Fall 2023 Issue

Dead fish stuck in plastic pollution

Photo credit: iStock


After learning about the horrors of environmental problems such as overfishing, pollutants, and climate change, students often ask, 鈥淲hy don't they just fix it?鈥 In classrooms, students learn about the science behind these issues; however, understanding the interdisciplinary nature and complexity of these problems is far from simple and often requires additional experiences.

Dana Christensen
Dana Christensen '12, 14

In order to supplement science learning, I developed and published a framework in the Journal of Science Education and Technology, which methodically outlines how educators and researchers can merge various disciplines to bring about environmental solutions (Table 1). The framework (computational thinking to learn environmental sustainability) outlines content knowledge and unique applied skills that serve various communities simultaneously. The final catch is that computational thinking is required, especially with drastic technological expansions.


Table 1
The Framework Environmental Problem Solving Concepts and Spheres of Sustainability
ES Problem Solving Concept Sustainability sphere  Example
Research

Environmental

Economic

Societal

Environmental science research aimed at ecological sustainability

Research aimed at optimizing both profit and sustainaiblity

Research aimed at understanding societal cultural norms and perspectives

Regulation

Environmental

Economic

Societal

Devloping regulstoins aimed at promoting environmental protectoin

Developing regulations aimed at promoting both economic and environemtnal protectoin

How understanding the cultural norms of a society may contribute to environmental regulations

Education

Environmental

Economic

Societal

Identifying how environmental education should be incorporated into curricula

How company or individual choices may impact the economy and environment concurrently

Developing practical ways to inform pubic of environmental issues

Christensen, 2022

What is Computational Thinking?

 

Computational Science diagram

Figure 1: Computational thinking is used to describe thinking about computational science and lies at the intersection of computer science, mathematics and discipline specific problems (Christensen & Lombardi, 2020).

I break down computational thinking into the components of input, integration, output and feedback, similar to how such computational thinking is used by practitioners. For example, a marine scientist may seek to understand the relationship between fish abundance and temperature. The scientist would consider their input as their data (e.g., collection methods, formatting, storing) and their integration as the relationship between fish abundance and temperature (e.g., variable relationships, appropriate algorithms and statistical methods). Output often has many forms, which are situationally appropriate (e.g., statistics, graphs or files), and feedback involves how the outputs may influence future input (in this case, predictions of fish seasonality). In this example, the scientist uses content knowledge regarding the life history of the fishes and ecosystem itself, and the variable relationships as represented by mathematical formulas alongside the most appropriate computational tools to store, manipulate, and display their data. In the most complex instances, scientists may be writing their own code to perform these practices while becoming versed in popular tools within their respective fields. I claim these methods of thinking should be applied by students to learn the content across fields using similar computational methods.

How Do We Know It Works?

Verified assessments are used in research to measure if people are actually learning something. For example, the Computational Thinking Content Knowledge Survey (Christensen & Lombardi, 2022) can be used to assess computational thinking knowledge gains. The study  Biological evolution learning and computational thinking: Enhancing understanding through integration of disciplinary core knowledge and scientific practice (Christensen & Lombardi) systematically studied student gains in biological evolution knowledge through computation. Students taking part in projects developed through this comprehensive framework can be assessed in various ways, such as through scientific knowledge, their contribution to the scientific community, and their service to groups of citizens.

Magliozzo Beach Cleanup
Magliozzo Beach Cleanup

Current Projects Based on the Framework

Using this framework, I assisted Professor Aguiar in the development of a unique striper (Morone saxatilis) fishing project, which focused on the intersections of the environmental and societal spheres through the problem solving perspectives of regulation, research and education. 淫性视频 students were involved in obtaining the data through fishing (input), analyzing the data (integration)  as well as drawing conclusions (output). This project specifically addressed and continues to address gaps between marine researchers and recreational anglers and paved the way for future outreach and citizen science projects. I am currently working with the NJDEP in order to create a comprehensive database of recreational catches for marine biologists while simultaneously giving back to the angler community. This framework was also used to develop curricula within the GNM service learning Estuaries course at 淫性视频. In this course students created complex projects that involved developing and executing K-12 lessons, beach cleanups with data analysis, and surveys to understand and serve various communities around topics such as sea level rise, angler litter and environmental justice.

GNM Service Learning Estuaries
GNM Service Learning Estuaries

There is still a long way to go in terms of integrating interdisciplinary computation into many curricula to address interdisciplinary environmental problems. The next steps require assessment of computation and science content knowledge as well as the development of citizen science projects and contributions to peer reviewed scientific journals. All of which are on the horizon at 淫性视频 are and a testament to our conscientious student body!

 

I learned a lot about myself and other people from this class鈥 I learned a sense of leadership and responsibility to my community

Student reflection - GNM estuaries

I learned the relationship between human living and estuaries were much closer than I thought鈥 and about how to properly advocate for ecological/environmental justice

Orion Murphy-Braunstein

I have become more aware of the estuary ecosystem in the surrounding area, I got outside of my comfort zone while doing my project and gained personal skills鈥. I addressed the local community especially the children, I would have never thought this was possible if it were not for this class

Kallyse Douglas

I learned that being open about your emotions is nothing to be afraid of鈥 to be proud of your accomplishments and that it is ok if people don鈥檛 understand you

Alexandra Magliozzo

I have learned that project planning and execution take a lot of time and may not go as planned鈥 but I became more outgoing as a person, reflective and understanding of the people around me

Jason Keller

This project also helped me strengthen my communication, organization, planning, and research skills鈥 it also affected my personal life because it gave me a sense of purpose

Mia Caso

"I have a more hopeful outlook for the future after seeing how much the 5th graders were interested in climate change"

-Anthony Amadeo