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Ten Simple Rules for the Care and Feeding of Scientific Data
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CC BY
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This article offers a short guide to the steps scientists can take to ensure that their data and associated analyses continue to be of value and to be recognized. In just the past few years, hundreds of scholarly papers and reports have been written on questions of data sharing, data provenance, research reproducibility, licensing, attribution, privacy, and more—but our goal here is not to review that literature. Instead, we present a short guide intended for researchers who want to know why it is important to “care for and feed” data, with some practical advice on how to do that. The final section at the close of this work (Links to Useful Resources) offers links to the types of services referred to throughout the text.

Subject:
Applied Science
Life Science
Physical Science
Social Science
Material Type:
Reading
Author:
Alberto Pepe
Aleksandra Slavkovic
Alexander W. Blocker
Alyssa Goodman
Aneta Siemiginowska
Ashish Mahabal
Christine L. Borgman
David W. Hogg
Kyle Cranmer
Margaret Hedstrom
Merce Crosas
Paul Groth
Rosanne Di Stefano
Vinay Kashyap
Yolanda Gil
Date Added:
04/24/2014
Test and Treat Before You Drink
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Educational Use
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Students learn about water quality testing and basic water treatment processes and technology options. Biological, physical and chemical treatment processes are addressed, as well as physical and biological water quality testing, including testing for bacteria such as E. coli.

Subject:
Biology
Chemistry
Life Science
Physical Science
Material Type:
Lesson
Provider:
TeachEngineering
Provider Set:
TeachEngineering
Author:
Christie Chatterley
Denise W. Carlson
Janet Yowell
Kate Beggs
Malinda Schaefer Zarske
Date Added:
02/17/2017
Thar She Blows!
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Educational Use
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Students learn about wind as a source of renewable energy and explore the advantages and disadvantages wind turbines and wind farms. They also learn about the effectiveness of wind turbines in varying weather conditions and how engineers work to create wind power that is cheaper, more reliable and safer for wildlife.

Subject:
Applied Science
Engineering
Environmental Science
Material Type:
Activity/Lab
Lesson Plan
Provider:
TeachEngineering
Provider Set:
TeachEngineering
Author:
Denise W. Carlson
Malinda Schaefer Zarske
Natalie Mach
Sabre Duren
Xochitl Zamora-Thompson
Date Added:
09/18/2014
Thermodynamics of Materials
Conditional Remix & Share Permitted
CC BY-NC-SA
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Treatment of the laws of thermodynamics and their applications to equilibrium and the properties of materials. Provides a foundation to treat general phenomena in materials science and engineering, including chemical reactions, magnetism, polarizability, and elasticity. Develops relations pertaining to multiphase equilibria as determined by a treatment of solution thermodynamics. Develops graphical constructions that are essential for the interpretation of phase diagrams. Treatment includes electrochemical equilibria and surface thermodynamics. Introduces aspects of statistical thermodynamics as they relate to macroscopic equilibrium phenomena.

Subject:
Applied Science
Engineering
Physical Science
Physics
Material Type:
Full Course
Provider Set:
MIT OpenCourseWare
Author:
Carter, W.
Date Added:
09/01/2002
Time for Design
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Educational Use
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Students are introduced to the engineering design process, focusing on the concept of brainstorming design alternatives. They learn that engineering is about designing creative ways to improve existing artifacts, technologies or processes, or developing new inventions that benefit society. Students come to realize that they can be engineers and use the design process themselves to create tomorrow's innovations.

Subject:
Applied Science
Engineering
Material Type:
Activity/Lab
Lesson Plan
Provider:
TeachEngineering
Provider Set:
TeachEngineering
Author:
Denise W. Carlson
Jackie Sullivan
Malinda Schaefer Zarske
Megan Podlogar
Date Added:
09/18/2014
Tippy Tap Plus Piping
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Educational Use
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The Tippy Tap hand-washing station is an inexpensive and effective device used extensively in the developing world. One shortcoming of the homemade device is that it must be manually refilled with water and therefore is of limited use in high-traffic areas. In this activity, student teams design, prototype and test piping systems to transport water from a storage tank to an existing Tippy Tap hand-washing station, thereby creating a more efficient hand-washing station. Through this example service-learning engineering project, students learn basic fluid dynamic principles that are needed for creating efficient piping systems.

Subject:
Applied Science
Engineering
Hydrology
Physical Science
Material Type:
Activity/Lab
Provider:
TeachEngineering
Provider Set:
TeachEngineering
Author:
Benjamin S. Terry
Denise W. Carlson
Kaisa Wallace-Moyer
Stephanie Rivale
Date Added:
09/18/2014
Too Late
Conditional Remix & Share Permitted
CC BY-NC-SA
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This lesson uses secondary and primary sources as well as statistical historical records to understand, interpret and apply the core elements of the United States Declaration of Independence to its origins and in modern American society.

Subject:
Arts and Humanities
Social Science
Material Type:
Lesson Plan
Date Added:
04/16/2014
Trash to Treasure!
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Educational Use
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Student teams use the engineering design process to create a useful product of their choice out of recyclable items and "trash." The class is given a "landfill" of reusable items, such as aluminum cans, cardboard, paper, juice boxes, chip bags, egg cartons, milk cartons, etc., and each group is allowed a limited amount of bonding materials, such as duct tape, hot glue and string. This activity addresses the importance of reuse and encourages students to look at ways they can reuse items they would otherwise throw away.

Subject:
Education
Material Type:
Activity/Lab
Provider:
TeachEngineering
Provider Set:
TeachEngineering
Author:
Christie Chatterley
Denise W. Carlson
Janet Yowell
Karen King
Malinda Schaefer Zarske
Marissa Forbes
Date Added:
10/14/2015
Trigonometry
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CC BY-NC-SA
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The precursors to what we study today as Trigonometry had their origin in ancient Mesopotamia, Greece and India. These cultures used the concepts of angles and lengths as an aid to understanding the movements of the heavenly bodies in the night sky. Ancient trigonometry typically used angles and triangles that were embedded in circles so that many of the calculations used were based on the lengths of chords within a circle. The relationships between the lengths of the chords and other lines drawn within a circle and the measure of the corresponding central angle represent the foundation of trigonometry - the relationship between angles and distances.

Subject:
Mathematics
Trigonometry
Material Type:
Textbook
Author:
Richard W. Beveridge
Date Added:
07/03/2019
Tsunami Attack!
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Educational Use
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Students learn about tsunamis, discovering what causes them and what makes them so dangerous. They learn that engineers design detection and warning equipment, as well as structures that that can survive the strong wave forces. In a hands-on activity, students use a table-top-sized tsunami generator to observe the formation and devastation of a tsunami. They see how a tsunami moves across the ocean and what happens when it reaches a coastline. They make villages of model houses to test how different material types are impacted by the huge waves.

Subject:
Applied Science
Atmospheric Science
Engineering
Physical Science
Material Type:
Activity/Lab
Lesson Plan
Provider:
TeachEngineering
Provider Set:
TeachEngineering
Author:
Denise W. Carlson
Geoffrey Hill
Malinda Schaefer Zarske
Date Added:
09/18/2014
Tunnel Through!
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Educational Use
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Students apply their knowledge about mountains and rocks to transportation engineering, with the task of developing a model mountain tunnel that simulates the principles behind real-life engineering design. Student teams design and create model tunnels through a clay mountain, working within design constraints and testing for success; the tunnels must meet specific design requirements and withstand a certain load.

Subject:
Applied Science
Career and Technical Education
Engineering
Geology
Logistics and Transportation
Physical Science
Material Type:
Activity/Lab
Provider:
TeachEngineering
Provider Set:
TeachEngineering
Author:
Denise W. Carlson
Malinda Schaefer Zarske
Marissa Hagan Forbes
Date Added:
09/18/2014
Two-Cell Battery
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Educational Use
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Students build their own two-cell batteries. They also determine which electrolyte solution is best suited for making batteries.

Subject:
Applied Science
Engineering
Physical Science
Physics
Material Type:
Activity/Lab
Provider:
TeachEngineering
Provider Set:
TeachEngineering
Author:
Daria Kotys-Schwartz
Denise W. Carlson
Joe Friedrichsen
Malinda Schaefer Zarske
Sabre Duren
Xochitl Zamora Thompson
Date Added:
09/18/2014
Two Sides of One Force
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Educational Use
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Students learn more about magnetism, and how magnetism and electricity are related in electromagnets. They learn the fundamentals about how simple electric motors and electromagnets work. Students also learn about hybrid gasoline-electric cars and their advantages over conventional gasoline-only-powered cars.

Subject:
Applied Science
Engineering
Physical Science
Physics
Material Type:
Activity/Lab
Lesson Plan
Provider:
TeachEngineering
Provider Set:
TeachEngineering
Author:
Abigail Watrous
Denise W. Carlson
Joe Friedrichsen
Malinda Schaefer Zarske
Date Added:
09/18/2014
Under Pressure
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Educational Use
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Students learn about Pascal's law, an important concept behind the engineering of dam and lock systems, such as the one that Thirsty County wants Splash Engineering to design for the Birdseye River (an ongoing hypothetical engineering scenario). Students observe the behavior of water in plastic water bottles spilling through holes punctured at different heights, seeing the distance water spurts from the holes, learning how water at a given depth exerts equal pressure in all directions, and how water at increasing depths is under increasing pressure.

Subject:
Applied Science
Engineering
Physical Science
Physics
Material Type:
Activity/Lab
Provider:
TeachEngineering
Provider Set:
TeachEngineering
Author:
Denali Lander
Denise W. Carlson
Jeff Lyng
Kristin Field
Lauren Cooper
Megan Podlogar
Timothy M. Dittrich
Date Added:
09/18/2014
Undergraduate - Introductory Chemistry Context Study Activities
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CC BY-NC-SA
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These learning activities are designed to be used in a large introductory chemistry course, each as part of a larger module of learning activities that include a prior reading of a short background information document. By working in small groups to discuss the presented information and question prompts, students will apply concepts seen in earlier coursework to explore a topic of societal or environmental relevance. No new conceptual information is delivered in these activities; rather they provide an opportunity to show students how the chemistry concepts they have developed support a detailed scientific understanding of a significant issue.Instructional resources for each activity  include 1) background information (.docx and .pdf) 2) the learning activity (.docx and .pdf) 3) the learning objects (.docx and .pdf) and 4) the slide deck (.pptx).These activities include exploration of:Methyl Transferase EnzymesNitrogen CycleOzone and Chlorofluorocarbons Mechanism of Penicillin Interior Salish Pit Cooking

Subject:
Chemistry
Material Type:
Case Study
Interactive
Lesson
Module
Teaching/Learning Strategy
Unit of Study
Author:
Riley Petillion
W. Stephen McNeil
Date Added:
05/09/2022
Undergraduate - Introductory Chemistry Flipped Classroom Modules
Conditional Remix & Share Permitted
CC BY-NC-SA
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This learning activity is designed to be used in a large introductory chemistry course, as part of a larger module of learning activities that includes prior viewing of an interactive instructional video. Instructional videos are to be viewed before class meetings. During class time, students work in small groups and discuss the presented information and question prompts, and will build upon the concepts discussed in that video in order to develop a new, extended concept.Students should be tasked with working together to complete the prompts in each section of the activity by a set time limit. After each section is completed, the entire class can share their answers via a personal response system, and the instructor can review and explain the correct responses, using the accompanying slide deck, which translates the problems into multiple-choice prompts.Instructional resources include 1) interactive instructional videos (these can be embedded directly into the learning management system) 2) the learning activity (.docx and .pdf) 3) the learning objectives (.docx and .pdf) and 4) the slide deck (.pptx). - Chemical Bonding- Resonance - Intermolecular Forces- Collision Theory- Equilibrium- Nucleophiles and Electrophiles

Subject:
Chemistry
Material Type:
Interactive
Lecture
Lesson
Module
Teaching/Learning Strategy
Author:
Riley Petillion
W. Stephen McNeil
Date Added:
05/06/2022
Undergraduate - Introductory Chemistry Guided Inquiry Activities
Conditional Remix & Share Permitted
CC BY-NC-SA
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This guided inquiry learning activity is designed to be used in a large introductory chemistry course. By working in small groups to discuss the presented information and question prompts, students will engage in cycles of exploring and analyzing data, inventing new conceptual understandings, and applying those concepts. Students should be tasked with working together to complete the prompts in each section by a set time limit. After each section is completed, the entire class can share their answers via a personal response system, and the instructor can review and explain the correct responses, using the accompanying slide deck, which translates the problems into multiple-choice prompts.Instructional resources include 1) the learning activity (.docx and .pdf) 2) the learning objects (.docx and .pdf) and 3) the slide deck (.pptx).- Atomic Orbitals- Chemical Fuels- Gas Laws- Intermolecular Forces- pKa Trends- VSEPR

Subject:
Chemistry
Material Type:
Interactive
Lecture
Lesson
Module
Reading
Teaching/Learning Strategy
Unit of Study
Author:
Riley Petillion
W. Stephen McNeil
Date Added:
05/09/2022
The Universal Language of Engineering Drawings
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Educational Use
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Students practice the ability to produce clear, complete, accurate and detailed design drawings through an engineering design challenge. Using only the specified materials, teams are challenged to draw a design for a wind-powered car. Then, they trade engineering drawings with another group and attempt to construct the model cars in order to determine how successfully the original design intentions were communicated through sketches, dimensions and instructions.

Subject:
Applied Science
Architecture and Design
Engineering
Material Type:
Activity/Lab
Provider:
TeachEngineering
Provider Set:
TeachEngineering
Author:
Denise W. Carlson
Jacob Crosby
Malinda Schaefer Zarske
Date Added:
09/18/2014
Viking Ship Design Challenge
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Educational Use
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In this design challenge, students learn about the Vikings from an engineering point-of-view. While investigating the history and anatomy of Viking ships, they learn how engineering solutions are shaped by the surrounding environment and availability of resources. Students apply this knowledge to design, build and test their own model Viking ships.

Subject:
Applied Science
Engineering
History
World History
Material Type:
Activity/Lab
Provider:
TeachEngineering
Provider Set:
TeachEngineering
Author:
Denise W. Carlson
Lauren Cooper
Malinda Schaefer Zarske
Date Added:
10/14/2015