, ) with different land uses. The land uses included dairies, improved and unimproved pastures, tree crops, citrus, forested, and other areas (Figure 5(a)). The SPSC values corresponding to these locations are shown in Figure 5(b). A general (visual) observation indicates that the SPSC under forested areas typically is positive while those under heavy P-impacted areas such as dairies and heavily fertilized citrus locations are negative. The SPSC would be an indicator of the P storage and loss at a given site even when previous use of the land is unknown. The study lays the basis for future research that may be conducted to evaluate P storage and losses from differing land uses to any designated depth across a watershed.
3.4. Application of SPSC to Wetland Soils
Wetlands are often considered to be a P sink. For most soil characterization for wetlands, soils are collected within a range of 10 to 50 cm depth depending on the objective of the investigation  which is often related to the rooting depth of the soil-plant system. To illustrate the importance of subsurface soil sampling, soils were collected from a wetland and an adjacent ditch (known to be heavily P-impacted) in the Lake Okeechobee Watershed, by depth until a Bh horizon was encountered. The upper boundary of the Bh horizon for the wetland soil profile occurred at 125 cm, and that for the ditch soil profile at 65 cm. At the Bh horizon, the Mehlich 1-Al was the highest for both of the soil profiles (Table 3, ). For the wetland soil SPSC was negative (P source) until the Bh horizon was reached where additional P storage was available. For the ditch sample, however, the Bh horizon was also negative indicating that the Bh horizon was also compromised and was a P source.
4. Future Research
(a)Extrapolating the SPSC Concept to a Watershed Level. The examples cited above show the potential of SPSC to be used on a site-specific basis. Further, indications are that the approach could be used to predict P storage and release across a watershed, irrespective of the land use. Since this tool has been extended to wetlands, ditches, and streams, SPSC will likely be useful for predicting P releases from soils within a watershed. With the advantage of SPSC being additive such that a single value can be obtained for a given soil profile to any desired depth, it should be possible to identify locations within a watershed that are subject to P loss via either surface or subsurface pathways, or through leaching. The approach would be useful to identify locations of legacy P accumulation and address the issue via appropriate best management practices (BMPs).(b)SPSC for Agronomic Purposes. Current agronomic recommendations are based on STP values such as Mehlich 1 or Mehlich 3. For agronomic management of land application of manure, SPSC will be able to predict how much P can be safely applied to a soil before the soil becomes an environmental risk (i.e., until SPSC becomes negative). This is particularly critical when manure application is based on N requirements of a crop instead of P requirements. This calculated “lifespan” for P application to a site would be dependent on the retention characteristics of the soil and would therefore be site-specific. It is not possible to make similar predictions based on STP values.(c)SPSC for Predicting Isotherm “” Values. A recent review by Nair  indicated that isotherm values become zero once the threshold PSR is reached; below the threshold PSR value, the value is variable since would be dependent on the amount of Fe + Al in the soil. Preliminary studies by Dari et al.  showed that positive SPSC (which, unlike the PSR, takes into account the additional P storage available based on the soil’s Fe + Al content) is related to the Langmuir strength of P bonding, ; when SPSC is negative, is zero. Once the relationship is verified, SPSC obtained from soil test data would enable prediction of isotherm values without the need for generating time-consuming isotherms.(d)SPSC for Urban Lands. Another potential application of SPSC is its use as a tool to evaluate locations for stormwater retention ponds. The higher the SPSC at a given location, the greater the potential for the retention pond to filter P. Similarly SPSC would be of use in selecting fill material during construction.(e)Use of SPSC for Establishing Suitable Constructed Wetlands Locations. The benefit of SPSC for evaluating the suitability of a site for construction of wetlands would be similar to that for constructing retention ponds. High positive SPSC would be a preferred location for constructed wetlands; negative SPSC suggests the soil is already a P source and therefore unsuitable for establishing constructed wetlands.
Conflict of Interests
The authors declare that there is no conflict of interests regarding the publication of this paper.
The various components of this paper are based on the authors’ (and their students and postdoctoral associates) published work as abstracts or as peer-reviewed journal or extension publications, supported in part by funding agencies such as The USDA-Initiative for Future Agriculture and Food Systems (USDA-IFAFS), the USDA-Hatch Funds, the Florida Department of Agriculture and Consumer Services (FDACS), and the South Florida Water Management District (SFWMD). The authors would also like to extend their appreciation to all landowners who allowed us to conduct soil sampling in their fields and personnel assisting in field soil sampling and laboratory analyses.
L. H. Allen Jr., “Dairy-siting criteria and other options for wastewater management on high water-table soils,” Soil & Crop Science Society of Florida, vol. 47, pp. 108–127, 1987.View at: Google Scholar
A. C. Federico, F. E. Davis, K. G. Dickson, and C. R. Kratzer, Lake Okeechobee Water Quality Studies and Eutrophication Assessment, South Florida Water Management District Technical Publications, South Florida Water Management District, West Palm Beach, Fla, USA, 1981.
M. D. Webber, “Phosphorus in relation to water quality: great Lakes water quality and the phosphorus removal program,” in Phosphorus in Sewage Sludge and Animal Waste Slurries, T. W. G. Hucker and G. Catroux, Eds., pp. 5–20, D. Reidel Publishing Co., Boston, Mass, USA, 1981.View at: Google Scholar
O. F. Schoumans, A. W. Breeuwsma, and W. de Vries, “Use of soil survey information for assessing the phosphate sorption capacity of heavily manured soils,” in Proceedings of the International Conference on Vulnerability of Soil and Groundwater to Pollutants, W. van Duijvenbooden and H. G. van Waegeningh, Eds., pp. 1079–1088, Noordwijk aan Zee, The Netherlands, 1987.View at: Google Scholar
A. Breeuwsma and S. Silva, “Phosphorus fertilisation and environmental effects in The Netherlands and the Po Region (Italy),” Report 57, Agricultural Research Department, The Winand Staring Centre for Integrated Land, Soil, and Water Research, Wageningen , The Netherlands, 1992.View at: Google Scholar
A. N. Sharpley, M. J. Hedley, E. Sibbeson, A. Hillbricht-Ilkowska, W. A. House, and L. Ryszkowski, “Phosphorus transfers from terrestrial to aquatic ecosystems,” in Phosphorus in the Global Environment, H. Tiessen, Ed., pp. 171–200, John Wiley & Sons, New York, NY, USA, 1995.View at: Google Scholar
J. I. Lemunyon and T. C. Daniel, “Phosphorus management for water quality protection: a national effort,” in Soil Testing for Phosphorus: Environmental Uses and Implications, J. T. Sims, Ed., SERA-IEG 17 USDA-CREES Regional Committee: Minimizing agricultural phosphorus losses for protection of the water resource, 1997.View at: Google Scholar
D. L. Correll, “The role of phosphorus in the eutrophication of receiving waters: a review,” Journal of Environmental Quality, vol. 27, pp. 261–266, 1998.View at: Google Scholar
R. Parry, “Agricultural phosphorus and water quality: a U.S. environmental protection agency perspective,” Journal of Environmental Quality, vol. 27, no. 2, pp. 258–261, 1998.View at: Google Scholar
P. A. Moore Jr., B. C. Joern, and T. L. Provin, “Improvements needed in environmental soil testing for phosphorus,” in Soil Testing for Phosphorus: Environmental Uses and Implications. SERA-IEG 17 USDA-CREES Regional Committee: Minimizing Agricultural Phosphorus Losses for Protection of the Water Resource, T. J. Sims, Ed., 1997.View at: Google Scholar
A. N. Sharpley, T. T. Daniel, J. Sims, R. Lemunyon, R. Stevens, and R. Parry, Agricultural Phosphorus and Eutophication, United States Department of Agriculture, Agricultural Research Service, 1999.
N. Hesketh and P. C. Brookes, “Development of an indicator for risk of phosphorus leaching,” Journal of Environmental Quality, vol. 29, no. 1, pp. 105–110, 2000.View at: Google Scholar
J. T. Sims, A. C. Edwards, O. F. Schoumans, and R. R. Simard, “Integrating soil phosphorus testing into environmentally based agricultural management practices,” Journal of Environmental Quality, vol. 29, no. 1, pp. 60–71, 2000.View at: Google Scholar
J. A. McKeague and J. H. Day, “Dithionate and oxalate-extractable Fe and Al as aids in differentiating various classes of soils,” Canadian Journal of Soil Science, vol. 46, pp. 13–22, 1966.View at: Google Scholar
V. D. Nair, M. W. Clark, and K. R. Reddy, “Wetland soils nutrient index development and evaluation of “safe” soil phosphorus storage capacity,” Final Report to FDACS Contract Number 00073946 (Agency Number 014820), FDACS, Tallahassee, Fla, USA, 2011.View at: Google Scholar
B. Eghball, J. E. Gilley, D. D. Baltensperger, and J. M. Blumenthal, “Long-term manure and fertilizer application. Effects on phosphorus and nitrogen in Runoff,” Biological Systems Engineering: Papers and Publications Paper 21, 2002, http://digitalcommons.unl.edu/biosysengfacpub/21.View at: Google Scholar
W. G. Harris, V. D. Nair, R. D. Rhue, and D. A. Graetz, “Deliverable 2. Progress report on source materials characterization and implications for effects. Site-specific determination of soil capacity to assimilate or release P applied as manure, fertilizer, compost, or biosolids,” Report to FDACS 0061873, FDACS, Tallahassee, Fla, USA, 2007.View at: Google Scholar
T. J. Rew, D. A. Graetz, M. S. Josan, V. D. Nair, and W. G. Harris, “Phosphorus mobility from organic and inorganic soil amendments: rainfall simulation studies,” in Proceedings of the ASA /CSSA/SSSA 2007 International Annual Meetings, CD Rom Publication, New Orleans, Louisiana, 2007.View at: Google Scholar
A. Sharpley, H. P. Jarvie, A. Buda, L. May, B. Spears, and P. Kleinman, “Phosphorus legacy: practices to mitigate future water quality impairment,” Journal of Environmental Quality, vol. 42, pp. 1308–1326, 2013.View at: Google Scholar
J. Showalter, V. D. Nair, D. Chakraborty, L. Liu, and Z. He, “Identifying soil phosphorus sources and sinks within land-use systems of the Lak e Okeechobee Basin,” in Proceedings of the Southern Branch ASA Annual Meeting, Orlando, Fla, USA, 2010.View at: Google Scholar
T. Z. Osborne and R. D. DeLaune, “Soil and sediment sampling of inundated environments,” in Methods on Biogeochemistry of Wetlands, R. DeLaune, K. R. Reddy, C. J. Richardson, and P. Megonigal, Eds., pp. 21–40, Soil Science Society of America Publication, Madison, Wis, USA, 2013.View at: Google Scholar
S. Shukla, W. Graham, A. Hodges, V. D. Nair, and M. Christman, “Evaluation of cow-calf best management practices with regards to nutrient discharges in the Lake Okeechobee Basin,” Contract Number 00074969, Final Report to FDACS, Tallahassee, Fla, USA, 2011.View at: Google Scholar
B. Dari, V. D. Nair, R. D. Rhue, and R. Mylavarapu, “Relationship of Langmuir parameters to the soil phosphorus saturation ratio,” in Proceedings of the ASA/CSSA/SSSA International Annual Meetings, CD Rom Publication, 2012.View at: Google Scholar