CSDMS models by numbers

From CSDMS

Models, tools and components

Models, tools and components per domain

Domain Models Tools Components
All domains 282 125 35
Terrestrial 147 109 11
Coastal 75 14 10
Marine 52 11 5
Hydrology 101 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
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 136
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 325
Windows 310
Unix 286
Mac OS 276
Other 14

Note: some models can run on multiple operating systems

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Are Models Cited?

There are currently 15,287 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
WRF1246863171235.86
SWAT1205746771124
VIC60528730812.19
TOPMODEL54425354802.11
MODFLOW106232350721.85
ApsimX86126111712.09
SWAN93622511662.44
OpenFOAM102623841614.07
Ecopath with Ecosim38312682532.12
ROMS45615167521.86
WAVEWATCH III ^TM60410349501.52
HBV2548254461.15
SICOPOLIS1355991431.59
Delft3D7058942421.62
ADCIRC4237214421.4
Princeton Ocean Model (POM)3519536411.52
LISFLOOD1575605401.82
RHESSys1285122361.16
FVCOM3266115361.89
OTIS804705350.97
HSPF2534751340.83
XBeach3084113342.43
The TELEMAC system2343534321.03
DHSVM873417321.14
PHREEQC3145268293.22
MITgcm965639290.67
CICE1533869280.82
FUNWAVE1334547271
PRMS912793260.67
GISS GCM ModelE524158251.32
CHILD372962251.09
HAMSOM531370240.96
MICOM553179240.8
GNE302673221.29
Caesar481743221.1
HydroTrend511503220.81
SWMM1041597210.44
PIHM431214211.4
Demeter371870201.11
SIBERIA262055200.65
ALFRESCO222442190.86
Alpine3D401446191.19
PISM511552181.38
SPARROW242563180.72
SNOWPACK192096170.74
WOFOST601901170.47
BOM451150170.74
ISSM47822161.45
UEB281069160.55
GIPL26778150.83
ELCIRC261133140.78
REF-DIF181382140.36
STWAVE65979140.47
QUAL2K80834140.7
CREST301108141.27
ParFlow282312140.5
CLUMondo29951131.3
QTCM211430130.59
SPHYSICS223326130.43
Landlab36428121.5
Glimmer-CISM19871120.52
GEOtop29888120.67
Sedflux24455120.57
WRF-Hydro49325110.5
Underworld214979100.5
GSFLOW17611100.59
TauDEM442131100.4
LOADEST21973100.56
Anuga2217990.53
HYPE2729591.12
GeoClaw2563290.69
CAESAR Lisflood3736791
DLBRM1424790.45
GISS AOM1084790.32
STSWM11141790.3
CEM11117690.43
Symphonie1252090.23
CryoGrid31021281.33
WBMsed1048780.8
ChesROMS9566480.29
Badlands1515671
CBOFS27557970.25
TopoToolbox1869670.58
DR3M1424070.14
RivMAP816361
WBM-WTM10127260.18
Cyclopath740060.2
TISC649050.2
ILAMB925050.83
River Network Bed-Material Sediment625550.62
PSTSWM514250.18
QUODDY148350.25
UMCESroms5556150.18
GEOMBEST728950.29
TOPOG1079550.14
DeltaSIM511050.26
GOLEM6151150.18
NearCoM822150.33
MARSSIM7107550.18
MIDAS715050.18
TAo518440.14
OlaFlow1131140.44
OGGM97341
Hydromad723340.36
DeltaRCM412140.57
SedFoam-2.0810640.8
SBM524440.22
PIHMgis414040.29
WILSIM55240.22
Gc2d442640.18
AquaTellUs58040.2
1D Hillslope MCMC422130.3
FwDET45630.75
EF5410130.6
AeoLiS713230.33
SEA419030.12
HIM324930.12
TURBINS48830.27
LTRANS640030.19
MARM5D59630.23
Cliffs38430.38
DrEICH algorithm39730.38
Sedtrans0537030.21
Plume410830.12
TopoFlow86030.18
Bio443330.08
Elv-GST29120.4
Barrier Inlet Environment (BRIE) Model31620.5
Diffusion313620.1
MARSSIM V4287620.04
Manningseq-bouldersforpaleohydrology21020.4
River Erosion Model21220.5
MRSAA24320.29
Mocsy24320.25
SLAMM 6.722420.29
LaMEM23920.29
Coastal Dune Model322920.22
MOM642620.4
ESCAPE3620.5
CVPM2620.5
Hogback23220.4
Meander Centerline Migration Model48720.15
DROG3D38620.1
SELFE244520.14
Detrital Thermochron27220.18
Auto marsh28220.25
YANGs310220.06
FVshock317120.15
SNAC37920.14
Channel-Oscillation38620.11
CMFT241920.12
OTEQ211420.08
Zscape229120.08
CAM-CARMA2142620.11
WSGFAM37820.13
CarboCAT42220.22
STORM32620.05
Eolian Dune Model310620.14
StreamPower39720.14
Iceages332220.1
Flex2D-ADI39220.11
SWEHR21910.17
Sakura25010.06
TopoFlow-Infiltration-Richards 1D1710.08
LITHFLEX212310.07
RAFEM11510.25
TopoFlow-Evaporation-Priestley Taylor1710.08
Subside25610.07
SVELA22310.04
LateralVerticalIncision12910.2
TopoFlow-Evaporation-Energy Balance1710.08
GrainHill1510.25
TopoFlow-Evaporation-Read File1710.08
OTTER23410.25
LOGDIST22310.04
LITHFLEX112310.07
LavaFlow2D26610.07
MarshPondModel1610.5
CoastMorpho2D11310.5
Lithology1410.25
LinearDiffuser18910.2
LEMming21410.33
Meanderpy14410.33
Barrier3D1111
HexWatershed1410.5
DeltaRCM Vegetation1610.25
CVFEM Rift2D1210.25
RiverMUSE11810.17
SoilInfiltrationGreenAmpt14810.17
Bifurcation11610.25
MCPM2210.17
DynEarthSol3D2410.14
OptimalCycleID11410.17
Cross Shore Sediment Flux13910.17
Mixed bedrock-alluvial morphodynamic1110.33
KWAVE14810.17
DeltaClassification2110.5
ChannelProfiler18910.2
DepthDependentTaylorDiffuser18910.2
Rescal-snow1110.33
EstuarineMorphologyEstimator1410.25
ECSimpleSnow122010.05
Terrainbento1710.33
Hilltop and hillslope morphology extraction15610.11
GRLP22210.25
BlockLab11510.33
CMIP116910.12
SPACE12810.2
OverlandFlow12110.2
Nitrate Network Model12110.25
GST-extendedmodel12910.2
BRaKE14710.17
SIGNUM14410.1
SiStER11610.17
BatTri13310.06
ACADIA12210.05
TopoFlow-Data-HIS13110.11
TopoFlow-Saturated Zone-Darcy Layers1710.08
1DBreachingTurbidityCurrent11910.09
GLUDM1810.14
OrderID12510.17
Hilltop flow routing13910.17
ThawLake1D11410.11
SurfaceRoughness12510.14
Bedrock Fault Scarp25310.09
RiverSynth12610.12
GullyErosionProfiler1D13810.12
GFlex22210.1
Wetland3P17010.12
IDA11010.12
WAVEREF22310.04
SedBerg22610.08
FUNDY21110.05
WDUNE1910.1
LEMming22110.09
Ice-sheet-Glacier-reconstruction26610.07
Fourier-Bessel-integration26610.07
PsHIC24110.07
TopoFlow-Snowmelt-Energy Balance1710.08
TopoFlow-Snowmelt-Degree-Day1710.08
TopoFlow-Meteorology1710.08
TopoFlow-Infiltration-Smith-Parlange1710.08
TopoFlow-Infiltration-Green-Ampt1710.08
TopoFlow-Diversions1710.08
TopoFlow-Channels-Kinematic Wave1710.08
TopoFlow-Channels-Dynamic Wave1710.08
TopoFlow-Channels-Diffusive Wave1710.08
Pllcart3d2110.04
Area-Slope Equation Calculator24110.07
Hyper23110.06
Point-Tidal-flat210610.07
WINDSEA22310.04
DELTA22310.04
2DFLOWVEL22310.04
Inflow24410.04
Compact28510.05
Bing214710.05
Spirals1D26610.07
WACCM-EE114210.07
FTCS2D-TerraceDiffusion26610.07
FTCS2D26610.07
FTCS1D-NonLinear26610.07
FractionalNoises2D26610.07
FractionalNoises1D26610.07
STVENANT22310.04
TURB22310.04
SUSP22310.04
SETTLE22310.04
MFDrouting-Successive26610.07
MFDrouting26610.07
LONGPRO22310.04
Flex2D26610.07
Flex1D26610.07
FLDTA22310.04
FillinPitsFlatsDEM16610.07
Erode2810.05
ENTRAINH22310.04
ENTRAIN22310.04
Coupled1D26610.07
Bedrock Erosion Model26610.07
BEDLOAD22310.04
Avulsion25610.07
CosmoLand112010.08
ADI-2D26610.07