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rfourier_shape calculates a 'Fourier radii variation shape' given Fourier coefficients (see Details) or can generate some 'rfourier' shapes.

Usage

rfourier_shape(an, bn, nb.h, nb.pts = 80, alpha = 2, plot = TRUE)

Arguments

an

numeric. The \(a_n\) Fourier coefficients on which to calculate a shape.

bn

numeric. The \(b_n\) Fourier coefficients on which to calculate a shape.

nb.h

integer. The number of harmonics to use.

nb.pts

integer. The number of points to calculate.

alpha

numeric. The power coefficient associated with the (usually decreasing) amplitude of the Fourier coefficients (see Details).

plot

logical. Whether to plot or not the shape.

Value

A matrix of (x; y) coordinates.

Details

rfourier_shape can be used by specifying nb.h and alpha. The coefficients are then sampled in an uniform distribution \((-\pi ; \pi)\) and this amplitude is then divided by \(harmonicrank^alpha\). If alpha is lower than 1, consecutive coefficients will thus increase. See rfourier for the mathematical background.

References

Claude, J. (2008) Morphometrics with R, Use R! series, Springer 316 pp.

See also

Other rfourier: rfourier(), rfourier_i()

Examples

data(bot)
rf <- rfourier(bot[1], 24)
rfourier_shape(rf$an, rf$bn) # equivalent to rfourier_i(rf)

#>                 x             y
#>  [1,] -504.032401  0.000000e+00
#>  [2,]  152.277511  1.213684e+01
#>  [3,]  123.922985  1.988014e+01
#>  [4,] -405.769720 -9.869758e+01
#>  [5,] -299.257786 -9.855215e+01
#>  [6,]  -64.033528 -2.689724e+01
#>  [7,] -297.588603 -1.538718e+02
#>  [8,] -247.659860 -1.541471e+02
#>  [9,]   34.115634  2.520344e+01
#> [10,]  -81.118036 -7.054630e+01
#> [11,]  -96.952489 -9.889967e+01
#> [12,]  181.738917  2.175623e+02
#> [13,]  320.377819  4.522104e+02
#> [14,]  650.392457  1.092799e+03
#> [15,] 1019.781679  2.072239e+03
#> [16,]  766.774556  1.932160e+03
#> [17,]  840.274273  2.733288e+03
#> [18,] 1733.216439  7.797650e+03
#> [19,] 1683.030508  1.201390e+04
#> [20,]  472.998568  7.920093e+03
#> [21,]   -3.693822  1.857488e+02
#> [22,]  193.709205 -1.942018e+03
#> [23,]   21.862735 -1.208644e+02
#> [24,]   53.714265 -2.031549e+02
#> [25,]  370.520921 -1.054083e+03
#> [26,]  216.540448 -4.880980e+02
#> [27,]  135.732670 -2.501862e+02
#> [28,]  466.908353 -7.179336e+02
#> [29,]  411.781716 -5.348072e+02
#> [30,]  235.560214 -2.602254e+02
#> [31,]  517.224029 -4.872563e+02
#> [32,]  572.278421 -4.590422e+02
#> [33,]  346.348891 -2.351772e+02
#> [34,]  534.117025 -3.036705e+02
#> [35,]  679.577570 -3.178066e+02
#> [36,]  455.098727 -1.702117e+02
#> [37,]  529.331468 -1.512772e+02
#> [38,]  725.483690 -1.461831e+02
#> [39,]  545.014188 -6.533097e+01
#> [40,]  512.204019 -2.037956e+01
#> [41,]  711.685148  2.831651e+01
#> [42,]  599.323333  7.184102e+01
#> [43,]  487.280383  9.818574e+01
#> [44,]  648.008281  1.851938e+02
#> [45,]  605.439186  2.264407e+02
#> [46,]  453.428917  2.120475e+02
#> [47,]  549.059655  3.121661e+02
#> [48,]  558.226691  3.790460e+02
#> [49,]  404.964997  3.248349e+02
#> [50,]  430.145214  4.052228e+02
#> [51,]  461.416259  5.097305e+02
#> [52,]  334.454312  4.343772e+02
#> [53,]  303.642443  4.668906e+02
#> [54,]  326.758921  6.022910e+02
#> [55,]  236.290598  5.326163e+02
#> [56,]  176.846385  5.031047e+02
#> [57,]  171.184806  6.474451e+02
#> [58,]  109.884528  6.074778e+02
#> [59,]   51.833348  5.196517e+02
#> [60,]   12.809119  6.441236e+02
#> [61,]  -38.593591  6.462278e+02
#> [62,]  -72.750399  5.193108e+02
#> [63,] -133.044116  5.985585e+02
#> [64,] -196.546600  6.393370e+02
#> [65,] -198.662349  5.006002e+02
#> [66,] -256.653752  5.215311e+02
#> [67,] -347.381274  5.836753e+02
#> [68,] -324.847387  4.585191e+02
#> [69,] -354.756103  4.246838e+02
#> [70,] -474.501207  4.840310e+02
#> [71,] -445.049745  3.870485e+02
#> [72,] -429.185843  3.170675e+02
#> [73,] -566.188571  3.524040e+02
#> [74,] -546.614528  2.826337e+02
#> [75,] -483.371296  2.030398e+02
#> [76,] -622.486699  2.049985e+02
#> [77,] -607.488016  1.477626e+02
#> [78,] -514.459992  8.253138e+01
#> [79,] -692.324999  5.517977e+01
#> [80,] -504.032401  1.234523e-13
rfourier_shape() # not very interesting

#>                 x             y
#>  [1,]  0.68425866  0.000000e+00
#>  [2,]  0.57941416  4.618054e-02
#>  [3,]  0.44646972  7.162415e-02
#>  [4,]  0.28445884  6.919048e-02
#>  [5,]  0.09763201  3.215236e-02
#>  [6,] -0.10488714 -4.405778e-02
#>  [7,] -0.31035979 -1.604753e-01
#>  [8,] -0.50431853 -3.138952e-01
#>  [9,] -0.67269202 -4.969614e-01
#> [10,] -0.80376313 -6.990124e-01
#> [11,] -0.88962727 -9.074944e-01
#> [12,] -0.92694598 -1.109661e+00
#> [13,] -0.91694098 -1.294254e+00
#> [14,] -0.86471096 -1.452901e+00
#> [15,] -0.77805105 -1.581032e+00
#> [16,] -0.66600504 -1.678236e+00
#> [17,] -0.53738360 -1.748029e+00
#> [18,] -0.39945454 -1.797125e+00
#> [19,] -0.25696594 -1.834288e+00
#> [20,] -0.11161485 -1.868927e+00
#> [21,]  0.03797401 -1.909574e+00
#> [22,]  0.19574395 -1.962418e+00
#> [23,]  0.36721604 -2.030091e+00
#> [24,]  0.55811706 -2.110878e+00
#> [25,]  0.77279975 -2.198514e+00
#> [26,]  1.01269299 -2.282684e+00
#> [27,]  1.27505716 -2.350220e+00
#> [28,]  1.55231284 -2.386887e+00
#> [29,]  1.83214602 -2.379525e+00
#> [30,]  2.09847063 -2.318199e+00
#> [31,]  2.33316732 -2.197985e+00
#> [32,]  2.51834896 -2.020046e+00
#> [33,]  2.63876902 -1.791772e+00
#> [34,]  2.68392651 -1.525938e+00
#> [35,]  2.64945603 -1.239027e+00
#> [36,]  2.53752291 -9.490604e-01
#> [37,]  2.35614875 -6.733620e-01
#> [38,]  2.11762486 -4.266960e-01
#> [39,]  1.83637374 -2.201265e-01
#> [40,]  1.52673998 -6.074589e-02
#> [41,]  1.20119747  4.779321e-02
#> [42,]  0.86934519  1.042086e-01
#> [43,]  0.53785580  1.083766e-01
#> [44,]  0.21129246  6.038512e-02
#> [45,] -0.10651591 -3.983808e-02
#> [46,] -0.41099251 -1.922020e-01
#> [47,] -0.69569559 -3.955354e-01
#> [48,] -0.95193089 -6.463783e-01
#> [49,] -1.16925251 -9.378936e-01
#> [50,] -1.33676153 -1.259310e+00
#> [51,] -1.44488745 -1.596180e+00
#> [52,] -1.48719856 -1.931520e+00
#> [53,] -1.46177212 -2.247669e+00
#> [54,] -1.37176705 -2.528478e+00
#> [55,] -1.22504973 -2.761352e+00
#> [56,] -1.03296930 -2.938662e+00
#> [57,] -0.80859515 -3.058221e+00
#> [58,] -0.56485651 -3.122712e+00
#> [59,] -0.31302883 -3.138249e+00
#> [60,] -0.06189444 -3.112445e+00
#> [61,]  0.18229894 -3.052492e+00
#> [62,]  0.41518984 -2.963731e+00
#> [63,]  0.63326554 -2.849029e+00
#> [64,]  0.83283614 -2.709093e+00
#> [65,]  1.00939964 -2.543540e+00
#> [66,]  1.15764337 -2.352380e+00
#> [67,]  1.27211885 -2.137433e+00
#> [68,]  1.34840668 -1.903264e+00
#> [69,]  1.38441870 -1.657308e+00
#> [70,]  1.38141712 -1.409161e+00
#> [71,]  1.34438468 -1.169177e+00
#> [72,]  1.28154373 -9.467598e-01
#> [73,]  1.20304954 -7.487955e-01
#> [74,]  1.11911378 -5.786513e-01
#> [75,]  1.03798250 -4.360039e-01
#> [76,]  0.96425428 -3.175501e-01
#> [77,]  0.89795982 -2.184157e-01
#> [78,]  0.83465136 -1.338975e-01
#> [79,]  0.76651250 -6.109267e-02
#> [80,]  0.68425866 -1.675950e-16

rfourier_shape(nb.h=12) # better

#>                  x             y
#>  [1,]  1.374855047  0.000000e+00
#>  [2,]  1.118455576  8.914328e-02
#>  [3,]  0.933228096  1.497115e-01
#>  [4,]  0.812263699  1.975713e-01
#>  [5,]  0.731045405  2.407493e-01
#>  [6,]  0.660053516  2.772551e-01
#>  [7,]  0.576956028  2.983221e-01
#>  [8,]  0.472919199  2.943518e-01
#>  [9,]  0.352038010  2.600734e-01
#> [10,]  0.226364885  1.968638e-01
#> [11,]  0.109831250  1.120371e-01
#> [12,]  0.013352905  1.598496e-02
#> [13,] -0.057785808 -8.156414e-02
#> [14,] -0.103944395 -1.746490e-01
#> [15,] -0.128977174 -2.620870e-01
#> [16,] -0.137307879 -3.459959e-01
#> [17,] -0.131980684 -4.293136e-01
#> [18,] -0.114453020 -5.149182e-01
#> [19,] -0.085118203 -6.075954e-01
#> [20,] -0.042804855 -7.167430e-01
#> [21,]  0.017009787 -8.553598e-01
#> [22,]  0.103006997 -1.032690e+00
#> [23,]  0.224949450 -1.243594e+00
#> [24,]  0.386761596 -1.462787e+00
#> [25,]  0.580381539 -1.651109e+00
#> [26,]  0.786633621 -1.773130e+00
#> [27,]  0.985149974 -1.815855e+00
#> [28,]  1.167623558 -1.795376e+00
#> [29,]  1.343983572 -1.745517e+00
#> [30,]  1.534708999 -1.695406e+00
#> [31,]  1.752967549 -1.651401e+00
#> [32,]  1.989484646 -1.595827e+00
#> [33,]  2.212690605 -1.502457e+00
#> [34,]  2.385772610 -1.356423e+00
#> [35,]  2.488897206 -1.163941e+00
#> [36,]  2.530069418 -9.462728e-01
#> [37,]  2.536382096 -7.248708e-01
#> [38,]  2.532522083 -5.102967e-01
#> [39,]  2.523148106 -3.024503e-01
#> [40,]  2.492192929 -9.915930e-02
#> [41,]  2.418331016  9.622049e-02
#> [42,]  2.293273400  2.748952e-01
#> [43,]  2.128349203  4.288569e-01
#> [44,]  1.945358267  5.559625e-01
#> [45,]  1.760581373  6.584761e-01
#> [46,]  1.575391850  7.367370e-01
#> [47,]  1.380117516  7.846613e-01
#> [48,]  1.166346166  7.919702e-01
#> [49,]  0.936712396  7.513660e-01
#> [50,]  0.704836709  6.639987e-01
#> [51,]  0.487226451  5.382433e-01
#> [52,]  0.295133659  3.833089e-01
#> [53,]  0.132755931  2.041299e-01
#> [54,]  0.001357492  2.502167e-03
#> [55,] -0.096278037 -2.170178e-01
#> [56,] -0.155741083 -4.430629e-01
#> [57,] -0.174657531 -6.605795e-01
#> [58,] -0.155521208 -8.597723e-01
#> [59,] -0.104099417 -1.043642e+00
#> [60,] -0.024406575 -1.227317e+00
#> [61,]  0.085334253 -1.428874e+00
#> [62,]  0.232275007 -1.658038e+00
#> [63,]  0.424626679 -1.910373e+00
#> [64,]  0.666953473 -2.169501e+00
#> [65,]  0.957843010 -2.413625e+00
#> [66,]  1.289647153 -2.620617e+00
#> [67,]  1.648217480 -2.769360e+00
#> [68,]  2.011983124 -2.839896e+00
#> [69,]  2.352466609 -2.816173e+00
#> [70,]  2.638816728 -2.691814e+00
#> [71,]  2.845838687 -2.474954e+00
#> [72,]  2.961023122 -2.187501e+00
#> [73,]  2.985475393 -1.858203e+00
#> [74,]  2.927871618 -1.513892e+00
#> [75,]  2.796360797 -1.174610e+00
#> [76,]  2.595418614 -8.547283e-01
#> [77,]  2.330662560 -5.668998e-01
#> [78,]  2.017582758 -3.236673e-01
#> [79,]  1.686029578 -1.343801e-01
#> [80,]  1.374855047 -3.367424e-16
rfourier_shape(nb.h=6, alpha=0.4, nb.pts=500)

#>                   x             y
#>   [1,]  1.560669671  0.000000e+00
#>   [2,]  1.607484398  2.024180e-02
#>   [3,]  1.647596741  4.150038e-02
#>   [4,]  1.680761742  6.352042e-02
#>   [5,]  1.706773237  8.603647e-02
#>   [6,]  1.725465124  1.087752e-01
#>   [7,]  1.736712373  1.314576e-01
#>   [8,]  1.740431779  1.538017e-01
#>   [9,]  1.736582425  1.755243e-01
#>  [10,]  1.725165889  1.963439e-01
#>  [11,]  1.706226168  2.159830e-01
#>  [12,]  1.679849327  2.341704e-01
#>  [13,]  1.646162885  2.506434e-01
#>  [14,]  1.605334930  2.651500e-01
#>  [15,]  1.557572979  2.774516e-01
#>  [16,]  1.503122587  2.873245e-01
#>  [17,]  1.442265719  2.945619e-01
#>  [18,]  1.375318890  2.989762e-01
#>  [19,]  1.302631095  3.004002e-01
#>  [20,]  1.224581537  2.986887e-01
#>  [21,]  1.141577176  2.937202e-01
#>  [22,]  1.054050106  2.853975e-01
#>  [23,]  0.962454787  2.736494e-01
#>  [24,]  0.867265150  2.584307e-01
#>  [25,]  0.768971591  2.397234e-01
#>  [26,]  0.668077882  2.175368e-01
#>  [27,]  0.565098006  1.919076e-01
#>  [28,]  0.460552958  1.629000e-01
#>  [29,]  0.354967516  1.306054e-01
#>  [30,]  0.248867013  9.514180e-02
#>  [31,]  0.142774127  5.665309e-02
#>  [32,]  0.037205714  1.530830e-02
#>  [33,] -0.067330294 -2.869960e-02
#>  [34,] -0.170337914 -7.515502e-02
#>  [35,] -0.271336030 -1.238212e-01
#>  [36,] -0.369861189 -1.744418e-01
#>  [37,] -0.465470258 -2.267429e-01
#>  [38,] -0.557742931 -2.804348e-01
#>  [39,] -0.646284052 -3.352141e-01
#>  [40,] -0.730725763 -3.907659e-01
#>  [41,] -0.810729446 -4.467664e-01
#>  [42,] -0.885987455 -5.028847e-01
#>  [43,] -0.956224631 -5.587860e-01
#>  [44,] -1.021199583 -6.141335e-01
#>  [45,] -1.080705734 -6.685911e-01
#>  [46,] -1.134572132 -7.218262e-01
#>  [47,] -1.182664007 -7.735120e-01
#>  [48,] -1.224883089 -8.233298e-01
#>  [49,] -1.261167679 -8.709722e-01
#>  [50,] -1.291492475 -9.161445e-01
#>  [51,] -1.315868158 -9.585680e-01
#>  [52,] -1.334340742 -9.979815e-01
#>  [53,] -1.346990699 -1.034144e+00
#>  [54,] -1.353931855 -1.066836e+00
#>  [55,] -1.355310091 -1.095861e+00
#>  [56,] -1.351301824 -1.121050e+00
#>  [57,] -1.342112322 -1.142259e+00
#>  [58,] -1.327973830 -1.159374e+00
#>  [59,] -1.309143542 -1.172307e+00
#>  [60,] -1.285901437 -1.181003e+00
#>  [61,] -1.258547976 -1.185439e+00
#>  [62,] -1.227401702 -1.185620e+00
#>  [63,] -1.192796736 -1.181585e+00
#>  [64,] -1.155080214 -1.173405e+00
#>  [65,] -1.114609658 -1.161182e+00
#>  [66,] -1.071750318 -1.145048e+00
#>  [67,] -1.026872492 -1.125169e+00
#>  [68,] -0.980348856 -1.101738e+00
#>  [69,] -0.932551808 -1.074978e+00
#>  [70,] -0.883850853 -1.045140e+00
#>  [71,] -0.834610045 -1.012499e+00
#>  [72,] -0.785185507 -9.773576e-01
#>  [73,] -0.735923035 -9.400395e-01
#>  [74,] -0.687155814 -9.008896e-01
#>  [75,] -0.639202253 -8.602716e-01
#>  [76,] -0.592363952 -8.185658e-01
#>  [77,] -0.546923828 -7.761666e-01
#>  [78,] -0.503144381 -7.334802e-01
#>  [79,] -0.461266153 -6.909220e-01
#>  [80,] -0.421506341 -6.489138e-01
#>  [81,] -0.384057618 -6.078815e-01
#>  [82,] -0.349087128 -5.682521e-01
#>  [83,] -0.316735691 -5.304513e-01
#>  [84,] -0.287117196 -4.949001e-01
#>  [85,] -0.260318209 -4.620131e-01
#>  [86,] -0.236397770 -4.321948e-01
#>  [87,] -0.215387399 -4.058378e-01
#>  [88,] -0.197291295 -3.833199e-01
#>  [89,] -0.182086736 -3.650017e-01
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#> [434,]  0.076473485 -8.379387e-02
#> [435,]  0.055481729 -5.927618e-02
#> [436,]  0.030669698 -3.195118e-02
#> [437,]  0.002194925 -2.229747e-03
#> [438,] -0.029752153  2.947250e-02
#> [439,] -0.064949386  6.273846e-02
#> [440,] -0.103144336  9.715268e-02
#> [441,] -0.144055946  1.323045e-01
#> [442,] -0.187376434  1.677911e-01
#> [443,] -0.232773392  2.032204e-01
#> [444,] -0.279892082  2.382136e-01
#> [445,] -0.328357916  2.724082e-01
#> [446,] -0.377779093  3.054603e-01
#> [447,] -0.427749383  3.370467e-01
#> [448,] -0.477851029  3.668672e-01
#> [449,] -0.527657756  3.946463e-01
#> [450,] -0.576737861  4.201351e-01
#> [451,] -0.624657360  4.431125e-01
#> [452,] -0.670983169  4.633862e-01
#> [453,] -0.715286305  4.807941e-01
#> [454,] -0.757145067  4.952047e-01
#> [455,] -0.796148196  5.065175e-01
#> [456,] -0.831897971  5.146633e-01
#> [457,] -0.864013226  5.196041e-01
#> [458,] -0.892132275  5.213326e-01
#> [459,] -0.915915709  5.198719e-01
#> [460,] -0.935049051  5.152748e-01
#> [461,] -0.949245256  5.076223e-01
#> [462,] -0.958247024  4.970228e-01
#> [463,] -0.961828922  4.836105e-01
#> [464,] -0.959799294  4.675437e-01
#> [465,] -0.952001937  4.490034e-01
#> [466,] -0.938317551  4.281908e-01
#> [467,] -0.918664928  4.053254e-01
#> [468,] -0.893001888  3.806429e-01
#> [469,] -0.861325946  3.543928e-01
#> [470,] -0.823674712  3.268359e-01
#> [471,] -0.780126008  2.982420e-01
#> [472,] -0.730797716  2.688870e-01
#> [473,] -0.675847347  2.390508e-01
#> [474,] -0.615471334  2.090144e-01
#> [475,] -0.549904057  1.790575e-01
#> [476,] -0.479416605  1.494559e-01
#> [477,] -0.404315281  1.204793e-01
#> [478,] -0.324939864  9.238833e-02
#> [479,] -0.241661634  6.543297e-02
#> [480,] -0.154881175  3.984989e-02
#> [481,] -0.065025977  1.586054e-02
#> [482,]  0.027452159 -6.330751e-03
#> [483,]  0.122079879 -2.653856e-02
#> [484,]  0.218365202 -4.459794e-02
#> [485,]  0.315800564 -6.036582e-02
#> [486,]  0.413865986 -7.372225e-02
#> [487,]  0.512032331 -8.457138e-02
#> [488,]  0.609764629 -9.284224e-02
#> [489,]  0.706525451 -9.848941e-02
#> [490,]  0.801778304 -1.014933e-01
#> [491,]  0.894991034 -1.018604e-01
#> [492,]  0.985639194 -9.962302e-02
#> [493,]  1.073209382 -9.483934e-02
#> [494,]  1.157202500 -8.759258e-02
#> [495,]  1.237136931 -7.799045e-02
#> [496,]  1.312551595 -6.616421e-02
#> [497,]  1.383008885 -5.226756e-02
#> [498,]  1.448097447 -3.647530e-02
#> [499,]  1.507434781 -1.898195e-02
#> [500,]  1.560669671 -3.822538e-16

# Butterflies of the vignette' cover
panel(Out(a2l(replicate(100,
rfourier_shape(nb.h=6, alpha=0.4, nb.pts=200, plot=FALSE)))))