_id unsafe_ X species taxonomic_group native_introduced n_plant_families mean_ITD_mm itd_citation fp_start fp_end fp_duration fp_peak n_records mean_summer_temp mean_annual_temp mean_annual_prec mean_warmest_max temp_breadth prec_breadth temp_breadth_sd prec_breadth_sd temp_breadth_iqr prec_breadth_iqr 1 1 1 Bombus hortorum bee introduced 7 4.84 Redhead et al. 2016 133 263 130 216 191 14.2837454915652 11.0309672772741 968.365979183351 22.0323954553096 14.6148636926255 3680.76091864402 1.79861825524759 587.306527078691 3.5296509475274 810.135696180363 2 2 2 Bombus ruderatus bee introduced 2 5.58 Redhead et al. 2016 95 289 194 230 279 14.668070170126 11.5688782976261 1132.58121724672 22.0296898616748 10.6089904534158 3033.93937397813 1.67251002203225 458.579649532747 5.56638412042196 972.891491904011 3 3 3 Bombus terrestris bee introduced 30 5.56 Redhead et al. 2016 107 256 149 182 803 13.8397571795555 10.8494557312812 1186.51234880455 21.1890130613748 15.9300034235723 4869.38643870752 2.01249282192513 570.873961759609 5.54624401438096 1505.80778300683 4 4 4 Calliphora hilli fly introduced 3 3.3835 58 261.4 203.4 176 94 16.0302327268669 13.4643436652242 1437.27985018077 22.4858602313104 11.5174686134784 3208.45907199958 2.23634099953907 453.614037504269 6.50758918542978 1243.02686988896 5 5 5 Calliphora quadrimaculata fly native 6 4.519 136.4 247 110.6 221 267 12.3667515877937 9.34029189937914 1800.3276040596 19.8234989541937 15.4639483258642 4442.52040639993 2.15724512995222 777.970092255514 6.20250122008552 2458.78996089601 6 6 6 Calliphora stygia fly introduced 2 3.9545 130.8 257 126.2 185 218 14.6191603132137 11.7700079343145 1287.50524075747 21.7327678279533 14.0343342225231 3879.98249775501 2.47918934868208 557.652419658241 7.44133338069928 1487.15024000007 7 7 7 Calliphora vicina fly introduced 3 3.6695 71.9 317.7 245.8 118 310 16.1009389560038 13.3105148374555 1249.76046783917 22.8192321398177 9.9728552189539 2924.52312395282 2.46751867749122 382.50955738532 6.77236933174961 918.451665048384 8 8 8 Eristalis tenax fly introduced 3 4.6345 168 174.4 6.39999999999986 168 1193 16.1686835004001 13.3455300954759 1457.82263194814 23.6145884510691 10.6655318222141 2708.41079432487 1.11424890202706 326.626780788548 3.31273477437487 937.243195377127 9 9 9 Helophilus antipodus fly native 5 3.801 122.2 241 118.8 189 225 13.1737342987393 10.2686791417471 1657.20224941971 20.3345766387772 15.3595628401529 4300.1104063997 2.45685102557189 825.543991448527 7.97773240841013 2477.53337790612 10 10 10 Helophilus cingulatus fly native NA 4.6315 126.4 267 140.6 183.5 74 13.349316736788 10.4323153546349 1723.2440256289 20.4429841258626 15.2621105801084 4432.16512759299 2.67142243650942 784.666104133319 8.73903644359719 2613.33356185587 11 11 11 Helophilus hochstetteri fly native 4 3.392 108 255 147 168 202 14.3247577742078 11.3992542401165 1443.80264248709 21.6001298757047 13.0235601843895 3768.44019904974 2.34023554770476 633.226442215118 8.12149798704198 2217.24395526155 12 12 12 Helophilus seelandicus fly native 1 5.1575 47 293.5 246.5 150 116 16.0933077969044 13.4993175571124 1422.15437955287 22.5063156506828 7.92003047592295 2530.26688000012 1.71822407676277 411.276376429645 5.06615590231372 1238.68014778091 13 13 13 Hylaeus agilis bee native 13 1.3895 124.3 276 151.7 199 324 12.3260597791795 9.51271380987981 1916.7074939993 19.3559516369631 12.5436323811305 4762.30239297916 2.55890606068346 996.470673630569 9.07193444089746 3018.36527278362 14 14 14 Hylaeus asperithorax bee introduced 9 0.988235294 134 248 114 182 111 15.8873981195595 13.3566978248738 1394.44066211698 22.4480782122145 9.11341753648652 2568.38380930235 2.82798583674251 399.334335860278 7.56086414979573 1267.88472042036 15 15 15 Hylaeus capitosus bee native 18 1.3095 124.9 231.1 106.2 182 310 13.375623138178 10.3492315147218 1293.86007906001 20.7155463640636 12.2555009207989 3124.37169166982 2.44036927704426 622.77133690187 8.87763158232577 2120.04936255801 16 16 16 Hylaeus relegatus bee native 15 1.629 134 242 108 182 352 14.1795677389036 11.3618699427636 1467.79598426494 21.1245149177043 13.4066133808289 4780.7910441547 2.76107298997052 689.144994765803 8.66555543750183 2430.41151408141 17 17 17 Lasioglossum cognatum bee introduced 8 1.7005 154 170 16 168 320 16.4352304330169 13.6602993720817 1437.91898274212 23.8113387346192 12.079301057661 2846.76975689529 1.2997921953371 340.004337585756 2.16582155119481 557.406096711918 18 18 18 Lasioglossum maunga bee native 16 1.185 131 250.5 119.5 191.5 336 10.9825600338063 7.67031615575147 2261.7394670662 19.049312841577 15.2487535666235 4544.06675155083 2.35842086747749 866.91290256556 7.37213039164297 2797.53518507705 19 19 19 Lasioglossum sordidum bee native 53 1.1 128 236 108 182 2949 14.1665399493022 11.2152593900729 1452.78124066887 21.3982586071636 16.1633370112188 4870.84483870759 2.73044940831295 704.062678897033 9.35487031623871 2578.44055178224 20 20 20 Leioproctus boltoni bee native 21 2.39 134 188 54 160 521 15.1635901155191 12.3725537697362 1425.93335675359 22.2262349764647 12.6164502788089 3702.22990241537 2.54379878196817 558.758337927939 7.54784365351371 1305.79779582349 21 21 21 Leioproctus fulvescens bee native 15 2.398 174.4 227 52.6 187 826 12.7513214591239 9.38304186263047 1277.28287252336 20.8982417278738 13.3275553284057 3710.59282535918 1.60127105096154 553.080930940811 6.00078850034318 1742.68128339947 22 22 22 Leioproctus huakiwi bee native 13 2.4125 146 219 73 168 362 14.9630464749049 12.1677664922355 1480.78836520606 21.724543977194 16.1633370112188 4830.7739955587 2.42875098370987 749.632382228467 6.54853379489701 2508.77561258167 23 23 23 Leioproctus imitatus bee native 15 2.5305 147 195 48 165 1056 15.5747349080672 12.8790216428738 1449.23345604903 22.2914931526332 11.7595085690909 2906.22448453568 2.65607583306316 529.201041951165 7.81530198580297 1497.34317101487 24 24 24 Leioproctus kanapuu bee native 5 2.525 12 196 184 160 155 14.80789551955 12.0728832484947 2089.39742867971 21.5471180305585 7.07500133871304 3023.56849413766 1.5761644207189 847.243184870972 5.45174809190117 2235.7882720161 25 25 25 Leioproctus metallicus bee native 2 2.7405 151 199 48 175 230 14.9634252158425 12.2425795069372 979.575293947222 21.5693019334709 9.95565209944269 2471.43470289601 1.43046567697428 319.088505471147 4.59513642890278 942.856921839331 26 26 26 Leioproctus monticola bee native 8 2.1465 184 226 42 201 144 12.0852084862581 8.73062290007425 1819.71062153709 20.3965739681658 12.2233683267479 2997.43395714644 2.19040418951543 888.653160583086 7.69205166706728 2528.31288453567 27 27 27 Leioproctus paahaumaa bee native 9 2.383 148 214.9 66.9 168 438 15.6757412293799 12.8756613494819 1587.89950161735 23.0249544090868 12.5344211075633 2043.86451884077 1.36249871093417 284.738479133946 3.82601082888964 856.256183006792 28 28 28 Leioproctus pango bee native 17 2.8135 107 255 148 186 374 14.7937457965666 11.8107193322645 1351.31231757434 22.1708014023633 12.8147177541866 3729.89819689498 2.76304907019257 739.206241624863 9.98754007124584 2813.34172625093 29 29 29 Leioproctus pekanui bee native 10 1.665 183.2 236.8 53.6 213 93 9.65280784881663 6.18256891324809 2391.07383377707 17.8573520984411 10.7417993991389 4573.29554398756 2.03026582672599 964.405198281971 5.73491401919114 2839.33731641579 30 30 30 Leioproctus purpureus bee native 6 2.527 144 189 45 161 126 15.1730308121834 12.6568864353536 1760.19380976121 21.3600172882771 8.55060542741528 2800.44831053228 1.6215187026227 797.80549743944 4.6200642675008 2214.97121606202 31 31 31 Leioproctus vestitus bee native 11 2.184 154 217 63 165 320 13.7277601193283 10.6790232237497 1841.14500665651 20.855046201066 9.79187871448671 5893.9002068109 1.73208985459277 944.441016301387 5.08595062013329 2491.34355617082 32 32 32 Lucilia sericata fly introduced 4 2.655 112 306 194 237.5 146 16.023622180349 13.2055695096833 1167.69239575357 22.7899852982918 11.697502886699 1615.33814615314 2.17457035967707 284.645145517878 6.04443341870768 735.330582765277 33 33 33 Melangyna novaezelandiae fly native 7 2.122 130.2 265 134.8 194 897 12.8989620150472 9.9704482960269 1651.1719754853 20.128012664759 12.9980834674835 3876.33997295503 2.64678461803259 780.985182002418 10.1953296809848 2611.0723954754 34 34 34 Melanostoma fasciatum fly native 3 1.4355 124.4 267 142.6 205 1237 14.9109604995106 12.0131316975971 1575.41215398048 22.0924878608395 13.1574701641231 3420.58264192003 2.29241644705364 700.765138076726 7.62218522531844 2374.99231797767 35 35 35 Orthoprosopa bilineata fly native NA 3.343 114.4 259 144.6 188 95 15.6152377198324 13.1818505872972 2112.0486570088 21.7059702176746 7.74525026414066 2384.82276671709 1.93972429732416 706.984307562117 6.46086182779668 1854.47019352184 36 36 36 Xenocalliphora hortona fly native 2 2.278 67 275 208 140 219 15.4251536417131 12.894463312393 1511.88090732263 21.8437542396336 13.906948538412 3234.05264191996 2.82505121364583 600.352594475204 7.80041680335995 2286.76950000012