Peer-reviewed studyPNAS
Vulnerability of informal settlements varies widely across Global South cities
A peer-reviewed study in PNAS, by Mingxing Chen and colleagues, maps informal settlements in 1,914 cities of the Global South using satellite imagery and deep learning. It finds that they cover about 12.94% of urban areas, with sub-Saharan African cities the most vulnerable and East Asian cities showing relatively low vulnerability.
- Published
- Oct 12, 2026
DOI 10.1073/pnas.2523034123
Preprint, not peer-reviewedChemRxiv
Preprint proposes a bionic metasurface processor for low-energy computing
A preprint, not yet reviewed by other scientists, describes a bionic computing system built on a metasurface array with electromagnetic controls, which the authors say could compute with very low energy use. The paper describes a design and an expected integration with DNA computing, so these are claims about a proposed system rather than demonstrated results.
- Published
- Oct 13, 2026
DOI 10.26434/chemrxiv.10001688/v2
Preprint, not peer-reviewedbioRxiv
Preprint links sustainable choices to alignment of self and other values
A preprint, not yet reviewed by other scientists, reports seven experiments across four studies, with a total sample of 1,386, on how people make sustainable decisions. The authors found that sustainable choices were more often made when they seemed mutually beneficial, and that intranasal oxytocin increased sustainable choices relative to placebo.
- Published
- Oct 13, 2026
DOI 10.64898/2026.10.13.758411
Peer-reviewed studyNature
Year-long blind test shows satellites can accurately detect methane emissions
A peer-reviewed study in Nature reports a year-long single-blind test of space-based methane detection. It finds that multiple satellites can accurately detect and quantify methane emissions from point sources.
- Published
- Oct 14, 2026
DOI 10.1038/s41586-026-11115-0
Peer-reviewed studyNature
Machine learning method improves weather forecasts two to six weeks ahead
A peer-reviewed study in Nature describes an AI framework, probabilistic bias correction, that corrects weather forecast errors 2 to 6 weeks ahead. The abstract reports that it boosts forecast skill and is promising for improved extreme weather prediction.
- Published
- Oct 14, 2026
DOI 10.1038/s41586-026-11126-x
Peer-reviewed studyNature
Study finds microplastics spontaneously generate reactive oxygen species
A peer-reviewed study in Nature reports that commodity microplastics show intrinsic chemical activity at water interfaces, including spontaneous generation of reactive oxygen species. The abstract says this challenges the view that plastics are inert and has implications for human health and the environment.
- Published
- Oct 14, 2026
DOI 10.1038/s41586-026-11141-y
Preprint, not peer-reviewedChemRxiv
Preprint links grain size to degradation in high-nickel battery cathodes
A preprint, not yet reviewed by other scientists, compares two battery cathodes with different grain sizes and finds the fine-grained one keeps its structure better over 100 cycles. The authors report 13% higher capacity retention for the fine-grained cathode, even though it shows more crystal misorientation, while the coarse-grained cathode suffers extensive intergranular cracking.
- Published
- Oct 14, 2026
DOI 10.26434/chemrxiv.15010466/v1
Preprint, not peer-reviewedChemRxiv
Preprint reports ultrathin electrodes for hydrogen production from water
A preprint, not yet reviewed by other scientists, describes a monolayer MoS2 photoelectrode with plasmonic enhancement that the authors say stays stable in neutral water under one-sun illumination. The authors report up to 2.7 times more photocurrent and estimate that hydrogen could cost less than $1 per kilogram at 3.4% solar-to-hydrogen efficiency, though these are their own projections.
- Published
- Oct 14, 2026
DOI 10.26434/chemrxiv.15010471/v1
AnnouncementMIT News
MIT News reports a machine-learning gain for forecasts two to six weeks out
MIT News reports that a new machine-learning approach broke records for weather forecasting over two to six weeks, a time frame important to emergency planning. This is the institution's own account of the work, so its claims are attributed to it.
- Published
- Oct 14, 2026
AnnouncementPew Research Center
44% of Americans had trouble paying for a basic necessity in the past year
Pew Research Center reports that 44% of Americans had trouble paying for a basic necessity in the past year, with lower-income adults hit hardest. The announcement is the research center's own account of the findings.
- Published
- Oct 14, 2026