Martin Schultz's publications
Journal Article
Mantik: A Workflow Platform for the Development of Artificial Intelligence on High-Performance Computing Infrastructures
The journal of open source software 9(98), 6136 (2024) [10.21105/joss.06136]
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Journal Article
Bi-modal contrastive learning for crop classification using Sentinel-2 and Planetscope
Frontiers in remote sensing 5, 1480101 (2024) [10.3389/frsen.2024.1480101]
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Journal Article
Exascale Computing and Data Handling: Challenges and Opportunities for Weather and Climate Prediction
Bulletin of the American Meteorological Society 105(12), E2385–E2404 (2024) [10.1175/BAMS-D-23-0220.1]
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Contribution to a conference proceedings/Contribution to a book
Multi-Modal Self-Supervised Learning for Boosting Crop Classification Using Sentinel2 and Planetscope
IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium
IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, PasadenaPasadena, CA, 16 Jul 2023 - 21 Jul 2023
IEEE 2223 - 2226 (2023) [10.1109/IGARSS52108.2023.10282665]
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Contribution to a book
Luftqualität und Klimawandel
Klimawandel in Deutschland
Berlin, Heidelberg : Springer Berlin Heidelberg 157–169 (2023) [10.1007/978-3-662-66696-8_13]
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Contribution to a conference proceedings/Contribution to a book
End-to-End Process Orchestration of Earth Observation Data Workflows with Apache Airflow on High Performance Computing
IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium : [Proceedings] - IEEE, 2023. - ISBN 979-8-3503-2010-7 - doi:10.1109/IGARSS52108.2023.10283416
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), PasadenaPasadena, CA, 16 Jul 2023 - 21 Jul 2023
IEEE 711-714 (2023) [10.1109/IGARSS52108.2023.10283416]
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Journal Article
Using Regionalized Air Quality Model Performance and Bayesian Maximum Entropy data fusion to map global surface ozone concentration
Elementa 11(1), 00025 (2023) [10.1525/elementa.2022.00025]
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Journal Article
Graph Machine Learning for Improved Imputation of Missing Tropospheric Ozone Data
Environmental science & technology 57, 18246-18258 (2023) [10.1021/acs.est.3c05104] special issue: "Data Science for Advancing Environmental Science, Engineering and Technology"
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Journal Article
Generating Views Using Atmospheric Correction for Contrastive Self-Supervised Learning of Multispectral Images
IEEE geoscience and remote sensing letters 20(2502305), 1 - 5 (2023) [10.1109/LGRS.2023.3274493]
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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
Artificial Intelligence for the Earth Systems 2(3), 1 - 16 (2023) [10.1175/AIES-D-22-0085.1]
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Journal Article
Temperature forecasting by deep learning methods
Geoscientific model development 15(23), 8931 - 8956 (2022) [10.5194/gmd-15-8931-2022]
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Journal Article
Representing chemical history in ozone time-series predictions – a model experiment study building on the MLAir (v1.5) deep learning framework
Geoscientific model development 15(23), 8913 - 8930 (2022) [10.5194/gmd-15-8913-2022] special issue: "Benchmark datasets and machine learning algorithms for Earth system science data"
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Journal Article
Advancing caching and automation with FDO
Research ideas and outcomes 8, e94856 (2022) [10.3897/rio.8.e94856]
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Journal Article
Exploring decomposition of temporal patterns to facilitate learning of neural networks for ground-level daily maximum 8-hour average ozone prediction
Environmental data science 1, e10 (2022) [10.1017/eds.2022.9]
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Journal Article
How to develop new digital knowledge transfer products for communicating strategies and new ways towards a carbon-neutral Germany
Advances in science and research 19, 51 - 71 (2022) [10.5194/asr-19-51-2022]
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Journal Article
Global, high-resolution mapping of tropospheric ozone – explainable machine learning and impact of uncertainties
Geoscientific model development 15(11), 4331 - 4354 (2022) [10.5194/gmd-15-4331-2022]
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Journal Article
Enabling Canonical Analysis Workflows:Documented Data Harmonization on Global Air Quality Data
Data Intelligence 4(2), 259 - 270 (2022) [10.1162/dint_a_00130] special issue: "Canonical Workflow Frameworks for Research"
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Journal Article
HPC-oriented Canonical Workflows for Machine Learning Applications in Climate and Weather Prediction
Data Intelligence 4(2), 271-285 (2022) [10.1162/dint_a_00131]
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Journal Article
Artificial intelligence for air quality
The project repository journal 12(1), 70 - 73 (2022) [10.54050/PRJ1218384]
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Journal Article
Trend detection of atmospheric time series
Elementa 9(1), 00035 (2021) [10.1525/elementa.2021.00035]
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Journal Article
Mapping Yearly Fine Resolution Global Surface Ozone through the Bayesian Maximum Entropy Data Fusion of Observations and Model Output for 1990–2017
Environmental science & technology 55(8), 4389 - 4398 (2021) [10.1021/acs.est.0c07742]
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Contribution to a conference proceedings/Contribution to a book
JUWELS Booster – A Supercomputer for Large-Scale AI Research
High Performance Computing / Jagode, Heike (Editor)
ISC High Performance 2021, ISC21, DigitalDigital, Germany, 24 Jun 2021 - 2 Jul 2021
Lecture Notes in Computer Science 12761, 453 - 468 (2021) [10.1007/978-3-030-90539-2_31]
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Journal Article
AQ-Bench: a benchmark dataset for machine learning on global air quality metrics
Earth system science data 13(6), 3013 - 3033 (2021) [10.5194/essd-13-3013-2021] special issue: "Benchmark datasets and machine learning algorithms for Earth system science data (ESSD/GMD inter-journal SI)"
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Journal Article
Context aware benchmarking and tuning of a TByte-scale air quality database and web service
Earth science informatics 14, 1597-1607 (2021) [10.1007/s12145-021-00631-4]
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Journal Article
MLAir (v1.0) – a tool to enable fast and flexible machine learning on air data time series
Geoscientific model development 14(3), 1553 - 1574 (2021) [10.5194/gmd-14-1553-2021]
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Abstract
Representing chemical history for ozone time-series predictions - a method development study for deep learning models
EGU General Assembly 2021, vEGU2021, Vienna (online)Vienna (online), Austria, 19 Apr 2021 - 30 Apr 2021
[10.5194/egusphere-egu21-12146]
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Abstract
Global fine resolution mapping of ozone metrics through explainable machine learning
EGU General Assembly 2021, vEGU21, OnlineOnline, Online, 19 Apr 2021 - 30 Apr 2021
[10.5194/egusphere-egu21-7596]
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Journal Article
Can deep learning beat numerical weather prediction?
Philosophical transactions of the Royal Society of London / A 379(2194), 20200097 (2021) [10.1098/rsta.2020.0097] special issue: "Machine learning for weather and climate modelling"
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Journal Article
IntelliO3-ts v1.0: a neural network approach to predict near-surface ozone concentrations in Germany
Geoscientific model development 14(1), 1 - 25 (2021) [10.5194/gmd-14-1-2021]
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Journal Article
Multi-decadal surface ozone trends at globally distributed remote locations
Elementa 8, 23 (2020) [10.1525/elementa.420]
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Abstract
Deep learning for short-term temperature forecasts with video prediction methods
European Geosciences Union 2020, EGU2020, VirtualVirtual, Austria, 4 May 2020 - 8 May 2020
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Abstract
On the use of containers for machine learning and visualization workflows on JUWELS
NIC Symposium 2020, JülichJülich, Germany, 27 Feb 2020 - 28 Feb 2020
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Abstract
FAIRness in the multi-service data infrastructure of the Tropospheric Ozone Assessment Report (TOAR) and Artificial Intelligence for Air Quality (IntelliAQ) project
RDA 15th Plenary Meeting / Online, RDA-15, MelbourneMelbourne, Australia, 18 Mar 2020 - 20 Mar 2020
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Abstract
FAIRness in the multi-service data infrastructure of the Tropospheric Ozone Assessment Report (TOAR) and Artificial Intelligence for Air Quality (IntelliAQ) project
RDA Deutschland Tagung 2020, BerlinBerlin, Germany, 25 Feb 2020 - 27 Feb 2020
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Journal Article
Impact of U.S. Oil and Natural Gas Emission Increases on Surface Ozone Is Most Pronounced in the Central United States
Environmental science & technology 54(19), 12423–12433 (2020) [10.1021/acs.est.9b06983]
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Abstract
Performance analysis and optimization of a TByte-scale atmospheric observation database
EGU2020: Sharing Geoscience Online, EGU2020, , , 4 May 2020 - 8 May 2020
[10.5194/egusphere-egu2020-13637]
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Journal Article
An intercomparison of tropospheric ozone reanalysis products from CAMS, CAMS interim, TCR-1, and TCR-2
Geoscientific model development 13(3), 1513 - 1544 (2020) [10.5194/gmd-13-1513-2020]
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Contribution to a conference proceedings/Contribution to a book
A New Tool for Automated Quality Control of Environmental Time Series (AutoQC4Env) in Open Web Services
Business Information Systems Workshops
22nd International Conference on Business Information Systems Workshops, BIS2019, SevillaSevilla, Spain, 26 Jun 2019 - 28 Jun 2019
Springer 373, 513-518 (2019) [10.1007/978-3-030-36691-9_43] special issue: "quality of open data (QOD)" (2078-2489)
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Communication
Berlin Declaration on NFDI Cross-Cutting Topics
[10.5281/ZENODO.3457213]
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Abstract
Near Surface Ozone Predictions Based on Multiple Artificial Neural Network Architectures
EGU General Assembly 2019, EGU2019, WienWien, Austria, 7 Apr 2019 - 12 Apr 2019
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Journal Article
Tropospheric Ozone Assessment Report: Tropospheric ozone from 1877 to 2016, observed levels, trends and uncertainties
Elementa 7(1), 39 - (2019) [10.1525/elementa.376]
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Journal Article
ESD Reviews: Climate feedbacks in the Earth system and prospects for their evaluation
Earth System Dynamics 10(3), 379 - 452 (2019) [10.5194/esd-10-379-2019]
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Journal Article
The global aerosol–climate model ECHAM6.3–HAM2.3 – Part 1: Aerosol evaluation
Geoscientific model development 12(4), 1643 - 1677 (2019) [10.5194/gmd-12-1643-2019]
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Journal Article
The community atmospheric chemistry box model CAABA/MECCA-4.0
Geoscientific model development 12(4), 1365 - 1385 (2019) [10.5194/gmd-12-1365-2019]
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Journal Article
A new method ($M^3$Fusion v1) for combining observations and multiple model output for an improved estimate of the global surface ozone distribution
Geoscientific model development 12(3), 955 - 978 (2019) [10.5194/gmd-12-955-2019]
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Contribution to a conference proceedings
A Web Service Architecture for Objective Station Classification Purposes
2018 IEEE 14th International Conference on e-Science (e-Science), AmsterdamAmsterdam, Netherlands, 29 Oct 2018 - 1 Nov 2018
IEEE 283 - 284 (2018) [10.1109/eScience.2018.00051]
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Journal Article
Severe Surface Ozone Pollution in China: A Global Perspective
Environmental science & technology letters 5(8), 487 - 494 (2018) [10.1021/acs.estlett.8b00366]
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Journal Article
A new method (M$^3$Fusion-v1) for combining observations and multiple model output for an improved estimate of the global surface ozone distribution
Geoscientific model development discussions 183, 1 - 34 (2018) [10.5194/gmd-2018-183]
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Journal Article
The aerosol-climate model ECHAM6.3-HAM2.3: Aerosol evaluation
Geoscientific model development discussions 235, 1 - 54 (2018) [10.5194/gmd-2018-235]
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Journal Article
Peroxy acetyl nitrate (PAN) measurements at northern midlatitude mountain sites in April: a constraint on continental source–receptor relationships
Atmospheric chemistry and physics 18(20), 15345 - 15361 (2018) [10.5194/acp-18-15345-2018]
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Journal Article
SALSA2.0: The sectional aerosol module of the aerosol–chemistry–climate model ECHAM6.3.0-HAM2.3-MOZ1.0
Geoscientific model development 11(9), 3833 - 3863 (2018) [10.5194/gmd-11-3833-2018]
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Journal Article
The atmospheric chemistry box model CAABA/MECCA-4.0gmdd
Geoscientific model development discussions gmd-2018-201, 1 - 31 (2018) [10.5194/gmd-2018-201]
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Journal Article
Isoprene-derived secondary organic aerosol in the global aerosol–chemistry–climate model ECHAM6.3.0–HAM2.3–MOZ1.0
Geoscientific model development 11(8), 3235 - 3260 (2018) [10.5194/gmd-11-3235-2018]
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Journal Article
Tropospheric Ozone Assessment Report: Present-day tropospheric ozone distribution and trends relevant to vegetation
Elementa 6, 47 (2018) [10.1525/elementa.302] special issue: "Tropospheric Ozone Assessment Report"
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Journal Article
Tropospheric Ozone Assessment Report: Present-day distribution and trends of tropospheric ozone relevant to climate and global atmospheric chemistry model evaluation
Elementa 6(1), 39 - (2018) [10.1525/elementa.291] special issue: "Tropospheric Ozone Assessment Report (TOAR): Global metrics for climate change, human health and crop/ecosystem research"
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Journal Article
Tropospheric ozone assessment report: Global ozone metrics for climate change, human health, and crop/ecosystem research
Elementa 6, 28 (2018) [10.1525/elementa.279] special issue: "Tropospheric Ozone Assessment Report (TOAR)"
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Journal Article
The chemistry–climate model ECHAM6.3-HAM2.3-MOZ1.0
Geoscientific model development 11(5), 1695 - 1723 (2018) [10.5194/gmd-11-1695-2018]
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Journal Article
Ozone impacts of gas–aerosol uptake in global chemistry transport models
Atmospheric chemistry and physics 18(5), 3147 - 3171 (2018) [10.5194/acp-18-3147-2018]
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Journal Article
Regional and intercontinental pollution signatures on modeled and measured PAN at northern mid-latitude mountain sites
Atmospheric chemistry and physics / Discussions 1, 90 (2018) [10.5194/acp-2018-90]
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Journal Article
Tropospheric Ozone Assessment Report: Present-day ozone distribution and trends relevant to human health
Elementa 6(12), 273 (2018) [10.1525/elementa.273]
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Journal Article
Tropospheric Ozone Assessment Report: Assessment of global-scale model performance for global and regional ozone distributions, variability, and trends
Elementa 6(10), 265 (2018) [10.1525/elementa.265]
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Journal Article
JADDS – towards a tailored global atmospheric composition data service for CAMS forecasts and reanalysis
Geophysical research abstracts 19, EGU2017-7352 (2017)
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Abstract
Global Surface Ozone Variability and Trends - The TOAR database and metrics products
European Geophysical Union General Assembly 2017, EGU2017, WienWien, Austria, 23 Apr 2017 - 28 Apr 2017
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Journal Article
The Chemistry Climate Model ECHAM6.3-HAM2.3-MOZ1.0
Geoscientific model development discussions 191, 1 - 43 (2017) [10.5194/gmd-2017-191]
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Journal Article
Tropospheric Ozone Assessment Report, links to Global surface ozone datasets
PANGAEA supplement, 7 datasets (2017) [10.1594/PANGAEA.876108]
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Journal Article
Tropospheric Ozone Assessment Report: Database and Metrics Data of Global Surface Ozone Observations
Elementa 5, 58 - 84 (2017) [10.1525/elementa.244]
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Journal Article
Regional trend analysis of surface ozone observations from monitoring networks in eastern North America, Europe and East Asia
Elementa 5(0), 50 - 72 (2017) [10.1525/elementa.243]
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Journal Article
Isoprene derived secondary organic aerosol in a global aerosol chemistry climate model
Geoscientific model development discussions 244, 1 - 35 (2017) [10.5194/gmd-2017-244]
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Journal Article
In situ temperature measurements in the upper troposphere and lowermost stratosphere from 2 decades of IAGOS long-term routine observation
Atmospheric chemistry and physics 17(20), 12495 - 12508 (2017) [10.5194/acp-17-12495-2017]
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Journal Article
Two decades of in-situ temperature measurements in the upper troposphere and lowermost stratosphere from IAGOS long-term routine observation
Atmospheric chemistry and physics / Discussions 494( ), (2017) [10.5194/acp-2017-494]
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Journal Article
Isoprene derived secondary organic aerosol in a global aerosol chemistry climate model
EGU General Assembly 2017, EGU2017, ViennaVienna, Austria, 23 Apr 2017 - 28 Apr 2017
Geophysical research abstracts 19, EGU2017-11973 (2017)
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Journal Article
Ozone Impacts of Gas-Aerosol Uptake in Global Chemistry Transport Models
Atmospheric chemistry and physics / Discussions 566, 1 - 35 (2017) [10.5194/acp-2017-566]
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Journal Article
Implementation of the MEGAN (v2.1) biogenic emission model in the ECHAM6-HAMMOZ chemistry climate model
Geoscientific model development 10(2), 903 - 926 (2017) [10.5194/gmd-10-903-2017]
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Contribution to a book
Luftqualität
Klimawandel in Deutschland / Brasseur, Guy P. (Editor) ; Berlin, Heidelberg : Springer Berlin Heidelberg, 2017, Chapter 13 ; ISBN: 978-3-662-50396-6 ; doi:10.1007/978-3-662-50397-3
Berlin, Heidelberg : Springer Berlin Heidelberg 127-136 (2017) [10.1007/978-3-662-50397-3_13]
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Journal Article
Climate change reduces warming potential of nitrous oxide by an enhanced Brewer-Dobson circulation
Geophysical research letters 43(11), 5851 - 5859 (2016) [10.1002/2016GL068390]
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Journal Article
Cluster analysis of European surface ozone observations for evaluation of MACC reanalysis data
Atmospheric chemistry and physics 16(11), 6863 - 6881 (2016) [10.5194/acp-16-6863-2016]
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Journal Article
Long-term Temperature Measurements of the Upper Troposphere andLowermost Stratosphere with MOZAIC and IAGOS
EGU General Assembly, EGU2016, ViennaVienna, Austria, 17 Apr 2016 - 22 Apr 2016
Geophysical research abstracts 18, EGU2016-6479 (2016)
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Journal Article
Transport of tropospheric and stratospheric ozone over India: Balloon-borne observations and modeling analysis
Atmospheric environment 131, 228 - 242 (2016) [10.1016/j.atmosenv.2016.02.001]
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Journal Article
Minimizing the wintertime low bias in Northern Hemisphere carbon monoxide in global model simulations
EGU General Assembly 2015, EGU2015-3678, Meeting location,
Geophysical research abstracts 17, EGU2015-3678 (2015)
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Journal Article
The IAGOS information system
Geophysical research abstracts 17, EGU2015-5942 (2015)
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Journal Article
Data assimilation of satellite retrieved ozone, carbon monoxide and nitrogen dioxide with ECMWF's Composition-IFS
Atmospheric chemistry and physics / Discussions 15(4), 4265 - 4331 (2015) [10.5194/acpd-15-4265-2015]
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Journal Article
Validation of reactive gases and aerosols in the MACC global analysis and forecast system
Geoscientific model development discussions 8(2), 1117 - 1169 (2015) [10.5194/gmdd-8-1117-2015]
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Journal Article
Data assimilation of satellite-retrieved ozone, carbon monoxide and nitrogen dioxide with ECMWF's Composition-IFS
Atmospheric chemistry and physics 15(9), 5275 - 5303 (2015) [10.5194/acp-15-5275-2015]
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Journal Article
The Global Atmosphere Watch reactive gases measurement network
Elementa 3(67), 000067 - (2015) [10.12952/journal.elementa.000067]
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Journal Article
Validation of reactive gases and aerosols in the MACC global analysis and forecast system
Geoscientific model development 8(11), 3523 - 3543 (2015) [10.5194/gmd-8-3523-2015]
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Journal Article
Transport pathways of peroxyacetyl nitrate in the upper troposphere and lower stratosphere from different monsoon systems during the summer monsoon season
Atmospheric chemistry and physics 15(20), 11477 - 11499 (2015) [10.5194/acp-15-11477-2015]
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Journal Article
Evaluation of near-surface ozone over Europe from the MACC reanalysis
Geoscientific model development 8(7), 2299 - 2314 (2015) [10.5194/gmd-8-2299-2015]
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Development and optimization of a wildfire plume rise model based on remote sensing data inputs – Part 2
Atmospheric chemistry and physics / Discussions 15(6), 9815 - 9895 (2015) [10.5194/acpd-15-9815-2015]
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Tropospheric chemistry in the Integrated Forecasting System of ECMWF
Geoscientific model development 8(4), 975 - 1003 (2015) [10.5194/gmd-8-975-2015]
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Critical pollutant emissions from the Indian telecom network
Atmospheric environment 103, 34 - 42 (2015) [10.1016/j.atmosenv.2014.12.025]
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Copernicus stratospheric ozone service, 2009-2012: validation, system intercomparison and roles of input data sets
Atmospheric chemistry and physics 15(5), 2269 - 2293 (2015) [10.5194/acp-15-2269-2015]
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Evaluation of near surface ozone over Europe from the MACC reanalysis
Geoscientific model development discussions 8(2), 1077 - 1115 (2015) [10.5194/gmdd-8-1077-2015]
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Analysis of the global atmospheric methane budget using ECHAM-MOZ simulations for present-day, pre-industrial time and the Last Glacial Maximum
Atmospheric chemistry and physics / Discussions 14(2), 3193 - 3230 (2014) [10.5194/acpd-14-3193-2014]
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Tropospheric chemistry in the integrated forecasting system of ECMWF
Geoscientific model development discussions 7(6), 7733 - 7803 (2014) [10.5194/gmdd-7-7733-2014]
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Trends in peroxyacetyl nitrate (PAN) in the upper troposphere and lower stratosphere over southern Asia during the summer monsoon season: regional impacts
Atmospheric chemistry and physics 14(23), 12725 - 12743 (2014) [10.5194/acp-14-12725-2014]
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On the wintertime low bias of Northern Hemisphere carbon monoxide found in global model simulations
Atmospheric chemistry and physics 14(17), 9295 - 9316 (2014) [10.5194/acp-14-9295-2014]
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Comparison between assimilated and non-assimilated experiments of theMACCii global reanalysis near surface ozone
EGU General Assembly 2014, EGU2014, ViennaVienna, Austria, 27 Apr 2014 - 2 May 2014
Geophysical research abstracts 16, EGU2014-652 (2014)
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Climate change impacts on air quality in Germany
EGU General Assembly 2014, ViennaVienna, Austria, 27 Apr 2014 - 2 May 2014
Geophysical research abstracts 16, EGU2014-13037 (2014)
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Distribution of N2O in the atmosphere under global warming – asimulation study with the MPI Earth System Model
EGU General Assembly 2014, EGU2014, ViennaVienna, Austria, 27 Apr 2014 - 2 May 2014
Geophysical research abstracts 16, EGU2014-5777 (2014)
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Recent developments in Fire Emission Service GFAS in the MACC-II project
EGU General Assembly 2014, EGU2014, ViennaVienna, Austria, 27 Apr 2014 - 2 May 2014
Geophysical research abstracts 16, EGU2014-16827 (2014)
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Latest developments for the IAGOS database: Interoperability and metadata
EGU General Assembly 2014, EGU 2014, ViennaVienna, Austria, 27 Apr 2014 - 2 May 2014
Geophysical research abstracts 16, EGU2014-6510-1 (2014)
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Copernicus atmospheric service for stratospheric ozone: validation and intercomparison of four near real-time analyses, 2009–2012
Atmospheric chemistry and physics / Discussions 14(8), 12461 - 12523 (2014) [10.5194/acpd-14-12461-2014]
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On the wintertime low bias of Northern Hemisphere carbon monoxide in global model studies
Atmospheric chemistry and physics / Discussions 14(1), 245 - 301 (2014) [10.5194/acpd-14-245-2014]
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Ten years of global burned area products from spaceborne remote sensing—A review: Analysis of user needs and recommendations for future developments
International journal of applied earth observation and geoinformation 26, 64 - 79 (2014) [10.1016/j.jag.2013.05.014]
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JOIN: Jülich OWS Interface
EGU General Assembly 2013, EGU2013, ViennaVienna, Austria, 7 Apr 2013 - 12 Apr 2013
Geophysical research abstracts 15, EGU2013-8949 (2013)
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Long-term observations of tropospheric ozone: GAW Measurement Guidelines
EGU General Assembly 2013, EGU2013, ViennaVienna, Austria, 7 Apr 2013 - 12 Apr 2013
Geophysical research abstracts 15, EGU2013-4720 (2013)
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Cluster analysis of European surface ozone observations and MACC reanalysis data
EGU General Assembly 2013, EGU2013, Meeting location,
Geophysical research abstracts 15, EGU2013-7070 (2013)
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Analysis of MIPAS NOy Satellite Retrievals in the Upper Troposphere
EGU General Assembly, EGU2013, ViennaVienna, Austria, 7 Apr 2013 - 12 Apr 2013
Geophysical research abstracts 15(EGU2013), EGU2013-10262 (2013)
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Recent developments in Fire Emission Monitoring in MACC-II using Fire Radiative Power Observations
EGU General Assembly 2013, EGU2013, ViennaVienna, Austria, 7 Apr 2013 - 12 Apr 2013
Geophysical research abstracts 15, EGU2013-13778 (2013)
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Comparison of multiple atmospheric chemistry Schemes in C-IFS
EGU General Assembly 2013, EGU2013, ViennaVienna, Austria, 7 Apr 2013 - 12 Apr 2013
Geophysical research abstracts 15(EGU2013), EGU2013-5598 (2013)
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Impacts of climate change on surface ozone and intercontinental ozone pollution: A multi-model study
Journal of geophysical research / Atmospheres 118, 3744-3763 (2013) [10.1002/jgrd.50266]
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Evaluating the impact of chemical boundary conditions on near surface ozone in regional climate–air quality simulations over Europe
Atmospheric research 134, 116 - 130 (2013) [10.1016/j.atmosres.2013.07.021]
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New Directions: GEIA's 2020 vision for better air emissions information
Atmospheric environment 81, 710 - 712 (2013) [10.1016/j.atmosenv.2013.08.063]
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Transport of aerosols into the UTLS and their impact on the Asian monsoon region as seen in a global model simulation
Atmospheric chemistry and physics 13(17), 8771 - 8786 (2013) [10.5194/acp-13-8771-2013]
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Bounding the role of black carbon in the climate system: A scientific assessment
Journal of geophysical research / Atmospheres 118(11), 5380–5552 (2013) [10.1002/jgrd.50171]
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Model sensitivity to global fire emissions: GFED versus GFAS
EGU General Assembly, EGU2012, Vienna, AustriaVienna, Austria, Austria, 22 Apr 2012 - 22 Apr 2012
Geophysical research abstracts 14, EGU2012-7298 (2012)
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Global Reactive Gases in the MACC project
EGU General Assembly 2012, Meeting location,
Geophysical research abstracts 14, EGU2012-6187-1 (2012)
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Anthropogenic, biomass burning, and volcanic emissions of black carbon, organic carbon, and SO2 from 1980 to 2010 for hindcast model experiments
Atmospheric chemistry and physics / Discussions 12(9), 24895 - 24954 (2012) [10.5194/acpd-12-24895-2012]
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Transport of aerosol pollution in the UTLS during Asian summer monsoon as simulated by ECHAM5-HAMMOZ model
Atmospheric chemistry and physics / Discussions 12(11), 30081 - 30117 (2012) [10.5194/acpd-12-30081-2012]
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The MACC reanalysis: an 8-yr data set of atmospheric composition
Atmospheric chemistry and physics / Discussions 12(12), 31247 - 31347 (2012) [10.5194/acpd-12-31247-2012]
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Contribution to a conference proceedings/Contribution to a book
Global burned area mapping from European Satellites: The ESA FIRE_CCI Project
International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume XXXIX-B8, 2012, XXII ISPRS Congress, 25 August - 01 September 2012, Melbourne, Australia
[10.5194/isprsarchives-XXXIX-B8-13-2012]
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Decadal Changes in Tropospheric Ozone
Geophysical research abstracts 14, 6233 (2012)
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Status and Roadmap of Global Air Quality Data Network
Geophysical research abstracts 14, 6081 (2012)
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Globsal Reactive Gases in the MACC Project
Geophysical research abstracts 14, 6187 (2012)
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Emissions Inventory of Anthropogenic PM2.5 and PM10 in Mega city, Delhi, India, for Air Quality Forecasting during CWG-2010
Geophysical research abstracts 14, 6180 (2012)
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Assimilation of FRP Observations for Global Fire Emission Estimation in MACC-II
Geophysical research abstracts 14, 10521 (2012)
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Model sensitivity to MACC anthropogenic and biogenic emissions: Global simulations and evaluation for reactive gases
Geophysical research abstracts 14, 7254 (2012)
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Atmospheric chemistry in the integrated forecast system of ECMWF
Geophysical research abstracts 14, 9249 (2012)
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Global reactive gases froecasts and reanalysis in the MACC project
Journal of Integrative Environmental Sciences (sup1), 57 - 70 (2012) [10.1080/1943815X.2012.696545]
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Comparison of tropospheric ozone trends from European mountain stations
Geophysical research abstracts 14, 2702-1 (2012)
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Evaluation of a wetland methane emission parametrization for present-day and Last Glacial Maximum
Geophysical research abstracts 14, 5751 (2012)
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Journal Article
Impact of sampling frequency in the analysis of tropospheric ozone observations
Atmospheric chemistry and physics 12, 6757 - 6773 (2012) [10.5194/acp-12-6757-2012]
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Technical Note: Ozonesonde Climatology between 1995 and 2011: description, evaluation and applications
Atmospheric chemistry and physics 12, 7475 - 7497 (2012) [10.5194/acp-12-7475-2012]
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The influence of ozone precursor emissions from four world regions on tropospheric composition and radiative climate forcing
Journal of Geophysical Research 117, 1 - 16 (2012) [10.1029/2011JD017134]
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Hindcast experiments of tropospheric composition during the summer 2010 fires over western Russia
Atmospheric chemistry and physics 12, 4341 - 4364 (2012) [10.5194/acp-12-4341-2012]
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3-D evaluation of tropospheric ozone simulations by an ensemble of regional Chemistry Transport Model
Atmospheric chemistry and physics 12, 3219 - 3240 (2012) [10.5194/acp-12-3219-2012]
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Modelling future changes in surface ozone: a parameterized approach
Atmospheric chemistry and physics 12, 2037 - 2054 (2012) [10.5194/acp-12-2037-2012]
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Biomass burning emissions estimated with a global fire assimilation system based on observed fire radiative power
Biogeosciences 9, 527 - 554 (2012) [10.5194/bg-9-527-2012]
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Surface ozone-temperature relationships in the eastern US: A monthly climatology for evaluating chemistry-climate models
Atmospheric environment 47, 142 - 53 (2012) [10.1016/j.atmosenv.2011.11.021]
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Contribution to a book
Coupling Global Atmospheric Chemistry Transport Models to ECMWF Integrated Forecasts System for Forecast and Data Assimilation Within GEMS
Integrated Systems of Meso-Meteorological and Chemical Transport Models / Baklanov, Alexander (Editor) ; Berlin, Heidelberg : Springer Berlin Heidelberg, 2011, Chapter 10 ; ISBN: 978-3-642-13979-6 ; doi:10.1007/978-3-642-13980-2
Berlin, Heidelberg : Springer Berlin Heidelberg 109-122 (2011) [10.1007/978-3-642-13980-2_10]
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Contribution to a book
Coupling Global Atmospheric Chemistry Transport Models to ECMWF Integrated Forecasts System for Forecast and Data Assimilation Within GEMS
Integrated Systems of Meso-Meteorological and Chemical Transport Models
Berlin, Heidelberg : Springer Berlin Heidelberg 109-123 (2011)
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MACC stratospheric ozone service
Proceedings of the FP7 space conference 2011 \"Let's embrace space\", Budapest, 12-13 May 2011
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Report on the second international workshop on tropospheric ozone changes, Toulouse, France, 11-14 April 2011
IGAC News 45, 24-35 (2011)
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Detecting and Attributing Tropospheric Ozone Trends in Long-Term Global Model Simulations
Proceedings of the Second Workshop on Tropospheric Ozone Changes, Toulouse, April 2011, WMO-GAW report 199 (2011)
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Hindcast experiments of tropospheric composition during the summer 2010 fires over Western Russia
Atmospheric chemistry and physics / Discussions 11, 31851 - 31909 (2011) [10.5194/acpd-11-31851-2011]
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Ozonesonde climatology between 1995 and 2009: description, evaluation and applications
Atmospheric chemistry and physics / Discussions 11, 28747 - 28796 (2011) [10.5194/acpd-11-28747-2011]
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3-D evaluation of tropospheric ozone simulations by an ensemble of regional Chemistry Transport Model
Atmospheric chemistry and physics / Discussions 11, 28797 - 28849 (2011) [10.5194/acpd-11-28797-2011]
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Modelling future changes in surface ozone: a parameterized approach
Atmospheric chemistry and physics / Discussions 11, 27547 - 27590 (2011) [10.5194/acpd-11-27547-2011]
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Impact of sampling frequency in the analysis of tropospheric ozone observations
Atmospheric chemistry and physics / Discussions 11, 27107 - 27137 (2011) [10.5194/acpd-11-27107-2011]
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An analysis of long-term regional-scale ozone simulations over the Northestern United States: variability and trends
Atmospheric chemistry and physics 11, 567 - 582 (2011) [10.5194/acp-11-567-2011]
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Re-analysis of tropospheric sulfate aerosol and ozone for the period 1980-2005 using the aerosol-chemistry-climate model ECHAM5-HAMMOZ
Atmospheric chemistry and physics 11, 9563 - 9594 (2011) [10.5194/acp-11-9563-2011]
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Journal Article
Biomass buring emissions etimated with a global fire assimilation system based on observed fire radiative power
Biogeosciences discussions 8, 7339 - 7398 (2011) [10.5194/bgd-8-7339-2011]
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Evolution of anthropogenic and biomass burning emissions of air pollutants at global and regional scales during the 1980-2010 period
Climatic change 109, (2011) [10.1007/s10584-011-0154-1]
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Journal Article
High NOy and CO concentrations in the UT seen in MOZAIC flights - Comparison with MACC Reanalysis
Geophysical research abstracts 13, 6684 (2011)
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Forecasts and assimilation experiments of the Antarctic ozone hole 2008
Atmospheric chemistry and physics 11, 1961-1977 (2011) [10.5194/acp-11-1961-2011]
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Assimilation and hindcast experiments of reactive trace gases during the 2010 Russian fires
Geophysical research abstracts 13, (2011)
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Journal Article
Estimation of the Injection Height of Biomass Burning Emission
Geophysical research abstracts 13, 1097 (2011)
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Journal Article
Emission Ratios from satellite measurements
Geophysical research abstracts 13, (2011)
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Towards the integration of atmospheric chemistry in the ECMWF integrated forecast system
Geophysical research abstracts 13, 8546 (2011)
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Methane emission from wetlands and its role in present day and paleoclimate
Geophysical research abstracts 13, (2011)
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High NOy and CO concentrations in the UT seen in MOZAIC flights - Comparison with MACC Reanalysis EGU General Assembly 2011 Vienna, Austria: 03.04.2011 - 08.04.2011
Geophysical research abstracts 13, 6684 (2011)
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A multi-model analysis of vertical ozone profiles
Atmospheric chemistry and physics 10(12), 5759 - 5783 (2010) [10.5194/acp-10-5759-2010]
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Contribution to a conference proceedings/Contribution to a book