Prompt: need articles about climate change vulnerability
AI can “hallucinate” citations and sources
Always verify references, even from ChatGPT or Copilot. (See Lateral Reading)
Much like a Google Search use AI as a starting point, not a source
Below are examples from ChatGPT and CoPilot. These examples show how results are not consistent. The same prompt will yeild different responses.
Prompt: need articles about climate change vulnerability
Here are several solid peer-reviewed and policy articles on climate change vulnerability that you can use for your research or library services. I’ve included key highlights from each to help you pick which ones are most relevant.
Characterizing vulnerabilities to climate change across the United States at the census tract scale
This article explores how vulnerability to climate change varies geographically at a detailed level (census tracts) in the U.S. It finds that vulnerability clusters in certain regions, and that exposure plus baseline social/environmental vulnerability combine to produce higher risk. ScienceDirect
Why it’s useful: It highlights spatial heterogeneity of vulnerability and can inform library-across collections looking at sociodemographic/infrastructural vulnerability patterns.
Mapping social vulnerability indicators to understand the health impacts of climate change
This is a scoping review (2012-2022) on how social vulnerability indicators (income, race/ethnicity, housing, health access) interplay with climate-driven health outcomes. The Lancet
Why it’s useful: It bridges climate vulnerability with public health – good for interdisciplinary work (environment + health + library outreach).
Investigating Vulnerability, Adaptation, and Resilience: A Comprehensive Review within the Context of Climate Change
This review dives into three core concepts: vulnerability, adaptation, resilience. It studies how these relate, overlap, and differ, and how they matter for responding to climate hazards. MDPI
Why it’s useful: Good for foundational theory – if you’re building an understanding of what “vulnerability” means in climate change contexts (helpful for your accessibility / educational materials).
Understanding human vulnerability to climate change: A global index
This article develops a global perspective on human vulnerability to climate change beyond just hazard/exposure by incorporating sensitivity and adaptive capacity. ScienceDirect
Why it’s useful: Helpful for comparative work (global vs local). Useful if you or your library serves diverse communities or international audiences.
The climate vulnerability gap: Developing a metric to advance racial equity and more just climate investment (Brookings Institution)
This article at Brookings looks at how vulnerability metrics can incorporate racial equity and social justice concerns, not just physical hazards. Brookings
Why it’s useful: Very relevant for outreach/education about how climate vulnerability intersects with race, equity, socio-economic status.
Climate Change 2022: Impacts, Adaptation and Vulnerability
This is the WG II contribution of the IPCC Sixth Assessment Report — one of the most comprehensive global assessments of climate impacts, adaptation capacity, vulnerability and risks. IPCC
Why it’s useful: It’s authoritative, widely cited, and covers a broad range of sectors (ecosystems, human systems, regions). Great for library collections and reference work.
Multidimensional Scoping Review on Climate Change Vulnerability
This review highlights multiple dimensions of vulnerability — water, agriculture, social governance, health, economics — and emphasises the need for holistic adaptation/mitigation. MIT Press Direct
Why it’s useful: For applied research or library instruction on how vulnerability is assessed/measured across different sectors.
Develop a reading list or course guide for students on climate vulnerability.
Create accessible summaries (aligned with your accessibility work) of key articles explaining vulnerability, adaptation, resilience.
Curate a subject guide for patrons around climate justice, vulnerability, equity in climate change.
Use these in workshops or faculty outreach at your library to help faculty find recent research.
Link to open-access versions or provide interlibrary loan for articles behind paywalls.
Prompt: need articles about climate change vulnerability
Here are several key scholarly articles and reports on climate change vulnerability, which could be useful for your work as a Web Services & Engagement Librarian (and for your library website/audit work). If you tell me a specific region, discipline (health, infrastructure, water, etc.), or audience (academic vs public) I can pull a more customized list.
Intergovernmental Panel on Climate Change (IPCC) — “Climate Change 2022: Impacts, Adaptation and Vulnerability” (Working Group II).
This major assessment examines the vulnerability of ecosystems and human systems to climate change, and links vulnerability + exposure + hazard to risk. IPCC+2IPCC+2
“Characterizing vulnerabilities to climate change across the United States at the census-tract scale.” Characterizing vulnerabilities to climate change across the United States at the census tract scale
This article maps vulnerability at a fine spatial scale within the U.S., showing how climate risks cluster and vary with baseline vulnerabilities. ScienceDirect
Useful if you’re interested in high-resolution spatial analyses of vulnerability, possibly for reference in your library’s geographic outreach or community engagement.
“Mapping social vulnerability indicators to understand the health implications of climate change.” Mapping social vulnerability indicators to understand the health implications of climate change
This scoping review focuses on social indicators of vulnerability to health impacts of climate change (2012-2022). The Lancet
Good if you’re doing research or outreach in public health, community libraries, or stakeholders concerned with societal vulnerability.
“Vulnerability and its discontents: the past, present, and future of vulnerability research in the climate change context.” Vulnerability and its discontents: the past, present, and future of vulnerability research
This paper critically analyses the concept and methodology of vulnerability research — its strengths, omissions, and future directions. SpringerLink
Great for academic or meta-discussion, and for informing how you present vulnerability in library guides or web pages (e.g., conceptual clarity, limitations).
“Multidimensional Scoping Review on Climate Change Vulnerability, Adaptation and Mitigation.” Multidimensional Scoping Review on Climate Change Vulnerability, Adaptation and Mitigation
A recent review that surveys vulnerability stressors (water, agriculture, health, social/gov), and ties vulnerability to adaptation/mitigation strategies. MIT Press Direct
Very relevant if you’re developing web content or an app around “image accessibility text” or library outreach on climate resilience.
“Global Research Landscape of Climate Change, Vulnerability, and Islands.” Global Research Landscape of Climate Change, Vulnerability, and Islands
A bibliometric study analysing publication trends in “climate change & vulnerability” especially vis-à-vis islands and vulnerability contexts. MDPI
Useful if your library supports research on small island states or global south vulnerability topics.
“Climate change effects on vulnerable populations in the global South: women and children’s vulnerability.” Climate change effects on vulnerable populations in the global South: women and children’s vulnerability
Focuses on gender and age vulnerability in climate change for women, children and girls, especially in contexts where government/institutional support is limited. SpringerLink
That can inform your library’s equity/accessibility work.
“Measuring climate risks: A new multidimensional index for global vulnerability and lack of resilience.” Measuring climate risks: A new multidimensional index for global vulnerability and lack of resilience
Presents a new index framework that incorporates resilience and vulnerability across countries. ScienceDirect
Good for researchers or data-driven library guides.
For your library website: create a special “Climate Change Vulnerability” guide/page that links to these key articles (and possibly provides alt-text summaries for each).
For your CSS/Bootstrap/a11y work: you might extract key visuals (charts/maps) from these reports to include with alt text in web features.
For your LibAnswers/Teams bot: you could program it to fetch summaries or quick definitions from these resources (e.g., define “vulnerability” in climate change, highlight key regions, etc.).
For accessibility: ensure any images (maps of vulnerability, charts) from these works are accompanied by good alt text summarizing what the visual shows (e.g., “Map of U.S. census tracts showing clusters of high climate vulnerability in red”).
When you’re reviewing HTML/CSS on the library home page: you could add a “Featured Research” card linking to one of these articles, styled with Bootstrap + custom CSS, ensuring the link and description are accessible (aria labels, readable fonts, contrast).
Prompt: need articles about climate change vulnerability
Here are several recent and authoritative articles on climate change vulnerability, covering health, social, and ecological dimensions.
Hybridization helps mountain birds adapt to climate change Research from the Chinese Academy of Sciences shows how genetic introgression among bird species in the Sino-Himalayan mountains may help them adapt to climate stress.
Pope Leo XIV calls for urgent climate action At COP30 in Brazil, the Pope emphasized that one in three people live in great vulnerability due to climate change, highlighting floods, droughts, and storms as urgent signals.
Climate solutions for local and regional peace (UNEP) UNEP reports that over 3 billion people live in climate-vulnerability hotspots, many in fragile or conflict-affected regions. Climate change acts as a “threat multiplier,” worsening water scarcity and displacement.
Mapping social vulnerability indicators (The Lancet) A systematic study explores how social vulnerability influences health impacts of climate change, stressing the need for better measurement tools.
U.S. Climate Vulnerability Index An interactive tool ranking 70,000+ U.S. Census tracts by climate risk, helping policymakers identify communities most at risk.
Climate Change and Human Health: Who’s Most at Risk? (EPA) The EPA outlines determinants of vulnerability, showing how exposure, sensitivity, and adaptive capacity vary across populations.
Investigating Vulnerability, Adaptation, and Resilience (MDPI) A comprehensive review of methods to assess vulnerability and resilience in climate-affected areas.
Who’s Really Most Vulnerable? (Center for Global Development) Analysis comparing Small Island Developing States (SIDS) and Least Developed Countries (LDCs), showing differences in vulnerability indices and adaptation finance needs.
Biodiversity & ecosystems: Studies show species are adapting in unexpected ways, but many remain at risk.
Human health & equity: Vulnerability is uneven, with marginalized groups facing disproportionate impacts.
Global hotspots: Billions live in regions where climate change intersects with poverty and conflict.
Policy tools: Indices like the U.S. Climate Vulnerability Index provide actionable data for resilience planning.
Prompt: how about a list of the links
Here’s a consolidated list of direct links to recent and authoritative articles and resources on climate change vulnerability:
Pope Leo decries lack of political will on climate change (Manila Times)
Hybridization helps mountain birds adapt to climate change (Phys.org)
Pope Leo XIV calls for urgent climate action (ABC News)
Pope warns climate change is moving faster than political will (Anadolu Agency)
“Window Is Closing”: Pope Calls For Concrete Actions On Climate Change (NDTV)
Mapping social vulnerability indicators to understand health impacts (The Lancet)
U.S. Climate Vulnerability Index
Climate Change and the Health of Socially Vulnerable People (EPA)
Where will climate change hit hardest? Global index reveals vulnerability (Earth.com)
Multidimensional Scoping Review on Climate Change Vulnerabilities (MIT Press)
note: when copying the list of links from copilot it only copied the text, could not get the links copied by highlighting. also was not signed in on copilot. searches would not be saved.
Prompt: need articles about climate change vulnerability
Here are several authoritative articles and reports that explore climate change vulnerability from different perspectives. They cover social, ecological, and global dimensions, including health impacts, adaptation strategies, and the plight of vulnerable nations.
Mapping Social Vulnerability Indicators The Lancet Planetary Health published a study examining how social vulnerability influences health impacts of climate change. It highlights the need for systematic assessments to understand where populations are most at risk.
Climate Change and the Health of Socially Vulnerable People The U.S. Environmental Protection Agency (EPA) outlines how certain groups—such as low-income communities, rural residents, and immigrants—face disproportionate health risks from climate hazards like extreme heat, flooding, and air pollution.
Who’s Really Most Vulnerable? The Center for Global Development explores vulnerability indices, comparing Small Island Developing States (SIDS) and Least Developed Countries (LDCs). While SIDS are visibly threatened by sea-level rise and cyclones, the analysis shows LDCs often rank higher in vulnerability due to systemic poverty and limited adaptive capacity.
Multidimensional Scoping Review on Climate Change Vulnerabilities Published in the Journal of Climate Resilience and Climate Justice (MIT Press), this review discusses how climate change drives infectious disease spread, heat-related mortality, and displacement of over 17 million people worldwide due to climate-related disasters.
IPCC Sixth Assessment Report (Working Group II) The Intergovernmental Panel on Climate Change (IPCC) provides the most comprehensive global assessment of climate change impacts, adaptation, and vulnerability. It details risks to ecosystems, biodiversity, and human communities, and evaluates limits to adaptation.
Pope Leo XIV at COP30 emphasized that “one in three people live in great vulnerability because of climate changes”, urging urgent political action to protect those most exposed.
A scientific study found that hybridization among mountain bird species may help them adapt to climate change, offering insights into biodiversity resilience.
Social vulnerability (income, healthcare access, housing) strongly shapes climate risk.
Geographic vulnerability is critical: SIDS face existential threats from rising seas, while LDCs struggle with systemic poverty and limited adaptation finance.
Health impacts include heat stress, disease spread, and displacement.
Global governance (IPCC, COP negotiations) stresses urgent adaptation and mitigation to protect the most vulnerable.
Would you like me to summarize these into a comparative table (e.g., health, geographic, ecological vulnerabilities) so you can quickly see how different groups are affected?
Sources:
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