Question

Difficulty: Very hardFormulating and Modifying Hypotheses

A student proposed the following hypothesis:
*Hypothesis*: As the temperature of water increases from 0C0^\circ\text{C} to 10C10^\circ\text{C}, the density of the water will decrease continuously, and this density decrease will be more pronounced in water with higher salinity.

To test this hypothesis, the student measured the density of freshwater (0 ppt0\text{ ppt} salinity) and saline water (10 ppt10\text{ ppt} salinity) at different temperatures. The results are shown in the table below.

Temperature (C^\circ\text{C})Density at 0 ppt0\text{ ppt} salinity (g/cm3\text{g/cm}^3)Density at 10 ppt10\text{ ppt} salinity (g/cm3\text{g/cm}^3)
000.999840.999841.008021.00802
220.999940.999941.008081.00808
440.999970.999971.008061.00806
660.999940.999941.008001.00800
880.999850.999851.007901.00790
10100.999700.999701.007761.00776

Based on these results, how should the student modify the hypothesis regarding the relationship between temperature, salinity, and density?

  1. A
    Retain the hypothesis as proposed, because the density of both water samples at 10C10^\circ\text{C} is lower than their density at 0C0^\circ\text{C}, and the overall decrease in density is greater for the sample with higher salinity.
  2. B
    Modify the hypothesis to state that density decreases continuously for the sample with 0 ppt0\text{ ppt} salinity but first increases and then decreases for the sample with 10 ppt10\text{ ppt} salinity.
  3. Modify the hypothesis to state that as temperature increases from 0C0^\circ\text{C} to 10C10^\circ\text{C}, density first increases and then decreases, and that the temperature at which maximum density occurs is lower for water with higher salinity.Answer
  4. D
    Modify the hypothesis to state that as temperature increases from 0C0^\circ\text{C} to 10C10^\circ\text{C}, density first decreases and then increases, and that the temperature at which minimum density occurs is higher for water with higher salinity.

Answer

Modify the hypothesis to state that as temperature increases from 0C0^\circ\text{C} to 10C10^\circ\text{C}, density first increases and then decreases, and that the temperature at which maximum density occurs is lower for water with higher salinity.
The correct answer states that density first increases and then decreases, and that the temperature of maximum density is lower for water with higher salinity. This is supported by the data because for the 0 ppt0\text{ ppt} sample, the density increases from 0.99984 g/cm30.99984 \text{ g/cm}^3 at 0C0^\circ\text{C} to 0.99997 g/cm30.99997 \text{ g/cm}^3 at 4C4^\circ\text{C} before decreasing. Similarly, for the 10 ppt10\text{ ppt} sample, the density increases from 1.00802 g/cm31.00802 \text{ g/cm}^3 at 0C0^\circ\text{C} to 1.00808 g/cm31.00808 \text{ g/cm}^3 at 2C2^\circ\text{C} before decreasing. Comparing these peak temperatures (2C<4C2^\circ\text{C} < 4^\circ\text{C}) confirms that the temperature of maximum density decreases with higher salinity.

Step-by-Step Solution

1
Examine the density values of both the 0 ppt0\text{ ppt} and 10 ppt10\text{ ppt} salinity samples as temperature increases from 0C0^\circ\text{C} to 10C10^\circ\text{C}.
For both samples, density increases to a peak value (0.99997 g/cm30.99997 \text{ g/cm}^3 at 4C4^\circ\text{C} and 1.00808 g/cm31.00808 \text{ g/cm}^3 at 2C2^\circ\text{C}, respectively) and then decreases as temperature continues to rise to 10C10^\circ\text{C}.
To evaluate whether the proposed hypothesis of a 'continuous decrease' matches the observed trend.
2
Determine the temperature of maximum density for each salinity concentration.
The 0 ppt0\text{ ppt} sample reaches its maximum density at 4C4^\circ\text{C}, whereas the 10 ppt10\text{ ppt} sample reaches its maximum density at 2C2^\circ\text{C}.
To identify the exact points of peak density and check if salinity shifts this temperature.
3
Compare the peak density temperatures between the two salinity groups (0 ppt0\text{ ppt} and 10 ppt10\text{ ppt}).
The peak temperature for the higher salinity sample (2C2^\circ\text{C}) is lower than that of the lower salinity sample (4C4^\circ\text{C}).
To determine how salinity alters the temperature of maximum density.
4
Synthesize these observations to formulate a modified hypothesis.
A modified hypothesis must state that density first increases and then decreases, and that the temperature of maximum density decreases as salinity increases.
To construct a new hypothesis that is fully supported by the experimental data.

Key Concept

Formulating and Modifying Hypotheses
Estimated Time:2m 0s
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