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 | 128 | 35 |
Terrestrial | 154 | 109 | 11 |
Coastal | 82 | 17 | 10 |
Marine | 54 | 15 | 5 |
Hydrology | 107 | 75 | 25 |
Geodynamic | 19 | 5 | 1 |
Carbonates and Biogenics | 1 | 2 | 0 |
Cryosphere | 22 | 8 | 4 |
Climate | 19 | 17 | 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 | 150 |
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 | 336 |
Windows | 324 |
Unix | 297 |
Mac OS | 291 |
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.
Model | Nr. of added references | Citations | H-index | M-quotient |
---|---|---|---|---|
WRF | 1728 | 120254 | 145 | {{{5}}} |
SWAT | 1654 | 104336 | 136 | {{{5}}} |
VIC | 647 | 39205 | 91 | {{{5}}} |
TOPMODEL | 565 | 31999 | 89 | {{{5}}} |
MODFLOW | 2622 | 53543 | 87 | {{{5}}} |
ApsimX | 1111 | 36437 | 86 | {{{5}}} |
SWAN | 1122 | 31594 | 77 | {{{5}}} |
OpenFOAM | 1025 | 33735 | 76 | {{{5}}} |
ROMS | 563 | 22039 | 66 | {{{5}}} |
LISFLOOD | 292 | 11626 | 63 | {{{5}}} |
Ecopath with Ecosim | 459 | 17709 | 63 | {{{5}}} |
HBV | 321 | 15025 | 62 | {{{5}}} |
WAVEWATCH III ^TM | 791 | 15275 | 60 | {{{5}}} |
Delft3D | 993 | 13667 | 53 | {{{5}}} |
SICOPOLIS | 150 | 8441 | 50 | {{{5}}} |
ADCIRC | 489 | 10281 | 50 | {{{5}}} |
HSPF | 351 | 11177 | 48 | {{{5}}} |
Princeton Ocean Model (POM) | 363 | 9623 | 47 | {{{5}}} |
XBeach | 415 | 6415 | 41 | {{{5}}} |
RHESSys | 138 | 6561 | 40 | {{{5}}} |
FVCOM | 358 | 7866 | 40 | {{{5}}} |
The TELEMAC system | 304 | 5467 | 39 | {{{5}}} |
PHREEQC | 314 | 7584 | 38 | {{{5}}} |
OTIS | 88 | 5728 | 37 | {{{5}}} |
DHSVM | 112 | 4657 | 34 | {{{5}}} |
CICE | 201 | 5263 | 33 | {{{5}}} |
MITgcm | 111 | 7223 | 32 | {{{5}}} |
FUNWAVE | 160 | 5426 | 30 | {{{5}}} |
PRMS | 126 | 4368 | 30 | {{{5}}} |
GISS GCM ModelE | 64 | 5816 | 28 | {{{5}}} |
CHILD | 42 | 3854 | 27 | {{{5}}} |
HAMSOM | 61 | 1696 | 26 | {{{5}}} |
SWMM | 157 | 2594 | 26 | {{{5}}} |
PISM | 93 | 2822 | 26 | {{{5}}} |
Caesar | 60 | 2405 | 26 | {{{5}}} |
MICOM | 60 | 3863 | 26 | {{{5}}} |
PIHM | 52 | 1642 | 25 | {{{5}}} |
HydroTrend | 51 | 1970 | 25 | {{{5}}} |
Demeter | 44 | 2253 | 24 | {{{5}}} |
Alpine3D | 49 | 2184 | 24 | {{{5}}} |
GNE | 33 | 3416 | 23 | {{{5}}} |
ISSM | 82 | 1686 | 22 | {{{5}}} |
WRF-Hydro | 126 | 1326 | 21 | {{{5}}} |
WOFOST | 92 | 2823 | 21 | {{{5}}} |
SPARROW | 35 | 3508 | 21 | {{{5}}} |
ALFRESCO | 22 | 2969 | 21 | {{{5}}} |
SIBERIA | 29 | 2514 | 20 | {{{5}}} |
UEB | 34 | 1585 | 18 | {{{5}}} |
QUAL2K | 115 | 1283 | 18 | {{{5}}} |
SNOWPACK | 19 | 2869 | 18 | {{{5}}} |
BOM | 46 | 1374 | 18 | {{{5}}} |
CLUMondo | 35 | 1519 | 17 | {{{5}}} |
CREST | 37 | 1469 | 16 | {{{5}}} |
STWAVE | 80 | 1427 | 16 | {{{5}}} |
Landlab | 52 | 780 | 16 | {{{5}}} |
ParFlow | 32 | 3098 | 16 | {{{5}}} |
GIPL | 28 | 1146 | 16 | {{{5}}} |
ELCIRC | 30 | 1479 | 15 | {{{5}}} |
SPHYSICS | 28 | 8173 | 14 | {{{5}}} |
GeoClaw | 35 | 993 | 14 | {{{5}}} |
Glimmer-CISM | 23 | 1221 | 14 | {{{5}}} |
Sedflux | 25 | 766 | 14 | {{{5}}} |
REF-DIF | 18 | 1707 | 14 | {{{5}}} |
GEOtop | 30 | 1173 | 13 | {{{5}}} |
LOADEST | 31 | 1387 | 13 | {{{5}}} |
QTCM | 21 | 1656 | 13 | {{{5}}} |
TopoToolbox | 31 | 1279 | 12 | {{{5}}} |
TauDEM | 53 | 2755 | 12 | {{{5}}} |
HYPE | 42 | 883 | 12 | {{{5}}} |
CAESAR Lisflood | 56 | 633 | 12 | {{{5}}} |
CryoGrid3 | 13 | 423 | 11 | {{{5}}} |
Symphonie | 21 | 747 | 11 | {{{5}}} |
Badlands | 20 | 251 | 10 | {{{5}}} |
STSWM | 11 | 1724 | 10 | {{{5}}} |
DLBRM | 14 | 302 | 10 | {{{5}}} |
Underworld2 | 19 | 1262 | 10 | {{{5}}} |
GSFLOW | 25 | 895 | 10 | {{{5}}} |
Anuga | 22 | 253 | 9 | {{{5}}} |
ChesROMS | 13 | 7074 | 9 | {{{5}}} |
GISS AOM | 10 | 1030 | 9 | {{{5}}} |
CEM | 13 | 1531 | 9 | {{{5}}} |
OGGM | 23 | 217 | 8 | {{{5}}} |
GEOMBEST | 9 | 382 | 8 | {{{5}}} |
DR3M | 14 | 343 | 8 | {{{5}}} |
WBMsed | 13 | 730 | 8 | {{{5}}} |
PSTSWM | 10 | 237 | 7 | {{{5}}} |
DeltaRCM | 12 | 242 | 7 | {{{5}}} |
WBM-WTM | 10 | 1558 | 7 | {{{5}}} |
RivMAP | 8 | 240 | 7 | {{{5}}} |
CBOFS2 | 7 | 6931 | 7 | {{{5}}} |
TISC | 6 | 630 | 6 | {{{5}}} |
Hydromad | 9 | 338 | 6 | {{{5}}} |
ILAMB | 9 | 431 | 6 | {{{5}}} |
Cyclopath | 7 | 467 | 6 | {{{5}}} |
MOM6 | 19 | 159 | 5 | {{{5}}} |
WILSIM | 6 | 74 | 5 | {{{5}}} |
SedFoam-2.0 | 20 | 209 | 5 | {{{5}}} |
EF5 | 7 | 156 | 5 | {{{5}}} |
OlaFlow | 32 | 460 | 5 | {{{5}}} |
FwDET | 7 | 186 | 5 | {{{5}}} |
TopoFlow | 8 | 96 | 5 | {{{5}}} |
River Network Bed-Material Sediment | 6 | 336 | 5 | {{{5}}} |
QUODDY | 16 | 96 | 5 | {{{5}}} |
UMCESroms | 5 | 6902 | 5 | {{{5}}} |
TOPOG | 10 | 963 | 5 | {{{5}}} |
DeltaSIM | 5 | 142 | 5 | {{{5}}} |
GOLEM | 8 | 1858 | 5 | {{{5}}} |
NearCoM | 8 | 300 | 5 | {{{5}}} |
MARSSIM | 7 | 1301 | 5 | {{{5}}} |
MIDAS | 7 | 206 | 5 | {{{5}}} |
MARM5D | 5 | 137 | 4 | {{{5}}} |
TAo | 5 | 228 | 4 | {{{5}}} |
SBM | 5 | 294 | 4 | {{{5}}} |
PIHMgis | 4 | 192 | 4 | {{{5}}} |
Gc2d | 4 | 455 | 4 | {{{5}}} |
AquaTellUs | 5 | 118 | 4 | {{{5}}} |
Sedtrans05 | 3 | 92 | 3 | {{{5}}} |
LaMEM | 6 | 60 | 3 | {{{5}}} |
CVPM | 3 | 18 | 3 | {{{5}}} |
MRSAA | 4 | 73 | 3 | {{{5}}} |
1D Hillslope MCMC | 4 | 276 | 3 | {{{5}}} |
AeoLiS | 7 | 188 | 3 | {{{5}}} |
SEA | 4 | 222 | 3 | {{{5}}} |
HIM | 3 | 301 | 3 | {{{5}}} |
TURBINS | 4 | 109 | 3 | {{{5}}} |
LTRANS | 7 | 538 | 3 | {{{5}}} |
Cliffs | 3 | 105 | 3 | {{{5}}} |
DrEICH algorithm | 3 | 136 | 3 | {{{5}}} |
Plume | 4 | 133 | 3 | {{{5}}} |
Bio | 4 | 495 | 3 | {{{5}}} |
MARSSIM V4 | 2 | 1056 | 2 | {{{5}}} |
SedCas | 3 | 82 | 2 | {{{5}}} |
SedBerg | 3 | 46 | 2 | {{{5}}} |
CarboCAT | 7 | 29 | 2 | {{{5}}} |
DynEarthSol3D | 2 | 7 | 2 | {{{5}}} |
Elv-GST | 2 | 124 | 2 | {{{5}}} |
Barrier Inlet Environment (BRIE) Model | 3 | 26 | 2 | {{{5}}} |
Diffusion | 3 | 164 | 2 | {{{5}}} |
Manningseq-bouldersforpaleohydrology | 2 | 21 | 2 | {{{5}}} |
River Erosion Model | 2 | 16 | 2 | {{{5}}} |
Mocsy | 2 | 86 | 2 | {{{5}}} |
SLAMM 6.7 | 2 | 34 | 2 | {{{5}}} |
Coastal Dune Model | 3 | 321 | 2 | {{{5}}} |
ESCAPE | 3 | 9 | 2 | {{{5}}} |
Hogback | 2 | 42 | 2 | {{{5}}} |
Meander Centerline Migration Model | 4 | 125 | 2 | {{{5}}} |
DROG3D | 3 | 103 | 2 | {{{5}}} |
SELFE | 2 | 564 | 2 | {{{5}}} |
Detrital Thermochron | 2 | 91 | 2 | {{{5}}} |
Auto marsh | 2 | 115 | 2 | {{{5}}} |
YANGs | 3 | 123 | 2 | {{{5}}} |
FVshock | 3 | 221 | 2 | {{{5}}} |
SNAC | 3 | 100 | 2 | {{{5}}} |
Channel-Oscillation | 3 | 142 | 2 | {{{5}}} |
CMFT | 2 | 560 | 2 | {{{5}}} |
OTEQ | 2 | 137 | 2 | {{{5}}} |
Zscape | 2 | 351 | 2 | {{{5}}} |
CAM-CARMA | 2 | 2138 | 2 | {{{5}}} |
WSGFAM | 3 | 97 | 2 | {{{5}}} |
STORM | 3 | 105 | 2 | {{{5}}} |
Eolian Dune Model | 3 | 168 | 2 | {{{5}}} |
StreamPower | 3 | 152 | 2 | {{{5}}} |
Iceages | 3 | 383 | 2 | {{{5}}} |
Flex2D-ADI | 3 | 153 | 2 | {{{5}}} |
HyLands | 2 | 14 | 1 | {{{5}}} |
SLEPIAN Alpha | 1 | 1 | 1 | {{{5}}} |
AR2-sinuosity | 1 | 2 | 1 | {{{5}}} |
Gospl | 1 | 1 | 1 | {{{5}}} |
Mosartwmpy | 1 | 1 | 1 | {{{5}}} |
Chi analysis tools | 1 | 144 | 1 | {{{5}}} |
Icepack | 2 | 8 | 1 | {{{5}}} |
LuSS | 1 | 13 | 1 | {{{5}}} |
FineSed3D | 1 | 1 | 1 | {{{5}}} |
1D Particle-Based Hillslope Evolution Model | 1 | 1 | 1 | {{{5}}} |
SWEHR | 2 | 29 | 1 | {{{5}}} |
Sakura | 2 | 59 | 1 | {{{5}}} |
TopoFlow-Infiltration-Richards 1D | 1 | 11 | 1 | {{{5}}} |
LITHFLEX2 | 1 | 31 | 1 | {{{5}}} |
RAFEM | 1 | 24 | 1 | {{{5}}} |
TopoFlow-Evaporation-Priestley Taylor | 1 | 11 | 1 | {{{5}}} |
Subside | 2 | 67 | 1 | {{{5}}} |
SVELA | 2 | 31 | 1 | {{{5}}} |
LateralVerticalIncision | 1 | 45 | 1 | {{{5}}} |
TopoFlow-Evaporation-Energy Balance | 1 | 11 | 1 | {{{5}}} |
GrainHill | 1 | 7 | 1 | {{{5}}} |
TopoFlow-Evaporation-Read File | 1 | 11 | 1 | {{{5}}} |
OTTER | 2 | 46 | 1 | {{{5}}} |
LOGDIST | 2 | 31 | 1 | {{{5}}} |
LITHFLEX1 | 1 | 31 | 1 | {{{5}}} |
LavaFlow2D | 2 | 119 | 1 | {{{5}}} |
MarshPondModel | 1 | 13 | 1 | {{{5}}} |
CoastMorpho2D | 1 | 26 | 1 | {{{5}}} |
Lithology | 1 | 7 | 1 | {{{5}}} |
LinearDiffuser | 1 | 141 | 1 | {{{5}}} |
LEMming2 | 1 | 8 | 1 | {{{5}}} |
Meanderpy | 1 | 67 | 1 | {{{5}}} |
Barrier3D | 1 | 7 | 1 | {{{5}}} |
HexWatershed | 1 | 12 | 1 | {{{5}}} |
DeltaRCM Vegetation | 1 | 14 | 1 | {{{5}}} |
CVFEM Rift2D | 1 | 7 | 1 | {{{5}}} |
RiverMUSE | 1 | 27 | 1 | {{{5}}} |
SoilInfiltrationGreenAmpt | 1 | 71 | 1 | {{{5}}} |
Bifurcation | 1 | 24 | 1 | {{{5}}} |
MCPM | 2 | 4 | 1 | {{{5}}} |
OptimalCycleID | 1 | 16 | 1 | {{{5}}} |
Cross Shore Sediment Flux | 1 | 51 | 1 | {{{5}}} |
Mixed bedrock-alluvial morphodynamic | 1 | 2 | 1 | {{{5}}} |
KWAVE | 1 | 71 | 1 | {{{5}}} |
DeltaClassification | 2 | 3 | 1 | {{{5}}} |
ChannelProfiler | 1 | 141 | 1 | {{{5}}} |
DepthDependentTaylorDiffuser | 1 | 141 | 1 | {{{5}}} |
Rescal-snow | 1 | 3 | 1 | {{{5}}} |
EstuarineMorphologyEstimator | 1 | 8 | 1 | {{{5}}} |
ECSimpleSnow | 1 | 269 | 1 | {{{5}}} |
Terrainbento | 1 | 17 | 1 | {{{5}}} |
Hilltop and hillslope morphology extraction | 1 | 63 | 1 | {{{5}}} |
GRLP | 2 | 34 | 1 | {{{5}}} |
BlockLab | 1 | 22 | 1 | {{{5}}} |
CMIP | 1 | 240 | 1 | {{{5}}} |
SPACE | 1 | 46 | 1 | {{{5}}} |
OverlandFlow | 1 | 32 | 1 | {{{5}}} |
Nitrate Network Model | 1 | 24 | 1 | {{{5}}} |
GST-extendedmodel | 1 | 34 | 1 | {{{5}}} |
BRaKE | 1 | 61 | 1 | {{{5}}} |
SIGNUM | 2 | 65 | 1 | {{{5}}} |
SiStER | 1 | 18 | 1 | {{{5}}} |
BatTri | 1 | 37 | 1 | {{{5}}} |
ACADIA | 1 | 32 | 1 | {{{5}}} |
TopoFlow-Data-HIS | 1 | 40 | 1 | {{{5}}} |
TopoFlow-Saturated Zone-Darcy Layers | 1 | 11 | 1 | {{{5}}} |
1DBreachingTurbidityCurrent | 1 | 23 | 1 | {{{5}}} |
GLUDM | 1 | 10 | 1 | {{{5}}} |
OrderID | 1 | 27 | 1 | {{{5}}} |
Hilltop flow routing | 1 | 51 | 1 | {{{5}}} |
ThawLake1D | 1 | 20 | 1 | {{{5}}} |
SurfaceRoughness | 1 | 40 | 1 | {{{5}}} |
Bedrock Fault Scarp | 2 | 75 | 1 | {{{5}}} |
RiverSynth | 1 | 29 | 1 | {{{5}}} |
GullyErosionProfiler1D | 1 | 46 | 1 | {{{5}}} |
GFlex | 2 | 34 | 1 | {{{5}}} |
Wetland3P | 1 | 94 | 1 | {{{5}}} |
IDA | 1 | 11 | 1 | {{{5}}} |
WAVEREF | 2 | 31 | 1 | {{{5}}} |
FUNDY | 2 | 13 | 1 | {{{5}}} |
WDUNE | 1 | 10 | 1 | {{{5}}} |
LEMming | 2 | 24 | 1 | {{{5}}} |
Ice-sheet-Glacier-reconstruction | 2 | 119 | 1 | {{{5}}} |
Fourier-Bessel-integration | 2 | 119 | 1 | {{{5}}} |
PsHIC | 2 | 57 | 1 | {{{5}}} |
TopoFlow-Snowmelt-Energy Balance | 1 | 11 | 1 | {{{5}}} |
TopoFlow-Snowmelt-Degree-Day | 1 | 11 | 1 | {{{5}}} |
TopoFlow-Meteorology | 1 | 11 | 1 | {{{5}}} |
TopoFlow-Infiltration-Smith-Parlange | 1 | 11 | 1 | {{{5}}} |
TopoFlow-Infiltration-Green-Ampt | 1 | 11 | 1 | {{{5}}} |
TopoFlow-Diversions | 1 | 11 | 1 | {{{5}}} |
TopoFlow-Channels-Kinematic Wave | 1 | 11 | 1 | {{{5}}} |
TopoFlow-Channels-Dynamic Wave | 1 | 11 | 1 | {{{5}}} |
TopoFlow-Channels-Diffusive Wave | 1 | 11 | 1 | {{{5}}} |
Pllcart3d | 2 | 67 | 1 | {{{5}}} |
Area-Slope Equation Calculator | 2 | 57 | 1 | {{{5}}} |
Hyper | 2 | 39 | 1 | {{{5}}} |
Point-Tidal-flat | 2 | 123 | 1 | {{{5}}} |
WINDSEA | 2 | 31 | 1 | {{{5}}} |
DELTA | 2 | 31 | 1 | {{{5}}} |
2DFLOWVEL | 2 | 31 | 1 | {{{5}}} |
Inflow | 2 | 47 | 1 | {{{5}}} |
Compact | 2 | 104 | 1 | {{{5}}} |
Bing | 2 | 183 | 1 | {{{5}}} |
Spirals1D | 2 | 119 | 1 | {{{5}}} |
WACCM-EE | 1 | 164 | 1 | {{{5}}} |
FTCS2D-TerraceDiffusion | 2 | 119 | 1 | {{{5}}} |
FTCS2D | 2 | 119 | 1 | {{{5}}} |
FTCS1D-NonLinear | 2 | 119 | 1 | {{{5}}} |
FractionalNoises2D | 2 | 119 | 1 | {{{5}}} |
FractionalNoises1D | 2 | 119 | 1 | {{{5}}} |
STVENANT | 2 | 31 | 1 | {{{5}}} |
TURB | 2 | 31 | 1 | {{{5}}} |
SUSP | 2 | 31 | 1 | {{{5}}} |
SETTLE | 2 | 31 | 1 | {{{5}}} |
MFDrouting-Successive | 2 | 119 | 1 | {{{5}}} |
MFDrouting | 2 | 119 | 1 | {{{5}}} |
LONGPRO | 2 | 31 | 1 | {{{5}}} |
Flex2D | 2 | 119 | 1 | {{{5}}} |
Flex1D | 2 | 119 | 1 | {{{5}}} |
FLDTA | 2 | 31 | 1 | {{{5}}} |
FillinPitsFlatsDEM | 1 | 119 | 1 | {{{5}}} |
Erode | 2 | 15 | 1 | {{{5}}} |
ENTRAINH | 2 | 31 | 1 | {{{5}}} |
ENTRAIN | 2 | 31 | 1 | {{{5}}} |
Coupled1D | 2 | 119 | 1 | {{{5}}} |
Bedrock Erosion Model | 2 | 119 | 1 | {{{5}}} |
BEDLOAD | 2 | 31 | 1 | {{{5}}} |
Avulsion | 2 | 67 | 1 | {{{5}}} |
CosmoLand | 1 | 163 | 1 | {{{5}}} |
ADI-2D | 2 | 119 | 1 | {{{5}}} |