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Black carbon lofts wildfire smoke high into the stratosphere to form a persistent plume

2019· article· en· 395 citations· W2966888052 on OpenAlex· 10.1126/science.aax1748

Why is this work in the frame?

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

About CanadaIts subject is Canada, wherever its authors sit.

No Canadian affiliation. An affiliation-only frame — the usual design — would never have seen this work. It is one of the works that make the case for inverting the frame.

Machine scores (provisional)

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Opus teacher head0.008
GPT teacher head0.200
Teacher spread
0.191 · how far apart the two teachers sit on this one work
Validation status
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Abstract

In 2017, western Canadian wildfires injected smoke into the stratosphere that was detectable by satellites for more than 8 months. The smoke plume rose from 12 to 23 kilometers within 2 months owing to solar heating of black carbon, extending the lifetime and latitudinal spread. Comparisons of model simulations to the rate of observed lofting indicate that 2% of the smoke mass was black carbon. The observed smoke lifetime in the stratosphere was 40% shorter than calculated with a standard model that does not consider photochemical loss of organic carbon. Photochemistry is represented by using an empirical ozone-organics reaction probability that matches the observed smoke decay. The observed rapid plume rise, latitudinal spread, and photochemical reactions provide new insights into potential global climate impacts from nuclear war.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

The record

Venue
Science
Topic
Atmospheric chemistry and aerosols
Field
Earth and Planetary Sciences
Canadian institutions
Funders
University of Colorado BoulderNational Oceanic and Atmospheric AdministrationOpen Philanthropy ProjectColorado State UniversityLangley Research CenterOffice of ScienceNational Aeronautics and Space AdministrationU.S. Department of EnergyNational Science Foundation
Keywords
StratosphereSmokePlumeAtmospheric sciencesCarbon blackEnvironmental scienceCarbon fibersOzoneClimatologyMeteorologyPhotochemistryChemistryPhysicsGeologyMaterials science
Has abstract in OpenAlex
yes