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Evidence playbook · Phosphorus sources

Build a Defensible Lake Phosphorus Budget and Source Inventory

Account for measured, modeled, external, internal, stored, exported, and unresolved phosphorus with explicit boundaries, time basis, uncertainty, and source-confidence states before choosing a source-control action.

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Lake and watershed managers, Tribes, municipalities, public works and public-health partners, agricultural and shoreland programs, consultants, laboratories, monitoring teams, and community organizations
Reading time
28 minutes
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Direct answer

What to do first

A defensible lake phosphorus budget defines the management question, responsible authority, lake and contributing-area boundaries, period, phosphorus forms and fractions, units, and flow convention before adding numbers. It distinguishes concentration from load, load from yield, nutrient applied or generated on land from mass mobilized and delivered to the lake, and measured observations from model estimates. Inventory tributaries, storm drains, permitted discharges, shoreline and direct runoff, groundwater and onsite-wastewater hypotheses, atmospheric deposition, withdrawals and outlet export, lake storage change, and internal sediment-water exchange without double counting. Pair representative phosphorus concentrations with discharge across relevant baseflow, storm, snowmelt, and seasonal conditions; an annual mean can hide event delivery. A high lake phosphorus concentration, bloom, trophic-state category, land-use class, PLET or SPARROW estimate, or budget residual does not identify a source, responsible property, violation, or required action. Sediment phosphorus inventory is not an annual internal load. Never force an unexplained residual into septic, agriculture, shoreland, or another preferred category. Report uncertainty, sensitivity, missingness, model version and base year, overlapping terms, and source-confidence state. The budget supports a current state, territorial, Tribal, federal, watershed, or local decision; it does not replace an adopted standard, TMDL, permit, site investigation, or qualified source attribution.

Use this guide to
  • Freeze the decision, authority, spatial boundary, time basis, phosphorus basis, and units before assembling a budget
  • Separate concentration, load, yield, land input, generated mass, delivered mass, storage, retention, export, and internal exchange
  • Inventory measured, modeled, unknown, overlapping, and excluded terms with complete lineage
  • Carry hydrologic representativeness, uncertainty, sensitivity, detection conditions, and model applicability into every contribution estimate
  • Assign bounded source-confidence states without turning a budget, map, or residual into property-level blame
  • Use unresolved terms to design discriminating monitoring and authority handoff rather than forcing false closure

1. Define the decision, designated use, and responsible authority

A budget designed to explain a trend is not automatically fit to assign a TMDL load, prioritize projects, or judge compliance.

State the lake use or condition of concern, decision maker, planning horizon, current criteria or narrative requirements, adopted TMDL or watershed plan, and what action the budget may inform. EPA nutrient criteria support state, territorial, and Tribal water-quality standards processes; a national recommendation is not automatically the local controlling value.

Separate restoration, protection, monitoring, grant planning, permit, public-health, and enforcement questions. Record what the budget will not decide, including responsible-party identity, legal liability, a universal target, treatment selection, or permission to work on land or in water.

Sources: [1], [5]

2. Freeze the control volume, contributing areas, period, and phosphorus basis

Every term must enter or leave the same conceptual boundary on a comparable time and mass basis.

  • Lake or reservoir pool, connected basins, outlets, withdrawals, diversions, and stage or storage convention
  • Mapped surface watershed plus separately evaluated groundwater contributing area and infrastructure connections
  • Start and end dates, hydrologic year or season, event definition, and any incomplete interval
  • Total phosphorus, dissolved or particulate fraction, filtered state, reporting basis, unit, wet or dry basis, and method
  • Mass and flow sign convention, unit conversions, aggregation rule, censored-data treatment, and version

Sources: [1], [6]

3. Keep concentration, load, yield, and delivery separate

These quantities can rank sites differently and answer different questions.

Phosphorus quantities that cannot be substituted
QuantityMeaningBoundary
ConcentrationMass per water volume at a represented place and timeNot mass transported over an interval
LoadMass transported during a defined intervalRequires representative concentration and flow integration
YieldLoad normalized by drainage area or another stated denominatorNot total contribution
Land inputPhosphorus applied, deposited, produced, or present on landNot necessarily mobilized or delivered
Delivered loadMass reaching the defined lake boundaryDepends on routing, attenuation, retention, and time

Sources: [6], [7], [3]

4. Inventory every plausible source and pathway before ranking

Source categories are hypotheses to test, not names to blame.

  • Gaged and ungaged tributaries, ditches, drains, storm sewers, road drainage, direct runoff, shoreline erosion, and connected wetlands
  • Permitted and other documented wastewater discharges, sanitary overflows, illicit connections, and infrastructure records
  • Agricultural fertilizer, manure, livestock, soil erosion, tile or drainage pathways, existing conservation practices, and natural/background inputs
  • Onsite wastewater density, age and management records, groundwater pathway and travel-time hypotheses, without publishing household identity
  • Atmospheric deposition, wildlife and pet waste, construction, lawn and landscape inputs, and lake-surface deposition
  • Outlet export, withdrawals, harvesting or removal, storage change, settling, resuspension, and internal sediment-water exchange

Sources: [1], [8], [9], [10]

5. Build measured inflow and outflow loads from representative flow and chemistry

Convenient grabs and an annual average concentration rarely represent event-driven transport on their own.

Coordinate discharge measurement and phosphorus sampling across the hydrograph, seasons, baseflow, snowmelt, storms, operational releases, and other locally important conditions. Preserve station, method, fraction, unit, sample timing, flow record, gaps, rating changes, qualifiers, and computation method.

Use a documented load-estimation method matched to sampling density and the flow record. State interpolation, regression or other assumptions, uncertainty, bias, censored-data handling, and unsupported intervals. Never replace an unsampled interval with zero merely because no result exists.

Sources: [6], [4], [11]

6. Estimate ungaged, direct-runoff, groundwater, and onsite-wastewater terms cautiously

A planning coefficient or proxy is useful only when its applicability and uncertainty remain visible.

For ungaged and direct drainage, document delineation, land cover, soils, rainfall or runoff inputs, coefficients, calibration or local checks, represented period, model version, and scenario assumptions. PLET estimates long-term planning-level loads and reductions; it does not observe a site's actual delivered load.

Groundwater and septic contributions require a hydrogeologic and onsite-wastewater conceptual model. Septic maintenance can reduce failure risk but does not by itself prove zero nutrient contribution. Preserve system, soil, density, groundwater, distance, age, travel-time, inspection, and uncertainty evidence under appropriate privacy and authority controls.

Sources: [3], [9], [1]

7. Separate internal exchange, sediment inventory, storage change, retention, and export

Mass present in sediment is not the same as mass released during the budget period.

Represent internal loading as a direction-, time-, area-, and method-specific sediment-water flux estimate when adequate evidence exists. Total phosphorus in a sediment core or surface layer is an inventory measurement; it does not equal annual release, bioavailable mass, or the response to a proposed intervention.

Lake water-column and sediment storage can change across the budget period, and inflowing phosphorus can settle, transform, recycle, or leave through the outlet. Preserve gross versus net conventions and avoid counting a recycled mass once as external input and again as new external input.

Sources: [1], [4]

8. Integrate monitoring and models without overlap or scale inflation

A model can organize evidence and scenarios without becoming a direct observation or parcel verdict.

Record whether each term is measured, interpolated, modeled, coefficient-based, literature-derived, inferred, or unknown. Reconcile whether a regional SPARROW category, PLET land-use estimate, permitted load, monitored tributary, and direct-drainage estimate overlap before summing them.

SPARROW relates monitoring data to watershed sources and transport at regional network scales and quantifies prediction uncertainty. Use its supported model region, base year, source categories, spatial unit, and long-term context. Do not downscale a regional estimate into a current property-level load or compliance finding.

Sources: [7], [3], [1]

9. Reconcile uncertainty, sensitivity, residual, and missingness

A budget that does not close perfectly may be more honest than one closed by an unsupported assignment.

  • Propagate or otherwise report uncertainty for flow, concentration, temporal interpolation, coefficients, mapped area, model parameters, and storage
  • Test sensitivity to storm coverage, censored data, ungaged coefficients, base years, boundaries, internal flux, and overlapping terms
  • Report best-supported ranges and shares without false precision or rankings unsupported by uncertainty
  • Label the residual as unresolved imbalance until discriminating evidence supports a bounded explanation
  • Never assign the residual automatically to septic systems, agriculture, shoreland owners, groundwater, or internal loading

Sources: [1], [2], [7]

10. Publish source confidence and turn uncertainty into a monitoring handoff

Each contribution needs evidence for source, pathway, delivery, magnitude, time, and uncertainty.

Publish the versioned budget, source register, methods, raw-to-derived lineage, limitations, sensitivity, privacy treatment, and responsible authority. Convert the most decision-relevant unknowns into stations, events, records, tracers, surveys, inspections, or model checks that can distinguish competing explanations.

A high-confidence contribution remains a technical planning finding within its scope. Regulatory status, landowner responsibility, project eligibility, authorization, design, implementation, and effectiveness are separate decisions made by responsible authorities.

Bounded source-contribution states
StateEvidence meaningPermitted conclusion
Inventory onlyA plausible source or pathway existsRetain as hypothesis
ScreenedDesktop evidence suggests source and delivery potentialPrioritize verification, not blame
SupportedMultiple applicable lines support a bounded contributionUse range and scope in alternatives analysis
UnresolvedEvidence conflicts, overlaps, or lacks coverageCollect discriminating evidence
Not evaluatedNo adequate investigation existsDo not substitute zero or absence

Sources: [1], [2], [4]

Evidence base

Sources and review notes

Educational watershed nutrient-planning guidance only. This material is not a source-attribution, liability, compliance, impairment, permit, engineering-design, septic-system, agricultural nutrient-management, pesticide-use, public-health, or treatment decision. It does not establish a universal phosphorus target, critical-source cutoff, buffer width, setback, pumping interval, fertilizer rate, storm design, BMP efficiency, load reduction, or expected lake response. Current state, territorial, Tribal, federal, watershed, and local authorities; adopted standards and TMDLs; property and access rights; current NRCS state Field Office Technical Guide materials; product labels; qualified professionals; and site-specific evidence control. LakeTech does not identify responsible parties or authorize work.

  1. Handbook for Developing Watershed Plans to Restore and Protect Our WatersU.S. Environmental Protection Agency · agency guidance
  2. Critical Source Area Identification and BMP Selection: Supplement to Watershed Planning HandbookU.S. Environmental Protection Agency · agency guidance
  3. Pollutant Load Estimation Tool (PLET)U.S. Environmental Protection Agency · reference
  4. Guidance: Monitoring and Evaluating Nonpoint Source Watershed ProjectsU.S. Environmental Protection Agency · agency guidance
  5. Numeric Nutrient Water Quality CriteriaU.S. Environmental Protection Agency · agency guidance
  6. Methods for Computing Water-Quality Loads at USGS National Water Information System SitesU.S. Geological Survey · reference
  7. Everything You Need to Know about SPARROWU.S. Geological Survey · reference
  8. Sources and Solutions: WastewaterU.S. Environmental Protection Agency · agency guidance
  9. Septic System Impacts on Water SourcesU.S. Environmental Protection Agency · agency guidance
  10. Sources and Solutions: StormwaterU.S. Environmental Protection Agency · agency guidance
  11. Nonpoint Source Monitoring: TechNOTESU.S. Environmental Protection Agency · reference