Sustainability and Artificial Intelligence: Research Overview of Intersections and Applications
A bibliometric analysis of 541 research papers from the Web of Science database examines how artificial intelligence and sustainability research intersect as complex, interconnected challenges. The study identifies key topics, journals, and concepts bridging multiple disciplines in green and sustainable technology. The findings suggest expanding the AI for sustainable development community across new application areas and institutions.
Researchers conducted a systematic review of 541 bibliographic records to map the intersection between artificial intelligence and sustainability research. Both fields increasingly recognize wicked problems—complex, interconnected, and dynamic challenges—as central to their work. The analysis reveals a growing body of research on green and sustainable science and technology that bridges various academic disciplines and identifies key journals and concepts in the field. The study characterizes these intersections as necessary (addressing real sustainability challenges), challenging (due to complexity), and promising (offering potential solutions). The authors conclude by recommending strategies to diversify and expand the community of practice in AI for sustainable development, particularly by identifying new application areas and engaging additional institutions.
What's missing
The paper does not provide specific examples of AI applications in sustainability, detailed findings on which application areas show most promise, or quantitative metrics on how the intersection of AI and sustainability research has grown over time.
What different sources said
- arXiv cs.AICenter
Sustainability and Artificial Intelligence: Necessary, Challenging, and Promising Intersections
Related
Gut Bacteria Enzyme Found to Break Down Heat-Processed Food Compounds, Producing Novel Biogenic Amines
Researchers have discovered that an enzyme in common gut bacteria can degrade N-epsilon-carboxymethyllysine (CML), a compound formed during thermal food processing, producing previously unknown biogenic amines. The enzyme, ornithine decarboxylase SpeC from enterobacteria, acts on CML and related modified lysine derivatives through a low-level 'underground' catalytic activity. This finding suggests a previously unrecognized communication axis between thermally processed dietary compounds and gut microbial physiology, with potential implications for host health.
Full-Length Gene Sequencing Reveals Two Distinct Bacterial Communities in Black-Legged Ticks Expanding Into Canada
Researchers used Oxford Nanopore full-length 16S rRNA gene sequencing to characterize the microbiome of Ixodes scapularis black-legged ticks collected in Nova Scotia, Canada, distinguishing between tick-adapted bacteria and environmentally acquired bacteria. The study comes as I. scapularis — the primary vector of Lyme disease — is rapidly expanding northward into Canada due to climate change. The findings suggest that environmentally derived bacteria in tick microbiomes are not mere contamination, which has implications for how tick microbiome data is collected and interpreted across surveillance studies.
Study Identifies Metabolic Link Between Cell Envelope Stress and Biofilm Formation in Bacteria
Researchers have discovered that the metabolite acetyl-CoA directly inhibits enzymes that degrade the bacterial signaling molecule c-di-GMP, connecting cell envelope biosynthesis stress to biofilm formation in Pseudomonas aeruginosa. The study found that sub-inhibitory concentrations of antibiotics targeting early peptidoglycan biosynthesis — but not other antibiotic classes — elevate c-di-GMP levels by reducing phosphodiesterase activity, with acetyl-CoA competing for the enzyme active site. Because the relevant enzyme domain is broadly conserved across bacterial species, this checkpoint mechanism may be widespread and could have implications for understanding antibiotic-induced biofilm responses.