Classroom/Laboratory Activity: The Impact of Human Activities on the Natural Carbon Cycle

A classroom/laboratory activity to understand the carbon cycle, and to explore how human activities may affect the natural carbon cycle.

Students will run a simulation to explore how an increase in fossil fuel use will affect the natural carbon cycle, and will discuss the possible impacts on flora and fauna.

Use this tool to help your students find answers to:

  1. Which components in the carbon cycle act as carbon sinks?
  2. What are the possible impacts of deforestation on the natural carbon cycle? How might these changes affect the Earth’s climate?

About the Tool

Tool Name The Habitable Planet – Carbon Lab
Discipline Chemistry
Topic(s) in Discipline Carbon Cycle, Biogeochemical Cycles, Environmental Chemistry
Climate Topic Long-term Cycles and Feedback Mechanisms
Type of Tool Laboratory Activity
Grade Level High School
Location  Global
Language English
Translation
Developed by Annenberg Learner
Hosted at Annenberg Learner
Link https://www.learner.org/courses/envsci/interactives/carbon/index.php
Access Online
Computer Skills Intermediate

Classroom/Laboratory Activity: Reconstruction of Paleoclimate by Using Isotopic Composition Data

A classroom/laboratory activity to learn about the isotopes of hydrogen and oxygen, analyze the isotopic composition of ice, and understand how isotopic compositions can be used to recreate past temperatures and climate.

Students will plot graphs to analyze data from the Vostok ice core in Antarctica, learn about the ice age and the gas age, calculate past temperatures using hydrogen isotope data, and discuss the possible impacts of changes in carbon dioxide (CO2) and methane (CH4) concentrations on climate.

Use this tool to help your students find answers to:

  1. How can you use hydrogen isotope data in an ice core to determine temperature?
  2. How can the isotopic composition of air bubbles in ice cores be used to recreate past climate?

About the Tool

Tool Name Lab: Vostok Ice Core
Discipline Chemistry, Earth Sciences
Topic(s) in Discipline Isotopes, Isotopic Ratios, Isotopic Composition in paleoclimate reconstructions, Atomic Number, Atomic Mass
Climate Topic Climate and the Cryosphere, Climate Variability Record
Type of Tool Laboratory Activity
Grade Level Undergraduate
Location Antarctica
Vostok Station
Language English
Translation
Developed by  Stephanie Pfirman, Barnard College
Hosted at Columbia University: The Climate System course taught by Peter Schlosser, Stephanie Pfirman, Mingfang Ting, Jason Smerdon
Link Link
Access Online, Offline
Computer Skills Intermediate

Classroom/Laboratory Activity: Black Carbon and Earth’s Albedo

A laboratory activity to demonstrate the effect of black carbon on surface temperature of the Earth. This activity by Holzer et al. for the NESTA/Windows to the Universe team demonstrates the impact of black carbon on solar radiation absorption, particularly in the poles. 

Students will be introduced to the albedo effect of black carbon. From the experiment, they will also learn how to collect and translate their findings using a simple model. 

Use this tool to help your students find answers to: 

  1. What is the albedo effect of black carbon and how does it affect the surface temperature of Earth?
  2. Discuss how cutting down of black carbon emissions can reduce global surface temperatures.

About the tool

Tool NameChanging Planet: Black Carbon- A Dusty Situation
DisciplineChemistry
Topic(s) in DisciplineCarbon Chemistry, Allotropy, Allotropes of carbon, Black Carbon, Greenhouse Gas
Climate Topic Climate and the Atmosphere, Greenhouse Effect
Type of tool Classroom/Laboratory Activity
Grade LevelHigh School
LocationGlobal
LanguageEnglish 
Translation
Developed byMissy Holzer, Jennifer Bergman, and Roberta Johnson
Hosted atNESTA/Windows to the Universe team Website
LinkLink
AccessOnline
Computer SkillsBasic

Classroom/Laboratory Activity: Black Carbon and Human Health

A classroom activity that discusses the impacts of black carbon emissions on human health. This activity by the Science Education Research Center at Carleton College (SERC Carleton) demonstrates how the burning of fossil fuels and biomass-based fuels results in black carbon emissions, contributes to global warming, and impacts human health in different parts of the world.

Students will be introduced to ‘black carbon’ and understand how it is generated from various household sources in developing countries. They will also be challenged to critically evaluate various health and environmental impacts of household fuels, and to come up with suitable solutions in response to this. 

Use this tool to help your students find answers to: 

  1. Discuss the effect of black carbon on human health?

About the tool

Tool NameEnergy and the Poor- Black Carbon in the Developing Nations
DisciplineChemistry
Topic(s) in DisciplineCarbon Chemistry, Allotropy, Allotropes of carbon, Black Carbon, Greenhouse Gas, Human Health
Climate Topic Climate and the Atmosphere; Greenhouse Effect; Climate and Health
Type of tool Classroom/Laboratory Activity
Grade LevelUndergraduate
LocationGlobal
LanguageEnglish 
Translation
Developed byScience Education Research Center at Carleton College
Hosted atScience Education Research Center at Carleton College Website
Linkhttps://serc.carleton.edu/NAGTWorkshops/energy/activities/32421.html
AccessOnline
Computer SkillsBasic

Classroom/Laboratory Activity: Climate Change, the Cryosphere, and Rising Sea Levels

A classroom/laboratory activity that introduces the relationship between climate and the cryosphere, explains how sea-level rise can be predicted (based on average global temperature change), and triggers a discussion on the potential impacts of sea-level rise.

Differential Calculus using Methane Data

A classroom/laboratory activity for Mathematics teachers to teach about Differential Calculus, specifically, about polynomial differentiation focusing on  Tangent Line Problem and Curve Fitting. This activity contains yearly data of the globally averaged marine surface methane from 1984 to 2019. Methane is a major contributor to greenhouse gas emissions – a potential cause of global warming.

Students will learn the use of scatter plot and curve fitting to derive the polynomial differentiation function. Further this activity will allow students to predict future methane concentrations.

Use this tool to help your students find answers to:

  1. What are polynomial differentiation functions?
  2. Derive a polynomial function using the given methane concentration date.
  3. Calculate future methane concentration using polynomial differentiation.

About the Tool

Tool Name Global Marine Surface CH4
Discipline Mathematics and Statistics
Topic(s) in Discipline Differential Calculus, Polynomial Differentiation, Tangent Line Problem, Scatter Plot, Curve Fitting
Climate Topic Classroom/Laboratory Activity
Type of Tool Video (64 mins)
Grade Level High School, Undergraduate
Location  Global
Language English
Translation
Developed by Thomas J. Pfaff (Ithaca College)
Hosted at Sustainability Math
Link Link
Access Offline
Computer Skills Basic

Classroom/Laboratory Activity: Ocean Chemistry, Ocean Acidification, and Oyster Growth

A classroom/laboratory activity to learn about the pH of ocean water, explore the potential effects of climate change on ocean acidification, and understand the possible impacts of ocean acidification on marine organisms such as oysters.

Students will explore and analyze the relationship between the growth of oyster larvae and the chemistry of ocean water (aragonite saturation state) by plotting graphs for actual data from the Whiskey Creek Hatchery in Oregon, USA.

Use this tool to help your students find answers to:

  1. If ocean water became more acidic, how might it affect oyster populations?
  2. What are the possible impacts of climate change on the chemistry of seawater?

About the Tool

Tool Name Ocean Acidification and Oysters Lab
Discipline Chemistry
Topic(s) in Discipline pH Scale, Acids and Bases, Acidification, Ocean Carbonate Chemistry, Seawater Chemistry, Aragonite Saturation State, Ocean Acidity
Climate Topic Climate and the Hydrosphere
Type of Tool Laboratory Activity
Grade Level High School, Undergraduate
Location North America
USA
Language English
Translation
Developed by Hilary Palevsky, UW Oceanography
Hosted at Program on Climate Change, College of the Environment, University of Washington
Link Link
Access Online, Offline
Computer Skills Intermediate

(Image credit: Program on Climate Change, College of the Environment, University of Washington)

Classroom/ Laboratory Activity: Teaching Differentiating Functions through Solar Energy Data

A classroom/ laboratory activity titled, ‘Country Photovoltaic Energy Production’ from Sustainability Math by Thomas J. Pfaff, Ithaca College, USA, to teach differentiating functions – logistic and exponential, using a hands-on computer-based classroom activity that includes data of photovoltaic (solar) energy production of several countries from 1990 to 2016.

This data is provided in an Excel spreadsheet. The classroom activity also includes a Word document that contains directions on how to use different mathematical methods on the data provided. 

Students will learn how to apply their understanding of logistic and exponential functions and apply the Quotient (or Product) Rule to describe the rates of increase of photovoltaic energy production over time in several countries such as Germany, Italy, and USA, amongst others, in recent times. 

Use this tool to help your students find answers to:

  1. What are differentiating functions?
  2. Distinguish between logarithmic, exponential, and logistic differentiating functions.
  3. How has the rate of global solar energy production changed since 1990?
  4. How do the rates of solar energy production in select countries (from the given datasets) differ from that of the World?
  5. Discuss how the use of photovoltaic energy can be a viable alternative to fossil fuels to combat global warming.

About the Tool

Tool NameCountry Photovoltaic Energy Production
DisciplineMathematics and Statistics
Topic(s) in DisciplineLogarithmic, Exponential, Logistic Differentiating Functions, Quotient or Product Rule
Climate TopicEnergy, Economics and Climate Change; Climate Mitigation and Adaptation
Type of toolClassroom/Laboratory Activity
Grade LevelHigh School, Undergraduate
LocationGlobal
LanguageEnglish
Translation
Developed byThomas J. Pfaff
Hosted atSustainability Math 
Linkhttp://sustainabilitymath.org/calculus-materials/
AccessOnline, Offline
Computer SkillsBasic

Classroom/ Laboratory Activity: Differentiation and Wind Energy

A classroom/ laboratory activity titled, ‘Wind Energy by Selected Countries and World’ from Sustainability Math by Thomas J. Pfaff, Ithaca College, USA, to teach polynomial and logistic differentiation using a hands-on computer-based classroom activity that includes wind energy production data of several countries from 1980 to 2016.

This data is provided in an Excel spreadsheet.The classroom activity also includes a Word document that contains directions on how to use different mathematical methods on the data provided.

Students will learn how to apply their understanding of polynomial and logistic differentiation and apply the Quotient (or Product) Rule to describe the rates of increase of wind energy production over time in countries such as China, Spain, USA, and the World.

Use this tool to help your students find answers to:

  1. What are differentiating functions?
  2. Describe polynomial and logistic differentiation using examples.
  3. How has the rate of global wind energy production changed since 1980?
  4. How do the rates of wind energy production in select countries (from the given datasets) differ from that of the World?
  5. Discuss how the use of wind energy can be a viable alternative to fossil fuels to combat global warming.

About the Tool

Tool NameWind Energy by Selected Countries and World
DisciplineMathematic and Statistics, 
Topic(s) in DisciplinePolynomial and Logistic Differentiation, Quotient or Product Rule
Climate TopicEnergy, Economics and Climate Change; Climate Mitigation and Adaptation; Climate Variability Record
Type of toolClassroom/Laboratory Activity
Grade LevelHigh School, Undergraduate
LocationGlobal
LanguageEnglish
Translation
Developed byThomas J. Pfaff
Hosted atSustainability Math 
Linkhttp://sustainabilitymath.org/calculus-materials/
AccessOnline, Offline
Computer SkillsBasic

Classroom/ Laboratory Activity: World Petroleum Consumption

A classroom/ laboratory activity titled, ‘World Petroleum Consumption’ from Sustainability Math by Thomas J. Pfaff, Ithaca College, USA, to teach integration using a hands-on computer-based classroom activity that includes world petroleum consumption data from 1980 to 2016

This data is provided in an Excel spreadsheet. The classroom activity also includes a Word document that contains directions on how to use different mathematical methods on the data provided.

Students will learn how to apply their understanding of the relationship between a function and its integral and to set up and solve equations with an integral to describe the trend of world petroleum consumption over time. Additionally, they will also be able to answer how this global petroleum consumption is responsible for carbon emissions that have contributed towards post-industrial age global warming.

Use this tool to help your students find answers to:

  1. What is the relationship between a function and its integral?
  2. How has the world petroleum consumption changed since 1980?

About the Tool

Tool NameWorld Petroleum Consumption
DisciplineMathematics and Statistics
Topic(s) in DisciplineIntegration, Integral Function, Function
Climate TopicEnergy, Economics and Climate Change; Climate Mitigation and Adaptation
Type of toolClassroom/Laboratory Activity
Grade LevelHigh School, Undergraduate
LocationGlobal
LanguageEnglish
Translation
Developed byThomas J. Pfaff
Hosted atSustainability Math 
Linkhttp://sustainabilitymath.org/calculus-materials/
AccessOnline, Offline
Computer SkillsBasic

Classroom/Laboratory Activity: Linear Regression using Global Temperatures

A classroom/lab activity for Statistics teachers to teach about Linear Regression. This activity is based on a dataset on average global temperature anomalies from 1850 to 2019. 

Students will learn about introductory linear regression techniques and will learn to make scatter plots of the data provided. This tool will allow the student to understand changes in the average global temperatures since the industrial revolution. 

Use this tool to help your students find answers to:

  1. What is linear regression?
  2. Plot the average global temperature anomalies on a scatter plot.
  3. What are confidence intervals? What are the confidence interval slopes for global temperature at 25, 50, 100 and 150 years before 2019?
  4. How have human activities impacted average global temperatures since the Industrial revolution?

About the Tool

Tool Name Global Temperature Anomalies
Discipline Mathematics and Statistics
Topic(s) in Discipline Linear regression, Scatter Plot, Confidence Intervals
Climate Topic Climate Variability Record
Type of Tool Activity
Grade Level High School, Undergraduate
Location Global
Language English
Translation
Developed by IPCC, Thomas J. Pfaff (Ithaca College)
Hosted at Sustainability Math
Link Link
Access Offline
Computer Skills Basic