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Schultz, Martin

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Journal Article 216 Conference Presentation 172 Poster 118 Talk (non-conference) 38 Contribution to a book 21 Internal Report 19 Contribution to a conference proceedings 18 more ... Book 13 Report 10 Abstract 9 Preprint 6 Lecture 2 Award 1 Communication 1 Habil / Postdoctoral Thesis (Non-german Habil) 1 Software 1 Website 1 less ...

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41

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.

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42

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

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43

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

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44

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

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45

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

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46

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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47

Contribution to a book
Contribution to a conference proceedings

JUWELS Booster – A Supercomputer for Large-Scale AI Research

Kesselheim, Stefan
2021

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48

Conference Presentation

Global fine resolution mapping of ozone metrics through explainable machine learning

Betancourt, Clara
2021

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49

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

Kleinert, Felix
2021

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50

Global fine resolution mapping of ozone metrics through explainable machine learning

Betancourt, Clara
2021

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51

Journal Article

Impact of U.S. Oil and Natural Gas Emission Increases on Surface Ozone Is Most Pronounced in the Central United States

Pozzer, Andrea
2020

Environmental science & technology, 54 (2020) 19, S. 12423–12433

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52

FAIRness in Air Quality and Weather Forecast

Mozaffari, Amirpasha
2020

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53

FAIRness in the multi-service data infrastructure of the Tropospheric Ozone Assessment Report (TOAR) and Artificial Intelligence for Air Quality (IntelliAQ) project

Mozaffari, Amirpasha
2020

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54

FAIRness in the multi-service data infrastructure of the Tropospheric Ozone Assessment Report (TOAR) and Artificial Intelligence for Air Quality (IntelliAQ) project

Mozaffari, Amirpasha
2020

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55

FAIRness in TOAR data centre and IntelliAQ

Mozaffari, Amirpasha
2020

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56

Talk (non-conference)

Machine Learning in Earth System Science

Schultz, Martin
2020

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57

MLAir (v1.0) – a tool to enable fast and flexible machine learning on air data time series

Leufen, Lukas H.
2020

Geoscientific model development discussions, 2020 (2020) S. 1-41

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58

IntelliO3-ts v1.0: A neural network approach to predict near-surface ozone concentrations in Germany

Kleinert, Felix
2020

Geoscientific model development discussions, 2020 (2020) S. 1--69

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59

Journal Article

Multi-decadal surface ozone trends at globally distributed remote locations

Cooper, Owen
2020

Elementa, 8 (2020) S. 23

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60

Tropospheric Ozone Assessment Report (TOAR) Data Infrastructure

Schröder, Sabine
2020

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Publications database 615 Open Access 208

Journal Article 216 Conference Presentation 172 Poster 118 Talk (non-conference) 38 Contribution to a book 21 Internal Report 19 more ... Contribution to a conference proceedings 18 Book 13 Report 10 Abstract 9 Preprint 6 Lecture 2 Award 1 Communication 1 Habil / Postdoctoral Thesis (Non-german Habil) 1 Software 1 Website 1 see all ... less ...

Schultz, Martin Stein, Olaf 144 Flemming, J. 90 Schröder, Sabine 72 Heil, Angelika 63 Inness, A. 50 more ... Huijnen, V. 40 Thouret, V. 38 Kaiser, J.W. 36 Rast, S. 36 Granier, C. 31 Jones, L. 30 Mozaffari, Amirpasha 30 Szopa, S. 27 Stadtler, Scarlet 26 Bouarar, I. 25 Moinat, P. 24 Richter, A. 24 Kleinert, Felix 23 Volz-Thomas, Andreas 23 Wild, O. 22 Bey, I. 21 Katragkou, E. 21 Peuch, V.-H. 21 Huijnen, Vincent 20 Gong, Bing 19 Leufen, Lukas Hubert 19 Waychal, Snehal 18 Benedetti, A. 17 Chabrillat, S. 17 see all ... less ...

Atmosphäre und Klima 313 Earth System Data Exploration 114 Trace gas and aerosol processes in the troposphere 114 Tropospheric trace substances and their transformation processes 80 Data-Intensive Science and Federated Computing 70 Artificial Intelligence for Air Quality 50 more ... Domain-Specific Simulation & Data Life Cycle Labs (SDLs) and Research Groups 46 Monitoring Atmospheric Composition and Climate 22 Monitoring Atmospheric Composition and Climate Interim Implementation 15 Helmholtz Interdisciplinary Doctoral Training in Energy and Climate Research (HITEC) 14 Computational Science and Mathematical Methods 13 Doktorand ohne besondere Förderung 9 Monitoring Atmospheric Composition and Climate -III 8 In-Service Aircraft for a Global Observing System – German Contribution to the Main Phase of IAGOS 6 MAchinE Learning for Scalable meTeoROlogy and cliMate 6 Deep Learning for Air Quality and Climate Forecasts 5 IAGOS for the GMES Atmospheric Service 5 Chemical processes in the troposphere and their impact on climate 4 Verbundprojekt DeepRain: Effiziente Lokale Niederschlagsvorhersage durch Maschinelles Lernen 4 AI Strategy for Earth system data 3 Chemie der Belasteten Atmosphäre 3 Enabling Computational- & Data-Intensive Science and Engineering 3 Air Quality 2 Cross-Domain Algorithms, Tools, Methods Labs (ATMLs) and Research Groups 2 Pan-European Gas-AeroSol-climate interaction Study 2 CAMS,DNICAST,ESKP, REKLIM+ 1 Chemie und Dynamik der Geo-Biosphäre 1 Composition and dynamics of the upper troposphere and middle atmosphere 1 EUROCC-2 1 Global Processes: Integrated Monitoring and Modelling 1 see all ... less ...

Troposphäre; IEK-8 304 Troposphäre; ICG-2 178 Jülich Supercomputing Center; JSC 140 Troposphäre; ICG-II 27 Stratosphäre; ICG-1 9 Chemie der belasteten Atmosphäre; ICG-2 5 more ... JARA - HPC; JARA-HPC 5 John von Neumann - Institut für Computing; NIC 4 Stratosphäre; IEK-7 3 Institute for Advanced Simulation; IAS 1 Publikationen vor 2000; PRE-2000; Retrocat 1 Technoökonomische Systemanalyse; IEK-3 1 see all ... less ...

2009 61 2013 61 2010 51 2014 48 2011 46 2008 42 more ... 2012 40 2015 40 2007 39 2006 35 2017 25 2022 24 2019 20 2020 19 2018 18 2021 17 2023 7 2016 6 1997 2 2000 1 2003 1 see all ... less ...

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