JuLib | Articles & more - {"Earth System Data Exploration"}

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

“...Earth System Data Exploration...”
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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

“...Earth System Data Exploration...”
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3

Journal Article

Advancing caching and automation with FDO

Mozaffari, Amirpasha
2022

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

“...Earth System Data Exploration...”
OpenAccess

4

Journal Article

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

Wittenburg, Peter
2022

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

“...Earth System Data Exploration...”
OpenAccess

5

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

“...Earth System Data Exploration...”
OpenAccess

6

Preprint

Temperature forecasting by deep learning methods

Gong, Bing
2022

Geoscientific model development (2022)

“...Earth System Data Exploration...”
OpenAccess

7

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

“...Earth System Data Exploration...”
OpenAccess

8

Journal Article

Temperature forecasting by deep learning methods

Gong, Bing
2022

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

“...Earth System Data Exploration...”
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

“...Earth System Data Exploration...”
OpenAccess

10

Conference Presentation

TOAR-II Overview and Database

Cooper, Owen
2022

“...Earth System Data Exploration...”
OpenAccess

11

Poster

Advancing FAIRness for global air quality data analyses

Mozaffari, Amirpasha
2022

“...Earth System Data Exploration...”
OpenAccess

12

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

“...Earth System Data Exploration...”
OpenAccess

13

Conference Presentation

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

Schröder, Sabine
2022

“...Earth System Data Exploration...”
OpenAccess

14

Book

Final report of the DeepRain project - Abschlußbericht des DeepRain Projektes

Schultz, Martin
2022

“...Earth System Data Exploration...”
OpenAccess

15

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

“...Earth System Data Exploration...”
OpenAccess

16

Journal Article

Artificial intelligence for air quality

Schultz, Martin
2022

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

“...Earth System Data Exploration...”
OpenAccess

17

Poster

Geodata enrichment for air quality

Selke, Niklas
2022

“...Earth System Data Exploration...”
OpenAccess

18

Conference Presentation

Statistical Downscaling of Surface Temperature and Precipitation with Deep Neural Networks

Gong, Bing
2022

“...Earth System Data Exploration...”
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19

Journal Article

Canonical Workflows to Make Data FAIR

Wittenburg, Peter
2022

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

“...Earth System Data Exploration...”
OpenAccess

20

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

“...Earth System Data Exploration...”
OpenAccess

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