Processes a fisheye image and computes gap fraction (proportion of sky visible) in elevation and azimuth bins.
Usage
gla_extract_gap_fraction(
img_file,
elev_res = 5,
azi_res = 5,
rotation_deg = 0,
radial_distortion = "equidistant",
threshold = 0
)Arguments
- img_file
Path to fisheye image file
- elev_res
Elevation resolution in degrees (default 5)
- azi_res
Azimuth resolution in degrees (default 5)
- rotation_deg
Rotation angle in degrees to align image with true north (default 0)
- radial_distortion
Lens projection method. Use "equidistant" (default) for standard equidistant polar projection, or provide custom lens calibration data (see
gla_lens_sigma_8mm()for format).- threshold
Threshold value for converting image to binary. Can be:
Numeric value (0-1): pixels below threshold become 0, above become 1. Default is 0 (matches original behavior).
"auto": automatic threshold detection using Otsu's method
"XX%": percentile-based threshold (e.g., "95%")
Examples
# \donttest{
photo <- system.file("extdata", "example-photo.jpg", package = "gaplightr")
gla_extract_gap_fraction(photo)
#> $gap_fraction
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] NaN NaN NaN NaN NaN NaN 1.0000000
#> [2,] NaN NaN NaN NaN NaN 0.9052863 0.9881727
#> [3,] NaN NaN NaN 0.9770992 0.8297137 0.8808063 0.9079062
#> [4,] 0.7829047 0.6288599 0.6892282 0.8850971 0.8602350 0.7901731 0.7002784
#> [5,] 0.9422886 0.8551495 0.9477885 0.8134973 0.8014608 0.8508801 0.8587571
#> [6,] 0.8099856 0.8609817 0.6412186 0.6811334 0.7539455 0.7343134 0.8154122
#> [7,] 0.7364733 0.8029653 0.7103314 0.7637427 0.7549669 0.7369447 0.8007020
#> [8,] 0.9504485 0.9863423 0.9893390 0.9244881 0.8753735 0.9099061 0.9210414
#> [9,] 0.9570349 0.9687943 0.9466478 0.9552098 0.9735225 0.9882020 0.9660537
#> [10,] 0.9511041 0.9614979 0.9614776 0.9620453 0.9540655 0.9572785 0.9693931
#> [11,] 0.9435435 0.9659701 0.9527512 0.9646283 0.9719570 0.9611244 0.9641363
#> [12,] 0.9100892 0.9468966 0.9558621 0.9668737 0.9841598 0.9979296 1.0000000
#> [13,] 0.9377559 0.9022005 0.9804401 0.9845151 1.0000000 1.0000000 1.0000000
#> [14,] 0.9702085 0.9880478 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000
#> [15,] 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000
#> [16,] 0.9892473 1.0000000 0.9964158 0.9892280 0.9964286 0.9964093 0.9928187
#> [17,] 0.9791667 0.9909910 0.9672619 0.9759760 0.9404762 0.9343284 0.9640719
#> [18,] 0.9181818 0.9549550 0.9553571 0.9553571 0.9727273 0.9196429 0.9464286
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 0.9905187 0.9932990 0.9948914 0.9923136 0.9948744 0.9969254 0.9982056
#> [2,] 0.9907709 0.9953666 0.9989204 0.9853420 0.9921260 0.9975557 0.9820555
#> [3,] 0.7876157 0.8808969 0.8841499 0.8888889 0.9064582 0.9777135 0.7472527
#> [4,] 0.8111867 0.8493789 0.7558354 0.8121137 0.8304980 0.8192213 0.6113173
#> [5,] 0.9103586 0.8119772 0.9269180 0.9465471 0.8850116 0.8362670 0.8884462
#> [6,] 0.7895303 0.7600000 0.8342227 0.9300825 0.9089606 0.7701685 0.7126973
#> [7,] 0.7281591 0.6960283 0.7824738 0.9110764 0.8685647 0.9150429 0.9181924
#> [8,] 0.7885519 0.8452944 0.8108337 0.8248612 0.8433632 0.8812980 0.8049509
#> [9,] 0.9905571 0.9971388 0.9859287 0.9943343 0.9919849 0.9848985 0.9555556
#> [10,] 0.9656811 0.9723845 0.9405941 0.9355861 0.9192612 0.9377637 0.9244984
#> [11,] 0.9719068 0.9551515 0.9780546 0.9707113 0.9551704 0.9635167 0.9576372
#> [12,] 0.9910159 0.9603340 0.9830278 0.9923981 1.0000000 0.9972395 0.9958678
#> [13,] 1.0000000 0.9991694 0.9991929 1.0000000 1.0000000 1.0000000 1.0000000
#> [14,] 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000
#> [15,] 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 0.9897436
#> [16,] 0.9982111 0.9981550 0.9965398 0.9946333 0.9982047 0.9838420 0.9821429
#> [17,] 0.9761194 0.9713376 0.9942693 0.9402985 0.9760479 0.9402985 0.9702381
#> [18,] 0.9369369 0.9789474 1.0000000 1.0000000 1.0000000 1.0000000 0.9818182
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21]
#> [1,] 0.9753972 0.9979513 0.9979487 0.9915666 0.9780220 0.9623077 0.9866837
#> [2,] 0.9983718 0.9932065 0.9796306 0.9950967 0.9940071 0.9856056 0.9877717
#> [3,] 0.8000579 0.9239225 0.8840705 0.9563710 0.9462583 0.8979474 0.8657796
#> [4,] 0.7551020 0.7418856 0.8991960 0.9321561 0.8878563 0.7659246 0.8275116
#> [5,] 0.8543883 0.9228467 0.8966777 0.9608624 0.8786070 0.9398671 0.9597606
#> [6,] 0.7091105 0.8630824 0.7921892 0.8415948 0.8602730 0.9100681 0.8139785
#> [7,] 0.9567251 0.8046784 0.8591494 0.9373297 0.9501752 0.9297698 0.9980507
#> [8,] 0.9308874 0.8695096 0.9611609 0.9918838 0.9974370 0.9910371 0.9918977
#> [9,] 0.9929279 0.9981114 0.9768322 0.9981114 0.9985836 0.9848700 0.9943343
#> [10,] 0.9694254 0.9878628 0.9947257 0.9773922 0.9737119 0.9662447 0.9530343
#> [11,] 0.9706235 0.9683014 0.9671642 0.9327327 0.9687688 0.9743284 0.9910287
#> [12,] 0.9979296 0.9841379 0.9793103 0.9993137 1.0000000 0.9786207 1.0000000
#> [13,] 0.9714751 0.9902200 0.9698452 0.9926290 1.0000000 0.9665852 1.0000000
#> [14,] 0.9622266 0.9830170 0.9940239 1.0000000 0.9910626 0.9820717 1.0000000
#> [15,] 0.9884910 0.9936061 1.0000000 0.9922978 0.9537869 0.9627728 0.9565217
#> [16,] 1.0000000 1.0000000 0.9820789 0.9767025 1.0000000 0.9856631 0.9480287
#> [17,] 0.9909910 1.0000000 0.9939940 0.9910714 0.9970238 0.9879880 1.0000000
#> [18,] 0.9821429 0.9553571 0.9819820 0.9727273 0.9727273 0.9549550 0.9642857
#> [,22] [,23] [,24] [,25] [,26] [,27] [,28]
#> [1,] 0.9828293 0.9638554 0.9743787 0.9889800 0.9807840 0.9523196 0.9798212
#> [2,] 0.9834464 0.9880370 0.9777295 0.9850665 0.9720413 0.9918234 0.9700405
#> [3,] 0.8692130 0.9462117 0.9189580 0.8644657 0.8718171 0.9583576 0.9106628
#> [4,] 0.9158936 0.8769326 0.8760816 0.9124652 0.9187268 0.9369565 0.9480958
#> [5,] 0.9797207 0.9548473 0.9986715 0.9990030 0.9850598 0.9916360 0.9785053
#> [6,] 0.8303443 0.8967001 0.9870921 0.9924731 0.9992829 0.9661261 0.9893276
#> [7,] 0.9660819 0.9735099 0.9848012 0.9886895 0.9949298 0.9933150 0.9883676
#> [8,] 0.9880546 0.9778062 0.9765158 0.9863423 0.9850491 0.9643318 0.9547186
#> [9,] 0.9773692 0.9621749 0.9372345 0.9570957 0.9527856 0.9775870 0.9995310
#> [10,] 0.9256721 0.9435058 0.9477848 0.9651715 0.9957761 1.0000000 1.0000000
#> [11,] 0.9952038 0.9922434 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000
#> [12,] 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000
#> [13,] 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000
#> [14,] 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000
#> [15,] 0.9948849 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000
#> [16,] 0.9964093 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000
#> [17,] 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000
#> [18,] 0.9821429 0.9909091 1.0000000 0.9910714 0.9819820 1.0000000 1.0000000
#> [,29] [,30] [,31] [,32] [,33] [,34] [,35]
#> [1,] 0.9821528 0.9840000 NaN NaN NaN NaN NaN
#> [2,] 0.9655266 0.9837374 0.9911894 NaN NaN NaN NaN
#> [3,] 0.8590856 0.8430350 0.8340637 0.6668312 0.7862595 NaN NaN
#> [4,] 0.9323239 0.9424683 0.9539555 0.8933210 0.9132749 0.9248865 0.8325416
#> [5,] 0.9956839 0.9744101 0.9594819 0.8290173 0.7905585 0.7120053 0.9425249
#> [6,] 0.9996414 0.9935484 0.9809968 0.9110473 0.9709469 0.9878136 0.9899678
#> [7,] 0.9863495 0.9992200 0.9766173 0.9567589 0.9692008 0.9738791 0.9933671
#> [8,] 0.9987185 0.9953052 0.9735269 0.9696970 0.9637372 0.9880597 0.9769526
#> [9,] 1.0000000 0.9943423 0.9721567 0.9702128 0.9797265 1.0000000 0.9791962
#> [10,] 1.0000000 0.9910290 0.9699367 0.9762408 0.9815498 1.0000000 0.9789030
#> [11,] 1.0000000 0.9820681 0.9581340 0.9713604 0.9622302 0.9970096 0.9737313
#> [12,] 1.0000000 0.9827942 0.9503106 0.9607438 0.9730849 1.0000000 1.0000000
#> [13,] 1.0000000 0.9942950 0.9600652 0.9934641 0.9665852 0.9788101 0.9894051
#> [14,] 0.9990050 1.0000000 0.9990030 0.9880359 0.9642147 0.9570430 0.9671315
#> [15,] 1.0000000 1.0000000 0.9820282 0.9589744 0.9731458 0.9501279 0.9679076
#> [16,] 1.0000000 1.0000000 1.0000000 1.0000000 0.9802513 0.9838710 0.9820789
#> [17,] 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000
#> [18,] 1.0000000 0.9910714 0.9910714 1.0000000 0.9910714 1.0000000 1.0000000
#> [,36] [,37] [,38] [,39] [,40] [,41] [,42]
#> [1,] NaN NaN NaN NaN NaN NaN NaN
#> [2,] NaN NaN NaN NaN NaN NaN 0.8458150
#> [3,] NaN NaN NaN NaN 0.7888041 0.8247779 0.8255916
#> [4,] 0.8933434 0.8895613 0.7986936 0.8976475 0.8847840 0.8222016 0.8368356
#> [5,] 0.9807629 0.9711443 0.8398671 0.5463918 0.6545878 0.6736388 0.8638326
#> [6,] 0.9885057 0.9996408 0.9810104 0.9107527 0.8167145 0.9759684 0.8777340
#> [7,] 0.9680810 0.9902686 0.9871245 0.9918129 0.9699805 0.9232567 0.8986750
#> [8,] 0.9598462 0.9910295 0.9735382 0.9471215 0.9534983 0.9487836 0.9735269
#> [9,] 0.9645892 0.9735600 0.9669031 0.9542021 0.9349364 0.9782506 0.9745163
#> [10,] 0.9900105 0.9805468 0.9783755 0.9467018 0.9446494 0.9778247 0.9572785
#> [11,] 0.9939940 0.9615616 0.9904478 0.9844498 0.9790168 0.9719570 0.9527512
#> [12,] 0.9993137 0.9835278 0.9758621 0.9689655 0.9682540 0.9951791 0.9717046
#> [13,] 1.0000000 0.9926290 0.9869601 0.9828851 0.9616952 0.9803922 0.9600652
#> [14,] 0.9642502 0.9900695 0.9930279 0.9730270 0.9383698 0.9351944 0.9232303
#> [15,] 0.9833119 0.9833119 0.9845956 0.9578005 0.9565217 0.9615385 0.9614891
#> [16,] 0.9982079 1.0000000 0.9964158 0.9731183 0.9461400 0.9803571 0.9784560
#> [17,] 1.0000000 1.0000000 1.0000000 0.9910714 1.0000000 0.9761905 0.9701493
#> [18,] 0.9909091 1.0000000 1.0000000 1.0000000 0.9910714 0.9545455 0.9464286
#> [,43] [,44] [,45] [,46] [,47] [,48] [,49]
#> [1,] 0.8720000 0.9590073 0.9618557 0.9777778 0.9838586 0.9892363 0.9841148
#> [2,] 0.9450030 0.8615635 0.9070591 0.8812416 0.9625407 0.8854195 0.9193373
#> [3,] 0.7668694 0.8411458 0.8404193 0.8899135 0.7586806 0.8384014 0.7568741
#> [4,] 0.7955459 0.8488875 0.8701863 0.8817568 0.8331273 0.8391587 0.8269468
#> [5,] 0.8414756 0.8552457 0.6543995 0.6537698 0.6201859 0.6955799 0.6439721
#> [6,] 0.9028674 0.8859806 0.7174775 0.7470651 0.6034421 0.7949821 0.8816780
#> [7,] 0.9816693 0.8689548 0.8155722 0.7045366 0.5932137 0.6688768 0.8819174
#> [8,] 0.9837815 0.8974797 0.8736571 0.8163352 0.8060658 0.7742211 0.9111870
#> [9,] 0.9684111 0.9523135 0.9203624 0.8733583 0.8829084 0.8896747 0.8749410
#> [10,] 0.9488127 0.9308342 0.9548593 0.9202710 0.8537487 0.8000000 0.9219409
#> [11,] 0.9563658 0.9736999 0.9472727 0.9596679 0.9258816 0.9145248 0.9718900
#> [12,] 0.9532003 0.9903248 0.9763396 0.9769179 0.9799585 0.9917412 0.9834369
#> [13,] 0.9600652 0.9894137 1.0000000 0.9983858 0.9902280 0.9975550 0.9934800
#> [14,] 0.9700300 0.9810945 0.9919192 0.9883041 0.9880597 0.9960040 1.0000000
#> [15,] 0.9499358 0.9719029 0.9736495 0.9911950 1.0000000 1.0000000 1.0000000
#> [16,] 0.9622980 0.9552773 0.9760148 0.9982699 0.9964222 1.0000000 1.0000000
#> [17,] 0.9760479 0.9402985 0.9713376 0.9971347 0.9910448 0.9850299 0.9850746
#> [18,] 0.9910714 0.9549550 0.9684211 0.9618321 1.0000000 1.0000000 1.0000000
#> [,50] [,51] [,52] [,53] [,54] [,55] [,56]
#> [1,] 0.9807742 0.9841107 0.9877081 0.9897436 0.9780220 0.9721441 0.9864103
#> [2,] 0.9002175 0.8957938 0.8592391 0.8525258 0.8379188 0.9441569 0.8337860
#> [3,] 0.7677848 0.7167245 0.7130460 0.7632264 0.5426177 0.5599538 0.6883492
#> [4,] 0.7850959 0.7693259 0.8652241 0.8775510 0.7741636 0.8593556 0.6784168
#> [5,] 0.5365206 0.5910904 0.6903891 0.8534884 0.6301824 0.6451078 0.7647841
#> [6,] 0.7754663 0.7331420 0.6774194 0.8022214 0.6770833 0.8074713 0.8720889
#> [7,] 0.9559797 0.6436647 0.6651072 0.7257121 0.8221098 0.9128065 0.7951619
#> [8,] 0.9509176 0.6019625 0.7880597 0.6559966 0.8641606 0.9316531 0.9231754
#> [9,] 0.9721040 0.8958039 0.8144476 0.7248227 0.9291785 0.9546742 0.8770686
#> [10,] 0.9783527 0.9620453 0.8290237 0.8159283 0.8732913 0.9463722 0.8908228
#> [11,] 0.9982100 0.9928058 0.9491627 0.9468657 0.8972973 0.8798799 0.9128358
#> [12,] 1.0000000 1.0000000 0.9931034 0.9765517 0.9396019 0.9272478 0.9627586
#> [13,] 0.9959150 0.9894051 0.9902200 0.9747351 0.9754300 0.9647830 0.9364303
#> [14,] 0.9980060 0.9691849 0.9610390 0.9551793 0.9781529 0.9612711 0.9681275
#> [15,] 1.0000000 0.9948849 0.9987212 0.9576380 0.9794608 0.9845956 0.9833119
#> [16,] 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 0.9910394 0.9838710
#> [17,] 0.9821429 0.9939940 1.0000000 1.0000000 1.0000000 1.0000000 0.9969970
#> [18,] 0.9909091 0.9910714 0.9642857 1.0000000 1.0000000 1.0000000 1.0000000
#> [,57] [,58] [,59] [,60] [,61] [,62] [,63]
#> [1,] 0.9912932 0.9856484 0.9761600 0.9864207 0.9510507 0.9754035 0.9773196
#> [2,] 0.8847826 0.7590231 0.8637847 0.8658338 0.9006245 0.8241042 0.8094849
#> [3,] 0.7992479 0.6698495 0.7006940 0.8422576 0.9484506 0.9279514 0.7635411
#> [4,] 0.8664606 0.8880643 0.7393321 0.8442522 0.8134859 0.8244747 0.6385093
#> [5,] 0.6375125 0.8650266 0.9511952 0.9375623 0.8145563 0.8310093 0.9474741
#> [6,] 0.6974910 0.8127690 0.9831420 0.9598422 0.8197133 0.7307279 0.7985586
#> [7,] 0.7707602 0.8319688 0.9953253 0.9431021 0.8186427 0.7995320 0.8875344
#> [8,] 0.8690832 0.8199659 0.9735382 0.9782237 0.7942808 0.8287057 0.9166309
#> [9,] 0.9367328 0.8085809 0.9683215 0.9754601 0.8038661 0.8843248 0.9179781
#> [10,] 0.9503958 0.8313126 0.9604013 0.8997890 0.7730871 0.7840549 0.8985661
#> [11,] 0.9025120 0.8255396 0.9093079 0.9431818 0.7621040 0.7919904 0.8581818
#> [12,] 0.9427586 0.8868185 0.9077135 0.9875776 0.8699243 0.7795439 0.8190675
#> [13,] 0.9494703 0.9559902 0.9509804 0.9967400 0.9437653 0.9698697 0.7367110
#> [14,] 0.9660340 0.9701789 0.9092722 0.9670987 0.8981019 0.9124378 0.8606061
#> [15,] 0.9641944 0.9795396 0.9692308 0.9756098 0.9884467 0.9501916 0.9486166
#> [16,] 0.9713262 0.9928187 0.9803571 0.9802513 1.0000000 0.9695886 0.9704797
#> [17,] 1.0000000 1.0000000 0.9761905 0.9970149 0.9910180 0.9910448 0.9968153
#> [18,] 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 0.9909910 0.9789474
#> [,64] [,65] [,66] [,67] [,68] [,69] [,70]
#> [1,] 0.9816092 0.9974902 1.0000000 NaN NaN NaN NaN
#> [2,] 0.8844804 0.8414767 0.9154347 0.9151982 NaN NaN NaN
#> [3,] 0.8841499 0.7418981 0.7437011 0.9620216 0.8958539 0.9312977 NaN
#> [4,] 0.7220516 0.8423980 0.7939994 0.8547590 0.8407545 0.8390733 0.7247214
#> [5,] 0.9391534 0.9770916 0.8733799 0.7585520 0.8967463 0.7985372 0.8619887
#> [6,] 0.9886162 0.9673718 0.9035842 0.8981714 0.9142755 0.8644189 0.7573477
#> [7,] 0.9693680 0.9894696 0.9738690 0.9984412 0.9598753 0.9294347 0.9598441
#> [8,] 0.9255184 0.9495942 0.9539052 0.9837746 0.9436620 0.9087031 0.8366738
#> [9,] 0.7959662 0.7228517 0.9325790 0.9292119 0.9437352 0.7661480 0.6406988
#> [10,] 0.9426785 0.8278775 0.9620053 0.8955696 0.9160507 0.9040590 0.9461741
#> [11,] 0.8778173 0.5965332 0.8822475 0.9360048 0.9081146 0.9262590 0.8648325
#> [12,] 0.6510523 0.7892191 0.8072953 0.9199448 0.8836088 0.8150449 0.7331034
#> [13,] 0.6941082 0.6938111 0.7114914 0.7334963 0.8660131 0.8149959 0.8875306
#> [14,] 0.8820663 0.8915423 0.8991009 0.8614158 0.8454636 0.9055666 0.9740260
#> [15,] 0.9647799 0.9782886 0.9691913 0.9499358 0.9243590 0.9897698 0.9782609
#> [16,] 0.9757785 0.9516995 0.9640934 0.9497307 0.9839286 0.9982047 0.9856631
#> [17,] 1.0000000 1.0000000 0.9940120 0.9761194 0.9940476 0.9969970 0.9940476
#> [18,] 0.9770992 0.9909910 1.0000000 0.9375000 0.9545455 0.9285714 0.9375000
#> [,71] [,72]
#> [1,] NaN NaN
#> [2,] NaN NaN
#> [3,] NaN NaN
#> [4,] 0.7921615 0.7413011
#> [5,] 0.8767442 0.7625207
#> [6,] 0.7445360 0.6813937
#> [7,] 0.8099883 0.8548073
#> [8,] 0.8011097 0.8607433
#> [9,] 0.8747045 0.9749764
#> [10,] 0.9382911 0.9595163
#> [11,] 0.8871642 0.9693694
#> [12,] 0.6848276 0.8009609
#> [13,] 0.9462103 0.8894349
#> [14,] 0.9790837 0.9652433
#> [15,] 0.9781772 0.9961489
#> [16,] 0.9677419 0.9856631
#> [17,] 0.9579580 0.9821429
#> [18,] 0.9639640 0.9454545
#>
#> $total_pixels
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13]
#> [1,] 0 0 0 0 0 0 625 3586 3880 3915 3903 3902 3903
#> [2,] 0 0 0 0 0 908 3382 3684 3669 3705 3684 3683 3682
#> [3,] 0 0 0 393 2026 3423 3453 3456 3434 3470 3456 3453 3455
#> [4,] 1322 1684 2423 3194 3234 3236 3233 3236 3220 3256 3236 3233 3236
#> [5,] 3015 3010 3007 3008 3012 3011 3009 3012 2989 3024 3012 3009 3011
#> [6,] 2784 2791 2790 2788 2788 2789 2790 2789 2775 2811 2789 2790 2789
#> [7,] 2569 2563 2565 2565 2567 2566 2564 2564 2543 2579 2564 2564 2566
#> [8,] 2341 2343 2345 2344 2343 2342 2343 2341 2327 2363 2341 2343 2342
#> [9,] 2118 2115 2118 2121 2115 2119 2121 2118 2097 2132 2118 2121 2119
#> [10,] 1902 1896 1895 1897 1894 1896 1895 1894 1883 1919 1894 1895 1896
#> [11,] 1665 1675 1672 1668 1676 1672 1673 1673 1650 1686 1673 1673 1672
#> [12,] 1457 1450 1450 1449 1452 1449 1453 1447 1437 1473 1447 1453 1449
#> [13,] 1221 1227 1227 1227 1224 1227 1227 1228 1204 1239 1228 1227 1227
#> [14,] 1007 1004 1001 1006 1003 1003 1001 1005 990 1026 1005 1001 1003
#> [15,] 779 779 782 782 780 779 779 783 759 795 783 779 779
#> [16,] 558 558 558 557 560 557 557 559 542 578 559 557 557
#> [17,] 336 333 336 333 336 335 334 335 314 349 335 334 335
#> [18,] 110 111 112 112 110 112 112 111 95 131 111 112 112
#> [,14] [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25]
#> [1,] 3901 3902 3905 3900 3913 3913 3900 3905 3902 3901 3903 3902
#> [2,] 3678 3685 3680 3682 3671 3671 3682 3680 3685 3678 3682 3683
#> [3,] 3458 3456 3457 3459 3461 3461 3459 3457 3456 3458 3455 3453
#> [4,] 3234 3234 3235 3234 3228 3228 3234 3235 3234 3234 3236 3233
#> [5,] 3012 3008 3007 3010 3015 3015 3010 3007 3008 3012 3011 3009
#> [6,] 2788 2788 2790 2791 2784 2784 2791 2790 2788 2788 2789 2790
#> [7,] 2567 2565 2565 2563 2569 2569 2563 2565 2565 2567 2566 2564
#> [8,] 2343 2344 2345 2343 2341 2341 2343 2345 2344 2343 2342 2343
#> [9,] 2115 2121 2118 2115 2118 2118 2115 2118 2121 2115 2119 2121
#> [10,] 1894 1897 1895 1896 1902 1902 1896 1895 1897 1894 1896 1895
#> [11,] 1676 1668 1672 1675 1665 1665 1675 1672 1668 1676 1672 1673
#> [12,] 1452 1449 1450 1450 1457 1457 1450 1450 1449 1452 1449 1453
#> [13,] 1224 1227 1227 1227 1221 1221 1227 1227 1227 1224 1227 1227
#> [14,] 1003 1006 1001 1004 1007 1007 1004 1001 1006 1003 1003 1001
#> [15,] 780 782 782 779 779 779 779 782 782 780 779 779
#> [16,] 560 557 558 558 558 558 558 558 557 560 557 557
#> [17,] 336 333 336 333 336 336 333 336 333 336 335 334
#> [18,] 110 112 112 111 110 110 111 112 112 110 112 112
#> [,26] [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37]
#> [1,] 3903 3880 3915 3586 625 0 0 0 0 0 0 0
#> [2,] 3684 3669 3705 3684 3382 908 0 0 0 0 0 0
#> [3,] 3456 3434 3470 3456 3453 3423 2026 393 0 0 0 0
#> [4,] 3236 3220 3256 3236 3233 3236 3234 3194 2423 1684 1322 1322
#> [5,] 3012 2989 3024 3012 3009 3011 3012 3008 3007 3010 3015 3015
#> [6,] 2789 2775 2811 2789 2790 2789 2788 2788 2790 2791 2784 2784
#> [7,] 2564 2543 2579 2564 2564 2566 2567 2565 2565 2563 2569 2569
#> [8,] 2341 2327 2363 2341 2343 2342 2343 2344 2345 2343 2341 2341
#> [9,] 2118 2097 2132 2118 2121 2119 2115 2121 2118 2115 2118 2118
#> [10,] 1894 1883 1919 1894 1895 1896 1894 1897 1895 1896 1902 1902
#> [11,] 1673 1650 1686 1673 1673 1672 1676 1668 1672 1675 1665 1665
#> [12,] 1447 1437 1473 1447 1453 1449 1452 1449 1450 1450 1457 1457
#> [13,] 1228 1204 1239 1228 1227 1227 1224 1227 1227 1227 1221 1221
#> [14,] 1005 990 1026 1005 1001 1003 1003 1006 1001 1004 1007 1007
#> [15,] 783 759 795 783 779 779 780 782 782 779 779 779
#> [16,] 559 542 578 559 557 557 560 557 558 558 558 558
#> [17,] 335 314 349 335 334 335 336 333 336 333 336 336
#> [18,] 111 95 131 111 112 112 110 112 112 111 110 110
#> [,38] [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49]
#> [1,] 0 0 0 0 0 625 3586 3880 3915 3903 3902 3903
#> [2,] 0 0 0 0 908 3382 3684 3669 3705 3684 3683 3682
#> [3,] 0 0 393 2026 3423 3453 3456 3434 3470 3456 3453 3455
#> [4,] 1684 2423 3194 3234 3236 3233 3236 3220 3256 3236 3233 3236
#> [5,] 3010 3007 3008 3012 3011 3009 3012 2989 3024 3012 3009 3011
#> [6,] 2791 2790 2788 2788 2789 2790 2789 2775 2811 2789 2790 2789
#> [7,] 2563 2565 2565 2567 2566 2564 2564 2543 2579 2564 2564 2566
#> [8,] 2343 2345 2344 2343 2342 2343 2341 2327 2363 2341 2343 2342
#> [9,] 2115 2118 2121 2115 2119 2121 2118 2097 2132 2118 2121 2119
#> [10,] 1896 1895 1897 1894 1896 1895 1894 1883 1919 1894 1895 1896
#> [11,] 1675 1672 1668 1676 1672 1673 1673 1650 1686 1673 1673 1672
#> [12,] 1450 1450 1449 1452 1449 1453 1447 1437 1473 1447 1453 1449
#> [13,] 1227 1227 1227 1224 1227 1227 1228 1204 1239 1228 1227 1227
#> [14,] 1004 1001 1006 1003 1003 1001 1005 990 1026 1005 1001 1003
#> [15,] 779 782 782 780 779 779 783 759 795 783 779 779
#> [16,] 558 558 557 560 557 557 559 542 578 559 557 557
#> [17,] 333 336 333 336 335 334 335 314 349 335 334 335
#> [18,] 111 112 112 110 112 112 111 95 131 111 112 112
#> [,50] [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61]
#> [1,] 3901 3902 3905 3900 3913 3913 3900 3905 3902 3901 3903 3902
#> [2,] 3678 3685 3680 3682 3671 3671 3682 3680 3685 3678 3682 3683
#> [3,] 3458 3456 3457 3459 3461 3461 3459 3457 3456 3458 3455 3453
#> [4,] 3234 3234 3235 3234 3228 3228 3234 3235 3234 3234 3236 3233
#> [5,] 3012 3008 3007 3010 3015 3015 3010 3007 3008 3012 3011 3009
#> [6,] 2788 2788 2790 2791 2784 2784 2791 2790 2788 2788 2789 2790
#> [7,] 2567 2565 2565 2563 2569 2569 2563 2565 2565 2567 2566 2564
#> [8,] 2343 2344 2345 2343 2341 2341 2343 2345 2344 2343 2342 2343
#> [9,] 2115 2121 2118 2115 2118 2118 2115 2118 2121 2115 2119 2121
#> [10,] 1894 1897 1895 1896 1902 1902 1896 1895 1897 1894 1896 1895
#> [11,] 1676 1668 1672 1675 1665 1665 1675 1672 1668 1676 1672 1673
#> [12,] 1452 1449 1450 1450 1457 1457 1450 1450 1449 1452 1449 1453
#> [13,] 1224 1227 1227 1227 1221 1221 1227 1227 1227 1224 1227 1227
#> [14,] 1003 1006 1001 1004 1007 1007 1004 1001 1006 1003 1003 1001
#> [15,] 780 782 782 779 779 779 779 782 782 780 779 779
#> [16,] 560 557 558 558 558 558 558 558 557 560 557 557
#> [17,] 336 333 336 333 336 336 333 336 333 336 335 334
#> [18,] 110 112 112 111 110 110 111 112 112 110 112 112
#> [,62] [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72]
#> [1,] 3903 3880 3915 3586 625 0 0 0 0 0 0
#> [2,] 3684 3669 3705 3684 3382 908 0 0 0 0 0
#> [3,] 3456 3434 3470 3456 3453 3423 2026 393 0 0 0
#> [4,] 3236 3220 3256 3236 3233 3236 3234 3194 2423 1684 1322
#> [5,] 3012 2989 3024 3012 3009 3011 3012 3008 3007 3010 3015
#> [6,] 2789 2775 2811 2789 2790 2789 2788 2788 2790 2791 2784
#> [7,] 2564 2543 2579 2564 2564 2566 2567 2565 2565 2563 2569
#> [8,] 2341 2327 2363 2341 2343 2342 2343 2344 2345 2343 2341
#> [9,] 2118 2097 2132 2118 2121 2119 2115 2121 2118 2115 2118
#> [10,] 1894 1883 1919 1894 1895 1896 1894 1897 1895 1896 1902
#> [11,] 1673 1650 1686 1673 1673 1672 1676 1668 1672 1675 1665
#> [12,] 1447 1437 1473 1447 1453 1449 1452 1449 1450 1450 1457
#> [13,] 1228 1204 1239 1228 1227 1227 1224 1227 1227 1227 1221
#> [14,] 1005 990 1026 1005 1001 1003 1003 1006 1001 1004 1007
#> [15,] 783 759 795 783 779 779 780 782 782 779 779
#> [16,] 559 542 578 559 557 557 560 557 558 558 558
#> [17,] 335 314 349 335 334 335 336 333 336 333 336
#> [18,] 111 95 131 111 112 112 110 112 112 111 110
#>
#> $gap_pixels
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13]
#> [1,] 0 0 0 0 0 0 625 3552 3854 3895 3873 3882 3891
#> [2,] 0 0 0 0 0 822 3342 3650 3652 3701 3630 3654 3673
#> [3,] 0 0 0 384 1681 3015 3135 2722 3025 3068 3072 3130 3378
#> [4,] 1035 1059 1670 2827 2782 2557 2264 2625 2735 2461 2628 2685 2651
#> [5,] 2841 2574 2850 2447 2414 2562 2584 2742 2427 2803 2851 2663 2518
#> [6,] 2255 2403 1789 1899 2102 2048 2275 2202 2109 2345 2594 2536 2148
#> [7,] 1892 2058 1822 1959 1938 1891 2053 1867 1770 2018 2336 2227 2348
#> [8,] 2225 2311 2320 2167 2051 2131 2158 1846 1967 1916 1931 1976 2064
#> [9,] 2027 2049 2005 2026 2059 2094 2049 2098 2091 2102 2106 2104 2087
#> [10,] 1809 1823 1822 1825 1807 1815 1837 1829 1831 1805 1772 1742 1778
#> [11,] 1571 1618 1593 1609 1629 1607 1613 1626 1576 1649 1624 1598 1611
#> [12,] 1326 1373 1386 1401 1429 1446 1453 1434 1380 1448 1436 1453 1445
#> [13,] 1145 1107 1203 1208 1224 1227 1227 1228 1203 1238 1228 1227 1227
#> [14,] 977 992 1001 1006 1003 1003 1001 1005 990 1026 1005 1001 1003
#> [15,] 779 779 782 782 780 779 779 783 759 795 783 779 779
#> [16,] 552 558 556 551 558 555 553 558 541 576 556 556 548
#> [17,] 329 330 325 325 316 313 322 327 305 347 315 326 315
#> [18,] 101 106 107 107 107 103 106 104 93 131 111 112 112
#> [,14] [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25]
#> [1,] 3894 3806 3897 3892 3880 3827 3753 3853 3835 3760 3803 3859
#> [2,] 3612 3679 3655 3607 3653 3649 3629 3635 3624 3634 3600 3628
#> [3,] 2584 2765 3194 3058 3310 3275 3106 2993 3004 3272 3175 2985
#> [4,] 1977 2442 2400 2908 3009 2866 2477 2677 2962 2836 2835 2950
#> [5,] 2676 2570 2775 2699 2897 2649 2829 2886 2947 2876 3007 3006
#> [6,] 1987 1977 2408 2211 2343 2395 2540 2271 2315 2500 2753 2769
#> [7,] 2357 2454 2064 2202 2408 2441 2383 2560 2478 2499 2527 2535
#> [8,] 1886 2182 2039 2252 2322 2335 2322 2326 2316 2291 2287 2311
#> [9,] 2021 2106 2114 2066 2114 2115 2083 2106 2073 2035 1986 2030
#> [10,] 1751 1839 1872 1886 1859 1852 1832 1806 1756 1787 1797 1829
#> [11,] 1605 1619 1619 1620 1553 1613 1632 1657 1660 1663 1672 1673
#> [12,] 1446 1446 1427 1420 1456 1457 1419 1450 1449 1452 1449 1453
#> [13,] 1224 1192 1215 1190 1212 1221 1186 1227 1227 1224 1227 1227
#> [14,] 1003 968 984 998 1007 998 986 1001 1006 1003 1003 1001
#> [15,] 772 773 777 779 773 743 750 748 778 780 779 779
#> [16,] 550 557 558 548 545 558 550 529 555 560 557 557
#> [17,] 326 330 336 331 333 335 329 336 333 336 335 334
#> [18,] 108 110 107 109 107 107 106 108 110 109 112 111
#> [,26] [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37]
#> [1,] 3828 3695 3836 3522 615 0 0 0 0 0 0 0
#> [2,] 3581 3639 3594 3557 3327 900 0 0 0 0 0 0
#> [3,] 3013 3291 3160 2969 2911 2855 1351 309 0 0 0 0
#> [4,] 2973 3017 3087 3017 3047 3087 2889 2917 2241 1402 1181 1176
#> [5,] 2967 2964 2959 2999 2932 2889 2497 2378 2141 2837 2957 2928
#> [6,] 2787 2681 2781 2788 2772 2736 2540 2707 2756 2763 2752 2783
#> [7,] 2551 2526 2549 2529 2562 2506 2456 2486 2498 2546 2487 2544
#> [8,] 2306 2244 2256 2338 2332 2280 2272 2259 2317 2289 2247 2320
#> [9,] 2018 2050 2131 2118 2109 2060 2052 2078 2118 2071 2043 2062
#> [10,] 1886 1883 1919 1894 1878 1839 1849 1862 1895 1856 1883 1865
#> [11,] 1673 1650 1686 1673 1643 1602 1628 1605 1667 1631 1655 1601
#> [12,] 1447 1437 1473 1447 1428 1377 1395 1410 1450 1450 1456 1433
#> [13,] 1228 1204 1239 1228 1220 1178 1216 1186 1201 1214 1221 1212
#> [14,] 1005 990 1026 1004 1001 1002 991 970 958 971 971 997
#> [15,] 783 759 795 783 779 765 748 761 743 754 766 766
#> [16,] 559 542 578 559 557 557 560 546 549 548 557 558
#> [17,] 335 314 349 335 334 335 336 333 336 333 336 336
#> [18,] 109 95 131 111 111 111 110 111 112 111 109 110
#> [,38] [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49]
#> [1,] 0 0 0 0 0 545 3439 3732 3828 3840 3860 3841
#> [2,] 0 0 0 0 768 3196 3174 3328 3265 3546 3261 3385
#> [3,] 0 0 310 1671 2826 2648 2907 2886 3088 2622 2895 2615
#> [4,] 1345 2175 2826 2659 2708 2572 2747 2802 2871 2696 2713 2676
#> [5,] 2528 1643 1969 2029 2601 2532 2576 1956 1977 1868 2093 1939
#> [6,] 2738 2541 2277 2721 2448 2519 2471 1991 2100 1683 2218 2459
#> [7,] 2530 2544 2488 2370 2306 2517 2228 2074 1817 1521 1715 2263
#> [8,] 2281 2221 2235 2223 2280 2305 2101 2033 1929 1887 1814 2134
#> [9,] 2045 2021 1983 2069 2065 2054 2017 1930 1862 1870 1887 1854
#> [10,] 1855 1794 1792 1852 1815 1798 1763 1798 1766 1617 1516 1748
#> [11,] 1659 1646 1633 1629 1593 1600 1629 1563 1618 1549 1530 1625
#> [12,] 1415 1405 1403 1445 1408 1385 1433 1403 1439 1418 1441 1425
#> [13,] 1211 1206 1180 1200 1178 1178 1215 1204 1237 1216 1224 1219
#> [14,] 997 974 944 938 926 971 986 982 1014 993 997 1003
#> [15,] 767 749 748 750 749 740 761 739 788 783 779 779
#> [16,] 556 543 527 549 545 536 534 529 577 557 557 557
#> [17,] 333 333 333 328 325 326 315 305 348 332 329 330
#> [18,] 111 112 111 105 106 111 106 92 126 111 112 112
#> [,50] [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61]
#> [1,] 3826 3840 3857 3860 3827 3804 3847 3871 3846 3808 3850 3711
#> [2,] 3311 3301 3162 3139 3076 3466 3070 3256 2797 3177 3188 3317
#> [3,] 2655 2477 2465 2640 1878 1938 2381 2763 2315 2423 2910 3275
#> [4,] 2539 2488 2799 2838 2499 2774 2194 2803 2872 2391 2732 2630
#> [5,] 1616 1778 2076 2569 1900 1945 2302 1917 2602 2865 2823 2451
#> [6,] 2162 2044 1890 2239 1885 2248 2434 1946 2266 2741 2677 2287
#> [7,] 2454 1651 1706 1860 2112 2345 2038 1977 2134 2555 2420 2099
#> [8,] 2228 1411 1848 1537 2023 2181 2163 2038 1922 2281 2291 1861
#> [9,] 2056 1900 1725 1533 1968 2022 1855 1984 1715 2048 2067 1705
#> [10,] 1853 1825 1571 1547 1661 1800 1689 1801 1577 1819 1706 1465
#> [11,] 1673 1656 1587 1586 1494 1465 1529 1509 1377 1524 1577 1275
#> [12,] 1452 1449 1440 1416 1369 1351 1396 1367 1285 1318 1431 1264
#> [13,] 1219 1214 1215 1196 1191 1178 1149 1165 1173 1164 1223 1158
#> [14,] 1001 975 962 959 985 968 972 967 976 912 970 899
#> [15,] 780 778 781 746 763 767 766 754 766 756 760 770
#> [16,] 560 557 558 558 558 553 549 542 553 549 546 557
#> [17,] 330 331 336 333 336 336 332 336 333 328 334 331
#> [18,] 109 111 108 111 110 110 111 112 112 110 112 112
#> [,62] [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72]
#> [1,] 3807 3792 3843 3577 625 0 0 0 0 0 0
#> [2,] 3036 2970 3277 3100 3096 831 0 0 0 0 0
#> [3,] 3207 2622 3068 2564 2568 3293 1815 366 0 0 0
#> [4,] 2668 2056 2351 2726 2567 2766 2719 2680 1756 1334 980
#> [5,] 2503 2832 2840 2943 2628 2284 2701 2402 2592 2639 2299
#> [6,] 2038 2216 2779 2698 2521 2505 2549 2410 2113 2078 1897
#> [7,] 2050 2257 2500 2537 2497 2562 2464 2384 2462 2076 2196
#> [8,] 1940 2133 2187 2223 2235 2304 2211 2130 1962 1877 2015
#> [9,] 1873 1925 1697 1531 1978 1969 1996 1625 1357 1850 2065
#> [10,] 1485 1692 1809 1568 1823 1698 1735 1715 1793 1779 1825
#> [11,] 1325 1416 1480 998 1476 1565 1522 1545 1446 1486 1614
#> [12,] 1128 1177 959 1142 1173 1333 1283 1181 1063 993 1167
#> [13,] 1191 887 860 852 873 900 1060 1000 1089 1161 1086
#> [14,] 917 852 905 896 900 864 848 911 975 983 972
#> [15,] 744 720 767 766 755 740 721 774 765 762 776
#> [16,] 542 526 564 532 537 529 551 556 550 540 550
#> [17,] 332 313 349 335 332 327 334 332 334 319 330
#> [18,] 110 93 128 110 112 105 105 104 105 107 104
#>
#> $nRings
#> [1] 18
#>
#> $nSectors
#> [1] 72
#>
# Use lens calibration
sigma_cal <- gla_lens_sigma_8mm()
gla_extract_gap_fraction(photo, radial_distortion = sigma_cal)
#> $gap_fraction
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> [1,] NaN NaN NaN NaN NaN NaN 1.0000000
#> [2,] NaN NaN NaN NaN NaN 1.0000000 0.9901667
#> [3,] NaN NaN NaN NaN 0.6684636 0.8629798 0.9174992
#> [4,] NaN NaN 0.9925187 0.9520767 0.8685495 0.8566678 0.7899634
#> [5,] 0.8607255 0.7398844 0.7417264 0.8861234 0.8980566 0.8516877 0.8413511
#> [6,] 0.8995385 0.8462358 0.8401421 0.7402274 0.7012433 0.7612629 0.8370028
#> [7,] 0.7949775 0.8127820 0.6996241 0.7163787 0.7982720 0.7647501 0.7687100
#> [8,] 0.7604457 0.8611111 0.7380103 0.7440476 0.7019421 0.7309221 0.8449643
#> [9,] 0.9647463 0.9827809 0.9883671 0.9642396 0.9676724 0.9672414 0.9393287
#> [10,] 0.9685446 0.9627534 0.9435825 0.9496944 0.9533459 0.9797647 0.9740811
#> [11,] 0.9496366 0.9669763 0.9596899 0.9653926 0.9700568 0.9577537 0.9566340
#> [12,] 0.9118506 0.9532437 0.9573099 0.9689877 0.9731465 0.9718640 0.9813302
#> [13,] 0.9273475 0.9087791 0.9607978 0.9698010 0.9945093 1.0000000 1.0000000
#> [14,] 0.9635460 0.9676349 0.9942053 0.9933775 1.0000000 1.0000000 1.0000000
#> [15,] 0.9916493 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000
#> [16,] 0.9927114 1.0000000 1.0000000 0.9985465 0.9971056 0.9970888 1.0000000
#> [17,] 0.9804401 0.9975550 0.9731051 0.9731051 0.9511002 0.9467312 0.9606880
#> [18,] 0.9352518 0.9492754 0.9503546 0.9496403 0.9784173 0.9347826 0.9571429
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,] 0.9877687 0.9956638 0.9933884 0.9946932 0.9946967 0.9960186 1.0000000
#> [2,] 0.9951969 0.9929169 0.9993622 0.9859110 0.9929532 1.0000000 0.9794806
#> [3,] 0.8730312 0.9119741 0.9413649 0.9128897 0.9407025 0.9800643 0.9150579
#> [4,] 0.8125000 0.9181697 0.8360872 0.9205452 0.8760386 0.9112072 0.6788564
#> [5,] 0.8592365 0.8671233 0.8171351 0.8248125 0.8880928 0.8830549 0.6818957
#> [6,] 0.8738899 0.7407010 0.8763251 0.9282416 0.8597301 0.7942533 0.8284192
#> [7,] 0.7500939 0.7269973 0.8187593 0.9192033 0.8762693 0.7493424 0.7122464
#> [8,] 0.7007937 0.7024760 0.7649606 0.8841270 0.8655829 0.9097774 0.8783195
#> [9,] 0.8811370 0.9276743 0.8963753 0.8807063 0.8975904 0.9331897 0.8978448
#> [10,] 0.9905838 0.9942857 0.9719233 0.9726930 0.9660697 0.9694118 0.9481621
#> [11,] 0.9586350 0.9583333 0.9458631 0.9436401 0.9292721 0.9453890 0.9179143
#> [12,] 0.9842105 0.9556999 0.9780474 0.9859649 0.9789965 0.9742087 0.9807356
#> [13,] 0.9931319 0.9839833 0.9979661 0.9979396 1.0000000 1.0000000 1.0000000
#> [14,] 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000
#> [15,] 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 0.9947589
#> [16,] 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 0.9927220 0.9826339
#> [17,] 0.9780488 0.9744246 0.9906977 0.9439024 0.9778870 0.9418886 0.9755501
#> [18,] 0.9500000 0.9831933 1.0000000 1.0000000 1.0000000 1.0000000 0.9784173
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21]
#> [1,] 0.9824329 0.9976783 0.9973457 0.9890656 0.9814447 0.9512276 0.9867330
#> [2,] 0.9852706 0.9932864 0.9759846 0.9983979 0.9839795 0.9836695 0.9817775
#> [3,] 0.8862758 0.9548824 0.9961353 0.9787508 0.9951706 0.9098229 0.9713181
#> [4,] 0.8047160 0.8603723 0.8581395 0.9335327 0.9165836 0.8661130 0.7689495
#> [5,] 0.8063416 0.8038881 0.8997955 0.9593857 0.8993174 0.8513974 0.9174625
#> [6,] 0.7771855 0.9236234 0.8682528 0.9229677 0.8320909 0.9129972 0.9040853
#> [7,] 0.7648385 0.7695489 0.7477444 0.8673163 0.8796852 0.9229323 0.8609023
#> [8,] 0.9222222 0.8695997 0.9154762 0.9403104 0.9689614 0.9365079 0.9996036
#> [9,] 0.9767342 0.8987505 0.9504950 0.9926913 0.9974205 0.9926819 0.9900905
#> [10,] 0.9943583 0.9967090 0.9919849 0.9967136 0.9962441 0.9773692 0.9905971
#> [11,] 0.9524793 0.9865633 0.9886481 0.9548287 0.9569055 0.9674923 0.9534884
#> [12,] 0.9906378 0.9660819 0.9731151 0.9620549 0.9918272 0.9736996 0.9988304
#> [13,] 0.9965683 0.9855571 0.9670782 1.0000000 1.0000000 0.9773663 1.0000000
#> [14,] 0.9503311 0.9917219 0.9858921 0.9925435 0.9975145 0.9676349 1.0000000
#> [15,] 0.9822176 0.9874477 0.9958203 1.0000000 0.9801670 0.9905956 0.9822176
#> [16,] 0.9985465 1.0000000 0.9883721 0.9752187 0.9664723 0.9622093 0.9420290
#> [17,] 0.9926650 1.0000000 0.9951100 0.9951100 0.9975550 0.9853301 0.9853301
#> [18,] 0.9856115 0.9645390 0.9710145 0.9568345 0.9784173 0.9637681 0.9716312
#> [,22] [,23] [,24] [,25] [,26] [,27] [,28]
#> [1,] 0.9781240 0.9674959 0.9807565 0.9890620 0.9830846 0.9853235 0.9808264
#> [2,] 0.9983990 0.9778775 0.9606274 0.9948751 0.9801473 0.9455892 0.9926658
#> [3,] 0.8856314 0.9572072 0.9887460 0.9004189 0.9103182 0.9611650 0.9452099
#> [4,] 0.9335769 0.9384973 0.8909212 0.8936524 0.8912899 0.9789579 0.8955717
#> [5,] 0.9191954 0.9018070 0.8912376 0.9416581 0.9410361 0.9434932 0.9559770
#> [6,] 0.9491827 0.9353464 0.9971621 0.9925426 0.9868561 0.9771102 0.9840989
#> [7,] 0.8313298 0.9000751 0.9868470 0.9969914 0.9977452 0.9772813 0.9880419
#> [8,] 0.9924603 0.9829568 0.9769475 0.9829500 0.9956349 0.9888179 0.9842520
#> [9,] 0.9844894 0.9745690 0.9784483 0.9922547 0.9771748 0.9627544 0.9628998
#> [10,] 0.9619182 0.9514609 0.9270588 0.9434496 0.9585687 0.9866667 1.0000000
#> [11,] 0.9447314 0.9550852 0.9690881 0.9834796 1.0000000 1.0000000 1.0000000
#> [12,] 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000
#> [13,] 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000
#> [14,] 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000
#> [15,] 0.9968619 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000
#> [16,] 0.9956395 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000
#> [17,] 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000
#> [18,] 0.9856115 0.9928058 1.0000000 0.9928571 0.9857143 1.0000000 1.0000000
#> [,29] [,30] [,31] [,32] [,33] [,34] [,35]
#> [1,] 0.9777613 0.9639640 NaN NaN NaN NaN NaN
#> [2,] 0.9884726 0.9978623 1.0000000 NaN NaN NaN NaN
#> [3,] 0.9411765 0.9033194 0.9380933 0.7547170 NaN NaN NaN
#> [4,] 0.8158245 0.8637421 0.8347190 0.7454672 0.8428115 0.9027431 NaN
#> [5,] 0.9781868 0.9716820 0.9594272 0.9055574 0.9478350 0.9007165 0.8728324
#> [6,] 0.9953819 0.9751420 0.9677190 0.7754885 0.7686567 0.7360568 0.9549006
#> [7,] 0.9992484 0.9947349 0.9759489 0.9737040 0.9876033 0.9928571 0.9887218
#> [8,] 0.9865079 1.0000000 0.9809221 0.9536266 0.9682540 0.9718589 0.9912698
#> [9,] 0.9987080 0.9935456 0.9663793 0.9637931 0.9625162 0.9939681 0.9715885
#> [10,] 1.0000000 0.9948162 0.9769412 0.9820924 0.9830748 1.0000000 0.9863272
#> [11,] 1.0000000 0.9870934 0.9696033 0.9752194 0.9824380 1.0000000 0.9721362
#> [12,] 1.0000000 0.9830805 0.9542790 0.9591360 0.9537741 0.9970760 0.9859731
#> [13,] 1.0000000 0.9862826 0.9444063 0.9800961 0.9821551 0.9979367 0.9972565
#> [14,] 1.0000000 0.9983416 0.9875828 0.9958541 0.9544702 0.9586093 0.9726141
#> [15,] 0.9989572 1.0000000 0.9895178 0.9643606 0.9717573 0.9518828 0.9738767
#> [16,] 1.0000000 1.0000000 0.9927220 0.9927641 0.9738372 0.9739130 0.9723837
#> [17,] 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000
#> [18,] 1.0000000 0.9928571 0.9927536 1.0000000 0.9928058 1.0000000 1.0000000
#> [,36] [,37] [,38] [,39] [,40] [,41] [,42]
#> [1,] NaN NaN NaN NaN NaN NaN NaN
#> [2,] NaN NaN NaN NaN NaN NaN 1.0000000
#> [3,] NaN NaN NaN NaN NaN 0.7466307 0.8596781
#> [4,] NaN NaN NaN 0.9850374 0.8990415 0.8863319 0.8380446
#> [5,] 0.9261084 0.9113300 0.7872832 0.7581030 0.7691783 0.6832595 0.7906580
#> [6,] 0.9872204 0.9875754 0.8941761 0.6316163 0.6716418 0.7879218 0.8864846
#> [7,] 0.9805097 0.9958771 0.9902256 0.9578947 0.9008264 0.9793388 0.8816234
#> [8,] 0.9669717 0.9900517 0.9801587 0.9805787 0.9690476 0.9171621 0.9085851
#> [9,] 0.9574377 0.9918315 0.9754628 0.9487290 0.9448514 0.9594828 0.9840517
#> [10,] 0.9755869 0.9708920 0.9646393 0.9511048 0.9417019 0.9745523 0.9623529
#> [11,] 0.9896158 0.9787124 0.9840041 0.9602067 0.9550620 0.9757357 0.9623905
#> [12,] 0.9970811 0.9667250 0.9824664 0.9771930 0.9730837 0.9830706 0.9554513
#> [13,] 1.0000000 0.9876628 0.9835391 0.9766162 0.9663693 0.9917639 0.9773507
#> [14,] 0.9817730 0.9908865 0.9933610 0.9759934 0.9453642 0.9444444 0.9321192
#> [15,] 0.9739040 0.9895616 0.9874608 0.9759414 0.9539749 0.9601677 0.9433962
#> [16,] 0.9956268 0.9912536 0.9941860 0.9521739 0.9462209 0.9782923 0.9723435
#> [17,] 1.0000000 1.0000000 0.9975550 0.9926650 0.9951100 0.9755501 0.9806295
#> [18,] 0.9928058 1.0000000 1.0000000 1.0000000 0.9928058 0.9568345 0.9347826
#> [,43] [,44] [,45] [,46] [,47] [,48] [,49]
#> [1,] 0.7027027 0.9584878 0.9596398 0.9742149 0.9860697 0.9860789 0.9867286
#> [2,] 0.9734929 0.9596542 0.9707019 0.9837372 0.9804675 0.9698911 0.9820743
#> [3,] 0.7972929 0.7595628 0.8000000 0.7946171 0.8370299 0.7895585 0.8167203
#> [4,] 0.8045862 0.9072473 0.8881096 0.9153999 0.8267952 0.8737122 0.7864982
#> [5,] 0.8249744 0.7985685 0.8297945 0.8533695 0.6755283 0.7512794 0.7040573
#> [6,] 0.8288352 0.8632327 0.6194564 0.6335689 0.6873890 0.7844460 0.7179851
#> [7,] 0.9424596 0.8846298 0.7644832 0.7298206 0.5888764 0.7502821 0.8970312
#> [8,] 0.9833466 0.8619048 0.8254792 0.6870079 0.5884921 0.6467090 0.8910970
#> [9,] 0.9810671 0.9298019 0.8757038 0.8771855 0.8768303 0.8300344 0.9034483
#> [10,] 0.9632422 0.9515066 0.9261905 0.8703790 0.8813559 0.8364750 0.8865882
#> [11,] 0.9504388 0.9426060 0.9546875 0.9397344 0.8547053 0.8533815 0.9381762
#> [12,] 0.9527421 0.9777778 0.9480213 0.9630272 0.9567251 0.9539090 0.9747948
#> [13,] 0.9615912 0.9938187 0.9958217 0.9905085 0.9842033 0.9917695 0.9883322
#> [14,] 0.9626866 0.9875725 1.0000000 1.0000000 0.9966860 0.9958541 1.0000000
#> [15,] 0.9516807 0.9760167 0.9764454 0.9866530 0.9895725 0.9989496 1.0000000
#> [16,] 0.9623188 0.9564586 0.9776119 0.9915493 1.0000000 1.0000000 1.0000000
#> [17,] 0.9754300 0.9390244 0.9667519 0.9953488 0.9878049 0.9877150 0.9903148
#> [18,] 0.9928571 0.9571429 0.9747899 0.9685535 1.0000000 1.0000000 0.9927536
#> [,50] [,51] [,52] [,53] [,54] [,55] [,56]
#> [1,] 0.9857380 0.9821014 0.9867330 0.9946914 0.9734924 0.9671968 0.9830790
#> [2,] 0.9804424 0.9881524 0.9757033 0.9481268 0.9554630 0.9631528 0.9404419
#> [3,] 0.8059846 0.7509665 0.6999678 0.7690821 0.5936896 0.7607856 0.6882448
#> [4,] 0.8028590 0.7326470 0.7719415 0.8099668 0.6769691 0.6656697 0.6770764
#> [5,] 0.5860893 0.6607569 0.8526603 0.8302658 0.7177474 0.7928328 0.7399455
#> [6,] 0.6412078 0.6876333 0.6497336 0.8345170 0.6063188 0.6155485 0.7560369
#> [7,] 0.8219384 0.6521412 0.6751880 0.7898496 0.7110195 0.8875562 0.8676692
#> [8,] 0.9437178 0.6492063 0.6722156 0.7214286 0.8388380 0.8842021 0.8222222
#> [9,] 0.9780172 0.6807411 0.7768203 0.6310805 0.8929493 0.9793637 0.8859234
#> [10,] 0.9622997 0.9374706 0.8349788 0.7831212 0.9281690 0.9417840 0.9165488
#> [11,] 0.9901910 0.9648760 0.8816537 0.8694530 0.8561786 0.9444444 0.8885449
#> [12,] 0.9982487 0.9988297 0.9707602 0.9573349 0.9065966 0.8674839 0.9409702
#> [13,] 1.0000000 1.0000000 0.9972490 0.9766804 0.9698424 0.9602467 0.9506173
#> [14,] 0.9958541 0.9801325 0.9850993 0.9742739 0.9776305 0.9527755 0.9510373
#> [15,] 0.9979036 0.9748954 0.9654812 0.9341693 0.9739040 0.9916493 0.9791014
#> [16,] 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 0.9839650 0.9796512
#> [17,] 0.9926650 0.9951100 1.0000000 1.0000000 1.0000000 1.0000000 0.9951100
#> [18,] 0.9712230 0.9928058 0.9716312 1.0000000 1.0000000 1.0000000 1.0000000
#> [,57] [,58] [,59] [,60] [,61] [,62] [,63]
#> [1,] 0.9930348 0.9850845 0.9820896 0.9840743 0.9724892 0.9774461 0.9866578
#> [2,] 0.9597187 0.9580532 0.9493427 0.9689501 0.9128764 0.9196286 0.9549259
#> [3,] 0.7853690 0.5183634 0.6222651 0.8051447 0.9039639 0.8074574 0.6537217
#> [4,] 0.8121676 0.7867818 0.7928856 0.7775191 0.9029578 0.9082447 0.6793587
#> [5,] 0.8206003 0.9232867 0.8315718 0.9188544 0.8045036 0.8435583 0.8023973
#> [6,] 0.6788632 0.8550107 0.9520426 0.9492728 0.8210227 0.7808171 0.8898426
#> [7,] 0.6703008 0.7922615 0.9887303 0.9507704 0.8221136 0.7237880 0.8349110
#> [8,] 0.8089576 0.8456349 0.9952438 0.9499205 0.7977795 0.8297619 0.8881789
#> [9,] 0.8754847 0.8134425 0.9702586 0.9823276 0.8136833 0.8548665 0.9207449
#> [10,] 0.9511048 0.8251058 0.9599434 0.9614118 0.7756833 0.8394539 0.9233333
#> [11,] 0.9364341 0.7727273 0.9633454 0.9031427 0.7940114 0.8257497 0.8692708
#> [12,] 0.9128655 0.8777063 0.8879159 0.9548652 0.7893816 0.6859649 0.8895452
#> [13,] 0.9332875 0.9402883 0.9183253 0.9979410 0.9135802 0.9512363 0.7096100
#> [14,] 0.9735099 0.9544702 0.9328358 0.9751656 0.9029851 0.9411765 0.8298231
#> [15,] 0.9633891 0.9811715 0.9559748 0.9758910 0.9558824 0.9176225 0.9036403
#> [16,] 0.9565217 0.9854651 0.9884226 0.9868996 1.0000000 0.9579100 0.9686567
#> [17,] 0.9975550 0.9975550 0.9633252 0.9878935 0.9926290 0.9878049 0.9897698
#> [18,] 1.0000000 1.0000000 1.0000000 1.0000000 1.0000000 0.9928571 0.9831933
#> [,64] [,65] [,66] [,67] [,68] [,69] [,70]
#> [1,] 0.9950413 0.9977761 1.0000000 NaN NaN NaN NaN
#> [2,] 0.9508929 0.9862312 0.9811885 0.9913793 NaN NaN NaN
#> [3,] 0.7737905 0.6052716 0.8105060 0.9517128 0.7331536 NaN NaN
#> [4,] 0.8463318 0.8354388 0.7736790 0.9198537 0.8643654 0.8460064 0.8229426
#> [5,] 0.8242465 0.9236537 0.7543501 0.8039550 0.8915786 0.8840777 0.7714091
#> [6,] 0.9487633 0.9715808 0.8860085 0.7992196 0.8777975 0.7402274 0.8039076
#> [7,] 0.9828102 0.9642991 0.9439639 0.9293499 0.9485349 0.9135988 0.8172932
#> [8,] 0.9795276 0.9936508 0.9738303 0.9984102 0.9575902 0.9269841 0.9532303
#> [9,] 0.8946695 0.8983635 0.9453528 0.9767241 0.9344828 0.8724688 0.7449375
#> [10,] 0.8001872 0.6798493 0.9425071 0.9030588 0.9505184 0.7630465 0.7385990
#> [11,] 0.9530133 0.8748707 0.9328859 0.9232354 0.9106866 0.9504132 0.9478036
#> [12,] 0.7816291 0.5935673 0.8494749 0.9226260 0.9007589 0.8806319 0.7602339
#> [13,] 0.6684746 0.7355769 0.7962963 0.8071380 0.8496911 0.7961565 0.8356259
#> [14,] 0.7918367 0.8442419 0.7603648 0.8170530 0.8913765 0.8841060 0.9271523
#> [15,] 0.9209446 0.9155370 0.9611345 0.9371069 0.8731656 0.9497908 0.9811715
#> [16,] 0.9746479 0.9680697 0.9724638 0.9592431 0.9580318 0.9869186 0.9898551
#> [17,] 1.0000000 0.9853659 0.9852580 0.9539952 0.9828851 1.0000000 0.9902200
#> [18,] 0.9811321 0.9928571 0.9928571 0.9492754 0.9640288 0.9352518 0.9503546
#> [,71] [,72]
#> [1,] NaN NaN
#> [2,] NaN NaN
#> [3,] NaN NaN
#> [4,] NaN NaN
#> [5,] 0.8304432 0.7836991
#> [6,] 0.8160511 0.7124601
#> [7,] 0.8026316 0.7057721
#> [8,] 0.7793651 0.8499801
#> [9,] 0.7899268 0.9062769
#> [10,] 0.9278642 0.9741784
#> [11,] 0.9509804 0.9719626
#> [12,] 0.8258328 0.9311150
#> [13,] 0.7421125 0.8135709
#> [14,] 0.9585062 0.9088650
#> [15,] 0.9853710 0.9937370
#> [16,] 0.9651163 0.9883382
#> [17,] 0.9657702 0.9853301
#> [18,] 0.9710145 0.9568345
#>
#> $total_pixels
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13]
#> [1,] 0 0 0 0 0 0 222 2698 2998 3025 3015 3017 3014
#> [2,] 0 0 0 0 0 116 2339 3123 3106 3136 3123 3122 3124
#> [3,] 0 0 0 0 371 2423 3103 3111 3090 3121 3111 3103 3110
#> [4,] 0 0 401 1565 2868 3007 3009 3008 2994 3026 3008 3009 3007
#> [5,] 2233 2595 2931 2933 2933 2933 2931 2934 2920 2953 2934 2931 2933
#> [6,] 2817 2816 2815 2814 2815 2819 2816 2815 2796 2830 2815 2816 2819
#> [7,] 2668 2660 2660 2662 2662 2661 2659 2661 2641 2676 2661 2659 2661
#> [8,] 2513 2520 2523 2520 2523 2516 2522 2520 2504 2540 2520 2522 2516
#> [9,] 2326 2323 2321 2321 2320 2320 2324 2322 2309 2345 2322 2324 2320
#> [10,] 2130 2121 2127 2127 2122 2125 2122 2124 2100 2137 2124 2122 2125
#> [11,] 1926 1938 1935 1936 1937 1941 1937 1934 1920 1958 1934 1937 1941
#> [12,] 1713 1711 1710 1709 1713 1706 1714 1710 1693 1731 1710 1714 1706
#> [13,] 1459 1458 1454 1457 1457 1457 1458 1456 1436 1475 1456 1458 1457
#> [14,] 1207 1205 1208 1208 1206 1208 1206 1207 1187 1225 1207 1206 1208
#> [15,] 958 957 956 956 954 954 952 959 934 974 959 952 954
#> [16,] 686 688 690 688 691 687 690 689 670 710 689 690 687
#> [17,] 409 409 409 409 409 413 407 410 391 430 410 407 413
#> [18,] 139 138 141 139 139 138 140 140 119 159 140 140 138
#> [,14] [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25]
#> [1,] 3015 3017 3015 3014 3018 3018 3014 3015 3017 3015 3014 3017
#> [2,] 3119 3123 3128 3123 3121 3121 3123 3128 3123 3119 3124 3122
#> [3,] 3108 3104 3103 3105 3106 3106 3105 3103 3104 3108 3110 3103
#> [4,] 3008 3011 3008 3010 3009 3009 3010 3008 3011 3008 3007 3009
#> [5,] 2933 2933 2932 2934 2930 2930 2934 2932 2933 2933 2933 2931
#> [6,] 2815 2814 2815 2816 2817 2817 2816 2815 2814 2815 2819 2816
#> [7,] 2662 2662 2660 2660 2668 2668 2660 2660 2662 2662 2661 2659
#> [8,] 2523 2520 2523 2520 2513 2513 2520 2523 2520 2523 2516 2522
#> [9,] 2320 2321 2321 2323 2326 2326 2323 2321 2321 2320 2320 2324
#> [10,] 2122 2127 2127 2121 2130 2130 2121 2127 2127 2122 2125 2122
#> [11,] 1937 1936 1935 1938 1926 1926 1938 1935 1936 1937 1941 1937
#> [12,] 1713 1709 1710 1711 1713 1713 1711 1710 1709 1713 1706 1714
#> [13,] 1457 1457 1454 1458 1459 1459 1458 1454 1457 1457 1457 1458
#> [14,] 1206 1208 1208 1205 1207 1207 1205 1208 1208 1206 1208 1206
#> [15,] 954 956 956 957 958 958 957 956 956 954 954 952
#> [16,] 691 688 690 688 686 686 688 690 688 691 687 690
#> [17,] 409 409 409 409 409 409 409 409 409 409 413 407
#> [18,] 139 139 141 138 139 139 138 141 139 139 138 140
#> [,26] [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37]
#> [1,] 3015 2998 3025 2698 222 0 0 0 0 0 0 0
#> [2,] 3123 3106 3136 3123 2339 116 0 0 0 0 0 0
#> [3,] 3111 3090 3121 3111 3103 2423 371 0 0 0 0 0
#> [4,] 3008 2994 3026 3008 3009 3007 2868 1565 401 0 0 0
#> [5,] 2934 2920 2953 2934 2931 2933 2933 2933 2931 2595 2233 2233
#> [6,] 2815 2796 2830 2815 2816 2819 2815 2814 2815 2816 2817 2817
#> [7,] 2661 2641 2676 2661 2659 2661 2662 2662 2660 2660 2668 2668
#> [8,] 2520 2504 2540 2520 2522 2516 2523 2520 2523 2520 2513 2513
#> [9,] 2322 2309 2345 2322 2324 2320 2320 2321 2321 2323 2326 2326
#> [10,] 2124 2100 2137 2124 2122 2125 2122 2127 2127 2121 2130 2130
#> [11,] 1934 1920 1958 1934 1937 1941 1937 1936 1935 1938 1926 1926
#> [12,] 1710 1693 1731 1710 1714 1706 1713 1709 1710 1711 1713 1713
#> [13,] 1456 1436 1475 1456 1458 1457 1457 1457 1454 1458 1459 1459
#> [14,] 1207 1187 1225 1207 1206 1208 1206 1208 1208 1205 1207 1207
#> [15,] 959 934 974 959 952 954 954 956 956 957 958 958
#> [16,] 689 670 710 689 690 687 691 688 690 688 686 686
#> [17,] 410 391 430 410 407 413 409 409 409 409 409 409
#> [18,] 140 119 159 140 140 138 139 139 141 138 139 139
#> [,38] [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49]
#> [1,] 0 0 0 0 0 222 2698 2998 3025 3015 3017 3014
#> [2,] 0 0 0 0 116 2339 3123 3106 3136 3123 3122 3124
#> [3,] 0 0 0 371 2423 3103 3111 3090 3121 3111 3103 3110
#> [4,] 0 401 1565 2868 3007 3009 3008 2994 3026 3008 3009 3007
#> [5,] 2595 2931 2933 2933 2933 2931 2934 2920 2953 2934 2931 2933
#> [6,] 2816 2815 2814 2815 2819 2816 2815 2796 2830 2815 2816 2819
#> [7,] 2660 2660 2662 2662 2661 2659 2661 2641 2676 2661 2659 2661
#> [8,] 2520 2523 2520 2523 2516 2522 2520 2504 2540 2520 2522 2516
#> [9,] 2323 2321 2321 2320 2320 2324 2322 2309 2345 2322 2324 2320
#> [10,] 2121 2127 2127 2122 2125 2122 2124 2100 2137 2124 2122 2125
#> [11,] 1938 1935 1936 1937 1941 1937 1934 1920 1958 1934 1937 1941
#> [12,] 1711 1710 1709 1713 1706 1714 1710 1693 1731 1710 1714 1706
#> [13,] 1458 1454 1457 1457 1457 1458 1456 1436 1475 1456 1458 1457
#> [14,] 1205 1208 1208 1206 1208 1206 1207 1187 1225 1207 1206 1208
#> [15,] 957 956 956 954 954 952 959 934 974 959 952 954
#> [16,] 688 690 688 691 687 690 689 670 710 689 690 687
#> [17,] 409 409 409 409 413 407 410 391 430 410 407 413
#> [18,] 138 141 139 139 138 140 140 119 159 140 140 138
#> [,50] [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61]
#> [1,] 3015 3017 3015 3014 3018 3018 3014 3015 3017 3015 3014 3017
#> [2,] 3119 3123 3128 3123 3121 3121 3123 3128 3123 3119 3124 3122
#> [3,] 3108 3104 3103 3105 3106 3106 3105 3103 3104 3108 3110 3103
#> [4,] 3008 3011 3008 3010 3009 3009 3010 3008 3011 3008 3007 3009
#> [5,] 2933 2933 2932 2934 2930 2930 2934 2932 2933 2933 2933 2931
#> [6,] 2815 2814 2815 2816 2817 2817 2816 2815 2814 2815 2819 2816
#> [7,] 2662 2662 2660 2660 2668 2668 2660 2660 2662 2662 2661 2659
#> [8,] 2523 2520 2523 2520 2513 2513 2520 2523 2520 2523 2516 2522
#> [9,] 2320 2321 2321 2323 2326 2326 2323 2321 2321 2320 2320 2324
#> [10,] 2122 2127 2127 2121 2130 2130 2121 2127 2127 2122 2125 2122
#> [11,] 1937 1936 1935 1938 1926 1926 1938 1935 1936 1937 1941 1937
#> [12,] 1713 1709 1710 1711 1713 1713 1711 1710 1709 1713 1706 1714
#> [13,] 1457 1457 1454 1458 1459 1459 1458 1454 1457 1457 1457 1458
#> [14,] 1206 1208 1208 1205 1207 1207 1205 1208 1208 1206 1208 1206
#> [15,] 954 956 956 957 958 958 957 956 956 954 954 952
#> [16,] 691 688 690 688 686 686 688 690 688 691 687 690
#> [17,] 409 409 409 409 409 409 409 409 409 409 413 407
#> [18,] 139 139 141 138 139 139 138 141 139 139 138 140
#> [,62] [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72]
#> [1,] 3015 2998 3025 2698 222 0 0 0 0 0 0
#> [2,] 3123 3106 3136 3123 2339 116 0 0 0 0 0
#> [3,] 3111 3090 3121 3111 3103 2423 371 0 0 0 0
#> [4,] 3008 2994 3026 3008 3009 3007 2868 1565 401 0 0
#> [5,] 2934 2920 2953 2934 2931 2933 2933 2933 2931 2595 2233
#> [6,] 2815 2796 2830 2815 2816 2819 2815 2814 2815 2816 2817
#> [7,] 2661 2641 2676 2661 2659 2661 2662 2662 2660 2660 2668
#> [8,] 2520 2504 2540 2520 2522 2516 2523 2520 2523 2520 2513
#> [9,] 2322 2309 2345 2322 2324 2320 2320 2321 2321 2323 2326
#> [10,] 2124 2100 2137 2124 2122 2125 2122 2127 2127 2121 2130
#> [11,] 1934 1920 1958 1934 1937 1941 1937 1936 1935 1938 1926
#> [12,] 1710 1693 1731 1710 1714 1706 1713 1709 1710 1711 1713
#> [13,] 1456 1436 1475 1456 1458 1457 1457 1457 1454 1458 1459
#> [14,] 1207 1187 1225 1207 1206 1208 1206 1208 1208 1205 1207
#> [15,] 959 934 974 959 952 954 954 956 956 957 958
#> [16,] 689 670 710 689 690 687 691 688 690 688 686
#> [17,] 410 391 430 410 407 413 409 409 409 409 409
#> [18,] 140 119 159 140 140 138 139 139 141 138 139
#>
#> $gap_pixels
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13]
#> [1,] 0 0 0 0 0 0 222 2665 2985 3005 2999 3001 3002
#> [2,] 0 0 0 0 0 116 2316 3108 3084 3134 3079 3100 3124
#> [3,] 0 0 0 0 248 2091 2847 2716 2818 2938 2840 2919 3048
#> [4,] 0 0 398 1490 2491 2576 2377 2444 2749 2530 2769 2636 2740
#> [5,] 1922 1920 2174 2599 2634 2498 2466 2521 2532 2413 2420 2603 2590
#> [6,] 2534 2383 2365 2083 1974 2146 2357 2460 2071 2480 2613 2421 2239
#> [7,] 2121 2162 1861 1907 2125 2035 2044 1996 1920 2191 2446 2330 1994
#> [8,] 1911 2170 1862 1875 1771 1839 2131 1766 1759 1943 2228 2183 2289
#> [9,] 2244 2283 2294 2238 2245 2244 2183 2046 2142 2102 2045 2086 2165
#> [10,] 2063 2042 2007 2020 2023 2082 2067 2104 2088 2077 2066 2050 2060
#> [11,] 1829 1874 1857 1869 1879 1859 1853 1854 1840 1852 1825 1800 1835
#> [12,] 1562 1631 1637 1656 1667 1658 1682 1683 1618 1693 1686 1678 1662
#> [13,] 1353 1325 1397 1413 1449 1457 1458 1446 1413 1472 1453 1458 1457
#> [14,] 1163 1166 1201 1200 1206 1208 1206 1207 1187 1225 1207 1206 1208
#> [15,] 950 957 956 956 954 954 952 959 934 974 959 952 954
#> [16,] 681 688 690 687 689 685 690 689 670 710 689 690 682
#> [17,] 401 408 398 398 389 391 391 401 381 426 387 398 389
#> [18,] 130 131 134 132 136 129 134 133 117 159 140 140 138
#> [,14] [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25]
#> [1,] 3015 2964 3008 3006 2985 2962 2867 2975 2951 2917 2956 2984
#> [2,] 3055 3077 3107 3048 3116 3071 3072 3071 3118 3050 3001 3106
#> [3,] 2844 2751 2963 3093 3040 3091 2825 3014 2749 2975 3075 2794
#> [4,] 2042 2423 2588 2583 2809 2758 2607 2313 2811 2823 2679 2689
#> [5,] 2000 2365 2357 2640 2811 2635 2498 2690 2696 2645 2614 2760
#> [6,] 2332 2187 2600 2445 2600 2344 2571 2545 2671 2633 2811 2795
#> [7,] 1896 2036 2047 1989 2314 2347 2455 2290 2213 2396 2626 2651
#> [8,] 2216 2324 2194 2307 2363 2435 2360 2522 2501 2480 2458 2479
#> [9,] 2083 2267 2086 2208 2309 2320 2306 2298 2285 2261 2270 2306
#> [10,] 2012 2115 2120 2104 2123 2122 2073 2107 2046 2019 1970 2002
#> [11,] 1778 1844 1909 1916 1839 1843 1875 1845 1829 1850 1881 1905
#> [12,] 1680 1693 1652 1665 1648 1699 1666 1708 1709 1713 1706 1714
#> [13,] 1457 1452 1433 1410 1459 1459 1425 1454 1457 1457 1457 1458
#> [14,] 1206 1148 1198 1188 1198 1204 1166 1208 1208 1206 1208 1206
#> [15,] 949 939 944 953 958 939 948 939 953 954 954 952
#> [16,] 679 687 690 680 669 663 662 650 685 691 687 690
#> [17,] 399 406 409 407 407 408 403 403 409 409 413 407
#> [18,] 136 137 136 134 133 136 133 137 137 138 138 139
#> [,26] [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37]
#> [1,] 2964 2954 2967 2638 214 0 0 0 0 0 0 0
#> [2,] 3061 2937 3113 3087 2334 116 0 0 0 0 0 0
#> [3,] 2832 2970 2950 2928 2803 2273 280 0 0 0 0 0
#> [4,] 2681 2931 2710 2454 2599 2510 2138 1319 362 0 0 0
#> [5,] 2761 2755 2823 2870 2848 2814 2656 2780 2640 2265 2068 2035
#> [6,] 2778 2732 2785 2802 2746 2728 2183 2163 2072 2689 2781 2782
#> [7,] 2655 2581 2644 2659 2645 2597 2592 2629 2641 2630 2616 2657
#> [8,] 2509 2476 2500 2486 2522 2468 2406 2440 2452 2498 2430 2488
#> [9,] 2269 2223 2258 2319 2309 2242 2236 2234 2307 2257 2227 2307
#> [10,] 2036 2072 2137 2124 2111 2076 2084 2091 2127 2092 2078 2068
#> [11,] 1934 1920 1958 1934 1912 1882 1889 1902 1935 1884 1906 1885
#> [12,] 1710 1693 1731 1710 1685 1628 1643 1630 1705 1687 1708 1656
#> [13,] 1456 1436 1475 1456 1438 1376 1428 1431 1451 1454 1459 1441
#> [14,] 1207 1187 1225 1207 1204 1193 1201 1153 1158 1172 1185 1196
#> [15,] 959 934 974 958 952 944 920 929 910 932 933 948
#> [16,] 689 670 710 689 690 682 686 670 672 669 683 680
#> [17,] 410 391 430 410 407 413 409 409 409 409 409 409
#> [18,] 138 119 159 140 139 137 139 138 141 138 138 139
#> [,38] [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49]
#> [1,] 0 0 0 0 0 156 2586 2877 2947 2973 2975 2974
#> [2,] 0 0 0 0 116 2277 2997 3015 3085 3062 3028 3068
#> [3,] 0 0 0 277 2083 2474 2363 2472 2480 2604 2450 2540
#> [4,] 0 395 1407 2542 2520 2421 2729 2659 2770 2487 2629 2365
#> [5,] 2043 2222 2256 2004 2319 2418 2343 2423 2520 1982 2202 2065
#> [6,] 2518 1778 1890 2218 2499 2334 2430 1732 1793 1935 2209 2024
#> [7,] 2634 2548 2398 2607 2346 2506 2354 2019 1953 1567 1995 2387
#> [8,] 2470 2474 2442 2314 2286 2480 2172 2067 1745 1483 1631 2242
#> [9,] 2266 2202 2193 2226 2283 2280 2159 2022 2057 2036 1929 2096
#> [10,] 2046 2023 2003 2068 2045 2044 2021 1945 1860 1872 1775 1884
#> [11,] 1907 1858 1849 1890 1868 1841 1823 1833 1840 1653 1653 1821
#> [12,] 1681 1671 1663 1684 1630 1633 1672 1605 1667 1636 1635 1663
#> [13,] 1434 1420 1408 1445 1424 1402 1447 1430 1461 1433 1446 1440
#> [14,] 1197 1179 1142 1139 1126 1161 1192 1187 1225 1203 1201 1208
#> [15,] 945 933 912 916 900 906 936 912 961 949 951 954
#> [16,] 684 657 651 676 668 664 659 655 704 689 690 687
#> [17,] 408 406 407 399 405 397 385 378 428 405 402 409
#> [18,] 138 141 138 133 129 139 134 116 154 140 140 137
#> [,50] [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61]
#> [1,] 2972 2963 2975 2998 2938 2919 2963 2994 2972 2961 2966 2934
#> [2,] 3058 3086 3052 2961 2982 3006 2937 3002 2992 2961 3027 2850
#> [3,] 2505 2331 2172 2388 1844 2363 2137 2437 1609 1934 2504 2805
#> [4,] 2415 2206 2322 2438 2037 2003 2038 2443 2369 2385 2338 2717
#> [5,] 1719 1938 2500 2436 2103 2323 2171 2406 2708 2439 2695 2358
#> [6,] 1805 1935 1829 2350 1708 1734 2129 1911 2406 2680 2676 2312
#> [7,] 2188 1736 1796 2101 1897 2368 2308 1783 2109 2632 2530 2186
#> [8,] 2381 1636 1696 1818 2108 2222 2072 2041 2131 2511 2390 2012
#> [9,] 2269 1580 1803 1466 2077 2278 2058 2032 1888 2251 2279 1891
#> [10,] 2042 1994 1776 1661 1977 2006 1944 2023 1755 2037 2043 1646
#> [11,] 1918 1868 1706 1685 1649 1819 1722 1812 1496 1866 1753 1538
#> [12,] 1710 1707 1660 1638 1553 1486 1610 1561 1500 1521 1629 1353
#> [13,] 1457 1457 1450 1424 1415 1401 1386 1357 1370 1338 1454 1332
#> [14,] 1201 1184 1190 1174 1180 1150 1146 1176 1153 1125 1178 1089
#> [15,] 952 932 923 894 933 950 937 921 938 912 931 910
#> [16,] 691 688 690 688 686 675 674 660 678 683 678 690
#> [17,] 406 407 409 409 409 409 407 408 408 394 408 404
#> [18,] 135 138 137 138 139 139 138 141 139 139 138 140
#> [,62] [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72]
#> [1,] 2947 2958 3010 2692 222 0 0 0 0 0 0
#> [2,] 2872 2966 2982 3080 2295 115 0 0 0 0 0
#> [3,] 2512 2020 2415 1883 2515 2306 272 0 0 0 0
#> [4,] 2732 2034 2561 2513 2328 2766 2479 1324 330 0 0
#> [5,] 2475 2343 2434 2710 2211 2358 2615 2593 2261 2155 1750
#> [6,] 2198 2488 2685 2735 2495 2253 2471 2083 2263 2298 2007
#> [7,] 1926 2205 2630 2566 2510 2473 2525 2432 2174 2135 1883
#> [8,] 2091 2224 2488 2504 2456 2512 2416 2336 2405 1964 2136
#> [9,] 1985 2126 2098 2086 2197 2266 2168 2025 1729 1835 2108
#> [10,] 1783 1939 1710 1444 2000 1919 2017 1623 1571 1968 2075
#> [11,] 1597 1669 1866 1692 1807 1792 1764 1840 1834 1843 1872
#> [12,] 1173 1506 1353 1015 1456 1574 1543 1505 1300 1413 1595
#> [13,] 1385 1019 986 1071 1161 1176 1238 1160 1215 1082 1187
#> [14,] 1136 985 970 1019 917 987 1075 1068 1120 1155 1097
#> [15,] 880 844 897 878 915 894 833 908 938 943 952
#> [16,] 660 649 692 667 671 659 662 679 683 664 678
#> [17,] 405 387 430 404 401 394 402 409 405 395 403
#> [18,] 139 117 156 139 139 131 134 130 134 134 133
#>
#> $nRings
#> [1] 18
#>
#> $nSectors
#> [1] 72
#>
# }