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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

Graph Machine Learning for Improved Imputation of Missing Tropospheric Ozone Data

Betancourt, Clara
2023

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

OpenAccess

3

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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4

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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5

Journal Article

Advancing caching and automation with FDO

Mozaffari, Amirpasha
2022

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

OpenAccess

6

Journal Article

Temperature forecasting by deep learning methods

Gong, Bing
2022

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

OpenAccess

7

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

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

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

10

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

11

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

12

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

13

Journal Article

Artificial intelligence for air quality

Schultz, Martin
2022

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

OpenAccess

14

Journal Article

MLAir (v1.0) – a tool to enable fast and flexible machine learning on air data time series

Leufen, Lukas Hubert
2021

Geoscientific model development, 14 (2021) 3, S. 1553 - 1574

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15

Journal Article

AQ-Bench: a benchmark dataset for machine learning on global air quality metrics

Betancourt, Clara
2021

Earth system science data, 13 (2021) 6, S. 3013 - 3033

OpenAccess

16

Journal Article

Context aware benchmarking and tuning of a TByte-scale air quality database and web service

Betancourt, Clara
2021

Earth science informatics, 14 (2021) S. 1597-1607

OpenAccess

17

Journal Article

IntelliO3-ts v1.0: a neural network approach to predict near-surface ozone concentrations in Germany

Kleinert, Felix
2021

Geoscientific model development, 14 (2021) 1, S. 1 - 25

OpenAccess

18

Journal Article

Trend detection of atmospheric time series

Chang, Kai-Lan
2021

Elementa, 9 (2021) 1, S. 00035

OpenAccess

19

Journal Article

Can deep learning beat numerical weather prediction?

Schultz, Martin
2021

Philosophical transactions of the Royal Society of London / A, 379 (2021) 2194, S. 20200097

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20

Journal Article

Mapping Yearly Fine Resolution Global Surface Ozone through the Bayesian Maximum Entropy Data Fusion of Observations and Model Output for 1990–2017

DeLang, Marissa N.
2021

Environmental science & technology, 55 (2021) 8, S. 4389 - 4398

Get full text Published on 2021-03-08. Available in OpenAccess from 2022-03-08.

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