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Development of a regional feature selection-based machine learning system (RFSML v1.0) for air pollution forecasting over China2022 Geoscientific model development article Environmental Science Air Quality Monitoring and Forecasting Open access
Fang Li, Jianbing Jin, Arjo J. Segers, Hai Xiang Lin, Mijie Pang, Tuo Deng, +1 more
25citations -
Synthetic rainfall data generator development through decentralised model training2022 Journal of Hydrology article Environmental Science Hydrological Forecasting Using AI Open access
Sascha Welten, Adrian Holt, Julian Hofmann, Lennart Schelter, Elena‐Maria Klopries, Thomas Wintgens, +1 more
7citations -
The biodistribution of polystyrene nanoparticles administered intravenously in the chicken embryo2024 Environment International article Environmental Science Microplastics and Plastic Pollution Open access
Meiru Wang, Shuhao Chen, Shixiong Cheng, Tom A.P. Nederstigt, Robert E. Poelmann, Marco C. DeRuiter, +5 more
14citations -
Data clustering to optimise the representativity of observational data in air quality data assimilation: a case study with EURAD-IM (version 5.9.1 DA)2025 Geoscientific model development article Environmental Science Air Quality Monitoring and Forecasting Open access
Alexander Hermanns, Anne Caroline Lange, Julia Kowalski, Hendrik Fuchs, Philipp Franke
1citations -
Integrated Methane Inversion (IMI 1.0): a user-friendly, cloud-based facility for inferring high-resolution methane emissions from TROPOMI satellite observations2022 Geoscientific model development article Environmental Science Atmospheric and Environmental Gas Dynamics Open access
Daniel J. Varon, Daniel J. Jacob, Melissa Payer Sulprizio, Lucas Estrada, Lu Shen, Sarah E. Hancock, +7 more
64citations -
A gridded air quality forecast through fusing site-available machine learning predictions from RFSML v1.0 and chemical transport model results from GEOS-Chem v13.1.0 using the ensemble Kalman filter2023 Geoscientific model development article Environmental Science Air Quality Monitoring and Forecasting Open access
Jianbing Jin, Arjo J. Segers, Hong Liao, Ke Li, Bufan Xu, Wei Han, +2 more
14citations -
Effective uncertainty quantification for multi-angle polarimetric aerosol remote sensing over ocean2022 Atmospheric measurement techniques article Environmental Science Atmospheric aerosols and clouds Open access
Meng Gao, Kirk David Knobelspiesse, Bryan A. Franz, Peng‐Wang Zhai, A. M. Sayer, Amir I. Ibrahim, +6 more
21citations -
Application of Radon Transform to Multi-Angle Measurements Made by the Research Scanning Polarimeter: A New Approach to Cloud Tomography. Part I: Theory and Tests on Simulated Data2021 Frontiers in Remote Sensing article Environmental Science Atmospheric aerosols and clouds Open access
Mikhail D. Alexandrov, Claudia Emde, Bastiaan van Diedenhoven, Brian Cairns
14citations -
Adaptive Data Screening for Multi-Angle Polarimetric Aerosol and Ocean Color Remote Sensing Accelerated by Deep Learning2021 Frontiers in Remote Sensing article Environmental Science Atmospheric aerosols and clouds Open access
Meng Gao, Kirk David Knobelspiesse, Bryan A. Franz, Peng‐Wang Zhai, Vanderlei J. Martins, S. P. Burton, +9 more
35citations -
Aerosol Retrieval Over Ocean From DPC‐2/GF‐5(02): Using RemoTAP Extended With a 3‐Parameter Ocean Bio‐Optical Model and Comparisons With a 1‐Parameter Model2026 Journal of Geophysical Research Atmospheres article Environmental Science Atmospheric aerosols and clouds Open access
Cheng Fan, Jiantao Dong, Guangliang Fu, Sha Lu, Zihan Zhang, Neranga K. Hannadige, +5 more
0citations -
Simultaneous Retrieval of Trace Gases, Aerosols, and Cirrus Using RemoTAP—The Global Orbit Ensemble Study for the CO2M Mission2022 Frontiers in Remote Sensing article Environmental Science Atmospheric and Environmental Gas Dynamics Open access
Sha Lu, Jochen Landgraf, Guangliang Fu, Bastiaan van Diedenhoven, Lianghai Wu, Stephanie P. Rusli, +1 more
45citations -
Simultaneous retrieval of aerosol and ocean properties from PACE HARP2 with uncertainty assessment using cascading neural network radiative transfer models2023 Atmospheric measurement techniques article Environmental Science Atmospheric aerosols and clouds Open access
Meng Gao, Bryan A. Franz, Peng‐Wang Zhai, Kirk David Knobelspiesse, A. M. Sayer, Xiaoguang Xu, +11 more
45citations -
Application of radon transform to multi-angle measurements made by the research scanning polarimeter: a new approach to cloud tomography. Part II: examples of retrievals from CAMP2Ex dataset2025 Frontiers in Remote Sensing article Environmental Science Atmospheric aerosols and clouds Open access
Mikhail D. Alexandrov, Bastiaan van Diedenhoven, Brian Cairns, Andrzej P. Wasilewski
1citations -
Addressing the Data Scarcity Problem in Ecotoxicology via Small Data Machine Learning Methods2025 Environmental Science & Technology article Environmental Science Environmental Toxicology and Ecotoxicology Open access
Ying Wang, Yunchi Zhou, Yinghao Cheng, Xiaoli Zhao, Willie J.G.M. Peijnenburg, Martina G. Vijver, +3 more
55citations -
The Aerosol Characterization from Polarimeter and Lidar (ACEPOL) airborne field campaign2020 Earth system science data article Environmental Science Atmospheric aerosols and clouds Open access
Kirk David Knobelspiesse, Henrique M. J. Barbosa, Christine Bradley, Carol J. Bruegge, Brian Cairns, Gao Chen, +35 more
31citations -
Comparative analysis and test bench validation of energy management methods for a hybrid marine propulsion system powered by batteries and solid oxide fuel cells2024 Applied Energy article Environmental Science Maritime Transport Emissions and Efficiency Open access
Cem Ünlübayir, Hiba Youssfi, Santiago Salas Ventura, Daniele Fortunati, Jonas Rinner, Martin Börner, +3 more
30citations -
On the influence of underlying elevation data on Sentinel-5 Precursor TROPOMI satellite methane retrievals over Greenland2022 Atmospheric measurement techniques article Environmental Science Atmospheric and Environmental Gas Dynamics Open access
Jonas Hachmeister, Oliver Schneising, Michael Buchwitz, Alba Lorente, Tobias Borsdorff, Justus Notholt, +1 more
23citations -
Simultaneous Aerosol and Ocean Properties From the PolCube CubeSat Polarimeter2021 Frontiers in Remote Sensing article Environmental Science Atmospheric aerosols and clouds Open access
Snorre Stamnes, Rosemary R. Baize, Paula S Bontempi, Brian Cairns, Eduard Chemyakin, Young‐Jun Choi, +16 more
16citations
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