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Dr. David W. Johnston

How can drones be used for good in environmental science? What types of data can scientists collect, and how should they go about collecting it using drones? Why should someone integrate drones into their existing career or pursue this field?

This Duke Environment+ course serves as an introduction for anyone interested in learning more about drone use in the environmental sciences. No background knowledge in drones is assumed or necessary.

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How can drones be used for good in environmental science? What types of data can scientists collect, and how should they go about collecting it using drones? Why should someone integrate drones into their existing career or pursue this field?

This Duke Environment+ course serves as an introduction for anyone interested in learning more about drone use in the environmental sciences. No background knowledge in drones is assumed or necessary.

Over the course of four weeks, you will discover the basics of drone use in the environmental sciences, including specific benefits of using drones for scientific research; types of drones and how they are used for different purposes and missions; and best research practices, including legal and ethical concerns. The final week of the course will help you get started on exploring different career paths that involve drones by introducing you to professionals working with this technology in the environmental sciences.

By the end of the course, you should be better equipped to consider how to use drones for your own research interests, and you will be better prepared for the more in-depth Environment+ course sequence UAS Applicants and Operations in Environmental Science, should you decide to continue your studies.

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What's inside

Syllabus

Introduction to Drones
This week will provide you with foundational drone knowledge. You will learn about inclusive language that you can use to describe drones, the major drone components, and different types of drones. Your knowledge will be assessed via quizzes.
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Read about what's good
what should give you pause
and possible dealbreakers
Ideal for those new to drones and interested in their use in environmental science
Introduces the basics of drone use in environmental sciences, including benefits, types, and best practices
Provides a comprehensive overview of different career paths that involve drones in environmental sciences
Learners are introduced to professionals working with drones in environmental sciences and explore different career pathways

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Reviews summary

Drones for environmental science: a foundational introduction

According to learners, this course is a fantastic introduction to using drones in environmental science, providing a solid foundation for both beginners and professionals. Students particularly valued the well-structured modules and the focus on ethical and legal considerations. The insights into career paths and professional applications were also highly praised. While many found the content clear and accessible, a few reviewers with prior experience felt it was too introductory and desired more hands-on examples or practical guidance on data analysis. Overall, it's considered an excellent primer.
Ideal for those with no prior drone knowledge, may be basic for others.
"The course felt a bit too introductory for me. It's fine if you know absolutely nothing about drones."
"Found some of the content a bit basic, particularly the drone component overview. I already have some experience flying drones, so I was looking for more advanced applications..."
"While the foundational knowledge is there, I felt it lacked the practical application I was looking for."
Highlights crucial ethical and legal considerations for drone use.
"The focus on ethical and legal considerations for drone use was particularly valuable and often overlooked in other introductory materials."
"This course provided a solid foundation, especially the discussions on legal aspects and mission planning."
"I learned about how you should approach using drones for research both ethically and legally, which was really helpful."
Offers valuable insights into real-world applications and career paths.
"I particularly appreciated the section on career paths and hearing from professionals in the field."
"As an environmental consultant, I wanted to understand how drones could be integrated into my projects. This course provided a solid foundation..."
"The way they framed drone use within environmental research was exactly what I needed. It sparked many ideas for my own projects. The career insights were a bonus."
Provides a strong foundational understanding for beginners.
"This course is a fantastic introduction to using drones in environmental science."
"Overall, a good course for beginners. The content was clear and the quizzes helped reinforce learning."
"Very informative for someone new to drones. I found it a great starting point, though don't expect to become an expert overnight."
Could benefit from more practical exercises or case studies.
"The course felt a bit too introductory for me. I was hoping for more hands-on examples or case studies beyond just discussing general principles."
"No practical exercises, though, which would have been nice to solidify understanding."
"The course is okay, but I felt it was very theoretical. There wasn't enough practical guidance on *how* to actually implement drone missions or analyze the data..."

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Drones for Environmental Science with these activities:
Review drone components
Review the major components of drones and their functions to strengthen your foundation in drone technology.
Browse courses on Drones
Show steps
  • Identify the primary drone components, such as the frame, propellers, motors, and flight controller.
  • Understand the purpose and functionality of each component.
Connect with professionals working in drone-related environmental fields
Establish connections with individuals in the field to gain insights into career paths, industry trends, and advancements in drone technology.
Browse courses on Environmental Science
Show steps
  • Attend networking events or industry conferences.
  • Reach out to potential mentors via email or LinkedIn.
  • Request informational interviews to learn about their experiences and career journeys.
Engage in peer discussions on ethical considerations in drone use
Participate in group discussions to explore ethical implications and best practices in drone use, enhancing your understanding of responsible drone operation.
Browse courses on Ethical Considerations
Show steps
  • Join online forums or discussion groups dedicated to drone ethics.
  • Engage in respectful and informed discussions with peers.
  • Consider different perspectives and viewpoints on drone use.
Three other activities
Expand to see all activities and additional details
Show all six activities
Gather information on environmental research applications of drones
Compile resources to build your knowledge of how drones are utilized in various environmental research fields, expanding your understanding of their capabilities.
Show steps
  • Search for scientific articles, reports, and case studies on drone applications in environmental research.
  • Categorize the gathered information based on research areas.
  • Summarize key findings and insights from the compiled resources.
Design and build a simple drone
Embark on a hands-on project to construct a basic drone, deepening your understanding of drone components and assembly techniques.
Show steps
  • Gather the necessary materials and components.
  • Follow assembly instructions or design your own drone.
  • Test and troubleshoot the drone to ensure proper functionality.
Develop a proposal for a drone-based environmental research project
Design a research proposal outlining a drone-based environmental research project to solidify your understanding of drone applications and research methodologies.
Show steps
  • Identify a specific environmental research question or problem.
  • Describe how drones can be used to address the research question.
  • Outline the project methodology, including data collection and analysis techniques.

Career center

Learners who complete Drones for Environmental Science will develop knowledge and skills that may be useful to these careers:
Remote Sensing Analyst
A Remote Sensing Analyst interprets satellite imagery and other remotely sensed data to identify and map features on the Earth's surface. They work for a variety of industries, including government, environmental consulting, and natural resource management. This course may be useful for a Remote Sensing Analyst who wants to gain a better understanding of how drones can be used to collect and analyze remotely sensed data.
Sustainability Manager
A Sustainability Manager develops and implements sustainability plans for organizations. They work to reduce the environmental impact of their organizations and promote sustainable practices. This course may be useful for a Sustainability Manager who wants to gain a better understanding of how drones can be used to monitor environmental performance and identify opportunities for improvement.
Data Scientist
A Data Scientist collects, analyzes, and interprets data to extract meaningful insights. They work for a variety of industries, including technology, finance, and healthcare. This course may be useful for a Data Scientist who wants to gain a better understanding of how drones can be used to collect and analyze environmental data.
Geospatial Analyst
A Geospatial Analyst analyzes geospatial data to identify patterns and trends. They work for a variety of industries, including government, planning, and engineering. This course may be useful for a Geospatial Analyst who wants to gain a better understanding of how drones can be used to collect and analyze geospatial data.
Wildlife Biologist
A Wildlife Biologist studies the behavior, ecology, and conservation of wildlife. They conduct research, develop management plans, and work with government agencies and conservation organizations to protect wildlife populations. This course may be useful for a Wildlife Biologist who wants to gain a better understanding of how drones can be used to monitor wildlife populations and habitats.
Environmental Consultant
An Environmental Consultant provides advice and assistance to businesses and organizations on environmental issues. They conduct environmental assessments, develop environmental management plans, and help clients comply with environmental regulations. This course may be useful for an Environmental Consultant who wants to gain a better understanding of how drones can be used for environmental monitoring and data collection.
Software Engineer
A Software Engineer designs, develops, and maintains software applications. They work for a variety of industries, including technology, finance, and healthcare. This course may be useful for a Software Engineer who wants to gain a better understanding of how drones can be used to collect and analyze data.
Science Teacher
A Science Teacher teaches science to students at the elementary, middle, or high school level. They develop lesson plans, conduct experiments, and help students learn about the natural world. This course may be useful for a Science Teacher who wants to gain a better understanding of how drones can be used to teach science concepts and engage students in hands-on learning.
Forester
A Forester manages forests for a variety of purposes, including timber production, wildlife habitat, and recreation. They develop and implement forest management plans, and work with landowners to implement sustainable forestry practices. This course may be useful for a Forester who wants to gain a better understanding of how drones can be used to monitor forest health and wildlife populations.
Policy Analyst
A Policy Analyst develops and analyzes public policy. They work for government agencies, think tanks, and advocacy organizations to research policy issues, develop policy recommendations, and evaluate policy effectiveness. This course may be useful for a Policy Analyst who wants to gain a better understanding of how drones can be used to collect data and inform policy decisions.
Conservation Scientist
A Conservation Scientist works to protect and manage natural resources. They conduct research, develop conservation plans, and work with landowners to implement conservation practices. This course may be useful for a Conservation Scientist who wants to gain a better understanding of how drones can be used to monitor wildlife populations and habitats.
Science Writer
A Science Writer communicates complex scientific information to a non-technical audience. They write articles, reports, and other materials that explain scientific concepts and research findings. This course may be useful for a Science Writer who wants to gain a better understanding of how drones can be used for environmental research and communication.
Environmental Scientist
An Environmental Scientist identifies and develops solutions for environmental problems. They conduct research, collect data, and perform analyses to understand environmental issues and their impact on human health and the environment. This course may be useful for an Environmental Scientist who wants to gain a better understanding of how drones can be used for environmental research.
Geographer
A Geographer studies the physical and human geography of the Earth. They conduct research, develop maps, and analyze data to understand the relationships between people and their environment. This course may be useful for a Geographer who wants to gain a better understanding of how drones can be used to collect data on land use, land cover, and environmental change.
Environmental Engineer
An Environmental Engineer designs and implements solutions to environmental problems. They work to develop new technologies and processes that reduce pollution and protect the environment. This course may be useful for an Environmental Engineer who wants to gain a better understanding of how drones can be used for environmental research.

Reading list

We've selected seven books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Drones for Environmental Science.
Provides a hands-on introduction to GIS, which fundamental tool for analyzing and mapping environmental data. It valuable resource for understanding how to integrate drone data into GIS for visualization and analysis.
Focuses on the use of R for spatial data analysis, which is essential for understanding the spatial distribution of environmental data collected by drones. It provides a practical introduction to R and its applications in ecology and agriculture.
Python popular programming language for data analysis and visualization. provides a practical introduction to Python for beginners, making it a useful resource for handling and processing drone data.
Provides a comprehensive overview of environmental science, including topics such as ecology, pollution, and climate change. It useful reference for understanding the environmental issues that drones can help address.
Provides a foundational introduction to remote sensing and image interpretation. It useful resource for understanding the principles and techniques of remote sensing, which are essential for processing and analyzing drone data.
Provides an accessible introduction to remote sensing principles and image interpretation, which are fundamental skills for working with drone-collected data.

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