JuLib | Articles & more

1

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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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

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

4

Journal Article

Artificial intelligence for air quality

Schultz, Martin
2022

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

OpenAccess

5

Journal Article

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

Wittenburg, Peter
2022

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

OpenAccess

6

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

7

Journal Article

Advancing caching and automation with FDO

Mozaffari, Amirpasha
2022

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

OpenAccess

8

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

9

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

10

Conference Presentation

GAN-based video prediction model for precipitation nowcasting

Ji, Yan
2022

11

Preprint

Temperature forecasting by deep learning methods

Gong, Bing
2022

Geoscientific model development (2022)

OpenAccess

12

Poster

Advancing FAIRness for global air quality data analyses

Mozaffari, Amirpasha
2022

OpenAccess

13

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

14

Conference Presentation

Statistical Downscaling of Surface Temperature and Precipitation with Deep Neural Networks

Gong, Bing
2022

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15

Conference Presentation

TOAR-II Overview and Database

Cooper, Owen
2022

OpenAccess

16

Conference Presentation

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

Schröder, Sabine
2022

OpenAccess

17

Conference Presentation

Deep Learning for Weather Forecasting and Climate Prediction

Schultz, Martin
2022

18

Talk (non-conference)

Climbing Mount Exascale with Earth System Models

Schultz, Martin
2022

19

Journal Article

3-D Electromagnetic Modeling Explains Apparent-Velocity Increase in Crosshole GPR Data-Borehole Fluid Effect Correction Method Enables to Incorporating High-Angle Traveltime Data

Mozaffari, Amirpasha
2022

IEEE transactions on geoscience and remote sensing, 60 (2022) S. 1 - 10, Art no. 5905710

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20

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

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