Data Analysis in Atmospheric Research
A special issue of Atmosphere (ISSN 2073-4433). This special issue belongs to the section "Atmospheric Techniques, Instruments, and Modeling".
Deadline for manuscript submissions: 17 April 2025 | Viewed by 2340
Special Issue Editors
Interests: geospatial big data and machine learning; air quality simulation; spatial econometrics model; urban studies
Interests: multi-source data fusion; analysis of big data; spatial data deep learning
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
Recently, with the advancement of technology, multi-source data applications in environment protection are becoming increasingly popular. We are pleased to announce a Special Issue dedicated to exploring the latest advancements in the field of multi-source data fusion and atmospheric research analysis.
The aim of this Special Issue is to showcase cutting-edge research, data science, methodologies, and practical applications related to the monitoring and assessment of atmospheric research. Original papers on statistical machine learning, spatial econometrics, data science, and time series analysis, including case studies on atmospheric data using both theoretical and empirical approaches, are welcome in this Special Issue. We encourage researchers in the fields of data analysis and atmospheric science to contribute their original work to this Special Issue, thereby promoting interdisciplinary collaboration and driving advancements in this domain.
Topics of interest include, but are not limited to, the following:
- Multi-source data fusion for atmospheric research;
- Big data analysis in atmospheric science;
- Deep learning for predictive modeling in atmospheric science;
- Air quality monitoring using big data;
- Monitoring air quality techniques;
- Simulation, modeling, and optimization;
- Environmental data science;
- Advanced methods;
- Spatial data deep learning;
- The application of satellite products;
- Spatio-temporal analysis.
We look forward to receiving your contributions.
Dr. Zhaoxin Dai
Dr. Qi Zhou
Prof. Dr. Yi Wang
Guest Editors
Manuscript Submission Information
Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All submissions that pass pre-check are peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website.
Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Atmosphere is an international peer-reviewed open access monthly journal published by MDPI.
Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 2400 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.
Keywords
- aerosols
- air quality
- data science
- geospatial and big data analysis
- modeling
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