Question

Difficulty: Very hardSet Theory Concepts and Venn Diagrams

An environmental protection agency audited 240240 coastal wetland sites to evaluate contamination by three specific pollutants: Microplastics (MM), Heavy metals (HH), and Agricultural runoff (AA). The audit revealed the following findings:

- Exactly 3030 of the audited wetlands showed no contamination from any of the three pollutants.
- The total number of wetlands containing Microplastics, Heavy metals, and Agricultural runoff were 130130, 110110, and 100100, respectively.
- The number of wetlands containing Microplastics and Heavy metals but NOT Agricultural runoff was 2525.
- The number of wetlands containing Heavy metals and Agricultural runoff but NOT Microplastics was 3535.
- The number of wetlands containing Microplastics and Agricultural runoff but NOT Heavy metals was 2020.

Based on the audit data, which of the following statements must be true? Select all such statements.

  1. Exactly 2525 wetlands contain all three pollutants.Answer
  2. The number of wetlands containing only Microplastics is 6060.Answer
  3. C
    The total number of wetlands containing exactly one pollutant is 8585.
  4. D
    The percentage of all surveyed wetlands that contain at least two pollutants is 50%50\%.
  5. The ratio of wetlands containing only Heavy metals to wetlands containing only Agricultural runoff is 55 to 44.Answer

Answer

The statements confirming that exactly 25 wetlands contain all three pollutants, that 60 wetlands contain only Microplastics, and that the ratio of wetlands containing only Heavy metals to only Agricultural runoff is 5 to 4 are all correct.
The correct options are those stating that 25 wetlands contain all three pollutants, that 60 wetlands contain only Microplastics, and that the ratio of Heavy metals only to Agricultural runoff only is 5 to 4. Each of these follows directly from setting up the inclusion-exclusion equation for three sets and determining all eight mutually exclusive regions of the Venn diagram.

Step-by-Step Solution

1
Determine the number of wetlands containing at least one pollutant.
Total in union MHA=24030=210|M \cup H \cup A| = 240 - 30 = 210.
The total audited set is 240, and 30 sites have no pollutants.
2
Apply the Principle of Inclusion-Exclusion for three sets.
MHA=M+H+A(MH+HA+AM)+MHA|M \cup H \cup A| = |M| + |H| + |A| - (|M \cap H| + |H \cap A| + |A \cap M|) + |M \cap H \cap A|, which simplifies to 210=130+110+100S2+x    S2x=130210 = 130 + 110 + 100 - S_2 + x \implies S_2 - x = 130, where S2S_2 is the sum of pairwise intersections and xx is the triple intersection.
This relates the total union to the individual set sizes and intersection regions.
3
Express S2S_2 in terms of the given 'exactly two' regions and solve for xx.
The number of wetlands with exactly two pollutants is 25+35+20=8025 + 35 + 20 = 80. Since S23x=80S_2 - 3x = 80, substituting S2=130+xS_2 = 130 + x gives (130+x)3x=80    2x=50    x=25(130 + x) - 3x = 80 \implies 2x = 50 \implies x = 25.
The sum of pairwise overlaps counts the triple intersection three times, so subtracting 3x3x yields the 'exactly two' region.
4
Calculate single-category region sizes.
Microplastics only = 130(25+20+25)=60130 - (25 + 20 + 25) = 60; Heavy metals only = 110(25+35+25)=25110 - (25 + 35 + 25) = 25; Agricultural runoff only = 100(20+35+25)=20100 - (20 + 35 + 25) = 20. Total single-category = 60+25+20=10560 + 25 + 20 = 105.
Subtracting all dual and triple overlap counts from each set total isolates the exclusive membership.
5
Verify each choice statement against the calculated region counts.
Triple intersection is 25 (True). Microplastics only is 60 (True). Exactly one pollutant total is 105, not 85 (False). Percentage of total sample with at least two pollutants is 105/240=43.75%105 / 240 = 43.75\%, not 50%50\% (False). Ratio of Heavy metals only to Agricultural runoff only is 25:20=5:425:20 = 5:4 (True).
Validates exact values against option assertions.

Key Concept

Three-set Principle of Inclusion-Exclusion and Venn diagram region decomposition
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