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1

Using Regionalized Air Quality Model Performance and Bayesian Maximum Entropy data fusion to map global surface ozone concentration

Becker, Jacob S.
2023

Elementa, 11 (2023) 1, S. 00025

OpenAccess

2

Journal Article

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

Leufen, Lukas Hubert
2023

Artificial Intelligence for the Earth Systems, 2 (2023) 3, S. 1 - 16

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3

Dissertation / PhD Thesis

Mapping and Interpolation of Tropospheric Ozone Data with Machine Learning Methods

Betancourt, Clara
2023

OpenAccess

4

Journal Article

Graph Machine Learning for Improved Imputation of Missing Tropospheric Ozone Data

Betancourt, Clara
2023

Environmental science & technology, 57 (2023) S. 18246-18258

OpenAccess

5

Preprint

Global, high-resolution mapping of tropospheric ozone – explainable machine learning and impact of uncertainties

Betancourt, Clara
2022

Geoscientific model development discussions (2022)

OpenAccess

6

Preprint

Temperature forecasting by deep learning methods

Gong, Bing
2022

Geoscientific model development (2022)

OpenAccess

7

Journal Article

Artificial intelligence for air quality

Schultz, Martin
2022

The project repository journal, 12 (2022) 1, S. 70 - 73

OpenAccess

8

Journal Article

Global, high-resolution mapping of tropospheric ozone – explainable machine learning and impact of uncertainties

Betancourt, Clara
2022

Geoscientific model development, 15 (2022) 11, S. 4331 - 4354

OpenAccess

9

Journal Article

Temperature forecasting by deep learning methods

Gong, Bing
2022

Geoscientific model development, 15 (2022) 23, S. 8931 - 8956

OpenAccess

10

Poster

Geodata enrichment for air quality

Selke, Niklas
2022

OpenAccess

11

Journal Article

Editors’ Note: Special Issue on Canonical Workflow Frameworks for Research

Wittenburg, Peter
2022

Data Intelligence, 4 (2022) 2, S. 149 - 154

OpenAccess

12

Conference Presentation

TOAR-II Overview and Database

Cooper, Owen
2022

OpenAccess

13

Conference Presentation

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

Schröder, Sabine
2022

OpenAccess

14

Journal Article

Advancing caching and automation with FDO

Mozaffari, Amirpasha
2022

Research ideas and outcomes, 8 (2022) S. e94856

OpenAccess

15

Journal Article

Representing chemical history in ozone time-series predictions – a model experiment study building on the MLAir (v1.5) deep learning framework

Kleinert, Felix
2022

Geoscientific model development, 15 (2022) 23, S. 8913 - 8930

OpenAccess

16

Poster

Advancing FAIRness for global air quality data analyses

Mozaffari, Amirpasha
2022

OpenAccess

17

Journal Article

Canonical Workflows to Make Data FAIR

Wittenburg, Peter
2022

Data Intelligence, 4 (2022) 2, S. 286–305

OpenAccess

18

Journal Article

Explainable Machine Learning Reveals Capabilities, Redundancy, and Limitations of a Geospatial Air Quality Benchmark Dataset

Stadtler, Scarlet
2022

Machine learning and knowledge extraction, 4 (2022) 1, S. 150 - 171

OpenAccess

19

Journal Article

Enabling Canonical Analysis Workflows:Documented Data Harmonization on Global Air Quality Data

Schröder, Sabine
2022

Data Intelligence, 4 (2022) 2, S. 259 - 270

OpenAccess OpenAccess

20

Journal Article

Exploring decomposition of temporal patterns to facilitate learning of neural networks for ground-level daily maximum 8-hour average ozone prediction

Leufen, Lukas Hubert
2022

Environmental data science, 1 (2022) S. e10

OpenAccess

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