Methods for assessment of models

19 Apr 2024
The computational and energy cost of simulation and storage for climate science: lessons from CMIP6
Mario C. Acosta, Sergi Palomas, Stella V. Paronuzzi Ticco, Gladys Utrera, Joachim Biercamp, Pierre-Antoine Bretonniere, Reinhard Budich, Miguel Castrillo, Arnaud Caubel, Francisco Doblas-Reyes, Italo Epicoco, Uwe Fladrich, Sylvie Joussaume, Alok Kumar Gupta, Bryan Lawrence, Philippe Le Sager, Grenville Lister, Marie-Pierre Moine, Jean-Christophe Rioual, Sophie Valcke, Niki Zadeh, and Venkatramani Balaji
Geosci. Model Dev., 17, 3081–3098, https://doi.org/10.5194/gmd-17-3081-2024,https://doi.org/10.5194/gmd-17-3081-2024, 2024
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18 Apr 2024
ML-AMPSIT: Machine Learning-based Automated Multi-method Parameter Sensitivity and Importance analysis Tool
Dario Di Santo, Cenlin He, Fei Chen, and Lorenzo Giovannini
Geosci. Model Dev. Discuss., https://doi.org/10.5194/gmd-2024-56,https://doi.org/10.5194/gmd-2024-56, 2024
Preprint under review for GMD (discussion: open, 0 comments)
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12 Apr 2024
Inferring the tree regeneration niche from inventory data using a dynamic forest model
Yannek Käber, Florian Hartig, and Harald Bugmann
Geosci. Model Dev., 17, 2727–2753, https://doi.org/10.5194/gmd-17-2727-2024,https://doi.org/10.5194/gmd-17-2727-2024, 2024
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11 Apr 2024
A machine learning approach for evaluating Southern Ocean cloud radiative biases in a global atmosphere model
Sonya L. Fiddes, Marc D. Mallet, Alain Protat, Matthew T. Woodhouse, Simon P. Alexander, and Kalli Furtado
Geosci. Model Dev., 17, 2641–2662, https://doi.org/10.5194/gmd-17-2641-2024,https://doi.org/10.5194/gmd-17-2641-2024, 2024
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03 Apr 2024
DCMIP2016: the tropical cyclone test case
Justin L. Willson, Kevin A. Reed, Christiane Jablonowski, James Kent, Peter H. Lauritzen, Ramachandran Nair, Mark A. Taylor, Paul A. Ullrich, Colin M. Zarzycki, David M. Hall, Don Dazlich, Ross Heikes, Celal Konor, David Randall, Thomas Dubos, Yann Meurdesoif, Xi Chen, Lucas Harris, Christian Kühnlein, Vivian Lee, Abdessamad Qaddouri, Claude Girard, Marco Giorgetta, Daniel Reinert, Hiroaki Miura, Tomoki Ohno, and Ryuji Yoshida
Geosci. Model Dev., 17, 2493–2507, https://doi.org/10.5194/gmd-17-2493-2024,https://doi.org/10.5194/gmd-17-2493-2024, 2024
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25 Mar 2024
MEXPLORER 1.0.0 – a mechanism explorer for analysis and visualization of chemical reaction pathways based on graph theory
Rolf Sander
Geosci. Model Dev., 17, 2419–2425, https://doi.org/10.5194/gmd-17-2419-2024,https://doi.org/10.5194/gmd-17-2419-2024, 2024
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25 Mar 2024
Source specific bias correction of US background ozone modeled in CMAQ
T. Nash Skipper, Christian Hogrefe, Barron H. Henderson, Rohit Mathur, Kristen M. Foley, and Armistead G. Russell
EGUsphere, https://doi.org/10.5194/egusphere-2024-554,https://doi.org/10.5194/egusphere-2024-554, 2024
Preprint under review for GMD (discussion: open, 2 comments)
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13 Mar 2024
Impacts of land-use change on biospheric carbon: an oriented benchmark using ORCHIDEE land surface model
Thi Lan Anh Dinh, Daniel Goll, Philippe Ciais, and Ronny Lauerwald
Geosci. Model Dev. Discuss., https://doi.org/10.5194/gmd-2024-42,https://doi.org/10.5194/gmd-2024-42, 2024
Preprint under review for GMD (discussion: open, 0 comments)
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12 Mar 2024
TAMS: A Tracking, Classifying, and Variable-Assigning Algorithm for Mesoscale Convective Systems in Simulated and Satellite-Derived Datasets
Kelly M. Núñez Ocasio and Zachary L. Moon
EGUsphere, https://doi.org/10.5194/egusphere-2024-259,https://doi.org/10.5194/egusphere-2024-259, 2024
Preprint under review for GMD (discussion: open, 1 comment)
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29 Feb 2024
Accurate assessment of land–atmosphere coupling in climate models requires high-frequency data output
Kirsten L. Findell, Zun Yin, Eunkyo Seo, Paul A. Dirmeyer, Nathan P. Arnold, Nathaniel Chaney, Megan D. Fowler, Meng Huang, David M. Lawrence, Po-Lun Ma, and Joseph A. Santanello Jr.
Geosci. Model Dev., 17, 1869–1883, https://doi.org/10.5194/gmd-17-1869-2024,https://doi.org/10.5194/gmd-17-1869-2024, 2024
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23 Feb 2024
Using EUREC4A/ATOMIC field campaign data to improve trade wind regimes in the Community Atmosphere Model
Skyler Graap and Colin M. Zarzycki
Geosci. Model Dev., 17, 1627–1650, https://doi.org/10.5194/gmd-17-1627-2024,https://doi.org/10.5194/gmd-17-1627-2024, 2024
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23 Feb 2024
Multivariate adjustment of drizzle bias using machine learning in European climate projections
Georgia Lazoglou, Theo Economou, Christina Anagnostopoulou, George Zittis, Anna Tzyrkalli, Pantelis Georgiades, and Jos Lelieveld
EGUsphere, https://doi.org/10.5194/egusphere-2024-45,https://doi.org/10.5194/egusphere-2024-45, 2024
Preprint under review for GMD (discussion: open, 3 comments)
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22 Feb 2024
Generalized drought index: A novel multi-scale daily approach for drought assessment
João Careto, Rita Cardoso, Ana Russo, Daniela Lima, and Pedro Soares
Geosci. Model Dev. Discuss., https://doi.org/10.5194/gmd-2024-9,https://doi.org/10.5194/gmd-2024-9, 2024
Preprint under review for GMD (discussion: final response, 2 comments)
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19 Feb 2024
Sensitivity of atmospheric rivers to aerosol treatment in regional climate simulations: insights from the AIRA identification algorithm
Eloisa Raluy-López, Juan Pedro Montávez, and Pedro Jiménez-Guerrero
Geosci. Model Dev., 17, 1469–1495, https://doi.org/10.5194/gmd-17-1469-2024,https://doi.org/10.5194/gmd-17-1469-2024, 2024
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14 Feb 2024
ibicus: a new open-source Python package and comprehensive interface for statistical bias adjustment and evaluation in climate modelling (v1.0.1)
Fiona Raphaela Spuler, Jakob Benjamin Wessel, Edward Comyn-Platt, James Varndell, and Chiara Cagnazzo
Geosci. Model Dev., 17, 1249–1269, https://doi.org/10.5194/gmd-17-1249-2024,https://doi.org/10.5194/gmd-17-1249-2024, 2024
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12 Feb 2024
Functional analysis of variance (ANOVA) for carbon flux estimates from remote sensing data
Jonathan Hobbs, Matthias Katzfuss, Hai Nguyen, Vineet Yadav, and Junjie Liu
Geosci. Model Dev., 17, 1133–1151, https://doi.org/10.5194/gmd-17-1133-2024,https://doi.org/10.5194/gmd-17-1133-2024, 2024
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12 Feb 2024
Exploring the Potential of History Matching for Land Surface Model Calibration
Nina Raoult, Simon Beylat, James M. Salter, Frédéric Hourdin, Vladislav Bastrikov, Catherine Ottlé, and Philippe Peylin
EGUsphere, https://doi.org/10.5194/egusphere-2023-2996,https://doi.org/10.5194/egusphere-2023-2996, 2024
Preprint under review for GMD (discussion: open, 1 comment)
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09 Feb 2024
Evaluation of surface shortwave downward radiation forecasts by the numerical weather prediction model AROME
Marie-Adèle Magnaldo, Quentin Libois, Sébastien Riette, and Christine Lac
Geosci. Model Dev., 17, 1091–1109, https://doi.org/10.5194/gmd-17-1091-2024,https://doi.org/10.5194/gmd-17-1091-2024, 2024
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09 Feb 2024
Observational operator for fair model calibration with ground NO2 measurements
Li Fang, Jianbing Jin, Arjo Segers, Ke Li, Ji Xia, Wei Han, Baojie Li, Hai Xiang Lin, Lei Zhu, Song Liu, and Hong Liao
Geosci. Model Dev. Discuss., https://doi.org/10.5194/gmd-2023-216,https://doi.org/10.5194/gmd-2023-216, 2024
Preprint under review for GMD (discussion: final response, 2 comments)
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29 Jan 2024
A Deep Learning-Based Consistency Test Approach for Earth System Models on Heterogeneous Many-Core Systems
Yangyang Yu, Shaoqing Zhang, Haohuan Fu, Dexun Chen, Yang Gao, Xiaopei Lin, Zhao Liu, and Xiaojing Lv
Geosci. Model Dev. Discuss., https://doi.org/10.5194/gmd-2024-10,https://doi.org/10.5194/gmd-2024-10, 2024
Preprint under review for GMD (discussion: final response, 3 comments)
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25 Jan 2024
Sensitivity of air quality model responses to emission changes: comparison of results based on four EU inventories through FAIRMODE benchmarking methodology
Alexander de Meij, Cornelis Cuvelier, Philippe Thunis, Enrico Pisoni, and Bertrand Bessagnet
Geosci. Model Dev., 17, 587–606, https://doi.org/10.5194/gmd-17-587-2024,https://doi.org/10.5194/gmd-17-587-2024, 2024
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22 Jan 2024
Decomposition of skill scores for conditional verification – Impact of AMO phases on the predictability of decadal temperature forecasts
Andy Richling, Jens Grieger, and Henning W. Rust
EGUsphere, https://doi.org/10.5194/egusphere-2023-2582,https://doi.org/10.5194/egusphere-2023-2582, 2024
Preprint under review for GMD (discussion: final response, 2 comments)
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19 Jan 2024
mesas.py v1.0: a flexible Python package for modeling solute transport and transit times using StorAge Selection functions
Ciaran J. Harman and Esther Xu Fei
Geosci. Model Dev., 17, 477–495, https://doi.org/10.5194/gmd-17-477-2024,https://doi.org/10.5194/gmd-17-477-2024, 2024
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15 Jan 2024
Scalable Feature Extraction and Tracking (SCAFET): a general framework for feature extraction from large climate data sets
Arjun Babu Nellikkattil, Danielle Lemmon, Travis Allen O'Brien, June-Yi Lee, and Jung-Eun Chu
Geosci. Model Dev., 17, 301–320, https://doi.org/10.5194/gmd-17-301-2024,https://doi.org/10.5194/gmd-17-301-2024, 2024
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15 Jan 2024
An Extensible Perturbed Parameter Ensemble (PPE) for the Community Atmosphere Model Version 6
Trude Eidhammer, Andrew Gettelman, Katherine Thayer-Calder, Duncan Watson-Parris, Gregory Elsaesser, Hugh Morrison, Marcus van Lier-Walqui, Ci Song, and Daniel McCoy
EGUsphere, https://doi.org/10.5194/egusphere-2023-2165,https://doi.org/10.5194/egusphere-2023-2165, 2024
Preprint under review for GMD (discussion: open, 1 comment)
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08 Jan 2024
Selecting a conceptual hydrological model using Bayes' factors computed with Replica Exchange Hamiltonian Monte Carlo and Thermodynamic Integration
Damian N. Mingo, Remko Nijzink, Christophe Ley, and Jack S. Hale
EGUsphere, https://doi.org/10.5194/egusphere-2023-2865,https://doi.org/10.5194/egusphere-2023-2865, 2024
Preprint under review for GMD (discussion: open, 2 comments)
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02 Jan 2024
Assessment of tropospheric ozone products from downscaled CAMS reanalysis and CAMS daily forecast using urban air quality monitoring stations in Iran
Najmeh Kaffashzadeh and Abbas Ali Aliakbari Bidokhti
Geosci. Model Dev. Discuss., https://doi.org/10.5194/gmd-2023-226,https://doi.org/10.5194/gmd-2023-226, 2024
Revised manuscript accepted for GMD (discussion: closed, 6 comments)
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02 Jan 2024
StraitFlux – Precise computations of Water Strait fluxes on various Modelling Grids
Susanna Winkelbauer, Michael Mayer, and Leopold Haimberger
EGUsphere, https://doi.org/10.5194/egusphere-2023-2883,https://doi.org/10.5194/egusphere-2023-2883, 2024
Revised manuscript accepted for GMD (discussion: final response, 6 comments)
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18 Dec 2023
A General Comprehensive Evaluation Method for Cross-Scale Precipitation Forecasts
Bing Zhang, Mingjian Zeng, Anning Huang, Zhengkun Qin, Couhua Liu, Wenru Shi, Xin Li, Kefeng Zhu, Chunlei Gu, and Jialing Zhou
EGUsphere, https://doi.org/10.5194/egusphere-2023-2613,https://doi.org/10.5194/egusphere-2023-2613, 2023
Revised manuscript accepted for GMD (discussion: final response, 4 comments)
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05 Dec 2023
An emulation-based approach for interrogating reactive transport models
Angus Fotherby, Harold J. Bradbury, Jennifer L. Druhan, and Alexandra V. Turchyn
Geosci. Model Dev., 16, 7059–7074, https://doi.org/10.5194/gmd-16-7059-2023,https://doi.org/10.5194/gmd-16-7059-2023, 2023
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05 Dec 2023
Merged Observatory Data Files (MODFs): An Integrated Observational Data Product Supporting Process-Oriented Investigations and Diagnostics
Taneil Uttal, Leslie M. Hartten, Siri Jodha Khalsa, Barbara Casati, Gunilla Svensson, Jonathan Day, Jareth Holt, Elena Akish, Sara Morris, Ewan O'Connor, Roberta Pirazzini, Laura X. Huang, Robert Crawford, Zen Mariani, Øystein Godøy, Johanna A. K. Tjernström, Giri Prakash, Nicki Hickmon, Marion Maturilli, and Christopher J. Cox
EGUsphere, https://doi.org/10.5194/egusphere-2023-2413,https://doi.org/10.5194/egusphere-2023-2413, 2023
Revised manuscript under review for GMD (discussion: final response, 3 comments)
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05 Dec 2023
Assimilation of snow water equivalent from AMSR2 and IMS satellite data utilizing the local ensemble transform Kalman filter
Joonlee Lee, Myong-In Lee, Sunlae Tak, Eunkyo Seo, and Yong-Keun Lee
Geosci. Model Dev. Discuss., https://doi.org/10.5194/gmd-2023-221,https://doi.org/10.5194/gmd-2023-221, 2023
Revised manuscript under review for GMD (discussion: final response, 6 comments)
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28 Nov 2023
An along-track Biogeochemical Argo modelling framework: a case study of model improvements for the Nordic seas
Veli Çağlar Yumruktepe, Erik Askov Mousing, Jerry Tjiputra, and Annette Samuelsen
Geosci. Model Dev., 16, 6875–6897, https://doi.org/10.5194/gmd-16-6875-2023,https://doi.org/10.5194/gmd-16-6875-2023, 2023
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28 Nov 2023
Assessment of object-based indices to identify convective organization
Giulio Mandorli and Claudia J. Stubenrauch
EGUsphere, https://doi.org/10.5194/egusphere-2023-1985,https://doi.org/10.5194/egusphere-2023-1985, 2023
Revised manuscript under review for GMD (discussion: final response, 4 comments)
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23 Nov 2023
A mountain-induced moist baroclinic wave test case for the dynamical cores of atmospheric general circulation models
Owen K. Hughes and Christiane Jablonowski
Geosci. Model Dev., 16, 6805–6831, https://doi.org/10.5194/gmd-16-6805-2023,https://doi.org/10.5194/gmd-16-6805-2023, 2023
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22 Nov 2023
An objective identification technique for potential vorticity structures associated with African Easterly Waves
Christoph Fischer, Andreas H. Fink, Elmar Schömer, Marc Rautenhaus, and Michael Riemer
Geosci. Model Dev. Discuss., https://doi.org/10.5194/gmd-2023-218,https://doi.org/10.5194/gmd-2023-218, 2023
Revised manuscript accepted for GMD (discussion: closed, 3 comments)
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20 Nov 2023
Technology to aid the analysis of large-volume multi-institute climate model output at a central analysis facility (PRIMAVERA Data Management Tool V2.10)
Jon Seddon, Ag Stephens, Matthew S. Mizielinski, Pier Luigi Vidale, and Malcolm J. Roberts
Geosci. Model Dev., 16, 6689–6700, https://doi.org/10.5194/gmd-16-6689-2023,https://doi.org/10.5194/gmd-16-6689-2023, 2023
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16 Nov 2023
A diffusion-based kernel density estimator (diffKDE, version 1) with optimal bandwidth approximation for the analysis of data in geoscience and ecological research
Maria-Theresia Pelz, Markus Schartau, Christopher J. Somes, Vanessa Lampe, and Thomas Slawig
Geosci. Model Dev., 16, 6609–6634, https://doi.org/10.5194/gmd-16-6609-2023,https://doi.org/10.5194/gmd-16-6609-2023, 2023
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16 Nov 2023
Monte Carlo drift correction – quantifying the drift uncertainty of global climate models
Benjamin S. Grandey, Zhi Yang Koh, Dhrubajyoti Samanta, Benjamin P. Horton, Justin Dauwels, and Lock Yue Chew
Geosci. Model Dev., 16, 6593–6608, https://doi.org/10.5194/gmd-16-6593-2023,https://doi.org/10.5194/gmd-16-6593-2023, 2023
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08 Nov 2023
Earth System Model Aerosol–Cloud Diagnostics (ESMAC Diags) package, version 2: assessing aerosols, clouds, and aerosol–cloud interactions via field campaign and long-term observations
Shuaiqi Tang, Adam C. Varble, Jerome D. Fast, Kai Zhang, Peng Wu, Xiquan Dong, Fan Mei, Mikhail Pekour, Joseph C. Hardin, and Po-Lun Ma
Geosci. Model Dev., 16, 6355–6376, https://doi.org/10.5194/gmd-16-6355-2023,https://doi.org/10.5194/gmd-16-6355-2023, 2023
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08 Nov 2023
Reduced floating-point precision in regional climate simulations: An ensemble-based statistical verification
Hugo Banderier, Christian Zeman, David Leutwyler, Stefan Rüdisühli, and Christoph Schär
EGUsphere, https://doi.org/10.5194/egusphere-2023-2263,https://doi.org/10.5194/egusphere-2023-2263, 2023
Preprint under review for GMD (discussion: final response, 2 comments)
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02 Nov 2023
A robust error correction method for numerical weather prediction wind speed based on Bayesian optimization, variational mode decomposition, principal component analysis, and random forest: VMD-PCA-RF (version 1.0.0)
Shaohui Zhou, Chloe Yuchao Gao, Zexia Duan, Xingya Xi, and Yubin Li
Geosci. Model Dev., 16, 6247–6266, https://doi.org/10.5194/gmd-16-6247-2023,https://doi.org/10.5194/gmd-16-6247-2023, 2023
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02 Nov 2023
biospheremetrics v1.0.1: An R package to calculate two complementary terrestrial biosphere integrity indicators: human colonization of the biosphere (BioCol) and risk of ecosystem destabilization (EcoRisk)
Fabian Stenzel, Johanna Braun, Jannes Breier, Karlheinz Erb, Dieter Gerten, Jens Heinke, Sarah Matej, Sebastian Ostberg, Sibyll Schaphoff, and Wolfgang Lucht
EGUsphere, https://doi.org/10.5194/egusphere-2023-2503,https://doi.org/10.5194/egusphere-2023-2503, 2023
Revised manuscript accepted for GMD (discussion: final response, 3 comments)
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27 Oct 2023
A standardized methodology for the validation of air quality forecast applications (F-MQO): lessons learnt from its application across Europe
Lina Vitali, Kees Cuvelier, Antonio Piersanti, Alexandra Monteiro, Mario Adani, Roberta Amorati, Agnieszka Bartocha, Alessandro D'Ausilio, Paweł Durka, Carla Gama, Giulia Giovannini, Stijn Janssen, Tomasz Przybyła, Michele Stortini, Stijn Vranckx, and Philippe Thunis
Geosci. Model Dev., 16, 6029–6047, https://doi.org/10.5194/gmd-16-6029-2023,https://doi.org/10.5194/gmd-16-6029-2023, 2023
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23 Oct 2023
A close look at using national ground stations for the statistical modeling of NO2
Foeke Boersma and Meng Lu
EGUsphere, https://doi.org/10.5194/egusphere-2023-1260,https://doi.org/10.5194/egusphere-2023-1260, 2023
Revised manuscript under review for GMD (discussion: final response, 3 comments)
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