Most Super-Earths Have Less Than 3% Water by James G. Rogers, Caroline Dorn, Vivasvaan Aditya Raj, Hilke E. Schlichting, Edward D. Young

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Magma degassing and its impact on Earth’s atmosphere: from magma oceans to lava lakes by Scaillet, Bruno, Oppenheimer, Clive, Moreira, Manuel

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Improving the reproducibility in geoscientific papers: lessons learned from a Hackathon in climate science by Alejandro Coca-Castro, Anne Fouilloux, Ricardo Barros Lourenço, Andrew McDonald, Yuhan Rao, J. Scott Hosking

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Reinterpretation of Report of Tetrataenite in Bulk Alloy Castings by Owain S. Houghton, James C. Loudon, Alison C. Twitchett‐Harrison, Nikolaos T. Panagiotopoulos, Giulio I. Lampronti, Miguel B. Costa, Richard J. Harrison, A. Lindsay Greer

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Atacama Large Aperture Submillimeter Telescope (AtLAST) science: Our Galaxy [version 2; peer review: 2 approved] by Pamela Klaassen, Maria Beltrán, Alessio Traficante, Mark Booth, Kate Pattle, Jonathan Marshall, Joshua Lovell, Brandt Gaches, Alvaro Hacar, Nicolas Peretto, Caroline Bot, Doris Arzoumanian, Thomas Stanke, Gaspard Duchêne, Ana Duarte Cabral, Antonio Hales, David Eden, Patricia Luppe, Jens Kauffmann, Elena Redaelli, Sebastian Marino, Álvaro Sánchez-Monge, Andrew Rigby, Dmitry Semenov, Eugenio Schisano, Mark Thompson, Silvia Spezzano, Claudia Cicone, Friedrich Wyrowski, Martin Cordiner, Tony Mroczkowski, Doug Johnstone, Luca Di Mascolo, Minju Lee, Eelco van Kampen, Thomas Maccarone, Daizhong Liu, Matthew Smith, Amélie Saintonge, Sven Wedemeyer, Alexander Thelen

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Identifying Ocean Submesoscale Activity From Vertical Density Profiles Using Machine Learning by Leyu Yao, John R. Taylor, Dani C. Jones, Scott D. Bachman

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Correlation of artificial neural network and multi-attribute transformation: a test case to predict the effective porosity of Cretaceous sandstones of the Sembar Formation, southea... by Furqan Aftab, Furqan Aftab, Furqan Aftab, Furqan Aftab, Mohammad Zafar, Muhammad Iqbal Hajana, John H. Shaw

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Characterising the short- and long-term impacts of tropical cyclones on mangroves using the Landsat archive by Emma Asbridge, Claire Krause, Richard Lucas, Christopher J. Owers, Kerrylee Rogers, Leo Lymburner, Norman Mueller, Emma Ai, Sebastian Wong

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Impacts from cascading multi-hazards using hypergraphs: a case study from the 2015 Gorkha earthquake in Nepal by A. Dunant, T. R. Robinson, A. L. Densmore, N. J. Rosser, R. M. Rajbhandari, M. Kincey, S. Li, P. R. Awasthi, M. Van Wyk de Vries, M. Van Wyk de Vries, R. Guragain, E. Harvey, S. Dadson

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Calculations of extreme sea level rise scenarios are strongly dependent on ice sheet model resolution by C. Rosie Williams, Pierre Thodoroff, Robert J. Arthern, James Byrne, J. Scott Hosking, Markus Kaiser, Neil D. Lawrence, Ieva Kazlauskaite

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A quantitative module of avalanche hazard – comparing forecaster assessments of storm and persistent slab avalanche problems with information derived from distributed snowpack simu... by F. Herla, P. Haegeli, S. Horton, P. Mair

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Simulating the air quality impact of prescribed fires using graph neural network-based PM2.5 forecasts by Kyleen Liao, Jatan Buch, Kara D. Lamb, Pierre Gentine

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Simulation of global sea surface temperature maps using Pix2Pix GAN by Deepayan Chakraborty, Adway Mitra

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Nonlinearity of the post-spinel transition and its expression in slabs and plumes worldwide by Junjie Dong, Rebecca A. Fischer, Lars P. Stixrude, Matthew C. Brennan, Kierstin Daviau, Terry-Ann Suer, Katlyn M. Turner, Yue Meng, Vitali B. Prakapenka

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Bridging the Gaps: Unraveling the Impact of Snow Properties on Brine Wicking and Runoff by Anton Komarov, Clement Soriot, Robbie Mallett, Rosemary Willatt, John Yackel, Matthew Sturm, Julienne Stroeve

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MagNet: Automated Magnetic Mineral Grain Morphometry Using Convolutional Neural Network by Zhaowen Pei, Liao Chang, Pengfei Xue, Richard J. Harrison

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Last-millennium volcanic forcing and climate response using SO₂ emissions by L. R. Marshall, L. R. Marshall, L. R. Marshall, A. Schmidt, A. Schmidt, A. Schmidt, A. P. Schurer, N. L. Abraham, N. L. Abraham, L. J. Lücke, R. Wilson, K. J. Anchukaitis, G. C. Hegerl, B. Johnson, B. L. Otto-Bliesner, E. C. Brady, M. Khodri, K. Yoshida

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Assessment of the southern polar and subpolar warming in the PMIP4 last interglacial simulations using paleoclimate data syntheses by Q. Gao, Q. Gao, Q. Gao, E. Capron, L. C. Sime, R. H. Rhodes, R. Sivankutty, X. Zhang, B. L. Otto-Bliesner, M. Werner

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Proglacial methane emissions driven by meltwater and groundwater flushing in a high-Arctic glacial catchment by G. E. Kleber, G. E. Kleber, G. E. Kleber, L. Magerl, A. V. Turchyn, S. Schloemer, M. Trimmer, Y. Zhu, Y. Zhu, A. Hodson, A. Hodson

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Reduced aerosols and intensified summertime rainfall in India during the pandemic suggest potentially more amplified precipitation in the future by Fan Wang, Meng Gao

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