Lake Mixing Calculator

Track lake dilution after rainfall, runoff, or dosing. Compare mixed-layer and whole-lake results instantly today. Export tables, document assumptions, and share clean reports easily.

Calculator

Enter volumes in m³ and concentrations in mg/L.

Total water volume before the event.
Starting concentration in the lake.
Runoff, dosing water, or discharge volume.
Concentration carried by the inflow.
1 = whole-lake mixing, 0.3 = surface-layer mixing.
Optional compliance check against a limit.
First-order loss (biodegradation, hydrolysis).
Time over which decay is applied.
Water leaving the lake (spillway, release).
Water loss without solute loss (approx.).
Mass permanently removed to sediments (optional).
Tip: If you only know the mixed-layer volume, set efficiency = mixed volume ÷ lake volume.

Example Data Table

These scenarios show realistic ranges and computed whole-lake averages.
Scenario V0 (m³) C0 (mg/L) Vin (m³) Cin (mg/L) Eff k t Vout Ve Avg (mg/L)
Rainfall runoff pulse 5000000 2.50 75000 18.00 1.00 0.00 0 0 0 2.7291
Partial surface mixing 1200000 0.80 30000 12.00 0.35 0.02 5 2000 500 0.9696
Treatment dosing event 800000 1.20 1200 450.00 0.60 0.10 2 0 0 1.5328
High outflow week 3500000 6.00 50000 9.00 0.75 0.03 7 90000 2000 4.8992
Evaporation stress 650000 3.30 5000 2.10 0.50 0.00 0 0 8000 3.3315
Use “Load Example” to copy a representative case into the form.

Formula Used

This tool uses a mass balance with an optional first‑order decay term.
1) Mixed volume split
  • Vmixed,0 = Eff × V0
  • Vunmixed,0 = V0 − Vmixed,0
  • Vmixed,pre = Vmixed,0 + Vin
2) Mixed mass balance
  • Mmixed,pre = C0·Vmixed,0 + Cin·Vin − Msed
  • Volumes are converted from m³ to L.
  • Mass units are handled consistently (mg and g).
3) First‑order decay (optional)
  • Mafter = Mbefore · exp(−k·t)
  • k is in 1/day and t is in days.
  • Applied to both mixed and unmixed compartments.
4) Removals and final averages
  • Outflow removes water and solute at the current concentration.
  • Evaporation removes water only (solute conserved).
  • Cavg = Mtotal / Vtotal after updates.
Engineering note: This is a screening model for planning and reporting. Field data and lake stratification can change true mixing outcomes.

How to Use This Calculator

  1. Enter the lake volume and the initial concentration.
  2. Add the inflow volume and its concentration.
  3. Set mixing efficiency based on how much water mixes.
  4. Use decay if the chemical breaks down over time.
  5. Add outflow and evaporation if they occur during the event.
  6. Press Submit to see results above the form.
  7. Download CSV or PDF for reporting and sharing.

Mixing efficiency and stratification

Mixing efficiency represents the fraction of lake volume that actively exchanges with incoming water during an event. A wind‑mixed surface layer may be 0.20–0.50 of total volume in summer, during seasonal changes, while turnover conditions can approach 1.00. If efficiency is 0.35 and the lake is 1,200,000 m³, the mixed compartment starts at 420,000 m³, so inflows shift surface concentrations more than deep water.

Mass balance in practical units

The calculator converts cubic meters to liters to keep concentrations in mg/L. Mixed mass is computed as C0·Vmixed,0 + Cin·Vin, with an optional subtraction for sedimentation removal. For example, with C0 = 0.8 mg/L, Vmixed,0 = 420,000 m³, Vin = 30,000 m³, and Cin = 12 mg/L, the mixed mass before decay is about 4.896×10^11 mg, producing a mixed concentration near 1.09 mg/L.

Decay and settling adjustments

First‑order decay models processes such as biodegradation or hydrolysis. The remaining fraction is exp(−k·t), so k = 0.02 1/day over t = 5 days retains about 0.905 of mass. Sedimentation removal is treated as a direct mass subtraction, useful for particle‑bound contaminants. Combining both adjustments keeps assumptions transparent and allows sensitivity checks by changing k, t, or removed grams.

Flow and evaporation impacts

Outflow is assumed to withdraw from the mixed layer first, removing both water and solute at the current concentration. This can lower total mass and reduce downstream exposure estimates. Evaporation removes only water from the surface layer, concentrating dissolved constituents when other losses are small. If 8,000 m³ evaporates from a 325,000 m³ mixed layer, concentration rises by roughly 2.5% if mass is conserved.

Interpreting results for decisions

Use the mixed‑layer concentration for near‑shore monitoring and short‑term exposure screening, and the whole‑lake average for longer‑term inventory tracking. A dilution factor above 1 indicates net dilution; below 1 indicates enrichment. When a guideline threshold is provided, compare it to the whole‑lake average and the mixed value to see whether exceedances are localized or system‑wide.

FAQs

What does mixing efficiency mean?

It is the fraction of lake water that exchanges with inflow during the event. Use 1.0 for full turnover, or smaller values to represent a mixed surface layer over deeper, stratified water.

Why does evaporation increase concentration?

Evaporation removes water but leaves dissolved mass behind. If no other loss occurs, the same solute mass is distributed in fewer liters, so concentration rises in the mixed layer and slightly in the lake average.

When should I use decay k and duration t?

Use them when the chemical degrades or transforms on the event timescale. Enter k in 1/day and t in days. If you do not know them, set k or t to zero for a conservative, no‑decay estimate.

How is outflow handled in the model?

Outflow is withdrawn from the mixed compartment first, then from unmixed volume if needed. The withdrawn water carries solute at the compartment concentration at that time, reducing remaining mass and influencing the final average.

What does the guideline check compare?

It compares your threshold to the final whole‑lake average concentration. Also review the mixed‑layer value, because localized exceedances can occur even when the average is below the limit.

Which result should I report to stakeholders?

Report both: mixed‑layer concentration for near‑surface sampling and immediate exposure, and whole‑lake average for inventory and longer‑term tracking. Always document assumed efficiency, inflow quality, and any decay or removals.

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