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

Artificial intelligence for air quality

Schultz, Martin
2022

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

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

4

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

5

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

6

Preprint

Global, high-resolution mapping of tropospheric ozone – explainable machine learning and impact of uncertainties

Betancourt, Clara
2022

Geoscientific model development discussions (2022)

“...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

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

10

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

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

11

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

12

Preprint

Temperature forecasting by deep learning methods

Gong, Bing
2022

Geoscientific model development (2022)

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

13

Poster

Stochastic downscaling of meteorological fields with deep neural networks

Langguth, Michael
2022

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

14

Conference Presentation

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

Langguth, Michael
2022

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

15

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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16

Conference Presentation

GAN-based video prediction model for precipitation nowcasting

Ji, Yan
2022

“...Earth System Data Exploration...”

17

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

18

Conference Presentation

TOAR-II Overview and Database

Cooper, Owen
2022

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

19

Conference Presentation

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

Schröder, Sabine
2022

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

20

Journal Article

Advancing caching and automation with FDO

Mozaffari, Amirpasha
2022

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

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

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