{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T10:58:30Z","timestamp":1777460310020,"version":"3.51.4"},"reference-count":78,"publisher":"American Meteorological Society","issue":"1","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016,1,1]]},"abstract":"<jats:title>Abstract<\/jats:title>\n               <jats:p>This paper evaluates the simulation of snow by the Community Land Model, version 4 (CLM4), the land model component of the Community Earth System Model, version 1.0.4 (CESM1.0.4). CLM4 was run in an offline mode forced with the corrected land-only replay of the Modern-Era Retrospective Analysis for Research and Applications (MERRA-Land) and the output was evaluated for the period from January 2001 to January 2011 over the Northern Hemisphere poleward of 30\u00b0N. Simulated snow-cover fraction (SCF), snow depth, and snow water equivalent (SWE) were compared against a set of observations including the Moderate Resolution Imaging Spectroradiometer (MODIS) SCF, the Interactive Multisensor Snow and Ice Mapping System (IMS) snow cover, the Canadian Meteorological Centre (CMC) daily snow analysis products, snow depth from the National Weather Service Cooperative Observer (COOP) program, and Snowpack Telemetry (SNOTEL) SWE observations. CLM4 SCF was converted into snow-cover extent (SCE) to compare with MODIS SCE. It showed good agreement, with a correlation coefficient of 0.91 and an average bias of \u22121.54 \u00d7 102 km2. Overall, CLM4 agreed well with IMS snow cover, with the percentage of correctly modeled snow\u2013no snow being 94%. CLM4 snow depth and SWE agreed reasonably well with the CMC product, with the average bias (RMSE) of snow depth and SWE being 0.044 m (0.19 m) and \u22120.010 m (0.04 m), respectively. CLM4 underestimated SNOTEL SWE and COOP snow depth. This study demonstrates the need to improve the CLM4 snow estimates and constitutes a benchmark against which improvement of the model through data assimilation can be measured.<\/jats:p>","DOI":"10.1175\/jhm-d-14-0165.1","type":"journal-article","created":{"date-parts":[[2015,9,3]],"date-time":"2015-09-03T22:07:52Z","timestamp":1441318072000},"page":"153-170","source":"Crossref","is-referenced-by-count":53,"title":["Evaluation of the Snow Simulations from the Community Land Model, Version 4 (CLM4)"],"prefix":"10.1175","volume":"17","author":[{"given":"Ally M.","family":"Toure","sequence":"first","affiliation":[{"name":"Hydrological Sciences Laboratory, NASA Goddard Space Flight Center, Greenbelt, Maryland"},{"name":"Universities Space Research Association, Columbia, Maryland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Matthew","family":"Rodell","sequence":"first","affiliation":[{"name":"Hydrological Sciences Laboratory, NASA Goddard Space Flight Center, Greenbelt, Maryland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zong-Liang","family":"Yang","sequence":"first","affiliation":[{"name":"Department of Geological Sciences, Jackson School of Geosciences, The University of Texas at Austin, Austin, Texas"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hiroko","family":"Beaudoing","sequence":"first","affiliation":[{"name":"Hydrological Sciences Laboratory, NASA Goddard Space Flight Center, Greenbelt, Maryland"},{"name":"Earth System Science Interdisciplinary Center, University of Maryland, College Park, College Park, Maryland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Edward","family":"Kim","sequence":"first","affiliation":[{"name":"Hydrological Sciences Laboratory, NASA Goddard Space Flight Center, Greenbelt, Maryland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yongfei","family":"Zhang","sequence":"first","affiliation":[{"name":"Department of Geological Sciences, Jackson School of Geosciences, The University of Texas at Austin, Austin, Texas"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yonghwan","family":"Kwon","sequence":"first","affiliation":[{"name":"Department of Geological Sciences, Jackson School of Geosciences, The University of Texas at Austin, Austin, Texas"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"12","published-online":{"date-parts":[[2015,12,17]]},"reference":[{"key":"2020061116113892700_bib1","doi-asserted-by":"publisher","first-page":"1147","DOI":"10.1175\/1525-7541(2003)004&lt;1147:TVGPCP&gt;2.0.CO;2","article-title":"The version-2 Global Precipitation Climatology Project (GPCP) monthly precipitation analysis (1979\u2013present)","volume":"4","author":"Adler","year":"2003","journal-title":"J. Hydrometeor."},{"key":"2020061116113892700_bib2","author":"Anderson","year":"1976"},{"key":"2020061116113892700_bib3","doi-asserted-by":"publisher","author":"Arsenault","year":"2014","DOI":"10.1002\/hyp.9636"},{"key":"2020061116113892700_bib4","doi-asserted-by":"publisher","first-page":"3117","DOI":"10.1175\/1520-0442(1999)012&lt;3117:RBESCS&gt;2.0.CO;2","article-title":"Relation between Eurasian snow cover, snow depth, and the Indian summer monsoon: An observational study","volume":"12","author":"Bamzai","year":"1999","journal-title":"J. Climate"},{"key":"2020061116113892700_bib5","author":"Barrett","year":"2003"},{"key":"2020061116113892700_bib6","doi-asserted-by":"publisher","first-page":"43","DOI":"10.1080\/02626667909491834","article-title":"A physically based variable contributing area model of basin hydrology","volume":"24","author":"Beven","year":"1979","journal-title":"Hydrol. Sci. Bull."},{"key":"2020061116113892700_bib7","doi-asserted-by":"publisher","author":"Bitner","year":"2002","DOI":"10.1002\/hyp.1231"},{"key":"2020061116113892700_bib8","doi-asserted-by":"publisher","first-page":"726","DOI":"10.1175\/1520-0450(1999)038&lt;0726:AGAOSD&gt;2.0.CO;2","article-title":"A global analysis of snow depth for numerical weather prediction","volume":"38","author":"Brasnett","year":"1999","journal-title":"J. Appl. Meteor."},{"key":"2020061116113892700_bib100","doi-asserted-by":"publisher","first-page":"1929","DOI":"10.1002\/hyp.7565","article-title":"Analysis of snow cover variability and change in Qu\u00e9bec, 1948\u20132005","volume":"24","author":"Brown","year":"2010","journal-title":"Hydrol. 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Glaciol."},{"key":"2020061116113892700_bib16","doi-asserted-by":"publisher","first-page":"657","DOI":"10.1126\/science.1117368","article-title":"Role of land-surface changes in Arctic summer warming","volume":"310","author":"Chapin","year":"2005","journal-title":"Science"},{"key":"2020061116113892700_bib17","doi-asserted-by":"publisher","first-page":"3707","DOI":"10.1080\/01431161.2010.483482","article-title":"Global estimates of snow water equivalent from passive microwave instruments: History, challenges and future developments","volume":"31","author":"Clifford","year":"2010","journal-title":"Int. J. Remote Sens."},{"key":"2020061116113892700_bib18","doi-asserted-by":"publisher","first-page":"2583","DOI":"10.1002\/hyp.9385","article-title":"Evaluation of SNODAS snow depth and snow water equivalent estimates for the Colorado Rocky Mountains, USA","volume":"26","author":"Clow","year":"2012","journal-title":"Hydrol. 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Climate"},{"key":"2020061116113892700_bib43","doi-asserted-by":"publisher","first-page":"162","DOI":"10.1016\/S0034-4257(03)00097-X","article-title":"Validation of daily MODIS snow cover maps of the Upper Rio Grande river basin for the 2000\u20132001 snow year","volume":"86","author":"Klein","year":"2003","journal-title":"Remote Sens. Environ."},{"key":"2020061116113892700_bib44","author":"Kluzek","year":"2012"},{"key":"2020061116113892700_bib45","doi-asserted-by":"publisher","first-page":"24 809","DOI":"10.1029\/2000JD900327","article-title":"A catchment-based approach to modeling land surface processes in a general circulation model: 1. Model structure","volume":"105","author":"Koster","year":"2000","journal-title":"J. Geophys. Res."},{"key":"2020061116113892700_bib46","author":"Kukla","year":"1981"},{"key":"2020061116113892700_bib47","doi-asserted-by":"publisher","first-page":"969","DOI":"10.1007\/s00382-009-0537-4","article-title":"The contribution of snow condition trends to future ground, climate","volume":"34","author":"Lawrence","year":"2010","journal-title":"Climate Dyn."},{"key":"2020061116113892700_bib48","doi-asserted-by":"publisher","author":"Lawrence","year":"2011","DOI":"10.1029\/2011MS000045"},{"key":"2020061116113892700_bib49","doi-asserted-by":"publisher","first-page":"D24120","DOI":"10.1029\/2011JD016276","article-title":"Evaluating runoff simulations from the Community Land Model 4.0 using observations from flux towers and a mountainous watershed","volume":"116","author":"Li","year":"2011","journal-title":"J. Geophys. 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Remote Sens."},{"key":"2020061116113892700_bib53","doi-asserted-by":"publisher","first-page":"937","DOI":"10.1175\/JHM538.1","article-title":"Effects of frozen soil on snowmelt runoff and soil water storage at a continental scale","volume":"7","author":"Niu","year":"2006","journal-title":"J. Hydrometeor."},{"key":"2020061116113892700_bib54","doi-asserted-by":"publisher","first-page":"D21101","DOI":"10.1029\/2007JD008674","article-title":"An observation-based formulation of snow cover fraction and its evaluation over large North American river basins","volume":"112","author":"Niu","year":"2007","journal-title":"J. Geophys. Res."},{"key":"2020061116113892700_bib55","doi-asserted-by":"publisher","first-page":"D21106","DOI":"10.1029\/2005JD006111","article-title":"A simple TOPMODEL-based runoff parameterization (SIMTOP) for use in global climate models","volume":"110","author":"Niu","year":"2005","journal-title":"J. Geophys. Res."},{"key":"2020061116113892700_bib57","doi-asserted-by":"publisher","first-page":"G01021","DOI":"10.1029\/2007JG000563","article-title":"Improvements to the Community Land Model and their impact on the hydrological cycle","volume":"113","author":"Oleson","year":"2008","journal-title":"J. Geophys. Res."},{"key":"2020061116113892700_bib58","doi-asserted-by":"publisher","first-page":"8850","DOI":"10.1029\/2003JD003994","article-title":"Snow process modeling in the North American Land Data Assimilation System (NLDAS): 2. Evaluation of model simulated snow water equivalent","volume":"108","author":"Pan","year":"2003","journal-title":"J. Geophys. Res."},{"key":"2020061116113892700_bib59","doi-asserted-by":"publisher","first-page":"421","DOI":"10.1111\/j.1752-1688.2000.tb04278.x","article-title":"An organized signal in snowmelt runoff over the western United States","volume":"36","author":"Peterson","year":"2000","journal-title":"J. Amer. Water Resour. Assoc."},{"key":"2020061116113892700_bib60","doi-asserted-by":"publisher","first-page":"1537","DOI":"10.1002\/(SICI)1099-1085(199808\/09)12:10\/11&lt;1537::AID-HYP679&gt;3.0.CO;2-A","article-title":"The interactive multisensor snow and ice mapping system","volume":"12","author":"Ramsay","year":"1998","journal-title":"Hydrol. Processes"},{"key":"2020061116113892700_bib61","first-page":"26","article-title":"Improved satellite snow mapping, snowmelt runoff forecasting, and climate change simulations in the Upper Rio Grande basin","volume":"15","author":"Rango","year":"2003","journal-title":"World Resour. Rev."},{"key":"2020061116113892700_bib62","author":"Reichle","year":"2012"},{"key":"2020061116113892700_bib63","doi-asserted-by":"publisher","first-page":"6322","DOI":"10.1175\/JCLI-D-10-05033.1","article-title":"Assessment and enhancement of MERRA land surface hydrology estimates","volume":"24","author":"Reichle","year":"2011","journal-title":"J. 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Res."},{"key":"2020061116113892700_bib68","author":"Simmons","year":"2007"},{"key":"2020061116113892700_bib69","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/S0022-1694(97)00087-5","article-title":"Improved estimates of the areal extent of snow cover from AVHRR data","volume":"204","author":"Simpson","year":"1998","journal-title":"J. Hydrol."},{"key":"2020061116113892700_bib70","doi-asserted-by":"publisher","first-page":"228","DOI":"10.1175\/1525-7541(2001)002&lt;0228:TIODSP&gt;2.0.CO;2","article-title":"The impact of detailed snow physics on the simulation of snow cover and subsurface thermodynamics at continental scales","volume":"2","author":"Stieglitz","year":"2001","journal-title":"J. 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Res."},{"key":"2020061116113892700_bib73","doi-asserted-by":"publisher","first-page":"405","DOI":"10.1175\/2009JHM1194.1","article-title":"Assessing high-latitude winter precipitation from global precipitation analyses using GRACE","volume":"11","author":"Swenson","year":"2010","journal-title":"J. Hydrometeor."},{"key":"2020061116113892700_bib74","doi-asserted-by":"publisher","first-page":"D21107","DOI":"10.1029\/2012JD018178","article-title":"A new fractional snow-covered area parameterization for the Community Land Model and its effect on the surface energy balance","volume":"117","author":"Swenson","year":"2012","journal-title":"J. Geophys. Res."},{"key":"2020061116113892700_bib103","doi-asserted-by":"publisher","first-page":"9810","DOI":"10.1002\/2014JD021858","article-title":"The influence of canopy snow parameterizations on snow albedo feedback in boreal forest regions","volume":"119","author":"Thackeray","year":"2014","journal-title":"J. Geophys. Res. 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