Earth Science

From Experience to Explanation: An Analysis of Students’ Use of a Wildfire Simulation

This study employs the Experiential Learning Theory framework to investigate students’ use of a wildfire simulation. We analyzed log files automatically generated by middle and high school students (n = 1515) as they used a wildfire simulation and answered associated prompts in three simulation-based tasks.

Author/Presenter

Trudi Lord

Paul Horwitz

Amy Pallant

Christopher Lore

Lead Organization(s)
Year
2024
Short Description

This study employs the Experiential Learning Theory framework to investigate students’ use of a wildfire simulation. We analyzed log files automatically generated by middle and high school students (n = 1515) as they used a wildfire simulation and answered associated prompts in three simulation-based tasks.

Leveraging Uncertainty as a Means of Facilitating Sensemaking Within a Digital Wildfire Curriculum

The changing landscape of geoscience learning has initiated growing interest in engaging science learners with climate data. One approach to teaching climate is the application of broadly accessible digital science curricula, which often include data tools such as visualizations, data representations, and simulations embedded within digital science curricula. We are specifically interested in how students and teachers grapple with scientific uncertainty in digital curricula.

Author/Presenter

Brandin Conrath

Amy Voss Farris

Scott McDonald

Year
2024
Short Description

The changing landscape of geoscience learning has initiated growing interest in engaging science learners with climate data. One approach to teaching climate is the application of broadly accessible digital science curricula, which often include data tools such as visualizations, data representations, and simulations embedded within digital science curricula. We are specifically interested in how students and teachers grapple with scientific uncertainty in digital curricula. Our paper therefore examines how a 7th grade science class and their teacher leverage moments of uncertainty in their work within a digital geohazard curriculum to learn about wildfire risk and impact.

Integrating the Plate Tectonic and Rock Genesis Systems for Secondary School Students

This paper describes how plate tectonics and rock genesis, two topics that are typically addressed separately in secondary Earth science classes, can be taught together as an integrated system. We define the TecRocks Reasoning Framework, developed to support student reasoning about rock formation situated in the context of plate tectonics. We also explain how we leveraged the framework in the designs of a new curriculum, interactive computer simulation, and assessment instrument. We show how the instrument was used to evaluate the curriculum, which included the computer simulation.

Author/Presenter

Amy Pallant

Christopher Lore

Hee-Sun Lee

Stephanie Seevers

Trudi Lord

Lead Organization(s)
Year
2024
Short Description

This paper describes how plate tectonics and rock genesis, two topics that are typically addressed separately in secondary Earth science classes, can be taught together as an integrated system.

Exploring Students’ Engagement with Inscription-based Science Practices from the Perspective of Epistemic (Un)certainty

Learning about natural hazards and risks through science practices entails considerations of uncertainty. We examined ways in which students expressed their epistemic (un)certainty about claims they made based on their inscription-based science practices.

Author/Presenter

Hee-Sun Lee

Amy Pallant

Gey-Hong Gweon

Trudi Lord

Christopher Lore

Lead Organization(s)
Year
2025
Short Description

Learning about natural hazards and risks through science practices entails considerations of uncertainty. We examined ways in which students expressed their epistemic (un)certainty about claims they made based on their inscription-based science practices.

Quenching a Thirsty Planet: Teaching the Dynamics of Water Scarcity and Sustainability Through the Water Cycle

Water scarcity poses a significant global challenge, which is often overlooked, particularly in regions with abundant water resources. This article outlines a curriculum designed for middle school students (grades 6–8) that addresses the dynamics of water scarcity and sustainability through five detailed lessons centered around the water cycle. The curriculum is designed to meet the Next Generation Science Standards, specifically focusing on standards ESS2.C and ESS3.C.

Author/Presenter

Rebecca Lesnefsky

Natasha Segal

David Fortus

Troy D. Sadler

Year
2025
Short Description

Water scarcity poses a significant global challenge, which is often overlooked, particularly in regions with abundant water resources. This article outlines a curriculum designed for middle school students (grades 6–8) that addresses the dynamics of water scarcity and sustainability through five detailed lessons centered around the water cycle.

Using Artificial Intelligence to Support Peer-to-Peer Discussions in Science Classrooms

In successful peer discussions students respond to each other and benefit from supports that focus discussion on one another’s ideas. We explore using artificial intelligence (AI) to form groups and guide peer discussion for grade 7 students. We use natural language processing (NLP) to identify student ideas in science explanations. The identified ideas, along with Knowledge Integration (KI) pedagogy, informed the design of a question bank to support students during the discussion. We compare groups formed by maximizing the variety of ideas among participants to randomly formed groups.

Author/Presenter

Billings, K., Chang, H-Y., Brietbart, J., & Linn, M.C. 

Short Description

We use natural language processing (NLP) to identify student ideas in science explanations. The identified ideas, along with Knowledge Integration (KI) pedagogy, informed the design of a question bank to support students during the discussion. We compare groups formed by maximizing the variety of ideas among participants to randomly formed groups. 

Using Artificial Intelligence to Support Peer-to-Peer Discussions in Science Classrooms

In successful peer discussions students respond to each other and benefit from supports that focus discussion on one another’s ideas. We explore using artificial intelligence (AI) to form groups and guide peer discussion for grade 7 students. We use natural language processing (NLP) to identify student ideas in science explanations. The identified ideas, along with Knowledge Integration (KI) pedagogy, informed the design of a question bank to support students during the discussion. We compare groups formed by maximizing the variety of ideas among participants to randomly formed groups.

Author/Presenter

Billings, K., Chang, H-Y., Brietbart, J., & Linn, M.C. 

Short Description

We use natural language processing (NLP) to identify student ideas in science explanations. The identified ideas, along with Knowledge Integration (KI) pedagogy, informed the design of a question bank to support students during the discussion. We compare groups formed by maximizing the variety of ideas among participants to randomly formed groups. 

Three-Dimensional Rural Science Lesson Plans

These high-quality, NGSS-aligned science lesson plans are built on phenomena meaningful to rural students. They include plans for middle school science, as well as high school biology, Earth science, chemistry, and physics.

Author/Presenter

Rebecca Sansom

Heather Leary

Max Longhurst

Joshua Stowers

Lead Organization(s)
Year
2023
Short Description

These high-quality, NGSS-aligned science lesson plans are built on phenomena meaningful to rural students. They include plans for middle school science, as well as high school biology, Earth science, chemistry, and physics.

Eco-Inquiry Teaching Materials

This collection offers K-12 curricula, activity guides, and other resources to support hands-on, inquiry-based investigations of the ecosystems and organisms around us. Themes include: Hudson River ecology, urban ecosystems, schoolyard ecology, biodiversity, water and watersheds, and data exploration and nature of science. Additional resources are available for home and distance learning.

Author/Presenter

Alan Berkowitz

Year
2021
Short Description

This collection offers K-12 curricula, activity guides, and other resources to support hands-on, inquiry-based investigations of the ecosystems and organisms around us. Themes include: Hudson River ecology, urban ecosystems, schoolyard ecology, biodiversity, water and watersheds, and data exploration and nature of science. Additional resources are available for home and distance learning.

Transforming Scientific Practices Through Teacher Leadership Place-based Curriculum

This NGSS-aligned place-based curriculum features experiential, field-based, inquiry-oriented K-12 learning activities that incorporate real-world applications integrating Hawaiian and 21st Century STEA²M. It includes atmospheric, biology, and geology lessons, as well as teacher-created Hawaiʻi and American Samoa lessons.

Author/Presenter

Pauline Chinn

Lead Organization(s)
Year
2022
Short Description

This NGSS-aligned place-based curriculum features experiential, field-based, inquiry-oriented K-12 learning activities that incorporate real-world applications integrating Hawaiian and 21st Century STEA²M. It includes atmospheric, biology, and geology lessons, as well as teacher-created Hawaiʻi and American Samoa lessons.