Results 1 to 10 of about 5,065,001 (242)

Comparing Unique Title Coverage of Web of Science and Scopus in Earth and Atmospheric Sciences.

open access: hybridIssues in Science and Technology Librarianship, 2012
The current journal titles in earth and atmospheric sciences, that are unique to each of two databases, Web of Science and Scopus, were identified using different methods.
Philip Barnett, Claudia Lascar
doaj   +3 more sources

Self-Organizing Maps: A Powerful Tool for the Atmospheric Sciences

open access: hybrid, 2012
Self-organizing maps (SOMs) are a powerful tool used to extract obscure diagnostic infor‐ mation from large datasets. In the context of issues related to threats from greenhouse-gasinduced global climate change, SOMs have recently found their way into ...
Natasa Skific, Jennifer A. Francis
openalex   +3 more sources

A revised lower estimate of ozone columns during Earth’s oxygenated history [PDF]

open access: yesRoyal Society Open Science, 2021
The history of molecular oxygen (O2) in Earth’s atmosphere is still debated; however, geological evidence supports at least two major episodes where O2 increased by an order of magnitude or more: the Great Oxidation Event (GOE) and the Neoproterozoic ...
G. Cooke   +15 more
semanticscholar   +1 more source

A Machine Learning Explainability Tutorial for Atmospheric Sciences

open access: yesArtificial Intelligence for the Earth Systems, 2023
With increasing interest in explaining machine learning (ML) models, this paper synthesizes many topics related to ML explainability. We distinguish explainability from interpretability, local from global explainability, and feature importance versus ...
Montgomery L. Flora   +3 more
semanticscholar   +1 more source

Limitations of XAI methods for process-level understanding in the atmospheric sciences

open access: yesArtificial Intelligence for the Earth Systems, 2023
Explainable Artificial Intelligence (XAI) methods are becoming popular tools for scientific discovery in the Earth and atmospheric sciences. While these techniques have the potential to revolutionize the scientific process, there are known limitations ...
Sam J. Silva, Christoph A. Keller
semanticscholar   +1 more source

Challenges and benchmark datasets for machine learning in the atmospheric sciences: Definition, status and outlook

open access: yesArtificial Intelligence for the Earth Systems, 2022
Benchmark datasets and benchmark problems have been a key aspect for the success of modern machine learning applications in many scientific domains.
P. Dueben   +5 more
semanticscholar   +1 more source

A Primer on Phased Array Radar Technology for the Atmospheric Sciences

open access: yesBulletin of The American Meteorological Society - (BAMS), 2022
The scientific community has expressed interest in the potential of phased array radars (PARs) to observe the atmosphere with finer spatial and temporal scales.
R. Palmer   +20 more
semanticscholar   +1 more source

Atmospheric Sciences Perspectives on Integrated, Coordinated, Open, Networked (ICON) Science

open access: yesEarth and Space Science, 2022
This collaborative article discusses the opportunities and challenges of adopting integrated, coordinated, open, and networked (ICON) principles in atmospheric sciences.
P. D. Blanken   +11 more
doaj   +1 more source

The Flux‐Differencing Discontinuous Galerkin Method Applied to an Idealized Fully Compressible Nonhydrostatic Dry Atmosphere

open access: yesJournal of Advances in Modeling Earth Systems, 2023
Dynamical cores used to study the circulation of the atmosphere employ various numerical methods ranging from finite‐volume, spectral element, global spectral, and hybrid methods.
A. N. Souza   +16 more
doaj   +1 more source

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