CSDMS models by numbers

From CSDMS

Models, tools and components

Models, tools and components per domain

Domain Models Tools Components
All domains 285 125 35
Terrestrial 149 109 11
Coastal 75 14 10
Marine 52 11 5
Hydrology 103 74 25
Geodynamic 19 4 1
Carbonates and Biogenics 1 1 0
Cryosphere 20 8 4
Climate 19 16 4


Model & tool contributions per calendar year

Year Models Tools Model & Tools with DOIs
2022 285 (3) 125 (0) 147
2021 282 (12) 125 (8) 147
2020 270 (32) 117 (26) 143
2019 238 (15) 91 (3) 140
2018 223 (19) 88 (4) 137
2017 204 (19) 84 (4) 124
2016 185 (10) 80 (3) 119
2015 175 (17) 77 (3) 119
2014 158 (11) 74 (1) 114
2013 147 (2) 73 (4) 110
2012 145 (18) 69 (3) 110
2011 127 (20) 66 (4) 110
2010 107 (28) 62 (34) 101
2009 79 (79) 28 (28) 62

Note: Above numbers are total submissions in the repository by the end of each year, and submissions per year between brackets).

Models per language

Program language Count
Python 140
C 94
Fortran77 59
Matlab 59
Fortran90 56
C++ 32
Java 5
IDL 2
Other 37

Note: some models can be programmed in more than 1 language

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Models per operating system

Operating system Count
Linux 326
Windows 312
Unix 287
Mac OS 278
Other 14

Note: some models can run on multiple operating systems

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Are Models Cited?

There are currently 19,511 references added to the model reference repository. With this we track the total number of papers that cite a specific model, and a bibliometric rating in the form of the h-index for models: a version of the popular h-index that references a specific model rather than a unique author. The h-index metric has several benefits:

  • model developers and users can expose publications with model metadata and thereby highlight their research,
  • model users have an overview of all literature that is available for a model, and
  • a user can, based on the h-index, quickly see whether a model is well adopted within the community.
ModelNr. of added referencesCitationsH-indexM-quotient
WRF16751074751396.32
SWAT1605946611282.42
TOPMODEL55730701872.23
VIC63934143862.26
MODFLOW231848251842.1
ApsimX104031986802.29
SWAN104428244742.64
OpenFOAM102529326704.38
ROMS55620251622.14
Ecopath with Ecosim43916406612.35
LISFLOOD2589958582.52
HBV31113234581.16
WAVEWATCH III ^TM72513059561.65
Delft3D91112256501.85
SICOPOLIS1478078491.75
ADCIRC4889341481.55
Princeton Ocean Model (POM)3629120461.64
HSPF3269732451.07
FVCOM3507172402
XBeach3905629392.6
RHESSys1366178381.19
OTIS835473371
The TELEMAC system2804890370.77
PHREEQC3146566333.3
DHSVM1084360331.14
MITgcm1046883320.73
CICE1894824320.91
FUNWAVE1515023291.04
PRMS1043762280.7
GISS GCM ModelE605498271.35
MICOM593734260.84
CHILD383606261.08
HydroTrend511867250.89
HAMSOM561635250.96
Caesar542202251.19
Alpine3D482075241.41
SWMM1412258240.49
PISM842397240.51
GNE333208231.28
PIHM471448231.44
Demeter402085211.11
ALFRESCO222922200.87
SPARROW323215190.73
ISSM771329191.58
SIBERIA292434190.59
WOFOST732443190.51
SNOWPACK192748180.75
WRF-Hydro119913180.78
BOM461322180.75
ParFlow312774160.55
GIPL261015160.8
UEB311473160.53
CREST371319151.25
STWAVE711300150.48
Landlab40599151.67
QUAL2K1031062150.71
ELCIRC301415150.79
Sedflux25723140.64
REF-DIF181645140.35
Glimmer-CISM211179130.54
GeoClaw32971130.93
CLUMondo321201131.18
QTCM211579130.57
SPHYSICS234307130.42
GEOtop301106120.63
Symphonie19706110.28
TauDEM522600110.42
LOADEST281225110.58
CAESAR Lisflood48502111.1
STSWM111675100.32
DLBRM14286100.48
HYPE32754100.77
Underworld2181162100.48
GSFLOW23789100.56
GISS AOM1099890.31
CEM12148590.41
DR3M1432780.16
TopoToolbox2495180.62
Badlands1921181
Anuga1821480.44
CryoGrid31329181.14
WBMsed1161080.73
ChesROMS11661380.28
GEOMBEST936570.39
WBM-WTM10150670.21
RivMAP818671
CBOFS27651270.24
PSTSWM919460.21
Hydromad929460.5
ILAMB934460.86
Cyclopath745260.19
TopoFlow87950.28
OGGM2113651
TISC661450.19
River Network Bed-Material Sediment630450.56
QUODDY159150.24
UMCESroms5648550.17
TOPOG1094650.14
DeltaSIM513250.25
GOLEM8180650.17
NearCoM827450.31
MARSSIM7126650.17
MIDAS720150.17
FwDET67740.8
MOM6197840.67
MARM5D513340.29
TAo521540.13
OlaFlow2040640.4
DeltaRCM515540.5
SedFoam-2.01414940.67
SBM528840.21
PIHMgis418340.27
WILSIM55640.21
Gc2d446540.17
AquaTellUs511040.19
EF5712330.5
1D Hillslope MCMC426230.27
AeoLiS716430.3
SEA422130.11
HIM329530.11
TURBINS410230.25
LTRANS749730.18
Cliffs310330.33
DrEICH algorithm311930.33
Plume413030.12
Bio449230.08
SedCas36120.22
Sedtrans0538420.13
SedBerg34120.13
CarboCAT52220.2
DynEarthSol3D2520.25
Elv-GST211020.33
Barrier Inlet Environment (BRIE) Model32220.4
Diffusion315720.09
Manningseq-bouldersforpaleohydrology21920.05
River Erosion Model21120.4
MRSAA25520.25
Mocsy27420.22
SLAMM 6.722720.25
LaMEM44520.25
Coastal Dune Model328920.2
ESCAPE3920.4
CVPM3820.4
Hogback24020.33
Meander Centerline Migration Model411020.14
DROG3D310020.09
SELFE254020.13
Detrital Thermochron28520.17
Auto marsh210320.22
YANGs312420.06
FVshock320720.14
SNAC39320.13
Channel-Oscillation313520.11
CMFT252220.11
OTEQ213420.07
Zscape234620.08
CAM-CARMA2182220.11
WSGFAM39120.12
STORM311620.05
Eolian Dune Model316220.13
StreamPower314820.13
Iceages337520.09
Flex2D-ADI315020.11
Chi analysis tools113810.11
Icepack2410.25
LuSS1910.33
FineSed3D1110.12
1D Particle-Based Hillslope Evolution Model1110.2
MARSSIM V41101410.03
SWEHR22310.14
Sakura25710.05
TopoFlow-Infiltration-Richards 1D11110.07
LITHFLEX213310.07
RAFEM12110.2
TopoFlow-Evaporation-Priestley Taylor11110.07
Subside26510.07
SVELA23310.03
LateralVerticalIncision13810.17
TopoFlow-Evaporation-Energy Balance11110.07
GrainHill1510.14
TopoFlow-Evaporation-Read File11110.07
OTTER23710.2
LOGDIST23310.03
LITHFLEX113310.07
LavaFlow2D211510.07
MarshPondModel1810.33
CoastMorpho2D11810.2
Lithology1610.2
LinearDiffuser112410.17
LEMming21710.25
Meanderpy15310.25
Barrier3D1410.5
HexWatershed1710.33
DeltaRCM Vegetation1910.2
CVFEM Rift2D1210.2
RiverMUSE12610.14
SoilInfiltrationGreenAmpt16210.14
Bifurcation12110.2
MCPM2210.14
OptimalCycleID11410.14
Cross Shore Sediment Flux14710.14
Mixed bedrock-alluvial morphodynamic1210.25
KWAVE16210.14
DeltaClassification2310.33
ChannelProfiler112410.17
DepthDependentTaylorDiffuser112410.17
Rescal-snow1310.25
EstuarineMorphologyEstimator1410.2
ECSimpleSnow126010.05
Terrainbento11510.25
Hilltop and hillslope morphology extraction16310.1
GRLP23110.2
BlockLab11910.25
CMIP121110.11
SPACE13910.17
OverlandFlow12910.17
Nitrate Network Model12210.2
GST-extendedmodel13410.17
BRaKE15410.14
SIGNUM26410.09
SiStER11610.14
BatTri13710.06
ACADIA13110.05
TopoFlow-Data-HIS13910.1
TopoFlow-Saturated Zone-Darcy Layers11110.07
1DBreachingTurbidityCurrent12310.08
GLUDM1810.12
OrderID12510.14
Hilltop flow routing14610.14
ThawLake1D11910.1
SurfaceRoughness13710.12
Bedrock Fault Scarp26910.08
RiverSynth12710.11
GullyErosionProfiler1D14010.11
GFlex22710.09
Wetland3P18710.11
IDA11010.11
WAVEREF23310.03
FUNDY21110.05
WDUNE11010.09
LEMming22310.08
Ice-sheet-Glacier-reconstruction211510.04
Fourier-Bessel-integration211510.07
PsHIC25310.07
TopoFlow-Snowmelt-Energy Balance11110.07
TopoFlow-Snowmelt-Degree-Day11110.07
TopoFlow-Meteorology11110.07
TopoFlow-Infiltration-Smith-Parlange11110.07
TopoFlow-Infiltration-Green-Ampt11110.07
TopoFlow-Diversions11110.07
TopoFlow-Channels-Kinematic Wave11110.07
TopoFlow-Channels-Dynamic Wave11110.07
TopoFlow-Channels-Diffusive Wave11110.07
Pllcart3d25310.04
Area-Slope Equation Calculator25310.07
Hyper23710.06
Point-Tidal-flat211910.06
WINDSEA23310.03
DELTA23310.03
2DFLOWVEL23310.03
Inflow24710.04
Compact210110.05
Bing217610.05
Spirals1D211510.07
WACCM-EE115910.07
FTCS2D-TerraceDiffusion211510.07
FTCS2D211510.07
FTCS1D-NonLinear211510.07
FractionalNoises2D211510.07
FractionalNoises1D211510.07
STVENANT23310.03
TURB23310.03
SUSP23310.03
SETTLE23310.03
MFDrouting-Successive211510.07
MFDrouting211510.07
LONGPRO23310.03
Flex2D211510.07
Flex1D211510.07
FLDTA23310.03
FillinPitsFlatsDEM111510.07
Erode21410.05
ENTRAINH23310.03
ENTRAIN23310.03
Coupled1D211510.03
Bedrock Erosion Model211510.07
BEDLOAD23310.03
Avulsion26510.07
CosmoLand115410.07
ADI-2D211510.07