Geoscientific Model Development
Geoscientific Model Development
GMD

Methods for assessment of models

09 Sep 2024
Similarity-Based Analysis of Atmospheric Organic Compounds for Machine Learning Applications
Hilda Sandström and Patrick Rinke
External preprint server, https://doi.org/10.48550/arXiv.2406.18171,https://doi.org/10.48550/arXiv.2406.18171, 2024
Preprint under review for GMD (discussion: open, 0 comments)
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09 Sep 2024
The ESGF Virtual Aggregation (CMIP6 v20240125)
Ezequiel Cimadevilla, Bryan Lawrence, and Antonio Santiago Cofiño
Geosci. Model Dev. Discuss., https://doi.org/10.5194/gmd-2024-120,https://doi.org/10.5194/gmd-2024-120, 2024
Preprint under review for GMD (discussion: open, 0 comments)
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04 Sep 2024
Cell tracking -based framework for assessing nowcasting model skill in reproducing growth and decay of convective rainfall
Jenna Ritvanen, Seppo Pulkkinen, Dmitri Moisseev, and Daniele Nerini
Geosci. Model Dev. Discuss., https://doi.org/10.5194/gmd-2024-99,https://doi.org/10.5194/gmd-2024-99, 2024
Preprint under review for GMD (discussion: open, 0 comments)
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30 Aug 2024
ClimKern v1.1.2: a new Python package and kernel repository for calculating radiative feedbacks
Tyler P. Janoski, Ivan Mitevski, Ryan J. Kramer, Michael Previdi, and Lorenzo M. Polvani
EGUsphere, https://doi.org/10.5194/egusphere-2024-2561,https://doi.org/10.5194/egusphere-2024-2561, 2024
Preprint under review for GMD (discussion: open, 0 comments)
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27 Aug 2024
Tuning parameters of a sea ice model using machine learning
Anton Korosov, Yue Ying, and Einar Olason
EGUsphere, https://doi.org/10.5194/egusphere-2024-2527,https://doi.org/10.5194/egusphere-2024-2527, 2024
Preprint under review for GMD (discussion: open, 0 comments)
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22 Aug 2024
Baseline Climate Variables for Earth System Modelling
Martin Juckes, Karl E. Taylor, Fabrizio Antonio, David Brayshaw, Carlo Buontempo, Jian Cao, Paul J. Durack, Michio Kawamiya, Hyungjun Kim, Tomas Lovato, Chloe Mackallah, Matthew Mizielinski, Alessandra Nuzzo, Martina Stockhause, Daniele Visioni, Jeremy Walton, Briony Turner, Eleanor O’Rourke, and Beth Dingley
EGUsphere, https://doi.org/10.5194/egusphere-2024-2363,https://doi.org/10.5194/egusphere-2024-2363, 2024
Preprint under review for GMD (discussion: open, 4 comments)
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20 Aug 2024
Evaluation of atmospheric rivers in reanalyses and climate models in a new metrics framework
Bo Dong, Paul Ullrich, Jiwoo Lee, Peter Gleckler, Kristin Chang, and Travis O'Brien
Geosci. Model Dev. Discuss., https://doi.org/10.5194/gmd-2024-142,https://doi.org/10.5194/gmd-2024-142, 2024
Preprint under review for GMD (discussion: open, 2 comments)
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19 Aug 2024
Objective identification of meteorological fronts and climatologies from ERA-Interim and ERA5
Philip G. Sansom and Jennifer L. Catto
Geosci. Model Dev., 17, 6137–6151, https://doi.org/10.5194/gmd-17-6137-2024,https://doi.org/10.5194/gmd-17-6137-2024, 2024
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15 Aug 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
Geosci. Model Dev., 17, 6035–6049, https://doi.org/10.5194/gmd-17-6035-2024,https://doi.org/10.5194/gmd-17-6035-2024, 2024
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07 Aug 2024
kNNDM CV: k-fold nearest-neighbour distance matching cross-validation for map accuracy estimation
Jan Linnenbrink, Carles Milà, Marvin Ludwig, and Hanna Meyer
Geosci. Model Dev., 17, 5897–5912, https://doi.org/10.5194/gmd-17-5897-2024,https://doi.org/10.5194/gmd-17-5897-2024, 2024
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01 Aug 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
Geosci. Model Dev., 17, 5779–5801, https://doi.org/10.5194/gmd-17-5779-2024,https://doi.org/10.5194/gmd-17-5779-2024, 2024
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29 Jul 2024
A Novel Model Hierarchy Isolates the Effect of Temperature-dependent Cloud Optics on Infrared Radiation
Ash Gilbert, Jennifer E. Kay, and Penny Rowe
EGUsphere, https://doi.org/10.5194/egusphere-2024-2043,https://doi.org/10.5194/egusphere-2024-2043, 2024
Preprint under review for GMD (discussion: open, 0 comments)
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25 Jul 2024
Implementation of implicit filter for spatial spectra extraction
Kacper Nowak, Sergey Danilov, Vasco Müller, and Caili Liu
EGUsphere, https://doi.org/10.5194/egusphere-2024-1119,https://doi.org/10.5194/egusphere-2024-1119, 2024
Preprint under review for GMD (discussion: open, 0 comments)
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24 Jul 2024
Reduced floating-point precision in regional climate simulations: an ensemble-based statistical verification
Hugo Banderier, Christian Zeman, David Leutwyler, Stefan Rüdisühli, and Christoph Schär
Geosci. Model Dev., 17, 5573–5586, https://doi.org/10.5194/gmd-17-5573-2024,https://doi.org/10.5194/gmd-17-5573-2024, 2024
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08 Jul 2024
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
Geosci. Model Dev., 17, 5225–5247, https://doi.org/10.5194/gmd-17-5225-2024,https://doi.org/10.5194/gmd-17-5225-2024, 2024
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08 Jul 2024
Clustering simulated snow profiles to form avalanche forecast regions
Simon Horton, Florian Herla, and Pascal Haegeli
EGUsphere, https://doi.org/10.5194/egusphere-2024-1609,https://doi.org/10.5194/egusphere-2024-1609, 2024
Preprint under review for GMD (discussion: final response, 6 comments)
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26 Jun 2024
Can TROPOMI NO2 satellite data be used to track the drop in and resurgence of NOx emissions in Germany between 2019–2021 using the multi-source plume method (MSPM)?
Enrico Dammers, Janot Tokaya, Christian Mielke, Kevin Hausmann, Debora Griffin, Chris McLinden, Henk Eskes, and Renske Timmermans
Geosci. Model Dev., 17, 4983–5007, https://doi.org/10.5194/gmd-17-4983-2024,https://doi.org/10.5194/gmd-17-4983-2024, 2024
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26 Jun 2024
Monitoring and benchmarking Earth system model simulations with ESMValTool v2.12.0
Axel Lauer, Lisa Bock, Birgit Hassler, Patrick Jöckel, Lukas Ruhe, and Manuel Schlund
EGUsphere, https://doi.org/10.5194/egusphere-2024-1518,https://doi.org/10.5194/egusphere-2024-1518, 2024
Preprint under review for GMD (discussion: final response, 2 comments)
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26 Jun 2024
Reconciling Surface Deflections From Simulations of Global Mantle Convection
Conor P. B. O'Malley, Gareth G. Roberts, James Panton, Fred D. Richards, J. Huw Davies, Victoria M. Fernandes, and Sia Ghelichkhan
EGUsphere, https://doi.org/10.5194/egusphere-2024-1893,https://doi.org/10.5194/egusphere-2024-1893, 2024
Preprint under review for GMD (discussion: open, 5 comments)
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19 Jun 2024
Assessing effects of climate and technology uncertainties in large natural resource allocation problems
Jevgenijs Steinbuks, Yongyang Cai, Jonas Jaegermeyr, and Thomas W. Hertel
Geosci. Model Dev., 17, 4791–4819, https://doi.org/10.5194/gmd-17-4791-2024,https://doi.org/10.5194/gmd-17-4791-2024, 2024
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17 Jun 2024
Virtual Integration of Satellite and In-situ Observation Networks (VISION) v1.0: In-Situ Observations Simulator
Maria Rosa Russo, Sadie L. Bartholomew, David Hassell, Alex M. Mason, Erica Neininger, A. James Perman, David A. J. Sproson, Duncan Watson-Parris, and Nathan Luke Abraham
Geosci. Model Dev. Discuss., https://doi.org/10.5194/gmd-2024-73,https://doi.org/10.5194/gmd-2024-73, 2024
Preprint under review for GMD (discussion: final response, 3 comments)
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13 Jun 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
Geosci. Model Dev., 17, 4689–4703, https://doi.org/10.5194/gmd-17-4689-2024,https://doi.org/10.5194/gmd-17-4689-2024, 2024
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12 Jun 2024
StraitFlux – precise computations of water strait fluxes on various modeling grids
Susanna Winkelbauer, Michael Mayer, and Leopold Haimberger
Geosci. Model Dev., 17, 4603–4620, https://doi.org/10.5194/gmd-17-4603-2024,https://doi.org/10.5194/gmd-17-4603-2024, 2024
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10 Jun 2024
EvalHyd v0.1.2: a polyglot tool for the evaluation of deterministic and probabilistic streamflow predictions
Thibault Hallouin, François Bourgin, Charles Perrin, Maria-Helena Ramos, and Vazken Andréassian
Geosci. Model Dev., 17, 4561–4578, https://doi.org/10.5194/gmd-17-4561-2024,https://doi.org/10.5194/gmd-17-4561-2024, 2024
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10 Jun 2024
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
Geosci. Model Dev., 17, 4579–4601, https://doi.org/10.5194/gmd-17-4579-2024,https://doi.org/10.5194/gmd-17-4579-2024, 2024
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05 Jun 2024
Evaluating downscaled products with expected hydroclimatic co-variances
Seung H. Baek, Paul A. Ullrich, Bo Dong, and Jiwoo Lee
EGUsphere, https://doi.org/10.5194/egusphere-2024-1456,https://doi.org/10.5194/egusphere-2024-1456, 2024
Revised manuscript under review for GMD (discussion: final response, 4 comments)
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05 Jun 2024
Remote sensing-based high-resolution mapping of the forest canopy height: some models are useful, but might they be even more if combined?
Nikola Besic, Nicolas Picard, Cédric Vega, Lionel Hertzog, Jean-Pierre Renaud, Fajwel Fogel, Agnès Pellissier-Tanon, Gabriel Destouet, Milena Planells-Rodriguez, and Philippe Ciais
Geosci. Model Dev. Discuss., https://doi.org/10.5194/gmd-2024-95,https://doi.org/10.5194/gmd-2024-95, 2024
Preprint under review for GMD (discussion: final response, 3 comments)
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23 May 2024
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., 17, 4213–4228, https://doi.org/10.5194/gmd-17-4213-2024,https://doi.org/10.5194/gmd-17-4213-2024, 2024
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22 May 2024
Assessment of surface 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., 17, 4155–4179, https://doi.org/10.5194/gmd-17-4155-2024,https://doi.org/10.5194/gmd-17-4155-2024, 2024
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22 May 2024
Consistency-Checking 3D Geological Models
Marion N. Parquer, Eric A. de Kemp, Boyan Brodaric, and Michael J. Hillier
EGUsphere, https://doi.org/10.5194/egusphere-2024-1326,https://doi.org/10.5194/egusphere-2024-1326, 2024
Preprint under review for GMD (discussion: final response, 8 comments)
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14 May 2024
Explaining neural networks for detection of tropical cyclones and atmospheric rivers in gridded atmospheric simulation data
Tim Radke, Susanne Fuchs, Christian Wilms, Iuliia Polkova, and Marc Rautenhaus
Geosci. Model Dev. Discuss., https://doi.org/10.5194/gmd-2024-60,https://doi.org/10.5194/gmd-2024-60, 2024
Preprint under review for GMD (discussion: final response, 4 comments)
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14 May 2024
Selecting CMIP6 GCMs for CORDEX Dynamical Downscaling over Southeast Asia Using a Standardised Benchmarking Framework
Phuong Loan Nguyen, Lisa V. Alexander, Marcus J. Thatcher, Son C. H. Truong, Rachael N. Isphording, and John L. McGregor
Geosci. Model Dev. Discuss., https://doi.org/10.5194/gmd-2024-84,https://doi.org/10.5194/gmd-2024-84, 2024
Revised manuscript accepted for GMD (discussion: closed, 6 comments)
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29 Apr 2024
Bergen metrics: composite error metrics for assessing performance of climate models using EURO-CORDEX simulations
Alok K. Samantaray, Priscilla A. Mooney, and Carla A. Vivacqua
Geosci. Model Dev., 17, 3321–3339, https://doi.org/10.5194/gmd-17-3321-2024,https://doi.org/10.5194/gmd-17-3321-2024, 2024
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26 Apr 2024
pathways-ensemble-analysis v1.0.0: an open-source library for systematic and robust analysis of pathways ensembles
Lara Welder, Neil Grant, and Matthew J. Gidden
EGUsphere, https://doi.org/10.5194/egusphere-2024-761,https://doi.org/10.5194/egusphere-2024-761, 2024
Preprint under review for GMD (discussion: final response, 2 comments)
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25 Apr 2024
biospheremetrics v1.0.2: 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
Geosci. Model Dev., 17, 3235–3258, https://doi.org/10.5194/gmd-17-3235-2024,https://doi.org/10.5194/gmd-17-3235-2024, 2024
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22 Apr 2024
Using a data-driven statistical model to better evaluate surface turbulent heat fluxes in weather and climate numerical models: a demonstration study
Maurin Zouzoua, Sophie Bastin, Marjolaine Chiriaco, Fabienne Lohou, Marie Lothon, Mathilde Jome, Cécile Mallet, Laurent Barthes, and Guylaine Canut
EGUsphere, https://doi.org/10.5194/egusphere-2024-568,https://doi.org/10.5194/egusphere-2024-568, 2024
Preprint under review for GMD (discussion: final response, 5 comments)
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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
Revised manuscript under review for GMD (discussion: final response, 9 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: final response, 3 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
Revised manuscript accepted for GMD (discussion: closed, 3 comments)
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