JuLib | Articles & more

1

Conference Presentation

TOAR-II Data

Schultz, Martin
2021

2

Talk (non-conference)

Deep Learning for Air Quality and Weather Forecasting

Schultz, Martin
2021

3

Conference Presentation

Deep Learning for Air Quality and Weather Forecasting

Schultz, Martin
2021

4

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

Get full text OpenAccess

5

Conference Presentation

Deep Learning for weather forecasts

Ji, Yan
2021

Get full text OpenAccess

6

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.

7

Journal Article

Trend detection of atmospheric time series

Chang, Kai-Lan
2021

Elementa, 9 (2021) 1, S. 00035

OpenAccess

8

Abstract

Representing chemical history for ozone time-series predictions - a method development study for deep learning models

Kleinert, Felix
2021

OpenAccess

9

Abstract

Global fine resolution mapping of ozone metrics through explainable machine learning

Betancourt, Clara
2021

OpenAccess

10

Conference Presentation

The TOAR database: metadata harmonization and data quality assurance on global air quality data

Selke, Niklas
2021

OpenAccess

11

Poster

The TOAR database: data harmonization and quality assurance on global air quality data

Selke, Niklas
2021

OpenAccess

12

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

13

Conference Presentation

Global fine resolution mapping of ozone metrics through explainable machine learning

Betancourt, Clara
2021

OpenAccess

14

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

15

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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16

Contribution to a book
Contribution to a conference proceedings

JUWELS Booster – A Supercomputer for Large-Scale AI Research

Kesselheim, Stefan
2021

OpenAccess

17

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

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