@Article{gmd-15-1753-2022,
AUTHOR = {Fiddes, J. and Aalstad, K. and Lehning, M.},
TITLE = {TopoCLIM: rapid topography-based downscaling of regional climate model output in complex terrain v1.1},
JOURNAL = {Geoscientific Model Development},
VOLUME = {15},
YEAR = {2022},
NUMBER = {4},
PAGES = {1753--1768},
URL = {https://gmd.copernicus.org/articles/15/1753/2022/},
DOI = {10.5194/gmd-15-1753-2022}
}

@ARTICLE{Kruyt2022,
AUTHOR={Kruyt, Bert and Mott, Rebecca and Fiddes, Joel and Gerber, Franziska and Sharma, Varun and Reynolds, Dylan},   
TITLE={A Downscaling Intercomparison Study: The Representation of Slope- and Ridge-Scale Processes in Models of Different Complexity},
JOURNAL={Frontiers in Earth Science},      
VOLUME={10},           
YEAR={2022},      
URL={https://www.frontiersin.org/articles/10.3389/feart.2022.789332},       
DOI={10.3389/feart.2022.789332},      
ISSN={2296-6463}
}

@Article{hess-23-4717-2019,
AUTHOR = {Fiddes, J. and Aalstad, K. and Westermann, S.},
TITLE = {Hyper-resolution ensemble-based snow reanalysis in mountain regions using clustering},
JOURNAL = {Hydrology and Earth System Sciences},
VOLUME = {23},
YEAR = {2019},
NUMBER = {11},
PAGES = {4717--4736},
URL = {https://hess.copernicus.org/articles/23/4717/2019/},
DOI = {10.5194/hess-23-4717-2019}
}

@Article{tc-2021-380,
AUTHOR = {Kronenberg, M. and van Pelt, W. and Machguth, H. and Fiddes, J. and Hoelzle, M. and Pertziger, F.},
TITLE = {Long-term firn and mass balance modelling for Abramov glacier, Pamir Alay},
JOURNAL = {The Cryosphere Discussions},
VOLUME = {2022},
YEAR = {2022},
PAGES = {1--33},
URL = {https://tc.copernicus.org/preprints/tc-2021-380/},
DOI = {10.5194/tc-2021-380}
}

@Article{esurf-2022-39,
AUTHOR = {Renette, C. and Aalstad, K. and Aga, J. and Zweigel, R. B. and Etzelm\"uller, B. and Lille{\o}ren, K. S. and Isaksen, K. and Westermann, S.},
TITLE = {Simulating the effect of subsurface drainage on the thermal regime and ground ice in blocky terrain, Norway},
JOURNAL = {Earth Surface Dynamics Discussions},
VOLUME = {2022},
YEAR = {2022},
PAGES = {1--28},
URL = {https://esurf.copernicus.org/preprints/esurf-2022-39/},
DOI = {10.5194/esurf-2022-39}
}

@article{alonso-gonzalezMuSAMultiscaleSnow2022,
  title = {{{MuSA}}: {{The Multiscale Snow Data Assimilation System}} (v1.0)},
  shorttitle = {{{MuSA}}},
  author = {{Alonso-Gonz{\'a}lez}, Esteban and Aalstad, Kristoffer and Baba, Mohamed Wassim and Revuelto, Jes{\'u}s and {L{\'o}pez-Moreno}, Juan Ignacio and Fiddes, Joel and Essery, Richard and Gascoin, Simon},
  year = {2022},
  month = aug,
  journal = {Geoscientific Model Development Discussions},
  pages = {1--43},
  publisher = {{Copernicus GmbH}},
  issn = {1991-959X},
  doi = {10.5194/gmd-2022-137},
  langid = {english},
  keywords = {assimilation,fsm,musa,snow},
}

@Article{gmd-8-3867-2015,
AUTHOR = {Essery, R.},
TITLE = {A factorial snowpack model (FSM 1.0)},
JOURNAL = {Geoscientific Model Development},
VOLUME = {8},
YEAR = {2015},
NUMBER = {12},
PAGES = {3867--3876},
URL = {https://gmd.copernicus.org/articles/8/3867/2015/},
DOI = {10.5194/gmd-8-3867-2015}
}

@article{alonso-gonzalezSnowpackDynamicsLebanese2021,
  title = {Snowpack Dynamics in the {{Lebanese}} Mountains from Quasi-Dynamically Downscaled {{ERA5}} Reanalysis Updated by Assimilating Remotely Sensed Fractional Snow-Covered Area},
  author = {{Alonso-Gonz{\'a}lez}, Esteban and Gutmann, Ethan and Aalstad, Kristoffer and Fayad, Abbas and Bouchet, Marine and Gascoin, Simon},
  year = {2021},
  month = aug,
  journal = {Hydrology and Earth System Sciences},
  volume = {25},
  number = {8},
  pages = {4455--4471},
  publisher = {{Copernicus GmbH}},
  issn = {1027-5606},
  doi = {10.5194/hess-25-4455-2021},
  langid = {english},
  keywords = {assimilation,downscaling},
}

@article{fanetal2019,
author = {Fan, Y. and Clark, M. and Lawrence, D. M. and Swenson, S. and Band, L. E. and Brantley, S. L. and Brooks, P. D. and Dietrich, W. E. and Flores, A. and Grant, G. and Kirchner, J. W. and Mackay, D. S. and McDonnell, J. J. and Milly, P. C. D. and Sullivan, P. L. and Tague, C. and Ajami, H. and Chaney, N. and Hartmann, A. and Hazenberg, P. and McNamara, J. and Pelletier, J. and Perket, J. and Rouholahnejad-Freund, E. and Wagener, T. and Zeng, X. and Beighley, E. and Buzan, J. and Huang, M. and Livneh, B. and Mohanty, B. P. and Nijssen, B. and Safeeq, M. and Shen, C. and van Verseveld, W. and Volk, J. and Yamazaki, D.},
title = {Hillslope Hydrology in Global Change Research and Earth System Modeling},
journal = {Water Resources Research},
volume = {55},
number = {2},
pages = {1737-1772},
keywords = {Earth System Model, hillslope hydrology, Critical Zone, vegetation distribution, global water, energy, carbon cycles, surface water-groundwater interaction},
doi = {10.1029/2018WR023903},
url = {https://agupubs.onlinelibrary.wiley.com/doi/abs/10.1029/2018WR023903},
eprint = {https://agupubs.onlinelibrary.wiley.com/doi/pdf/10.1029/2018WR023903},
year = {2019}
}

@article{hess-23-4717-2019,
  title = {Hyper-Resolution Ensemble-Based Snow Reanalysis in Mountain Regions Using Clustering},
  author = {Fiddes, J. and Aalstad, K. and Westermann, S.},
  year = {2019},
  month = nov,
  journal = {Hydrology and Earth System Sciences},
  volume = {23},
  number = {11},
  pages = {4717--4736},
  publisher = {{Copernicus GmbH}},
  issn = {1027-5606},
  doi = {10.5194/hess-23-4717-2019},
  langid = {english},
}

@article{fiddesTopoSCALEDownscalingGridded2014,
  title = {{{TopoSCALE}} v.1.0: Downscaling Gridded Climate Data in Complex Terrain},
  shorttitle = {{{TopoSCALE}} v.1.0},
  author = {Fiddes, J. and Gruber, S.},
  year = {2014},
  month = feb,
  journal = {Geoscientific Model Development},
  volume = {7},
  number = {1},
  pages = {387--405},
  publisher = {{Copernicus GmbH}},
  issn = {1991-959X},
  doi = {10.5194/gmd-7-387-2014},
  langid = {english},
}

@article{fiddesTopoSUBToolEfficient2012,
  title = {{{TopoSUB}}: A Tool for Efficient Large Area Numerical Modelling in Complex Topography at Sub-Grid Scales},
  shorttitle = {{{TopoSUB}}},
  author = {Fiddes, J. and Gruber, S.},
  year = {2012},
  month = oct,
  journal = {Geoscientific Model Development},
  volume = {5},
  number = {5},
  pages = {1245--1257},
  publisher = {{Copernicus GmbH}},
  issn = {1991-959X},
  doi = {10.5194/gmd-5-1245-2012},
  langid = {english},
  keywords = {climate,downscaling},
}

@article{gmd-15-1753-2022,
  title = {{{TopoCLIM}}: Rapid Topography-Based Downscaling of Regional Climate Model Output in Complex Terrain v1.1},
  author = {Fiddes, J. and Aalstad, K. and Lehning, M.},
  year = {2022},
  journal = {Geoscientific Model Development},
  volume = {15},
  number = {4},
  pages = {1753--1768},
  doi = {10.5194/gmd-15-1753-2022}
}

@Article{gmd-5-773-2012,
AUTHOR = {Vionnet, V. and Brun, E. and Morin, S. and Boone, A. and Faroux, S. and Le Moigne, P. and Martin, E. and Willemet, J.-M.},
TITLE = {The detailed snowpack scheme Crocus and its implementation in SURFEX v7.2},
JOURNAL = {Geoscientific Model Development},
VOLUME = {5},
YEAR = {2012},
NUMBER = {3},
PAGES = {773--791},
URL = {https://gmd.copernicus.org/articles/5/773/2012/},
DOI = {10.5194/gmd-5-773-2012}
}

@article{BARTELT2002123,
title = {A physical SNOWPACK model for the Swiss avalanche warning: Part I: numerical model},
journal = {Cold Regions Science and Technology},
volume = {35},
number = {3},
pages = {123-145},
year = {2002},
issn = {0165-232X},
doi = {10.1016/S0165-232X(02)00074-5},
url = {https://www.sciencedirect.com/science/article/pii/S0165232X02000745},
author = {Perry Bartelt and Michael Lehning},
keywords = {Snow, Heat and mass transfer, Snow deformation, Phase change, Finite element model, Avalanche},
}

@article{hersbachERA5GlobalReanalysis2020,
  title = {The {{ERA5}} Global Reanalysis},
  author = {Hersbach, Hans and Bell, Bill and Berrisford, Paul and Hirahara, Shoji and Hor{\'a}nyi, Andr{\'a}s and {Mu{\~n}oz-Sabater}, Joaqu{\'i}n and Nicolas, Julien and Peubey, Carole and Radu, Raluca and Schepers, Dinand and Simmons, Adrian and Soci, Cornel and Abdalla, Saleh and Abellan, Xavier and Balsamo, Gianpaolo and Bechtold, Peter and Biavati, Gionata and Bidlot, Jean and Bonavita, Massimo and De Chiara, Giovanna and Dahlgren, Per and Dee, Dick and Diamantakis, Michail and Dragani, Rossana and Flemming, Johannes and Forbes, Richard and Fuentes, Manuel and Geer, Alan and Haimberger, Leo and Healy, Sean and Hogan, Robin J. and H{\'o}lm, El{\'i}as and Janiskov{\'a}, Marta and Keeley, Sarah and Laloyaux, Patrick and Lopez, Philippe and Lupu, Cristina and Radnoti, Gabor and {de Rosnay}, Patricia and Rozum, Iryna and Vamborg, Freja and Villaume, Sebastien and Th{\'e}paut, Jean-No{\"e}l},
  year = {2020},
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  number = {730},
  pages = {1999--2049},
  issn = {1477-870X},
  doi = {10.1002/qj.3803},
  langid = {english},
  keywords = {climate reanalysis,Copernicus Climate Change Service,data assimilation,ERA5,historical observations},
  annotation = {\_eprint: https://onlinelibrary.wiley.com/doi/pdf/10.1002/qj.3803},
}

@article{jenningsSpatialVariationRain2018,
  title = {Spatial Variation of the Rain\textendash Snow Temperature Threshold across the {{Northern Hemisphere}}},
  author = {Jennings, Keith S. and Winchell, Taylor S. and Livneh, Ben and Molotch, Noah P.},
  year = {2018},
  month = mar,
  journal = {Nature Communications},
  volume = {9},
  number = {1},
  pages = {1148},
  publisher = {{Nature Publishing Group}},
  issn = {2041-1723},
  doi = {10.1038/s41467-018-03629-7},
  copyright = {2018 The Author(s)},
  langid = {english},
  keywords = {Climate change,Hydrology,Water resources},
}

@article{kruytDownscalingIntercomparisonStudy2022,
  title = {A {{Downscaling Intercomparison Study}}: {{The Representation}} of {{Slope-}} and {{Ridge-Scale Processes}} in {{Models}} of {{Different Complexity}}},
  shorttitle = {A {{Downscaling Intercomparison Study}}},
  author = {Kruyt, Bert and Mott, Rebecca and Fiddes, Joel and Gerber, Franziska and Sharma, Varun and Reynolds, Dylan},
  year = {2022},
  journal = {Frontiers in Earth Science},
  volume = {10},
  issn = {2296-6463},
}

@misc{PerformanceAirTemperature,
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  howpublished = {https://reader.elsevier.com/reader/sd/pii/S0048969722015522?token=3C96980E8D7C230CC7CFBCD8F96D594CF7F83118DA117E13489D6DEBB6D3C5559B9B11F8FB30276B6C6C1584422C8345\&originRegion=eu-west-1\&originCreation=20220316183343},
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}

@article{sheridanComparisonStationObservations2020,
  title = {A {{Comparison Between Station Observations}} and {{Reanalysis Data}} in the {{Identification}} of {{Extreme Temperature Events}}},
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  keywords = {climate,cold waves,extreme temperature events,heat waves,North America,reanalysis},
  annotation = {\_eprint: https://onlinelibrary.wiley.com/doi/pdf/10.1029/2020GL088120},
}

@article{siirila-woodburnLowtonoSnowFuture2021,
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}

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@article {ADistributedSnowEvolutionModelingSystemSnowModel,
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}

@Article{gmd-7-2831-2014,
AUTHOR = {Endrizzi, S. and Gruber, S. and Dall'Amico, M. and Rigon, R.},
TITLE = {GEOtop 2.0: simulating the combined energy and water balance at and below the land surface accounting for soil freezing, snow cover and terrain effects},
JOURNAL = {Geoscientific Model Development},
VOLUME = {7},
YEAR = {2014},
NUMBER = {6},
PAGES = {2831--2857},
URL = {https://gmd.copernicus.org/articles/7/2831/2014/},
DOI = {10.5194/gmd-7-2831-2014}
}

@article{sturmRevisitingGlobalSeasonal2021,
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  author = {Sturm, Matthew and Liston, Glen E.},
  year = {2021},
  month = sep,
  journal = {Journal of Hydrometeorology},
  issn = {1525-755X, 1525-7541},
  doi = {10.1175/JHM-D-21-0070.1},
  langid = {english},
}
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TITLE = {The CryoGrid community model (version 1.0) -- a multi-physics toolbox for climate-driven simulations in the terrestrial cryosphere},
JOURNAL = {Geoscientific Model Development Discussions},
VOLUME = {2022},
YEAR = {2022},
PAGES = {1--61},
URL = {https://gmd.copernicus.org/preprints/gmd-2022-127/},
DOI = {10.5194/gmd-2022-127}
}

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VOLUME = {2022},
YEAR = {2022},
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URL = {https://hess.copernicus.org/preprints/hess-2022-241/},
DOI = {10.5194/hess-2022-241}
}

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@software{reback2020pandas,
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    publisher    = {Zenodo},
    version      = {latest},
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    url          = {https://doi.org/10.5281/zenodo.3509134}
}


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