All questions
Question 1
A class compares two long-term data sets from 1880–2020. The CO2 concentration (ppm) rises from about 290 to about 415 over this period, and the global average temperature anomaly (°C, relative to 1951–1980) rises from about −0.2 to about +1.0. The graphs are aligned on the same time axis and both show an overall upward trend, even though temperatures wiggle up and down from decade to decade. Which statement about the relationship between the two data sets is best supported by the evidence (keeping in mind that correlation alone does not prove causation)?
- Because both increase over the same long period, the data support a positive correlation between CO2 and temperature, but they do not prove CO2 is the only cause of warming. (correct answer)
- The temperature trend is mostly flat, so there is no relationship between CO2 and temperature over this time.
- The data prove that rising CO2 is the single cause of every year-to-year temperature change.
- Because temperature varies up and down in some decades, CO2 must be unrelated to long‑term temperature change.
Explanation: Interpreting evidence of greenhouse gases is a core skill in understanding their role in climate change. Scientific data often show trends in greenhouse gas concentrations and global temperatures over long periods of time. Increases in greenhouse gases like CO2 are typically related to rising temperatures because these gases trap heat in the Earth's atmosphere. A useful checking strategy is to compare the timelines of the data sets and examine whether the directions of the trends align over the same periods. One common misconception is that a correlation between greenhouse gas increases and temperature rises proves that the gases are the sole cause, but correlation alone does not establish causation. Drawing from multiple evidence sources, such as historical records and modern measurements, provides a more comprehensive view. This approach strengthens conclusions about the various drivers influencing Earth's climate.
Question 2
A scientist graphs two long-term data sets from 1880–2020 on the same timeline: (1) atmospheric CO2 concentration (ppm) and (2) global average temperature anomaly (°C, compared with a baseline). The CO2 line rises slowly at first and then more steeply after about 1950. The temperature line also rises overall, with some ups and downs, and increases more noticeably after about 1950. The two lines show a similar long-term upward pattern, but correlation alone does not prove causation.
Which statement about the two data sets is best supported by the graph?
- Because CO2 increased, it proves CO2 caused all of the temperature increase.
- Over the long term, CO2 and temperature both increase overall, showing a correlated upward trend without proving cause. (correct answer)
- Temperature decreases overall while CO2 increases, so the two trends are opposite.
- The temperature data alone are enough to conclude what happened to greenhouse gas concentrations.
Explanation: The core skill is interpreting greenhouse gas evidence to understand climate patterns. Data shows trends in greenhouse gas concentrations and global temperatures over time, often spanning decades or centuries. Greenhouse gas and temperature trends relate by frequently showing parallel changes, such as both increasing during the same periods. A checking strategy is to compare timelines and directions of the lines on graphs to identify long-term patterns. A common misconception is that correlation proves causation, but similar trends alone do not confirm one directly causes the other. Generalizing this, multiple evidence sources like ice core data and satellite measurements strengthen conclusions about climate drivers. Together, these sources help distinguish natural variations from human-influenced changes.
Question 3
A student overlays long-term nitrous oxide (N2O) concentration (ppb) and global average temperature anomaly (°C) from 1950–2020. N2O rises steadily across the whole period. Temperature also rises overall but has short-term decreases in a few decades. The student says: “Since the lines both go up, the graph proves N2O caused the warming.” Correlation alone does not prove causation.
Which claim is incorrect because it misinterprets what the data can show?
- The two data sets show similar long‑term upward trends across the same years.
- The graph shows a correlation between increasing N2O and increasing temperature over time.
- The graph proves N2O caused the temperature increase. (correct answer)
- Short‑term temperature dips can occur even when N2O continues to rise.
Explanation: The core skill is interpreting greenhouse gas evidence to understand climate patterns. Data shows trends in greenhouse gas concentrations and global temperatures over time, often spanning decades or centuries. Greenhouse gas and temperature trends relate by frequently showing parallel changes, such as both increasing during the same periods. A checking strategy is to compare timelines and directions of the lines on graphs to identify long-term patterns. A common misconception is that correlation proves causation, but similar trends alone do not confirm one directly causes the other. Generalizing this, multiple evidence sources like ice core data and satellite measurements strengthen conclusions about climate drivers. Together, these sources help distinguish natural variations from human-influenced changes.
Question 4
A class examines two aligned long-term graphs from 1850–2020: atmospheric CO2 (ppm) and global average temperature anomaly (°C). Both show an overall upward trend, with temperature showing more short-term variation. The class agrees that correlation alone does not prove causation.
What additional evidence would most strengthen a conclusion that rising greenhouse gas levels influence long-term temperature?
- Measurements showing similar warming patterns in multiple independent temperature records (for example, ocean and land) during periods of rising CO2. (correct answer)
- A single hot week in one city during a year when CO2 was higher than before.
- Only the CO2 graph, without any temperature data to compare.
- A claim that instruments are wrong, without providing any evidence about measurement problems.
Explanation: The core skill is interpreting greenhouse gas evidence to understand climate patterns. Data shows trends in greenhouse gas concentrations and global temperatures over time, often spanning decades or centuries. Greenhouse gas and temperature trends relate by frequently showing parallel changes, such as both increasing during the same periods. A checking strategy is to compare timelines and directions of the lines on graphs to identify long-term patterns. A common misconception is that correlation proves causation, but similar trends alone do not confirm one directly causes the other. Generalizing this, multiple evidence sources like ice core data and satellite measurements strengthen conclusions about climate drivers. Together, these sources help distinguish natural variations from human-influenced changes.
Question 5
Two aligned line graphs show long-term methane (CH4) concentration (ppb) and global average temperature anomaly (°C) from 1900–2020. CH4 increases slowly until about 1950, then rises quickly. Temperature also rises overall, but with short-term dips and spikes. The trends look correlated, but correlation alone does not prove causation.
Choose the ONE description that is supported by the data.
- CH4 stays flat across the entire time period, so it cannot be related to temperature.
- Because the lines rise together, CH4 must be the only factor affecting temperature.
- Both CH4 and temperature show an overall increase over the same period, suggesting a correlation. (correct answer)
- Temperature rises first and CH4 rises later, so CH4 cannot possibly be connected to temperature.
Explanation: The core skill is interpreting greenhouse gas evidence to understand climate patterns. Data shows trends in greenhouse gas concentrations and global temperatures over time, often spanning decades or centuries. Greenhouse gas and temperature trends relate by frequently showing parallel changes, such as both increasing during the same periods. A checking strategy is to compare timelines and directions of the lines on graphs to identify long-term patterns. A common misconception is that correlation proves causation, but similar trends alone do not confirm one directly causes the other. Generalizing this, multiple evidence sources like ice core data and satellite measurements strengthen conclusions about climate drivers. Together, these sources help distinguish natural variations from human-influenced changes.
Question 6
Two aligned graphs show long-term greenhouse gas concentration and temperature from 1950–2020: CO2 (ppm) rises steadily, and temperature anomaly (°C) rises overall but with some short-term variation. The trends appear correlated, but correlation alone does not prove causation.
How do the trends compare over the long term?
- Both CO2 and temperature show an overall increase from 1950–2020, with temperature varying more from decade to decade. (correct answer)
- CO2 decreases overall while temperature increases overall.
- Temperature is flat overall, so the data show no long‑term change in climate.
- The temperature trend can be determined without looking at the temperature data, because CO2 alone is enough.
Explanation: The core skill is interpreting greenhouse gas evidence to understand climate patterns. Data shows trends in greenhouse gas concentrations and global temperatures over time, often spanning decades or centuries. Greenhouse gas and temperature trends relate by frequently showing parallel changes, such as both increasing during the same periods. A checking strategy is to compare timelines and directions of the lines on graphs to identify long-term patterns. A common misconception is that correlation proves causation, but similar trends alone do not confirm one directly causes the other. Generalizing this, multiple evidence sources like ice core data and satellite measurements strengthen conclusions about climate drivers. Together, these sources help distinguish natural variations from human-influenced changes.
Question 7
A graph shows long-term CO2 concentration (ppm) and global average temperature anomaly (°C) from 1900–2020. CO2 rises from about 295 ppm to over 410 ppm. Temperature anomaly rises from about −0.12°C to about +0.98°C, with some ups and downs. The two lines generally rise over the same decades, but correlation alone does not prove causation.
Choose the ONE unsupported claim about what these data can show.
- The CO2 concentration increased over the 1900–2020 period.
- The temperature anomaly increased overall over the same period, even though it varies from decade to decade.
- The data show CO2 and temperature moved upward over the same long‑term time span, indicating correlation.
- The data prove that human activity is the only cause of the temperature change. (correct answer)
Explanation: The core skill is interpreting greenhouse gas evidence to understand climate patterns. Data shows trends in greenhouse gas concentrations and global temperatures over time, often spanning decades or centuries. Greenhouse gas and temperature trends relate by frequently showing parallel changes, such as both increasing during the same periods. A checking strategy is to compare timelines and directions of the lines on graphs to identify long-term patterns. A common misconception is that correlation proves causation, but similar trends alone do not confirm one directly causes the other. Generalizing this, multiple evidence sources like ice core data and satellite measurements strengthen conclusions about climate drivers. Together, these sources help distinguish natural variations from human-influenced changes.
Question 8
A class compares long-term aligned data from 1750–2020. CO2 stays near ~280 ppm until the 1800s and then rises to ~415 ppm by 2020. Global temperature anomaly stays near ~0.0°C for a long time and then rises to about +1.0°C by 2020, with some short-term variation. Which statement is supported by the data while avoiding overclaiming causation (correlation alone does not prove causation)?
- Because CO2 was nearly constant for many years, temperature could not change during that time.
- The later rise in CO2 and the later rise in temperature occur over roughly the same period, suggesting a relationship worth investigating, but the graph alone cannot prove cause. (correct answer)
- The data show temperature rises first, so CO2 must be unrelated to temperature.
- The data prove the warming is random because the temperature line is not perfectly smooth.
Explanation: Interpreting evidence of greenhouse gases is a core skill in understanding their role in climate change. Scientific data often show trends in greenhouse gas concentrations and global temperatures over long periods of time. Increases in greenhouse gases like CO2 are typically related to rising temperatures because these gases trap heat in the Earth's atmosphere. A useful checking strategy is to compare the timelines of the data sets and examine whether the directions of the trends align over the same periods. One common misconception is that a correlation between greenhouse gas increases and temperature rises proves that the gases are the sole cause, but correlation alone does not establish causation. Drawing from multiple evidence sources, such as historical records and modern measurements, provides a more comprehensive view. This approach strengthens conclusions about the various drivers influencing Earth's climate.
Question 9
The aligned graph shows CO2 (ppm) and global temperature anomaly (°C) from 1880–2020 on the same time axis. CO2 rises steadily, while temperature rises overall but has ups and downs. Which ONE unsupported claim goes beyond what these two data sets alone can show (keep in mind: correlation alone does not prove causation)?
- Both CO2 and temperature show an overall increase across the same long time period.
- The two variables show a positive correlation over the long term in this record.
- Rising CO2 is proven to be the only cause of the temperature increase shown on the graph. (correct answer)
- Temperature does not rise smoothly every year even though CO2 rises steadily.
Explanation: Interpreting evidence of greenhouse gases is a core skill in understanding their role in climate change. Scientific data often show trends in greenhouse gas concentrations and global temperatures over long periods of time. Increases in greenhouse gases like CO2 are typically related to rising temperatures because these gases trap heat in the Earth's atmosphere. A useful checking strategy is to compare the timelines of the data sets and examine whether the directions of the trends align over the same periods. One common misconception is that a correlation between greenhouse gas increases and temperature rises proves that the gases are the sole cause, but correlation alone does not establish causation. Drawing from multiple evidence sources, such as historical records and modern measurements, provides a more comprehensive view. This approach strengthens conclusions about the various drivers influencing Earth's climate.
Question 10
The aligned graph shows CH4 (ppb) and global temperature anomaly (°C) from 1980–2020. Both increase overall, but temperature has short-term dips. Which ONE statement is supported by the data (and does not treat correlation as proof of causation)?
- Because temperature dips in some years while CH4 rises, CH4 and temperature must be completely unrelated.
- The data prove the temperature changes are caused only by natural cycles, not by greenhouse gases.
- Over these decades, CH4 and temperature both trend upward overall, suggesting a positive correlation, but more evidence would be needed to show cause and effect. (correct answer)
- The data show CH4 decreases while temperature increases, suggesting a negative correlation.
Explanation: Interpreting evidence of greenhouse gases is a core skill in understanding their role in climate change. Scientific data often show trends in greenhouse gas concentrations and global temperatures over long periods of time. Increases in greenhouse gases like CO2 are typically related to rising temperatures because these gases trap heat in the Earth's atmosphere. A useful checking strategy is to compare the timelines of the data sets and examine whether the directions of the trends align over the same periods. One common misconception is that a correlation between greenhouse gas increases and temperature rises proves that the gases are the sole cause, but correlation alone does not establish causation. Drawing from multiple evidence sources, such as historical records and modern measurements, provides a more comprehensive view. This approach strengthens conclusions about the various drivers influencing Earth's climate.
Question 11
A graph shows atmospheric CO2 (ppm) and global average temperature anomaly (°C) from 1960–2020 on the same timeline. CO2 rises every decade. Temperature rises overall but has a small drop from 1960 to 1970 before rising again. The two lines generally trend upward together, but correlation alone does not prove causation.
What does the correlation in these long-term data suggest, without proving it?
- Rising CO2 and rising temperature are related in time, so CO2 could be one factor linked to warming, but more evidence is needed to confirm cause. (correct answer)
- Because temperature briefly drops while CO2 rises, there is no possible relationship between them.
- The temperature line alone proves the CO2 concentration increased.
- The graph shows random coincidence, so the upward trends should be ignored.
Explanation: The core skill is interpreting greenhouse gas evidence to understand climate patterns. Data shows trends in greenhouse gas concentrations and global temperatures over time, often spanning decades or centuries. Greenhouse gas and temperature trends relate by frequently showing parallel changes, such as both increasing during the same periods. A checking strategy is to compare timelines and directions of the lines on graphs to identify long-term patterns. A common misconception is that correlation proves causation, but similar trends alone do not confirm one directly causes the other. Generalizing this, multiple evidence sources like ice core data and satellite measurements strengthen conclusions about climate drivers. Together, these sources help distinguish natural variations from human-influenced changes.
Question 12
Aligned long-term records from 1950–2020 show CO2 rising from ~310 ppm to ~415 ppm and temperature anomaly rising from ~−0.05°C to ~+1.0°C. A student says, “Since they rise together, that proves greenhouse gases caused the warming.” What additional evidence would strengthen a conclusion about influence while recognizing that correlation alone does not prove causation?
- Measurements of other possible influences over the same years (such as changes in solar output or volcanic aerosols) to test whether the temperature trend matches CO2 after considering these factors. (correct answer)
- A single year of temperature measurements from one city to confirm the global pattern.
- Only the CO2 data, because temperature data are not needed to make a strong conclusion.
- A statement from a website claiming the relationship is definitely coincidence, without adding new data.
Explanation: Interpreting evidence of greenhouse gases is a core skill in understanding their role in climate change. Scientific data often show trends in greenhouse gas concentrations and global temperatures over long periods of time. Increases in greenhouse gases like CO2 are typically related to rising temperatures because these gases trap heat in the Earth's atmosphere. A useful checking strategy is to compare the timelines of the data sets and examine whether the directions of the trends align over the same periods. One common misconception is that a correlation between greenhouse gas increases and temperature rises proves that the gases are the sole cause, but correlation alone does not establish causation. Drawing from multiple evidence sources, such as historical records and modern measurements, provides a more comprehensive view. This approach strengthens conclusions about the various drivers influencing Earth's climate.
Question 13
A student compares two aligned long-term graphs from 1850–2020: CO2 concentration (ppm) and global temperature anomaly (°C). The student says: “The lines look similar, so the warming is definitely just natural cycles and greenhouse gases have nothing to do with it.” Correlation alone does not prove causation.
Which statement is best supported by the data and avoids overreaching beyond what the graphs show?
- The graphs prove greenhouse gases have no influence because natural cycles must be the only cause.
- The graphs show CO2 and temperature both increased over the long term, which is consistent with a relationship, but the graphs alone cannot identify the cause. (correct answer)
- The graphs show temperature increased, so CO2 must have decreased during the same years.
- The graphs show no pattern at all; both lines are random noise.
Explanation: The core skill is interpreting greenhouse gas evidence to understand climate patterns. Data shows trends in greenhouse gas concentrations and global temperatures over time, often spanning decades or centuries. Greenhouse gas and temperature trends relate by frequently showing parallel changes, such as both increasing during the same periods. A checking strategy is to compare timelines and directions of the lines on graphs to identify long-term patterns. A common misconception is that correlation proves causation, but similar trends alone do not confirm one directly causes the other. Generalizing this, multiple evidence sources like ice core data and satellite measurements strengthen conclusions about climate drivers. Together, these sources help distinguish natural variations from human-influenced changes.
Question 14
Two aligned graphs show long-term CO2 (ppm) and global average temperature anomaly (°C) from 1880–2020. A student focuses on only 1940–1970 and says: “Temperature goes down a little while CO2 goes up, so CO2 cannot be connected to temperature at all.” Correlation alone does not prove causation.
Which statement best evaluates the student’s reasoning using BOTH data sets?
- The student used a short time window; the full record shows both CO2 and temperature increase overall even with some short‑term differences. (correct answer)
- The student is correct because any short‑term mismatch proves there is no relationship.
- The student is correct because the CO2 graph alone is enough to decide what temperature did.
- The student is correct because long‑term climate trends should be judged using only 5–10 years of data.
Explanation: The core skill is interpreting greenhouse gas evidence to understand climate patterns. Data shows trends in greenhouse gas concentrations and global temperatures over time, often spanning decades or centuries. Greenhouse gas and temperature trends relate by frequently showing parallel changes, such as both increasing during the same periods. A checking strategy is to compare timelines and directions of the lines on graphs to identify long-term patterns. A common misconception is that correlation proves causation, but similar trends alone do not confirm one directly causes the other. Generalizing this, multiple evidence sources like ice core data and satellite measurements strengthen conclusions about climate drivers. Together, these sources help distinguish natural variations from human-influenced changes.
Question 15
A student looks only at 1998–2012 on aligned graphs and says: “CO2 rises steadily, but temperature doesn’t rise much during these years, so CO2 can’t be related to temperature.” The full aligned records from 1880–2020 show CO2 increasing overall and temperature increasing overall. Which statement best evaluates the student’s reasoning (remember: correlation alone does not prove causation)?
- The student’s conclusion is weak because it relies on a short time window; the long‑term data show both CO2 and temperature rising overall. (correct answer)
- The student is correct because any relationship must appear clearly in every short time window.
- The student is correct because CO2 rising always makes temperature rise at the exact same rate each year.
- The student is correct because temperature changes can only be caused by natural factors, so greenhouse gas data are irrelevant.
Explanation: Interpreting evidence of greenhouse gases is a core skill in understanding their role in climate change. Scientific data often show trends in greenhouse gas concentrations and global temperatures over long periods of time. Increases in greenhouse gases like CO2 are typically related to rising temperatures because these gases trap heat in the Earth's atmosphere. A useful checking strategy is to compare the timelines of the data sets and examine whether the directions of the trends align over the same periods. One common misconception is that a correlation between greenhouse gas increases and temperature rises proves that the gases are the sole cause, but correlation alone does not establish causation. Drawing from multiple evidence sources, such as historical records and modern measurements, provides a more comprehensive view. This approach strengthens conclusions about the various drivers influencing Earth's climate.
Question 16
A student compares greenhouse gas and temperature graphs but mixes up the time scales. They say: “Because CO2 rises from 1960–2020 and temperature also rises from 1880–2020, they must be directly linked.” In fact, the correct comparison uses the same years for both data sets, and when aligned (1960–2020) both show an overall increase with short-term temperature ups and downs. Which statement best explains what is wrong with the student’s claim (remember: correlation alone does not prove causation)?
- The claim compares different time ranges, so it does not properly test whether CO2 and temperature trends line up over the same years. (correct answer)
- The claim is correct because any two upward trends prove one caused the other.
- The claim is correct because temperature cannot change unless CO2 changes every year in the exact same way.
- The claim is wrong because greenhouse gas measurements are always too inaccurate to compare with temperature.
Explanation: Interpreting evidence of greenhouse gases is a core skill in understanding their role in climate change. Scientific data often show trends in greenhouse gas concentrations and global temperatures over long periods of time. Increases in greenhouse gases like CO2 are typically related to rising temperatures because these gases trap heat in the Earth's atmosphere. A useful checking strategy is to compare the timelines of the data sets and examine whether the directions of the trends align over the same periods. One common misconception is that a correlation between greenhouse gas increases and temperature rises proves that the gases are the sole cause, but correlation alone does not establish causation. Drawing from multiple evidence sources, such as historical records and modern measurements, provides a more comprehensive view. This approach strengthens conclusions about the various drivers influencing Earth's climate.