Observation and modelling of snow at a polygonal tundra permafrost site: spatial variability and thermal implications by I. Gouttevin, I. Gouttevin, I. Gouttevin, M. Langer, M. Langer, H. Löwe, J. Boike, J. Boike, M. Proksch, M. Schneebeli

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A two-layer canopy model with thermal inertia for an improved snowpack energy balance below needleleaf forest (model SNOWPACK, version 3.2.1, revision 741) by I. Gouttevin, M. Lehning, T. Jonas, D. Gustafsson, M. Mölder

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A deep learning reconstruction of mass balance series for all glaciers in the French Alps: 1967–2015 by J. Bolibar, J. Bolibar, A. Rabatel, I. Gouttevin, C. Galiez

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Multi-scale validation of a new soil freezing scheme for a land-surface model with physically-based hydrology by I. Gouttevin, G. Krinner, P. Ciais, J. Polcher, C. Legout

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A two-fold deep-learning strategy to correct and downscale winds over mountains by L. Le Toumelin, I. Gouttevin, C. Galiez, N. Helbig, N. Helbig

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A 20-year record (1998–2017) of permafrost, active layer and meteorological conditions at a high Arctic permafrost research site (Bayelva, Spitsbergen) by J. Boike, J. Boike, I. Juszak, S. Lange, S. Chadburn, S. Chadburn, E. Burke, P. P. Overduin, K. Roth, O. Ippisch, N. Bornemann, L. Stern, I. Gouttevin, I. Gouttevin, E. Hauber, S. Westermann

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Deep learning applied to glacier evolution modelling by J. Bolibar, J. Bolibar, A. Rabatel, I. Gouttevin, C. Galiez, T. Condom, E. Sauquet

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Soil moisture and hydrology projections of the permafrost region – a model intercomparison by C. G. Andresen, C. G. Andresen, D. M. Lawrence, C. J. Wilson, A. D. McGuire, C. Koven, K. Schaefer, E. Jafarov, E. Jafarov, S. Peng, S. Peng, X. Chen, X. Chen, I. Gouttevin, I. Gouttevin, E. Burke, S. Chadburn, D. Ji, G. Chen, D. Hayes, W. Zhang, W. Zhang

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Modelling sub-grid wetland in the ORCHIDEE global land surface model: evaluation against river discharges and remotely sensed data by B. Ringeval, B. Decharme, S. L. Piao, P. Ciais, F. Papa, N. de Noblet-Ducoudré, C. Prigent, P. Friedlingstein, I. Gouttevin, C. Koven, A. Ducharne

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A 16-year record (2002–2017) of permafrost, active-layer, and meteorological conditions at the Samoylov Island Arctic permafrost research site, Lena River delta, northern Siberia:... by J. Boike, J. Boike, J. Nitzbon, J. Nitzbon, J. Nitzbon, K. Anders, M. Grigoriev, M. Grigoriev, D. Bolshiyanov, M. Langer, M. Langer, S. Lange, N. Bornemann, A. Morgenstern, P. Schreiber, C. Wille, S. Chadburn, S. Chadburn, I. Gouttevin, E. Burke, L. Kutzbach

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Snow accumulation and ablation measurements in a midlatitude mountain coniferous forest (Col de Porte, France, 1325 m altitude): the Snow Under Forest (SnoUF) field campaign... by J. E. Sicart, V. Ramseyer, G. Picard, L. Arnaud, C. Coulaud, G. Freche, D. Soubeyrand, Y. Lejeune, M. Dumont, I. Gouttevin, E. Le Gac, F. Berger, J.-M. Monnet, L. Borgniet, É. Mermin, N. Rutter, C. Webster, C. Webster, R. Essery

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Simulated high-latitude soil thermal dynamics during the past 4 decades by S. Peng, P. Ciais, G. Krinner, T. Wang, I. Gouttevin, A. D. McGuire, D. Lawrence, E. Burke, X. Chen, B. Decharme, C. Koven, A. MacDougall, A. Rinke, K. Saito, W. Zhang, R. Alkama, T. J. Bohn, C. Delire, T. Hajima, D. Ji, D. P. Lettenmaier, P. A. Miller, J. C. Moore, B. Smith, T. Sueyoshi

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Assessment of model estimates of land-atmosphere CO₂ exchange across Northern Eurasia by M. A. Rawlins, A. D. McGuire, J. S. Kimball, P. Dass, D. Lawrence, E. Burke, X. Chen, C. Delire, C. Koven, A. MacDougall, S. Peng, A. Rinke, K. Saito, W. Zhang, R. Alkama, T. J. Bohn, P. Ciais, B. Decharme, I. Gouttevin, T. Hajima, D. Ji, G. Krinner, D. P. Lettenmaier, P. Miller, J. C. Moore, B. Smith, T. Sueyoshi

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Observed snow depth trends in the European Alps: 1971 to 2019 by M. Matiu, A. Crespi, G. Bertoldi, C. M. Carmagnola, C. Marty, S. Morin, W. Schöner, D. Cat Berro, G. Chiogna, G. Chiogna, L. De Gregorio, S. Kotlarski, B. Majone, G. Resch, S. Terzago, M. Valt, W. Beozzo, P. Cianfarra, I. Gouttevin, G. Marcolini, C. Notarnicola, M. Petitta, M. Petitta, S. C. Scherrer, U. Strasser, M. Winkler, M. Zebisch, A. Cicogna, R. Cremonini, A. Debernardi, A. Debernardi, M. Faletto, M. Gaddo, L. Giovannini, L. Mercalli, J.-M. Soubeyroux, A. Sušnik, A. Trenti, S. Urbani, V. Weilguni

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Spatial variability of Saharan dust deposition revealed through a citizen science campaign by M. Dumont, S. Gascoin, M. Réveillet, M. Réveillet, D. Voisin, F. Tuzet, L. Arnaud, M. Bonnefoy, M. Bacardit Peñarroya, C. Carmagnola, A. Deguine, A. Deguine, A. Diacre, L. Dürr, O. Evrard, F. Fontaine, A. Frankl, A. Frankl, M. Fructus, L. Gandois, I. Gouttevin, A. Gherab, P. Hagenmuller, S. Hansson, H. Herbin, B. Josse, B. Jourdain, I. Lefevre, G. Le Roux, Q. Libois, L. Liger, S. Morin, D. Petitprez, A. Robledano, A. Robledano, M. Schneebeli, P. Salze, D. Six, E. Thibert, J. Trachsel, M. Vernay, L. Viallon-Galinier, C. Voiron

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OZCAR: The French Network of Critical Zone Observatories by J. Gaillardet, I. Braud, F. Hankard, S. Anquetin, O. Bour, N. Dorfliger, J.R. de Dreuzy, S. Galle, C. Galy, S. Gogo, L. Gourcy, F. Habets, F. Laggoun, L. Longuevergne, T. Le Borgne, F. Naaim-Bouvet, G. Nord, V. Simonneaux, D. Six, T. Tallec, C. Valentin, G. Abril, P. Allemand, A. Arènes, B. Arfib, L. Arnaud, N. Arnaud, P. Arnaud, S. Audry, V. Bailly Comte, C. Batiot, A. Battais, H. Bellot, E. Bernard, C. Bertrand, H. Bessière, S. Binet, J. Bodin, X. Bodin, L. Boithias, J. Bouchez, B. Boudevillain, I. Bouzou Moussa, F. Branger, J. J. Braun, P. Brunet, B. Caceres, D. Calmels, B. Cappelaere, H. Celle-Jeanton, F. Chabaux, K. Chalikakis, C. Champollion, Y. Copard, C. Cotel, P. Davy, P. Deline, G. Delrieu, J. Demarty, C. Dessert, M. Dumont, C. Emblanch, J. Ezzahar, M. Estèves, V. Favier, M. Faucheux, N. Filizola, P. Flammarion, P. Floury, O. Fovet, M. Fournier, A. J. Francez, L. Gandois, C. Gascuel, E. Gayer, C. Genthon, M. F. Gérard, D. Gilbert, I. Gouttevin, M. Grippa, G. Gruau, A. Jardani, L. Jeanneau, J. L. Join, H. Jourde, F. Karbou, D. Labat, Y. Lagadeuc, E. Lajeunesse, R. Lastennet, W. Lavado, E. Lawin, T. Lebel, C. Le Bouteiller, C. Legout, Y. Lejeune, E. Le Meur, N. Le Moigne, J. Lions, A. Lucas, J. P. Malet, C. Marais-Sicre, J. C. Maréchal, C. Marlin, P. Martin, J. Martins, J. M. Martinez, N. Massei, A. Mauclerc, N. Mazzilli, J. Molénat, P. Moreira-Turcq, E. Mougin, S. Morin, J. Ndam Ngoupayou, G. Panthou, C. Peugeot, G. Picard, M. C. Pierret, G. Porel, A. Probst, J. L. Probst, A. Rabatel, D. Raclot, L. Ravanel, F. Rejiba, P. René, O. Ribolzi, J. Riotte, A. Rivière, H. Robain, L. Ruiz, J. M. Sanchez-Perez, W. Santini, S. Sauvage, P. Schoeneich, J. L. Seidel, M. Sekhar, O. Sengtaheuanghoung, N. Silvera, M. Steinmann, A. Soruco, G. Tallec, E. Thibert, D. Valdes Lao, C. Vincent, D. Viville, P. Wagnon, R. Zitouna

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