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

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

“...Earth System Data Exploration...”
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2

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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3

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

“...Earth System Data Exploration...”
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4

Conference Presentation

TOAR-II Overview and Database

Cooper, Owen
2022

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

5

Poster

Stochastic downscaling of meteorological fields with deep neural networks

Langguth, Michael
2022

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

6

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

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

7

Conference Presentation

Deep Learning for Weather Forecasting and Climate Prediction

Schultz, Martin
2022

“...Earth System Data Exploration...”

8

Talk (non-conference)

Climbing Mount Exascale with Earth System Models

Schultz, Martin
2022

“...Earth System Data Exploration...”

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

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

10

Journal Article

Canonical Workflows to Make Data FAIR

Wittenburg, Peter
2022

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

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

11

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

12

Conference Presentation

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

Langguth, Michael
2022

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

13

Conference Presentation

GAN-based video prediction model for precipitation nowcasting

Ji, Yan
2022

“...Earth System Data Exploration...”

14

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

15

Poster

Advancing FAIRness for global air quality data analyses

Mozaffari, Amirpasha
2022

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

16

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

17

Conference Presentation

Statistical Downscaling of Surface Temperature and Precipitation with Deep Neural Networks

Gong, Bing
2022

“...Earth System Data Exploration...”
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18

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

19

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

20

Preprint

Temperature forecasting by deep learning methods

Gong, Bing
2022

Geoscientific model development (2022)

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

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