Community Air Quality Mapping Project
Created byAnvi Khopade
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Community Air Quality Mapping Project

Adult EducationScienceSocial Studies2 days
In this community-based project, adult education students become community scientists to investigate and map air quality in their local area. They identify pollution sources, construct low-cost air quality sensors, collect and analyze data, and create air quality maps. The project culminates in a community report and action plan, empowering students to advocate for improved air quality and environmental change. Students will present their findings and proposed solutions to community stakeholders.
Air QualityCommunity ScienceData MappingEnvironmental AdvocacySensor TechnologyPollution Sources
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Inquiry Framework

Question Framework

Driving Question

The overarching question that guides the entire project.How can we, as community scientists, investigate, map, and advocate for improved air quality in our local area?

Essential Questions

Supporting questions that break down major concepts.
  • How does air quality vary across our community?
  • What are the main sources of air pollution in our area?
  • How can we accurately measure and map air quality?
  • What actions can community members take to improve air quality?

Standards & Learning Goals

Learning Goals

By the end of this project, students will be able to:
  • Students will be able to design and implement an air quality monitoring project.
  • Students will be able to create maps and reports to visualize air quality data.
  • Students will be able to identify sources of air pollution.
  • Students will be able to advocate for improved air quality in their community.

Entry Events

Events that will be used to introduce the project to students

Community Air Quality Crisis Simulation

Students participate in a role-playing simulation where they are community stakeholders responding to a sudden air quality crisis event (e.g., industrial accident, wildfire smoke). They must make quick decisions based on limited information, experiencing the real-world consequences of air pollution and motivating them to proactively map and understand local air quality.

Mystery Air Sample Analysis

Students receive an anonymous air sample collected from a location in their community with unusually high pollution levels. They must analyze the sample using provided tools and resources, identify potential sources, and hypothesize about the causes, sparking their curiosity and setting the stage for the project's focus on air quality mapping.
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Portfolio Activities

Portfolio Activities

These activities progressively build towards your learning goals, with each submission contributing to the student's final portfolio.
Activity 1

Air Quality Hotspot Identification

Students will begin by brainstorming potential air pollution sources in their community and predicting areas likely to have higher pollution levels. This activity sets the stage for targeted monitoring.

Steps

Here is some basic scaffolding to help students complete the activity.
1. Brainstorm a list of potential air pollution sources in the community (e.g., factories, busy roads, construction sites).
2. Identify locations in the community that are likely to have higher air pollution levels based on the identified sources.
3. Create a preliminary map of potential air quality hotspots.

Final Product

What students will submit as the final product of the activityA map of the community with marked potential air quality hotspots and a list of suspected pollution sources for each location.

Alignment

How this activity aligns with the learning objectives & standardsAddresses the learning goal: Students will be able to identify sources of air pollution. It also introduces the concept of mapping air quality data.
Activity 2

DIY Air Quality Sensor Construction

Students will learn about air quality sensors and construct their own simple, low-cost sensors using readily available materials. This hands-on activity provides a deeper understanding of how air quality is measured.

Steps

Here is some basic scaffolding to help students complete the activity.
1. Research different types of air quality sensors and their working principles.
2. Gather materials for constructing a low-cost air quality sensor (e.g., Arduino board, gas sensors, wires, breadboard).
3. Follow instructions to assemble the air quality sensor, including wiring and basic programming.
4. Calibrate the sensor using known air quality standards (if possible).

Final Product

What students will submit as the final product of the activityA functional, low-cost air quality sensor capable of measuring particulate matter or specific gases.

Alignment

How this activity aligns with the learning objectives & standardsAddresses the learning goal: Students will be able to design and implement an air quality monitoring project. It also introduces the technical aspects of air quality measurement.
Activity 3

Community Air Quality Monitoring Campaign

Students will deploy their DIY sensors in the identified hotspots and collect air quality data over a period of time. This activity provides real-world data for analysis and mapping.

Steps

Here is some basic scaffolding to help students complete the activity.
1. Plan a monitoring schedule, including locations, dates, and times for data collection.
2. Deploy the constructed air quality sensors in the identified hotspots.
3. Collect air quality data at regular intervals, recording the measurements accurately.
4. Document the data collection process, including any challenges encountered.

Final Product

What students will submit as the final product of the activityA comprehensive dataset of air quality measurements collected from various locations in the community.

Alignment

How this activity aligns with the learning objectives & standardsAddresses the learning goal: Students will be able to design and implement an air quality monitoring project. It also provides the data needed for creating air quality maps.
Activity 4

Air Quality Data Visualization and Mapping

Students will analyze the collected data and create maps to visualize air quality patterns in their community. This activity develops data analysis and presentation skills.

Steps

Here is some basic scaffolding to help students complete the activity.
1. Organize the collected air quality data in a spreadsheet or database.
2. Analyze the data to identify trends and patterns (e.g., areas with consistently high pollution levels, temporal variations).
3. Create a map of the community using mapping software or online tools (e.g., Google My Maps, QGIS).
4. Overlay the air quality data on the map using different colors or symbols to represent pollution levels.
5. Add labels and annotations to the map to explain the data and highlight key findings.

Final Product

What students will submit as the final product of the activityA detailed air quality map of the community, showing pollution levels and patterns.

Alignment

How this activity aligns with the learning objectives & standardsAddresses the learning goal: Students will be able to create maps and reports to visualize air quality data. It also reinforces the ability to identify pollution sources based on the data.
Activity 5

Community Air Quality Report and Action Plan

Students will prepare a report summarizing their findings and propose actions to improve air quality in their community. This activity promotes advocacy and community engagement.

Steps

Here is some basic scaffolding to help students complete the activity.
1. Write a report summarizing the project, including the methodology, findings, and conclusions.
2. Identify potential solutions to address the identified air quality problems.
3. Develop an action plan with specific steps that community members can take to improve air quality (e.g., planting trees, promoting public transportation, advocating for stricter regulations).
4. Present the report and action plan to community stakeholders (e.g., local government officials, community organizations).

Final Product

What students will submit as the final product of the activityA comprehensive report on community air quality with a detailed action plan for improvement, ready for presentation to community stakeholders.

Alignment

How this activity aligns with the learning objectives & standardsAddresses the learning goal: Students will be able to advocate for improved air quality in their community. It also integrates all previous learning goals into a culminating project.
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Rubric & Reflection

Portfolio Rubric

Grading criteria for assessing the overall project portfolio

Community Air Quality Mapping Rubric

Category 1

Air Quality Hotspot Identification

Assesses the student's ability to identify potential sources of air pollution and predict areas with higher pollution levels.
Criterion 1

Identification of Pollution Sources

Accuracy and completeness of identifying potential pollution sources in the community.

Exemplary
4 Points

Identifies a comprehensive range of potential pollution sources with specific details and accurate locations. Demonstrates a deep understanding of local environmental factors.

Proficient
3 Points

Identifies most of the major potential pollution sources with reasonable accuracy. Shows a good understanding of local pollution issues.

Developing
2 Points

Identifies some potential pollution sources, but the list is incomplete or lacks specific details. Shows a basic awareness of local pollution issues.

Beginning
1 Points

Struggles to identify potential pollution sources or provides inaccurate information. Shows limited awareness of local pollution issues.

Criterion 2

Mapping of Potential Hotspots

Clarity and accuracy of the map identifying potential air quality hotspots.

Exemplary
4 Points

Creates a clear and detailed map accurately identifying potential air quality hotspots with clear justification for each location. Demonstrates excellent spatial reasoning skills.

Proficient
3 Points

Creates a map identifying potential air quality hotspots with reasonable accuracy. Provides adequate justification for most locations.

Developing
2 Points

Creates a map with some identified hotspots, but the accuracy or justification is lacking. Shows some spatial reasoning skills.

Beginning
1 Points

Struggles to create a map or identify potential hotspots. Lacks spatial reasoning skills.

Category 2

DIY Air Quality Sensor Construction

Evaluates the student's ability to construct a functional low-cost air quality sensor.
Criterion 1

Sensor Assembly

Correctness and completeness of sensor assembly.

Exemplary
4 Points

Assembles the sensor correctly and completely, demonstrating a thorough understanding of the components and wiring. The sensor functions flawlessly.

Proficient
3 Points

Assembles the sensor mostly correctly with minor errors that do not significantly affect functionality. The sensor functions adequately.

Developing
2 Points

Assembles the sensor with some significant errors that affect functionality. Requires assistance to troubleshoot issues.

Beginning
1 Points

Struggles to assemble the sensor or makes major errors that prevent it from functioning. Requires significant assistance.

Criterion 2

Sensor Calibration

Accuracy and effectiveness of sensor calibration (if applicable).

Exemplary
4 Points

Calibrates the sensor accurately using appropriate standards and methods. Demonstrates a deep understanding of calibration principles.

Proficient
3 Points

Calibrates the sensor adequately using available resources. Shows a good understanding of calibration.

Developing
2 Points

Attempts to calibrate the sensor but struggles with the process or achieves inaccurate results.

Beginning
1 Points

Does not attempt to calibrate the sensor or lacks understanding of the calibration process.

Category 3

Community Air Quality Monitoring Campaign

Assesses the student's ability to plan and execute a community air quality monitoring campaign.
Criterion 1

Monitoring Plan

Completeness and feasibility of the monitoring plan.

Exemplary
4 Points

Develops a comprehensive and feasible monitoring plan with clear objectives, locations, schedule, and data collection methods. The plan demonstrates a deep understanding of the community context.

Proficient
3 Points

Develops a reasonable monitoring plan with most of the key elements included. The plan is generally feasible and appropriate for the community context.

Developing
2 Points

Develops an incomplete monitoring plan with some missing elements or unrealistic aspects. The plan may not be fully appropriate for the community context.

Beginning
1 Points

Struggles to develop a monitoring plan or creates a plan that is largely incomplete or infeasible.

Criterion 2

Data Collection

Accuracy and consistency of data collection.

Exemplary
4 Points

Collects air quality data accurately and consistently, following the monitoring plan and documenting any challenges encountered with detailed explanations. The dataset is comprehensive and reliable.

Proficient
3 Points

Collects air quality data with reasonable accuracy and consistency, following the monitoring plan. Documents any challenges encountered.

Developing
2 Points

Collects air quality data with some inconsistencies or inaccuracies. Documentation of challenges is limited.

Beginning
1 Points

Struggles to collect air quality data or collects data that is largely inaccurate or incomplete.

Category 4

Air Quality Data Visualization and Mapping

Evaluates the student's ability to analyze and visualize air quality data using mapping tools.
Criterion 1

Data Analysis

Effectiveness of data analysis in identifying trends and patterns.

Exemplary
4 Points

Analyzes the air quality data effectively, identifying significant trends and patterns with clear explanations and insightful interpretations. Demonstrates advanced data analysis skills.

Proficient
3 Points

Analyzes the air quality data adequately, identifying most of the major trends and patterns. Shows a good understanding of data analysis techniques.

Developing
2 Points

Analyzes the air quality data with limited success, identifying some basic trends but missing key patterns. Requires guidance on data analysis techniques.

Beginning
1 Points

Struggles to analyze the air quality data or draw meaningful conclusions.

Criterion 2

Map Creation

Clarity and accuracy of the air quality map.

Exemplary
4 Points

Creates a clear, accurate, and visually appealing air quality map that effectively communicates the data and highlights key findings. Demonstrates excellent mapping skills and attention to detail.

Proficient
3 Points

Creates an air quality map that is reasonably clear and accurate, showing the major pollution patterns. Shows a good understanding of mapping principles.

Developing
2 Points

Creates an air quality map with some inaccuracies or lack of clarity. Requires guidance on mapping techniques.

Beginning
1 Points

Struggles to create an air quality map or the map is largely inaccurate or incomprehensible.

Category 5

Community Air Quality Report and Action Plan

Evaluates the student's ability to synthesize findings and propose actions to improve air quality.
Criterion 1

Report Quality

Completeness and clarity of the project report.

Exemplary
4 Points

Writes a comprehensive and well-organized report summarizing the project methodology, findings, and conclusions with exceptional clarity and insight. Demonstrates excellent writing and communication skills.

Proficient
3 Points

Writes a clear and complete report summarizing the project, including the key findings and conclusions. Shows a good understanding of scientific writing.

Developing
2 Points

Writes an incomplete or poorly organized report with some missing information or lack of clarity. Requires guidance on scientific writing.

Beginning
1 Points

Struggles to write a coherent report or the report is largely incomplete or incomprehensible.

Criterion 2

Action Plan

Feasibility and potential impact of the proposed action plan.

Exemplary
4 Points

Develops a feasible and impactful action plan with specific, measurable, achievable, relevant, and time-bound (SMART) goals. The plan demonstrates a deep understanding of community needs and resources.

Proficient
3 Points

Develops a reasonable action plan with concrete steps that community members can take to improve air quality. The plan is generally feasible and relevant.

Developing
2 Points

Develops an action plan with some vague or unrealistic aspects. The plan may lack specificity or relevance to the community context.

Beginning
1 Points

Struggles to develop a meaningful action plan or the plan is largely infeasible or irrelevant.

Reflection Prompts

End-of-project reflection questions to get students to think about their learning
Question 1

What was the most surprising thing you learned about air quality in your community?

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Question 2

To what extent do you feel this project has empowered you to advocate for environmental change in your community?

Scale
Required
Question 3

Which part of the project (hotspot identification, sensor building, data collection, mapping, or action planning) did you find most challenging and why?

Multiple choice
Required
Options
Hotspot identification
Sensor building
Data collection
Mapping
Action planning
Question 4

How effective do you believe your proposed action plan will be in improving air quality in your community?

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Question 5

What skills did you develop or improve during this project?

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