Skip to main content
European Commission logo print header

Artificial Intelligence for Air Quality

Resultado final

Data Management Plan (DMP)

A document describing the data management strategy with respect to Open data provision

Publicaciones

Near-surface temperature forecasting by deep learning

Autores: Gong, Bing; Langguth, Michael; Mozaffari, Amirpasha; Ji, Yianing ; Stadtler, Scarlet; Mache, Karim; Schultz, Martin
Publicado en: ML for Earth System Modelling and Analytics workshop 2021, online, Germany,, 2021
Editor: Forschungszentrum Jülich

Performance analysis and optimization of a TByte-scale atmospheric observation database

Autores: Clara Betancourt; Sabine Schröder; Björn Hagemeier; Martin Schultz
Publicado en: EGU2020: Sharing Geoscience Online, EGU2020, online, online conference, 2020-05-04 - 2020-05-08, 2020
Editor: Copernicus
DOI: 10.5194/egusphere-egu2020-13637

A Statistical Model for Automated Quality Assessment of the TOAR-II

Autores: Najmeh Kaffashzadeh; Kai-Lan Chang; Sabine Schröder; Martin G. Schultz
Publicado en: "EGU2020: Sharing Geoscience Online, #shareEGU20, Vienna, Austria, 2020-05-04 - 2020-05-08", 2020
Editor: Copernicus
DOI: 10.5194/egusphere-egu2020-13357

TOAR-II data portal for global measurements of ozone and its precursors

Autores: Schröder, Sabine; Mozaffari, Amirpasha; Romberg, Mathilde; Selke, Niklas; Leufen, Lukas Hubert; Ahring, Jessica; Schultz, Martin
Publicado en: CEOS Atmospheric Composition Virtual Constellation AC-VC-18, virtual, Belgium, 2022
Editor: Forschungszentrum Jülich

Global fine resolution mapping of ozone metrics through explainable machine learning

Autores: Clara Betancourt; Scarlet Stadtler; Timo Stomberg; Ann-Kathrin Edrich; Ankit Patnala; Ribana Roscher; Julia Kowalski; Martin G. Schultz
Publicado en: EGU General Assembly 2021, vEGU21, Online, Online, 2021-04-19 - 2021-04-30, 2021
Editor: Copernicus
DOI: 10.13140/rg.2.2.17134.13123

FAIRness in the multi-service data infrastructure of the Tropospheric Ozone Assessment Report (TOAR) and Artificial Intelligence for Air Quality (IntelliAQ) project

Autores: Amirpasha Mozaffari; Schröder, Sabine; Apweiler, Sander; Rajveer Saini; Hagemeier, Björn; Schultz, Martin G.
Publicado en: RDA Deutschland Tagung 2020, Berlin, Germany, 2020-02-25 - 2020-02-27, Issue 1, 2020
Editor: Research Data Alliance
DOI: 10.13140/rg.2.2.24046.13123

Enhancing FAIRness of global air quality data: The Tropospheric Ozone Assessment Report database

Autores: Schröder, Sabine. Apweiler, Sander. Saini, Rajveer. Hagemeier, Björn. Schultz, Martin. G.
Publicado en: Enhancing FAIRness of global air quality data: The Tropospheric Ozone Assessment Report database, 2019
Editor: Zenodo
DOI: 10.5281/zenodo.3549626

Automatic quality control and quality control schema in the Observation to Archive

Autores: Silva, Brenner; Kaffashzadeh, Najmeh; Nixdorf, Erik; Immoor