This packages provides functions for synthesizing tide curves. Ideally you collected data for 19 years for a fixed location. Shorter periods are also possible and will produce good results.
The functions are based on the Harmonic Representation of Inequalities (HRoI) and not on the harmonic method. Please consult the following links for a detailed description of HRoI:
You should use this package for producing tide curves from past data.
Import your data set first and transform it to a readable form. See attached data tideObservation for an example data frame.
library(TideCurves)
tideObservation[1:10, ]
#> observation_date observation_time height
#> 1 2015/06/01 00:00:00 6.570
#> 2 2015/06/01 00:30:00 6.528
#> 3 2015/06/01 01:00:00 6.410
#> 4 2015/06/01 01:30:00 6.200
#> 5 2015/06/01 02:00:00 5.893
#> 6 2015/06/01 02:30:00 5.556
#> 7 2015/06/01 03:00:00 5.248
#> 8 2015/06/01 03:30:00 4.970
#> 9 2015/06/01 04:00:00 4.745
#> 10 2015/06/01 04:30:00 4.550
sapply(tideObservation, typeof)
#> observation_date observation_time height
#> "character" "character" "double"As of version 0.0.5 you have the option to build a model of class tidecurve and then synthesize different periods using this model. The TideCurve functions on the other hand builds and synthesizes in one go. The different options are explained below.
You can use your data as input for the function TideCurve. Setting the periods for analyzing and synthesizing and wait for the table to be produced. Afterwards you can compute the differences between the observed data and lunar and solar tide curves.
mytidecurve <- TideCurve(dataInput = tideObservation, asdate = "2015/12/06",
astime = "00:00:00", aedate = "2015/12/31",
aetime = "23:30:00", ssdate = "2015/12/17",
sstime = "00:00:00", sedate = "2015/12/31",
setime = "23:30:00")
str(mytidecurve)
#> List of 5
#> $ data_matrix :Classes 'data.table' and 'data.frame': 1233 obs. of 4 variables:
#> ..$ numm : num [1:1233] 23264 23264 23264 23264 23264 ...
#> ..$ imm : num [1:1233] 1 2 3 4 5 6 7 8 9 10 ...
#> ..$ tmmttmond: num [1:1233] 42341 42341 42341 42341 42341 ...
#> ..$ height : num [1:1233] 6.65 6.45 6.21 5.98 5.76 ...
#> ..- attr(*, ".internal.selfref")=<externalptr>
#> ..- attr(*, "sorted")= chr "numm"
#> $ synthesis.lunar:Classes 'data.table' and 'data.frame': 720 obs. of 7 variables:
#> ..$ date_time : chr [1:720] "2015/12/16 16:46:55" "2015/12/16 17:17:58" "2015/12/16 17:49:02" "2015/12/16 18:20:05" ...
#> ..$ time1 : num [1:720] 42353 42353 42353 42353 42353 ...
#> ..$ height : num [1:720] 5.99 5.73 5.38 5.05 4.75 ...
#> ..$ i : num [1:720] 23275 23275 23275 23275 23275 ...
#> ..$ k : num [1:720] 1 2 3 4 5 6 7 8 9 10 ...
#> ..$ prediction_date: chr [1:720] "2015/12/16" "2015/12/16" "2015/12/16" "2015/12/16" ...
#> ..$ prediction_time: chr [1:720] "16:46:55" "17:17:58" "17:49:02" "18:20:05" ...
#> ..- attr(*, ".internal.selfref")=<externalptr>
#> $ tide.curve :Classes 'data.table' and 'data.frame': 720 obs. of 5 variables:
#> ..$ date_time : chr [1:720] "2015/12/17 00:00:00" "2015/12/17 00:30:00" "2015/12/17 01:00:00" "2015/12/17 01:30:00" ...
#> ..$ time1 : num [1:720] 42353 42353 42353 42353 42353 ...
#> ..$ height : num [1:720] 4.09 4.59 5.12 5.61 5.95 ...
#> ..$ prediction_date: chr [1:720] "2015/12/17" "2015/12/17" "2015/12/17" "2015/12/17" ...
#> ..$ prediction_time: chr [1:720] "00:00:00" "00:30:00" "01:00:00" "01:30:00" ...
#> ..- attr(*, ".internal.selfref")=<externalptr>
#> $ lm.coeff :List of 48
#> ..$ 1 : num [1, 1:9] 6.4778 0.3482 0.34 -0.1687 -0.0651 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 2 : num [1, 1:9] 6.3002 0.448 0.4033 -0.1357 -0.0718 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 3 : num [1, 1:9] 6.0469 0.5405 0.416 -0.1245 -0.0808 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 4 : num [1, 1:9] 5.7536 0.6177 0.3878 -0.118 -0.0763 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 5 : num [1, 1:9] 5.4518 0.6585 0.3285 -0.1311 -0.0702 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 6 : num [1, 1:9] 5.1621 0.6804 0.2668 -0.1561 -0.0652 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 7 : num [1, 1:9] 4.9018 0.6918 0.222 -0.1619 -0.0555 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 8 : num [1, 1:9] 4.6628 0.683 0.1827 -0.1836 -0.0366 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 9 : num [1, 1:9] 4.4385 0.6737 0.144 -0.2082 -0.0174 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 10: num [1, 1:9] 4.2397 0.6633 0.0885 -0.2362 0.0181 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 11: num [1, 1:9] 4.083011 0.625853 -0.000901 -0.260132 0.051686 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 12: num [1, 1:9] 3.9981 0.5514 -0.1325 -0.2926 0.0989 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 13: num [1, 1:9] 4.046 0.393 -0.328 -0.326 0.171 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 14: num [1, 1:9] 4.247 0.185 -0.535 -0.351 0.241 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 15: num [1, 1:9] 4.5886 -0.00687 -0.64615 -0.37609 0.26602 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 16: num [1, 1:9] 5.04 -0.122 -0.596 -0.359 0.25 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 17: num [1, 1:9] 5.489 -0.111 -0.465 -0.334 0.229 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 18: num [1, 1:9] 5.862 -0.055 -0.313 -0.308 0.209 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 19: num [1, 1:9] 6.15 0.013 -0.2 -0.288 0.187 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 20: num [1, 1:9] 6.3652 0.0583 -0.125 -0.2783 0.1677 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 21: num [1, 1:9] 6.5186 0.0951 -0.0768 -0.2906 0.1565 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 22: num [1, 1:9] 6.6281 0.125 -0.0295 -0.3013 0.1527 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 23: num [1, 1:9] 6.6835 0.1785 0.0376 -0.2999 0.1424 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 24: num [1, 1:9] 6.662 0.249 0.109 -0.285 0.123 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 25: num [1, 1:9] 6.556 0.336 0.191 -0.269 0.103 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 26: num [1, 1:9] 6.3619 0.4289 0.2538 -0.2542 0.0885 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 27: num [1, 1:9] 6.097 0.504 0.264 -0.2433 0.0779 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 28: num [1, 1:9] 5.783 0.551 0.23 -0.239 0.07 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 29: num [1, 1:9] 5.4698 0.5767 0.1609 -0.2368 0.0726 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 30: num [1, 1:9] 5.1757 0.5924 0.0881 -0.2361 0.0706 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 31: num [1, 1:9] 4.9032 0.6035 0.0206 -0.2379 0.0748 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 32: num [1, 1:9] 4.6566 0.6166 -0.0287 -0.2385 0.0703 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 33: num [1, 1:9] 4.4302 0.6371 -0.0672 -0.2414 0.0609 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 34: num [1, 1:9] 4.18206 0.72949 -0.07193 -0.28938 -0.00489 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 35: num [1, 1:9] 4.0209 0.6987 -0.1566 -0.289 0.0152 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 36: num [1, 1:9] 3.9318 0.6161 -0.2572 -0.2903 0.0315 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 37: num [1, 1:9] 3.9621 0.446 -0.4015 -0.2812 0.0889 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 38: num [1, 1:9] 4.158 0.208 -0.562 -0.278 0.135 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 39: num [1, 1:9] 4.5135 -0.0147 -0.6281 -0.2667 0.1366 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 40: num [1, 1:9] 4.973 -0.12 -0.544 -0.276 0.115 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 41: num [1, 1:9] 5.434 -0.105 -0.377 -0.271 0.106 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 42: num [1, 1:9] 5.8102 -0.0232 -0.2257 -0.2476 0.102 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 43: num [1, 1:9] 6.0927 0.0628 -0.1244 -0.2116 0.1037 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 44: num [1, 1:9] 6.285 0.129 -0.051 -0.183 0.102 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 45: num [1, 1:9] 6.423 0.176 -0.013 -0.173 0.112 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 46: num [1, 1:9] 6.5183 0.2091 0.0232 -0.1687 0.1165 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 47: num [1, 1:9] 6.573 0.274 0.075 -0.161 0.111 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 48: num [1, 1:9] 6.559 0.356 0.134 -0.144 0.103 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> $ diff.analyse : num 26
mydifferences <- ResCurve(tcData = mytidecurve, obsData = tideObservation)head(mydifferences)
#> $lunar.res
#> numm imm tmmttmond dmheight numm_imm date_time time1
#> 1: 23275 1 42352.70 5.833343 23275_1 2015/12/16 16:46:55 42352.70
#> 2: 23275 2 42352.72 5.554384 23275_2 2015/12/16 17:17:58 42352.72
#> 3: 23275 3 42352.74 5.137982 23275_3 2015/12/16 17:49:02 42352.74
#> 4: 23275 4 42352.76 4.819359 23275_4 2015/12/16 18:20:05 42352.76
#> 5: 23275 5 42352.79 4.529649 23275_5 2015/12/16 18:51:08 42352.79
#> ---
#> 716: NA NA NA NA 23289_44 2016/01/01 02:48:45 42368.12
#> 717: NA NA NA NA 23289_45 2016/01/01 03:19:48 42368.14
#> 718: NA NA NA NA 23289_46 2016/01/01 03:50:51 42368.16
#> 719: NA NA NA NA 23289_47 2016/01/01 04:21:54 42368.18
#> 720: NA NA NA NA 23289_48 2016/01/01 04:52:57 42368.20
#> lsheight i k prediction_date prediction_time res
#> 1: 5.986578 23275 1 2015/12/16 16:46:55 -0.1532351
#> 2: 5.729373 23275 2 2015/12/16 17:17:58 -0.1749886
#> 3: 5.384323 23275 3 2015/12/16 17:49:02 -0.2463415
#> 4: 5.050630 23275 4 2015/12/16 18:20:05 -0.2312703
#> 5: 4.753140 23275 5 2015/12/16 18:51:08 -0.2234906
#> ---
#> 716: 6.179895 23289 44 2016/01/01 02:48:45 NA
#> 717: 6.278912 23289 45 2016/01/01 03:19:48 NA
#> 718: 6.335339 23289 46 2016/01/01 03:50:51 NA
#> 719: 6.308614 23289 47 2016/01/01 04:21:54 NA
#> 720: 6.211828 23289 48 2016/01/01 04:52:57 NA
#>
#> $solar.res
#> observation_date observation_time obheight date_time time1
#> 1: 2015/12/17 00:00:00 4.180 2015/12/17 00:00:00 42353.00
#> 2: 2015/12/17 00:30:00 4.780 2015/12/17 00:30:00 42353.02
#> 3: 2015/12/17 01:00:00 5.340 2015/12/17 01:00:00 42353.04
#> 4: 2015/12/17 01:30:00 5.820 2015/12/17 01:30:00 42353.06
#> 5: 2015/12/17 02:00:00 6.130 2015/12/17 02:00:00 42353.08
#> ---
#> 716: 2015/12/31 21:30:00 5.007 2015/12/31 21:30:00 42367.90
#> 717: 2015/12/31 22:00:00 4.775 2015/12/31 22:00:00 42367.92
#> 718: 2015/12/31 22:30:00 4.550 2015/12/31 22:30:00 42367.94
#> 719: 2015/12/31 23:00:00 4.330 2015/12/31 23:00:00 42367.96
#> 720: 2015/12/31 23:30:00 4.150 2015/12/31 23:30:00 42367.98
#> tsheight prediction_date prediction_time res
#> 1: 4.085008 2015/12/17 00:00:00 0.09499181
#> 2: 4.591633 2015/12/17 00:30:00 0.18836680
#> 3: 5.120420 2015/12/17 01:00:00 0.21957968
#> 4: 5.608902 2015/12/17 01:30:00 0.21109807
#> 5: 5.954887 2015/12/17 02:00:00 0.17511274
#> ---
#> 716: 4.225695 2015/12/31 21:30:00 0.78130549
#> 717: 4.038341 2015/12/31 22:00:00 0.73665870
#> 718: 3.487573 2015/12/31 22:30:00 1.06242661
#> 719: 3.243748 2015/12/31 23:00:00 1.08625218
#> 720: 3.267625 2015/12/31 23:30:00 0.88237527Model building and synthesis are now decoupled. You need to build a model with BuildTC, setting the analysis period and afterwards you call SynTC for a defined synthesis period.
tc_model <- BuildTC(dataInput = tideObservation, asdate = "2015/12/06",
astime = "00:00:00", aedate = "2015/12/31",
aetime = "23:30:00")str(tc_model)
#> List of 8
#> $ lm.coeff :List of 48
#> ..$ 1 : num [1, 1:9] 6.4778 0.3482 0.34 -0.1687 -0.0651 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 2 : num [1, 1:9] 6.3002 0.448 0.4033 -0.1357 -0.0718 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 3 : num [1, 1:9] 6.0469 0.5405 0.416 -0.1245 -0.0808 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 4 : num [1, 1:9] 5.7536 0.6177 0.3878 -0.118 -0.0763 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 5 : num [1, 1:9] 5.4518 0.6585 0.3285 -0.1311 -0.0702 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 6 : num [1, 1:9] 5.1621 0.6804 0.2668 -0.1561 -0.0652 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 7 : num [1, 1:9] 4.9018 0.6918 0.222 -0.1619 -0.0555 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 8 : num [1, 1:9] 4.6628 0.683 0.1827 -0.1836 -0.0366 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 9 : num [1, 1:9] 4.4385 0.6737 0.144 -0.2082 -0.0174 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 10: num [1, 1:9] 4.2397 0.6633 0.0885 -0.2362 0.0181 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 11: num [1, 1:9] 4.083011 0.625853 -0.000901 -0.260132 0.051686 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 12: num [1, 1:9] 3.9981 0.5514 -0.1325 -0.2926 0.0989 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 13: num [1, 1:9] 4.046 0.393 -0.328 -0.326 0.171 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 14: num [1, 1:9] 4.247 0.185 -0.535 -0.351 0.241 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 15: num [1, 1:9] 4.5886 -0.00687 -0.64615 -0.37609 0.26602 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 16: num [1, 1:9] 5.04 -0.122 -0.596 -0.359 0.25 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 17: num [1, 1:9] 5.489 -0.111 -0.465 -0.334 0.229 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 18: num [1, 1:9] 5.862 -0.055 -0.313 -0.308 0.209 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 19: num [1, 1:9] 6.15 0.013 -0.2 -0.288 0.187 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 20: num [1, 1:9] 6.3652 0.0583 -0.125 -0.2783 0.1677 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 21: num [1, 1:9] 6.5186 0.0951 -0.0768 -0.2906 0.1565 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 22: num [1, 1:9] 6.6281 0.125 -0.0295 -0.3013 0.1527 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 23: num [1, 1:9] 6.6835 0.1785 0.0376 -0.2999 0.1424 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 24: num [1, 1:9] 6.662 0.249 0.109 -0.285 0.123 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 25: num [1, 1:9] 6.556 0.336 0.191 -0.269 0.103 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 26: num [1, 1:9] 6.3619 0.4289 0.2538 -0.2542 0.0885 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 27: num [1, 1:9] 6.097 0.504 0.264 -0.2433 0.0779 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 28: num [1, 1:9] 5.783 0.551 0.23 -0.239 0.07 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 29: num [1, 1:9] 5.4698 0.5767 0.1609 -0.2368 0.0726 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 30: num [1, 1:9] 5.1757 0.5924 0.0881 -0.2361 0.0706 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 31: num [1, 1:9] 4.9032 0.6035 0.0206 -0.2379 0.0748 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 32: num [1, 1:9] 4.6566 0.6166 -0.0287 -0.2385 0.0703 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 33: num [1, 1:9] 4.4302 0.6371 -0.0672 -0.2414 0.0609 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 34: num [1, 1:9] 4.18206 0.72949 -0.07193 -0.28938 -0.00489 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 35: num [1, 1:9] 4.0209 0.6987 -0.1566 -0.289 0.0152 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 36: num [1, 1:9] 3.9318 0.6161 -0.2572 -0.2903 0.0315 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 37: num [1, 1:9] 3.9621 0.446 -0.4015 -0.2812 0.0889 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 38: num [1, 1:9] 4.158 0.208 -0.562 -0.278 0.135 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 39: num [1, 1:9] 4.5135 -0.0147 -0.6281 -0.2667 0.1366 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 40: num [1, 1:9] 4.973 -0.12 -0.544 -0.276 0.115 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 41: num [1, 1:9] 5.434 -0.105 -0.377 -0.271 0.106 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 42: num [1, 1:9] 5.8102 -0.0232 -0.2257 -0.2476 0.102 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 43: num [1, 1:9] 6.0927 0.0628 -0.1244 -0.2116 0.1037 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 44: num [1, 1:9] 6.285 0.129 -0.051 -0.183 0.102 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 45: num [1, 1:9] 6.423 0.176 -0.013 -0.173 0.112 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 46: num [1, 1:9] 6.5183 0.2091 0.0232 -0.1687 0.1165 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 47: num [1, 1:9] 6.573 0.274 0.075 -0.161 0.111 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> ..$ 48: num [1, 1:9] 6.559 0.356 0.134 -0.144 0.103 ...
#> .. ..- attr(*, "dimnames")=List of 2
#> .. .. ..$ : NULL
#> .. .. ..$ : chr [1:9] "V1" "V2" "V3" "V4" ...
#> $ tdiff.analyse: num 26
#> $ km : num 48
#> $ mindt : num 30
#> $ otz.24 : num 0.0417
#> $ tplus : num 18262
#> $ tm24 : num 1.04
#> $ data_matrix : NULL
#> - attr(*, "class")= chr "tidecurve"tc <- SynTC(tmodel = tc_model, ssdate = "2015/12/17", sstime = "00:00:00",
sedate = "2015/12/31", setime = "23:30:00")str(tc)
#> List of 2
#> $ synthesis.lunar:Classes 'data.table' and 'data.frame': 720 obs. of 7 variables:
#> ..$ date_time : chr [1:720] "2015/12/16 16:46:55" "2015/12/16 17:17:58" "2015/12/16 17:49:02" "2015/12/16 18:20:05" ...
#> ..$ time1 : num [1:720] 42353 42353 42353 42353 42353 ...
#> ..$ height : num [1:720] 5.99 5.73 5.38 5.05 4.75 ...
#> ..$ i : num [1:720] 23275 23275 23275 23275 23275 ...
#> ..$ k : num [1:720] 1 2 3 4 5 6 7 8 9 10 ...
#> ..$ prediction_date: chr [1:720] "2015/12/16" "2015/12/16" "2015/12/16" "2015/12/16" ...
#> ..$ prediction_time: chr [1:720] "16:46:55" "17:17:58" "17:49:02" "18:20:05" ...
#> ..- attr(*, ".internal.selfref")=<externalptr>
#> $ tide.curve :Classes 'data.table' and 'data.frame': 720 obs. of 5 variables:
#> ..$ date_time : chr [1:720] "2015/12/17 00:00:00" "2015/12/17 00:30:00" "2015/12/17 01:00:00" "2015/12/17 01:30:00" ...
#> ..$ time1 : num [1:720] 42353 42353 42353 42353 42353 ...
#> ..$ height : num [1:720] 4.09 4.59 5.12 5.61 5.95 ...
#> ..$ prediction_date: chr [1:720] "2015/12/17" "2015/12/17" "2015/12/17" "2015/12/17" ...
#> ..$ prediction_time: chr [1:720] "00:00:00" "00:30:00" "01:00:00" "01:30:00" ...
#> ..- attr(*, ".internal.selfref")=<externalptr>Calling ResCurve using the BuildTC followed by SynTC is also possible:
tc_model <- BuildTC(dataInput = tideObservation, asdate = "2015/12/06",
astime = "00:00:00", aedate = "2015/12/31",
aetime = "23:30:00", keep_data = TRUE)
syn_tc <- SynTC(tmodel = tc_model, ssdate = "2015/12/17", sstime = "00:00:00" ,
sedate = "2015/12/31", setime = "23:30:00")
syn_tc$data_matrix <- tc_model$data_matrix
res_tc_n <- ResCurve(syn_tc, tideObservation)res_tc_n
#> $lunar.res
#> numm imm tmmttmond dmheight numm_imm date_time time1
#> 1: 23275 1 42352.70 5.833343 23275_1 2015/12/16 16:46:55 42352.70
#> 2: 23275 2 42352.72 5.554384 23275_2 2015/12/16 17:17:58 42352.72
#> 3: 23275 3 42352.74 5.137982 23275_3 2015/12/16 17:49:02 42352.74
#> 4: 23275 4 42352.76 4.819359 23275_4 2015/12/16 18:20:05 42352.76
#> 5: 23275 5 42352.79 4.529649 23275_5 2015/12/16 18:51:08 42352.79
#> ---
#> 716: NA NA NA NA 23289_44 2016/01/01 02:48:45 42368.12
#> 717: NA NA NA NA 23289_45 2016/01/01 03:19:48 42368.14
#> 718: NA NA NA NA 23289_46 2016/01/01 03:50:51 42368.16
#> 719: NA NA NA NA 23289_47 2016/01/01 04:21:54 42368.18
#> 720: NA NA NA NA 23289_48 2016/01/01 04:52:57 42368.20
#> lsheight i k prediction_date prediction_time res
#> 1: 5.986578 23275 1 2015/12/16 16:46:55 -0.1532351
#> 2: 5.729373 23275 2 2015/12/16 17:17:58 -0.1749886
#> 3: 5.384323 23275 3 2015/12/16 17:49:02 -0.2463415
#> 4: 5.050630 23275 4 2015/12/16 18:20:05 -0.2312703
#> 5: 4.753140 23275 5 2015/12/16 18:51:08 -0.2234906
#> ---
#> 716: 6.179895 23289 44 2016/01/01 02:48:45 NA
#> 717: 6.278912 23289 45 2016/01/01 03:19:48 NA
#> 718: 6.335339 23289 46 2016/01/01 03:50:51 NA
#> 719: 6.308614 23289 47 2016/01/01 04:21:54 NA
#> 720: 6.211828 23289 48 2016/01/01 04:52:57 NA
#>
#> $solar.res
#> observation_date observation_time obheight date_time time1
#> 1: 2015/12/17 00:00:00 4.180 2015/12/17 00:00:00 42353.00
#> 2: 2015/12/17 00:30:00 4.780 2015/12/17 00:30:00 42353.02
#> 3: 2015/12/17 01:00:00 5.340 2015/12/17 01:00:00 42353.04
#> 4: 2015/12/17 01:30:00 5.820 2015/12/17 01:30:00 42353.06
#> 5: 2015/12/17 02:00:00 6.130 2015/12/17 02:00:00 42353.08
#> ---
#> 716: 2015/12/31 21:30:00 5.007 2015/12/31 21:30:00 42367.90
#> 717: 2015/12/31 22:00:00 4.775 2015/12/31 22:00:00 42367.92
#> 718: 2015/12/31 22:30:00 4.550 2015/12/31 22:30:00 42367.94
#> 719: 2015/12/31 23:00:00 4.330 2015/12/31 23:00:00 42367.96
#> 720: 2015/12/31 23:30:00 4.150 2015/12/31 23:30:00 42367.98
#> tsheight prediction_date prediction_time res
#> 1: 4.085008 2015/12/17 00:00:00 0.09499181
#> 2: 4.591633 2015/12/17 00:30:00 0.18836680
#> 3: 5.120420 2015/12/17 01:00:00 0.21957968
#> 4: 5.608902 2015/12/17 01:30:00 0.21109807
#> 5: 5.954887 2015/12/17 02:00:00 0.17511274
#> ---
#> 716: 4.225695 2015/12/31 21:30:00 0.78130549
#> 717: 4.038341 2015/12/31 22:00:00 0.73665870
#> 718: 3.487573 2015/12/31 22:30:00 1.06242661
#> 719: 3.243748 2015/12/31 23:00:00 1.08625218
#> 720: 3.267625 2015/12/31 23:30:00 0.88237527