I was trying to assign the "RdBu" coloring scheme to my levelplot, but I end up with the following error "Error: $ operator is invalid for atomic vectors" and am unable to determine what is causing it, as I am not even using a "$" in my function. Here is the command that I am using:
library(raster)
library(ncdf4)
library(maps)
library(maptools)
library(rasterVis)
library(ggplot2)
library(rgdal)
library(sp)
library(gridExtra)
library(grid)
library(RColorBrewer)
Plot8 <- levelplot(FDifference3, margin=F, at=c(seq(-50,150,10)), pretty=TRUE,
par.settings=mapTheme, main="RCP 8.5", col=brewer.pal(n=10, name="RdBu"))
This leads to the error:
Error: $ operator is invalid for atomic vectors
Information concerning object "FDifference3" is shown below:
dput(FDifference3)
30.7598926100673, 21.0052776536913, 11.8866786982449, 15.3147044765961,
12.6932819573239, 11.2721863067529, 10.2391980021838, 3.11715085056394,
....
27.0691569868524, 25.1415816676223, 20.880095847263, 19.6974850946355,
23.5259755607161, 27.7440843812122, 30.9747278163841, 29.0394481463338,
26.9675393551183, 26.7646798621569, 25.6285840387309, 20.7192390016986,
16.7966847027177, 17.7069170705893, 15.8895793812399, 15.2505243698323,
14.1422859784594, 14.4755309330575, 14.3165433025574, 15.0875676078574,
16.3470227237742, 16.554208349719, 13.3836108177406, 11.7051893761094,
11.1451124744315, 11.273298760632, 9.85191749246744, 10.0866210045901,
9.94936528099581, 11.9985798646938, 12.2608653844442, 14.2074403591832,
15.3655123918465, 15.211768251312, 15.5189462014053, 14.8994504663946,
14.7790035890605, 15.5271586624014, 16.5094311513978, 16.1415359640925,
15.5956383068953, 16.5708660529359, 16.4506403404025, 16.403125595179,
15.9572117378612, 17.3282908924681, 19.1332227110444, 19.8322765147813,
19.62853572806, 18.9621533124947, 17.817528638863, 16.8144252957628,
18.4406672155217, 20.8179929200158, 19.1136109778779, 16.532115102708,
16.6306032873186, 17.9226485534435, 18.1136707406211, 18.0911035978719,
17.2196626298856, 16.7558650622828, 16.6949881161678, 17.3503694802559,
18.7955034040407, 19.4785867219218, 18.6851636306272, 18.6792054542026,
21.4158980346929, 20.8702206463764, 20.2199899938662, 21.4661226043214,
22.5351270506026, 21.0621123338387, 20.8524304065303, 20.2717716055352,
20.4536002844644, 21.0648788367172, 21.3018326371524, 21.6333136726087,
21.2060126490798, 21.9554017810587, 20.9871607833066, 18.4723555638202,
17.0859053380392, 18.718442148524, 20.1020717613767, 20.98982096967,
21.4590203710257, 22.1809485327572, 23.0662665128525, 23.5210619060359,
23.5595893799475, 23.6680657003389, 24.4601583487742, 24.1493753260977,
23.7082923912408, 21.9887962483903, 21.9761848044672, 22.3373853564425,
21.3956801944065, 20.8852015839527, 20.863366028317, 22.4508678259056,
23.22737426986, 23.7402578229229, 23.8335255489319, 23.1666058903137,
6.32362645767485, 5.95645409152776, 4.14876921070133, 6.46478128119528,
8.34627439756622, 7.12431690311901, 7.89893291937943, 10.0569594125092,
9.35550633170214, 12.5339269137843, 14.0564221985725, 12.8206448284598,
14.6253069449458, 10.8771913143907, 10.4567383903223, 12.349328153726,
11.7515419205523, 10.0253337543859, 9.9821687761521, 8.19947437170902,
9.33919698542525, 9.77667722811848, 12.0597581339938, 15.0006404000564,
16.7751879299106, 17.7519004207721, 19.7631323001029, 21.736382751455,
24.2694912581666, 22.3067817636855, 21.73888213522, 21.5017901878358,
17.6398075816247, 16.310183436214, 15.6154380643947, 13.2667851391046,
12.2083178845006, 12.8937885912829, 11.6344452129935, 11.0095614904777,
12.2515746072861, 13.7207641019486, 11.5511067420945, 12.2243402605771,
12.7313651172852, 12.8895218898292, 10.0941400229079, 9.35268369015973,
9.31052974729709, 10.9377106951225, 10.1421423633809, 11.8874290635662,
14.5702715354549, 17.1646420748623, 19.0943409620422, 19.2586146075085,
17.673482528549, 16.9787905887255, 18.8877011298388, 19.4972088853251,
20.8617885436554, 20.5290423209625, 18.245839680209, 17.6653921377295,
29.6114817569658, 30.6231778083446, 31.9822110837964, 33.311591882779,
35.2498477344764, 35.8683379183303, 34.6836834602678, 33.210247777414,
33.5086249524837, 34.8374850363373, 32.9752439131176, 31.0149312885193,
31.3396302480749, 33.0172395360753, 33.8536857616209, 33.6674890736095,
33.8540063819049, 33.7682068972397, 32.8486337823862, 32.5466639970099,
32.7333085469436, 34.1959926792621, 34.3958830480944, 33.5377417933838,
33.3696802489062, 33.5944276115547, 34.6484928852355, 35.1343066750461,
34.1149243264359, 34.2713083724156, 35.4909784710129, 36.03490206647,
35.8571382246223, 32.8576298651687, 31.8560724676896, 33.4413618499818,
33.6530437000684, 33.4994308506157, 33.665906722296, 30.7532570490993,
29.8120756199854, 33.8190844829503, 33.6586953979928, 33.2017145305023,
35.6238046597362, 37.013685572146, 37.8613316434327, 38.2875116914766,
38.549208477516, 39.4650380947901, 38.9290189082866, 38.2132530131912,
37.5497555295335, 36.5140629963788, 37.5808060394466, 38.3877177704534,
38.5082144236854, 38.2287378734583, 38.0140647764945, 37.3658556581415,
36.3741736500831, 36.3702553492573, 35.7007823398793, 35.4972205390942,
4.49813705320115, 4.09727578841662, 1.47751860812325, 1.76965336408288,
2.66793556142787, 4.34272043348432, 7.63523586331795, 7.58104398845544,
8.49681471103692, 8.30317567655819, 9.22363750753568, 9.20006628737734,
7.67162734146225, 6.34880245804464, 7.93539079286658, 7.12445738725429,
4.43163573236464, 2.18088132351963, 3.55560959130315, 5.13154843120573,
4.17907971750735, 6.59678700201449, 10.7005924673815, 13.1021861019541,
13.6455803735171, 12.5364743246461, 11.6738152914407, 11.7980485651294,
11.2914856179284, 10.2148483038496, 8.22872245636678, 7.70747507894693,
5.87215756854318, 4.63443222254526, 4.18913293154375, 5.17958177395618,
6.3712480411187, 6.5608516515522, 4.18293763894554, 3.53660115650086,
4.48804697310659, 3.6376010078284, 3.70407335851876, 5.24311261011117,
6.15708844589972, 4.91201635206409, 4.92155945855797, 6.24250699746844,
9.77893878471625, 12.2176753629791, 11.7832041404766, 14.6495326979664,
19.3430028360441, 24.6652099296142, 28.531297171138, 27.736351606742,
26.5049906120042, 29.8844401673426, 32.7321087373142, 36.3955311564514,
37.4704092002452, 37.3998290298001, 34.3631141259164, 29.8373441248769,
30.8105641274353, 30.3938111821089, 30.8887866680831, 31.9682374632855,
31.2358864600197, 32.4138171892824, 32.6331937162077, 32.2925669374792,
32.1456558792039, 31.7347891266805, 31.4797336638866, 30.7843907924101,
30.4440020345003, 29.2872349007924, 29.7190551638616, 29.0200742802494,
27.8751165499268, 29.7717033936248, 30.6686168349514, 29.4435345040357,
28.6279265833258, 29.8396660854189, 31.0303973094137, 30.7559563304527,
30.1987132297069, 30.8204833178213, 31.2644366896088, 31.7798667188928,
31.3972339911988, 32.128629562247, 33.7414817333252, 34.8826473530896,
34.7344871406641, 34.8436379030384, 34.5070270532988, 33.4513221446435,
33.4052079702607, 30.8045720466833, 25.0903794348502, 25.321954969548,
29.1784269536585, 32.1632661838125, 29.6778186476349, 27.1298004491675,
26.5341722836716, 33.5285693150918, 37.2494653182297, 36.7841311969982,
36.2309437094285, 36.1635399132043, 35.2590764461185, 36.8687905056835,
37.0739046997834, 35.4577713515424, 34.8241619703412, 34.9187122875988,
34.6582434609878, 34.332882428278, 35.176187285879, 34.1771317665265,
32.1841477697097, 30.8948137118261, 29.9441821865154, 30.0650053569202,
4.24590761503862, 6.58706955549353, 5.14001981750085, 4.02327082625487,
2.02387942203817, 3.93430062684401, 5.49085586199056, 5.97252073684378,
6.38617865138845, 7.57687801664802, 7.64592045790803, 5.7048642094141,
7.93303430783389, 8.21375408307856, 6.67850157798494, 6.90072329130471,
8.44348769053734, 8.50865469533959, 7.99061923277607, 6.93076304145874,
10.1730504660844, 13.247162046971, 12.6676837456755, 10.2882571832153,
6.85620337109416, 5.73546716674336, 6.27834489447945, 5.92048718504714,
7.78092131359624, 7.25026587851585, 6.35510129574075, 5.04652537496283,
4.24495328660813, 4.14450928117606, 6.31242380396113, 7.73129900427797,
8.12977304326719, 6.66761450694945, 5.41802973167563, 5.622563975306,
2.69363966598835, 4.37106796149554, 5.63484364638934, 6.71836116261902,
7.73747239837048, 11.7764404858944, 14.6246124144063, 17.427069392365,
20.4638717548533, 21.580282148308, 24.9607725131118, 27.3542012031281,
26.1651443722689, 22.6304751526561, 24.0078726914112, 24.7618682680652,
23.2639250985013, 19.1578518986074, 22.0305476373376, 26.0580821885365,
26.0714114495019, 25.3586141134036, 27.9879702124512, 30.9490576764272,
16.8862438164275, 18.2359971830993, 18.4252578940205, 18.2359078194051,
18.9386122147076, 19.5748807936766, 20.1974109561314, 20.0856598538266,
19.8334466018065, 20.7299572056071, 20.7972933327709, 20.4944394453419,
20.3218193931407, 20.9646242581597, 20.7805697366428, 19.3807385318063,
18.1119979835249, 16.4445842975135, 17.418589610921, 18.8246681953561,
19.3360887254557, 21.2516758004749, 21.6135365262713, 20.8874030641787,
20.3488812144378, 18.4547296587838, 16.4472240500551, 15.4135457886651,
16.133553891506, 17.6156051271499, 17.5870796700682, 16.5995359702178,
16.6492604564103, 15.1787382315817, 14.0325153914404, 14.3201830161326,
14.0214131288971, 11.4746525252694, 11.5925933478808, 20.0870503305336,
32.5888497331192, 26.7806345992374, 28.2736061187, 27.6544675599628,
13.9962358057791, 16.804459293176, 20.6034494108771, 22.2573372583962,
23.5617580925286, 24.119096984721, 23.4694228099674, 23.5622616948941,
23.8048547835316, 22.9539852741684, 22.2916682301799, 21.5373784576304,
20.1007731899337, 19.7501481293477, 19.5758270270867, 19.1926461742548,
18.6398901285469, 20.1678096944505, 19.8587540984488, 18.7649577344573,
3.13713193912276, 3.72197571683822, 6.08677004123036, 8.80455285224964,
9.41566027456421, 10.484986397602, 11.4637453371227, 12.8085880936829,
10.6066732583046, 8.52368847007728, 6.60257322881109, 5.7453624445249,
8.0597240995645, 12.4076367056019, 11.250024281376, 7.30512791111485,
5.54107068258806, 6.06970048525654, 7.44834049756326, 8.92540447601665,
10.8464890674639, 12.6816321795726, 10.0868855027687, 8.79600192585917,
12.895479787365, 10.1093200823515, 9.52526283669831, 11.6883725453949,
13.6163292977876, 11.9501713375248, 10.3715639509064, 11.7597626323319,
11.7048064309065, 11.1267970828634, 13.8480230428095, 15.94397373683,
18.7317187141294, 18.9807956857515, 20.3878589984706, 20.2138031064884,
21.5466646645502, 22.4587803504256, 23.3367446198862, 24.351433610226,
24.756425047641, 25.5567033937034, 27.0888143967736, 31.8674059850769,
32.2797866089406, 29.9119620996882, 29.7372469455416, 29.6036588898934,
28.1786828251114, 23.5299488424583, 19.8071225875958, 16.4200907177126,
13.8157205916348, 24.9052726955745, 23.2525450858707, 15.4322778487833,
11.4139395101001, 12.6280070768167, 12.7317168387143, 14.2823734655314,
14.4702714282311, 15.565664817003, 17.0053740914605, 17.8123193902973,
19.085798309982, 18.6757751260586, 18.723998391723, 18.5482116204633,
16.1370099279873, 15.0760295228264, 12.822428082062, 10.8169296925352,
8.53206021469168, 7.57883256313832, 7.90927771905417, 8.71332819140725,
7.92276209497131, 5.68473378655548, 4.31118023825224, 5.30671276132695,
7.02630327950313, 10.6186160921216, 11.3800783587135, 10.7226458578344,
12.2673561378797, 9.44663756960719, 9.00616987110468, 11.9255083120552,
17.5781256820809, 14.6685248532456, 15.0725332566032, 17.0152880518942,
17.4335787629381, 14.8162414946875, 13.9433499348345, 13.7811675872092,
11.4194573334759, 20.6627908725043, 24.456857344671, 26.9110720311341,
29.7005882130269, 30.8140953873781, 29.6763824439426, 26.2003332115879,
17.2220129029145, 18.274102326022, 19.3718785564096, 20.1947811968411,
20.5006568309742, 20.9451490177134, 20.868053142554, 19.4946516361577,
19.1361246688804, 18.4334552831468, 16.7538221437907, 15.6186254042813,
13.7758942252347, 14.2983753196306, 16.3624725976036, 19.9762375736536,
24.3097741611668, 25.2152703797421, 27.4327279306759, 30.8516375047321,
19.7361389185162, 16.356188014156, 15.5387402888203, 15.8892028608949,
11.1224871644179, 8.84439937904988, 8.80090871551959, 11.1459272702519,
10.3606780041065, 10.9485266069136, 12.397640107044, 12.3640973010802,
9.1648379359883, 7.31135300525946, 9.06299062693732, 13.8239277215833,
16.836368223128, 20.1272884327997, 18.8857188945312, 20.5818359580053,
21.8444836892572, 22.5558249913885, 22.0765049558776, 24.7527437892732,
27.0979686492998, 25.4451611354304, 23.3313385410153, 22.464565630675,
19.9199351977965, 19.390584193174, 21.1588422084341, 22.3975217602772,
23.4183707713846, 21.5735539783071, 22.9658640561162, 22.6574836132354,
23.1432055836179, 24.1550228955901, 26.1307165458262, 30.289814683018,
32.5088648950077, 31.1697566843635, 32.7074771121226, 34.8013812621943,
37.023351920487, 38.1618730125409, 37.9479004458954, 35.627678318392,
32.7757103568373, 29.9253174364041, 28.6157831853704, 29.1731616822873,
28.4262356153627, 30.4173115890969, 30.5212852992803, 31.5671468826574,
29.7596838118952, 28.9310253022001, 25.6550759054862, 22.4455491715208,
17.9177073652873, 13.1970324774727, 12.964030980619, 13.9230763716529,
23.5548580015286, 22.6484484281833, 22.4673379113301, 21.9723239629941,
20.3750894137696, 17.605366101918, 17.4540620904575, 18.4390755782599,
18.6191719824054, 19.3083471370153, 22.2993625532571, 27.1818957684656,
33.9815147256227, 29.2962676473082, 26.4858855077577, 25.6999791918312,
25.6762563689988, 26.0868901940831, 26.8108194557244, 27.8025976760139,
26.3311175366056, 24.0509881362589, 21.3385827834339, 19.5024321045435,
20.8550023619992, 19.5276516802643, 18.9505677044051, 20.1504914314814,
23.0547281741143, 21.1820223728197, 22.8374676771078, 25.5775142550711,
26.2686062076563, 26.4556984334268, 27.7480723434562, 29.6572163948088,
30.5372990594179, 30.8980555829381, 31.8559414400431, 31.7915079471112,
31.1019772024964, 30.1229750530396, 28.5070794007507, 27.0853492854166,
26.5464941747512, 28.0475665291844, 28.8709508082225, 29.1554969567807,
29.6738421007345, 28.5094674949343, 28.496067216356, 28.4099448482126,
28.5982154652807, 27.6041396583703, 26.2088543523036, 26.7300531533377,
28.5949450445305, 28.5425731655724, 29.2216673441961, 29.714078580941,
29.5498030720869, 32.8400216738179, 37.0319908599474, 39.8199408742341,
12.9316946590926, 12.1189841602846, 10.2371687636444, 8.80183905380826,
8.56835416302959, 10.3211792691477, 10.3464695723814, 10.8993000082191,
6.54465555851981, 5.46438413711733, 6.84268236959143, 7.66699718335858,
6.64407899219206, 8.36715896048984, 8.87674096752462, 11.1290089479538,
12.6176223799162, 15.9005383905595, 18.0404711988086, 20.4603632738225,
21.9285692889607, 23.2302571830587, 25.2150563683233, 26.5902238722634,
25.9456846238755, 26.6244691228804, 23.383243413576, 19.5505676107401,
17.7117466047808, 16.094350777183, 14.4802050070385, 15.590285385215,
18.4803492948929, 18.5979743947435, 21.0794551508179, 23.045173110941,
24.3950243040872, 24.7046982825553, 30.1586522376974, 34.5543003344482,
32.6477885818973, 33.2921495886034, 34.0053508579225, 33.673717507626,
32.9848147402721, 31.9586498356753, 31.3130162277742, 29.3957256653809,
27.9702213576144, 27.1767104646776, 25.7091422179426, 25.6917376005403,
25.4535859736816, 25.8735097367904, 24.5558054296203, 21.8292242278296,
19.8403057934627, 23.0515876361141, 23.1145107449502, 20.3316365983609,
19.1760492987616, 19.7954079823422, 22.7163589333881, 24.1979402517242,
31.1112548518387, 31.6063921313205, 31.935677359458, 30.6182382708131,
28.162726522919, 26.5758146868534, 23.4783548834523, 20.5136557061654,
18.7147747970546, 20.5538460663832, 25.39210787382, 31.280012728044,
35.0109609846278, 28.0162119607658, 28.0565571927712, 30.5754896785205,
33.7175232072975, 36.2962752152816, 36.1354379358757, 35.1591182777996,
35.6569096411707, 35.7052439038844, 36.2288715239456, 36.7719301397068,
36.0523702516819, 35.7735537029253, 36.3281553794952, 38.1247446199556,
40.8992722730844, 42.488868433224, 41.5985100220242, 37.8548494718039,
32.581208141129, 35.1692341310651, 36.8703351208495, 37.1428910545658,
32.1072842424694, 31.7280311759972, 31.7077546433819, 34.1943387131495,
36.3162750111459, 36.8194622998428, 37.3498961526291, 35.6545766414716,
33.2365599827184, 30.0246952812454, 29.5157002191774, 30.9095443930866,
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), offset = 0, gain = 1, inmemory = TRUE, fromdisk = FALSE,
isfactor = FALSE, attributes = list(), haveminmax = TRUE,
min = -11.6835174739136, max = 97.3832753485588, band = 1L,
unit = "", names = "layer"), legend = new(".RasterLegend",
type = character(0), values = logical(0), color = logical(0),
names = logical(0), colortable = logical(0)), title = character(0),
extent = new("Extent", xmin = -181.40625, xmax = 178.59375,
ymin = -89.258464857103, ymax = 89.258464857103), rotated = FALSE,
rotation = new(".Rotation", geotrans = numeric(0), transfun = function ()
NULL), ncols = 128L, nrows = 64L, crs = new("CRS", projargs = "+proj=longlat +datum=WGS84 +no_defs"),
history = list(), z = list())
Any help would be greatly appreciated!
Thank you!
Not sure about the error (a reprex or at least the output of traceback() may be useful), but
col = col=brewer.pal(n=10, name="RdBu")
should probably be replaced by
col.regions = colorRampPalette(brewer.pal(n=10, name="RdBu"))