Human Energy Systems is the culminating unit in the Carbon TIME sequence, focusing on global-scale phenomena: climate change and global carbon cycling. We recommend that teachers complete the Systems & Scale, Plants, and Ecosystems units before the Human Energy Systems unit if possible. The foundational knowledge introduced in these units helps prepare students to engage in conversations and activities that require a basic understanding of photosynthesis, cellular respiration, and combustion of fossil fuels (on a cellular or atomic-molecular scale) and apply these concepts to carbon cycling and energy flow (on a global scale). It is through examining the pools and fluxes of carbon at a global scale that students will be able to make connections between energy use, combustion of fossil fuels, carbon emissions, and climate change.

The Carbon TIME instructional model reflects the two phases of the unit. The first phase focuses on helping students to understand, analyze, and explain multiple phenomena associated with climate change (What is happening to the planet?). The second phase focuses on global carbon cycling (What causes changes in CO₂?). In each phase students practice the roles of questioner, investigator, and explainer.

In Lessons 1-3 students question, investigate, and explain four phenomena associated with climate change: Arctic sea ice, global sea levels, global average temperatures, and atmospheric CO₂ concentrations.

Lesson 1: After taking the unit pretest, students begin by expressing their ideas and questions around a single phenomenon: Arctic sea ice. They begin with ideas and questions about a single pair of images, comparing the extent of Arctic sea ice in 1979 and 2016. They then investigate data on Arctic sea ice over multiple years, learning to make graphs that show two patterns: (a) the extent of ice varies unpredictably from one year to the next, and (b) there is a long-term trend toward reduced ice cover.

Lesson 2: Students investigate multiple representations of data about three other phenomena, comparing the representations to look for patterns in the data. They end the lesson with four clear long-term trends:

• The extent of Arctic sea ice is decreasing
• Sea levels are rising
• Global average temperatures are rising
• Global concentrations of CO₂ are rising

Lesson 3:

Students learn about the Greenhouse effect and use it to explain the connections among the long-term trends: Increasing CO₂ levels are causing increases in global temperatures; the increasing temperatures are causing sea level to rise and ice to melt. Thus, atmospheric CO₂ is the driver—the factor that causes change in the other variables.

In the second half of the unit students investigate and explain “what drives the driver”—what is causing changes in atmospheric CO₂ levels.

Lesson 4: Students begin by sharing questions and hypotheses and make predictions about how reducing fossil fuel use will affect atmospheric CO₂ using the Big Ideas Probe. Students figure out how to answer the driving question by tracing carbon-containing molecules through a series of movements and chemical changes as they travel through different matter pools in Earth systems. At each stage in these processes they answer Four Questions about what is happening: The Carbon Pools Question, the Carbon Cycling Question, the Energy Flow Question, and the Stability and Change Question.

Note that, in Carbon TIME, NGSS
crosscutting concepts serve as the “rules of grammar” for producing a scientific performance. With respect to bread molding, high quality explanations should attend to the following rules that are implied by crosscutting concepts. Explanations should attend to:

• Scale by explaining events and phenomena at the appropriate scale (see more in the structure and function bullets below).
• Systems and system models and energy and matter by following rules for tracing matter and energy through systems and system models. For example, neither energy nor matter should be created or destroyed as it moves into, through, or out of a system.
• Structure and function by linking structures and functions in explanations at each scale.
  • Global scale (tracing fluxes of carbon and energy through different global carbon pools)
  • Macroscopic scale (tracing matter and energy through processes occurring inside plants, animals, and decomposers)
  • Atomic-molecular scale (tracing matter and energy through chemical processes—digestion, cellular respiration, and biosynthesis—involving molecules with different structures and properties)

In particular, students should learn to answer the Four Questions in three important contexts:

1. At the macroscopic scale, they relate our economic activities and lifestyle choices to carbon-transforming processes, especially combustion of fossil fuels. Students should understand both activities that directly use fossil fuels (such as driving a car) and activities that indirectly use fossil fuels (such as using electrical appliances or buying products that require fossil fuels for manufacture and transportation).
2. Relating local systems, actions, and choices to global effects and outcomes, particularly increasing concentrations of carbon dioxide in the atmosphere.
3. Relating changes in global carbon pools (the atmosphere, biomass, soil organic carbon, and organic carbon in fossil fuels) to the balance of fluxes of carbon between these pools.

Students use three different kinds of pool-and-flux models to explain both the annual cycle and the long-term trend in CO2 concentrations:

• The Tiny World Game (Activity 4.3) is a hands-on activity in which students move counters to investigate the effect of different balances among photosynthesis, cellular respiration, and combustion fluxes on atmospheric, environmental organic carbon, and fossil fuel pools.
• The Global Carbon Model (Activity 4.4) is an online model that students can manipulate to predict how different changes in carbon fluxes will affect carbon pools.



• The Global Carbon Cycling Diagram (Optional Activity 4.5) adds the oceans as another carbon pool. Students make predictions that include carbon fluxes into and out of the oceans using the diagram.

Lesson 5: Students learn from Lesson 4 that combustion of fossil fuels is the unbalanced flux that drives the continuing increase in atmospheric CO₂ concentrations (and therefore climate change). In Lesson 5 they explore how human activities, including their own lifestyles, depend on combustion of fossil fuels—often in hidden ways. Students investigate how lifestyles associated with different countries (United States, France, China, and Ethiopia) lead to vastly different rates of fossil fuel combustion. They also examine how their own everyday activities (e.g., buying a pizza, washing dishes) use energy from fossil fuels and changes that could reduce carbon emissions.

Lesson 6: The unit concludes with a series of activities in which students make projections of how different scenarios will affect global temperatures as atmospheric CO₂ concentrations. They use a computer to make projections, then discuss different scenarios for Earth’s future, and how those scenarios will affect their lives.

A note on media literacy. This unit makes extensive use of data and models from authoritative sources. Its contents are not scientifically controversial and are consistent with the Next Generation Science Standards. The data and models in this unit are complex, but critically important. The unit has many scaffolds, including the Questions, Connections, Questions Student Reading Strategy, to scaffold students’ understanding.

Some students might respond to the material presented in this unit by offering conflicting claims they have heard about climate change from their families, friends, or the media. Footnotes are included throughout the Teacher’s Guide to help you respond to these claims using with the evidence the scientific community looks to interpret these conflicting claims. Although scientists view climate change as a matter of scientific evidence and not one of morals and values, the students may feel that their core values and viewpoints are being threatened, which could in turn cause them to disengage. The footnotes included in this unit are intended to provide additional perspectives you might use to help your students interpret the claims they are making in light of the available evidence for anthropogenic climate change.

While we want to encourage students to ask questions and engage in dialogue about the conflicting claims about climate change, we also want to encourage these conversations to be constrained by accurate scientific evidence. Look for footnotes throughout the Teacher’s Guide-- these are designed to help you navigate these conversations if they arise.

How much detail? There are more complicated and more scientifically accurate ways of talking about chemical bonds and about changes in energy; we discuss some of those in detail in our educator resource: Carbon TIME Content Simplifications. But our learning progression research has shown that there is an important tradeoff here—many students get lost in the details and never learn a basic coherent story that answers the driving question. The Next Generation Science Standards take a clear position on this tradeoff; a coherent story based on principles such as matter and energy conservation are more important than the details. Consult the Unit Sequence tab and the sections on Extending the Learning at the end of each Activity page to decide how much detail is appropriate for your students.

Observations and patterns: trends in global climate data.

Students investigate multiple representations of data about four global phenomena, comparing the representations to look for patterns in the data. They end the Lesson 2 with four clear long-term trends:

• The extent of Arctic sea ice is decreasing
• Sea levels are rising
• Global average temperatures are rising
• Global concentrations of CO₂ are rising

Models: The Greenhouse Effect and CO₂ as the driver. Students learn to use the Greenhouse effect to explain the connections among the long-term trends: Increasing CO₂ levels are causing increases in global temperatures; the increasing temperatures are causing sea level to rise and ice to melt. Thus, atmospheric CO₂ is the driver—the factor that causes change in the other variables.

Observations and patterns: Students use visualizations and graphs to investigate changes in atmospheric CO₂ concentrations. Key patterns include:

• The annual cycle: CO₂ concentrations in the northern hemisphere decline every summer and rise every winter.
• The long-term trend: Global CO₂ concentrations have increased from about 310 to 400 ppm since the late 1950s.

Models (and Explanations): Students explain carbon cycling and energy flow between carbon pools by connecting global, macroscopic, and atomic-molecular scales, and answering the Four Questions:

• Carbon Pools: carbon atoms are found in CO₂, living organisms, soil organic carbon, oceans, and fossil fuels
• Carbon Fluxes: Changes in photosynthesis drive the annual cycle; combustion of fossil fuels drives the long-term trend.
• Energy Flow: CO₂ and other greenhouse gases cause climate change.
• Stability and Change: The photosynthesis and cellular respiration fluxes are large, but balanced. So, the smaller but unbalanced flux from combustion of fossil fuels is steadily increasing the size of the atmospheric CO₂

Another way to familiarize yourself with the sequence of lessons in the Human Energy Systems Unit is with the Unit Storyline Chart depicted below. The Unit Storyline Chart summarizes a unit phenomenon-based driving question associated with each lesson, what classes will do in each lesson to address the question, what conclusions they will come to, and how they will transition to a subsequent lesson.

Download Unit IM and Storyline Chart

Activity 1.1

• 1.1 Human Energy Systems Unit Pretest (1 per student or online)
• 1.1 Assessing the Human Energy Systems Unit Pretest

Activity 1.2

• 1.2 Expressing Ideas and Questions about Arctic Sea Ice PPT
• 1.2 Expressing Ideas and Questions Tool for Arctic Sea Ice
• 1.2 Assessing the Expressing Ideas and Questions Tool for Arctic Sea Ice
• 1.2 Human Energy Systems Storyline Reading: Learning from the Work of an Atmospheric Chemist (1 per student)

Activity 1.3

• 1.3 Graphing Arctic Sea Ice PPT
• 1.3 Graphing Arctic Sea Ice Worksheet
• 1.3 Grading the Graphing Arctic Sea Ice Worksheet
• Website to retrieve data: http://nsidc.org/data/seaice_index/archives/image_select

Activity 1.4

• 1.4 Drawing a Trend Line PPT
• 1.4 Drawing a Trend Line Worksheet
• 1.4 Grading the Drawing a Trend Line Worksheet

Activity 1.5

• 1.5 Finding a Trend in Arctic Sea Ice PPT
• 1.5 Finding a Trend in Arctic Sea Ice Worksheet
• 1.5 Grading the Finding a Trend in Arctic Sea Ice Worksheet
• Arctic Sea Ice Video: https://www.youtube.com/watch?v=FDRnH48LvhQ

Activity 2.1

• 2.1 Considerations for Large Scale Data PPT
• Arctic Sea Ice Video: https://www.youtube.com/watch?v=c6jX9URzZWg
• 2.1 Finding Patterns Tool for Earth Systems
• 2.1 Assessing the Finding Patterns Tool for Earth Systems
• Jigsaw Cards

Activity 2.2

• 2.2 Expert Group A Worksheet (1 per student in Group A)
• 2.2 Expert Group B Worksheet (1 per student in Group B)
• 2.2 Expert Group C Worksheet (1 per student in Group C)
• 2.2 Expert Group D Worksheet (1 per student in Group D)
• 2.2 Assessing Expert Group A Worksheet (1 per class)
• 2.2 Assessing Expert Group B Worksheet (1 per class)
• 2.2 Assessing Expert Group C Worksheet (1 per class)
• 2.2 Assessing Expert Group D Worksheet (1 per class)

Activity 2.3

• 2.3 Home Groups: Share Expertise PPT

Activity 2.4

• 2.4 Evidence-Based Arguments for Patterns in Earth Systems PPT

Activity 3.1

• 3.1 Millions of Flasks of Air Reading (1 per student)
• (Optional) “Climate Change is Clear Atop Mauna Loa” a 12-minute radio story about climate change: http://www.npr.org/templates/story/story.php?storyId=9885767

Activity 3.2

• 3.2 The Greenhouse Effect Reading
• 3.2 The Greenhouse Effect Simulation Worksheet
• 3.2 Grading The Greenhouse Effect Simulation Worksheet
• Greenhouse Effect PhET simulation: https://phet.colorado.edu/en/simulation/greenhouse
• Optional data (“Global Warming's Six Americas”) of attitudes toward climate change: https://www.americanprogress.org/issues/green/reports/2009/05/19/6042/global-warmings-six-americas/

Activity 3.3

• 3.3 Explaining Relationships Between Earth Systems Worksheet
• 3.3 Grading the Explaining Relationships Between Earth Systems Worksheet

Activity 4.1

• 4.1 Questions for this Lesson PPT
• (Extending the learning) New York Times Keeling article: https://nyti.ms/2jCmhVE
• (Optional) Pumphandle Video (discussed in Background Information for this lesson)

Activity 4.2

• 4.2 Carbon Pools and Fossil Fuels PPT
• 4.2 Carbon Pools and Fossil Fuels Reading (1 per student)
• Time-lapse history of CO₂ Emissions: https://www.youtube.com/watch?v=SAhZ1fA1AJs

Activity 4.3

• 4.3 Tiny World Modeling PPT
• 4.3 Tiny World Pool and Flux Placemat (1 per pair of students)
• 4.3 Tiny World Modeling Worksheet (1 per student)
• 4.3 Grading the Tiny World Modeling Worksheet (1 per class)

Activity 4.4

• Global Computer Model
• 4.4 Global Computer Model PPT
• 4.4 Global Computer Model Reading (1 per student)
• 4.4 Global Computer Model Worksheet (1 per student)
• 4.4 Grading Global Computer Model Worksheet

Activity 4.5

• 4.5 Seasons & Oceans PPT
• 4.5 Seasons and Oceans Worksheet (1 per student)
• 4.5 Grading the Seasons and Oceans Worksheet

Activity 5.1

• 5.1 Lifestyle Cards (1-2 sets per class)
• 5.1 Extreme Makeover: Lifestyle Edition Worksheet (1 per student)
• 5.1 Secrets Revealed! Worksheet (1 per student)
• 5.1 Extreme Makeover: Lifestyle Edition PPT

Activity 5.2

• 5.2 Carbon Emissions Jigsaw PPT
• 5.2 Group A Electricity Handout (1 per student in Group A)
• 5.2 Group A Electricity Worksheet (1 per student in Group A)
• 5.2 Group B Transportation Handout (1 per student in Group B)
• 5.2 Group B Transportation Worksheet (1 per student in Group B)
• 5.2 Group C Buildings Handout (1 per student in Group C)
• 5.2 Group C Buildings Worksheet (1 per student in Group C)
• 5.2 Group D Food Handout (1 per student in Group D)
• 5.2 Group D Food Worksheet (1 per student in Group D)

Activity 5.3

• 5.3 Energy Scenarios Cards (1 per class)
• 5.3 Energy Scenarios Placemat (1 per student)
• 5.3 Energy Scenarios PPT
• Large Scale Four Questions Handout

Activity 5.4

• 5.4 Strategy Cards
• 5.4 Strategies for Lowering Carbon Emissions PPT

Activity 6.1

• 6.1 Using Models to Predict Future Conditions Worksheet (1 per student)
• 6.1 Grading Using Models to Predict Future Conditions Worksheet

Activity 6.2

• 6.2 How Our Decisions Affect the Earth’s Future PPT

Activity 6.3

• 6.3 Grading the Human Energy Systems Unit Posttest
• 6.3 Human Energy Systems Unit Posttest

Activity 1.1

Activity 1.2

• Questions, Connections, Questions Student Reading Strategy

Activity 1.3

Activity 1.4

Activity 1.5

• Learning Tracking Tool for Human Energy Systems (1 per student)
• Assessing the Learning Tracking Tool for Human Energy Systems

Activity 2.1

Activity 2.2

Activity 2.3

Activity 2.4

• Learning Tracking Tool for Human Energy Systems (1 per student)
• Assessing the Learning Tracking Tool for Human Energy Systems

Activity 3.1

• Questions, Connections, Questions Student Reading Strategy

Activity 3.2

• Questions, Connections, Questions Student Reading Strategy

Activity 3.3

• Learning Tracking Tool for Human Energy Systems (1 per student)
• Assessing the Learning Tracking Tool for Human Energy Systems

Activity 4.1

• Learning Tracking Tool for Human Energy Systems (1 per student)
• Assessing the Learning Tracking Tool for Human Energy Systems
• Four Questions Poster and/or Handout
• (Optional) Big Idea Probe: What Would Happen if We Cut Fossil Fuel Use in Half (1 per student)
• (Optional) Assessing the Big Idea Probe: What Would Happen if We Cut Fossil Fuel Use in Half

Activity 4.2

• Learning Tracking Tool for Human Energy Systems (1 per student)
• Assessing the Learning Tracking Tool for Human Energy Systems
• Four Questions Poster and/or Handout
• Questions, Connections, Questions Student Reading Strategy

Activity 4.3

• Learning Tracking Tool for Human Energy Systems (1 per student)
• Assessing the Learning Tracking Tool for Human Energy Systems

Activity 4.4

• Learning Tracking Tool for Human Energy Systems (1 per student)
• Assessing the Learning Tracking Tool for Human Energy Systems
• Questions, Connections, Questions Student Reading Strategy
• (Optional) Big Idea Probe: What Would Happen if We Cut Fossil Fuel Use in Half (1 per student)
• (Optional) Assessing the Big Idea Probe: What Would Happen if We Cut Fossil Fuel Use in Half

Activity 4.5

• Learning Tracking Tool for Human Energy Systems (1 per student)
• Assessing the Learning Tracking Tool for Human Energy Systems
• (Optional) Big Idea Probe: What Would Happen if We Cut Fossil Fuel Use in Half (1 per student)
• (Optional) Assessing the Big Idea Probe: What Would Happen if We Cut Fossil Fuel Use in Half

Activity 5.1

Activity 5.2

• Jigsaw Cards
• Four Questions Large Scale Handout

Activity 5.3

Activity 5.4

• Learning Tracking Tool for Human Energy Systems (1 per student)
• Assessing the Learning Tracking Tool for Human Energy Systems

Activity 6.1

Activity 6.2

• (Optional) Big Idea Probe: What Would Happen if We Cut Fossil Fuel Use in Half? (1 per student)
• (Optional) Assessing the Big Idea Probe: What Would Happen if We Cut Fossil Fuel Use in Half
• Learning Tracking Tool for Human Energy Systems (1 per student)
• Assessing the Learning Tracking Tool for Human Energy Systems

Activity 6.3