This PipeOp extracts discrete wavelet transform coefficients from functional columns.
For more details, see wavelets::dwt(), which is called internally.
Parameters
The parameters are the parameters inherited from PipeOpTaskPreprocSimple,
as well as the following parameters:
filter::character(1)|numeric()|wavelets::wt.filter()
Specifies which filter should be used. Must be eitherwavelets::wt.filter()object, an even numeric vector or a string. In case of a string must be one of"d"|"la"|"bl"|"c"followed by an even number for the level of the filter. The level of the filter needs to be smaller or equal then the time-series length. For more information and acceptable filters seehelp(wt.filter). Defaults to"la8".n.levels::integer(1)
An integer specifying the level of the decomposition.boundary::character(1)
Boundary to be used."periodic"assumes circular time series, for"reflection"the series is extended to twice its length. Default is"periodic".fast::logical(1)
Should the pyramid algorithm be calculated with an internal C function? Default isTRUE.
Super classes
mlr3pipelines::PipeOp -> mlr3pipelines::PipeOpTaskPreproc -> mlr3pipelines::PipeOpTaskPreprocSimple -> PipeOpFDAWavelets
Methods
Method new()
Initializes a new instance of this Class.
Usage
PipeOpFDAWavelets$new(id = "fda.wavelets", param_vals = list())Examples
task = tsk("fuel")
po_wavelets = po("fda.wavelets")
task_wavelets = po_wavelets$train(list(task))[[1L]]
task_wavelets$data()
#> heatan h20 NIR_wav_la8_1 NIR_wav_la8_2 NIR_wav_la8_3 NIR_wav_la8_4
#> <num> <num> <num> <num> <num> <num>
#> 1: 26.7810 2.3000 0.016162576 -0.049774573 -0.002390476 0.08041782
#> 2: 27.4720 3.0000 -0.008291343 0.031142025 -0.116628695 0.01118454
#> 3: 23.8400 2.0002 -0.032458342 -0.007206059 -0.108999067 -0.14875271
#> 4: 18.1680 1.8500 -0.009575289 0.029683228 0.104551604 0.01509850
#> 5: 17.5170 2.3898 -0.002989201 0.116117394 0.076426808 0.01112629
#> ---
#> 125: 23.8340 2.1100 0.081790924 0.016261738 -0.012354285 0.04183710
#> 126: 11.8050 1.6200 0.060380229 0.304587519 -0.034989199 -0.02093015
#> 127: 8.8315 1.4200 0.080056183 0.388039094 0.032867099 -0.04492076
#> 128: 11.3450 1.4800 -0.104472518 0.125535081 0.049578521 -0.07256410
#> 129: 28.9940 2.5000 -0.033829931 0.005108979 0.046826167 0.03105921
#> NIR_wav_la8_5 NIR_wav_la8_6 NIR_wav_la8_7 NIR_wav_la8_8 NIR_wav_la8_9
#> <num> <num> <num> <num> <num>
#> 1: -0.0734024990 0.017149842 -0.001579020 -0.025845436 -0.032646305
#> 2: 0.0902249857 0.036068032 0.013335558 0.009956634 0.016277642
#> 3: 0.0102481620 -0.064216329 0.039240944 -0.038089998 -0.021716844
#> 4: 0.0295872375 -0.056438351 0.007388530 0.048901990 -0.019506012
#> 5: -0.0408095554 -0.035049658 -0.030335161 0.017486305 -0.028187984
#> ---
#> 125: -0.0884396022 -0.012630286 -0.010087080 -0.003601820 0.010274301
#> 126: -0.0644916350 -0.102720589 -0.001295238 -0.053410342 0.017199047
#> 127: 0.0222945712 -0.045036925 -0.031607634 0.004024933 0.011868507
#> 128: -0.0006335419 -0.008056876 0.011104189 0.088145730 -0.001736569
#> 129: -0.0040411859 0.026308552 -0.026352344 -0.005627405 0.028240924
#> NIR_wav_la8_10 NIR_wav_la8_11 NIR_wav_la8_12 NIR_wav_la8_13 NIR_wav_la8_14
#> <num> <num> <num> <num> <num>
#> 1: 0.018194966 -0.0068601623 -0.033167510 -0.0062985312 0.039873124
#> 2: -0.005704153 -0.0349164447 -0.003164084 -0.0283508879 0.008524395
#> 3: 0.031585279 0.0603739060 0.022507498 -0.0318994246 -0.020897330
#> 4: -0.088902922 -0.0631426987 0.018407698 0.0276861582 0.040400377
#> 5: 0.040843618 -0.0320653282 0.011592195 0.0484605523 0.015539589
#> ---
#> 125: -0.051974438 -0.0212515547 0.002244448 0.0280329623 0.019874990
#> 126: 0.015605181 -0.0152475105 0.006564820 -0.0154635343 -0.011792685
#> 127: 0.031268010 0.0005713871 -0.042926361 -0.0249017735 -0.031170124
#> 128: 0.016562518 -0.0248878733 -0.012501906 -0.0008058279 -0.014922115
#> 129: 0.003607283 0.0802280778 0.015908968 -0.0211459165 0.002206520
#> NIR_wav_la8_15 NIR_wav_la8_16 NIR_wav_la8_17 NIR_wav_la8_18 NIR_wav_la8_19
#> <num> <num> <num> <num> <num>
#> 1: -0.033111144 0.0419669282 2.156818e-02 -0.0332811753 0.011739524
#> 2: -0.012413374 -0.0132362050 5.284402e-03 -0.0220559488 0.007812228
#> 3: 0.013204198 0.0085231861 -2.909236e-02 -0.0060675089 -0.007170915
#> 4: 0.041364764 -0.0039620050 3.399618e-05 -0.0288472432 -0.022717048
#> 5: 0.011645779 -0.0243890538 1.693973e-02 -0.0531265371 -0.018189885
#> ---
#> 125: -0.034005573 0.0047378287 2.362991e-02 0.0287101193 -0.067546284
#> 126: -0.045052485 -0.0005516331 1.877015e-02 -0.0001115885 0.007553090
#> 127: -0.031634604 -0.0149782077 3.700345e-03 0.0025429400 0.009706010
#> 128: 0.016917979 -0.0005063223 -3.406538e-02 0.0189608575 0.004726322
#> 129: -0.005512852 0.0210775876 -7.778841e-02 -0.0625765620 0.004545852
#> NIR_wav_la8_20 NIR_wav_la8_21 NIR_wav_la8_22 NIR_wav_la8_23 NIR_wav_la8_24
#> <num> <num> <num> <num> <num>
#> 1: 0.042848228 0.007779795 -0.037975966 0.0088978444 -0.024208281
#> 2: 0.014034166 -0.022499325 -0.018768645 0.0108497895 0.005240814
#> 3: 0.036318662 -0.008954762 0.006432365 -0.0029103545 0.014702047
#> 4: -0.033532214 0.033608932 0.033310224 -0.0068780294 0.003115512
#> 5: 0.021198921 -0.008508117 0.021546862 -0.0091250934 0.033953984
#> ---
#> 125: -0.005119455 -0.016936431 0.017813681 -0.0079332104 -0.003311931
#> 126: 0.011705346 0.016423473 0.007471716 0.0363908255 -0.013965803
#> 127: -0.020789922 -0.011016743 -0.008620361 0.0001277606 -0.005801565
#> 128: 0.015997898 -0.023124655 -0.003773935 0.0297187078 -0.004246520
#> 129: 0.011988068 -0.017403947 0.032043034 0.0251706086 0.008531031
#> NIR_wav_la8_25 NIR_wav_la8_26 NIR_wav_la8_27 NIR_wav_la8_28 NIR_wav_la8_29
#> <num> <num> <num> <num> <num>
#> 1: -0.021977032 -0.021891525 -0.0063072545 -0.007108320 -0.0063163103
#> 2: 0.005219508 -0.004579853 0.0191594161 -0.007838403 0.0049849725
#> 3: -0.013343260 0.010941803 0.0009498544 -0.008776873 -0.0052351482
#> 4: -0.012558715 0.017936758 0.0173125811 0.003121412 0.0016148264
#> 5: 0.014466565 -0.008451868 0.0236515775 0.002900316 0.0134750926
#> ---
#> 125: -0.007773898 -0.009399275 0.0032354345 0.010469830 0.0034182785
#> 126: -0.031158579 0.009805629 -0.0005620719 -0.005648733 -0.0141809867
#> 127: 0.002104047 -0.008424420 0.0176082236 0.013668554 -0.0233185521
#> 128: -0.028414678 -0.026527116 -0.0113874913 -0.022305440 0.0045265383
#> 129: 0.018840324 0.002311125 -0.0201725372 0.014922246 -0.0004343708
#> NIR_wav_la8_30 NIR_wav_la8_31 NIR_wav_la8_32 NIR_wav_la8_33 NIR_wav_la8_34
#> <num> <num> <num> <num> <num>
#> 1: 0.0024272930 0.023782183 -0.0074050303 0.003837096 0.0027755012
#> 2: 0.0085780411 -0.016777748 -0.0083387225 -0.021018700 0.0005634705
#> 3: -0.0169883750 -0.004309246 -0.0068649555 0.004412413 -0.0150967263
#> 4: -0.0029960597 -0.002353956 -0.0111062299 0.007530873 -0.0158861178
#> 5: 0.0111928520 0.005068845 0.0108371641 0.009247565 0.0126705868
#> ---
#> 125: -0.0137590478 -0.024930361 -0.0014120105 0.007823810 0.0043251435
#> 126: 0.0061437577 -0.006353078 0.0098142073 0.004578709 0.0057939501
#> 127: 0.0097245673 0.014638999 0.0001579633 0.007271098 0.0103267985
#> 128: -0.0064775322 0.030955769 -0.0015494942 -0.007924469 -0.0048378183
#> 129: -0.0005010933 -0.004298311 -0.0049331581 -0.010864768 -0.0261820853
#> NIR_wav_la8_35 NIR_wav_la8_36 NIR_wav_la8_37 NIR_wav_la8_38 NIR_wav_la8_39
#> <num> <num> <num> <num> <num>
#> 1: -0.019568707 -0.002149727 -0.0102636511 -0.0086642424 0.0054327636
#> 2: 0.002816836 -0.013858679 -0.0004089503 0.0097042322 0.0139161988
#> 3: -0.013577416 0.007818054 0.0009283905 0.0057943680 0.0054822954
#> 4: 0.009616792 0.001403308 -0.0013526949 -0.0009792257 0.0049226521
#> 5: -0.003204606 0.005645725 0.0075243305 -0.0014497876 0.0009526907
#> ---
#> 125: 0.002774625 -0.003651273 -0.0005415646 0.0048127696 0.0027575733
#> 126: -0.003584846 0.001125678 0.0002030146 0.0058926263 -0.0123702106
#> 127: 0.002855419 -0.002943351 0.0136799474 0.0028293700 0.0027769933
#> 128: -0.008766304 0.010165467 -0.0083446519 -0.0069107242 0.0059922911
#> 129: -0.002017391 0.014276213 -0.0040553620 0.0022938304 -0.0106289128
#> NIR_wav_la8_40 NIR_wav_la8_41 NIR_wav_la8_42 NIR_wav_la8_43 NIR_wav_la8_44
#> <num> <num> <num> <num> <num>
#> 1: -8.012052e-03 0.0066905131 -0.002974071 -0.0015418356 0.0018307730
#> 2: 5.820781e-03 0.0071825327 0.006782167 0.0074696833 0.0013468373
#> 3: -3.158427e-05 0.0064685463 0.007147166 -0.0037630085 0.0069619033
#> 4: 1.191087e-02 -0.0046755308 -0.004973755 0.0076645412 -0.0078960963
#> 5: -6.752921e-04 0.0032815039 -0.007395995 -0.0050910024 0.0080225212
#> ---
#> 125: -5.132995e-03 -0.0023317629 -0.008203739 0.0031073489 -0.0052254892
#> 126: 6.559396e-03 0.0006961412 0.007351268 0.0050855418 -0.0093752581
#> 127: 2.173104e-03 -0.0081128716 0.003124443 -0.0085559342 -0.0005170481
#> 128: -6.242690e-03 -0.0127761321 -0.004189377 -0.0045465201 -0.0005614578
#> 129: -8.111514e-03 0.0061727122 0.002927632 0.0009538615 -0.0040155817
#> NIR_wav_la8_45 NIR_wav_la8_46 NIR_wav_la8_47 NIR_wav_la8_48 NIR_wav_la8_49
#> <num> <num> <num> <num> <num>
#> 1: 6.122145e-03 -0.000381652 -0.002375880 -0.0064842869 -0.0028631549
#> 2: -5.689423e-05 -0.003112258 -0.010406628 -0.0041812479 0.0079144125
#> 3: -1.808507e-02 0.004900311 0.005205560 -0.0001109527 -0.0039406783
#> 4: -8.548146e-03 -0.004027077 -0.002194315 0.0054926541 -0.0027772366
#> 5: 9.686957e-03 0.011137081 0.010309639 0.0030646311 0.0030834858
#> ---
#> 125: -1.950545e-03 0.006822904 -0.001283815 -0.0037391135 0.0046294877
#> 126: -9.767848e-03 -0.004250397 0.003546681 -0.0123367333 0.0120710387
#> 127: 5.199441e-03 0.004789345 -0.003513864 0.0085894091 0.0024116781
#> 128: -2.162699e-03 -0.005549404 -0.008226559 0.0013400498 -0.0043101631
#> 129: 5.575565e-03 -0.007373577 -0.001943624 0.0056179662 -0.0003848821
#> NIR_wav_la8_50 NIR_wav_la8_51 NIR_wav_la8_52 NIR_wav_la8_53 NIR_wav_la8_54
#> <num> <num> <num> <num> <num>
#> 1: 0.002671742 -0.002542557 1.994623e-03 0.0019811824 0.0034542364
#> 2: 0.007815099 -0.001023958 1.277619e-03 0.0013266128 0.0033134823
#> 3: -0.006317249 0.003440234 -6.340786e-03 0.0057196385 0.0037757274
#> 4: 0.003020309 -0.003265493 -4.860999e-03 -0.0043622629 0.0034098516
#> 5: -0.001923713 -0.002723172 -1.636948e-03 -0.0064464892 0.0006335573
#> ---
#> 125: -0.009245579 0.001118087 1.785599e-03 0.0049870778 0.0046444818
#> 126: -0.001551365 0.004065020 6.163052e-03 -0.0021915149 -0.0029972032
#> 127: -0.001393708 -0.002307885 -8.599509e-04 -0.0078337828 0.0037149525
#> 128: 0.002431095 -0.009142780 5.140712e-03 -0.0042702796 -0.0004084556
#> 129: -0.002099166 0.001160710 6.615375e-06 -0.0006985241 0.0015175764
#> NIR_wav_la8_55 NIR_wav_la8_56 NIR_wav_la8_57 NIR_wav_la8_58 NIR_wav_la8_59
#> <num> <num> <num> <num> <num>
#> 1: 0.0003536525 -0.001938393 -0.0004738369 0.0029102539 0.0084273373
#> 2: 0.0003256174 -0.002587357 -0.0033403154 -0.0032822257 0.0066935164
#> 3: 0.0054417642 -0.004074114 -0.0010945034 -0.0013915185 -0.0016360623
#> 4: 0.0062038628 0.002999033 -0.0008793537 -0.0005663035 -0.0010366321
#> 5: 0.0003178935 -0.001876441 0.0011013326 0.0022201725 0.0019651640
#> ---
#> 125: -0.0035932150 0.002297448 -0.0038671606 -0.0097317483 -0.0007621303
#> 126: -0.0033472675 -0.005907974 0.0012135904 -0.0031441820 -0.0004789341
#> 127: 0.0045273082 0.006758600 -0.0105937379 -0.0051036159 -0.0030097580
#> 128: 0.0002367082 -0.001368658 0.0034994845 0.0005072872 0.0008387593
#> 129: 0.0019614689 -0.001981311 0.0035411365 -0.0012828986 -0.0019547925
#> NIR_wav_la8_60 NIR_wav_la8_61 NIR_wav_la8_62 NIR_wav_la8_63 NIR_wav_la8_64
#> <num> <num> <num> <num> <num>
#> 1: -3.679768e-03 0.0072564193 -0.0032597068 -0.0011609229 0.0012289966
#> 2: -4.807432e-04 -0.0032949940 0.0006831937 0.0006619221 -0.0029833988
#> 3: -5.044188e-04 0.0010588392 0.0039336899 -0.0030169107 -0.0020481525
#> 4: -1.421366e-03 -0.0021597806 0.0053608980 0.0002128623 -0.0037746800
#> 5: -6.077412e-04 -0.0048654154 0.0032730222 -0.0004028708 -0.0004380652
#> ---
#> 125: -2.557623e-03 -0.0004889247 -0.0011317933 -0.0029702325 0.0028047149
#> 126: 1.857677e-03 0.0025971899 0.0002951857 -0.0047881383 -0.0015563693
#> 127: -6.401931e-03 -0.0001651329 0.0019543875 0.0017705385 0.0005059696
#> 128: 5.504474e-05 -0.0003425173 -0.0037281616 -0.0014135170 -0.0004403848
#> 129: 1.370120e-03 0.0006039621 -0.0019693831 -0.0008987655 -0.0004335471
#> NIR_wav_la8_65 NIR_wav_la8_66 NIR_wav_la8_67 NIR_wav_la8_68 NIR_wav_la8_69
#> <num> <num> <num> <num> <num>
#> 1: -0.0014192729 -9.636227e-04 -1.868605e-03 -0.0027859823 0.0054793290
#> 2: -0.0013088056 -2.411273e-05 -3.625398e-04 -0.0040008899 0.0037551580
#> 3: 0.0029090880 -1.457481e-03 3.594736e-03 -0.0012871576 0.0016924095
#> 4: 0.0008642074 6.572480e-04 9.013470e-05 0.0015286385 0.0032914674
#> 5: 0.0002339552 4.558005e-03 8.761642e-05 0.0012621115 0.0029705414
#> ---
#> 125: 0.0016610115 2.721186e-03 -3.536809e-03 -0.0001031192 -0.0044188215
#> 126: 0.0018099738 -6.796139e-03 -2.424707e-03 -0.0002532182 0.0010544635
#> 127: 0.0007116978 2.198872e-03 -6.389959e-03 -0.0010718226 0.0001453706
#> 128: -0.0001308708 -1.370134e-03 -2.451616e-03 0.0036712104 -0.0019882080
#> 129: 0.0026177043 3.077198e-03 -2.735909e-03 -0.0005309199 -0.0006750934
#> NIR_wav_la8_70 NIR_wav_la8_71 NIR_wav_la8_72 NIR_wav_la8_73 NIR_wav_la8_74
#> <num> <num> <num> <num> <num>
#> 1: -1.584895e-03 0.0029809684 0.0045879127 2.230408e-04 1.172381e-04
#> 2: 4.214380e-03 0.0014927552 -0.0014467965 -1.215209e-03 6.178658e-03
#> 3: -9.708734e-04 0.0001434857 -0.0008286444 -3.019637e-03 6.556606e-04
#> 4: 8.608157e-04 0.0026992451 0.0020133702 -1.581416e-03 1.932609e-05
#> 5: -2.246345e-03 -0.0016385243 -0.0012523086 5.323432e-04 -2.401608e-03
#> ---
#> 125: -3.254946e-03 0.0015211760 0.0029616344 -2.773061e-05 5.466093e-05
#> 126: -1.944483e-05 -0.0031030768 -0.0029297317 3.030326e-03 -2.500964e-04
#> 127: -5.430737e-03 -0.0024917353 -0.0001039132 2.916982e-03 -1.430441e-03
#> 128: -1.419694e-03 -0.0018389078 0.0039523712 1.161595e-04 -1.677490e-03
#> 129: -3.196211e-04 -0.0025004695 -0.0027135052 -2.104281e-03 3.702121e-03
#> NIR_wav_la8_75 NIR_wav_la8_76 NIR_wav_la8_77 NIR_wav_la8_78 NIR_wav_la8_79
#> <num> <num> <num> <num> <num>
#> 1: -0.0003471414 9.042508e-04 -0.0012627421 2.740434e-03 -0.0005229903
#> 2: 0.0057820926 3.638248e-05 0.0003073402 -8.713356e-04 0.0003565811
#> 3: 0.0012873055 -1.602441e-03 -0.0013882361 -3.815217e-04 -0.0005873168
#> 4: -0.0019202705 -3.656605e-03 -0.0006994342 -2.128195e-03 -0.0004617765
#> 5: -0.0002801875 2.647423e-04 -0.0011016333 -8.563871e-04 0.0013257238
#> ---
#> 125: -0.0004852731 -2.631628e-03 -0.0003832396 -1.903650e-03 -0.0021830780
#> 126: 0.0014537873 -3.585741e-04 0.0001587794 6.933107e-05 -0.0005155892
#> 127: -0.0025344133 5.070834e-04 0.0005569598 2.843430e-03 0.0024886343
#> 128: 0.0016449334 2.222760e-04 -0.0008668846 -3.211701e-03 0.0024074396
#> 129: 0.0008154070 -1.911697e-03 0.0014406161 3.487502e-03 0.0004288128
#> NIR_wav_la8_80 NIR_wav_la8_81 NIR_wav_la8_82 NIR_wav_la8_83 NIR_wav_la8_84
#> <num> <num> <num> <num> <num>
#> 1: -0.0019842066 -0.0005841531 1.217337e-03 -0.0013767645 -2.044974e-04
#> 2: 0.0006055427 0.0001981300 1.818507e-03 -0.0007180596 -1.300466e-03
#> 3: 0.0012805598 -0.0016898633 -2.091507e-03 -0.0013935703 1.760251e-03
#> 4: 0.0003993154 -0.0021677699 -2.845491e-04 0.0017341812 -8.556449e-04
#> 5: 0.0003605909 -0.0015294602 -1.307972e-04 0.0026704825 1.417450e-03
#> ---
#> 125: -0.0004610563 0.0003689280 -1.483161e-03 0.0021759973 9.650034e-05
#> 126: -0.0013622481 -0.0013502552 8.802639e-04 0.0002864767 1.560956e-03
#> 127: -0.0011186745 0.0002627235 -6.810897e-05 0.0004915780 1.826486e-03
#> 128: 0.0005384837 0.0007590506 1.257367e-03 0.0011088911 1.307183e-04
#> 129: -0.0011387278 -0.0011892876 -2.484227e-03 -0.0001640709 2.911986e-03
#> NIR_wav_la8_85 NIR_wav_la8_86 NIR_wav_la8_87 NIR_wav_la8_88 NIR_wav_la8_89
#> <num> <num> <num> <num> <num>
#> 1: 0.0002328752 -0.0012091109 0.0003400335 0.0008153875 -1.121831e-03
#> 2: 0.0002784050 -0.0015163202 -0.0008477471 0.0006194606 1.887030e-03
#> 3: -0.0007037567 0.0010122155 -0.0001833304 0.0006381213 -9.124445e-04
#> 4: -0.0037140662 -0.0013352634 0.0007367097 0.0004965266 3.076529e-03
#> 5: -0.0014347773 0.0014312162 -0.0003302803 0.0024008967 -4.510692e-05
#> ---
#> 125: 0.0024057823 -0.0006558643 -0.0007224423 0.0015131405 1.574163e-03
#> 126: -0.0023516187 -0.0004585003 0.0004593170 0.0027616226 7.630903e-04
#> 127: -0.0004768751 -0.0006401329 -0.0012762711 0.0003166529 1.102846e-03
#> 128: -0.0003636721 -0.0004745397 -0.0001482293 0.0008094395 9.672133e-06
#> 129: -0.0001175275 0.0008803073 -0.0005584527 0.0013114338 -1.879314e-03
#> NIR_wav_la8_90 NIR_wav_la8_91 NIR_wav_la8_92 NIR_wav_la8_93 NIR_wav_la8_94
#> <num> <num> <num> <num> <num>
#> 1: 0.0012807505 3.095189e-04 0.0015537399 -0.0010347482 0.0033313351
#> 2: -0.0008086163 1.428594e-03 0.0003785419 -0.0003697977 -0.0020875244
#> 3: 0.0018086148 -8.643457e-04 0.0001092228 0.0008666029 0.0015115323
#> 4: -0.0007768965 4.350064e-04 0.0023531645 -0.0004988228 0.0002132428
#> 5: 0.0011476914 7.079914e-06 0.0005913895 0.0005167743 -0.0012633409
#> ---
#> 125: -0.0012519422 -8.339472e-04 -0.0001584102 -0.0013228061 -0.0004888370
#> 126: 0.0006482720 -2.454818e-03 0.0008006152 -0.0010611861 0.0009075872
#> 127: 0.0004284647 -5.885733e-04 -0.0005011127 -0.0005177678 0.0008731258
#> 128: -0.0003027254 -1.650870e-03 -0.0012485819 -0.0002659882 -0.0014019159
#> 129: -0.0012440581 -4.507266e-04 -0.0012209958 0.0008164605 0.0014451419
#> NIR_wav_la8_95 NIR_wav_la8_96 NIR_wav_la8_97 NIR_wav_la8_98 NIR_wav_la8_99
#> <num> <num> <num> <num> <num>
#> 1: 0.0008219823 -0.0008295285 0.0015773908 1.159507e-03 -0.0004337309
#> 2: -0.0013998906 0.0014421210 0.0014127304 1.139883e-03 0.0013020007
#> 3: -0.0006349444 0.0012655200 -0.0036456084 -2.573878e-04 -0.0001050060
#> 4: 0.0002614359 0.0029651486 -0.0005735534 3.735196e-04 -0.0002031780
#> 5: -0.0008330555 0.0012506015 0.0010529884 4.408768e-04 0.0004957822
#> ---
#> 125: 0.0006944949 -0.0008746345 0.0021616531 -6.962328e-04 0.0027866704
#> 126: -0.0008383843 -0.0011017143 0.0007270101 -6.827673e-04 -0.0009871232
#> 127: -0.0008149993 -0.0002916349 0.0006104731 5.506991e-05 0.0006417182
#> 128: 0.0020748850 -0.0004066655 0.0023645307 9.499818e-04 -0.0009805558
#> 129: -0.0011364281 0.0025022782 -0.0015224259 1.596611e-03 -0.0011578006
#> NIR_wav_la8_100 NIR_wav_la8_101 NIR_wav_la8_102 NIR_wav_la8_103
#> <num> <num> <num> <num>
#> 1: 9.876744e-04 -0.0001548165 -2.439294e-04 -0.0012149533
#> 2: 1.316125e-03 -0.0004480119 -8.263525e-04 0.0014024507
#> 3: -1.743616e-03 -0.0003242304 3.127108e-06 0.0002486668
#> 4: -2.010818e-05 0.0029776814 2.218390e-04 -0.0005394628
#> 5: 8.465874e-04 -0.0002364619 1.721132e-04 -0.0007182952
#> ---
#> 125: -8.604054e-04 0.0000362795 1.332790e-03 0.0005555571
#> 126: 1.059397e-03 0.0013093505 -1.596662e-03 -0.0004649098
#> 127: -4.547443e-04 -0.0014500326 -1.009809e-03 0.0013864594
#> 128: 2.092171e-03 0.0006295045 5.627332e-04 -0.0005886617
#> 129: -6.995607e-04 0.0006452544 -1.031995e-03 -0.0006678761
#> NIR_wav_la8_104 NIR_wav_la8_105 NIR_wav_la8_106 NIR_wav_la8_107
#> <num> <num> <num> <num>
#> 1: -0.0014955028 -0.0002840039 1.597753e-06 0.0009549693
#> 2: 0.0003254398 0.0004225303 -1.520123e-03 0.0024069323
#> 3: -0.0003196424 -0.0028998565 -1.312803e-03 0.0019962922
#> 4: 0.0011127835 0.0027793340 -7.794854e-04 0.0017806337
#> 5: -0.0012575860 0.0019190338 -1.931068e-03 0.0011425104
#> ---
#> 125: 0.0018483720 -0.0003930484 3.131321e-04 -0.0010471869
#> 126: 0.0008911818 0.0013697230 -9.687130e-04 -0.0014407567
#> 127: -0.0026914059 0.0028083904 9.891301e-04 -0.0018839289
#> 128: -0.0025707970 0.0022282937 -1.559559e-03 -0.0012123177
#> 129: 0.0011832737 -0.0011271447 -1.405581e-03 0.0012264012
#> NIR_wav_la8_108 NIR_wav_la8_109 NIR_wav_la8_110 NIR_wav_la8_111
#> <num> <num> <num> <num>
#> 1: -0.0000847713 -0.0036093950 -3.046198e-03 -1.048021e-03
#> 2: 0.0012688098 0.0031561840 1.168161e-03 -3.573010e-04
#> 3: -0.0006790828 0.0011696303 5.595792e-05 4.595285e-04
#> 4: 0.0005102639 0.0025494938 -1.858035e-03 1.565213e-03
#> 5: -0.0014998508 -0.0003142096 -1.317824e-03 6.084684e-04
#> ---
#> 125: 0.0014193974 -0.0003317178 -1.751023e-03 2.153059e-03
#> 126: -0.0017367111 0.0015606862 -1.617186e-03 4.799031e-04
#> 127: -0.0005048600 -0.0007678669 -2.274906e-03 -4.167357e-05
#> 128: -0.0017099576 -0.0010250753 -5.249178e-04 -7.027223e-05
#> 129: 0.0006930219 0.0030758052 5.830443e-04 5.273811e-04
#> NIR_wav_la8_112 NIR_wav_la8_113 NIR_wav_la8_114 NIR_wav_la8_115
#> <num> <num> <num> <num>
#> 1: 0.0004013740 0.0003757542 0.0037425606 -0.0077221044
#> 2: -0.0007257144 0.0004008069 0.0009518752 -0.0074038043
#> 3: 0.0011741537 0.0003069013 -0.0020306871 -0.0007561133
#> 4: -0.0018440543 -0.0015435140 0.0019813833 -0.0044815181
#> 5: 0.0006837502 0.0036371065 0.0043503614 -0.0073693317
#> ---
#> 125: 0.0010461734 0.0036273927 0.0014037154 -0.0126572846
#> 126: -0.0010004815 -0.0007675271 0.0095940135 -0.0119079188
#> 127: 0.0025464227 0.0020003620 0.0097938911 -0.0205550209
#> 128: 0.0021472630 -0.0048867283 -0.0035735020 0.0138346069
#> 129: -0.0014386677 0.0009579595 -0.0004610103 0.0054396462
#> NIR_wav_la8_116 NIR_wav_la8_117 NIR_wav_la8_118 NIR_wav_la8_119
#> <num> <num> <num> <num>
#> 1: -0.001070631 0.04013760 0.023894783 -0.039190438
#> 2: -0.015181172 0.11459277 0.032593634 -0.047301838
#> 3: 0.005381641 -0.01468799 0.003881336 0.062006387
#> 4: -0.002210818 0.03930582 0.022649478 0.061579556
#> 5: -0.017647508 0.13931387 -0.008986990 -0.031395617
#> ---
#> 125: -0.020773628 0.14383891 -0.011786158 -0.019514390
#> 126: -0.042524142 0.34185213 -0.028890008 -0.008211329
#> 127: -0.053919641 0.46038571 -0.017224212 0.033110261
#> 128: -0.005006461 0.01950640 -0.031306125 0.070638653
#> 129: 0.008227579 -0.05227959 -0.017789966 0.003783375
#> NIR_wav_la8_120 NIR_wav_la8_121 NIR_wav_la8_122 NIR_wav_la8_123
#> <num> <num> <num> <num>
#> 1: 0.038797808 0.025631746 -0.058909442 -0.032109296
#> 2: 0.111265967 0.003521076 -0.029606471 0.026458043
#> 3: -0.011425448 -0.020857513 -0.032075560 0.010983835
#> 4: -0.031653172 -0.028863845 0.031019225 -0.020686061
#> 5: 0.042014543 -0.032193931 -0.004364092 0.033820489
#> ---
#> 125: -0.127413582 0.008888682 -0.054258341 0.041260015
#> 126: -0.011971901 0.007256606 0.030877440 -0.006359562
#> 127: 0.010403681 -0.005580702 -0.031931463 -0.030218282
#> 128: 0.007450113 -0.001609121 0.043937411 0.006345370
#> 129: 0.099937092 0.073751431 -0.036754291 0.063334021
#> NIR_wav_la8_124 NIR_wav_la8_125 NIR_wav_la8_126 NIR_wav_la8_127
#> <num> <num> <num> <num>
#> 1: -0.022701927 -0.005758441 -0.006113555 0.013952593
#> 2: 0.065588328 0.007597282 0.027356035 0.003825731
#> 3: -0.014009681 0.002822147 -0.037082295 0.039364552
#> 4: -0.034232159 0.023476533 -0.008599399 0.002518168
#> 5: -0.018148557 0.001805169 -0.017247034 0.030007211
#> ---
#> 125: 0.059883743 -0.034912945 0.017577281 -0.023514259
#> 126: 0.044056001 0.003186475 -0.046586954 -0.006234821
#> 127: -0.005371025 0.036330482 -0.013828665 0.022790700
#> 128: -0.043931559 -0.022571313 -0.008127783 0.010386861
#> 129: 0.027615909 -0.008404681 -0.016118169 -0.006457579
#> NIR_wav_la8_128 NIR_wav_la8_129 NIR_wav_la8_130 NIR_wav_la8_131
#> <num> <num> <num> <num>
#> 1: -0.0093176986 0.023169341 0.011725004 -0.0229475526
#> 2: 0.0184141375 0.014471228 0.014220520 0.0070946626
#> 3: -0.0081024441 -0.017797310 -0.000448897 0.0077800211
#> 4: -0.0061203813 0.019113843 -0.022651002 0.0073137736
#> 5: 0.0001336738 0.020996368 -0.005477808 0.0004564088
#> ---
#> 125: 0.0121236804 -0.026352948 -0.018555401 -0.0025693703
#> 126: -0.0153081743 0.038396780 0.016267087 0.0141439134
#> 127: -0.0117255461 -0.007004333 -0.003294530 -0.0229395754
#> 128: -0.0007638683 -0.012316885 -0.005981796 0.0147076545
#> 129: -0.0109438615 -0.010022936 -0.004927863 -0.0051828502
#> NIR_wav_la8_132 NIR_wav_la8_133 NIR_wav_la8_134 NIR_wav_la8_135
#> <num> <num> <num> <num>
#> 1: 0.0004921895 0.0050350248 0.0012500016 -4.288075e-05
#> 2: -0.0137343235 0.0034952354 0.0062946901 -1.117316e-02
#> 3: -0.0010981613 0.0181929805 -0.0075854168 1.895897e-03
#> 4: -0.0048399053 0.0131167958 0.0010958369 -2.473910e-03
#> 5: 0.0090827685 0.0004057393 0.0016600524 5.050022e-03
#> ---
#> 125: 0.0028825303 -0.0038628398 0.0019835238 -1.859740e-03
#> 126: 0.0043078497 0.0042988663 -0.0008682398 3.687669e-03
#> 127: 0.0122693637 -0.0117116138 0.0018142494 -9.606317e-04
#> 128: 0.0064557501 0.0154891533 -0.0024066884 5.833850e-03
#> 129: 0.0102781106 0.0078545948 -0.0039129952 1.010152e-02
#> NIR_wav_la8_136 NIR_wav_la8_137 NIR_wav_la8_138 NIR_wav_la8_139
#> <num> <num> <num> <num>
#> 1: 0.0057369399 0.012499897 -3.274626e-05 1.005291e-05
#> 2: -0.0116869050 -0.007689599 1.070224e-02 9.161734e-03
#> 3: -0.0118420553 0.008485996 -3.253842e-05 -2.335447e-03
#> 4: 0.0123588189 0.003333715 2.814337e-03 1.526049e-04
#> 5: -0.0025212127 0.009508522 1.128877e-02 -4.508873e-03
#> ---
#> 125: -0.0046782291 -0.006682162 1.197135e-03 -3.650894e-03
#> 126: -0.0041636097 -0.001055167 -5.640174e-04 7.441787e-03
#> 127: 0.0002296005 -0.012672714 6.228957e-03 3.794366e-03
#> 128: 0.0006110074 0.004695723 -6.837565e-03 9.923733e-04
#> 129: 0.0049510730 -0.002445098 5.270692e-04 2.516739e-03
#> NIR_wav_la8_140 NIR_wav_la8_141 NIR_wav_la8_142 NIR_wav_la8_143
#> <num> <num> <num> <num>
#> 1: 5.454900e-03 0.0016582235 0.0005964851 0.0029221819
#> 2: 3.066863e-04 -0.0097139069 -0.0010717308 -0.0026924798
#> 3: -2.874717e-03 0.0015629945 -0.0013507601 0.0050364165
#> 4: -5.347993e-03 0.0006654466 0.0059970984 0.0001027552
#> 5: -3.702811e-03 -0.0053461237 0.0024839405 0.0028045408
#> ---
#> 125: -6.770694e-03 0.0031038911 0.0014393522 0.0030063500
#> 126: 5.605064e-05 -0.0017777822 0.0073240576 -0.0008989421
#> 127: 5.499289e-03 -0.0004165142 -0.0021853148 -0.0010373841
#> 128: -4.559808e-03 0.0013673616 0.0036286188 -0.0005227693
#> 129: 1.074387e-03 -0.0039882835 -0.0064253256 -0.0005580127
#> NIR_wav_la8_144 NIR_wav_la8_145 NIR_wav_la8_146 NIR_wav_la8_147
#> <num> <num> <num> <num>
#> 1: -0.0005573441 -3.729631e-05 0.002290915 2.686539e-03
#> 2: -0.0018081419 2.118746e-03 0.001863142 -1.620896e-03
#> 3: 0.0012186174 -7.187350e-03 -0.001517024 3.103507e-03
#> 4: 0.0023263766 -5.884777e-03 -0.001999758 6.428468e-03
#> 5: -0.0012785763 2.932484e-03 0.001654106 -3.623730e-03
#> ---
#> 125: -0.0003243732 -2.883618e-03 0.004304293 -4.386898e-03
#> 126: 0.0039179594 7.331537e-04 0.003586108 1.117921e-03
#> 127: -0.0013928511 -2.409513e-03 0.003715045 -3.794719e-03
#> 128: -0.0037458221 1.718389e-03 0.005695284 1.705546e-03
#> 129: 0.0024568229 -1.990905e-03 -0.002096425 5.101291e-05
#> NIR_wav_la8_148 NIR_wav_la8_149 NIR_wav_la8_150 NIR_wav_la8_151
#> <num> <num> <num> <num>
#> 1: 1.435445e-03 2.049128e-03 0.0002773928 -0.0016375199
#> 2: 4.290985e-03 -1.715029e-03 -0.0024436959 0.0045675365
#> 3: -8.828295e-04 3.075090e-03 -0.0028531763 0.0007839323
#> 4: 3.350621e-03 -2.326638e-03 0.0010270818 0.0003380564
#> 5: -2.545079e-03 6.211587e-04 -0.0016617681 -0.0030922187
#> ---
#> 125: 3.474670e-03 -1.859919e-03 -0.0047337163 -0.0010042012
#> 126: -2.271319e-04 -4.687588e-03 -0.0019362981 -0.0011035650
#> 127: -1.112517e-03 3.372111e-03 -0.0019287346 -0.0021879771
#> 128: -1.866000e-03 -4.153233e-05 0.0021382153 0.0029518321
#> 129: -1.422449e-05 -2.855262e-04 0.0030315345 -0.0044362618
#> NIR_wav_la8_152 NIR_wav_la8_153 NIR_wav_la8_154 NIR_wav_la8_155
#> <num> <num> <num> <num>
#> 1: 0.0040320024 0.0010326132 -0.0036090829 -0.0002539338
#> 2: 0.0005961570 -0.0006157802 -0.0019142857 -0.0022443673
#> 3: 0.0009272107 0.0002918233 -0.0034919849 -0.0009495290
#> 4: 0.0020847909 -0.0037240134 -0.0005260342 -0.0003293656
#> 5: 0.0008278574 -0.0030967320 -0.0004274744 -0.0001963609
#> ---
#> 125: 0.0007250704 0.0005386099 -0.0008939548 0.0004552614
#> 126: 0.0043600578 -0.0011265362 0.0031860520 -0.0004954511
#> 127: -0.0003602928 0.0014028480 0.0008427857 -0.0006763912
#> 128: 0.0034896488 -0.0028051723 -0.0027378828 -0.0013237649
#> 129: -0.0019529033 0.0006420296 -0.0004453020 -0.0014824093
#> NIR_wav_la8_156 NIR_wav_la8_157 NIR_wav_la8_158 NIR_wav_la8_159
#> <num> <num> <num> <num>
#> 1: -0.0001984279 0.0012750726 -0.0013762158 -3.853644e-06
#> 2: -0.0014435344 0.0005854343 -0.0024850855 -1.467241e-03
#> 3: -0.0006108492 0.0012128270 0.0011924319 -4.372663e-04
#> 4: 0.0009502082 0.0006188646 -0.0009026793 -1.129286e-03
#> 5: 0.0006505626 -0.0018221031 -0.0020182612 -1.917193e-03
#> ---
#> 125: -0.0021548664 0.0017864079 -0.0021737240 8.223749e-05
#> 126: -0.0005646682 -0.0009286955 0.0001816637 -2.559969e-05
#> 127: 0.0015807102 -0.0007400932 -0.0016059669 2.310539e-04
#> 128: -0.0009286134 -0.0008096787 -0.0022032233 -2.022499e-04
#> 129: -0.0013684606 0.0010807282 0.0017206906 7.576262e-04
#> NIR_wav_la8_160 NIR_wav_la8_161 NIR_wav_la8_162 NIR_wav_la8_163
#> <num> <num> <num> <num>
#> 1: 4.651267e-04 -1.361434e-05 0.0003181492 -0.0002331343
#> 2: 9.449484e-05 1.091700e-03 0.0008214060 0.0007238573
#> 3: 2.611247e-03 3.211217e-06 -0.0013870997 -0.0014134928
#> 4: 8.474903e-05 -8.296940e-04 0.0004476737 -0.0009614401
#> 5: -1.045526e-04 7.611997e-05 0.0011810596 0.0010920634
#> ---
#> 125: 1.156969e-03 2.547883e-04 -0.0004235976 -0.0014806515
#> 126: -1.998083e-04 2.638412e-04 -0.0008896520 0.0015756462
#> 127: 5.302480e-04 3.496326e-03 0.0001543064 0.0009178735
#> 128: 6.950920e-04 1.419577e-03 0.0001630521 0.0012061626
#> 129: 4.911511e-04 1.032362e-03 0.0011100124 -0.0004388412
#> NIR_wav_la8_164 NIR_wav_la8_165 NIR_wav_la8_166 NIR_wav_la8_167
#> <num> <num> <num> <num>
#> 1: 0.0005824709 -0.0005731697 1.544027e-03 -1.846810e-04
#> 2: 0.0009919802 -0.0030527318 1.262461e-03 -1.017909e-03
#> 3: 0.0013268134 -0.0016588348 -8.131087e-05 -3.712884e-04
#> 4: 0.0048239766 -0.0025178067 2.142863e-03 -1.455701e-03
#> 5: 0.0034892278 -0.0012449892 6.231982e-04 -1.677348e-03
#> ---
#> 125: 0.0012299967 -0.0002680393 2.742675e-04 5.075886e-04
#> 126: -0.0040768981 0.0014955137 -2.508437e-03 4.801328e-05
#> 127: -0.0020219169 0.0025779766 -1.356525e-03 -8.762386e-04
#> 128: -0.0025869534 0.0033453536 9.106349e-05 3.798812e-03
#> 129: 0.0008781499 -0.0020275556 1.815822e-05 -9.191797e-04
#> NIR_wav_la8_168 NIR_wav_la8_169 NIR_wav_la8_170 NIR_wav_la8_171
#> <num> <num> <num> <num>
#> 1: 0.000997283 6.515315e-04 -0.0063266055 7.751146e-04
#> 2: 0.002635784 -2.735518e-03 0.0087275028 4.882347e-05
#> 3: 0.001344561 -2.190215e-03 0.0061175975 -2.200314e-03
#> 4: 0.001015809 -2.655006e-03 0.0020240801 -3.006667e-03
#> 5: -0.000221280 -1.648042e-05 0.0001002641 -1.151544e-03
#> ---
#> 125: -0.001855562 -2.053559e-04 -0.0022898017 6.176331e-04
#> 126: -0.004961848 4.261206e-03 -0.0048466965 2.625018e-03
#> 127: -0.004100976 4.761789e-03 -0.0077269020 -4.495105e-04
#> 128: -0.004017276 3.046255e-03 -0.0113463789 3.004957e-03
#> 129: 0.003192292 -6.276770e-03 0.0064426240 -2.328732e-03
#> NIR_wav_la8_172 NIR_wav_la8_173 NIR_wav_la8_174 NIR_wav_la8_175
#> <num> <num> <num> <num>
#> 1: 1.879985e-03 -0.003650899 0.042386611 0.08294606
#> 2: 7.977465e-04 -0.017178546 0.161455883 -0.04899902
#> 3: 8.493586e-05 0.009629169 -0.009858992 0.02856717
#> 4: 3.935137e-03 0.003941852 0.019212907 0.01387613
#> 5: 3.930864e-03 -0.020769925 0.129317009 -0.10194237
#> ---
#> 125: 4.891762e-03 -0.019766531 0.117635618 -0.04913107
#> 126: 4.857801e-03 -0.055972534 0.313389840 -0.16573471
#> 127: 1.520893e-03 -0.064663775 0.389171252 -0.12582341
#> 128: -1.454420e-03 -0.024399762 0.080228367 -0.06618042
#> 129: -1.554562e-03 0.013304510 -0.029313921 0.01984669
#> NIR_wav_la8_176 NIR_wav_la8_177 NIR_wav_la8_178 NIR_wav_la8_179
#> <num> <num> <num> <num>
#> 1: 2.862806e-03 -0.0185387472 -0.012979440 -0.004830467
#> 2: 3.119541e-02 -0.0003318219 0.008313973 0.018043868
#> 3: -3.357703e-02 -0.0170447361 0.038511258 0.022191300
#> 4: -1.121341e-02 -0.0304372634 0.021246382 -0.002217939
#> 5: 5.866875e-02 0.0027435996 0.023554545 -0.009102055
#> ---
#> 125: -8.506699e-02 -0.0004573467 -0.029509301 -0.024896191
#> 126: -3.245440e-02 0.0586958971 0.023462706 0.015292944
#> 127: 3.662968e-02 -0.0027753128 -0.017848577 -0.036998593
#> 128: 4.190212e-02 -0.0013628071 0.019614944 -0.030296240
#> 129: 8.917283e-05 -0.0180089525 0.005724105 0.008131134
#> NIR_wav_la8_180 NIR_wav_la8_181 NIR_wav_la8_182 NIR_wav_la8_183
#> <num> <num> <num> <num>
#> 1: -0.021482402 -0.0049207298 -0.0035944175 -0.0022725126
#> 2: 0.005238100 0.0037982464 -0.0194921555 0.0082300924
#> 3: 0.013611322 -0.0068416730 -0.0042884324 0.0097943550
#> 4: 0.032140720 -0.0248973621 -0.0130516962 -0.0128933684
#> 5: -0.027793651 -0.0057752188 -0.0076727698 0.0031390933
#> ---
#> 125: 0.034517321 0.0079978597 0.0003240144 -0.0003693363
#> 126: 0.011246939 -0.0009359608 -0.0033965123 -0.0073683936
#> 127: 0.004266842 0.0041684209 0.0055788957 -0.0128442882
#> 128: -0.018182509 -0.0287274170 -0.0240812560 0.0025593603
#> 129: 0.012237643 -0.0219050292 0.0011633314 0.0139068765
#> NIR_wav_la8_184 NIR_wav_la8_185 NIR_wav_la8_186 NIR_wav_la8_187
#> <num> <num> <num> <num>
#> 1: -0.0016231819 0.0041094831 0.0079408967 -0.0063430633
#> 2: -0.0058618739 0.0087603033 0.0002860616 -0.0040385067
#> 3: -0.0166883537 -0.0077732442 0.0021990021 0.0017106246
#> 4: 0.0088152083 0.0021886449 -0.0008724313 0.0001814738
#> 5: -0.0075493109 -0.0064244778 0.0016555716 -0.0099524217
#> ---
#> 125: 0.0042182041 0.0028244737 -0.0054861843 0.0070872690
#> 126: 0.0033907222 -0.0055996176 -0.0058092673 0.0034261869
#> 127: 0.0025964972 0.0051703817 -0.0019715907 0.0012699187
#> 128: -0.0036247231 -0.0021008232 0.0040346537 -0.0021433509
#> 129: -0.0006988714 -0.0009240796 0.0006470169 -0.0007563383
#> NIR_wav_la8_188 NIR_wav_la8_189 NIR_wav_la8_190 NIR_wav_la8_191
#> <num> <num> <num> <num>
#> 1: 0.001645604 -0.0044451677 0.0025639650 0.0013812537
#> 2: 0.001765201 0.0013766620 0.0013331150 -0.0001793750
#> 3: -0.004041517 -0.0021357063 -0.0008631671 0.0029221928
#> 4: 0.004721153 0.0026797499 0.0018005185 0.0012354982
#> 5: 0.005332840 -0.0003388056 -0.0034986493 -0.0055337573
#> ---
#> 125: 0.002495790 -0.0006339349 -0.0003866790 -0.0003993293
#> 126: 0.001004987 -0.0046143672 -0.0015420902 0.0018974433
#> 127: -0.004297345 0.0015971307 0.0034604106 -0.0015215299
#> 128: -0.003248732 0.0032785180 0.0010495128 -0.0013502649
#> 129: 0.004052137 0.0024738778 0.0028507905 0.0013437146
#> NIR_wav_la8_192 NIR_wav_la8_193 NIR_wav_la8_194 NIR_wav_la8_195
#> <num> <num> <num> <num>
#> 1: -0.0025604968 -1.977520e-03 0.0004984594 0.0007124045
#> 2: -0.0030420274 5.887287e-04 0.0021531924 -0.0007674919
#> 3: -0.0023740486 -3.328737e-06 -0.0020066233 -0.0023880636
#> 4: -0.0013308878 -2.149841e-03 -0.0014501374 -0.0006261912
#> 5: -0.0023578742 -1.065332e-03 0.0013422271 -0.0006481091
#> ---
#> 125: -0.0014506835 -4.540665e-05 -0.0007440028 0.0004541349
#> 126: 0.0025540910 -2.394798e-03 0.0002814990 -0.0008285328
#> 127: 0.0023914570 2.989824e-03 0.0010794612 0.0010774511
#> 128: 0.0001835971 -5.679945e-04 0.0006403923 0.0020966402
#> 129: -0.0024309081 1.217532e-03 -0.0012056079 0.0004835689
#> NIR_wav_la8_196 NIR_wav_la8_197 NIR_wav_la8_198 NIR_wav_la8_199
#> <num> <num> <num> <num>
#> 1: -2.819185e-03 0.0024537822 -0.004006699 0.0007856064
#> 2: 1.619329e-03 -0.0023383860 0.008436661 -0.0018975198
#> 3: -1.658382e-03 -0.0005253182 0.002567697 -0.0013684446
#> 4: -1.389304e-03 -0.0027624939 0.003443060 -0.0036076225
#> 5: -4.831785e-04 -0.0016228775 0.003697947 -0.0013947198
#> ---
#> 125: 7.867887e-04 0.0033013460 -0.002558078 0.0036872646
#> 126: 3.286294e-03 0.0018727704 -0.003964119 0.0001241606
#> 127: 2.288457e-03 0.0017529108 -0.004205718 0.0001984070
#> 128: -1.255349e-05 0.0035587902 -0.007655195 0.0029346732
#> 129: 1.979894e-03 0.0004177215 0.002441380 -0.0004922962
#> NIR_wav_la8_200 NIR_wav_la8_201 NIR_wav_la8_202 NIR_wav_la8_203
#> <num> <num> <num> <num>
#> 1: 4.074449e-03 -0.0041664294 0.010068746 -0.106879785
#> 2: -7.774349e-03 -0.0184379070 0.009761126 -0.177660142
#> 3: -3.811872e-03 -0.0006360567 0.005548983 0.018108589
#> 4: -4.935769e-04 -0.0040876322 0.002836413 -0.002184925
#> 5: 3.970473e-03 -0.0144565231 0.002823082 -0.175848428
#> ---
#> 125: 9.282279e-05 -0.0151938013 0.012159806 -0.225488292
#> 126: 6.584269e-03 -0.0350812271 0.005611685 -0.428107004
#> 127: 1.133814e-02 -0.0451181349 0.005056958 -0.496891208
#> 128: 1.282607e-02 -0.0078058201 -0.003291333 -0.120497457
#> 129: -6.945357e-03 -0.0005682761 0.008941450 0.037323660
#> NIR_wav_la8_204 NIR_wav_la8_205 NIR_wav_la8_206 NIR_wav_la8_207
#> <num> <num> <num> <num>
#> 1: -0.040338035 0.0003728997 -0.0011085719 0.002473381
#> 2: 0.131708951 0.0168269006 -0.0016809707 -0.012711968
#> 3: -0.003431892 0.0288247812 0.0141757855 0.004490458
#> 4: 0.059665801 0.0137322410 0.0109500828 0.002098321
#> 5: 0.051702381 -0.0293070423 0.0116938310 -0.005936346
#> ---
#> 125: 0.028602672 0.0396379330 0.0221975911 -0.001051254
#> 126: 0.155465661 0.0026939640 0.0232877074 -0.007399074
#> 127: 0.143449409 0.0080961185 -0.0004764407 0.002914291
#> 128: 0.094127667 0.0174242004 -0.0321754584 -0.006516991
#> 129: -0.047813673 -0.0158355588 0.0133057292 -0.005904167
#> NIR_wav_la8_208 NIR_wav_la8_209 NIR_wav_la8_210 NIR_wav_la8_211
#> <num> <num> <num> <num>
#> 1: -0.003425874 -0.0025943207 -0.0009438844 0.0031487458
#> 2: -0.006621677 0.0028344865 0.0078883949 -0.0013532663
#> 3: 0.010778091 0.0004160377 0.0004412951 -0.0037059630
#> 4: -0.005905539 -0.0037001990 -0.0016067920 -0.0065704269
#> 5: 0.001652497 -0.0022942894 -0.0008876180 0.0003233969
#> ---
#> 125: 0.002888255 0.0027841367 0.0030907782 0.0002596124
#> 126: -0.006025078 0.0001311148 -0.0001480438 -0.0026253959
#> 127: 0.002595580 -0.0064609051 0.0088915109 0.0001232333
#> 128: -0.010701099 -0.0071274894 -0.0005285036 -0.0034644525
#> 129: -0.001376042 0.0003262233 -0.0063941155 -0.0044362232
#> NIR_wav_la8_212 NIR_wav_la8_213 NIR_wav_la8_214 NIR_wav_la8_215
#> <num> <num> <num> <num>
#> 1: -7.643207e-04 0.0006394798 5.062360e-04 0.0004384276
#> 2: 6.723372e-05 -0.0010185079 -4.423548e-03 -0.0045994352
#> 3: 3.875809e-03 -0.0019124548 7.699849e-05 0.0002636230
#> 4: -2.578478e-03 -0.0036262293 1.443461e-03 -0.0007487539
#> 5: -6.725440e-04 0.0015737743 -9.400344e-04 -0.0031109517
#> ---
#> 125: 2.171721e-03 0.0005801753 3.960397e-04 -0.0050215954
#> 126: 6.837417e-04 0.0015314582 5.741531e-04 -0.0116074516
#> 127: -2.370391e-03 0.0022997825 -1.669283e-03 -0.0123796702
#> 128: -3.082073e-03 0.0025710601 1.293274e-04 -0.0027033852
#> 129: 2.228617e-03 -0.0012111098 -6.902378e-04 -0.0014392957
#> NIR_wav_la8_216 NIR_wav_la8_217 NIR_wav_la8_218 NIR_wav_la8_219
#> <num> <num> <num> <num>
#> 1: 0.030204217 -0.10584535 0.07955213 0.016356256
#> 2: -0.043850532 0.26730857 0.10634404 -0.011421318
#> 3: -0.005420525 -0.02657721 -0.01096914 0.001075548
#> 4: -0.013126280 0.05102559 0.02285964 -0.006720765
#> 5: -0.028769067 0.19349018 0.06525666 0.003551383
#> ---
#> 125: -0.017892691 0.08142644 0.04344221 0.023173101
#> 126: -0.083259832 0.48640984 0.19056099 0.002317881
#> 127: -0.112216296 0.64349210 0.20301561 -0.036387600
#> 128: 0.005196979 0.08858531 0.11170465 -0.008139777
#> 129: 0.005218612 -0.07524153 0.02007703 -0.007908980
#> NIR_wav_la8_220 NIR_wav_la8_221 NIR_wav_la8_222 NIR_wav_la8_223
#> <num> <num> <num> <num>
#> 1: -0.0039366216 3.400576e-03 3.06320280 2.48739235
#> 2: 0.0002265013 -5.776204e-03 2.80083382 2.91365220
#> 3: 0.0034145966 -6.888995e-04 -0.02920984 -0.09743143
#> 4: 0.0042865276 -5.067251e-03 0.11489488 0.11291877
#> 5: 0.0062179832 -1.205201e-03 0.81152065 0.86774524
#> ---
#> 125: 0.0007002657 4.012432e-04 0.94530723 1.02314511
#> 126: 0.0023587022 1.916562e-03 -0.56876965 -0.05606108
#> 127: 0.0062634750 1.972092e-03 -0.84932037 -0.19106493
#> 128: 0.0007440395 -8.550436e-05 1.39323937 1.06454508
#> 129: -0.0112793417 1.453276e-03 0.55112164 0.40299179
#> NIR_wav_la8_224 NIR_wav_la8_225 NIR_wav_la8_226 NIR_wav_la8_227
#> <num> <num> <num> <num>
#> 1: 2.13663544 2.69872158 3.0414760 3.2624804
#> 2: 1.61011345 1.96549147 2.2622444 2.5336833
#> 3: 0.08898848 0.17679044 0.1874926 0.1529953
#> 4: -0.02369595 0.06592732 0.1433604 0.1830823
#> 5: -0.21232724 0.08228505 0.3417113 0.5736957
#> ---
#> 125: 0.23895476 0.38555248 0.5576302 0.6744761
#> 126: -2.59385817 -2.41518705 -1.9864310 -1.4959479
#> 127: -3.48505931 -3.19671169 -2.6656239 -2.0406661
#> 128: -0.07360519 0.32843714 0.7387437 1.1177338
#> 129: 0.80457646 0.89668735 0.8993675 0.8253902
#> NIR_wav_la8_228 UVVIS_wav_la8_1 UVVIS_wav_la8_2 UVVIS_wav_la8_3
#> <num> <num> <num> <num>
#> 1: 3.27046522 -0.142399868 0.159060323 -0.036589571
#> 2: 2.70757234 -0.036227658 -0.266282566 -0.303075428
#> 3: 0.07413472 -0.091676101 -0.168448067 -0.122234551
#> 4: 0.17035266 -0.128199782 0.191466271 0.008442578
#> 5: 0.73090901 -0.112350124 0.063475142 -0.351098032
#> ---
#> 125: 0.80928650 -0.133872587 -0.038137010 -0.085615911
#> 126: -1.02445692 -0.082260022 0.310538226 0.138610499
#> 127: -1.43529326 0.003042144 -0.057432116 0.230133211
#> 128: 1.36941037 -0.012665231 0.005905068 0.035767592
#> 129: 0.71237665 -0.056623722 -0.408276258 -0.479779674
#> UVVIS_wav_la8_4 UVVIS_wav_la8_5 UVVIS_wav_la8_6 UVVIS_wav_la8_7
#> <num> <num> <num> <num>
#> 1: 0.05771651 0.147549790 -0.0787485263 0.090101365
#> 2: -0.10992371 -0.017862720 0.0450632870 -0.045932892
#> 3: -0.01217743 0.007519953 0.0211218516 -0.031696567
#> 4: -0.16240771 0.059852696 -0.0001231027 -0.012178317
#> 5: -0.04758940 0.093114735 0.2415569897 0.107849204
#> ---
#> 125: 0.12627259 0.161238048 -0.0245810975 0.109788572
#> 126: 0.09135054 0.056490329 0.0751683270 0.164145845
#> 127: 0.21263012 0.057108534 -0.0609031660 0.160915231
#> 128: -0.08991404 0.114970037 -0.0072674704 -0.009923147
#> 129: -0.04083939 -0.065489587 0.0923336761 0.115234134
#> UVVIS_wav_la8_8 UVVIS_wav_la8_9 UVVIS_wav_la8_10 UVVIS_wav_la8_11
#> <num> <num> <num> <num>
#> 1: -0.18149554 0.05188266 0.070177477 -0.050774901
#> 2: -0.13392943 -0.21733489 0.034130623 -0.063903930
#> 3: -0.04037117 0.11684506 0.021453521 -0.006246172
#> 4: -0.16032191 -0.05596650 0.016893429 0.096444632
#> 5: -0.13592683 0.08104986 -0.008771402 -0.129227479
#> ---
#> 125: 0.03895707 -0.06196292 0.006716474 0.139564407
#> 126: -0.06679115 0.12865487 0.226027222 0.023041567
#> 127: 0.21862992 -0.02114090 0.047184374 0.114496217
#> 128: 0.04912276 0.20513161 0.034840533 -0.008105391
#> 129: -0.22982630 -0.08589515 0.073266841 0.065012761
#> UVVIS_wav_la8_12 UVVIS_wav_la8_13 UVVIS_wav_la8_14 UVVIS_wav_la8_15
#> <num> <num> <num> <num>
#> 1: -0.025992437 0.06213141 -0.10548508 0.095765404
#> 2: -0.124649484 0.14952771 -0.08131149 -0.004773455
#> 3: -0.112137423 0.10607058 -0.03187664 -0.052599528
#> 4: -0.146897547 -0.07325236 -0.26428396 0.093943910
#> 5: -0.020270831 0.11929724 -0.23904854 -0.042048654
#> ---
#> 125: -0.004143956 -0.09741224 0.09037156 -0.051915490
#> 126: 0.077733932 -0.03461128 0.04405474 0.023142861
#> 127: -0.053764780 -0.05887002 -0.02079823 -0.055593692
#> 128: -0.010337600 -0.07129893 -0.03646282 0.019443703
#> 129: 0.059837943 -0.07598462 -0.08244136 0.101033475
#> UVVIS_wav_la8_16 UVVIS_wav_la8_17 UVVIS_wav_la8_18 UVVIS_wav_la8_19
#> <num> <num> <num> <num>
#> 1: -0.005451405 0.04776149 -0.100814182 -0.024380534
#> 2: 0.111742227 -0.03014421 0.018244366 0.114637920
#> 3: 0.015626931 0.02599479 0.136463791 0.081687959
#> 4: 0.225203338 0.07950382 0.032091836 0.004536531
#> 5: 0.136387474 0.02511836 0.170645581 0.103778806
#> ---
#> 125: -0.079382245 -0.11988323 0.024824517 0.006227308
#> 126: -0.033180464 -0.08674144 0.095243574 0.050825889
#> 127: 0.128780220 -0.07429884 0.039213557 -0.014389608
#> 128: 0.007641398 -0.11960883 -0.007792177 -0.076174151
#> 129: 0.085642289 0.08141099 -0.012040422 0.171570807
#> UVVIS_wav_la8_20 UVVIS_wav_la8_21 UVVIS_wav_la8_22 UVVIS_wav_la8_23
#> <num> <num> <num> <num>
#> 1: 0.06094558 0.002864685 -0.003422587 -0.03400305
#> 2: 0.09509604 -0.128417890 0.054105365 -0.01068638
#> 3: 0.04390653 -0.008506262 -0.015123783 -0.04043557
#> 4: 0.03310614 0.004296649 -0.013341193 -0.01160252
#> 5: 0.06090118 -0.042826798 0.003008062 -0.05545881
#> ---
#> 125: -0.01833342 -0.003858530 0.013690445 -0.01212397
#> 126: -0.00110931 0.004737087 0.037064227 -0.02359517
#> 127: 0.08484887 -0.095491071 -0.037325774 0.04000733
#> 128: 0.00432974 -0.012189041 0.013364839 0.03620065
#> 129: 0.08055798 0.052738000 -0.049157258 -0.01129491
#> UVVIS_wav_la8_24 UVVIS_wav_la8_25 UVVIS_wav_la8_26 UVVIS_wav_la8_27
#> <num> <num> <num> <num>
#> 1: -0.004084906 0.015018011 0.0004256711 0.0100645657
#> 2: -0.017362595 -0.006477073 -0.0290400954 0.0021156430
#> 3: 0.010717499 0.012912140 -0.0347898151 -0.0007031319
#> 4: 0.028440401 -0.023907785 0.0050603162 -0.0367493325
#> 5: 0.010445796 0.027584260 -0.0201183573 0.0008738941
#> ---
#> 125: -0.018628412 0.016626758 -0.0157792365 0.0059883038
#> 126: -0.032855013 -0.008721696 0.0045845392 -0.0038857941
#> 127: 0.002623399 -0.013148070 0.0021348420 -0.0022320108
#> 128: -0.025358845 0.008896208 0.0002765976 0.0007556274
#> 129: 0.039614346 0.012296162 0.0023730770 -0.0163768963
#> UVVIS_wav_la8_28 UVVIS_wav_la8_29 UVVIS_wav_la8_30 UVVIS_wav_la8_31
#> <num> <num> <num> <num>
#> 1: -0.0075131842 -0.0129691191 -0.013697125 -0.0199548264
#> 2: 0.0055232687 0.0343989963 -0.012218011 -0.0120847369
#> 3: -0.0188368656 0.0110889079 -0.008310780 -0.0007206593
#> 4: 0.0285563484 0.0009008030 -0.011015974 -0.0035169824
#> 5: -0.0007602051 -0.0001885373 -0.006210457 -0.0068773419
#> ---
#> 125: 0.0027162588 -0.0177042645 0.013210257 -0.0137706035
#> 126: -0.0038190972 0.0063990567 0.005541126 0.0070009763
#> 127: 0.0127272157 0.0033752729 0.004359720 0.0023920129
#> 128: -0.0049406301 0.0007372000 -0.002305739 0.0096736532
#> 129: 0.0165516834 0.0183286545 -0.005999364 -0.0131863440
#> UVVIS_wav_la8_32 UVVIS_wav_la8_33 UVVIS_wav_la8_34 UVVIS_wav_la8_35
#> <num> <num> <num> <num>
#> 1: -0.006841457 0.0174381271 -0.004099392 -0.015072556
#> 2: 0.006103695 0.0052903018 -0.003070515 -0.020707581
#> 3: 0.002085919 0.0085619780 0.004483626 0.003153613
#> 4: 0.001842339 -0.0032202686 0.000557114 0.008644961
#> 5: -0.002840794 -0.0065051916 0.009741200 -0.002866019
#> ---
#> 125: 0.006285202 0.0057913056 -0.010695079 -0.002734897
#> 126: -0.003714700 -0.0183228378 -0.011203283 0.005979257
#> 127: -0.004437895 0.0010311764 -0.009625117 0.001327509
#> 128: -0.010178887 -0.0047584707 0.001024747 -0.002284248
#> 129: -0.026224041 0.0004565428 0.006358604 0.009035491
#> UVVIS_wav_la8_36 UVVIS_wav_la8_37 UVVIS_wav_la8_38 UVVIS_wav_la8_39
#> <num> <num> <num> <num>
#> 1: 9.131733e-04 -0.0051371620 0.0109022131 -0.0018446609
#> 2: 2.546304e-02 0.0127182524 -0.0097561750 -0.0103816244
#> 3: -5.709072e-05 -0.0125840517 -0.0112412668 -0.0006288304
#> 4: 1.156223e-02 -0.0059912927 -0.0001997682 -0.0018729530
#> 5: 1.331259e-02 0.0016978911 0.0060855745 -0.0085396058
#> ---
#> 125: -1.845547e-02 -0.0002185346 0.0008128807 0.0041181907
#> 126: 1.485950e-02 0.0060162649 -0.0191205793 -0.0057719555
#> 127: -1.359268e-03 0.0081776318 -0.0056359138 0.0015863428
#> 128: -9.981006e-03 0.0041904752 -0.0043087046 -0.0071363590
#> 129: 6.938477e-03 -0.0073610652 0.0127968561 0.0134009891
#> UVVIS_wav_la8_40 UVVIS_wav_la8_41 UVVIS_wav_la8_42 UVVIS_wav_la8_43
#> <num> <num> <num> <num>
#> 1: 0.021456397 -0.005081601 -0.0220896075 -0.039455812
#> 2: 0.008820128 -0.011083518 0.0098817071 -0.009508576
#> 3: -0.006274322 -0.006641854 -0.0008068585 -0.008409658
#> 4: 0.008706480 0.015999710 0.0149613064 -0.035152342
#> 5: 0.014493994 0.007671789 0.0233524974 -0.002045078
#> ---
#> 125: -0.014960581 0.002916042 -0.0181621324 -0.004462546
#> 126: -0.003976751 0.009686058 0.0235803411 0.040132406
#> 127: -0.011577962 -0.017966362 0.0221464992 -0.018801244
#> 128: -0.004232258 -0.027459889 -0.0331971338 -0.030345312
#> 129: 0.010648374 0.012965213 -0.0043136117 0.010192218
#> UVVIS_wav_la8_44 UVVIS_wav_la8_45 UVVIS_wav_la8_46 UVVIS_wav_la8_47
#> <num> <num> <num> <num>
#> 1: 0.031717848 0.0067093414 0.0020918140 -0.012537283
#> 2: 0.022690603 -0.0054806898 0.0184111403 0.026117748
#> 3: 0.004198582 -0.0024213574 0.0093828915 0.013268353
#> 4: -0.008704387 -0.0125277495 -0.0012226500 -0.015678464
#> 5: -0.008192199 0.0002920439 -0.0037115357 -0.005851392
#> ---
#> 125: 0.003919305 -0.0199297216 0.0088243580 0.003438527
#> 126: 0.015611122 -0.0079719288 -0.0042406954 -0.004765267
#> 127: 0.005549656 -0.0110751428 0.0287837740 -0.005871207
#> 128: 0.006118905 -0.0125515827 -0.0002335314 0.007195125
#> 129: 0.023371605 -0.0271734172 -0.0018445547 -0.009227563
#> UVVIS_wav_la8_48 UVVIS_wav_la8_49 UVVIS_wav_la8_50 UVVIS_wav_la8_51
#> <num> <num> <num> <num>
#> 1: 2.497178e-03 0.001640186 0.007769789 -0.001420763
#> 2: 1.025271e-02 -0.019136793 -0.002934691 0.012468284
#> 3: 2.506510e-02 -0.012534918 -0.015705606 0.001077427
#> 4: 5.200963e-03 0.013891391 -0.008556210 0.033464304
#> 5: 1.089367e-02 0.015673517 0.003291688 0.024893969
#> ---
#> 125: -3.439471e-02 -0.007606947 -0.007903575 -0.020450980
#> 126: 6.138055e-03 -0.002382140 0.026120905 -0.031382339
#> 127: -7.673338e-03 0.004744021 -0.016392472 -0.001934638
#> 128: 1.699637e-03 0.012470408 -0.002779792 -0.002733886
#> 129: -1.785212e-05 0.022533321 -0.016035538 0.053427346
#> UVVIS_wav_la8_52 UVVIS_wav_la8_53 UVVIS_wav_la8_54 UVVIS_wav_la8_55
#> <num> <num> <num> <num>
#> 1: 0.015044279 0.003405078 0.021111274 -0.028940144
#> 2: 0.032748860 0.002004478 0.035123273 0.002850212
#> 3: -0.003432781 0.016988825 -0.025674149 0.019442228
#> 4: -0.003805239 0.008636050 -0.044250025 -0.010055916
#> 5: -0.013453918 0.015605243 -0.016630851 0.021121653
#> ---
#> 125: 0.043442771 0.029877142 0.004448994 0.005466841
#> 126: -0.013928092 -0.020506209 0.013523029 0.003019424
#> 127: -0.004423408 -0.025690064 -0.005047559 0.003558863
#> 128: -0.011610454 0.017695003 0.011890804 0.002209548
#> 129: 0.003303517 0.003152501 -0.008672338 0.029083777
#> UVVIS_wav_la8_56 UVVIS_wav_la8_57 UVVIS_wav_la8_58 UVVIS_wav_la8_59
#> <num> <num> <num> <num>
#> 1: -0.0082907592 0.0396240336 0.0001882135 -0.005945022
#> 2: 0.0759518427 0.0761662711 0.0259218325 0.057055646
#> 3: 0.0191007110 -0.0037229881 -0.0611006643 -0.052741912
#> 4: -0.0008123655 -0.0326692681 -0.0354906643 0.009868766
#> 5: 0.0091081646 0.0598270087 -0.0644264248 -0.054538804
#> ---
#> 125: 0.0056616112 -0.0128768206 0.0169364636 -0.044732013
#> 126: 0.0663328283 0.0000601995 0.0158521967 0.002048290
#> 127: 0.0496713474 0.0238571310 0.0381579601 -0.035212833
#> 128: 0.0204682533 -0.0078559782 0.0344876692 -0.008048538
#> 129: 0.0190841011 0.0356437301 -0.0611045546 -0.030286170
#> UVVIS_wav_la8_60 UVVIS_wav_la8_61 UVVIS_wav_la8_62 UVVIS_wav_la8_63
#> <num> <num> <num> <num>
#> 1: -0.055919095 -0.060631402 0.074428872 -0.0641933885
#> 2: 0.014697120 -0.119361613 0.002224723 -0.0887345689
#> 3: 0.030872346 -0.020426392 -0.068467458 0.0079833144
#> 4: -0.003669879 -0.040220278 0.028684466 -0.0765445492
#> 5: -0.041212414 0.010253212 -0.002935607 -0.0007871926
#> ---
#> 125: 0.040336098 -0.035154629 -0.038921535 0.0599904280
#> 126: -0.002456920 0.050475893 -0.027705004 0.0379761127
#> 127: 0.013067110 0.078629839 -0.122265651 -0.0181938888
#> 128: 0.003443891 0.006310523 -0.011317437 0.0023849614
#> 129: -0.059856726 -0.128324019 -0.069007198 -0.0872681983
#> UVVIS_wav_la8_64 UVVIS_wav_la8_65 UVVIS_wav_la8_66 UVVIS_wav_la8_67
#> <num> <num> <num> <num>
#> 1: -0.0173666112 -0.0140940965 8.405584e-02 -0.0053875006
#> 2: -0.0316537049 -0.0860963387 3.604750e-03 -0.0408256996
#> 3: 0.0393863816 -0.0365742388 1.693529e-02 -0.0464610826
#> 4: -0.0615820476 -0.1028831420 -4.002390e-03 -0.0061417588
#> 5: -0.0186984301 -0.0107031771 9.359598e-05 -0.0596824702
#> ---
#> 125: 0.0463889406 -0.0001956894 1.012194e-01 -0.0746105442
#> 126: 0.0038245303 -0.0233064734 -1.435170e-02 0.0008790271
#> 127: 0.0852835713 -0.0902619306 -1.716986e-02 0.0610805662
#> 128: -0.0007357947 -0.0550133148 -5.156480e-03 0.0049736806
#> 129: 0.0729237956 -0.0130910017 1.339274e-01 0.0223238922
#> UVVIS_wav_la8_68 UVVIS_wav_la8_69 UVVIS_wav_la8_70 UVVIS_wav_la8_71
#> <num> <num> <num> <num>
#> 1: 0.04060790 0.13586896 -0.019405501 0.147562570
#> 2: -0.11246775 0.39681859 0.057728356 -0.171485221
#> 3: 0.03501788 0.09949663 -0.007340925 -0.051223021
#> 4: -0.10698077 0.11764969 0.062510697 0.002035005
#> 5: 0.03409597 0.31948222 -0.021776467 0.021742290
#> ---
#> 125: -0.15397658 0.03717495 0.043832313 0.106345294
#> 126: 0.03312194 0.04959818 -0.213681811 0.092771988
#> 127: 0.02166330 0.01396478 -0.021363139 0.063599831
#> 128: -0.01471537 0.08067099 -0.009843541 -0.032786274
#> 129: 0.10971699 0.44814615 -0.111957643 -0.219612456
#> UVVIS_wav_la8_72 UVVIS_wav_la8_73 UVVIS_wav_la8_74 UVVIS_wav_la8_75
#> <num> <num> <num> <num>
#> 1: 0.02260140 0.10296776 0.105193700 -0.005204507
#> 2: 0.04245470 0.09749200 0.102604700 -0.192928898
#> 3: 0.02038835 0.03157517 0.006806577 0.060573007
#> 4: -0.05828605 -0.02005569 0.018180479 0.054418124
#> 5: 0.08635428 -0.02888673 0.089059807 -0.135877912
#> ---
#> 125: 0.23522817 -0.15922526 -0.114660367 -0.106879412
#> 126: 0.09361865 -0.04895687 0.160541665 0.060443615
#> 127: 0.04873144 0.13407974 0.128141540 -0.064317546
#> 128: 0.04374100 -0.05393494 -0.111783786 0.043408335
#> 129: 0.18750316 0.07321356 -0.050589376 -0.195456975
#> UVVIS_wav_la8_76 UVVIS_wav_la8_77 UVVIS_wav_la8_78 UVVIS_wav_la8_79
#> <num> <num> <num> <num>
#> 1: -0.048693203 0.03026478 -0.0455879659 -0.063068431
#> 2: -0.058675951 0.18635872 -0.0295616647 -0.054088351
#> 3: 0.165749106 0.05253738 0.0004892569 -0.048708151
#> 4: 0.057059405 0.11933590 0.0324057053 -0.039919830
#> 5: 0.125893389 0.06022098 0.0400395845 0.019842338
#> ---
#> 125: 0.129083360 0.01057627 -0.0183393904 -0.034937094
#> 126: 0.002819874 -0.07106429 -0.0057723593 0.007372561
#> 127: 0.004306311 -0.02856771 -0.1287428039 0.013650199
#> 128: 0.072835057 -0.06006113 -0.0497343501 0.027894912
#> 129: 0.093769469 0.08127001 0.0132466053 0.037082000
#> UVVIS_wav_la8_80 UVVIS_wav_la8_81 UVVIS_wav_la8_82 UVVIS_wav_la8_83
#> <num> <num> <num> <num>
#> 1: -0.005092812 -0.0009845031 0.009688168 0.025341077
#> 2: -0.077564771 0.0165167544 0.009562287 -0.029828686
#> 3: -0.023797458 0.0126224524 -0.013015876 -0.004629167
#> 4: -0.013851252 -0.0068743569 0.007670776 0.021853422
#> 5: 0.019429837 0.0141632837 -0.009670831 0.005489846
#> ---
#> 125: -0.006782015 0.0035305616 0.005902809 -0.011763120
#> 126: 0.010553927 0.0026566849 -0.005000299 -0.005444486
#> 127: 0.016235469 0.0070475141 0.011284259 -0.004696886
#> 128: 0.019006320 0.0152792857 -0.005809165 -0.013468432
#> 129: -0.066870303 0.0007930443 -0.002279134 0.019247652
#> UVVIS_wav_la8_84 UVVIS_wav_la8_85 UVVIS_wav_la8_86 UVVIS_wav_la8_87
#> <num> <num> <num> <num>
#> 1: 0.0058881686 0.0043924150 -0.0117721632 -0.003499671
#> 2: 0.0010478129 0.0089706453 0.0347221872 -0.011959128
#> 3: -0.0028029581 0.0061210484 -0.0005343037 -0.006043378
#> 4: -0.0070541940 -0.0010248773 -0.0242270142 -0.018512712
#> 5: 0.0210508812 0.0044662205 -0.0265842038 0.006445019
#> ---
#> 125: 0.0002664415 -0.0045688342 0.0071333274 -0.003234552
#> 126: -0.0021338525 0.0016606926 0.0099894959 0.004293725
#> 127: -0.0046581585 -0.0013192359 0.0217475723 -0.005621899
#> 128: 0.0104922021 0.0048878908 -0.0035424946 -0.006864817
#> 129: -0.0320393054 0.0006645892 -0.0169310327 -0.004633548
#> UVVIS_wav_la8_88 UVVIS_wav_la8_89 UVVIS_wav_la8_90 UVVIS_wav_la8_91
#> <num> <num> <num> <num>
#> 1: 0.007773213 -0.031942354 -0.0265262695 0.003675822
#> 2: 0.004678117 -0.002103869 -0.0006924704 0.002334552
#> 3: -0.006951912 -0.005706571 -0.0142097377 -0.003026223
#> 4: 0.005997811 -0.001870578 -0.0052137774 0.020960786
#> 5: 0.004668161 0.010478629 -0.0122692872 0.015099309
#> ---
#> 125: -0.013249561 -0.007710769 0.0119626839 0.010485209
#> 126: -0.006341160 -0.006470032 0.0023723162 0.018845281
#> 127: -0.007255220 0.013635750 -0.0090016130 0.007702775
#> 128: -0.003398574 -0.020927830 -0.0414245772 0.005965200
#> 129: -0.011209860 0.021259111 0.0031740371 -0.002598071
#> UVVIS_wav_la8_92 UVVIS_wav_la8_93 UVVIS_wav_la8_94 UVVIS_wav_la8_95
#> <num> <num> <num> <num>
#> 1: 0.002717260 -0.018470174 0.018149953 -0.0134892028
#> 2: 0.019583042 -0.016529302 0.020310794 -0.0009462736
#> 3: -0.001200122 0.011521213 0.025317167 0.0051929731
#> 4: -0.008939582 -0.027455121 0.014986005 -0.0534578134
#> 5: -0.020514820 -0.019866253 -0.007069396 0.0342140239
#> ---
#> 125: -0.016253555 0.025008858 0.016656104 0.0097914332
#> 126: 0.002935806 -0.006843116 -0.015855077 0.0211928173
#> 127: -0.023457189 -0.003360737 -0.004558579 -0.0137870723
#> 128: -0.010200289 0.013971170 0.008900620 -0.0110552253
#> 129: -0.010342600 -0.016028077 0.020015654 -0.0521177037
#> UVVIS_wav_la8_96 UVVIS_wav_la8_97 UVVIS_wav_la8_98 UVVIS_wav_la8_99
#> <num> <num> <num> <num>
#> 1: 0.001468809 0.078444017 -0.055369973 0.07911608
#> 2: -0.023412011 0.002262143 -0.057574041 0.03078134
#> 3: -0.004447254 0.028393603 0.037105965 -0.05496967
#> 4: 0.003404592 0.041238011 -0.040936088 -0.02763836
#> 5: -0.053818285 -0.031575938 0.012030258 -0.02858557
#> ---
#> 125: 0.028924654 0.026104621 -0.013746428 0.06653188
#> 126: -0.024946101 0.035992851 -0.032306366 -0.02331525
#> 127: 0.015984874 0.007051036 -0.027766727 -0.07966545
#> 128: -0.006219891 -0.008524465 0.031591656 0.05041913
#> 129: 0.061863453 -0.056057874 0.009021899 -0.04239840
#> UVVIS_wav_la8_100 UVVIS_wav_la8_101 UVVIS_wav_la8_102 UVVIS_wav_la8_103
#> <num> <num> <num> <num>
#> 1: 0.009733653 -0.074867445 0.427491283 -0.22426443
#> 2: 0.051185389 -0.043840577 0.281219618 0.05598149
#> 3: -0.052077629 -0.052762259 0.030415825 -0.08113646
#> 4: 0.102567964 -0.002237251 0.037948024 0.08981132
#> 5: -0.152501383 -0.043058339 0.133158290 -0.01761169
#> ---
#> 125: 0.085616353 0.046082084 0.013933642 -0.03173259
#> 126: 0.033513690 -0.012839226 0.141076671 0.12381507
#> 127: -0.040531917 0.005170398 0.003935034 0.03253284
#> 128: 0.009836800 -0.007080922 0.154708407 0.10205714
#> 129: 0.073302566 -0.127767433 0.355737797 0.14095327
#> UVVIS_wav_la8_104 UVVIS_wav_la8_105 UVVIS_wav_la8_106 UVVIS_wav_la8_107
#> <num> <num> <num> <num>
#> 1: -0.09649886 -0.007176823 0.132764460 0.001822836
#> 2: -0.21688432 -0.010965707 -0.005664696 -0.119027197
#> 3: 0.14733980 -0.083121528 0.034721286 0.066446978
#> 4: 0.10255613 -0.024690191 -0.031403799 0.043168748
#> 5: 0.04340318 -0.020152481 0.073434076 0.027285727
#> ---
#> 125: 0.15256378 -0.036807401 -0.079291592 -0.072429085
#> 126: 0.03871551 0.127955416 -0.031655999 0.041280376
#> 127: -0.01653174 0.158180074 -0.064631568 0.082166814
#> 128: 0.04780941 0.045774835 -0.091917911 0.009057003
#> 129: -0.10686700 -0.008825788 -0.058706304 0.136769864
#> UVVIS_wav_la8_108 UVVIS_wav_la8_109 UVVIS_wav_la8_110 UVVIS_wav_la8_111
#> <num> <num> <num> <num>
#> 1: 0.045649872 0.012546116 0.0134483468 -0.011280076
#> 2: -0.047532360 0.037071229 0.0103293709 0.002579629
#> 3: -0.008504047 -0.006119782 -0.0007129630 -0.020371901
#> 4: 0.021371840 0.012903673 -0.0130613877 0.002251625
#> 5: 0.003170288 0.001586064 -0.0185625222 0.022355191
#> ---
#> 125: -0.011106702 0.019521973 0.0026491307 -0.006952362
#> 126: 0.030857423 -0.019064020 0.0089381802 -0.016642640
#> 127: 0.029063543 0.012134134 0.0041382091 -0.017950753
#> 128: 0.020447060 -0.002071970 0.0007526818 0.001536255
#> 129: 0.017723002 0.015267313 -0.0025736197 0.007313960
#> UVVIS_wav_la8_112 UVVIS_wav_la8_113 UVVIS_wav_la8_114 UVVIS_wav_la8_115
#> <num> <num> <num> <num>
#> 1: -0.021643334 -0.032267659 0.007745910 0.013442619
#> 2: 0.017579786 0.010476982 -0.016116126 0.059090948
#> 3: -0.003806699 0.014618358 -0.020632334 0.038318986
#> 4: 0.005867178 -0.007059792 -0.040746400 -0.007513814
#> 5: -0.026512245 0.028321623 -0.002093107 0.001798763
#> ---
#> 125: 0.004070683 0.007418760 0.034913373 0.019163835
#> 126: 0.032480880 0.026856853 -0.017775259 0.051868113
#> 127: 0.002836761 -0.012901468 0.013793399 -0.052235401
#> 128: -0.009655336 -0.023284706 0.013403419 0.009313437
#> 129: -0.026178050 0.010635681 -0.006219699 0.029783678
#> UVVIS_wav_la8_116 UVVIS_wav_la8_117 UVVIS_wav_la8_118 UVVIS_wav_la8_119
#> <num> <num> <num> <num>
#> 1: 0.037803709 -0.0059128181 -0.031155861 -0.39661231
#> 2: -0.038162020 -0.0005227474 0.002935341 -0.41668178
#> 3: -0.020438402 0.0208633265 -0.078707636 0.03807841
#> 4: -0.043704399 0.0339689662 -0.031904140 -0.14477886
#> 5: -0.016031447 -0.0130165129 0.027293197 -0.10428179
#> ---
#> 125: -0.049339284 -0.0238245091 0.014545886 -0.22876362
#> 126: 0.027287223 0.0074073696 -0.067921626 -0.04123844
#> 127: -0.046035411 -0.0038401212 -0.026298534 0.19689507
#> 128: -0.009042867 0.0169411627 -0.037384279 -0.07025541
#> 129: -0.017585625 0.0005629185 -0.076478872 -0.41977818
#> UVVIS_wav_la8_120 UVVIS_wav_la8_121 UVVIS_wav_la8_122 UVVIS_wav_la8_123
#> <num> <num> <num> <num>
#> 1: 0.191829889 0.045632068 0.022398020 -0.020190407
#> 2: 0.125303868 0.111646285 -0.010411162 -0.003603871
#> 3: 0.140898434 0.082783433 -0.016380275 0.008070277
#> 4: 0.154591567 0.091971266 -0.007299907 0.039389465
#> 5: 0.002083398 0.064995580 -0.031156305 0.030132423
#> ---
#> 125: -0.014132272 0.009078619 0.025657447 0.035363257
#> 126: 0.003868276 -0.034190840 0.037367915 0.008097712
#> 127: -0.013172696 -0.048968728 -0.033899210 -0.006748468
#> 128: 0.026316795 -0.097027499 0.025378321 -0.013354871
#> 129: 0.309680075 -0.059520614 0.006516484 0.012676896
#> UVVIS_wav_la8_124 UVVIS_wav_la8_125 UVVIS_wav_la8_126 UVVIS_wav_la8_127
#> <num> <num> <num> <num>
#> 1: 0.035505613 4.800517 4.8907057 3.123727
#> 2: -0.011309647 -2.311102 -2.2847694 -3.800603
#> 3: 0.008243096 -0.730787 -0.7027361 -1.251071
#> 4: -0.012658058 -1.495117 -1.2688685 -1.900300
#> 5: 0.002815610 -2.240166 -2.2977859 -3.248511
#> ---
#> 125: 0.007834530 -1.987070 -1.8791045 -2.304289
#> 126: -0.033368473 -3.651541 -3.3340573 -3.300596
#> 127: 0.009201970 -4.079571 -3.5762470 -3.506485
#> 128: 0.020942253 2.340153 2.6549251 2.333654
#> 129: -0.020454373 -1.622767 -1.7924621 -3.064205
#> UVVIS_wav_la8_128 UVVIS_wav_la8_129 UVVIS_wav_la8_130 UVVIS_wav_la8_131
#> <num> <num> <num> <num>
#> 1: 3.261806 3.104479 3.175189 3.629318
#> 2: -4.069921 -3.904271 -3.683618 -3.256533
#> 3: -1.591020 -1.233341 -1.181302 -1.017580
#> 4: -2.116872 -2.200097 -2.164064 -1.984792
#> 5: -3.536978 -3.428134 -3.339661 -3.091189
#> ---
#> 125: -2.342507 -2.417204 -2.451192 -2.301573
#> 126: -3.738221 -4.130620 -4.131380 -4.053736
#> 127: -4.132099 -4.650331 -4.910421 -4.774229
#> 128: 2.282018 1.699338 1.433756 1.551769
#> 129: -3.199754 -2.916980 -2.567889 -2.259717
#> UVVIS_wav_la8_132
#> <num>
#> 1: 4.2239372
#> 2: -2.7949629
#> 3: -0.8208239
#> 4: -1.7374455
#> 5: -2.6466198
#> ---
#> 125: -2.1888493
#> 126: -3.8527628
#> 127: -4.4565887
#> 128: 1.9280158
#> 129: -1.8833971