Recent

The following lists the recent preprints posted on EGUsphere with GMD-related topics as well as final revised papers published recently in GMD.
27 Mar 2026
PM2.5 assimilation within JEDI for NOAA's regional Air Quality Model (AQMv7): application to the September 2020 Western US wildfires
Hongli Wang, Cory Martin, Jérôme Barré, Ruifang Li, Steve Weygandt, Jianping Huang, Youhua Tang, Hyundeok Choi, Andrew Tangborn, Kai Wang, Haixia Liu, and Jeffrey Lee
Geosci. Model Dev., 19, 2479–2495, https://doi.org/10.5194/gmd-19-2479-2026,https://doi.org/10.5194/gmd-19-2479-2026, 2026
Short summary
27 Mar 2026
A Raster–Vector Framework for Multi-Scale Hydrological–Hydraulic Modeling Across Large Domains
Mohamed Amine Berkaoui, Mohamed Saadi, François Colleoni, Ngo Nghi Truyen Huynh, Ahmad Akhtari, Kevin Larnier, Hélène Roux, and Pierre-André Garambois
EGUsphere, https://doi.org/10.5194/egusphere-2026-1557,https://doi.org/10.5194/egusphere-2026-1557, 2026
Preprint under review for GMD (discussion: open, 0 comments)
Short summary
27 Mar 2026
GEE-DisALEXI: Cloud-Based Implementation of the DisALEXI Model for Evapotranspiration Monitoring Using Google Earth Engine
Yun Yang, Martha Anderson, Charles Morton, Yanghui Kang, Feng Gao, Weina Duan, Hui Liu, John Volk, and Christopher Hain
EGUsphere, https://doi.org/10.5194/egusphere-2026-1691,https://doi.org/10.5194/egusphere-2026-1691, 2026
Preprint under review for GMD (discussion: open, 0 comments)
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26 Mar 2026
Deep learning representation of the aerosol size distribution
Donifan Barahona, Katherine H. Breen, Karoline Block, and Anton Darmenov
Geosci. Model Dev., 19, 2437–2459, https://doi.org/10.5194/gmd-19-2437-2026,https://doi.org/10.5194/gmd-19-2437-2026, 2026
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26 Mar 2026
The microbial community model MCoM 1.0: a scalable framework for modelling phototroph–heterotrophic interactions in diverse microbial communities
Leonhard Lücken, Michael J. Follows, Jason G. Bragg, and Sinikka T. Lennartz
Geosci. Model Dev., 19, 2461–2477, https://doi.org/10.5194/gmd-19-2461-2026,https://doi.org/10.5194/gmd-19-2461-2026, 2026
Short summary
25 Mar 2026
The spatio-temporal visualization tool HMMLVis in renewable energy applications
Rainer Wöß, Kateřina Hlaváčková-Schindler, Irene Schicker, Petrina Papazek, and Claudia Plant
Geosci. Model Dev., 19, 2385–2405, https://doi.org/10.5194/gmd-19-2385-2026,https://doi.org/10.5194/gmd-19-2385-2026, 2026
Short summary
25 Mar 2026
| Review and perspective paper
Best practices in software development for robust and reproducible geoscientific models based on insights from the Global Carbon Budget's dynamic vegetation models
Konstantin Gregor, Benjamin F. Meyer, Tillmann Gaida, Victor Justo Vasquez, Karina Bett-Williams, Matthew Forrest, João P. Darela-Filho, Sam Rabin, Marcos Longo, Joe R. Melton, Johan Nord, Peter Anthoni, Vladislav Bastrikov, Thomas Colligan, Christine Delire, Michael C. Dietze, George Hurtt, Akihiko Ito, Lasse T. Keetz, Jürgen Knauer, Johannes Köster, Tzu-Shun Lin, Lei Ma, Marie Minvielle, Stefan Olin, Sebastian Ostberg, Hao Shi, Reiner Schnur, Qing Sun, Peter E. Thornton, and Anja Rammig
Geosci. Model Dev., 19, 2407–2436, https://doi.org/10.5194/gmd-19-2407-2026,https://doi.org/10.5194/gmd-19-2407-2026, 2026
Short summary Editorial statement
25 Mar 2026
The 4-mode Modal Aerosol Module in C++ (MAM4xx) v1.0: Representing Prognostic Aerosols in a Global Cloud-System Resolving Atmosphere Model for GPU Exascale Computing
Jerome D. Fast, Balwinder Singh, Oscar Diaz-Ibarra, Jeff Johnson, Chandru Dhandapani, Brian Gaudet, Taufiq Hassan, Meng Huang, Jaelyn Litzinger, James Overfelt, Kyle Pressel, Michael Schmidt, Shuaiqi Tang, Adam C. Varble, Hui Wan, Mingxuan Wu, Kai Zhang, and Po-Lun Ma
EGUsphere, https://doi.org/10.5194/egusphere-2026-1538,https://doi.org/10.5194/egusphere-2026-1538, 2026
Preprint under review for GMD (discussion: open, 0 comments)
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25 Mar 2026
New classes of climate model emulators to improve paleoclimate reconstructions
Auguste Gaudin and Myriam Khodri
EGUsphere, https://doi.org/10.5194/egusphere-2026-1337,https://doi.org/10.5194/egusphere-2026-1337, 2026
Preprint under review for GMD (discussion: open, 0 comments)
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24 Mar 2026
Further evaluating the generalized Itô correction for accelerating convergence of stochastic parameterizations with colored noise
William Johns, Lidong Fang, Huan Lei, and Panos Stinis
Geosci. Model Dev., 19, 2373–2383, https://doi.org/10.5194/gmd-19-2373-2026,https://doi.org/10.5194/gmd-19-2373-2026, 2026
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24 Mar 2026
A Bayesian statistical method to estimate the climatology of extreme temperature under multiple scenarios: the ANKIALE package
Yoann Robin, Mathieu Vrac, Aurélien Ribes, Occitane Barbaux, and Philippe Naveau
Geosci. Model Dev., 19, 2349–2372, https://doi.org/10.5194/gmd-19-2349-2026,https://doi.org/10.5194/gmd-19-2349-2026, 2026
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24 Mar 2026
LaScape 1.0: An open-source module for three-dimensional thermo-mechanical and landscape evolution modeling
Yun Luo, Jianfeng Yang, Boris J. P. Kaus, Anton Popov, Shaohui Liu, Xiaoping Yuan, and Liang Zhao
EGUsphere, https://doi.org/10.5194/egusphere-2026-1170,https://doi.org/10.5194/egusphere-2026-1170, 2026
Preprint under review for GMD (discussion: open, 0 comments)
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24 Mar 2026
DDA-BNN v1.0: A Morphology-Aware Surrogate Model for the Optical Properties of Black Carbon–Containing Particles
Payton Beeler, Sam Donald, and Laura Fierce
EGUsphere, https://doi.org/10.5194/egusphere-2026-1270,https://doi.org/10.5194/egusphere-2026-1270, 2026
Preprint under review for GMD (discussion: open, 1 comment)
Short summary
24 Mar 2026
Advancing the Capabilities for Efficient Hurricane-Centric Simulations with the Atmospheric Model ICON
Fabian Senf and Roxana Cremer
EGUsphere, https://doi.org/10.5194/egusphere-2026-1412,https://doi.org/10.5194/egusphere-2026-1412, 2026
Preprint under review for GMD (discussion: open, 0 comments)
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24 Mar 2026
Sensitivity of Arctic mixed-phase cloud simulations to ice microphysical modifications in the WDM6 scheme of WRF (v4.3.1)
Hyun-Joon Sung, Kyo-Sun Sunny Lim, Song-You Hong, JiHoon Shin, Baek-Min Kim, and Ji-Hun Choi
EGUsphere, https://doi.org/10.5194/egusphere-2026-1486,https://doi.org/10.5194/egusphere-2026-1486, 2026
Preprint under review for GMD (discussion: open, 0 comments)
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24 Mar 2026
TRAILS – A novel framework for time-height-resolved attribution of long-range transported wildfire smoke
Johanna Roschke, Benedikt Gast, Martin Radenz, Albert Ansmann, Patric Seifert, George McCosh, and Heike Kalesse-Los
EGUsphere, https://doi.org/10.5194/egusphere-2026-718,https://doi.org/10.5194/egusphere-2026-718, 2026
Preprint under review for GMD (discussion: open, 0 comments)
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23 Mar 2026
A fully implicit second order method for viscous free surface Stokes flow – application to glacier simulations
Josefin Ahlkrona, A. Clara J. Henry, and André Löfgren
Geosci. Model Dev., 19, 2333–2348, https://doi.org/10.5194/gmd-19-2333-2026,https://doi.org/10.5194/gmd-19-2333-2026, 2026
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23 Mar 2026
Regularisation of the 4DEnVar Data Assimilation method for Calibration of Land Surface Models
Natalie Douglas, Simon Beylat, Tristan Quaife, Philippe Peylin, Nina Raoult, and Ross Bannister
EGUsphere, https://doi.org/10.5194/egusphere-2026-132,https://doi.org/10.5194/egusphere-2026-132, 2026
Preprint under review for GMD (discussion: open, 0 comments)
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20 Mar 2026
sedExnerFoam 2412: a 3D Exner-based sediment transport and morphodynamics model
Matthias Renaud, Cyrille Bonamy, Olivier Bertrand, and Julien Chauchat
Geosci. Model Dev., 19, 2299–2331, https://doi.org/10.5194/gmd-19-2299-2026,https://doi.org/10.5194/gmd-19-2299-2026, 2026
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20 Mar 2026
HTAP3-OPNS: Ozone, PM, Nitrogen and Sulphur Deposition – multi-model experiments to support the revision of the CLRTAP Gothenburg Protocol
Tim Butler, Tabish Ansari, Claudio A. Belis, Elisa Bergas-Masso, Willem van Caspel, Hilde Fagerli, Johannes Flemming, Marta Garcia Vivanco, Paul Griffiths, Douglas S. Hamilton, Coralina Hernandez Trujillo, Lena Höglund-Isaksson, Vincent Huijnen, Matthew Kasoar, Johannes W. Kaiser, Gerbrand Koren, Zbigniew Klimont, Florian Lindl, Aura Lupascu, Mariano Mertens, Martijn Schaap, Steven T. Turnock, Oliver Wild, Philipp Weiss, Jacek Kaminski, Rosa Wu, and Terry Keating
EGUsphere, https://doi.org/10.5194/egusphere-2026-1367,https://doi.org/10.5194/egusphere-2026-1367, 2026
Preprint under review for GMD (discussion: open, 0 comments)
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20 Mar 2026
Stochastic perturbation of inputs to parametrisation schemes machine-learnt from high-resolution model variability
Helena Reid and Cyril Julien Morcrette
EGUsphere, https://doi.org/10.5194/egusphere-2025-6312,https://doi.org/10.5194/egusphere-2025-6312, 2026
Preprint under review for GMD (discussion: open, 1 comment)
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20 Mar 2026
Benchmarking a new urban scheme in the ORCHIDEE v2.2 land surface model
Morgane Lalonde, Sophie Bastin, Ludovic Oudin, Pedro Felipe Arboleda-Obando, and Agnès Ducharne
EGUsphere, https://doi.org/10.5194/egusphere-2026-551,https://doi.org/10.5194/egusphere-2026-551, 2026
Preprint under review for GMD (discussion: open, 0 comments)
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19 Mar 2026
EcoTWIN 1.0: a fully distributed tracer-aided ecohydrological model tracking water, isotopes, and nutrients
Songjun Wu, Doerthe Tetzlaff, Yi Zheng, and Chris Soulsby
Geosci. Model Dev., 19, 2257–2278, https://doi.org/10.5194/gmd-19-2257-2026,https://doi.org/10.5194/gmd-19-2257-2026, 2026
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19 Mar 2026
Improvement of the computational efficiency in SVD-3DEnVar data assimilation scheme and its preliminary application to the TRAMS 3.0 model
Kun Liu, Daosheng Xu, Fei Zheng, Juanxiong He, Chun Li, Jeremy Cheuk-Hin Leung, Mingyang Zhang, Dingchi Zhao, Quanjun He, Yuewei Zhang, Yi Li, and Banglin Zhang
Geosci. Model Dev., 19, 2279–2297, https://doi.org/10.5194/gmd-19-2279-2026,https://doi.org/10.5194/gmd-19-2279-2026, 2026
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18 Mar 2026
Assessing the impact of solar climate intervention on future U.S. weather using a convection-permitting WRF model
Lantao Sun, James W. Hurrell, Kristen L. Rasmussen, Bali Summers, Erin A. Sherman, and Ben Kravitz
Geosci. Model Dev., 19, 2239–2256, https://doi.org/10.5194/gmd-19-2239-2026,https://doi.org/10.5194/gmd-19-2239-2026, 2026
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18 Mar 2026
The CMIP6-downscaled CORDEX-Southeast Asia (SEA) ensemble: evaluation and benchmarking for megacities of SEA
Phuong Loan Nguyen, Lisa V. Alexander, Thanh Ngo-Duc, Faye Cruz, Jerasorn Santisirisomboon, Liew Juneng, Donaldi S. Permana, Jing Xiang Chung, Julie Mae Dado, John L. McGregor, Grace Redmond, Tse Wai Po, Fredolin Tangang, Tan Phan-Van, Son C. H. Truong, Marcus Thatcher, Long Trinh-Tuan, Ummu Ma’rufah, Jennifer Tibay, Giovanni Di Virgilio, and Stephen White
EGUsphere, https://doi.org/10.5194/egusphere-2026-1325,https://doi.org/10.5194/egusphere-2026-1325, 2026
Preprint under review for GMD (discussion: open, 1 comment)
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18 Mar 2026
Integrating Ozone–vegetation Damage Schemes into SSiB4/TRIFFID: Evaluation of Six Parameterizations and Refinement of Ozone Decay Process Across Plant Functional Types
Lingfeng Li, Bo Qiu, Siwen Zhao, Xin Miao, Chaorong Chen, Jiuyi Chen, Yueyang Ni, Xin Huang, Haishan Chen, and Weidong Guo
EGUsphere, https://doi.org/10.5194/egusphere-2026-1335,https://doi.org/10.5194/egusphere-2026-1335, 2026
Preprint under review for GMD (discussion: open, 0 comments)
Short summary
17 Mar 2026
HIDRA-D: deep-learning model for dense sea level forecasting using sparse altimetry and tide gauge data
Marko Rus, Matjaž Ličer, and Matej Kristan
Geosci. Model Dev., 19, 2177–2195, https://doi.org/10.5194/gmd-19-2177-2026,https://doi.org/10.5194/gmd-19-2177-2026, 2026
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17 Mar 2026
Assessing and enhancing Noah-MP land surface modeling over tropical forests using machine learning techniques
Yanyan Cheng, Yaomin Wang, Kalli Furtado, Cenlin He, Fei Chen, Alan D. Ziegler, Song Chen, Matteo Detto, Yuna Mao, Baoxiang Pan, Yoshiko Kosugi, Marryanna Lion, Shoji Noguchi, Satoru Takanashi, Lulie Melling, and Baoqing Zhang
Geosci. Model Dev., 19, 2197–2217, https://doi.org/10.5194/gmd-19-2197-2026,https://doi.org/10.5194/gmd-19-2197-2026, 2026
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17 Mar 2026
Recognizing spatial geochemical anomaly patterns using deformable convolutional networks guided with geological knowledge
Xinyu Zhang, Yihui Xiong, and Zhiyi Chen
Geosci. Model Dev., 19, 2219–2238, https://doi.org/10.5194/gmd-19-2219-2026,https://doi.org/10.5194/gmd-19-2219-2026, 2026
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17 Mar 2026
DeepMelt-GL v1: A neural network emulator of ice-shelf melt rates for use in ocean models which partially resolve ice-shelf cavities
Helen Ockenden, Clara Burgard, Pierre Mathiot, Christoph Kittel, Achille Gellens, Cécile Agosta, and Nicolas C. Jourdain
EGUsphere, https://doi.org/10.5194/egusphere-2025-6314,https://doi.org/10.5194/egusphere-2025-6314, 2026
Preprint under review for GMD (discussion: open, 0 comments)
Short summary
17 Mar 2026
PLSTM-Reg v1.0: A regional physics-encoded LSTM model for simulating reservoir operations under data scarcity
Bin Yu, Yanan Chen, and Yi Zheng
EGUsphere, https://doi.org/10.5194/egusphere-2026-1098,https://doi.org/10.5194/egusphere-2026-1098, 2026
Preprint under review for GMD (discussion: open, 1 comment)
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17 Mar 2026
CMIP6 data usage: Lessons learned from more than 200 million downloads
Juliette Lavoie, Aude Carreric, Alistair Duffey, Giovanni Chellini, and Elisa Ziegler
EGUsphere, https://doi.org/10.5194/egusphere-2026-1246,https://doi.org/10.5194/egusphere-2026-1246, 2026
Preprint under review for GMD (discussion: open, 0 comments)
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16 Mar 2026
Development of the global chemistry-climate coupled model BCC-GEOS-Chem v2.0: improved atmospheric chemistry performance and new capability of chemistry-climate interactions
Ruize Sun, Xiao Lu, Haipeng Lin, Tongwen Wu, Xingpei Ye, Lu Shen, Xuan Wang, Haolin Wang, Jingyu Li, Ni Lu, Jiayin Su, Jie Zhang, Fang Zhang, Xiaoge Xin, Xiong Liu, Xiao Yang, and Lin Zhang
Geosci. Model Dev., 19, 2111–2136, https://doi.org/10.5194/gmd-19-2111-2026,https://doi.org/10.5194/gmd-19-2111-2026, 2026
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16 Mar 2026
The BiogeochemicAl Model for Hypoxic and Benthic Influenced areas: BAMHBI v1.0
Marilaure Grégoire, Luc Vandenbulcke, Séverine Chevalier, Mathurin Choblet, Ilya Drozd, Jean-François Grailet, Evgeny Ivanov, Loïc Macé, Polina Verezemskaya, Haolin Yu, Lauranne Alaerts, Ny Riana Randresihaja, Victor Mangeleer, Guillaume Maertens de Noordhout, Arthur Capet, Catherine Meulders, Anne Mouchet, Guy Munhoven, and Karline Soetaert
Geosci. Model Dev., 19, 2137–2175, https://doi.org/10.5194/gmd-19-2137-2026,https://doi.org/10.5194/gmd-19-2137-2026, 2026
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16 Mar 2026
Process-based evaluation of green roof models for assessment of heat mitigation efficacy in WRF (v4.3.1) and EnergyPlus (v8.6.0)
Maria Martinez Mendoza, Alireza Saeedi, James A. Voogt, and E. Scott Krayenhoff
EGUsphere, https://doi.org/10.5194/egusphere-2026-981,https://doi.org/10.5194/egusphere-2026-981, 2026
Preprint under review for GMD (discussion: open, 0 comments)
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13 Mar 2026
Global fully coupled climate-aerosol CMA-CPSv4: aerosol simulation performance
Mengzhe Zheng, Tongwen Wu, Yixiong Lu, Weihua Jie, Yiming Liu, Xiaoge Xin, Jie Zhang, He Zhao, Xindan Zhang, and Jiajie Yang
EGUsphere, https://doi.org/10.5194/egusphere-2026-599,https://doi.org/10.5194/egusphere-2026-599, 2026
Preprint under review for GMD (discussion: open, 0 comments)
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13 Mar 2026
Implementation and Evaluation of an Observation-Constrained Secondary Organic Aerosol Parameterization in MOZART–GOCART Chemistry in WRF-Chem
Rajmal Jat, Akash Sagar Vispute, Sachin D. Ghude, Rajesh Kumar, Vinayak Sinha, Baerbel Sinha, Gaurav Govardhan, Zhining Tao, Prafull P. Yadav, Sandeep Wagh, Sreyashi Debnath, Aditi Rathore, and Madhavan Rajeevan
EGUsphere, https://doi.org/10.5194/egusphere-2026-1302,https://doi.org/10.5194/egusphere-2026-1302, 2026
Preprint under review for GMD (discussion: open, 2 comments)
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12 Mar 2026
Assessment of transparent exopolymer particles in the Arctic Ocean implemented into the coupled ocean–sea ice–biogeochemistry model FESOM2.1–REcoM3
Moritz Zeising, Laurent Oziel, Silke Thoms, Özgür Gürses, Judith Hauck, Bernd Heinold, Svetlana N. Losa, Manuela van Pinxteren, Christoph Völker, Sebastian Zeppenfeld, and Astrid Bracher
Geosci. Model Dev., 19, 2077–2109, https://doi.org/10.5194/gmd-19-2077-2026,https://doi.org/10.5194/gmd-19-2077-2026, 2026
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12 Mar 2026
Code accessibility and code quality across phases of the models of the Coupled Model Intercomparison Project
Michael García-Rodríguez, Javier Rodeiro-Iglesias, and Juan A. Añel
EGUsphere, https://doi.org/10.5194/egusphere-2025-6108,https://doi.org/10.5194/egusphere-2025-6108, 2026
Preprint under review for GMD (discussion: open, 0 comments)
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12 Mar 2026
Phenomena and Processes: A New MJO Diagnostic Framework using Moisture Mode Theory as the Testbed
Chun-Hao Chang, Kai-Chih Tseng, and Eric D. Maloney
EGUsphere, https://doi.org/10.5194/egusphere-2026-1153,https://doi.org/10.5194/egusphere-2026-1153, 2026
Preprint under review for GMD (discussion: open, 1 comment)
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12 Mar 2026
Development of the TCWA2 Bulk Cloud Microphysics Scheme and Its Integration with a Dual-Polarization Radar Operator for Forecasting Applications
Tzu-Chin Tsai, Jen-Ping Chen, Zhiquan Liu, Siou-Ying Jiang, Rong Kong, Ying-Jhang Wu, Junmei Ban, Ling-Feng Hsiao, Yu-Shuang Tang, Pao-Liang Chang, and Jing-Shan Hong
External preprint server, https://doi.org/10.22541/essoar.177248713.30739498/v1,https://doi.org/10.22541/essoar.177248713.30739498/v1, 2026
Preprint under review for GMD (discussion: open, 0 comments)
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11 Mar 2026
Dynamical linkages between planetary boundary layer schemes and wildfire spread processes: a case study using WRF-Fire version 4.6
Yongli Wang, Chun Yang, Lamei Shi, Qichao Yao, and Linhao Zhong
Geosci. Model Dev., 19, 2059–2075, https://doi.org/10.5194/gmd-19-2059-2026,https://doi.org/10.5194/gmd-19-2059-2026, 2026
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11 Mar 2026
CHANS-SD-YRB V1.0: a system dynamics model of the coupled human-natural systems for the Yellow River Basin
Shan Sang, Yan Li, Shuang Zong, Lu Yu, Shuai Wang, Yanxu Liu, Xutong Wu, Shuang Song, Wenwu Zhao, Xuhui Wang, and Bojie Fu
Geosci. Model Dev., 19, 2039–2058, https://doi.org/10.5194/gmd-19-2039-2026,https://doi.org/10.5194/gmd-19-2039-2026, 2026
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11 Mar 2026
Validation of the ALARO1-SFX (CY43T2) regional climate model over Belgium across different resolutions
Wout Dewettinck, Hans Van de Vyver, Daan Degrauwe, Rafiq Hamdi, Michiel Van Ginderachter, Bert Van Schaeybroeck, Kwinten Van Weverberg, Kobe Vandelanotte, Steven Caluwaerts, and Piet Termonia
EGUsphere, https://doi.org/10.5194/egusphere-2025-2043,https://doi.org/10.5194/egusphere-2025-2043, 2026
Preprint under review for GMD (discussion: open, 0 comments)
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11 Mar 2026
Assimilation of ground based lidar and ceilometer observations of aerosols from the European E-Profile network into ECMWF's Integrated Forecasting System (IFS-COMPO, CY49R1)
Michael Kahnert, Melanie Ades, Mickaël Bacles, Johannes Flemming, Vincent Guidard, Alexander Haefele, Robin J. Hogan, Samuel Rémy, and Eric Sauvageat
EGUsphere, https://doi.org/10.5194/egusphere-2025-6077,https://doi.org/10.5194/egusphere-2025-6077, 2026
Preprint under review for GMD (discussion: open, 0 comments)
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11 Mar 2026
Deploying Machine Learning components coupled to Earth System Models with OASIS3-MCT (v6) and Eophis (v1.1)
Alexis Barge, Julien Le Sommer, Andrea Storto, and Sophie Valcke
EGUsphere, https://doi.org/10.5194/egusphere-2026-854,https://doi.org/10.5194/egusphere-2026-854, 2026
Preprint under review for GMD (discussion: open, 0 comments)
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11 Mar 2026
CESM2/CARMA Cloud and CARMA Aerosol Model Descriptions
Yunqian Zhu, Cheng-Cheng Liu, Charles Bardeen, Lu Wang, Simone Tilmes, Ilaria Quaglia, Christopher M. Maloney, Francis Vitt, and Owen Brian Toon
External preprint server, https://doi.org/10.22541/essoar.177135577.71771059/v1,https://doi.org/10.22541/essoar.177135577.71771059/v1, 2026
Preprint under review for GMD (discussion: open, 0 comments)
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10 Mar 2026
Accumulation-based Runoff and Pluvial Flood Estimation Tool (AccRo v.1.0)
Hannes Leistert, Andreas Hänsler, Max Schmit, Andreas Steinbrich, and Markus Weiler
Geosci. Model Dev., 19, 2023–2037, https://doi.org/10.5194/gmd-19-2023-2026,https://doi.org/10.5194/gmd-19-2023-2026, 2026
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10 Mar 2026
GeoSIRR 1.0: Conversational Geological Cross-Section Modeling Using Large Language Models
Denis Anikiev, Juan Esteban Mosquera, Korhan Ayranci, Judith Bott, and Umair Bin Waheed
EGUsphere, https://doi.org/10.5194/egusphere-2025-6545,https://doi.org/10.5194/egusphere-2025-6545, 2026
Preprint under review for GMD (discussion: open, 0 comments)
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10 Mar 2026
EnviFlux (v1.0): a simplified surface flux inversion tool based on four-dimensional variational data assimilation (4D-Var)
Ross Noel Bannister
EGUsphere, https://doi.org/10.5194/egusphere-2025-6352,https://doi.org/10.5194/egusphere-2025-6352, 2026
Preprint under review for GMD (discussion: open, 1 comment)
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10 Mar 2026
Conservation of Heat in the Coupled Arctic Prediction System (CAPS v1.1): Comprehensive model evaluation based on the MOSAiC observations
Chao-Yuan Yang, Fengguan Gu, Jiping Liu, Annette Rinke, Hu Yang, and Xiaoxu Shi
EGUsphere, https://doi.org/10.5194/egusphere-2026-362,https://doi.org/10.5194/egusphere-2026-362, 2026
Preprint under review for GMD (discussion: open, 0 comments)
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10 Mar 2026
Observation operator and detection limits for MODIS and VIIRS Fire Radiative Power products
Mikhail Sofiev and Rostislav Kouznetsov
EGUsphere, https://doi.org/10.5194/egusphere-2026-89,https://doi.org/10.5194/egusphere-2026-89, 2026
Preprint under review for GMD (discussion: open, 0 comments)
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10 Mar 2026
Process-based upgrades to the WRF multi-layer green-roof scheme (WRF-MLGR v2.0) and evaluation against field observations
Alireza Saeedi, Maria Martinez Mendoza, Eric Scott Krayenhoff, James Voogt, Andrea Zonato, Sylvie Leroyer, and Claudia Wagner-Riddle
EGUsphere, https://doi.org/10.5194/egusphere-2026-984,https://doi.org/10.5194/egusphere-2026-984, 2026
Preprint under review for GMD (discussion: open, 0 comments)
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09 Mar 2026
Implementation of a dry surface layer soil resistance in two contrasting semi-arid sites with SURFEX-ISBA V9.0
Belén Martí, Jannis Groh, Guylaine Canut, and Aaron Boone
Geosci. Model Dev., 19, 1991–2021, https://doi.org/10.5194/gmd-19-1991-2026,https://doi.org/10.5194/gmd-19-1991-2026, 2026
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09 Mar 2026
RADIv2: an adaptable and versatile diagenetic model for coastal and open-ocean sediments
Hinne F. van der Zant, Olivier Sulpis, Jack J. Middelburg, Matthew P. Humphreys, Raphaël Savelli, Dustin Carroll, Dimitris Menemenlis, Kay Sušelj, and Vincent Le Fouest
Geosci. Model Dev., 19, 1965–1989, https://doi.org/10.5194/gmd-19-1965-2026,https://doi.org/10.5194/gmd-19-1965-2026, 2026
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09 Mar 2026
Improving thermodynamic nudging in the E3SM Atmosphere Model version 2 (EAMv2): strategy and hindcast skills on weather systems
Shixuan Zhang, L. Ruby Leung, Bryce E. Harrop, Aniruddha Bora, George Karniadakis, Khemraj Shukla, and Kai Zhang
Geosci. Model Dev., 19, 1937–1964, https://doi.org/10.5194/gmd-19-1937-2026,https://doi.org/10.5194/gmd-19-1937-2026, 2026
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09 Mar 2026
Python-Fortran Hybrid Programming for Deep Incorporation of AI and Physics Modeling and Data Assimilation (Hf2pMDA_1.0)
Xianrui Zhu, Zikuan Lin, Shaoqing Zhang, Zebin Lu, Songhua Wu, Xiangyun Hou, Zhisheng Xiao, Zhicheng Ren, Jiangyu Li, Jing Xu, Yang Gao, Rixu Hao, Xiaolin Yu, and Mingkui Li
EGUsphere, https://doi.org/10.5194/egusphere-2025-6479,https://doi.org/10.5194/egusphere-2025-6479, 2026
Preprint under review for GMD (discussion: open, 1 comment)
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09 Mar 2026
CEDDAR v1.0.2: Bridging physics and generative modelling for regional precipitation with controllable diffusion-based downscaling
Thea Quistgaard, Tanja Denager, Raphael J. M. Schneider, Jesper R. Christiansen, Simon Stisen, and Peter L. Langen
EGUsphere, https://doi.org/10.5194/egusphere-2026-1139,https://doi.org/10.5194/egusphere-2026-1139, 2026
Preprint under review for GMD (discussion: open, 0 comments)
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06 Mar 2026
Assessing seasonal climate predictability using a deep learning application: NN4CAST
Víctor Galván Fraile, Belén Rodríguez-Fonseca, Irene Polo, Marta Martín-Rey, and María N. Moreno-García
Geosci. Model Dev., 19, 1917–1935, https://doi.org/10.5194/gmd-19-1917-2026,https://doi.org/10.5194/gmd-19-1917-2026, 2026
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06 Mar 2026
A process-based modeling of soil organic matter physical properties for land surface models – Part 2 : Global land surface simulations and mineral soil compaction adjustment
Bertrand Decharme, Diane Tzanos, Lucas Hardouin, Aaron Boone, Marie Minvielle, Patrick Le Moigne, and Rémi Gaillard
EGUsphere, https://doi.org/10.5194/egusphere-2026-860,https://doi.org/10.5194/egusphere-2026-860, 2026
Preprint under review for GMD (discussion: open, 0 comments)
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06 Mar 2026
Implementation of the reduced complexity model InMAP at urban scale using a high-resolution WRF-Chem simulation
Diego Roberto Rojas Neisa, Alejandro Piracoca-Mayorga, Sebastián Espitia-Cano, and Ricardo Morales Betancourt
EGUsphere, https://doi.org/10.5194/egusphere-2026-797,https://doi.org/10.5194/egusphere-2026-797, 2026
Preprint under review for GMD (discussion: open, 1 comment)
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06 Mar 2026
All-sky ATMS radiance data assimilation with MPAS-JEDI
Junmei Ban, Zhiquan Liu, Byoung-Joo Jung, Ivette Hernandez Banos, Benjamin Ruston, and Andrew Collard
EGUsphere, https://doi.org/10.5194/egusphere-2026-1047,https://doi.org/10.5194/egusphere-2026-1047, 2026
Preprint under review for GMD (discussion: open, 0 comments)
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06 Mar 2026
High-resolution mapping of air quality across Europe: an ensemble machine and deep learning framework integrating multi-scale spatial predictors (CHROMAP v1.0)
Antoine Guion, Alicia Gressent, Gaël Descombes, Yassine Janati, Elsa Real, Anthony Ung, Frédérik Meleux, Simone Schucht, and Augustin Colette
EGUsphere, https://doi.org/10.5194/egusphere-2026-1109,https://doi.org/10.5194/egusphere-2026-1109, 2026
Preprint under review for GMD (discussion: open, 2 comments)
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05 Mar 2026
Enabling fast greenhouse gas emissions inference from satellites with GATES: a Graph-Neural-Network Atmospheric Transport Emulation System
Elena Fillola, Raul Santos-Rodriguez, Rachel Tunnicliffe, Jeffrey N. Clark, Nawid Keshtmand, Anita Ganesan, and Matthew Rigby
Geosci. Model Dev., 19, 1893–1915, https://doi.org/10.5194/gmd-19-1893-2026,https://doi.org/10.5194/gmd-19-1893-2026, 2026
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05 Mar 2026
An ADCP-Based Data-Driven Framework for Proxy Sediment Transport Monitoring: From Controlled Flumes to Natural Rivers
Mohammd Tanvir Haque Tuhin, Reinhard Hinkelmann, and Christoph Mudersbach
EGUsphere, https://doi.org/10.5194/egusphere-2025-6190,https://doi.org/10.5194/egusphere-2025-6190, 2026
Preprint under review for GMD (discussion: open, 0 comments)
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05 Mar 2026
Development and Preliminary Validation of an EnKF-Like Image Assimilation System for the Common Land Model
Xuesong Bai, Zhaohui Lin, Zhengkun Qin, and Juan Li
EGUsphere, https://doi.org/10.5194/egusphere-2025-6463,https://doi.org/10.5194/egusphere-2025-6463, 2026
Preprint under review for GMD (discussion: open, 3 comments)
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05 Mar 2026
GPU-accelerated Finite-Element Method for the Three-dimensional Unstructured Mesh Atmospheric Dynamic Framework
Leisheng Li, Ximeng Fu, Xiyu Zheng, Huiyuan Li, and Jinxi Li
EGUsphere, https://doi.org/10.5194/egusphere-2026-695,https://doi.org/10.5194/egusphere-2026-695, 2026
Preprint under review for GMD (discussion: open, 0 comments)
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05 Mar 2026
Integrating reservoirs and lakes in the CoSWAT global hydrological model
Jose P. Teran, Celray J. Chawanda, Albert Nkwasa, Inne Vanderkelen, Jeffrey G. Arnold, and Ann Van Griensven
EGUsphere, https://doi.org/10.5194/egusphere-2026-881,https://doi.org/10.5194/egusphere-2026-881, 2026
Preprint under review for GMD (discussion: open, 2 comments)
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05 Mar 2026
PALM-CO2 (v01): A High-Resolution Urban CO2 Transport Model with Anthropogenic and Biogenic Fluxes
Linfeng Li, Jie Zheng, and Fangxin Fang
EGUsphere, https://doi.org/10.5194/egusphere-2026-970,https://doi.org/10.5194/egusphere-2026-970, 2026
Preprint under review for GMD (discussion: open, 0 comments)
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04 Mar 2026
A Climate Intervention Dynamical Emulator (CIDER) for scenario space exploration
Jared Farley, Douglas G. MacMartin, Daniele Visioni, Ben Kravitz, Ewa M. Bednarz, Alistair Duffey, Matthew Henry, and Ali Akherati
Geosci. Model Dev., 19, 1809–1831, https://doi.org/10.5194/gmd-19-1809-2026,https://doi.org/10.5194/gmd-19-1809-2026, 2026
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04 Mar 2026
Deposition velocity concept does not apply to fluxes of ambient aerosol
Rostislav Kouznetsov, Mikhail Sofiev, Andreas Uppstu, and Risto Hänninen
Geosci. Model Dev., 19, 1833–1847, https://doi.org/10.5194/gmd-19-1833-2026,https://doi.org/10.5194/gmd-19-1833-2026, 2026
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04 Mar 2026
20 years of trials and insights: bridging legacy and next generation in ParFlow and Land Surface Model Coupling
Chen Yang, Aoqi Sun, Shupeng Zhang, Yongjiu Dai, Stefan Kollet, and Reed Maxwell
Geosci. Model Dev., 19, 1849–1866, https://doi.org/10.5194/gmd-19-1849-2026,https://doi.org/10.5194/gmd-19-1849-2026, 2026
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04 Mar 2026
Data-driven discovery and model reduction methods for the atmospheric effects of high altitude emissions
Jurriaan A. van 't Hoff, Tom S. van Cranenburgh, Urban Fasel, and Irene C. Dedoussi
Geosci. Model Dev., 19, 1867–1892, https://doi.org/10.5194/gmd-19-1867-2026,https://doi.org/10.5194/gmd-19-1867-2026, 2026
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04 Mar 2026
Effects of assimilating phytoplankton carbon in marine ecosystem modelling in NEMO4.0.4-MEDUSA2.0-PDAF2.0
Yumeng Chen, Dale Partridge, and Lars Nerger
EGUsphere, https://doi.org/10.5194/egusphere-2025-5851,https://doi.org/10.5194/egusphere-2025-5851, 2026
Preprint under review for GMD (discussion: open, 0 comments)
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04 Mar 2026
A deep learning framework for gridding daily climate variables from a sparse station network
Alexandru Dumitrescu
EGUsphere, https://doi.org/10.5194/egusphere-2026-223,https://doi.org/10.5194/egusphere-2026-223, 2026
Preprint under review for GMD (discussion: open, 0 comments)
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04 Mar 2026
palm_csd 25.10: A processing tool for static input data in the PALM model system
Sebastian Schubert, Julian Anders, Tobias Gronemeier, Björn Maronga, and Mohamed Salim
EGUsphere, https://doi.org/10.5194/egusphere-2026-355,https://doi.org/10.5194/egusphere-2026-355, 2026
Preprint under review for GMD (discussion: open, 0 comments)
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04 Mar 2026
New framework for benchmarking decadal predictions leveraging the PCMDI Metric Package with interactive visualization
Jung Choi, Jiwoo Lee, Kristin Chang, Paul A. Ullrich, Peter J. Gleckler, and Sang-Yoon Jun
EGUsphere, https://doi.org/10.5194/egusphere-2026-958,https://doi.org/10.5194/egusphere-2026-958, 2026
Preprint under review for GMD (discussion: open, 0 comments)
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03 Mar 2026
Conditional diffusion models for downscaling and bias correction of Earth system model precipitation
Michael Aich, Philipp Hess, Baoxiang Pan, Sebastian Bathiany, Yu Huang, and Niklas Boers
Geosci. Model Dev., 19, 1791–1808, https://doi.org/10.5194/gmd-19-1791-2026,https://doi.org/10.5194/gmd-19-1791-2026, 2026
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03 Mar 2026
Implementation of a sigma coordinate system in PALM-Sigma v1.0 (based on PALM v21.10) for LES study of the marine atmospheric boundary layer
Xu Ning and Mostafa Bakhoday-Paskyabi
Geosci. Model Dev., 19, 1769–1789, https://doi.org/10.5194/gmd-19-1769-2026,https://doi.org/10.5194/gmd-19-1769-2026, 2026
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03 Mar 2026
Beyond behavioural models: equifinality and overparameterisation undermine confidence in predictions by soil organic matter models
Marijn Van de Broek and Johan Six
EGUsphere, https://doi.org/10.5194/egusphere-2025-6297,https://doi.org/10.5194/egusphere-2025-6297, 2026
Preprint under review for GMD (discussion: open, 0 comments)
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03 Mar 2026
A unified Hapke-HSR + MARMIT-2 soil radiative transfer model for reflectance simulation under varying moisture conditions
Anxin Ding, Han Ma, Shunlin Liang, Ziti Jiao, Alexander A. Kokhanovsky, Hanyu Shi, and Rui Xie
EGUsphere, https://doi.org/10.5194/egusphere-2026-344,https://doi.org/10.5194/egusphere-2026-344, 2026
Preprint under review for GMD (discussion: open, 1 comment)
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03 Mar 2026
An Online Spectral Nudging-Based Correction System: Improving Physical Model Forecasts by Incorporating Large-Scale Circulations Derived from Machine Learning Models
Yong Su, Jincheng Wang, Xueshun Shen, Couhua Liu, Xingliang Li, Hao Jing, Jin Zhang, and Yingying Hu
EGUsphere, https://doi.org/10.5194/egusphere-2026-396,https://doi.org/10.5194/egusphere-2026-396, 2026
Preprint under review for GMD (discussion: open, 0 comments)
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02 Mar 2026
Improved bathymetry estimates beneath Amundsen Sea ice shelves using a Markov Chain Monte Carlo gravity inversion (GravMCMC, version 1)
Michael J. Field, Emma J. MacKie, Lijing Wang, Atsuhiro Muto, and Niya Shao
Geosci. Model Dev., 19, 1749–1768, https://doi.org/10.5194/gmd-19-1749-2026,https://doi.org/10.5194/gmd-19-1749-2026, 2026
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02 Mar 2026
Effectively Assimilate Satellite Land Surface Temperature into Offline Land Surface Models within Ensemble-based Assimilation Frameworks
Yunhao Fu, Yongjun Zheng, and Jingjia Luo
EGUsphere, https://doi.org/10.5194/egusphere-2025-6159,https://doi.org/10.5194/egusphere-2025-6159, 2026
Preprint under review for GMD (discussion: open, 2 comments)
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27 Feb 2026
A Transformer-based agent model of GEOS-Chem v14.2.2 for informative prediction of PM2.5 and O3 levels to future emission scenarios: TGEOS v1.0
Dehao Li, Jianbing Jin, Guoqiang Wang, Mijie Pang, Weihong Zhang, and Hong Liao
Geosci. Model Dev., 19, 1703–1725, https://doi.org/10.5194/gmd-19-1703-2026,https://doi.org/10.5194/gmd-19-1703-2026, 2026
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27 Feb 2026
GHGPSE-Net: a method towards spaceborne automated extraction of greenhouse-gas point sources using point-object-detection deep neural network
Yiguo Pang, Denghui Hu, Longfei Tian, Shuang Gao, and Guohua Liu
Geosci. Model Dev., 19, 1683–1702, https://doi.org/10.5194/gmd-19-1683-2026,https://doi.org/10.5194/gmd-19-1683-2026, 2026
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27 Feb 2026
Advancing ecohydrological modelling: coupling LPJ-GUESS with ParFlow for integrated vegetation and surface-subsurface hydrology simulations
Zitong Jia, Shouzhi Chen, Yongshuo H. Fu, David Martín Belda, David Wårlind, Stefan Olin, Chongyu Xu, and Jing Tang
Geosci. Model Dev., 19, 1727–1747, https://doi.org/10.5194/gmd-19-1727-2026,https://doi.org/10.5194/gmd-19-1727-2026, 2026
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27 Feb 2026
The atmospheric composition component of the ICON modeling framework: ICON-ART version 2025.10
Gholam Ali Hoshyaripour, Andreas Baer, Sascha Bierbauer, Julia Bruckert, Dominik Brunner, Jochen Förstner, Arash Hamzehloo, Valentin Hanft, Corina Keller, Martina Klose, Pankaj Kumar, Patrick Ludwig, Enrico Metzner, Lisa Muth, Andreas Pauling, Nikolas Porz, Maryam Ramezani Ziarani, Thomas Reddmann, Luca Reißig, Roland Ruhnke, Khompat Satitkovitchai, Axel Seifert, Miriam Sinnhuber, Michael Steiner, Stefan Versick, Heike Vogel, Michael Weimer, Sven Werchner, and Corinna Hoose
Geosci. Model Dev., 19, 1645–1681, https://doi.org/10.5194/gmd-19-1645-2026,https://doi.org/10.5194/gmd-19-1645-2026, 2026
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27 Feb 2026
Optimization of snow cover fraction parameterization in the Community Land Model: implementation and preliminary validation over Tibetan Plateau
Kai Yang, Chenghai Wang, Yang Cui, Lingyun Ai, Feimin Zhang, and Pinghan Zhaoye
EGUsphere, https://doi.org/10.5194/egusphere-2025-6490,https://doi.org/10.5194/egusphere-2025-6490, 2026
Preprint under review for GMD (discussion: open, 1 comment)
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27 Feb 2026
INFLOW-AI v2.1: A Machine Learning Framework for Predicting Out-of-Sample Extreme Seasonal Flood Extents
Jessica Rapson, Elisabeth Stephens, Ross I. Maidment, and Rogerio Bonifacio
EGUsphere, https://doi.org/10.5194/egusphere-2026-66,https://doi.org/10.5194/egusphere-2026-66, 2026
Preprint under review for GMD (discussion: open, 0 comments)
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27 Feb 2026
Comprehensive Inter-comparison of Generative AI Models for Super-Resolution Precipitation Downscaling Across Hydroclimatic Regimes
Shivam Singh, Simon Michael Papalexiou, Hebatallah M. Abdelmoaty, Tom Hartvigsen, and Antonios Mamalakis
EGUsphere, https://doi.org/10.5194/egusphere-2026-861,https://doi.org/10.5194/egusphere-2026-861, 2026
Preprint under review for GMD (discussion: open, 3 comments)
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26 Feb 2026
Assessment of gap-filling techniques applied to satellite phytoplankton composition products for the Atlantic Ocean
Ehsan Mehdipour, Hongyan Xi, Alexander Barth, Aida Alvera-Azcárate, Adalbert Wilhelm, and Astrid Bracher
Geosci. Model Dev., 19, 1619–1643, https://doi.org/10.5194/gmd-19-1619-2026,https://doi.org/10.5194/gmd-19-1619-2026, 2026
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26 Feb 2026
Prognostic simulations of mixed-phase clouds with model AC-1D v1.0: the impact of aerosol types and freezing parameterizations on ice crystal budgets
Yijia Sun, Ann M. Fridlind, Israel Silber, Nicole Riemer, and Daniel A. Knopf
Geosci. Model Dev., 19, 1581–1617, https://doi.org/10.5194/gmd-19-1581-2026,https://doi.org/10.5194/gmd-19-1581-2026, 2026
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26 Feb 2026
Weather and air pollution influences on solar energy performance in West Africa: A Bayesian nonlinear mixed-effects approach
Konin Pierre-Claver Kakou, Dungall Laouali, Boko Aka, and Georg Frey
EGUsphere, https://doi.org/10.5194/egusphere-2025-6054,https://doi.org/10.5194/egusphere-2025-6054, 2026
Preprint under review for GMD (discussion: open, 0 comments)
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