Toward Explainable and Transferable Deep Downscaling of Atmospheric Pollutants

Author:

Ashiotis Giannis1ORCID,Georgiades Pantelis1ORCID,Christoudias Theodoros2ORCID,Nicolaou Mihalis A.1

Affiliation:

1. Computation-based Science and Technology Research Center (CaSToRC) - The Cyprus Institute - 2121, icosia, Cyprus

2. Climate and Atmosphere Research Centre (CAREC) - The Cyprus Institute - 2121, Nicosia, Cyprus

Funder

Cyprus Research and Innovation Foundation

Cyclone From the Cyprus Institute

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Geotechnical Engineering and Engineering Geology

Reference14 articles.

1. AI for air quality: Leveraging data fusion for deep downscaling of atmospheric pollutants;ashiotis;Proc MACLEAN Mach Learn EArth Observ Workshop Conjunct ECML/PKDD Eur Conf Mach Learn Princ Pract Knowl Discovery Databases,2022

2. Challenges in the assimilation of mobile sensors data for urban air quality–analysis of a Paris study;otalora;Proc Abstracts 12th Int Conf Air Quality Sci Appl,2020

3. EfficientNet: Rethinking model scaling for convolutional neural networks;tan;arXiv 1905 11946,2019

4. High-resolution air-quality modeling in urban areas—A case study for the city of leipzig;heinold;Air Pollution Modeling and Its Application XV,2021

5. O3ResNet: A Deep Learning–Based Forecast System to Predict Local Ground-Level Daily Maximum 8-Hour Average Ozone in Rural and Suburban Environments

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