CSDMS models by numbers: Difference between revisions

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Revision as of 13:55, 15 July 2021

Models, tools and components

Models, tools and components per domain

Domain Models Tools Components
All domains 297 126 35
Terrestrial 154 109 11
Coastal 82 15 10
Marine 54 13 5
Hydrology 107 74 25
Geodynamic 19 4 1
Carbonates and Biogenics 1 1 0
Cryosphere 22 8 4
Climate 19 16 4


Model & tool contributions per calendar year

Year Models Tools Model & Tools with DOIs
2021 281 (12) 125 (8) 148
2020 269 (32) 117 (26) 144
2019 237 (14) 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 148
C 95
Fortran77 60
Matlab 61
Fortran90 57
C++ 32
Java 6
IDL 2
Other 38

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

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Models per operating system

Operating system Count
Linux 334
Windows 322
Unix 295
Mac OS 289
Other 14

Note: some models can run on multiple operating systems

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Are Models Cited?

There are currently 20,420 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
WRF1728120254145{{{5}}}
SWAT1654104336136{{{5}}}
VIC6473920591{{{5}}}
TOPMODEL5653199989{{{5}}}
MODFLOW26225354387{{{5}}}
ApsimX11113643786{{{5}}}
SWAN11223159477{{{5}}}
OpenFOAM10253373576{{{5}}}
ROMS5632203966{{{5}}}
LISFLOOD2921162663{{{5}}}
Ecopath with Ecosim4591770963{{{5}}}
HBV3211502562{{{5}}}
WAVEWATCH III ^TM7911527560{{{5}}}
Delft3D9931366753{{{5}}}
SICOPOLIS150844150{{{5}}}
ADCIRC4891028150{{{5}}}
HSPF3511117748{{{5}}}
Princeton Ocean Model (POM)363962347{{{5}}}
XBeach415641541{{{5}}}
RHESSys138656140{{{5}}}
FVCOM358786640{{{5}}}
The TELEMAC system304546739{{{5}}}
PHREEQC314758438{{{5}}}
OTIS88572837{{{5}}}
DHSVM112465734{{{5}}}
CICE201526333{{{5}}}
MITgcm111722332{{{5}}}
FUNWAVE160542630{{{5}}}
PRMS126436830{{{5}}}
GISS GCM ModelE64581628{{{5}}}
CHILD42385427{{{5}}}
HAMSOM61169626{{{5}}}
SWMM157259426{{{5}}}
PISM93282226{{{5}}}
Caesar60240526{{{5}}}
MICOM60386326{{{5}}}
PIHM52164225{{{5}}}
HydroTrend51197025{{{5}}}
Demeter44225324{{{5}}}
Alpine3D49218424{{{5}}}
GNE33341623{{{5}}}
ISSM82168622{{{5}}}
WRF-Hydro126132621{{{5}}}
WOFOST92282321{{{5}}}
SPARROW35350821{{{5}}}
ALFRESCO22296921{{{5}}}
SIBERIA29251420{{{5}}}
UEB34158518{{{5}}}
QUAL2K115128318{{{5}}}
SNOWPACK19286918{{{5}}}
BOM46137418{{{5}}}
CLUMondo35151917{{{5}}}
CREST37146916{{{5}}}
STWAVE80142716{{{5}}}
Landlab5278016{{{5}}}
ParFlow32309816{{{5}}}
GIPL28114616{{{5}}}
ELCIRC30147915{{{5}}}
SPHYSICS28817314{{{5}}}
GeoClaw3599314{{{5}}}
Glimmer-CISM23122114{{{5}}}
Sedflux2576614{{{5}}}
REF-DIF18170714{{{5}}}
GEOtop30117313{{{5}}}
LOADEST31138713{{{5}}}
QTCM21165613{{{5}}}
TopoToolbox31127912{{{5}}}
TauDEM53275512{{{5}}}
HYPE4288312{{{5}}}
CAESAR Lisflood5663312{{{5}}}
CryoGrid31342311{{{5}}}
Symphonie2174711{{{5}}}
Badlands2025110{{{5}}}
STSWM11172410{{{5}}}
DLBRM1430210{{{5}}}
Underworld219126210{{{5}}}
GSFLOW2589510{{{5}}}
Anuga222539{{{5}}}
ChesROMS1370749{{{5}}}
GISS AOM1010309{{{5}}}
CEM1315319{{{5}}}
OGGM232178{{{5}}}
GEOMBEST93828{{{5}}}
DR3M143438{{{5}}}
WBMsed137308{{{5}}}
PSTSWM102377{{{5}}}
DeltaRCM122427{{{5}}}
WBM-WTM1015587{{{5}}}
RivMAP82407{{{5}}}
CBOFS2769317{{{5}}}
TISC66306{{{5}}}
Hydromad93386{{{5}}}
ILAMB94316{{{5}}}
Cyclopath74676{{{5}}}
MOM6191595{{{5}}}
WILSIM6745{{{5}}}
SedFoam-2.0202095{{{5}}}
EF571565{{{5}}}
OlaFlow324605{{{5}}}
FwDET71865{{{5}}}
TopoFlow8965{{{5}}}
River Network Bed-Material Sediment63365{{{5}}}
QUODDY16965{{{5}}}
UMCESroms569025{{{5}}}
TOPOG109635{{{5}}}
DeltaSIM51425{{{5}}}
GOLEM818585{{{5}}}
NearCoM83005{{{5}}}
MARSSIM713015{{{5}}}
MIDAS72065{{{5}}}
MARM5D51374{{{5}}}
TAo52284{{{5}}}
SBM52944{{{5}}}
PIHMgis41924{{{5}}}
Gc2d44554{{{5}}}
AquaTellUs51184{{{5}}}
Sedtrans053923{{{5}}}
LaMEM6603{{{5}}}
CVPM3183{{{5}}}
MRSAA4733{{{5}}}
1D Hillslope MCMC42763{{{5}}}
AeoLiS71883{{{5}}}
SEA42223{{{5}}}
HIM33013{{{5}}}
TURBINS41093{{{5}}}
LTRANS75383{{{5}}}
Cliffs31053{{{5}}}
DrEICH algorithm31363{{{5}}}
Plume41333{{{5}}}
Bio44953{{{5}}}
MARSSIM V4210562{{{5}}}
SedCas3822{{{5}}}
SedBerg3462{{{5}}}
CarboCAT7292{{{5}}}
DynEarthSol3D272{{{5}}}
Elv-GST21242{{{5}}}
Barrier Inlet Environment (BRIE) Model3262{{{5}}}
Diffusion31642{{{5}}}
Manningseq-bouldersforpaleohydrology2212{{{5}}}
River Erosion Model2162{{{5}}}
Mocsy2862{{{5}}}
SLAMM 6.72342{{{5}}}
Coastal Dune Model33212{{{5}}}
ESCAPE392{{{5}}}
Hogback2422{{{5}}}
Meander Centerline Migration Model41252{{{5}}}
DROG3D31032{{{5}}}
SELFE25642{{{5}}}
Detrital Thermochron2912{{{5}}}
Auto marsh21152{{{5}}}
YANGs31232{{{5}}}
FVshock32212{{{5}}}
SNAC31002{{{5}}}
Channel-Oscillation31422{{{5}}}
CMFT25602{{{5}}}
OTEQ21372{{{5}}}
Zscape23512{{{5}}}
CAM-CARMA221382{{{5}}}
WSGFAM3972{{{5}}}
STORM31052{{{5}}}
Eolian Dune Model31682{{{5}}}
StreamPower31522{{{5}}}
Iceages33832{{{5}}}
Flex2D-ADI31532{{{5}}}
HyLands2141{{{5}}}
SLEPIAN Alpha111{{{5}}}
AR2-sinuosity121{{{5}}}
Gospl111{{{5}}}
Mosartwmpy111{{{5}}}
Chi analysis tools11441{{{5}}}
Icepack281{{{5}}}
LuSS1131{{{5}}}
FineSed3D111{{{5}}}
1D Particle-Based Hillslope Evolution Model111{{{5}}}
SWEHR2291{{{5}}}
Sakura2591{{{5}}}
TopoFlow-Infiltration-Richards 1D1111{{{5}}}
LITHFLEX21311{{{5}}}
RAFEM1241{{{5}}}
TopoFlow-Evaporation-Priestley Taylor1111{{{5}}}
Subside2671{{{5}}}
SVELA2311{{{5}}}
LateralVerticalIncision1451{{{5}}}
TopoFlow-Evaporation-Energy Balance1111{{{5}}}
GrainHill171{{{5}}}
TopoFlow-Evaporation-Read File1111{{{5}}}
OTTER2461{{{5}}}
LOGDIST2311{{{5}}}
LITHFLEX11311{{{5}}}
LavaFlow2D21191{{{5}}}
MarshPondModel1131{{{5}}}
CoastMorpho2D1261{{{5}}}
Lithology171{{{5}}}
LinearDiffuser11411{{{5}}}
LEMming2181{{{5}}}
Meanderpy1671{{{5}}}
Barrier3D171{{{5}}}
HexWatershed1121{{{5}}}
DeltaRCM Vegetation1141{{{5}}}
CVFEM Rift2D171{{{5}}}
RiverMUSE1271{{{5}}}
SoilInfiltrationGreenAmpt1711{{{5}}}
Bifurcation1241{{{5}}}
MCPM241{{{5}}}
OptimalCycleID1161{{{5}}}
Cross Shore Sediment Flux1511{{{5}}}
Mixed bedrock-alluvial morphodynamic121{{{5}}}
KWAVE1711{{{5}}}
DeltaClassification231{{{5}}}
ChannelProfiler11411{{{5}}}
DepthDependentTaylorDiffuser11411{{{5}}}
Rescal-snow131{{{5}}}
EstuarineMorphologyEstimator181{{{5}}}
ECSimpleSnow12691{{{5}}}
Terrainbento1171{{{5}}}
Hilltop and hillslope morphology extraction1631{{{5}}}
GRLP2341{{{5}}}
BlockLab1221{{{5}}}
CMIP12401{{{5}}}
SPACE1461{{{5}}}
OverlandFlow1321{{{5}}}
Nitrate Network Model1241{{{5}}}
GST-extendedmodel1341{{{5}}}
BRaKE1611{{{5}}}
SIGNUM2651{{{5}}}
SiStER1181{{{5}}}
BatTri1371{{{5}}}
ACADIA1321{{{5}}}
TopoFlow-Data-HIS1401{{{5}}}
TopoFlow-Saturated Zone-Darcy Layers1111{{{5}}}
1DBreachingTurbidityCurrent1231{{{5}}}
GLUDM1101{{{5}}}
OrderID1271{{{5}}}
Hilltop flow routing1511{{{5}}}
ThawLake1D1201{{{5}}}
SurfaceRoughness1401{{{5}}}
Bedrock Fault Scarp2751{{{5}}}
RiverSynth1291{{{5}}}
GullyErosionProfiler1D1461{{{5}}}
GFlex2341{{{5}}}
Wetland3P1941{{{5}}}
IDA1111{{{5}}}
WAVEREF2311{{{5}}}
FUNDY2131{{{5}}}
WDUNE1101{{{5}}}
LEMming2241{{{5}}}
Ice-sheet-Glacier-reconstruction21191{{{5}}}
Fourier-Bessel-integration21191{{{5}}}
PsHIC2571{{{5}}}
TopoFlow-Snowmelt-Energy Balance1111{{{5}}}
TopoFlow-Snowmelt-Degree-Day1111{{{5}}}
TopoFlow-Meteorology1111{{{5}}}
TopoFlow-Infiltration-Smith-Parlange1111{{{5}}}
TopoFlow-Infiltration-Green-Ampt1111{{{5}}}
TopoFlow-Diversions1111{{{5}}}
TopoFlow-Channels-Kinematic Wave1111{{{5}}}
TopoFlow-Channels-Dynamic Wave1111{{{5}}}
TopoFlow-Channels-Diffusive Wave1111{{{5}}}
Pllcart3d2671{{{5}}}
Area-Slope Equation Calculator2571{{{5}}}
Hyper2391{{{5}}}
Point-Tidal-flat21231{{{5}}}
WINDSEA2311{{{5}}}
DELTA2311{{{5}}}
2DFLOWVEL2311{{{5}}}
Inflow2471{{{5}}}
Compact21041{{{5}}}
Bing21831{{{5}}}
Spirals1D21191{{{5}}}
WACCM-EE11641{{{5}}}
FTCS2D-TerraceDiffusion21191{{{5}}}
FTCS2D21191{{{5}}}
FTCS1D-NonLinear21191{{{5}}}
FractionalNoises2D21191{{{5}}}
FractionalNoises1D21191{{{5}}}
STVENANT2311{{{5}}}
TURB2311{{{5}}}
SUSP2311{{{5}}}
SETTLE2311{{{5}}}
MFDrouting-Successive21191{{{5}}}
MFDrouting21191{{{5}}}
LONGPRO2311{{{5}}}
Flex2D21191{{{5}}}
Flex1D21191{{{5}}}
FLDTA2311{{{5}}}
FillinPitsFlatsDEM11191{{{5}}}
Erode2151{{{5}}}
ENTRAINH2311{{{5}}}
ENTRAIN2311{{{5}}}
Coupled1D21191{{{5}}}
Bedrock Erosion Model21191{{{5}}}
BEDLOAD2311{{{5}}}
Avulsion2671{{{5}}}
CosmoLand11631{{{5}}}
ADI-2D21191{{{5}}}