CSDMS models by numbers: Difference between revisions

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Revision as of 10:05, 7 October 2021

Models, tools and components

Models, tools and components per domain

Domain Models Tools Components
All domains 316 134 36
Terrestrial 163 112 12
Coastal 85 18 10
Marine 55 15 5
Hydrology 116 80 25
Geodynamic 19 5 1
Carbonates and Biogenics 1 2 0
Cryosphere 26 9 4
Climate 20 17 4


Model & tool contributions per calendar year

Year Models Tools Model & Tools with DOIs
2021 283 (12) 125 (8) 148
2020 271 (32) 117 (26) 144
2019 239 (15) 91 (3) 140
2018 224 (19) 88 (4) 137
2017 205 (19) 84 (4) 124
2016 186 (10) 80 (3) 119
2015 176 (17) 77 (3) 119
2014 159 (12) 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 161
C 97
Fortran77 60
Matlab 68
Fortran90 60
C++ 38
Java 6
IDL 3
Other 41

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

Models per operating system

Operating system Count
Linux 345
Windows 341
Unix 317
Mac OS 310
Other 14

Note: some models can run on multiple operating systems

Are Models Cited?

There are currently 33,360 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
WRF8007210079160
SWAT4710150946152
VIC81046297101
ApsimX12824548296
MODFLOW30427006694
OpenFOAM10244397793
TOPMODEL5693405991
SWAN16574198287
ROMS8752689269
HBV4921936368
Ecopath with Ecosim5252023268
LISFLOOD3461457767
WAVEWATCH III ^TM9221946166
Delft3D11991786059
ADCIRC5571260855
HSPF4541303353
SICOPOLIS153925352
Princeton Ocean Model (POM)4001089450
XBeach489844247
FVCOM446960245
RHESSys148728145
PHREEQC314953643
TIN-based Real-time Integrated Basin Simulator (tRIBS)109573142
The TELEMAC system390634841
OTIS95614539
CICE219606837
PCR-GLOBWB107653836
DHSVM120527136
MITgcm121789835
FUNWAVE185825235
PRMS136491334
SWMM185353230
GISS GCM ModelE79782930
WRF-Hydro232292629
CHILD43423429
Caesar69279829
HydroTrend56227828
ISSM98219827
PISM105369327
MICOM61413627
PIHM55197126
Alpine3D54254726
HAMSOM62182126
COAWST135260425
Demeter44245525
GNE33377224
WOFOST106349224
CREST41215823
SPARROW36372623
CLUMondo46223922
ALFRESCO22307821
Landlab62134221
QUAL2K132176020
SIBERIA30264220
BOM46148519
STWAVE83155718
ParFlow35362618
UEB35169818
SNOWPACK19313618
ELCIRC30159617
GIPL30133117
Glimmer-CISM25136116
CAESAR Lisflood6694016
Sedflux2582215
TopoToolbox36196115
QTCM22180615
GeoClaw40121615
LOADEST32154114
HYPE46116614
SPHYSICS29923714
REF-DIF18184014
TauDEM60291813
GEOtop30132213
CryoGrid31362212
WBMsed1499511
GSFLOW27105511
OGGM3639011
Underworld220142011
Badlands2234611
Symphonie2579611
Anuga2531610
STSWM11182110
DLBRM1432110
MOM6343669
DeltaRCM133379
ChesROMS1379549
GISS AOM1010639
CEM1316149
DR3M143528
OlaFlow425868
PSTSWM102478
GEOMBEST94308
TISC79277
CBOFS2777807
WBM-WTM1017697
FwDET173217
SedFoam-2.0253277
RivMAP93387
MARSSIM713996
SFINCS111836
EF582426
Hydromad94536
ILAMB95716
Cyclopath75006
MizuRoute111085
CWatM111875
TopoFlow81245
AeoLiS113555
WILSIM6795
River Network Bed-Material Sediment63915
QUODDY161085
UMCESroms577505
TOPOG109725
DeltaSIM51525
GOLEM819555
NearCoM83525
MIDAS72105
Gc2d44804
LTRANS76054
PIHMgis52154
MRSAA4904
CarboCAT7394
MARM5D51524
TAo52544
SBM52914
AquaTellUs51294
Dorado3213
Mocsy31233
Sedtrans053933
LaMEM6863
CVPM3243
1D Hillslope MCMC43103
SEA42333
HIM33183
TURBINS41283
Cliffs31373
DrEICH algorithm31603
Plume41383
Bio45113
WTM8882
RivGraph2212
CAM-CARMA223852
HyLands2452
Instructed Glacier Model2452
MARSSIM V4211392
SedCas31142
SedBerg3462
DynEarthSol3D282
Elv-GST21492
Barrier Inlet Environment (BRIE) Model3492
Diffusion31722
Manningseq-bouldersforpaleohydrology2312
River Erosion Model2222
SLAMM 6.72462
Coastal Dune Model33792
ESCAPE3162
Hogback2572
Meander Centerline Migration Model41572
DROG3D31052
SELFE26132
Detrital Thermochron2962
Auto marsh21302
YANGs31282
FVshock32352
SNAC31082
Channel-Oscillation31502
CMFT26192
OTEQ21382
Zscape23602
WSGFAM31042
STORM3992
Eolian Dune Model31762
StreamPower31602
Iceages34002
Flex2D-ADI31622
1DBreachingTurbidityCurrent1261
NEMO111501
DynQual1101
IHydroSlide3D1311
Coastal Landscape Transect Model (CoLT)2161
TopoFlow-Evaporation-Priestley Taylor1121
TopoFlow-Evaporation-Energy Balance1121
OpenAMUNDSEN441
WSIMOD331
UIDS22201
Rabpro121
TopoPyScale121
MPeat2D211
WAVI.jl221
NEWTS211
PySBeLT111
ArcDelRCM211
MCPM241
TopoFlow-Data-HIS1421
TopoFlow-Saturated Zone-Darcy Layers1121
Compact21131
FTCS1D-NonLinear21271
FractionalNoises2D21271
FLDTA2311
TopoFlow-Infiltration-Smith-Parlange1121
TopoFlow-Meteorology1121
TopoFlow-Snowmelt-Degree-Day1121
Mosartwmpy141
Oceananigans.jl3471
DFMFON111
EstuarineMorphologyEstimator1111
HydroCNHS121
Equilibrium Calculator121
SLEPIAN Alpha111
AR2-sinuosity161
Gospl151
Chi analysis tools11661
Icepack3201
LuSS1201
FineSed3D111
1D Particle-Based Hillslope Evolution Model111
SWEHR2351
Sakura2631
TopoFlow-Infiltration-Richards 1D1121
LITHFLEX21311
RAFEM1261
Subside2721
SVELA2311
LateralVerticalIncision1511
GrainHill181
TopoFlow-Evaporation-Read File1121
OTTER2631
LOGDIST2311
LITHFLEX11311
LavaFlow2D21271
MarshPondModel1221
CoastMorpho2D1511
Lithology171
LinearDiffuser11781
LEMming21131
Meanderpy11101
Barrier3D1161
HexWatershed1231
DeltaRCM Vegetation1211
CVFEM Rift2D1111
RiverMUSE1301
SoilInfiltrationGreenAmpt1911
Bifurcation1311
OptimalCycleID1171
Cross Shore Sediment Flux1601
Mixed bedrock-alluvial morphodynamic161
KWAVE1911
DeltaClassification251
ChannelProfiler11781
DepthDependentTaylorDiffuser11781
Rescal-snow161
ECSimpleSnow12871
Terrainbento1271
Hilltop and hillslope morphology extraction1701
GRLP2481
BlockLab1281
CMIP12551
SPACE2621
OverlandFlow1461
Nitrate Network Model1311
GST-extendedmodel1421
BRaKE1771
SIGNUM2701
SiStER1261
BatTri1381
ACADIA1321
GLUDM1111
OrderID1301
Hilltop flow routing1681
ThawLake1D1191
SurfaceRoughness1461
Bedrock Fault Scarp2821
RiverSynth1351
GullyErosionProfiler1D1531
GFlex2541
Wetland3P11191
IDA1141
WAVEREF2311
FUNDY2131
WDUNE1131
LEMming2311
Ice-sheet-Glacier-reconstruction21271
Fourier-Bessel-integration21271
PsHIC2611
TopoFlow-Snowmelt-Energy Balance1121
TopoFlow-Infiltration-Green-Ampt1121
TopoFlow-Diversions1121
TopoFlow-Channels-Kinematic Wave1121
TopoFlow-Channels-Dynamic Wave1121
TopoFlow-Channels-Diffusive Wave1121
Pllcart3d2681
Area-Slope Equation Calculator2611
Hyper2401
Point-Tidal-flat21291
WINDSEA2311
DELTA2311
2DFLOWVEL2311
Inflow2471
Bing21911
Spirals1D21271
WACCM-EE11881
FTCS2D-TerraceDiffusion21271
FTCS2D21271
FractionalNoises1D21271
STVENANT2311
TURB2311
SUSP2311
SETTLE2311
MFDrouting-Successive21271
MFDrouting21271
LONGPRO2311
Flex2D21271
Flex1D21271
FillinPitsFlatsDEM11271
Erode2151
ENTRAINH2311
ENTRAIN2311
Coupled1D21271
Bedrock Erosion Model21271
BEDLOAD2311
Avulsion2721
CosmoLand11741
ADI-2D21271