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Topic: Technology
Article

Q&A: Ella Muncie on AI, Environmental Storytelling and the Future of Advocacy

The Hitchcock Project for Visualizing Science, Reynolds School of Journalism, University of Nevada, Reno

"Ella Muncie, Ph.D., is a researcher in environmental communication. She recently completed her doctoral degree at the University of Leicester, exploring how artificial intelligence is reshaping creative activism. Her paper, Artificial Intelligence and New Voices in Environmental Campaigning, analyzed Greenpeace International’s 'Alternative Futures' initiative, one of the first environmental campaigns to use AI-generated imagery (read more in our Research Review of Muncie’s paper). In this conversation, Muncie discusses the promises and pitfalls of using AI for environmental storytelling and what responsible advocacy might look like in the years ahead."
Resource Database / Guide

GIJN Resource Center’s Top Guides for 2025

Global Investigative Journalism Network

"This year, GIJN’s Resource Center team produced a wide variety of guides on everything from investigating climate change to reporting on AI, from digging into Chinese companies to probing evidence of war crimes, and from covering food insecurity to looking at land conflict."
Video

Satellite Data for Journalists: Turning Earth Images Into Stories

Copernicus Land Monitoring Service (CLMS) and the European Journalism Centre (EJC)

"The session explains how satellite imagery can be processed into maps and measurements that show how land is used and how it evolves over time. It presents the core principles behind satellite-based land monitoring, including the use of high-resolution imagery, automated analysis tools, and online platforms that make Earth observation data accessible to non-specialists. Through concrete examples, the webinar shows how climate journalists can use this data to support investigations, strengthen evidence, and visualise environmental change. Topics include long-term trends affecting forests, cities, agricultural land, and natural areas, with links to climate change, deforestation, urbanisation, and land degradation."
Video

Responsible Reporting on Climate Repair

"On Monday, November 17, 2025, the EFSJ [European Federation for Science Journalism] hosted the first event in its new series of online webinars and discussions exploring responsible science journalism on proposed technological solutions for the climate crisis, curated by Olga Dobrovidova, the former vice-president of EFSJ. Rebekah White, science journalist, former managing editor of New Zealand Geographic and Reuters Institute for the Study of Journalism 2024 fellow, presented insights from her RISJ paper on covering 'climate repair' – technologies and projects intended to halt or reverse global warming by removing carbon from the atmosphere or by intentionally modifying other parts of the climate system (for example, to reflect more sunlight back into space)."
Article

Essential Open Source Tools for Journalists Investigating Air Pollution

International Center for Journalists

"Despite its widespread impact, tracking air pollution is challenging. Governments may under-report data, corporations often hide emissions, and polluters exploit regulatory loopholes. Investigative journalists play a key role in exposing this environmental misconduct, a task that open-source intelligence (OSINT) tools can help with. I lay out below OSINT tools that journalists can utilize to track air pollution, uncover its sources, and reveal the corporate networks responsible."
Resource Database / Guide

AI Spotlight Series Toolkit

"This toolkit builds on the Pulitzer Center’s AI Spotlight Series, an initiative designed to expand the field of AI accountability reporting by equipping journalists worldwide with the skills and knowledge necessary to cover AI critically and responsibly. ‍"We have conducted more than two dozen webinars and in-person sessions since 2024 and have trained nearly 3,000 journalists across the globe in seven languages. In an effort to make the AI Spotlight Series resources even more accessible, we are open-sourcing the course modules, slide decks, and videos produced by our instructors who are some of the world’s leading tech reporters and editors. ‍"We invite journalists to access, adapt, and build on a growing body of knowledge to strengthen AI accountability reporting worldwide."
Video

Geo AI: Environmental Journalism Using Artificial Intelligence

"In this webinar, promoted in partnership by Cambridge Digital Humanities (CDH), Earth Genome, and Pulitzer Center, participants presented examples of the current existing models deployed in environmental investigations, discussing their strengths and limitations."
Article

How To Spot Predatory Journals: 4 Tips and 2 Checklists

"It’s important for journalists to be aware of predatory journals because such journals pose a threat to the integrity of science journalism." See also: "Study Sheds Light on Journalists’ Knowledge of Predatory Journals."
Article

Interrogating Data: A Science Writer’s Guide to Data Journalism

"In its simplest definition, data journalism is the practice of using numbers and trends to tell a story. It requires a variety of skills: research to find the correct dataset, analysis to determine what kind of story this dataset may tell, and presentation to share that story with readers. And these skills are within reach for many science writers, even without any programming background: Simply ask questions, and you will find the central tenet of a story."
Video

How Journalists Can Use Scraping Tools for Environmental Stories

Pulitzer Center

"This webinar was led by Pulitzer Center Researcher Fernanda Buffa, Data Editor Kuang Keng Kuek Ser and Martynas Juravičius, R&D Tech Lead at Oxylabs." Topics covered:
  • Tools and platforms to get started, with no coding experience required
  • Real-world case studies: deforestation data, pollution records, permit databases
  • How to collect large datasets from public websites
  • The basics of web scraping and ethical/legal considerations
Related resources:
Video

AI and Science Journalism: An Uneasy Future

"Stephen Ornes, a freelance science writer, three-time winner of the AAAS Kavli Science Journalism Award, and a Writer in Residence at Vanderbilt University, spoke with Grady College journalism students on Sept. 20, 2025."
Article

6 Tips To Help Journalists Avoid Overgeneralizing Research Findings

"Journalists often overgeneralize study results by reporting that they apply to a much larger group of people than they actually do. In this tip sheet, scholars offer guidance and explain why it's a bad idea to rely on artificial intelligence tools to summarize research."
Video

Why the Best Science Needs Great Storytelling — Fay Lin

"Fay Lin is a science journalist and Senior Editor at Genetic Engineering & Biotechnology News (GEN), where she covers breakthroughs across biotech with a particular focus on AI and protein design. Expect to learn what distinguishes sexy science stories from boring ones, why mental health for graduate students is in a state of crisis, and how to step away from the familiar path."
Reporting on federal changes to science

NASA Cancelled Contracts and Grants

"This dashboard provides insights into NASA contracts and grants that may have been cancelled, terminated, or significantly modified since January 20, 2025. The data presented here are compiled and maintained by Casey Dreier at The Planetary Society to enhance transparency surrounding NASA’s programmatic activities and funding allocations." The data is checked daily.
Video

Video: How To OSINT the Ocean

"From tracking illegal fishing and ship movements to uncovering pollution and port activity, in a hands-on webinar, journalists learned how to harness publicly available data to shine a light on maritime activities that often escape scrutiny." Speakers:
  • Bjorn Bergman, project manager at SkyTruth
  • Delger Erdenesanaa, journalist and ORN fellow
  • Saroj Pathirana, journalist and ORN fellow
 
Resource Database / Guide

Science Reporting Navigator

"Produced in partnership by The Open Notebook and the Reynolds Journalism Institute, the Navigator is designed to equip reporters on any beat to bring science and data into their stories with know-how and ease—even and especially when on deadline. The best part? It's free. And it's our most interactive tool yet." Read more about the Science Reporting Navigator.
Article

Can ChatGPT Help Science Writers?

"When the artificial intelligence (AI) company OpenAI released the generative AI platform ChatGPT nearly 3 years ago, people began to speculate what the arrival of the large language model (LLM) meant for many creative industries, including journalism and other writing. In December 2023, the press office for Science (and the Science family of journals) decided to explore whether ChatGPT Plus had potential as a tool to help writers (the Science Press Package team, SciPak) convey information about upcoming research papers to the media. We sought to evaluate whether ChatGPT Plus could adhere to the specific writing style of SciPak. ... The conclusion of this experiment is that ChatGPT Plus did not meet SciPak’s standards."
Video

Science Writing on Substack

D.C. Science Writers Association (DCSWA)

On Sept. 18, 2025, the D.C. Science Writers Association (DCSWA) held a webinar on how to use Substack for sharing news about science, medicine, health and technology. "A panel of leading science writers and communicators provided insight about how they got started on Substack and are using the platform to share news with followers."
Awards

GIJN Sigma Awards

Global Investigative Journalism Network

"The Sigma Awards were launched in 2020 to recognize the best data journalism around the world, and also to preserve and build a media community that is increasingly important for public accountability. Now hosted by the Global Investigative Journalism Network, the awards have become a catalyst for more ambitious and innovative public interest projects for newsrooms of all sizes in every region, the focus of a collaborative, sharp-toothed community, and a window into the evolution of data journalism itself. We find categories restrictive… The jury members will decide on the best work overall and come to a consensus on how to divide the US$5,000 cash prize." 2026 contest announcement. Deadline: Jan. 11, 2026.