Statistical Methods to Determine Historical Temperature Trends
Statistical Methods to Determine Historical Temperature Trends Teaching Module A classroom/laboratory activity to learn about statistical methods to analyse average annual temperatures of major cities in the world (New York and Sydney) and to determine trends in the data. Students will create histograms to analyse the average annual temperatures; will compare data sets; will learn […]
Statistical Methods to Determine Trends in Hurricane Intensity
Statistical Methods to Determine Trends in Hurricane Intensity Classroom/Laboratory Activity A classroom/laboratory activity to learn about linear slope, trends, confidence intervals, and Student’s t-distribution by calculating trends and uncertainties using hurricane data records over 40 years. Using hurricane-related data for the Atlantic Ocean, students will plot graphs and determine trends by calculating linear slope. They […]
Linear Regression on Arctic Ice Data
Linear Regression on Arctic Ice Data Classroom/Laboratory Activity A classroom/laboratory activity to perform linear regression on climate data from the Arctic. Students will perform linear regression analysis on the average monthly extent of Arctic sea ice (from 1979 to the present) and will compare the residual plots for different months. Use this tool to help […]
Regression Analysis of Global Temperature Data
Regression Analysis of Global Temperature Data Classroom/Laboratory Activity A classroom/laboratory activity to learn about regression analysis of data by using global temperature data over a period of 150 years. Students will plot global mean temperatures, perform regression analysis, and determine global mean temperature anomalies. Use this tool to help your students find answers to: Perform […]
T-tests and Climate Data
T-tests and Climate Data Teaching Module A teaching module by Wendy Van Norden, University of Wisconsin, that makes the use of T-tests to analyse dataset to study seasonal ice cover over Lake Mendota, US, to understand how climate change has impacted ice cover over 160 years. This teaching module will have the following outcomes: Students […]
Linear Regression using Global Temperatures
Linear Regression using Global Temperatures Classroom/Laboratory Activity 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 […]
Modeling Earth’s Carbon
Modeling Earth’s Carbon Model/Simulation A Model/Simulation to learn about the carbon cycle and carbon dioxide projections based on the observed CO2 concentrations from Land, Ocean and Atmospheric reservoirs. The model includes four RCP scenarios based of fossil fuel emissions: activities on the following topics Business as usual Slower Growth Big Reductions Very Aggressive Students can […]
Modelling the Earth’s Zonal Energy Balance
Modelling the Earth’s Zonal Energy Balance Classroom/Laboratory Activity A laboratory activity to create an energy balance model for planet Earth and obtain numerical solutions for the differential equations in the model. Students will write code (using MATLAB or Mathematica) to model the distribution of the Earth’s surface temperature in response to increasing carbon emissions in […]
Daisyworld – A Model to Explore the Gaia Hypothesis
Daisyworld – A Model to Explore the Gaia Hypothesis Model/Simulation A Model/Simulation to explore the Gaia hypothesis and the concepts of albedo and hysteresis through the example of daisies (living organisms) and their interaction with temperature (climatic factor). Students will configure the distribution of black daisies and white daisies, the albedo for each of these […]
World Petroleum Consumption
World Petroleum Consumption Classroom/Laboratory Activity 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 […]