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GLOBGM v1.0: a parallel implementation of a 30 arcsec PCR-GLOBWB-MODFLOW global-scale groundwater model2024 Geoscientific model development article Environmental Science Groundwater flow and contamination studies Open access
Jarno Verkaik, Edwin H. Sutanudjaja, Gualbert Oude Essink, Hai Xiang Lin, Marc F. P. Bierkens
68citations -
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 -
Automated geological map deconstruction for 3D model construction using map2loop 1.0 and map2model 1.02021 Geoscientific model development article Earth and Planetary Sciences Geological Modeling and Analysis Open access
Mark Jessell, Vitaliy Ogarko, Yohan de Rose, Mark Lindsay, Ranee Joshi, Agnieszka M. Piechocka, +4 more
44citations -
Perspectives of physics-based machine learning strategies for geoscientific applications governed by partial differential equations2023 Geoscientific model development article Physics and Astronomy Model Reduction and Neural Networks Open access
Denise Degen, Daniel Caviedes‐Voullième, Susanne Buiter, Harrie‐Jan Hendricks Franssen, Harry Vereecken, Ana González‐Nicolás, +1 more
39citations -
Description and evaluation of a detailed gas-phase chemistry scheme in the TM5-MP global chemistry transport model (r112)2020 Geoscientific model development article Earth and Planetary Sciences Atmospheric chemistry and aerosols Open access
Stelios Myriokefalitakis, Nikos Daskalakis, Angelos Gkouvousis, Andreas Hilboll, Twan van Noije, Jason Edward Williams, +8 more
37citations -
Global, high-resolution mapping of tropospheric ozone – explainable machine learning and impact of uncertainties2022 Geoscientific model development article Environmental Science Air Quality Monitoring and Forecasting Open access
Clara Betancourt, Timo T. Stomberg, Ann-Kathrin Edrich, Ankit Patnala, Martin G. Schultz, Ribana Roscher, +2 more
30citations -
Constraining stochastic 3-D structural geological models with topology information using approximate Bayesian computation in GemPy 2.12021 Geoscientific model development article Earth and Planetary Sciences Geological Modeling and Analysis Open access
Alexander Schaaf, Miguel de la Varga, Florian Wellmann, Clare Elizabeth Bond
26citations -
GeoINR 1.0: an implicit neural network approach to three-dimensional geological modelling2023 Geoscientific model development article Earth and Planetary Sciences Geological Modeling and Analysis Open access cited by 1 patent
Florian Wellmann, Eric A de Kemp, Boyan Brodaric, Ernst Schetselaar, Karine Bédard
25citations -
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 -
Quantifying uncertainties in satellite NO 2 superobservations for data assimilation and model evaluation2025 Geoscientific model development article Earth and Planetary Sciences Atmospheric chemistry and aerosols Open access
Pieter Rijsdijk, Henk J. Eskes, Arlene Dingemans, K. F. Boersma, Takashi Sekiya, Kazuyuki Miyazaki, +1 more
25citations -
Integrated Methane Inversion (IMI) 2.0: an improved research and stakeholder tool for monitoring total methane emissions with high resolution worldwide using TROPOMI satellite observations2025 Geoscientific model development article Environmental Science Atmospheric and Environmental Gas Dynamics Open access
Lucas Estrada, Daniel J. Varon, Melissa Payer Sulprizio, Hannah O. Nesser, Zichong Chen, Nicholas Balasus, +13 more
16citations -
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 -
Plume detection and emission estimate for biomass burning plumes from TROPOMI carbon monoxide observations using APE v1.12023 Geoscientific model development article Earth and Planetary Sciences Atmospheric chemistry and aerosols Open access
Manu V. Goudar, Juliëtte C. S. Anema, Rajesh Kumar, Tobias Borsdorff, Jochen Landgraf
14citations -
Valid time shifting ensemble Kalman filter (VTS-EnKF) for dust storm forecasting2024 Geoscientific model development article Earth and Planetary Sciences Meteorological Phenomena and Simulations Open access
Mijie Pang, Jianbing Jin, Arjo J. Segers, Huiya Jiang, Wei Han, Batjargal Buyantogtokh, +5 more
10citations -
Accurate space-based NO x emission estimates with the flux divergence approach require fine-scale model information on local oxidation chemistry and profile shapes2025 Geoscientific model development article Earth and Planetary Sciences Atmospheric chemistry and aerosols Open access
Felipe Cifuentes, Henk J. Eskes, K. F. Boersma, Enrico Dammers, Charlotte Bryan
10citations -
HTAP3 Fires: towards a multi-model, multi-pollutant study of fire impacts2025 Geoscientific model development article Earth and Planetary Sciences Atmospheric chemistry and aerosols Open access
Cynthia Heather Whaley, Tim M. Butler, J.A. Adame, Rupal Ambulkar, S. R. Arnold, Rebecca R. Buchholz, +29 more
8citations -
Estimating aerosol emission from SPEXone on the NASA PACE mission using an ensemble Kalman smoother: observing system simulation experiments (OSSEs)2022 Geoscientific model development article Environmental Science Atmospheric aerosols and clouds Open access
Athanasios Tsikerdekis, Nick A. J. Schutgens, Guangliang Fu, Otto Hasekamp
6citations -
Systematic underestimation of type-specific ecosystem process variability in the Community Land Model v5 over Europe2025 Geoscientific model development article Environmental Science Plant Water Relations and Carbon Dynamics Open access
Christian Poppe Terán, Bibi S. Naz, Harry Vereecken, Roland Baatz, Rosie A. Fisher, Harrie‐Jan Hendricks Franssen
4citations -
Predicting and correcting the influence of boundary conditions in regional inverse analyses2025 Geoscientific model development article Environmental Science Atmospheric and Environmental Gas Dynamics Open access
Hannah O. Nesser, K. W. Bowman, Matthew D. Thill, Daniel J. Varon, Cynthia A. Randles, Felipe J. Cardoso‐Saldaña, +3 more
3citations