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Ratio and Correlation Growth

Environmental Engineering · FE Reference Handbook section

Environmental Engineering
6 formulas
10 exam-style examples
~57 min
All Environmental Engineering lectures

Core formulas for this FE topic

Definitions, applicability, units, assumptions and worked examples for each relation.

Worked exam-style examples

The four ways this section is written on the real exam — thoughts first, then equations, then substitution.

Example 1
Population projection and design water demand — Ratio and Correlation Growth

A city of 157,231 grows at 1.6% per year. Project the population in 26 years by both geometric and arithmetic growth, then compute the average and peak day water demand at 207 L/capita/day.

Given

  • P0=157,231P_{0} = 157,231
  • i=1.6i = 1.6%/yr
  • n=26yrn = 26 yr
  • Percapitause=207L/cap/dPer capita use = 207 L/cap/d

Find

Projected population and design flows

Start with the thinking

  • Geometric growth compounds; arithmetic growth adds a fixed increment and always gives a smaller value over long horizons.
  • Water systems are sized on peak day (and peak hour) flow, never on the average.

Step-by-step solution

  1. Formula (geometric)

    P=P0(1+i)nP = P_{0}(1 + i)ⁿ
  2. Substituting

    P=157231(1+0.016)26=237,561peopleP = 157231(1 + 0.016)^26 = 237,561 people
  3. Formula (arithmetic)

    P=P0(1+in)P = P_{0}(1 + i n)
  4. Substituting

    P=157231(1+0.016×26)=222,639peopleP = 157231(1 + 0.016 \times 26) = 222,639 people
  5. Formula

    Qavg=P×percapitauseQ_avg = P \times per capita use
  6. Substituting

    Qavg=237,561(207)/1000=49,175m3/dQ_avg = 237,561(207)/1000 = 49,175 m^{3}/d
  7. Peak day

    Qpeak=2.7×49,175=132,773m3/dQ_peak = 2.7 \times 49,175 = 132,773 m^{3}/d
Answer:
P=237,561(geometric)vs222,639(arithmetic);Qavg=49,175m3/d,Qpeak=132,773m3/dP = 237,561 (geometric) vs 222,639 (arithmetic); Q_avg = 49,175 m^{3}/d, Q_peak = 132,773 m^{3}/d

Why the other options are there

  • 65,408 (growth increment reported as population)
  • Q sized on the average day only

Reference: FE Reference Handbook — Environmental Engineering → Ratio and Correlation Growth

Example 2
Population projection and design water demand — Ratio and Correlation Growth (2)

A city of 118,315 grows at 1.0% per year. Project the population in 13 years by both geometric and arithmetic growth, then compute the average and peak day water demand at 490 L/capita/day.

Given

  • P0=118,315P_{0} = 118,315
  • i=1.0i = 1.0%/yr
  • n=13yrn = 13 yr
  • Percapitause=490L/cap/dPer capita use = 490 L/cap/d

Find

Projected population and design flows

Start with the thinking

  • Geometric growth compounds; arithmetic growth adds a fixed increment and always gives a smaller value over long horizons.
  • Water systems are sized on peak day (and peak hour) flow, never on the average.

Step-by-step solution

  1. Formula (geometric)

    P=P0(1+i)nP = P_{0}(1 + i)ⁿ
  2. Substituting

    P=118315(1+0.010)13=134,654peopleP = 118315(1 + 0.010)^13 = 134,654 people
  3. Formula (arithmetic)

    P=P0(1+in)P = P_{0}(1 + i n)
  4. Substituting

    P=118315(1+0.010×13)=133,696peopleP = 118315(1 + 0.010 \times 13) = 133,696 people
  5. Formula

    Qavg=P×percapitauseQ_avg = P \times per capita use
  6. Substituting

    Qavg=134,654(490)/1000=65,980m3/dQ_avg = 134,654(490)/1000 = 65,980 m^{3}/d
  7. Peak day

    Qpeak=1.9×65,980=125,362m3/dQ_peak = 1.9 \times 65,980 = 125,362 m^{3}/d
Answer:
P=134,654(geometric)vs133,696(arithmetic);Qavg=65,980m3/d,Qpeak=125,362m3/dP = 134,654 (geometric) vs 133,696 (arithmetic); Q_avg = 65,980 m^{3}/d, Q_peak = 125,362 m^{3}/d

Why the other options are there

  • 15,381 (growth increment reported as population)
  • Q sized on the average day only

Reference: FE Reference Handbook — Environmental Engineering → Ratio and Correlation Growth

Example 3
Population projection and design water demand — Ratio and Correlation Growth (3)

A city of 90,512 grows at 3.0% per year. Project the population in 17 years by both geometric and arithmetic growth, then compute the average and peak day water demand at 495 L/capita/day.

Given

  • P0=90,512P_{0} = 90,512
  • i=3.0i = 3.0%/yr
  • n=17yrn = 17 yr
  • Percapitause=495L/cap/dPer capita use = 495 L/cap/d

Find

Projected population and design flows

Start with the thinking

  • Geometric growth compounds; arithmetic growth adds a fixed increment and always gives a smaller value over long horizons.
  • Water systems are sized on peak day (and peak hour) flow, never on the average.

Step-by-step solution

  1. Formula (geometric)

    P=P0(1+i)nP = P_{0}(1 + i)ⁿ
  2. Substituting

    P=90512(1+0.030)17=149,603peopleP = 90512(1 + 0.030)^17 = 149,603 people
  3. Formula (arithmetic)

    P=P0(1+in)P = P_{0}(1 + i n)
  4. Substituting

    P=90512(1+0.030×17)=136,673peopleP = 90512(1 + 0.030 \times 17) = 136,673 people
  5. Formula

    Qavg=P×percapitauseQ_avg = P \times per capita use
  6. Substituting

    Qavg=149,603(495)/1000=74,053m3/dQ_avg = 149,603(495)/1000 = 74,053 m^{3}/d
  7. Peak day

    Qpeak=2.7×74,053=199,944m3/dQ_peak = 2.7 \times 74,053 = 199,944 m^{3}/d
Answer:
P=149,603(geometric)vs136,673(arithmetic);Qavg=74,053m3/d,Qpeak=199,944m3/dP = 149,603 (geometric) vs 136,673 (arithmetic); Q_avg = 74,053 m^{3}/d, Q_peak = 199,944 m^{3}/d

Why the other options are there

  • 46,161 (growth increment reported as population)
  • Q sized on the average day only

Reference: FE Reference Handbook — Environmental Engineering → Ratio and Correlation Growth

Example 4
Population projection and design water demand — Ratio and Correlation Growth (4)

A city of 42,437 grows at 3.3% per year. Project the population in 13 years by both geometric and arithmetic growth, then compute the average and peak day water demand at 406 L/capita/day.

Given

  • P0=42,437P_{0} = 42,437
  • i=3.3i = 3.3%/yr
  • n=13yrn = 13 yr
  • Percapitause=406L/cap/dPer capita use = 406 L/cap/d

Find

Projected population and design flows

Start with the thinking

  • Geometric growth compounds; arithmetic growth adds a fixed increment and always gives a smaller value over long horizons.
  • Water systems are sized on peak day (and peak hour) flow, never on the average.

Step-by-step solution

  1. Formula (geometric)

    P=P0(1+i)nP = P_{0}(1 + i)ⁿ
  2. Substituting

    P=42437(1+0.033)13=64,722peopleP = 42437(1 + 0.033)^13 = 64,722 people
  3. Formula (arithmetic)

    P=P0(1+in)P = P_{0}(1 + i n)
  4. Substituting

    P=42437(1+0.033×13)=60,642peopleP = 42437(1 + 0.033 \times 13) = 60,642 people
  5. Formula

    Qavg=P×percapitauseQ_avg = P \times per capita use
  6. Substituting

    Qavg=64,722(406)/1000=26,277m3/dQ_avg = 64,722(406)/1000 = 26,277 m^{3}/d
  7. Peak day

    Qpeak=2.6×26,277=68,320m3/dQ_peak = 2.6 \times 26,277 = 68,320 m^{3}/d
Answer:
P=64,722(geometric)vs60,642(arithmetic);Qavg=26,277m3/d,Qpeak=68,320m3/dP = 64,722 (geometric) vs 60,642 (arithmetic); Q_avg = 26,277 m^{3}/d, Q_peak = 68,320 m^{3}/d

Why the other options are there

  • 18,205 (growth increment reported as population)
  • Q sized on the average day only

Reference: FE Reference Handbook — Environmental Engineering → Ratio and Correlation Growth

Example 5
Population projection and design water demand — Ratio and Correlation Growth (5)

A city of 97,528 grows at 1.0% per year. Project the population in 14 years by both geometric and arithmetic growth, then compute the average and peak day water demand at 396 L/capita/day.

Given

  • P0=97,528P_{0} = 97,528
  • i=1.0i = 1.0%/yr
  • n=14yrn = 14 yr
  • Percapitause=396L/cap/dPer capita use = 396 L/cap/d

Find

Projected population and design flows

Start with the thinking

  • Geometric growth compounds; arithmetic growth adds a fixed increment and always gives a smaller value over long horizons.
  • Water systems are sized on peak day (and peak hour) flow, never on the average.

Step-by-step solution

  1. Formula (geometric)

    P=P0(1+i)nP = P_{0}(1 + i)ⁿ
  2. Substituting

    P=97528(1+0.010)14=112,106peopleP = 97528(1 + 0.010)^14 = 112,106 people
  3. Formula (arithmetic)

    P=P0(1+in)P = P_{0}(1 + i n)
  4. Substituting

    P=97528(1+0.010×14)=111,182peopleP = 97528(1 + 0.010 \times 14) = 111,182 people
  5. Formula

    Qavg=P×percapitauseQ_avg = P \times per capita use
  6. Substituting

    Qavg=112,106(396)/1000=44,394m3/dQ_avg = 112,106(396)/1000 = 44,394 m^{3}/d
  7. Peak day

    Qpeak=2.6×44,394=115,424m3/dQ_peak = 2.6 \times 44,394 = 115,424 m^{3}/d
Answer:
P=112,106(geometric)vs111,182(arithmetic);Qavg=44,394m3/d,Qpeak=115,424m3/dP = 112,106 (geometric) vs 111,182 (arithmetic); Q_avg = 44,394 m^{3}/d, Q_peak = 115,424 m^{3}/d

Why the other options are there

  • 13,654 (growth increment reported as population)
  • Q sized on the average day only

Reference: FE Reference Handbook — Environmental Engineering → Ratio and Correlation Growth

Example 6
Population projection and design water demand — Ratio and Correlation Growth (6)

A city of 116,224 grows at 3.0% per year. Project the population in 17 years by both geometric and arithmetic growth, then compute the average and peak day water demand at 215 L/capita/day.

Given

  • P0=116,224P_{0} = 116,224
  • i=3.0i = 3.0%/yr
  • n=17yrn = 17 yr
  • Percapitause=215L/cap/dPer capita use = 215 L/cap/d

Find

Projected population and design flows

Start with the thinking

  • Geometric growth compounds; arithmetic growth adds a fixed increment and always gives a smaller value over long horizons.
  • Water systems are sized on peak day (and peak hour) flow, never on the average.

Step-by-step solution

  1. Formula (geometric)

    P=P0(1+i)nP = P_{0}(1 + i)ⁿ
  2. Substituting

    P=116224(1+0.030)17=192,101peopleP = 116224(1 + 0.030)^17 = 192,101 people
  3. Formula (arithmetic)

    P=P0(1+in)P = P_{0}(1 + i n)
  4. Substituting

    P=116224(1+0.030×17)=175,498peopleP = 116224(1 + 0.030 \times 17) = 175,498 people
  5. Formula

    Qavg=P×percapitauseQ_avg = P \times per capita use
  6. Substituting

    Qavg=192,101(215)/1000=41,302m3/dQ_avg = 192,101(215)/1000 = 41,302 m^{3}/d
  7. Peak day

    Qpeak=2.9×41,302=119,775m3/dQ_peak = 2.9 \times 41,302 = 119,775 m^{3}/d
Answer:
P=192,101(geometric)vs175,498(arithmetic);Qavg=41,302m3/d,Qpeak=119,775m3/dP = 192,101 (geometric) vs 175,498 (arithmetic); Q_avg = 41,302 m^{3}/d, Q_peak = 119,775 m^{3}/d

Why the other options are there

  • 59,274 (growth increment reported as population)
  • Q sized on the average day only

Reference: FE Reference Handbook — Environmental Engineering → Ratio and Correlation Growth

Example 7
Population projection and design water demand — Ratio and Correlation Growth (7)

A city of 71,844 grows at 1.9% per year. Project the population in 23 years by both geometric and arithmetic growth, then compute the average and peak day water demand at 358 L/capita/day.

Given

  • P0=71,844P_{0} = 71,844
  • i=1.9i = 1.9%/yr
  • n=23yrn = 23 yr
  • Percapitause=358L/cap/dPer capita use = 358 L/cap/d

Find

Projected population and design flows

Start with the thinking

  • Geometric growth compounds; arithmetic growth adds a fixed increment and always gives a smaller value over long horizons.
  • Water systems are sized on peak day (and peak hour) flow, never on the average.

Step-by-step solution

  1. Formula (geometric)

    P=P0(1+i)nP = P_{0}(1 + i)ⁿ
  2. Substituting

    P=71844(1+0.019)23=110,764peopleP = 71844(1 + 0.019)^23 = 110,764 people
  3. Formula (arithmetic)

    P=P0(1+in)P = P_{0}(1 + i n)
  4. Substituting

    P=71844(1+0.019×23)=103,240peopleP = 71844(1 + 0.019 \times 23) = 103,240 people
  5. Formula

    Qavg=P×percapitauseQ_avg = P \times per capita use
  6. Substituting

    Qavg=110,764(358)/1000=39,653m3/dQ_avg = 110,764(358)/1000 = 39,653 m^{3}/d
  7. Peak day

    Qpeak=1.9×39,653=75,341m3/dQ_peak = 1.9 \times 39,653 = 75,341 m^{3}/d
Answer:
P=110,764(geometric)vs103,240(arithmetic);Qavg=39,653m3/d,Qpeak=75,341m3/dP = 110,764 (geometric) vs 103,240 (arithmetic); Q_avg = 39,653 m^{3}/d, Q_peak = 75,341 m^{3}/d

Why the other options are there

  • 31,396 (growth increment reported as population)
  • Q sized on the average day only

Reference: FE Reference Handbook — Environmental Engineering → Ratio and Correlation Growth

Example 8
Population projection and design water demand — Ratio and Correlation Growth (8)

A city of 139,969 grows at 3.3% per year. Project the population in 26 years by both geometric and arithmetic growth, then compute the average and peak day water demand at 277 L/capita/day.

Given

  • P0=139,969P_{0} = 139,969
  • i=3.3i = 3.3%/yr
  • n=26yrn = 26 yr
  • Percapitause=277L/cap/dPer capita use = 277 L/cap/d

Find

Projected population and design flows

Start with the thinking

  • Geometric growth compounds; arithmetic growth adds a fixed increment and always gives a smaller value over long horizons.
  • Water systems are sized on peak day (and peak hour) flow, never on the average.

Step-by-step solution

  1. Formula (geometric)

    P=P0(1+i)nP = P_{0}(1 + i)ⁿ
  2. Substituting

    P=139969(1+0.033)26=325,567peopleP = 139969(1 + 0.033)^26 = 325,567 people
  3. Formula (arithmetic)

    P=P0(1+in)P = P_{0}(1 + i n)
  4. Substituting

    P=139969(1+0.033×26)=260,062peopleP = 139969(1 + 0.033 \times 26) = 260,062 people
  5. Formula

    Qavg=P×percapitauseQ_avg = P \times per capita use
  6. Substituting

    Qavg=325,567(277)/1000=90,182m3/dQ_avg = 325,567(277)/1000 = 90,182 m^{3}/d
  7. Peak day

    Qpeak=2.2×90,182=198,400m3/dQ_peak = 2.2 \times 90,182 = 198,400 m^{3}/d
Answer:
P=325,567(geometric)vs260,062(arithmetic);Qavg=90,182m3/d,Qpeak=198,400m3/dP = 325,567 (geometric) vs 260,062 (arithmetic); Q_avg = 90,182 m^{3}/d, Q_peak = 198,400 m^{3}/d

Why the other options are there

  • 120,093 (growth increment reported as population)
  • Q sized on the average day only

Reference: FE Reference Handbook — Environmental Engineering → Ratio and Correlation Growth

Example 9
Population projection and design water demand — Ratio and Correlation Growth (9)

A city of 121,647 grows at 2.0% per year. Project the population in 22 years by both geometric and arithmetic growth, then compute the average and peak day water demand at 388 L/capita/day.

Given

  • P0=121,647P_{0} = 121,647
  • i=2.0i = 2.0%/yr
  • n=22yrn = 22 yr
  • Percapitause=388L/cap/dPer capita use = 388 L/cap/d

Find

Projected population and design flows

Start with the thinking

  • Geometric growth compounds; arithmetic growth adds a fixed increment and always gives a smaller value over long horizons.
  • Water systems are sized on peak day (and peak hour) flow, never on the average.

Step-by-step solution

  1. Formula (geometric)

    P=P0(1+i)nP = P_{0}(1 + i)ⁿ
  2. Substituting

    P=121647(1+0.020)22=188,064peopleP = 121647(1 + 0.020)^22 = 188,064 people
  3. Formula (arithmetic)

    P=P0(1+in)P = P_{0}(1 + i n)
  4. Substituting

    P=121647(1+0.020×22)=175,172peopleP = 121647(1 + 0.020 \times 22) = 175,172 people
  5. Formula

    Qavg=P×percapitauseQ_avg = P \times per capita use
  6. Substituting

    Qavg=188,064(388)/1000=72,969m3/dQ_avg = 188,064(388)/1000 = 72,969 m^{3}/d
  7. Peak day

    Qpeak=2.9×72,969=211,609m3/dQ_peak = 2.9 \times 72,969 = 211,609 m^{3}/d
Answer:
P=188,064(geometric)vs175,172(arithmetic);Qavg=72,969m3/d,Qpeak=211,609m3/dP = 188,064 (geometric) vs 175,172 (arithmetic); Q_avg = 72,969 m^{3}/d, Q_peak = 211,609 m^{3}/d

Why the other options are there

  • 53,525 (growth increment reported as population)
  • Q sized on the average day only

Reference: FE Reference Handbook — Environmental Engineering → Ratio and Correlation Growth

Example 10
Population projection and design water demand — Ratio and Correlation Growth (10)

A city of 154,296 grows at 2.0% per year. Project the population in 13 years by both geometric and arithmetic growth, then compute the average and peak day water demand at 244 L/capita/day.

Given

  • P0=154,296P_{0} = 154,296
  • i=2.0i = 2.0%/yr
  • n=13yrn = 13 yr
  • Percapitause=244L/cap/dPer capita use = 244 L/cap/d

Find

Projected population and design flows

Start with the thinking

  • Geometric growth compounds; arithmetic growth adds a fixed increment and always gives a smaller value over long horizons.
  • Water systems are sized on peak day (and peak hour) flow, never on the average.

Step-by-step solution

  1. Formula (geometric)

    P=P0(1+i)nP = P_{0}(1 + i)ⁿ
  2. Substituting

    P=154296(1+0.020)13=199,598peopleP = 154296(1 + 0.020)^13 = 199,598 people
  3. Formula (arithmetic)

    P=P0(1+in)P = P_{0}(1 + i n)
  4. Substituting

    P=154296(1+0.020×13)=194,413peopleP = 154296(1 + 0.020 \times 13) = 194,413 people
  5. Formula

    Qavg=P×percapitauseQ_avg = P \times per capita use
  6. Substituting

    Qavg=199,598(244)/1000=48,702m3/dQ_avg = 199,598(244)/1000 = 48,702 m^{3}/d
  7. Peak day

    Qpeak=1.9×48,702=92,534m3/dQ_peak = 1.9 \times 48,702 = 92,534 m^{3}/d
Answer:
P=199,598(geometric)vs194,413(arithmetic);Qavg=48,702m3/d,Qpeak=92,534m3/dP = 199,598 (geometric) vs 194,413 (arithmetic); Q_avg = 48,702 m^{3}/d, Q_peak = 92,534 m^{3}/d

Why the other options are there

  • 40,117 (growth increment reported as population)
  • Q sized on the average day only

Reference: FE Reference Handbook — Environmental Engineering → Ratio and Correlation Growth

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