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1

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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2

Poster

How can society benefit from the DestinE digital twins in view of air pollution extreme events?

Lange, Anne Caroline
2023

3

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

4

Journal Article

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

5

Journal Article

Generating Views Using Atmospheric Correction for Contrastive Self-Supervised Learning of Multispectral Images

Patnala, Ankit
2023

IEEE geoscience and remote sensing letters, 20 (2023) 2502305, S. 1 - 5

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6

Contribution to a book
Contribution to a conference proceedings

End-to-End Process Orchestration of Earth Observation Data Workflows with Apache Airflow on High Performance Computing

Tian, Liang
2023

OpenAccess

7

Conference Presentation

DestinE-AQ: High-resolution air quality forecast, analysis, and scenario simulations coupled to the Digital Twin of DestinE

Lange, Anne Caroline
2023

8

Journal Article

Artificial intelligence for air quality

Schultz, Martin
2022

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

OpenAccess

9

Poster

Geodata enrichment for air quality

Selke, Niklas
2022

OpenAccess

10

Journal Article

How to develop new digital knowledge transfer products for communicating strategies and new ways towards a carbon-neutral Germany

Preuschmann, Swantje
2022

Advances in science and research, 19 (2022) S. 51 - 71

OpenAccess

11

Conference Presentation

GAN-based video prediction model for precipitation nowcasting

Ji, Yan
2022

12

Journal Article

Advancing caching and automation with FDO

Mozaffari, Amirpasha
2022

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

OpenAccess

13

Book

Final report of the DeepRain project - Abschlußbericht des DeepRain Projektes

Schultz, Martin
2022

OpenAccess

14

Journal Article

HPC-oriented Canonical Workflows for Machine Learning Applications in Climate and Weather Prediction

Mozaffari, Amirpasha
2022

Data Intelligence, 4 (2022) 2, S. 271-285

OpenAccess

15

Poster

Stochastic downscaling of meteorological fields with deep neural networks

Langguth, Michael
2022

OpenAccess

16

Conference Presentation

Stochastic downscaling of the 2m temperature with a generative adversarial network (GAN)

Langguth, Michael
2022

OpenAccess OpenAccess

17

Preprint

Temperature forecasting by deep learning methods

Gong, Bing
2022

Geoscientific model development (2022)

OpenAccess

18

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

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

Preprint

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 discussions, 2022 (2022) S. 1-27

OpenAccess

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