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Load simulated flows recorded with saveFlowDB

Usage

readQsim(..., cfg = loadConfig(), filename = "ts_Qsim.tsv")

Arguments

...

character the relative path where the database is recorded in the cloud

cfg

a config object. Configuration to use. See loadConfig for details

filename

character the name of the file to load. It could be "ts_Qsim.tsv" (by default) for the flow in the river, or "ts_Qcontrib.tsv" for the contribution of the downstream intermediate basin to the flow

Value

A data.frame with a first column with the date and following columns the daily mean simulated flows for each station.

Examples

cfg <- loadConfig()
df <- readQsim(cfg$Qnat$path, cfg$Version, "historical/data")
summary(df)
#>      DatesR                        AMANCE            AUZON        
#>  Min.   :1959-08-01 00:00:00   Min.   :0.02155   Min.   :0.03998  
#>  1st Qu.:1975-05-01 12:00:00   1st Qu.:0.08012   1st Qu.:0.14551  
#>  Median :1991-01-30 00:00:00   Median :0.18056   Median :0.32883  
#>  Mean   :1991-01-30 00:00:00   Mean   :0.28939   Mean   :0.52968  
#>  3rd Qu.:2006-10-30 12:00:00   3rd Qu.:0.38353   3rd Qu.:0.70266  
#>  Max.   :2022-07-31 00:00:00   Max.   :3.24398   Max.   :5.97381  
#>     CHAUM_07          H0100010          H0100020          H0203020      
#>  Min.   : 0.3277   Min.   : 0.1546   Min.   : 0.9631   Min.   : 0.1301  
#>  1st Qu.: 1.8650   1st Qu.: 0.9498   1st Qu.: 3.4388   1st Qu.: 0.9042  
#>  Median : 3.9377   Median : 2.5706   Median : 7.3357   Median : 2.1011  
#>  Mean   : 5.6649   Mean   : 4.4345   Mean   :10.7127   Mean   : 3.3059  
#>  3rd Qu.: 7.3446   3rd Qu.: 5.6618   3rd Qu.:14.2523   3rd Qu.: 4.4123  
#>  Max.   :62.9086   Max.   :64.5983   Max.   :91.9570   Max.   :40.9506  
#>     H0210010          H0301010          H0321030          H0400010      
#>  Min.   :  1.203   Min.   : 0.0500   Min.   : 0.1563   Min.   :  1.437  
#>  1st Qu.:  4.862   1st Qu.: 0.3948   1st Qu.: 1.1625   1st Qu.:  6.686  
#>  Median : 10.593   Median : 1.0872   Median : 3.3262   Median : 15.817  
#>  Mean   : 15.754   Mean   : 1.9708   Mean   : 5.8895   Mean   : 25.029  
#>  3rd Qu.: 21.148   3rd Qu.: 2.4173   3rd Qu.: 7.6570   3rd Qu.: 33.407  
#>  Max.   :135.297   Max.   :38.0728   Max.   :68.9382   Max.   :244.378  
#>     H0503010           H0702010           H0800010          H0810010      
#>  Min.   : 0.01911   Min.   : 0.08098   Min.   :  1.645   Min.   :  1.796  
#>  1st Qu.: 0.18828   1st Qu.: 0.41568   1st Qu.:  8.184   1st Qu.:  9.068  
#>  Median : 0.62297   Median : 1.01273   Median : 20.192   Median : 21.582  
#>  Mean   : 1.34311   Mean   : 1.71941   Mean   : 32.875   Mean   : 34.562  
#>  3rd Qu.: 1.62552   3rd Qu.: 2.23747   3rd Qu.: 44.625   3rd Qu.: 46.916  
#>  Max.   :29.28445   Max.   :25.22518   Max.   :321.049   Max.   :326.628  
#>     H1201010           H1231010           H1501010          H1503510      
#>  Min.   :  0.5968   Min.   :  0.8514   Min.   :  1.898   Min.   :0.07166  
#>  1st Qu.:  3.6421   1st Qu.:  4.6611   1st Qu.:  8.957   1st Qu.:0.24422  
#>  Median :  9.0406   Median : 11.2753   Median : 20.666   Median :0.47139  
#>  Mean   : 15.6375   Mean   : 19.0394   Mean   : 32.914   Mean   :0.72491  
#>  3rd Qu.: 20.1153   3rd Qu.: 24.7959   3rd Qu.: 43.898   3rd Qu.:0.97155  
#>  Max.   :204.2995   Max.   :225.6179   Max.   :346.206   Max.   :5.62119  
#>     H1503910           H1603010          H1700010          H1713010      
#>  Min.   :0.007311   Min.   : 0.1042   Min.   :  4.713   Min.   :0.05355  
#>  1st Qu.:0.045318   1st Qu.: 0.4652   1st Qu.: 22.677   1st Qu.:0.20661  
#>  Median :0.127072   Median : 0.9893   Median : 48.799   Median :0.39306  
#>  Mean   :0.240396   Mean   : 1.5606   Mean   : 74.922   Mean   :0.60527  
#>  3rd Qu.:0.319050   3rd Qu.: 2.1324   3rd Qu.:100.727   3rd Qu.:0.80101  
#>  Max.   :2.800022   Max.   :14.4461   Max.   :674.100   Max.   :6.75953  
#>     H1940010          H2021010         H2051010          H2062010       
#>  Min.   :  4.848   Min.   : 1.346   Min.   :  1.399   Min.   : 0.03293  
#>  1st Qu.: 24.190   1st Qu.: 3.029   1st Qu.:  3.741   1st Qu.: 0.34545  
#>  Median : 52.632   Median : 5.339   Median :  7.509   Median : 1.05580  
#>  Mean   : 80.681   Mean   : 7.249   Mean   : 11.459   Mean   : 2.09025  
#>  3rd Qu.:109.231   3rd Qu.: 9.123   3rd Qu.: 14.396   3rd Qu.: 2.63435  
#>  Max.   :687.073   Max.   :68.248   Max.   :131.624   Max.   :41.29465  
#>     H2073110         H2083110         H2122010         H2142010      
#>  Min.   :0.0772   Min.   :0.1727   Min.   : 0.334   Min.   : 0.4688  
#>  1st Qu.:0.3868   1st Qu.:0.7184   1st Qu.: 1.871   1st Qu.: 2.9624  
#>  Median :0.7138   Median :1.1906   Median : 3.571   Median : 6.0386  
#>  Mean   :0.9420   Mean   :1.5345   Mean   : 4.815   Mean   : 8.5979  
#>  3rd Qu.:1.2506   3rd Qu.:2.0262   3rd Qu.: 6.331   3rd Qu.:11.2180  
#>  Max.   :7.4317   Max.   :9.7420   Max.   :47.632   Max.   :92.8105  
#>     H2152310           H2172310          H2182010           H2221010      
#>  Min.   : 0.06982   Min.   : 0.1108   Min.   :  0.8747   Min.   :  3.349  
#>  1st Qu.: 0.35528   1st Qu.: 0.7870   1st Qu.:  5.4470   1st Qu.: 14.685  
#>  Median : 0.73458   Median : 1.9480   Median : 11.5159   Median : 28.729  
#>  Mean   : 1.03248   Mean   : 3.2703   Mean   : 16.7951   Mean   : 41.332  
#>  3rd Qu.: 1.37467   3rd Qu.: 4.1610   3rd Qu.: 22.2053   3rd Qu.: 54.463  
#>  Max.   :10.13248   Max.   :54.1628   Max.   :185.3208   Max.   :402.047  
#>     H2322010           H2322020           H2342010           H2402010       
#>  Min.   : 0.01021   Min.   : 0.02756   Min.   :  0.0699   Min.   : 0.00749  
#>  1st Qu.: 0.24618   1st Qu.: 0.49893   1st Qu.:  1.0418   1st Qu.: 0.18095  
#>  Median : 0.88357   Median : 1.76065   Median :  3.5783   Median : 0.63532  
#>  Mean   : 2.13980   Mean   : 3.98173   Mean   :  7.7691   Mean   : 1.52526  
#>  3rd Qu.: 2.28800   3rd Qu.: 4.50559   3rd Qu.:  9.4383   3rd Qu.: 1.64669  
#>  Max.   :59.60277   Max.   :73.49517   Max.   :123.8706   Max.   :43.31749  
#>     H2412010           H2442340           H2452010           H2473010      
#>  Min.   : 0.02105   Min.   :  0.1305   Min.   :  0.1751   Min.   : 0.1111  
#>  1st Qu.: 0.41798   1st Qu.:  1.2482   1st Qu.:  1.9201   1st Qu.: 0.7267  
#>  Median : 1.44332   Median :  3.9230   Median :  6.0934   Median : 2.0127  
#>  Mean   : 3.25340   Mean   :  7.8455   Mean   : 12.2639   Mean   : 3.7238  
#>  3rd Qu.: 3.73122   3rd Qu.:  9.2214   3rd Qu.: 14.6388   3rd Qu.: 4.6899  
#>  Max.   :67.76402   Max.   :143.6230   Max.   :211.4098   Max.   :60.8173  
#>     H2482010          H2482020           H2513110         H2622010     
#>  Min.   :  1.094   Min.   :  0.8221   Min.   :0.1228   Min.   : 1.518  
#>  1st Qu.:  6.117   1st Qu.:  4.6558   1st Qu.:0.3875   1st Qu.: 3.514  
#>  Median : 15.822   Median : 11.8878   Median :0.6201   Median : 4.622  
#>  Mean   : 27.274   Mean   : 20.5654   Mean   :0.7981   Mean   : 5.194  
#>  3rd Qu.: 35.303   3rd Qu.: 26.2745   3rd Qu.:1.0319   3rd Qu.: 6.359  
#>  Max.   :308.318   Max.   :260.2676   Max.   :6.6435   Max.   :20.296  
#>     H2701030          H3021010          H3102010           H3122010      
#>  Min.   :  7.753   Min.   : 0.0334   Min.   : 0.01307   Min.   : 0.1165  
#>  1st Qu.: 31.982   1st Qu.: 0.3432   1st Qu.: 0.13719   1st Qu.: 0.8972  
#>  Median : 61.610   Median : 0.9849   Median : 0.45120   Median : 2.1170  
#>  Mean   : 90.824   Mean   : 1.9187   Mean   : 0.95876   Mean   : 3.5803  
#>  3rd Qu.:117.823   3rd Qu.: 2.4511   3rd Qu.: 1.16888   3rd Qu.: 4.6423  
#>  Max.   :829.642   Max.   :51.2003   Max.   :29.28719   Max.   :68.8487  
#>     H3122020          H3201010           H3203310            H3322010       
#>  Min.   : 0.2537   Min.   :  0.4235   Min.   : 0.008442   Min.   : 0.01038  
#>  1st Qu.: 1.6604   1st Qu.:  2.9319   1st Qu.: 0.072364   1st Qu.: 0.14429  
#>  Median : 3.3388   Median :  7.0137   Median : 0.215358   Median : 0.55270  
#>  Mean   : 5.0614   Mean   : 12.0345   Mean   : 0.428538   Mean   : 1.39094  
#>  3rd Qu.: 6.5698   3rd Qu.: 15.4865   3rd Qu.: 0.533335   3rd Qu.: 1.59264  
#>  Max.   :85.2933   Max.   :288.1099   Max.   :18.439125   Max.   :77.13116  
#>     H3613010          H3613020          H3621010          H3623010      
#>  Min.   :0.02978   Min.   :0.06739   Min.   :  1.706   Min.   :0.03713  
#>  1st Qu.:0.20594   1st Qu.:0.34685   1st Qu.:  7.341   1st Qu.:0.17407  
#>  Median :0.34385   Median :0.55847   Median : 13.225   Median :0.25759  
#>  Mean   :0.45618   Mean   :0.70685   Mean   : 18.965   Mean   :0.30942  
#>  3rd Qu.:0.58065   3rd Qu.:0.89675   3rd Qu.: 24.073   3rd Qu.:0.39184  
#>  Max.   :6.68907   Max.   :8.45872   Max.   :327.293   Max.   :2.16195  
#>     H3923010            H4002010           H4022010         H4022030      
#>  Min.   : 0.000819   Min.   : 0.02392   Min.   : 1.662   Min.   : 0.1189  
#>  1st Qu.: 0.027642   1st Qu.: 0.17481   1st Qu.: 2.761   1st Qu.: 0.5820  
#>  Median : 0.131010   Median : 0.31766   Median : 3.409   Median : 0.9689  
#>  Mean   : 0.484629   Mean   : 0.44967   Mean   : 3.791   Mean   : 1.2950  
#>  3rd Qu.: 0.450828   3rd Qu.: 0.58080   3rd Qu.: 4.432   3rd Qu.: 1.6692  
#>  Max.   :28.484162   Max.   :20.63084   Max.   :36.114   Max.   :31.2847  
#>     H4033010         H4042010         H4202020          H4223110       
#>  Min.   :0.4367   Min.   : 4.107   Min.   :0.05702   Min.   : 0.05252  
#>  1st Qu.:0.6477   1st Qu.: 6.584   1st Qu.:0.17736   1st Qu.: 0.31047  
#>  Median :0.7768   Median : 7.893   Median :0.23799   Median : 0.49238  
#>  Mean   :0.8353   Mean   : 8.461   Mean   :0.27745   Mean   : 0.63249  
#>  3rd Qu.:0.9738   3rd Qu.: 9.752   3rd Qu.:0.33238   3rd Qu.: 0.78357  
#>  Max.   :2.6473   Max.   :47.535   Max.   :3.67985   Max.   :11.93398  
#>     H4232040          H4243010          H4252010          H4322010       
#>  Min.   : 0.2416   Min.   : 0.1196   Min.   : 0.3722   Min.   : 0.00270  
#>  1st Qu.: 1.1659   1st Qu.: 0.6612   1st Qu.: 1.9243   1st Qu.: 0.08859  
#>  Median : 1.8157   Median : 1.0262   Median : 3.0330   Median : 0.41763  
#>  Mean   : 2.3013   Mean   : 1.3169   Mean   : 3.9231   Mean   : 1.42263  
#>  3rd Qu.: 2.8543   3rd Qu.: 1.6156   3rd Qu.: 4.8620   3rd Qu.: 1.38626  
#>  Max.   :36.4244   Max.   :22.7695   Max.   :65.5087   Max.   :66.11181  
#>     H4333410            H4340010          H5011020          H5033310       
#>  Min.   : 0.004906   Min.   :  19.78   Min.   : 0.1714   Min.   : 0.01457  
#>  1st Qu.: 0.067687   1st Qu.:  77.23   1st Qu.: 1.0509   1st Qu.: 0.15741  
#>  Median : 0.165813   Median : 150.16   Median : 2.3349   Median : 0.45875  
#>  Mean   : 0.301265   Mean   : 214.40   Mean   : 3.6490   Mean   : 0.99988  
#>  3rd Qu.: 0.362747   3rd Qu.: 287.83   3rd Qu.: 4.6642   3rd Qu.: 1.12828  
#>  Max.   :10.823045   Max.   :1429.18   Max.   :62.3535   Max.   :21.98251  
#>     H5042010           H5062010           H5071010           H5091010     
#>  Min.   : 0.02039   Min.   :  0.1894   Min.   :  0.9181   Min.   :  1.63  
#>  1st Qu.: 0.25966   1st Qu.:  1.6360   1st Qu.:  6.9687   1st Qu.: 10.21  
#>  Median : 0.80575   Median :  4.5961   Median : 18.2916   Median : 25.38  
#>  Mean   : 1.84294   Mean   :  8.8280   Mean   : 32.7721   Mean   : 43.49  
#>  3rd Qu.: 2.04610   3rd Qu.: 10.7447   3rd Qu.: 41.1900   3rd Qu.: 55.42  
#>  Max.   :43.89397   Max.   :127.7301   Max.   :357.1672   Max.   :430.27  
#>     H5102020           H5122310           H5142610           H5142620       
#>  Min.   :  0.5447   Min.   :  0.2774   Min.   : 0.04515   Min.   : 0.06175  
#>  1st Qu.:  2.2081   1st Qu.:  2.0169   1st Qu.: 0.28592   1st Qu.: 0.43464  
#>  Median :  5.0286   Median :  5.6699   Median : 0.80403   Median : 1.30418  
#>  Mean   :  7.8974   Mean   : 10.6544   Mean   : 1.53080   Mean   : 2.63238  
#>  3rd Qu.: 10.3711   3rd Qu.: 12.9257   3rd Qu.: 1.87097   3rd Qu.: 3.16099  
#>  Max.   :111.4652   Max.   :214.0509   Max.   :35.85656   Max.   :65.02558  
#>     H5172010          H5173110           H5201010          H5213310      
#>  Min.   :  1.018   Min.   : 0.01163   Min.   :  2.808   Min.   :0.03794  
#>  1st Qu.:  5.677   1st Qu.: 0.16964   1st Qu.: 17.926   1st Qu.:0.14443  
#>  Median : 14.894   Median : 0.49861   Median : 44.626   Median :0.31663  
#>  Mean   : 26.059   Mean   : 1.02612   Mean   : 74.795   Mean   :0.51605  
#>  3rd Qu.: 33.203   3rd Qu.: 1.20737   3rd Qu.: 96.178   3rd Qu.:0.71461  
#>  Max.   :382.578   Max.   :28.90921   Max.   :771.601   Max.   :5.23097  
#>     H5224310          H5302010           H5321010          H5412010      
#>  Min.   :0.05369   Min.   : 0.08779   Min.   :  5.132   Min.   : 0.1706  
#>  1st Qu.:0.22480   1st Qu.: 0.85845   1st Qu.: 30.431   1st Qu.: 0.7995  
#>  Median :0.37237   Median : 1.69691   Median : 63.779   Median : 1.4128  
#>  Mean   :0.49586   Mean   : 2.55716   Mean   : 95.700   Mean   : 1.9344  
#>  3rd Qu.:0.65346   3rd Qu.: 3.20246   3rd Qu.:124.114   3rd Qu.: 2.5528  
#>  Max.   :4.07402   Max.   :47.21380   Max.   :802.170   Max.   :18.3462  
#>     H5412020          H5522010         H5613020         H5723011       
#>  Min.   : 0.2125   Min.   : 0.171   Min.   :0.0485   Min.   : 0.00403  
#>  1st Qu.: 1.2199   1st Qu.: 1.016   1st Qu.:0.3404   1st Qu.: 0.07191  
#>  Median : 2.3633   Median : 1.610   Median :0.4771   Median : 0.23888  
#>  Mean   : 3.4346   Mean   : 2.043   Mean   :0.5607   Mean   : 0.56523  
#>  3rd Qu.: 4.4803   3rd Qu.: 2.563   3rd Qu.:0.6831   3rd Qu.: 0.63371  
#>  Max.   :46.4424   Max.   :26.436   Max.   :5.3642   Max.   :18.13088  
#>     H5723021           H5723211           H5732010          H5752020       
#>  Min.   :0.002775   Min.   :0.000068   Min.   : 0.2786   Min.   :  0.3299  
#>  1st Qu.:0.043484   1st Qu.:0.002387   1st Qu.: 2.1211   1st Qu.:  2.5819  
#>  Median :0.128904   Median :0.012707   Median : 3.7532   Median :  5.0985  
#>  Mean   :0.275153   Mean   :0.050987   Mean   : 5.2853   Mean   :  7.7311  
#>  3rd Qu.:0.319388   3rd Qu.:0.040662   3rd Qu.: 6.5842   3rd Qu.:  9.6365  
#>  Max.   :7.598324   Max.   :1.776929   Max.   :70.5860   Max.   :119.9224  
#>     H5841010          H5920010          H6023210           H6053010        
#>  Min.   :  6.186   Min.   :  26.06   Min.   : 0.02384   Min.   : 0.005502  
#>  1st Qu.: 37.811   1st Qu.: 117.89   1st Qu.: 0.17900   1st Qu.: 0.101258  
#>  Median : 77.056   Median : 229.33   Median : 0.47967   Median : 0.333265  
#>  Mean   :111.975   Mean   : 327.91   Mean   : 0.86438   Mean   : 0.842098  
#>  3rd Qu.:147.224   3rd Qu.: 440.22   3rd Qu.: 1.06850   3rd Qu.: 0.851192  
#>  Max.   :836.539   Max.   :2131.17   Max.   :23.55106   Max.   :25.734909  
#>     H6102010           H6122010           H6162010           H6201010       
#>  Min.   : 0.09037   Min.   :  0.1848   Min.   :  0.3349   Min.   :  0.8091  
#>  1st Qu.: 0.67765   1st Qu.:  1.4793   1st Qu.:  2.4880   1st Qu.:  5.5696  
#>  Median : 1.91946   Median :  4.2831   Median :  6.8955   Median : 14.1010  
#>  Mean   : 3.67533   Mean   :  8.5476   Mean   : 13.0771   Mean   : 24.6905  
#>  3rd Qu.: 4.42703   3rd Qu.: 10.2874   3rd Qu.: 15.9830   3rd Qu.: 30.9372  
#>  Max.   :89.88335   Max.   :179.2556   Max.   :269.4195   Max.   :383.0800  
#>     H6221010          H6233010           H6313020          H6402010      
#>  Min.   :  1.011   Min.   : 0.07662   Min.   : 0.5422   Min.   : 0.1012  
#>  1st Qu.:  6.940   1st Qu.: 0.78500   1st Qu.: 1.7702   1st Qu.: 0.4134  
#>  Median : 17.740   Median : 2.06146   Median : 2.9614   Median : 0.9321  
#>  Mean   : 30.605   Mean   : 3.90715   Mean   : 4.0924   Mean   : 1.5101  
#>  3rd Qu.: 38.593   3rd Qu.: 4.61233   3rd Qu.: 5.3907   3rd Qu.: 2.0562  
#>  Max.   :438.310   Max.   :93.79373   Max.   :23.1379   Max.   :15.3150  
#>     H6402030          H6423010          H6432010         H6531011      
#>  Min.   : 0.2387   Min.   : 0.1027   Min.   : 1.054   Min.   :  5.363  
#>  1st Qu.: 0.9117   1st Qu.: 0.6477   1st Qu.: 3.522   1st Qu.: 24.055  
#>  Median : 1.8052   Median : 1.1012   Median : 5.403   Median : 45.105  
#>  Mean   : 2.7020   Mean   : 1.4613   Mean   : 6.838   Mean   : 61.651  
#>  3rd Qu.: 3.6080   3rd Qu.: 1.8598   3rd Qu.: 8.992   3rd Qu.: 78.936  
#>  Max.   :19.5780   Max.   :22.0736   Max.   :36.022   Max.   :557.451  
#>     H7021010           H7033010          H7041010           H7053010        
#>  Min.   :  0.0733   Min.   : 0.1994   Min.   :  0.3892   Min.   : 0.009787  
#>  1st Qu.:  0.9777   1st Qu.: 1.4770   1st Qu.:  3.5778   1st Qu.: 0.140175  
#>  Median :  2.5511   Median : 2.6612   Median :  7.3538   Median : 0.436618  
#>  Mean   :  4.9824   Mean   : 3.6430   Mean   : 11.5494   Mean   : 0.978697  
#>  3rd Qu.:  5.7683   3rd Qu.: 4.5469   3rd Qu.: 14.0678   3rd Qu.: 1.072744  
#>  Max.   :111.1490   Max.   :50.9642   Max.   :191.7579   Max.   :27.039508  
#>     H7053110           H7061010           H7142010          H7162010     
#>  Min.   :0.007169   Min.   :  0.4043   Min.   : 0.6535   Min.   : 2.020  
#>  1st Qu.:0.063684   1st Qu.:  3.8455   1st Qu.: 3.7948   1st Qu.: 7.582  
#>  Median :0.158339   Median :  8.1035   Median : 5.9858   Median :11.205  
#>  Mean   :0.270337   Mean   : 13.0411   Mean   : 7.5061   Mean   :13.477  
#>  3rd Qu.:0.330343   3rd Qu.: 15.8857   3rd Qu.: 9.3767   3rd Qu.:17.080  
#>  Max.   :5.148113   Max.   :216.5944   Max.   :79.6863   Max.   :85.421  
#>     H7201010          H7302020           H7401010          H7413210     
#>  Min.   :  3.096   Min.   :0.006759   Min.   :  3.131   Min.   :0.0267  
#>  1st Qu.: 14.782   1st Qu.:0.088315   1st Qu.: 15.773   1st Qu.:0.1592  
#>  Median : 24.203   Median :0.211227   Median : 26.727   Median :0.2628  
#>  Mean   : 31.215   Mean   :0.356612   Mean   : 34.728   Mean   :0.3404  
#>  3rd Qu.: 38.829   3rd Qu.:0.446782   3rd Qu.: 43.940   3rd Qu.:0.4249  
#>  Max.   :295.587   Max.   :9.717004   Max.   :311.817   Max.   :5.2596  
#>     H7423710         H7602010          H7702010         H7713010     
#>  Min.   :0.2496   Min.   : 0.4982   Min.   :0.2263   Min.   :0.4581  
#>  1st Qu.:0.7566   1st Qu.: 1.6442   1st Qu.:1.0761   1st Qu.:1.0931  
#>  Median :1.0101   Median : 2.0761   Median :1.4383   Median :1.4239  
#>  Mean   :1.1514   Mean   : 2.2510   Mean   :1.5690   Mean   :1.4592  
#>  3rd Qu.:1.4131   3rd Qu.: 2.6757   3rd Qu.:1.9074   3rd Qu.:1.7120  
#>  Max.   :7.7822   Max.   :11.3486   Max.   :7.2269   Max.   :4.4914  
#>     H7733010          H7742010          H7742020         H7813010     
#>  Min.   : 0.0411   Min.   : 0.9929   Min.   : 1.544   Min.   :0.3139  
#>  1st Qu.: 0.4140   1st Qu.: 3.5037   1st Qu.: 5.460   1st Qu.:1.1220  
#>  Median : 0.7829   Median : 4.6452   Median : 7.161   Median :1.4183  
#>  Mean   : 1.0894   Mean   : 5.1565   Mean   : 7.899   Mean   :1.5421  
#>  3rd Qu.: 1.3608   3rd Qu.: 6.1853   3rd Qu.: 9.487   3rd Qu.:1.8239  
#>  Max.   :15.0532   Max.   :28.4020   Max.   :40.222   Max.   :8.0154  
#>     H7833520          H7843010         H7853010         H7900010      
#>  Min.   :0.02508   Min.   :0.2861   Min.   :0.1295   Min.   :  56.54  
#>  1st Qu.:0.11866   1st Qu.:0.4974   1st Qu.:0.3948   1st Qu.: 208.10  
#>  Median :0.16297   Median :0.6107   Median :0.4901   Median : 360.95  
#>  Mean   :0.20161   Mean   :0.6518   Mean   :0.5266   Mean   : 481.05  
#>  3rd Qu.:0.23605   3rd Qu.:0.7634   3rd Qu.:0.6145   3rd Qu.: 630.34  
#>  Max.   :2.88389   Max.   :2.4310   Max.   :2.6517   Max.   :2808.04  
#>     H7913010          H7913030          H7913410          H8012010       
#>  Min.   : 0.1162   Min.   : 0.7033   Min.   :0.01187   Min.   : 0.02504  
#>  1st Qu.: 0.5549   1st Qu.: 1.3668   1st Qu.:0.07132   1st Qu.: 0.37143  
#>  Median : 0.8285   Median : 1.7594   Median :0.12493   Median : 0.97735  
#>  Mean   : 1.0397   Mean   : 2.0804   Mean   :0.17310   Mean   : 1.82444  
#>  3rd Qu.: 1.2601   3rd Qu.: 2.4016   3rd Qu.:0.21576   3rd Qu.: 2.21834  
#>  Max.   :16.1839   Max.   :23.9167   Max.   :3.67368   Max.   :46.50931  
#>     H8042010         H8100021           P_AUBE            P_BLAISE      
#>  Min.   : 1.753   Min.   :  60.23   Min.   :  0.7944   Min.   : 0.1774  
#>  1st Qu.: 6.058   1st Qu.: 221.69   1st Qu.:  4.4481   1st Qu.: 1.1003  
#>  Median : 8.029   Median : 378.51   Median : 10.7958   Median : 3.0003  
#>  Mean   : 9.148   Mean   : 499.57   Mean   : 18.3507   Mean   : 5.2908  
#>  3rd Qu.:10.933   3rd Qu.: 652.91   3rd Qu.: 23.8703   3rd Qu.: 6.7080  
#>  Max.   :60.154   Max.   :2874.59   Max.   :223.2714   Max.   :75.2650  
#>     P_MARNE            P_SEINE            R_AUBE            R_MARNE       
#>  Min.   :  0.8872   Min.   :  1.452   Min.   :  0.8466   Min.   :  1.152  
#>  1st Qu.:  6.7834   1st Qu.:  6.774   1st Qu.:  4.6452   1st Qu.:  8.461  
#>  Median : 17.7437   Median : 16.044   Median : 11.2292   Median : 22.520  
#>  Mean   : 31.8655   Mean   : 25.449   Mean   : 18.9833   Mean   : 40.233  
#>  3rd Qu.: 39.9346   3rd Qu.: 34.147   3rd Qu.: 24.6994   3rd Qu.: 50.897  
#>  Max.   :363.7450   Max.   :242.913   Max.   :225.0465   Max.   :427.637  
#>     R_SEINE           TRANN_01       
#>  Min.   :  1.536   Min.   :  0.7845  
#>  1st Qu.:  7.482   1st Qu.:  4.4111  
#>  Median : 18.228   Median : 10.7150  
#>  Mean   : 29.304   Mean   : 18.2284  
#>  3rd Qu.: 39.694   3rd Qu.: 23.6900  
#>  Max.   :281.091   Max.   :222.5387