Reconciling surface deflections from simulations of global mantle convection by C. P. B. O'Malley, C. P. B. O'Malley, G. G. Roberts, J. Panton, F. D. Richards, J. H. Davies, V. M. Fernandes, V. M. Fernandes, S. Ghelichkhan

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Diagnosis of winter precipitation types using the spectral bin model (version 1DSBM-19M): comparison of five methods using ICE-POP 2018 field experiment data by W. Bang, J. T. Carlin, K. Kim, A. V. Ryzhkov, A. V. Ryzhkov, G. Liu, G. Lee

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A Flexible Snow Model (FSM 2.1.1) including a forest canopy by R. Essery, G. Mazzotti, G. Mazzotti, S. Barr, S. Barr, T. Jonas, T. Quaife, N. Rutter

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ClimKern v1.2: a new Python package and kernel repository for calculating radiative feedbacks by T. P. Janoski, T. P. Janoski, T. P. Janoski, T. P. Janoski, T. P. Janoski, I. Mitevski, R. J. Kramer, M. Previdi, L. M. Polvani, L. M. Polvani, L. M. Polvani

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Interpolating turbulent heat fluxes missing from a prairie observation on the Tibetan Plateau using artificial intelligence models by Q. Hou, Z. Gao, Z. Gao, Z. Duan, M. Yu

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Potential-based thermodynamics with consistent conservative cascade transport for implicit large eddy simulation: PTerodaC³TILES version 1.0 by J. Thuburn

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UA-ICON with the NWP physics package (version ua-icon-2.1): mean state and variability of the middle atmosphere by M. Kunze, C. Zülicke, T. A. Siddiqui, T. A. Siddiqui, C. C. Stephan, Y. Yamazaki, C. Stolle, S. Borchert, H. Schmidt

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Bridging the gap: a new module for human water use in the Community Earth System Model version 2.2.1 by S. I. Taranu, D. M. Lawrence, Y. Wada, Y. Wada, T. Tang, T. Tang, E. Kluzek, S. Rabin, Y. Yao, S. J. De Hertog, S. J. De Hertog, I. Vanderkelen, I. Vanderkelen, I. Vanderkelen, W. Thiery

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The very-high-resolution configuration of the EC-Earth global model for HighResMIP by E. Moreno-Chamarro, E. Moreno-Chamarro, E. Moreno-Chamarro, T. Arsouze, T. Arsouze, M. Acosta, P.-A. Bretonnière, M. Castrillo, E. Ferrer, A. Frigola, D. Kuznetsova, E. Martin-Martinez, P. Ortega, S. Palomas

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Remote-sensing-based forest canopy height mapping: some models are useful, but might they provide us with even more insights when combined? by N. Besic, N. Picard, C. Vega, J.-D. Bontemps, L. Hertzog, J.-P. Renaud, J.-P. Renaud, F. Fogel, M. Schwartz, A. Pellissier-Tanon, G. Destouet, F. Mortier, F. Mortier, M. Planells-Rodriguez, P. Ciais

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Alquimia v1.0: a generic interface to biogeochemical codes – a tool for interoperable development, prototyping and benchmarking for multiphysics simulators by S. Molins, B. J. Andre, J. N. Johnson, J. N. Johnson, G. E. Hammond, B. N. Sulman, K. Lipnikov, M. S. Day, J. J. Beisman, D. Svyatsky, H. Deng, P. C. Lichtner, C. I. Steefel, J. D. Moulton

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SnowQM 1.0: a fast R package for bias-correcting spatial fields of snow water equivalent using quantile mapping by A. Michel, A. Michel, J. Aschauer, T. Jonas, S. Gubler, S. Kotlarski, C. Marty

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SynRad v1.0: a radar forward operator to simulate synthetic weather radar observations from volcanic ash clouds by V. Nair, A. Mohanathan, M. Herzog, D. G. Macfarlane, D. A. Robertson

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The Earth System Grid Federation (ESGF) Virtual Aggregation (CMIP6 v20240125) by E. Cimadevilla, B. N. Lawrence, A. S. Cofiño

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HTAP3 Fires: towards a multi-model, multi-pollutant study of fire impacts by C. H. Whaley, T. Butler, J. A. Adame, R. Ambulkar, R. Ambulkar, S. R. Arnold, R. R. Buchholz, B. Gaubert, D. S. Hamilton, M. Huang, H. Hung, J. W. Kaiser, J. W. Kaminski, C. Knote, G. Koren, J.-L. Kouassi, M. Lin, T. Liu, J. Ma, K. Manomaiphiboon, E. Bergas Masso, E. Bergas Masso, J. L. McCarty, M. Mertens, M. Parrington, H. Peiro, P. Saxena, S. Sonwani, V. Surapipith, D. Y. T. Tan, D. Y. T. Tan, W. Tang, V. Tanpipat, K. Tsigaridis, K. Tsigaridis, C. Wiedinmyer, O. Wild, Y. Xie, P. Zuidema

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Description and validation of the ice-sheet model Nix v1.0 by D. Moreno-Parada, A. Robinson, M. Montoya, M. Montoya, J. Alvarez-Solas, J. Alvarez-Solas

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HOTSSea v1: a NEMO-based physical Hindcast of the Salish Sea (1980–2018) supporting ecosystem model development by G. Oldford, G. Oldford, T. Jarníková, V. Christensen, M. Dunphy

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A Python library for solving ice sheet modeling problems using physics-informed neural networks, PINNICLE v1.0 by G. Cheng, M. Krishna, M. Morlighem

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Representing lateral groundwater flow from land to river in Earth system models by C. Liao, L. R. Leung, Y. Fang, T. Tesfa, R. Negron-Juarez

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FLAME 1.0: a novel approach for modelling burned area in the Brazilian biomes using the maximum entropy concept by M. L. F. Barbosa, M. L. F. Barbosa, M. L. F. Barbosa, D. I. Kelley, C. A. Burton, I. J. M. Ferreira, I. J. M. Ferreira, R. M. da Veiga, A. Bradley, P. G. Molin, L. O. Anderson

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