Predicting membrane protein localization by deep learning on structure and chemistry
Protein Science, Volume 35, Issue 9, September 2026.Abstract It has been known since at least the 1980's that the structure and chemistry of membranes and membrane proteins are matched. Exploiting this fact, a graph neural network model of proteins was trained on experimentally determined membrane protein structures to predict the native membrane environment of transmembrane domains from their structure.
Bivek Pokhrel +3 more
wiley +1 more source
A global chronologically standardised database of high-resolution proxy sea-level reconstructions since 1800 CE. [PDF]
Sci DataWilliams SL +4 more
europepmc +1 more source
Collisionless Shocks: Contemporary State After Three Quarters of a Century of Research
Reviews of Geophysics, Volume 64, Issue 3, September 2026.Abstract The collisionless shock research started in the late 1950s. Since then, plenty of data have been accumulated due to the large number of missions in the heliosphere, providing in situ measurements of the fields and particles. The quality of these measurements has vastly improved, especially in the last two decades.
M. Gedalin +2 more
wiley +1 more source
Acknowledging a Global South phenological science: the use of phenological and meteorological indicators in indigenous knowledge systems in Rural South Africa. [PDF]
Int J BiometeorolMagaya S, Fitchett JM.
europepmc +1 more source
Serpentine Biocrust Microbes Maintain Nitrogen Cycling Under Drought and Heavy Metal Stress
Ecological Research, Volume 41, Issue 5, September 2026.This study highlights the complex interplay between soil geochemistry and moisture availability in shaping microbial communities within wetter and drier serpentine and non‐serpentine biological soil crusts. It demonstrates that both factors influence the structure of nitrogen‐cycling microbial communities and the processes they mediate.
Sandra Barnard +4 more
wiley +1 more source
Candidate Sites for Millimeter and Submillimeter Ground-Based Telescopes: Atmospheric Rating for the Eurasian Submillimeter Telescopes Project. [PDF]
Sensors (Basel)Shikhovtsev AY, Kovadlo PG, Baron P.
europepmc +1 more source
Statistical Study of Betatron and Fermi Electron Acceleration at Dipolarization Fronts
Geophysical Research Letters, Volume 53, Issue 15, 16 August 2026.Abstract Magnetic reconnection jets in Earth's magnetotail are regions of electron heating and acceleration. They are often associated with dipolarization fronts (DFs), which are characterized by sharp increases in the northward magnetic field component Bz ${B}_{z}$.
A. Kolokotronis +5 more
wiley +1 more source
Efficient Multi-Threaded Data Starting Point Matching Method for Space Target Cataloging. [PDF]
Sensors (Basel)Sun J, Kang Z, Li Z, Fan C.
europepmc +1 more source
Geophysical Research Letters, Volume 53, Issue 15, 16 August 2026.Abstract Submarine groundwater discharge (SGD), an important component of coastal water and nutrient budgets, is challenging to monitor and predict in the Arctic given the remoteness and harsh conditions. Here, we used explainable artificial intelligence to quantify the time‐varying importance of hydroclimatic and oceanic drivers of SGD at an Arctic ...
Cansu Demir +5 more
wiley +1 more source