Question

Difficulty: HardFormulating and Modifying Hypotheses

An environmental chemist studies the capture of carbon dioxide (CO2CO_2) by a newly synthesized metal-organic framework (MOF) at different temperatures. The chemist proposes the following hypothesis:

*Hypothesis*: As the temperature of the system increases, the amount of CO2CO_2 gas adsorbed by the MOF at any given pressure will increase, because the increased kinetic energy of the gas molecules will enhance their interaction with the MOF's pore surface.

The chemist measures the mass of CO2CO_2 adsorbed per gram of MOF (madsm_{ads}, in mg/gmg/g) at three different temperatures across a range of pressures, as shown in the table below:

Pressure (bar)madsm_{ads} at 273 K273\text{ K} (mg/g)madsm_{ads} at 298 K298\text{ K} (mg/g)madsm_{ads} at 323 K323\text{ K} (mg/g)
1.01208550
3.021015095
5.0260190120
7.0290215140
10.0320240160

Based on the experimental results, which of the following describes how the hypothesis should be modified?

  1. A
    The hypothesis should be modified to state that as temperature increases, the amount of CO2CO_2 adsorbed increases only at pressures below 5.0 bar5.0\text{ bar}.
  2. B
    The hypothesis should be retained as originally proposed, because the increase in pressure leads to an increase in madsm_{ads} at all three temperatures tested.
  3. The hypothesis should be modified to state that as temperature increases, the amount of CO2CO_2 adsorbed decreases, indicating that the adsorption process is weakened by higher thermal energy.Answer
  4. D
    The hypothesis should be modified to state that at a pressure of 10.0 bar10.0\text{ bar}, a temperature of 350 K350\text{ K} will result in a madsm_{ads} value greater than 320 mg/g320\text{ mg/g}.

Answer

The hypothesis should be modified to state that as temperature increases, the amount of CO2CO_2 adsorbed decreases, indicating that the adsorption process is weakened by higher thermal energy.
The correct answer states that the hypothesis should be modified to show that adsorption decreases as temperature increases. Comparing the columns at any given pressure (horizontal rows) reveals that madsm_{ads} consistently drops as temperature rises from 273 K273\text{ K} to 323 K323\text{ K}. For instance, at 1.0 bar1.0\text{ bar}, the adsorption goes from 120 mg/g120\text{ mg/g} to 85 mg/g85\text{ mg/g} and then to 50 mg/g50\text{ mg/g}. This inverse relationship directly refutes the chemist's proposal that higher temperatures would increase adsorption, requiring a complete reversal of the hypothesized trend.

Step-by-Step Solution

1
Identify the variable relationships in the hypothesis.
The hypothesis predicts a direct relationship: increasing temperature increases the mass of gas adsorbed (madsm_{ads}) at any constant pressure.
To evaluate the hypothesis, we must first define the expected trend it predicts.
2
Analyze the experimental data for temperature effects at a constant pressure.
At a constant pressure of 5.0 bar5.0\text{ bar}, madsm_{ads} is 260 mg/g260\text{ mg/g} at 273 K273\text{ K}, 190 mg/g190\text{ mg/g} at 298 K298\text{ K}, and 120 mg/g120\text{ mg/g} at 323 K323\text{ K}. This represents an inverse relationship.
Comparing values across a single row isolates the effect of temperature on adsorption while keeping pressure constant.
3
Determine the necessary modification to the hypothesis.
Since the actual trend is opposite to the prediction (adsorption decreases as temperature increases), the hypothesis must be modified to reflect this inverse relationship.
Scientific hypotheses must be updated or discarded when they are contradicted by empirical data.

Key Concept

Formulating and Modifying Hypotheses
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