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Analyzing Continuous Data - Climate Variability
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The activity is divided into seven parts, as follows:

Part A: students access an online data set of historic global temperature anomalies and use the webpage to answer questions about the source and presentation of the data.
Part B: students copy the data into an Excel spreadsheet and organize it so that it is easy for them to use and for others to follow.
Part C: students graph their data, explore the use of trend lines, and use a linear regression line to predict future temperatures.
Part D: students access an online data set of historic temperature anomalies within their latitude zone, analyze this data, and compare their results to those from Part C.
Part E: students access an online data set of historic temperatures for their state, analyze this data, and compare their results to those from Parts C and D.
Part F: students choose two original questions related to climate variability and use these or other data sets to address their questions.
Part G: students evaluate the statistical significance of their linear regression lines and interpret their results in the context of climate variability

(Note: this resource was added to OER Commons as part of a batch upload of over 2,200 records. If you notice an issue with the quality of the metadata, please let us know by using the 'report' button and we will flag it for consideration.)

Subject:
Applied Science
Biology
Environmental Science
Life Science
Material Type:
Activity/Lab
Provider:
Science Education Resource Center (SERC) at Carleton College
Provider Set:
Teach the Earth
Author:
Sarah Rubinfeld
Date Added:
09/11/2020
Analyzing datasets in ecology and evolution to teach the nature and process of science
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This quarter-long project forms the basis of a third-year course for majors and nonmajors at the University of Washington, Bothell called Science Methods and Practice. Students use databases to identify novel research questions, and extract data to test their hypotheses. They frame the question with primary literature, address the questions with inferential statistics, and discuss the results with more primary literature. The product is a scientific paper; each step of the process is scaffolded and evaluated. Given time limitations, we avoid devoting time to data collection; instead, we sharpen
students' ability to make sense of a large body of quantitative data, a situation they may rarely have encountered.

We treat statistics with a strictly conceptual, pragmatic, and abbreviated approach; i.e., we ask students to know which basic test to choose to assess a linear relationship vs. a difference between two means. We stress the need for a normal distribution
in order to use these tests, and how to interpret the results; we leave the rest for stats courses, and we do not teach the mathematics. This approach proves beneficial even to those who have already had a statistics course, because it is often the first time
they make decisions about applying statistics to their own research questions.

We incorporate peer review and collaborative work throughout the quarter. We form collaborative groups around the research questions they ask, enabling them to share primary literature they find, and preparing them well to review each other's writing. We encourage them to cite each other's work. They write formal peer reviews of each other's papers, and they submit their final paper with a letter-to-the-editor highlighting how their research has addressed previous feedback.

A major advantage of this course is that an instructor can easily modify it to suit any area of expertise. Students have worked with data about how a snail's morphology changes in response to its environment (Price, 2012), how students understand genetic drift (Price et al. 2014), maximum body size in the fossil record (Payne et al. 2008), range shifts (Ettinger et al. 2011), and urban crop pollination (Waters and Clifford 2014).

(Note: this resource was added to OER Commons as part of a batch upload of over 2,200 records. If you notice an issue with the quality of the metadata, please let us know by using the 'report' button and we will flag it for consideration.)

Subject:
Applied Science
Biology
Environmental Science
Life Science
Material Type:
Activity/Lab
Provider:
Science Education Resource Center (SERC) at Carleton College
Provider Set:
Teach the Earth
Author:
Rebecca Price
Date Added:
06/14/2022
Analyzing the Urban Heat Island Effect
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Educational Use
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This activity covers the causes, effects, and mitigation of urban heat in New York City. Students use data sets, graphs, maps and images to create their own plan for mitigation in their area. Robust satellite images, city data, tables, maps, and graphs are included in the resource for students to explore.

Subject:
Applied Science
Career and Technical Education
Environmental Science
Environmental Studies
Physical Science
Material Type:
Activity/Lab
Provider:
CLEAN: Climate Literacy and Energy Awareness Network
Provider Set:
CLEAN: Climate Literacy and Energy Awareness Network
Author:
City of New York
Date Added:
07/05/2021
Ancient Ice and Our Planet's Future
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This short video describes how the compression of Antarctic snow into ice captures air from past atmospheres. It shows how ice cores are drilled from the Antarctic ice and prepared for shipment and subsequent analysis.

Subject:
Applied Science
Career and Technical Education
Environmental Science
Environmental Studies
Physical Science
Provider:
CLEAN: Climate Literacy and Energy Awareness Network
Provider Set:
CLEAN: Climate Literacy and Energy Awareness Network
Author:
National Science Foundation
WAIS Divide Ice Core Project
Date Added:
09/24/2018
Annual Arctic Sea ice Minimum 1979-2015 with Area Graph
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This series of visualizations show the annual Arctic sea ice minimum from 1979 to 2015. The decrease in Arctic sea ice over time is shown in an animation and a graph plotted simultaneously, but can be parsed so that the change in sea ice area can be shown without the graph.

Subject:
Applied Science
Career and Technical Education
Environmental Science
Environmental Studies
Physical Science
Provider:
CLEAN: Climate Literacy and Energy Awareness Network
Provider Set:
CLEAN: Climate Literacy and Energy Awareness Network
Author:
GSFC/Science Visualization Studio
NASA
Date Added:
09/24/2018
Antarctic Ice Movement: Part I
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Educational Use
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This video segment adapted from NOVA explains why ice sheets move. To find out how fast they move, scientists carve a tunnel through a glacier.

Subject:
Applied Science
Environmental Science
Material Type:
Activity/Lab
Diagram/Illustration
Provider:
PBS LearningMedia
Provider Set:
PBS Learning Media: Multimedia Resources for the Classroom and Professional Development
Author:
National Science Foundation
WGBH Educational Foundation
Date Added:
12/17/2005
Antarctica: A Challenging Work Day
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Educational Use
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What happens when the ground under your feet is ice and it's moving? This video segment adapted from NOVA features some of the dangers faced by scientists conducting research in Antarctica.

Subject:
Applied Science
Environmental Science
Material Type:
Activity/Lab
Diagram/Illustration
Provider:
PBS LearningMedia
Provider Set:
PBS Learning Media: Multimedia Resources for the Classroom and Professional Development
Author:
National Science Foundation
WGBH Educational Foundation
Date Added:
12/17/2005
Antarctica: King of Cold
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CC BY-SA
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This article includes links to expository text for students in grades K-1, 2-3, and 4-5 about the climate differences between the Arctic and Antarctica.

Subject:
Applied Science
Environmental Science
Geoscience
Physical Science
Material Type:
Lesson Plan
Provider:
Ohio State University College of Education and Human Ecology
Provider Set:
Beyond Penguins and Polar Bears: An Online Magazine for K-5 Teachers
Author:
Stephen Whitt
Date Added:
10/17/2014
App EcoGuardiões da Comunidade
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CC BY-NC-ND
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O app EcoGuardiões da Comunidade parte da necessidade de se criar uma ferramenta lúdica e acessível de promoção da Educação Ambiental e de cadeias econômicas de Turismo de Base Comunitária, integrando comunidades e escolas. O aplicativo possibilita o entretenimento educativo com o Quiz Ecológico e Dica EcoGuardiã, reunir informações locais e globais para sensibilização sobre a temática ambiental e sobre roteiros, produtos e atrativos deste turismo voltado ao bem viver, com espaços para avaliação e agendamento de visitas às comunidades periféricas e/ou tradicionais, criar uma Rede de Guardiões Socioambientais para articulações, denúncias ambientais e alimentação do próprio app através do elo entre comunidades e escolas, auxiliando assim no fortalecimento da participação coletiva, identificação e pertencimento com a estes espaços.

Subject:
Applied Science
Environmental Science
Material Type:
Game
Interactive
Author:
Anézia Maria Fonsêca Barbosa
Marcio Eric Figueira dos Santos
Date Added:
06/10/2022
Applied Nuclear Physics
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CC BY-NC-SA
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The topics covered under this course include elements of nuclear physics for engineering students, basic properties of the nucleus and nuclear radiations, quantum mechanical calculations of deuteron bound-state wave function and energy, n-p scattering cross-section, transition probability per unit time and barrier transmission probability. Also explored are binding energy and nuclear stability, interactions of charged particles, neutrons, and gamma rays with matter, radioactive decays, energetics and general cross-section behavior in nuclear reactions.

Subject:
Applied Science
Engineering
Environmental Science
Physical Science
Physics
Material Type:
Full Course
Provider:
MIT
Provider Set:
MIT OpenCourseWare
Author:
Chen, Sow-Hsin
Date Added:
09/01/2003
Applied Nuclear Physics
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CC BY-NC-SA
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This course explores elements of nuclear physics for engineering students. It covers basic properties of the nucleus and nuclear radiations; quantum mechanical calculations of deuteron bound-state wave function and energy; n-p scattering cross section; transition probability per unit time and barrier transmission probability. It also covers binding energy and nuclear stability; interactions of charged particles, neutrons, and gamma rays with matter; radioactive decays; and energetics and general cross section behavior in nuclear reactions.

Subject:
Applied Science
Engineering
Environmental Science
Physical Science
Physics
Material Type:
Full Course
Provider:
MIT
Provider Set:
MIT OpenCourseWare
Author:
Yip, Sidney
Date Added:
09/01/2006
Applied Physical Geography and Natural Disasters
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CC BY-NC-SA
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Word Count: 7198

(Note: This resource's metadata has been created automatically by reformatting and/or combining the information that the author initially provided as part of a bulk import process.)

Subject:
Applied Science
Cultural Geography
Environmental Science
Social Science
Material Type:
Textbook
Date Added:
07/08/2020
Applying Environmental Justice ConceptsÃâ"Contextualized Essay Options
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CC BY-NC-SA
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This is a writing assignment on the topic of environmental justice for a philosophy-oriented "Philosophy and the Environment" course. It provides somewhat realist scenarios for students to demonstrate their understanding of several theories and practices emerging from environmental ethical issues including race, class, gender, indigenous peoples, and international law and economics.

Subject:
Applied Science
Career and Technical Education
English Language Arts
Environmental Science
Environmental Studies
Ethnic Studies
Law
Social Science
Material Type:
Activity/Lab
Provider:
Science Education Resource Center (SERC) at Carleton College
Provider Set:
Teach the Earth
Author:
Paul Jeffries
Date Added:
01/20/2023
Aquarius: Ocean Circulation
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This short video from NASA discusses the role that salinity plays in Earth's climate and ocean circulation, focusing on the observations of the Aquarius satellite.

Subject:
Applied Science
Atmospheric Science
Career and Technical Education
Environmental Science
Environmental Studies
Oceanography
Physical Science
Provider:
CLEAN: Climate Literacy and Energy Awareness Network
Provider Set:
CLEAN: Climate Literacy and Energy Awareness Network
Author:
NASA
Date Added:
08/17/2018
Aquatic Chemistry
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CC BY-NC-SA
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This course details the quantitative treatment of chemical processes in aquatic systems such as lakes, oceans, rivers, estuaries, groundwaters, and wastewaters. It includes a brief review of chemical thermodynamics that is followed by discussion of acid-base, precipitation-dissolution, coordination, and reduction-oxidation reactions. Emphasis is on equilibrium calculations as a tool for understanding the variables that govern the chemical composition of aquatic systems and the fate of inorganic pollutants.
This course is offered through The MIT/WHOI Joint Program. The MIT/WHOI Joint Program is one of the premier marine science graduate programs in the world. It draws on the complementary strengths and approaches of two great institutions: the Massachusetts Institute of Technology (MIT) and the Woods Hole Oceanographic Institution (WHOI).

Subject:
Applied Science
Chemistry
Engineering
Environmental Science
Hydrology
Physical Science
Material Type:
Full Course
Provider:
MIT
Provider Set:
MIT OpenCourseWare
Author:
Moffett, Jim
Seewald, Jeff
Tivey, Meg
Date Added:
09/01/2005
ArcGIS Living Atlas - Indicators of the Planet
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Educational Use
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Living Atlas Indicators of the Planet provide the user with up-to-date data, maps, graphs, charts, animation and other visuals to explore the science of climate and environmental change. 18 indicators from Air Quality to Women in Parliament can be explored.

Subject:
Applied Science
Atmospheric Science
Biology
Career and Technical Education
Ecology
Environmental Science
Environmental Studies
Life Science
Oceanography
Physical Science
Material Type:
Reading
Provider:
CLEAN: Climate Literacy and Energy Awareness Network
Provider Set:
CLEAN: Climate Literacy and Energy Awareness Network
Author:
ArcGIS Living Atlas of the World community and partners
ESRI
Date Added:
07/09/2021
Arctic Climate Curriculum, Activity 1: Exploring the Arctic
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This lesson sequence guides students to learn about the geography and the unique characteristics of the Arctic, including vegetation, and people who live there. Students use Google Earth to explore the Arctic and learn about meteorological observations in the Arctic, including collecting their own data in hands-on experiments. This is the first part of a three-part curriculum about Arctic climate.

Subject:
Applied Science
Career and Technical Education
Environmental Science
Environmental Studies
Physical Science
Material Type:
Activity/Lab
Provider:
CLEAN: Climate Literacy and Energy Awareness Network
Provider Set:
CLEAN: Climate Literacy and Energy Awareness Network
Author:
Anne Gold
CIRES Education and Outreach; University of Colorado Boulder
Karin Kirk
Date Added:
09/24/2018
Arctic Climate Curriculum, Activity 3: Exploring Arctic Climate Data
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Educational Use
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In this activity, students use authentic Arctic climate data to unravel some causes and effects related to the seasonal melting of the snowpack and to further understand albedo.

Subject:
Applied Science
Career and Technical Education
Environmental Science
Environmental Studies
Physical Science
Material Type:
Activity/Lab
Provider:
CLEAN: Climate Literacy and Energy Awareness Network
Provider Set:
CLEAN: Climate Literacy and Energy Awareness Network
Author:
Anne Gold
CIRES Education Outreach; University of Colorado Boulder
Karin Kirk
Date Added:
05/13/2015
Arctic Climate Feedbacks
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This video uses film of the Arctic and Arctic researchers as well as animations to discuss feedbacks in the Arctic climate system related to sea ice, the ocean, and clouds. It explains concepts such as albedo and positive and negative feedbacks. The narrative includes discussion of current research and a summary which explains why understanding feedbacks is important.

Subject:
Applied Science
Career and Technical Education
Environmental Science
Environmental Studies
Oceanography
Physical Science
Provider:
CLEAN: Climate Literacy and Energy Awareness Network
Provider Set:
CLEAN: Climate Literacy and Energy Awareness Network
Author:
CIRES
Polar Bear Project
Date Added:
09/24/2018
Arctic Climate Perspectives
Unrestricted Use
CC BY
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This video, along with a background essay, focuses on impacts of climate change on the lives of Native Alaskans around Barrow, Alaska. Specific changes include the timing of the changes in the formation and breakout of sea ice and the impacts on subsistence living.

Subject:
Applied Science
Career and Technical Education
Environmental Science
Environmental Studies
Physical Science
Provider:
CLEAN: Climate Literacy and Energy Awareness Network
Provider Set:
CLEAN: Climate Literacy and Energy Awareness Network
Author:
U.S. Department of Energy, Office of Science, Atmospheric Radiation Measurement Program and WGBH
Date Added:
06/19/2012