##Configure un directorio de trabajo en su computadora local con la función "setwd"
setwd("~/Documents")
## Cargue la libreria BiodiversityR para hallar el IVI, tenga en cuanta instalar la libreria con la versión mas reciente para el R y el Rstudio, en caso de que trabaje con es GUI
library(BiodiversityR)
## Loading required package: tcltk
## Warning in system2("/usr/bin/otool", c("-L", shQuote(DSO)), stdout = TRUE):
## running command ''/usr/bin/otool' -L '/Library/Frameworks/R.framework/
## Resources/library/tcltk/libs//tcltk.so'' had status 1
## Loading required package: vegan
## Loading required package: permute
## Loading required package: lattice
## This is vegan 2.5-4
## BiodiversityR 2.11-1: Use command BiodiversityRGUI() to launch the Graphical User Interface;
## to see changes use BiodiversityRGUI(changeLog=TRUE, backward.compatibility.messages=TRUE)
## Carga la Base de de datos, recuerde generar la base de datos usando los conteos de especies o cualquier jerarquia taxonomica donde quiera calcular el IVI y la sumatoria de areas basales
ejemplo= read.csv("judiar.csv", header=TRUE, sep=",")
ejemplo #Revise la base de datos
## bosque transecto sp ab abun
## 1 B1 1 Arecaceae sp. 01 0.001344859 1
## 2 B1 1 Calyptranthes speciosa 0.287577146 1
## 3 B1 1 Cecropia sp. 01 0.059541854 1
## 4 B1 1 Cyathea andina 0.221933610 1
## 5 B1 1 Cybianthus minutiflorus 0.272381669 2
## 6 B1 1 Ficus mutisii 0.005379437 1
## 7 B1 1 Henriettella fissanthera 0.050421559 1
## 8 B1 1 Hyeronima oblonga 0.000447623 1
## 9 B1 1 Meliosma frondosa 1.485794234 1
## 10 B1 1 Myrcia fallax 0.001145916 1
## 11 B1 1 Ocotea cernua 0.282756661 1
## 12 B1 1 Ocotea globifera 0.005296995 1
## 13 B1 1 Parathesis adenanthera 0.001790493 1
## 14 B1 1 Pouteria baehniana 0.166837432 2
## 15 B1 1 Protium aracouchini 2.500899979 1
## 16 B1 1 Schefflera sp. 01 0.047181483 1
## 17 B1 2 Annona ambotay 0.000447623 1
## 18 B1 2 Arachnothryx reflexa 0.153530487 1
## 19 B1 2 Arecaceae sp. 01 0.013705230 1
## 20 B1 2 Boehmeria sp. 01 0.008148733 1
## 21 B1 2 Chrysochlamys membranacea 0.078783686 1
## 22 B1 2 Compsoneura sprucei 0.006925229 1
## 23 B1 2 Faramea flavicans 0.007360916 2
## 24 B1 2 Hedyosmum bonplandianum 0.048414934 1
## 25 B1 2 Maytenus sp. 01 0.000509296 1
## 26 B1 2 Meliosma frondosa 0.103418882 1
## 27 B1 2 Myrcia fallax 0.043576623 1
## 28 B1 2 Ocotea globifera 0.001283505 1
## 29 B1 2 Piper arbelaezii 0.010894156 1
## 30 B1 2 Quararibea ochrocalyx 0.003509366 1
## 31 B1 2 Schefflera nova 0.006238874 1
## 32 B1 2 Tapirira guianensis 0.003610350 1
## 33 B1 2 Toxicodentron striatum 0.007161972 1
## 34 B1 3 Alfaroa colombiana 0.003183099 1
## 35 B1 3 Arachnothryx reflexa 0.006692465 1
## 36 B1 3 Calatora sp. 01 0.001344859 1
## 37 B1 3 Cecropia sp. 01 0.079577472 1
## 38 B1 3 Chrysochlamys membranacea 2.273450774 1
## 39 B1 3 Clusia alata 0.000718187 1
## 40 B1 3 Compsoneura sprucei 0.001559718 1
## 41 B1 3 Cyathea andina 0.036796623 1
## 42 B1 3 Ladenbergia muzonensis 0.019735531 1
## 43 B1 3 Myrcia fallax 0.024511851 1
## 44 B1 3 Nectandra umbrosa 0.000447623 1
## 45 B1 3 Quararibea ochrocalyx 0.024072185 1
## 46 B1 3 Roupala montana 0.045963948 1
## 47 B1 3 Sloanea brevispina 0.008047192 1
## 48 B1 3 Vismia baccifera 0.060232188 1
## 49 B1 3 Zanthoxylum sp. 01 0.000688266 1
## 50 B1 4 Acalypha diversifolia 0.000795775 1
## 51 B1 4 Alchornea sp. 01 0.002872747 1
## 52 B1 4 Celtis sp. 01 0.054530462 2
## 53 B1 4 Clusia alata 0.160460014 1
## 54 B1 4 Compsoneura sprucei 0.113638619 1
## 55 B1 4 Cyathea andina 0.032087626 1
## 56 B1 4 Ladenbergia macrocarpa 0.000795775 1
## 57 B1 4 Mabea sp. 01 0.259917927 2
## 58 B1 4 Melastomataceae sp. 03 0.745131613 1
## 59 B1 4 Mimosaceae sp. 01 0.010313240 1
## 60 B1 4 Myrcia fallax 0.070970850 3
## 61 B1 4 Talauma santanderiana 0.006535300 2
## 62 B1 4 Tapirira guianensis 0.074104531 1
## 63 B1 4 Tovomita stylosa 0.030098189 1
## 64 B1 4 Virola macrocarpa 0.045601790 1
## 65 B1 4 Vismia baccifera 0.074104531 1
## 66 B1 5 Alchornea sp. 01 0.015406198 1
## 67 B1 5 Brosimum sp. 01 0.000548209 1
## 68 B1 5 Cecropia sp. 01 0.050929582 1
## 69 B1 5 Clusia alata 1.558176629 1
## 70 B1 5 Compsoneura sprucei 0.100894366 1
## 71 B1 5 Graffenrieda latifolia 0.032087626 1
## 72 B1 5 Mabea sp. 01 0.149486280 2
## 73 B1 5 Macrolobium angustifolium 0.154859749 1
## 74 B1 5 Melastomataceae sp. 03 0.000718187 1
## 75 B1 5 Mimosaceae sp. 01 0.000962887 1
## 76 B1 5 Myrcia fallax 0.152283428 3
## 77 B1 5 Persea americana 0.042406835 1
## 78 B1 5 Pouteria multiflora 0.002299789 1
## 79 B1 5 Protium aracouchini 0.003747224 1
## 80 B1 5 Tapirira guianensis 0.029127344 1
## 81 B1 6 Alchornea glandulosa 0.009748240 1
## 82 B1 6 Arecaceae sp. 01 0.001471865 1
## 83 B1 6 Chrysochlamys membranacea 0.000795775 1
## 84 B1 6 Clusia alata 0.007161972 1
## 85 B1 6 Compsoneura sprucei 0.014137913 1
## 86 B1 6 Cyathea andina 0.021933541 1
## 87 B1 6 Cybianthus perseoides 0.001052412 1
## 88 B1 6 Graffenrieda latifolia 0.006831646 1
## 89 B1 6 Hyppotis albiflora 0.001673116 1
## 90 B1 6 Miconia costaricensis 0.015406198 1
## 91 B1 6 Mollinedia sp. 01 0.000509296 1
## 92 B1 6 Myrcia fallax 0.100715237 1
## 93 B1 6 Ocotea globifera 0.007647395 1
## 94 B1 6 Ouratea polyantha 0.000574947 1
## 95 B1 6 Persea americana 0.052210779 1
## 96 B1 6 Piper umbellatum 0.000574947 1
## 97 B1 6 Podocarpus oleifolius 0.361035031 1
## 98 B1 6 Pouteria baehniana 0.006238874 1
## 99 B1 6 Protium aracouchini 0.017206639 1
## 100 B1 6 Quararibea ochrocalyx 0.000877342 1
## 101 B1 6 Talauma santanderiana 0.012304667 2
## 102 B1 6 Tapirira guianensis 0.441338647 1
## 103 B1 7 Alchornea sp. 01 0.005174525 1
## 104 B1 7 Chrysochlamys membranacea 0.437598505 1
## 105 B1 7 Clusia alata 0.099821980 1
## 106 B1 7 Cyathea andina 0.052210779 1
## 107 B1 7 Dendropanax arboreus 0.001052412 1
## 108 B1 7 Faramea flavicans 0.002872747 1
## 109 B1 7 Graffenrieda latifolia 0.006463680 1
## 110 B1 7 Hyppotis albiflora 0.130379729 1
## 111 B1 7 Mimosaceae sp. 01 0.001243398 1
## 112 B1 7 Myrcia fallax 0.047181483 1
## 113 B1 7 Myrcianthes orthostemon 0.001145916 1
## 114 B1 7 Ouratea polyantha 0.023636498 1
## 115 B1 7 Piper jericoense 0.041827908 1
## 116 B1 7 Podocarpus oleifolius 0.110803671 1
## 117 B1 7 Pouteria hispida 0.028647890 1
## 118 B1 7 Protium aracouchini 0.015406198 1
## 119 B1 7 Tapirira guianensis 0.003678469 1
## 120 B1 8 Calatora sp. 01 0.000718187 1
## 121 B1 8 Compsoneura sprucei 0.236872291 2
## 122 B1 8 Cyathea andina 0.015406198 1
## 123 B1 8 Graffenrieda latifolia 0.018334649 1
## 124 B1 8 Hyeronima oblonga 0.007696813 1
## 125 B1 8 Mimosaceae sp. 01 0.016838593 1
## 126 B1 8 Myrcia fallax 0.076664936 2
## 127 B1 8 Nectandra umbrosa 0.071064672 1
## 128 B1 8 Piper jericoense 0.021105935 1
## 129 B1 8 Podocarpus oleifolius 0.351940042 1
## 130 B1 8 Pouteria baehniana 0.010428150 1
## 131 B1 8 Pouteria hispida 0.072576643 1
## 132 B1 8 Protium aracouchini 0.271177423 1
## 133 B1 8 Roupala montana 0.043576623 1
## 134 B1 8 Vismia baccifera 0.012103733 1
## 135 B1 9 Chrysochlamys membranacea 0.010028751 1
## 136 B1 9 Compsoneura sprucei 0.186282903 1
## 137 B1 9 Cyathea andina 0.275306221 1
## 138 B1 9 Dendropanax arboreus 0.000509296 1
## 139 B1 9 Graffenrieda latifolia 0.015406198 1
## 140 B1 9 Henriettella fissanthera 0.010894156 1
## 141 B1 9 Hyppotis albiflora 0.004209648 1
## 142 B1 9 Macrolobium angustifolium 0.002578310 1
## 143 B1 9 Myrcia fallax 4.028468247 1
## 144 B1 9 Myrcianthes orthostemon 0.146106227 1
## 145 B1 9 Piper jericoense 0.005801198 1
## 146 B1 9 Pouteria multiflora 0.002490775 2
## 147 B1 9 Roupala montana 0.007647395 1
## 148 B1 9 Sloanea brevispina 0.001145916 1
## 149 B1 9 Virola macrocarpa 0.001790493 1
## 150 B1 9 Vismia baccifera 0.031584298 1
## 151 B1 10 Chrysochlamys membranacea 0.019894368 1
## 152 B1 10 Compsoneura sprucei 0.219283681 1
## 153 B1 10 Cyathea andina 0.064457752 1
## 154 B1 10 Graffenrieda latifolia 0.004583662 1
## 155 B1 10 Mabea sp. 01 0.017483170 2
## 156 B1 10 Melastomataceae sp. 03 0.005379437 1
## 157 B1 10 Myrcia fallax 0.086070993 1
## 158 B1 10 Piper jericoense 0.027513433 1
## 159 B1 10 Pouteria hispida 0.022353312 1
## 160 B1 10 Roupala montana 0.000795775 1
## 161 B1 10 Talauma santanderiana 0.121997755 2
## 162 B1 10 Virola macrocarpa 0.092819163 1
## 163 B2 1 Calyptranthes speciosa 0.000447623 1
## 164 B2 1 Compsoneura sp. 01 0.016114438 1
## 165 B2 1 Compsoneura sprucei 0.836418193 2
## 166 B2 1 Cyathea andina 0.119224957 2
## 167 B2 1 Cyathea nigripes 0.006238874 1
## 168 B2 1 Ficus yaponensis 0.030098189 1
## 169 B2 1 Henriettella fissanthera 0.167311634 1
## 170 B2 1 Mabea sp. 01 0.735423161 1
## 171 B2 1 Macrolobium angustifolium 0.048541382 2
## 172 B2 1 Moraceae sp. 01 0.521518918 1
## 173 B2 1 Nectandra umbrosa 1.332482108 1
## 174 B2 1 Sloanea brevispina 0.000616248 1
## 175 B2 2 Annonaceae sp. 01 0.070314654 1
## 176 B2 2 Billia sp. 01 0.001450299 1
## 177 B2 2 Brosimum sp. 02 0.001559718 1
## 178 B2 2 Chrysochlamys membranacea 0.110803671 1
## 179 B2 2 Chrysophyllum argenteum 0.003851550 1
## 180 B2 2 Compsoneura sp. 01 0.071818668 1
## 181 B2 2 Compsoneura sprucei 1.383764695 1
## 182 B2 2 Cyathea andina 0.003344243 1
## 183 B2 2 Cyathea nigripes 0.035829040 1
## 184 B2 2 Graffenrieda latifolia 0.048663534 1
## 185 B2 2 Henriettella fissanthera 0.004525093 2
## 186 B2 2 Mabea sp. 01 0.005801198 1
## 187 B2 2 Matudaea colombiana 0.048414934 1
## 188 B2 2 Meliosma sp. 03 0.002037183 1
## 189 B2 2 Palicourea sp. 01 0.000718187 1
## 190 B2 2 Pouteria hispida 0.061624794 1
## 191 B2 2 Protium aracouchini 0.003851550 1
## 192 B2 2 Sloanea brevispina 0.000447623 1
## 193 B2 2 Tovomita stylosa 0.021766746 1
## 194 B2 2 Zanthoxylum sp. 01 0.000509296 1
## 195 B2 3 Cecropia sp. 01 0.126337194 1
## 196 B2 3 Chrysochlamys membranacea 0.026769861 1
## 197 B2 3 Compsoneura sprucei 0.820996318 1
## 198 B2 3 Cyathea nigripes 0.061624794 1
## 199 B2 3 Graffenrieda latifolia 0.000962887 1
## 200 B2 3 Hedyosmum bonplandianum 0.007647395 1
## 201 B2 3 Henriettella fissanthera 0.002037183 1
## 202 B2 3 Mabea sp. 01 0.419699543 2
## 203 B2 3 Macrolobium angustifolium 0.035191147 1
## 204 B2 3 Meliosma sp. 01 0.006238874 1
## 205 B2 3 Nectandra sp. 01 0.000548209 1
## 206 B2 3 Nectandra umbrosa 0.004357344 1
## 207 B2 3 Palicourea stipularis 0.000644578 1
## 208 B2 3 Phyllonoma ruscifolia 0.051568191 1
## 209 B2 3 Sloanea brevispina 0.000644578 1
## 210 B2 4 Compsoneura sp. 01 0.002299789 1
## 211 B2 4 Compsoneura sprucei 1.998997544 1
## 212 B2 4 Dendropanax macrophyllum 0.021105935 1
## 213 B2 4 Graffenrieda latifolia 0.092819163 1
## 214 B2 4 Henriettella fissanthera 0.004209648 1
## 215 B2 4 Lauraceae sp. 04 0.000644578 1
## 216 B2 4 Mabea sp. 01 0.827838468 2
## 217 B2 4 Macrolobium angustifolium 0.189953414 1
## 218 B2 4 Meliosma sp. 01 0.054820920 1
## 219 B2 4 Myrcia fallax 1.377478075 4
## 220 B2 4 Nectandra umbrosa 0.017097220 3
## 221 B2 4 Protium aracouchini 0.395348836 2
## 222 B2 4 Tovomita stylosa 0.226342521 2
## 223 B2 5 Compsoneura sprucei 0.004973592 1
## 224 B2 5 Cyathea andina 0.018334649 1
## 225 B2 5 Cyathea sp. 01 0.005379437 1
## 226 B2 5 Graffenrieda latifolia 0.146106227 1
## 227 B2 5 Hedyosmum bonplandianum 0.040115003 1
## 228 B2 5 Henriettella fissanthera 0.108375683 1
## 229 B2 5 Mabea sp. 01 0.417998495 2
## 230 B2 5 Macrolobium angustifolium 0.018334649 1
## 231 B2 5 Meliosma sp. 01 0.138655786 1
## 232 B2 5 Miconia sp. 01 0.003851550 1
## 233 B2 5 Miconia sp. 02 0.133453409 1
## 234 B2 5 Myrcia fallax 0.037886834 1
## 235 B2 5 Palicourea stipularis 0.002578310 1
## 236 B2 5 Phyllonoma ruscifolia 0.001790493 1
## 237 B2 5 Piper nov. 0.000962887 1
## 238 B2 5 Protium aracouchini 0.214031567 1
## 239 B2 5 Theaceae sp. 01 0.001911849 1
## 240 B2 5 Tovomita stylosa 0.219283681 1
## 241 B2 6 Cecropia sp. 01 0.052468928 1
## 242 B2 6 Compsoneura sprucei 0.517452509 1
## 243 B2 6 Graffenrieda latifolia 0.000574947 1
## 244 B2 6 Henriettella fissanthera 0.027513433 1
## 245 B2 6 Macrolobium angustifolium 0.006600474 1
## 246 B2 6 Matudaea colombiana 1.276424633 1
## 247 B2 6 Meliosma sp. 01 0.231333699 1
## 248 B2 6 Miconia sp. 02 0.034663947 1
## 249 B2 6 Myrtaceae sp. 02 0.082954819 1
## 250 B2 6 Nectandra umbrosa 0.008148733 1
## 251 B2 6 Protium aracouchini 0.033106218 1
## 252 B2 6 Tovomita stylosa 0.002037183 1
## 253 B2 6 Vismia baccifera spp. ferruginea 0.046570726 1
## 254 B2 7 Aniba coto 0.001303797 1
## 255 B2 7 Chrysophyllum argenteum 0.001052412 1
## 256 B2 7 Compsoneura sp. 01 0.269417488 1
## 257 B2 7 Compsoneura sprucei 1.098266590 1
## 258 B2 7 Cyathea nigripes 0.027700918 1
## 259 B2 7 Cyathea sp. 01 0.019639720 2
## 260 B2 7 Ficus mutisii 0.001604600 1
## 261 B2 7 Graffenrieda latifolia 0.100357457 1
## 262 B2 7 Guatteria latisepala 0.001790493 1
## 263 B2 7 Henriettella fissanthera 0.003851550 1
## 264 B2 7 Hyeronima sp. 01 0.004283178 1
## 265 B2 7 Mabea sp. 01 1.207271810 1
## 266 B2 7 Macrolobium angustifolium 0.005053488 1
## 267 B2 7 Matudaea colombiana 0.017578663 1
## 268 B2 7 Miconia sp. 01 0.000844237 1
## 269 B2 7 Moraceae sp. 01 0.000962887 1
## 270 B2 7 Myrtaceae sp. 02 0.003442840 1
## 271 B2 7 Nectandra umbrosa 0.005296995 1
## 272 B2 7 Palicourea stipularis 0.000718187 1
## 273 B2 7 Protium aracouchini 0.192641461 2
## 274 B2 7 Symplocos sp. 01 0.000509296 1
## 275 B2 7 Vismia baccifera spp. ferruginea 0.006238874 1
## 276 B2 8 Apocynaceae sp. 01 0.001559718 1
## 277 B2 8 Chrysophyllum argenteum 0.038992961 1
## 278 B2 8 Compsoneura sprucei 0.248480655 2
## 279 B2 8 Cyathea nigripes 0.005379437 1
## 280 B2 8 Cyathea sp. 01 0.082792401 1
## 281 B2 8 Graffenrieda latifolia 0.174306494 1
## 282 B2 8 Guatteria cestrifolia 0.001145916 1
## 283 B2 8 Guatteria latisepala 0.010894156 1
## 284 B2 8 Henriettella fissanthera 0.000509296 1
## 285 B2 8 Hoffmannia dotae 0.000509296 1
## 286 B2 8 Mabea sp. 01 0.183523554 2
## 287 B2 8 Macrolobium angustifolium 0.000644578 1
## 288 B2 8 Matudaea colombiana 0.428317783 1
## 289 B2 8 Myrtaceae sp. 02 0.006692465 1
## 290 B2 8 Nectandra umbrosa 0.084423740 1
## 291 B2 8 Protium aracouchini 0.194405296 1
## 292 B2 8 Sloanea brevispina 0.049664300 1
## 293 B2 8 Sloanea sp. 01 0.000962887 1
## 294 B2 9 Chrysophyllum argenteum 0.012605390 1
## 295 B2 9 Compsoneura sp. 01 0.003851550 1
## 296 B2 9 Compsoneura sprucei 0.145029942 1
## 297 B2 9 Cyathea nigripes 0.050929582 1
## 298 B2 9 Cyathea sp. 01 0.131593286 2
## 299 B2 9 Graffenrieda latifolia 0.081982701 1
## 300 B2 9 Guatteria cestrifolia 0.006238874 1
## 301 B2 9 Henriettella fissanthera 0.001673116 1
## 302 B2 9 Mabea sp. 01 1.045697712 1
## 303 B2 9 Macrolobium angustifolium 0.037667519 1
## 304 B2 9 Matudaea colombiana 0.032087626 1
## 305 B2 9 Myrtaceae sp. 02 0.098047403 1
## 306 B2 9 Nectandra umbrosa 0.158847456 2
## 307 B2 9 Protium aracouchini 1.457731955 1
## 308 B2 9 Tovomita stylosa 0.000795775 1
## 309 B2 10 Alfaroa colombiana 0.001243398 1
## 310 B2 10 Chrysophyllum argenteum 0.026036475 1
## 311 B2 10 Compsoneura sp. 01 0.003712767 1
## 312 B2 10 Compsoneura sprucei 0.426473575 1
## 313 B2 10 Cyathea sp. 01 0.101792398 1
## 314 B2 10 Dendropanax macrophyllum 0.003509366 1
## 315 B2 10 Guatteria cestrifolia 0.002578310 1
## 316 B2 10 Henriettella fissanthera 0.035722327 1
## 317 B2 10 Mabea sp. 01 0.877644018 2
## 318 B2 10 Macrolobium angustifolium 0.062327065 1
## 319 B2 10 Marila laxiflora 0.004209648 1
## 320 B2 10 Matudaea colombiana 0.063033315 1
## 321 B2 10 Myrtaceae sp. 02 0.044167486 1
## 322 B2 10 Nectandra umbrosa 0.026769861 1
## 323 B2 10 NN 0.002578310 1
## 324 B2 10 Protium aracouchini 3.704596214 1
## 325 B2 10 Sloanea brevispina 1.283445833 1
## 326 B3 1 Beilschmiedia sp. 01 0.001911849 1
## 327 B3 1 Brosimum sp. 02 0.039551993 1
## 328 B3 1 Burseraceae sp. 02 0.001052412 1
## 329 B3 1 Calyptranthes speciosa 0.002753381 2
## 330 B3 1 Chrysochlamys membranacea 0.007434525 2
## 331 B3 1 Chrysophyllum argenteum 0.034140725 1
## 332 B3 1 Compsoneura sprucei 0.014522889 2
## 333 B3 1 Cyathea andina 0.129972611 1
## 334 B3 1 Cyathea sp. 01 0.047796219 1
## 335 B3 1 Faramea flavicans 0.000795775 1
## 336 B3 1 Graffenrieda latifolia 0.260703755 1
## 337 B3 1 Henriettella fissanthera 0.009199156 1
## 338 B3 1 Mabea sp. 01 0.000509296 1
## 339 B3 1 Mauria sp. 01 0.016838593 1
## 340 B3 1 Mauria sp. 02 0.001344859 1
## 341 B3 1 Melastomataceae sp. 02 0.000718187 1
## 342 B3 1 Meliaceae sp. 01 0.000447623 1
## 343 B3 1 Meliosma sp. 02 0.000764262 1
## 344 B3 1 Miconia costaricensis 0.008665987 1
## 345 B3 1 Mimosaceae sp. 01 0.000795775 1
## 346 B3 1 Myrcianthes orthostemon 0.029127344 1
## 347 B3 1 Nectandra umbrosa 0.050294951 1
## 348 B3 1 Ouratea polyantha 0.003851550 1
## 349 B3 1 Persea americana 0.001145916 1
## 350 B3 1 Pouteria hispida 0.001145916 1
## 351 B3 1 Protium sp. 01 0.003851550 1
## 352 B3 1 Sloanea brevispina 0.122304605 2
## 353 B3 1 Socratea sp. 01 0.001386558 1
## 354 B3 2 Aniba coto 0.003447694 2
## 355 B3 2 Beilschmiedia sp. 01 0.002872747 1
## 356 B3 2 Brosimum sp. 03 0.004973592 1
## 357 B3 2 Burseraceae sp. 01 0.000447623 1
## 358 B3 2 Burseraceae sp. 02 1.437368080 1
## 359 B3 2 Chrysophyllum argenteum 0.026310302 1
## 360 B3 2 Compsoneura sprucei 0.208534754 3
## 361 B3 2 Cyathea andina 0.321500943 1
## 362 B3 2 Cyathea sp. 01 0.034663947 1
## 363 B3 2 Graffenrieda latifolia 0.087734162 1
## 364 B3 2 Ladenbergia sp. 02 0.002872747 1
## 365 B3 2 Lauraceae sp. 02 0.639582044 1
## 366 B3 2 Lauraceae sp. 03 0.024511851 1
## 367 B3 2 Melastomataceae sp. 01 0.011490987 1
## 368 B3 2 Miconia costaricensis 0.006692465 1
## 369 B3 2 Mollinedia sp. 01 0.000574947 1
## 370 B3 2 Myristicaceae sp. 01 0.000644578 1
## 371 B3 2 Pouteria hispida 0.138514536 2
## 372 B3 2 Protium sp. 01 0.015758329 1
## 373 B3 2 Protium sp. 02 0.005801198 1
## 374 B3 2 Prunus sp. 01 0.001344859 1
## 375 B3 2 Roupala montana 0.037339739 1
## 376 B3 2 Schefflera nova 0.000447623 1
## 377 B3 2 Sphatyphyllum sp. 01 0.004583662 1
## 378 B3 2 Vochysia sp. 01 0.170791159 1
## 379 B3 3 Anthurium sp. 01 0.001052412 1
## 380 B3 3 Beilschmiedia sp. 01 0.203817799 3
## 381 B3 3 Calyptranthes speciosa 0.000644578 1
## 382 B3 3 Chrysochlamys membranacea 0.029610777 1
## 383 B3 3 Chrysophyllum argenteum 0.043576623 1
## 384 B3 3 Clusia alata 0.000509296 1
## 385 B3 3 Compsoneura sprucei 0.054820920 1
## 386 B3 3 Cyathea andina 0.550429413 1
## 387 B3 3 Cyathea sp. 01 0.026769861 1
## 388 B3 3 Dendropanax caucanus 0.006692465 1
## 389 B3 3 Faramea flavicans 0.001145916 1
## 390 B3 3 Ficus mutisii 0.065175939 1
## 391 B3 3 Graffenrieda latifolia 0.074874443 1
## 392 B3 3 Guatteria crassipes 0.047181483 1
## 393 B3 3 Henriettella fissanthera 0.001911849 1
## 394 B3 3 Lauraceae sp. 02 0.020698100 1
## 395 B3 3 Lauraceae sp. 03 0.619438996 1
## 396 B3 3 Mollinedia sp. 01 0.140764589 1
## 397 B3 3 Ouratea polyantha 0.001243398 1
## 398 B3 3 Piper sp. 01 0.000962887 1
## 399 B3 3 Pouruma sp. 01 0.033621482 1
## 400 B3 3 Pouteria hispida 0.013822607 2
## 401 B3 3 Protium sp. 01 0.048414934 1
## 402 B3 3 Schefflera sp. 01 0.000574947 1
## 403 B3 3 Sloanea brevispina 0.006342324 2
## 404 B3 3 Socratea sp. 01 0.003183099 1
## 405 B3 3 Vochysia sp. 01 0.004973592 1
## 406 B3 4 Aniba cotto 0.016838593 1
## 407 B3 4 Beilschmiedia sp. 01 0.148270734 1
## 408 B3 4 Chrysochlamys membranacea 0.034663947 1
## 409 B3 4 Chrysophyllum argenteum 0.018461973 2
## 410 B3 4 Compsoneura sprucei 0.105834058 3
## 411 B3 4 Cyathea sp. 01 0.208843116 1
## 412 B3 4 Graffenrieda latifolia 0.068826555 1
## 413 B3 4 Guatteria crassipes 0.000509296 1
## 414 B3 4 Henriettella fissanthera 0.016838593 1
## 415 B3 4 Lauraceae sp. 01 0.001673116 1
## 416 B3 4 Lauraceae sp. 03 0.002437060 1
## 417 B3 4 Melastomataceae sp. 04 0.000509296 1
## 418 B3 4 Protium sp. 01 0.079577472 1
## 419 B3 4 Socratea sp. 01 0.167311634 1
## 420 B3 4 Vochysia sp. 01 0.001344859 1
## 421 B3 5 Aniba coto 0.071818668 1
## 422 B3 5 Beilschmiedia sp. 01 0.364930348 3
## 423 B3 5 Brosimum sp. 01 0.016838593 1
## 424 B3 5 Chrysochlamys membranacea 0.009748240 1
## 425 B3 5 Clusia alata 0.005174525 1
## 426 B3 5 Compsoneura sprucei 0.381074946 3
## 427 B3 5 Cyathea andina 0.021416287 2
## 428 B3 5 Cyathea sp. 01 0.371276651 1
## 429 B3 5 Faramea flavicans 0.002037183 1
## 430 B3 5 Graffenrieda latifolia 0.101083283 2
## 431 B3 5 Henriettella fissanthera 0.128350504 1
## 432 B3 5 Lauraceae sp. 02 0.001344859 1
## 433 B3 5 Melastomataceae sp. 01 0.001145916 1
## 434 B3 5 Ouratea polyantha 0.022777062 1
## 435 B3 5 Pouteria hispida 0.054162417 1
## 436 B3 5 Protium sp. 01 1.643833819 1
## 437 B3 5 Roupala montana 0.046570726 1
## 438 B3 5 Socratea sp. 01 0.318309886 1
## 439 B3 6 Aniba coto 0.002299789 1
## 440 B3 6 Beilschmiedia sp. 01 0.262146096 1
## 441 B3 6 Clusia alata 0.034140725 1
## 442 B3 6 Compsoneura sprucei 0.175703078 5
## 443 B3 6 Cyathea andina 0.361035031 1
## 444 B3 6 Cyathea sp. 01 0.030589580 1
## 445 B3 6 Graffenrieda latifolia 0.197871372 3
## 446 B3 6 Henriettella fissanthera 0.000644578 1
## 447 B3 6 Lauraceae sp. 03 0.000877342 1
## 448 B3 6 Ouratea polyantha 0.020698100 1
## 449 B3 6 Pouteria hispida 0.378183976 1
## 450 B3 6 Protium sp. 01 0.056820304 1
## 451 B3 6 Roupala montana 0.004209648 1
## 452 B3 6 Sloanea brevispina 0.008665987 1
## 453 B3 6 Socratea sp. 01 0.180244962 1
## 454 B3 7 Aniba coto 0.002166497 1
## 455 B3 7 Aniba cotto 0.000795775 1
## 456 B3 7 Annonaceae sp. 05 0.001559718 1
## 457 B3 7 Beilschmiedia sp. 01 0.001673116 1
## 458 B3 7 Brosimum sp. 01 0.005588328 1
## 459 B3 7 Calyptranthes speciosa 0.002037183 1
## 460 B3 7 Chrysochlamys membranacea 0.010313240 1
## 461 B3 7 Compsoneura sprucei 0.209372307 2
## 462 B3 7 Cyathea sp. 01 0.231333699 1
## 463 B3 7 Euphorbiaceae sp. 01 0.000574947 1
## 464 B3 7 Graffenrieda latifolia 0.001790493 1
## 465 B3 7 Henriettella fissanthera 0.011490987 1
## 466 B3 7 Ladenbergia sp. 01 0.071818668 1
## 467 B3 7 Lauraceae sp. 02 0.103418882 1
## 468 B3 7 Melastomataceae sp. 01 0.000795775 1
## 469 B3 7 Meliosma sp. 02 0.005174525 1
## 470 B3 7 Miconia brachygyna 0.017954667 1
## 471 B3 7 Miconia costaricensis 0.002437060 1
## 472 B3 7 Ouratea polyantha 0.010028751 1
## 473 B3 7 Podocarpus oleifolius 0.919915571 1
## 474 B3 7 Protium sp. 01 1.250118310 2
## 475 B3 7 Schefflera sp. 01 0.033106218 1
## 476 B3 7 Sloanea brevispina 0.002299789 1
## 477 B3 7 Socratea sp. 01 0.080375236 1
## 478 B3 8 Aniba coto 0.032334316 3
## 479 B3 8 Calyptranthes speciosa 0.104994516 2
## 480 B3 8 Chrysochlamys membranacea 0.040115003 1
## 481 B3 8 Chrysophyllum argenteum 0.000447623 1
## 482 B3 8 Clusia alata 0.174306494 1
## 483 B3 8 Compsoneura sprucei 0.139865364 3
## 484 B3 8 Cyathea andina 0.219283681 1
## 485 B3 8 Cyathea sp. 01 0.014037466 1
## 486 B3 8 Euphorbiaceae sp. 01 0.001344859 1
## 487 B3 8 Graffenrieda latifolia 0.002723539 1
## 488 B3 8 Henriettella fissanthera 0.155971844 1
## 489 B3 8 Ladenbergia macrocarpa 0.039551993 1
## 490 B3 8 Ladenbergia sp. 01 0.001344859 1
## 491 B3 8 Lauraceae sp. 02 0.182648202 1
## 492 B3 8 Melastomataceae sp. 01 0.000509296 1
## 493 B3 8 Miconia brachygyna 0.014037466 1
## 494 B3 8 Podocarpus oleifolius 0.096288741 1
## 495 B3 8 Protium sp. 01 0.050294951 1
## 496 B3 8 Sloanea brevispina 0.013705230 1
## 497 B3 8 Socratea sp. 01 0.008405370 1
## 498 B3 8 Sphatyphyllum sp. 01 0.001559718 1
## 499 B3 8 Vismia baccifera 0.018541551 2
## 500 B3 9 Aniba coto 0.004394666 1
## 501 B3 9 Aniba cotto 0.010028751 1
## 502 B3 9 Anthurium sp. 01 0.000509296 1
## 503 B3 9 Beilschmiedia sp. 01 0.033806499 2
## 504 B3 9 Burseraceae sp. 02 0.128350504 1
## 505 B3 9 Chrysochlamys membranacea 0.007161972 1
## 506 B3 9 Clusia alata 0.013376973 1
## 507 B3 9 Compsoneura sprucei 0.000509296 1
## 508 B3 9 Cyathea andina 0.084423740 1
## 509 B3 9 Cyathea sp. 01 0.009199156 1
## 510 B3 9 Graffenrieda latifolia 0.024072185 1
## 511 B3 9 Henriettella fissanthera 0.054162417 1
## 512 B3 9 Ladenbergia macrocarpa 0.068826555 1
## 513 B3 9 Melastomataceae sp. 01 0.027233400 1
## 514 B3 9 Miconia brachygyna 0.019498470 1
## 515 B3 9 Miconia costaricensis 0.001145916 1
## 516 B3 9 Persea americana 0.001911849 1
## 517 B3 9 Pouteria hispida 0.099821980 1
## 518 B3 9 Protium sp. 01 0.421697256 1
## 519 B3 9 Sloanea brevispina 0.006238874 1
## 520 B3 9 Socratea sp. 01 0.786392532 2
## 521 B3 9 Sphatyphyllum sp. 01 0.022777062 1
## 522 B3 10 Aniba coto 0.025413066 3
## 523 B3 10 Anthurium sp. 01 0.029416926 1
## 524 B3 10 Beilschmiedia sp. 01 0.036646540 2
## 525 B3 10 Calyptranthes speciosa 0.001911849 1
## 526 B3 10 Chrysochlamys membranacea 0.026493648 1
## 527 B3 10 Cyathea andina 0.102152725 1
## 528 B3 10 Cyathea sp. 01 0.001790493 1
## 529 B3 10 Dendropanax caucanus 0.016838593 1
## 530 B3 10 Graffenrieda latifolia 0.117667706 1
## 531 B3 10 Henriettella fissanthera 0.000718187 1
## 532 B3 10 Ladenbergia macrocarpa 1.509268315 1
## 533 B3 10 Ladenbergia sp. 01 0.026862251 1
## 534 B3 10 Mabea sp. 01 0.005801198 1
## 535 B3 10 Melastomataceae sp. 01 0.000644578 1
## 536 B3 10 Nectandra umbrosa 0.027700918 1
## 537 B3 10 Pouteria hispida 0.034140725 1
## 538 B3 10 Protium sp. 01 0.053638478 1
## 539 B3 10 Socratea sp. 01 0.075648334 1
## 540 B3 10 Sphatyphyllum sp. 01 0.006238874 1
## Puede calcular el IVI para un nivel del factor principal (e.g. bosque, parcela...) usando la función "importancevalue"
IVIejemploB1=importancevalue(ejemplo, site='transecto', species='sp', count='abun', basal='ab', factor='bosque', level='B1')
IVIejemploB2=importancevalue(ejemplo, site='transecto', species='sp', count='abun', basal='ab', factor='bosque', level='B2')
IVIejemploB3=importancevalue(ejemplo, site='transecto', species='sp', count='abun', basal='ab', factor='bosque', level='B3')
## La función "importancevalue.comp" calcula el IVI para todos los niveles del factor
IVIejemplo2=importancevalue.comp(ejemplo, site='transecto', species='sp', count='abun', basal='ab', factor='bosque')
IVIejemploB1 #Vea los resultados de la función "importancevalue" para el bosque 1
## frequency density dominance frequency.percent
## Myrcia fallax 1.0 15 4.631589564 6.172840
## Chrysochlamys membranacea 0.6 6 2.820551859 3.703704
## Protium aracouchini 0.5 5 2.808437463 3.086420
## Clusia alata 0.5 5 1.826338782 3.086420
## Compsoneura sprucei 0.8 9 0.879594720 4.938272
## Cyathea andina 0.8 8 0.720132350 4.938272
## Meliosma frondosa 0.2 2 1.589213116 1.234568
## Tapirira guianensis 0.5 5 0.551859341 3.086420
## Graffenrieda latifolia 0.6 6 0.083707461 3.703704
## Podocarpus oleifolius 0.3 3 0.823778744 1.851852
## Mabea sp. 01 0.3 6 0.426887377 1.851852
## Melastomataceae sp. 03 0.3 3 0.751229237 1.851852
## Talauma santanderiana 0.3 6 0.140837722 1.851852
## Vismia baccifera 0.4 4 0.178024750 2.469136
## Roupala montana 0.4 4 0.097983741 2.469136
## Piper jericoense 0.4 4 0.096248474 2.469136
## Pouteria baehniana 0.3 4 0.183504456 1.851852
## Mimosaceae sp. 01 0.4 4 0.029358118 2.469136
## Cecropia sp. 01 0.3 3 0.190048908 1.851852
## Virola macrocarpa 0.3 3 0.140211446 1.851852
## Hyppotis albiflora 0.3 3 0.136262493 1.851852
## Pouteria hispida 0.3 3 0.123577845 1.851852
## Quararibea ochrocalyx 0.3 3 0.028458893 1.851852
## Alchornea sp. 01 0.3 3 0.023453470 1.851852
## Arecaceae sp. 01 0.3 3 0.016521954 1.851852
## Ocotea globifera 0.3 3 0.014227895 1.851852
## Arachnothryx reflexa 0.2 2 0.160222952 1.234568
## Macrolobium angustifolium 0.2 2 0.157438059 1.234568
## Myrcianthes orthostemon 0.2 2 0.147252143 1.234568
## Cybianthus minutiflorus 0.1 2 0.272381669 0.617284
## Faramea flavicans 0.2 3 0.010233663 1.234568
## Pouteria multiflora 0.2 3 0.004790564 1.234568
## Persea americana 0.2 2 0.094617614 1.234568
## Nectandra umbrosa 0.2 2 0.071512295 1.234568
## Henriettella fissanthera 0.2 2 0.061315715 1.234568
## Calyptranthes speciosa 0.1 1 0.287577146 0.617284
## Ocotea cernua 0.1 1 0.282756661 0.617284
## Ouratea polyantha 0.2 2 0.024211445 1.234568
## Sloanea brevispina 0.2 2 0.009193108 1.234568
## Hyeronima oblonga 0.2 2 0.008144436 1.234568
## Calatora sp. 01 0.2 2 0.002063046 1.234568
## Dendropanax arboreus 0.2 2 0.001561708 1.234568
## Celtis sp. 01 0.1 2 0.054530462 0.617284
## Hedyosmum bonplandianum 0.1 1 0.048414934 0.617284
## Schefflera sp. 01 0.1 1 0.047181483 0.617284
## Tovomita stylosa 0.1 1 0.030098189 0.617284
## Ladenbergia muzonensis 0.1 1 0.019735531 0.617284
## Miconia costaricensis 0.1 1 0.015406198 0.617284
## Piper arbelaezii 0.1 1 0.010894156 0.617284
## Alchornea glandulosa 0.1 1 0.009748240 0.617284
## Boehmeria sp. 01 0.1 1 0.008148733 0.617284
## Toxicodentron striatum 0.1 1 0.007161972 0.617284
## Schefflera nova 0.1 1 0.006238874 0.617284
## Ficus mutisii 0.1 1 0.005379437 0.617284
## Alfaroa colombiana 0.1 1 0.003183099 0.617284
## Parathesis adenanthera 0.1 1 0.001790493 0.617284
## Cybianthus perseoides 0.1 1 0.001052412 0.617284
## Acalypha diversifolia 0.1 1 0.000795775 0.617284
## Ladenbergia macrocarpa 0.1 1 0.000795775 0.617284
## Zanthoxylum sp. 01 0.1 1 0.000688266 0.617284
## Piper umbellatum 0.1 1 0.000574947 0.617284
## Brosimum sp. 01 0.1 1 0.000548209 0.617284
## Maytenus sp. 01 0.1 1 0.000509296 0.617284
## Mollinedia sp. 01 0.1 1 0.000509296 0.617284
## Annona ambotay 0.1 1 0.000447623 0.617284
## density.percent dominance.percent
## Myrcia fallax 8.3798883 21.866567593
## Chrysochlamys membranacea 3.3519553 13.316332767
## Protium aracouchini 2.7932961 13.259138524
## Clusia alata 2.7932961 8.622473963
## Compsoneura sprucei 5.0279330 4.152724920
## Cyathea andina 4.4692737 3.399874382
## Meliosma frondosa 1.1173184 7.502961033
## Tapirira guianensis 2.7932961 2.605427233
## Graffenrieda latifolia 3.3519553 0.395197983
## Podocarpus oleifolius 1.6759777 3.889207655
## Mabea sp. 01 3.3519553 2.015412107
## Melastomataceae sp. 03 1.6759777 3.546688380
## Talauma santanderiana 3.3519553 0.664920223
## Vismia baccifera 2.2346369 0.840486873
## Roupala montana 2.2346369 0.462598869
## Piper jericoense 2.2346369 0.454406362
## Pouteria baehniana 2.2346369 0.866357551
## Mimosaceae sp. 01 2.2346369 0.138604957
## Cecropia sp. 01 1.6759777 0.897255086
## Virola macrocarpa 1.6759777 0.661963462
## Hyppotis albiflora 1.6759777 0.643319744
## Pouteria hispida 1.6759777 0.583433239
## Quararibea ochrocalyx 1.6759777 0.134359554
## Alchornea sp. 01 1.6759777 0.110728051
## Arecaceae sp. 01 1.6759777 0.078003117
## Ocotea globifera 1.6759777 0.067172452
## Arachnothryx reflexa 1.1173184 0.756441382
## Macrolobium angustifolium 1.1173184 0.743293401
## Myrcianthes orthostemon 1.1173184 0.695203859
## Cybianthus minutiflorus 1.1173184 1.285962863
## Faramea flavicans 1.6759777 0.048314964
## Pouteria multiflora 1.6759777 0.022617115
## Persea americana 1.1173184 0.446706778
## Nectandra umbrosa 1.1173184 0.337622410
## Henriettella fissanthera 1.1173184 0.289482522
## Calyptranthes speciosa 0.5586592 1.357703444
## Ocotea cernua 0.5586592 1.334945067
## Ouratea polyantha 1.1173184 0.114306588
## Sloanea brevispina 1.1173184 0.043402317
## Hyeronima oblonga 1.1173184 0.038451348
## Calatora sp. 01 1.1173184 0.009740011
## Dendropanax arboreus 1.1173184 0.007373104
## Celtis sp. 01 1.1173184 0.257448122
## Hedyosmum bonplandianum 0.5586592 0.228575614
## Schefflera sp. 01 0.5586592 0.222752270
## Tovomita stylosa 0.5586592 0.142098965
## Ladenbergia muzonensis 0.5586592 0.093174992
## Miconia costaricensis 0.5586592 0.072735432
## Piper arbelaezii 0.5586592 0.051433270
## Alchornea glandulosa 0.5586592 0.046023195
## Boehmeria sp. 01 0.5586592 0.038471635
## Toxicodentron striatum 0.5586592 0.033812958
## Schefflera nova 0.5586592 0.029454847
## Ficus mutisii 0.5586592 0.025397290
## Alfaroa colombiana 0.5586592 0.015027983
## Parathesis adenanthera 0.5586592 0.008453240
## Cybianthus perseoides 0.5586592 0.004968626
## Acalypha diversifolia 0.5586592 0.003756997
## Ladenbergia macrocarpa 0.5586592 0.003756997
## Zanthoxylum sp. 01 0.5586592 0.003249428
## Piper umbellatum 0.5586592 0.002714428
## Brosimum sp. 01 0.5586592 0.002588193
## Maytenus sp. 01 0.5586592 0.002404478
## Mollinedia sp. 01 0.5586592 0.002404478
## Annona ambotay 0.5586592 0.002113309
## importance.value
## Myrcia fallax 36.419295
## Chrysochlamys membranacea 20.371992
## Protium aracouchini 19.138854
## Clusia alata 14.502190
## Compsoneura sprucei 14.118929
## Cyathea andina 12.807420
## Meliosma frondosa 9.854847
## Tapirira guianensis 8.485143
## Graffenrieda latifolia 7.450857
## Podocarpus oleifolius 7.417037
## Mabea sp. 01 7.219219
## Melastomataceae sp. 03 7.074518
## Talauma santanderiana 5.868727
## Vismia baccifera 5.544260
## Roupala montana 5.166372
## Piper jericoense 5.158179
## Pouteria baehniana 4.952846
## Mimosaceae sp. 01 4.842378
## Cecropia sp. 01 4.425085
## Virola macrocarpa 4.189793
## Hyppotis albiflora 4.171149
## Pouteria hispida 4.111263
## Quararibea ochrocalyx 3.662189
## Alchornea sp. 01 3.638558
## Arecaceae sp. 01 3.605833
## Ocotea globifera 3.595002
## Arachnothryx reflexa 3.108328
## Macrolobium angustifolium 3.095180
## Myrcianthes orthostemon 3.047090
## Cybianthus minutiflorus 3.020565
## Faramea flavicans 2.958861
## Pouteria multiflora 2.933163
## Persea americana 2.798593
## Nectandra umbrosa 2.689509
## Henriettella fissanthera 2.641369
## Calyptranthes speciosa 2.533647
## Ocotea cernua 2.510888
## Ouratea polyantha 2.466193
## Sloanea brevispina 2.395289
## Hyeronima oblonga 2.390338
## Calatora sp. 01 2.361626
## Dendropanax arboreus 2.359259
## Celtis sp. 01 1.992051
## Hedyosmum bonplandianum 1.404519
## Schefflera sp. 01 1.398695
## Tovomita stylosa 1.318042
## Ladenbergia muzonensis 1.269118
## Miconia costaricensis 1.248679
## Piper arbelaezii 1.227376
## Alchornea glandulosa 1.221966
## Boehmeria sp. 01 1.214415
## Toxicodentron striatum 1.209756
## Schefflera nova 1.205398
## Ficus mutisii 1.201340
## Alfaroa colombiana 1.190971
## Parathesis adenanthera 1.184396
## Cybianthus perseoides 1.180912
## Acalypha diversifolia 1.179700
## Ladenbergia macrocarpa 1.179700
## Zanthoxylum sp. 01 1.179193
## Piper umbellatum 1.178658
## Brosimum sp. 01 1.178531
## Maytenus sp. 01 1.178348
## Mollinedia sp. 01 1.178348
## Annona ambotay 1.178056
IVIejemplo2 #Vea los resultados de la función "importancevalue.comp"
## $values
## [1] "B1" "B2" "B3"
##
## $B1
## frequency density dominance frequency.percent
## Myrcia fallax 1.0 15 4.631589564 6.172840
## Chrysochlamys membranacea 0.6 6 2.820551859 3.703704
## Protium aracouchini 0.5 5 2.808437463 3.086420
## Clusia alata 0.5 5 1.826338782 3.086420
## Compsoneura sprucei 0.8 9 0.879594720 4.938272
## Cyathea andina 0.8 8 0.720132350 4.938272
## Meliosma frondosa 0.2 2 1.589213116 1.234568
## Tapirira guianensis 0.5 5 0.551859341 3.086420
## Graffenrieda latifolia 0.6 6 0.083707461 3.703704
## Podocarpus oleifolius 0.3 3 0.823778744 1.851852
## Mabea sp. 01 0.3 6 0.426887377 1.851852
## Melastomataceae sp. 03 0.3 3 0.751229237 1.851852
## Talauma santanderiana 0.3 6 0.140837722 1.851852
## Vismia baccifera 0.4 4 0.178024750 2.469136
## Roupala montana 0.4 4 0.097983741 2.469136
## Piper jericoense 0.4 4 0.096248474 2.469136
## Pouteria baehniana 0.3 4 0.183504456 1.851852
## Mimosaceae sp. 01 0.4 4 0.029358118 2.469136
## Cecropia sp. 01 0.3 3 0.190048908 1.851852
## Virola macrocarpa 0.3 3 0.140211446 1.851852
## Hyppotis albiflora 0.3 3 0.136262493 1.851852
## Pouteria hispida 0.3 3 0.123577845 1.851852
## Quararibea ochrocalyx 0.3 3 0.028458893 1.851852
## Alchornea sp. 01 0.3 3 0.023453470 1.851852
## Arecaceae sp. 01 0.3 3 0.016521954 1.851852
## Ocotea globifera 0.3 3 0.014227895 1.851852
## Arachnothryx reflexa 0.2 2 0.160222952 1.234568
## Macrolobium angustifolium 0.2 2 0.157438059 1.234568
## Myrcianthes orthostemon 0.2 2 0.147252143 1.234568
## Cybianthus minutiflorus 0.1 2 0.272381669 0.617284
## Faramea flavicans 0.2 3 0.010233663 1.234568
## Pouteria multiflora 0.2 3 0.004790564 1.234568
## Persea americana 0.2 2 0.094617614 1.234568
## Nectandra umbrosa 0.2 2 0.071512295 1.234568
## Henriettella fissanthera 0.2 2 0.061315715 1.234568
## Calyptranthes speciosa 0.1 1 0.287577146 0.617284
## Ocotea cernua 0.1 1 0.282756661 0.617284
## Ouratea polyantha 0.2 2 0.024211445 1.234568
## Sloanea brevispina 0.2 2 0.009193108 1.234568
## Hyeronima oblonga 0.2 2 0.008144436 1.234568
## Calatora sp. 01 0.2 2 0.002063046 1.234568
## Dendropanax arboreus 0.2 2 0.001561708 1.234568
## Celtis sp. 01 0.1 2 0.054530462 0.617284
## Hedyosmum bonplandianum 0.1 1 0.048414934 0.617284
## Schefflera sp. 01 0.1 1 0.047181483 0.617284
## Tovomita stylosa 0.1 1 0.030098189 0.617284
## Ladenbergia muzonensis 0.1 1 0.019735531 0.617284
## Miconia costaricensis 0.1 1 0.015406198 0.617284
## Piper arbelaezii 0.1 1 0.010894156 0.617284
## Alchornea glandulosa 0.1 1 0.009748240 0.617284
## Boehmeria sp. 01 0.1 1 0.008148733 0.617284
## Toxicodentron striatum 0.1 1 0.007161972 0.617284
## Schefflera nova 0.1 1 0.006238874 0.617284
## Ficus mutisii 0.1 1 0.005379437 0.617284
## Alfaroa colombiana 0.1 1 0.003183099 0.617284
## Parathesis adenanthera 0.1 1 0.001790493 0.617284
## Cybianthus perseoides 0.1 1 0.001052412 0.617284
## Acalypha diversifolia 0.1 1 0.000795775 0.617284
## Ladenbergia macrocarpa 0.1 1 0.000795775 0.617284
## Zanthoxylum sp. 01 0.1 1 0.000688266 0.617284
## Piper umbellatum 0.1 1 0.000574947 0.617284
## Brosimum sp. 01 0.1 1 0.000548209 0.617284
## Maytenus sp. 01 0.1 1 0.000509296 0.617284
## Mollinedia sp. 01 0.1 1 0.000509296 0.617284
## Annona ambotay 0.1 1 0.000447623 0.617284
## density.percent dominance.percent
## Myrcia fallax 8.3798883 21.866567593
## Chrysochlamys membranacea 3.3519553 13.316332767
## Protium aracouchini 2.7932961 13.259138524
## Clusia alata 2.7932961 8.622473963
## Compsoneura sprucei 5.0279330 4.152724920
## Cyathea andina 4.4692737 3.399874382
## Meliosma frondosa 1.1173184 7.502961033
## Tapirira guianensis 2.7932961 2.605427233
## Graffenrieda latifolia 3.3519553 0.395197983
## Podocarpus oleifolius 1.6759777 3.889207655
## Mabea sp. 01 3.3519553 2.015412107
## Melastomataceae sp. 03 1.6759777 3.546688380
## Talauma santanderiana 3.3519553 0.664920223
## Vismia baccifera 2.2346369 0.840486873
## Roupala montana 2.2346369 0.462598869
## Piper jericoense 2.2346369 0.454406362
## Pouteria baehniana 2.2346369 0.866357551
## Mimosaceae sp. 01 2.2346369 0.138604957
## Cecropia sp. 01 1.6759777 0.897255086
## Virola macrocarpa 1.6759777 0.661963462
## Hyppotis albiflora 1.6759777 0.643319744
## Pouteria hispida 1.6759777 0.583433239
## Quararibea ochrocalyx 1.6759777 0.134359554
## Alchornea sp. 01 1.6759777 0.110728051
## Arecaceae sp. 01 1.6759777 0.078003117
## Ocotea globifera 1.6759777 0.067172452
## Arachnothryx reflexa 1.1173184 0.756441382
## Macrolobium angustifolium 1.1173184 0.743293401
## Myrcianthes orthostemon 1.1173184 0.695203859
## Cybianthus minutiflorus 1.1173184 1.285962863
## Faramea flavicans 1.6759777 0.048314964
## Pouteria multiflora 1.6759777 0.022617115
## Persea americana 1.1173184 0.446706778
## Nectandra umbrosa 1.1173184 0.337622410
## Henriettella fissanthera 1.1173184 0.289482522
## Calyptranthes speciosa 0.5586592 1.357703444
## Ocotea cernua 0.5586592 1.334945067
## Ouratea polyantha 1.1173184 0.114306588
## Sloanea brevispina 1.1173184 0.043402317
## Hyeronima oblonga 1.1173184 0.038451348
## Calatora sp. 01 1.1173184 0.009740011
## Dendropanax arboreus 1.1173184 0.007373104
## Celtis sp. 01 1.1173184 0.257448122
## Hedyosmum bonplandianum 0.5586592 0.228575614
## Schefflera sp. 01 0.5586592 0.222752270
## Tovomita stylosa 0.5586592 0.142098965
## Ladenbergia muzonensis 0.5586592 0.093174992
## Miconia costaricensis 0.5586592 0.072735432
## Piper arbelaezii 0.5586592 0.051433270
## Alchornea glandulosa 0.5586592 0.046023195
## Boehmeria sp. 01 0.5586592 0.038471635
## Toxicodentron striatum 0.5586592 0.033812958
## Schefflera nova 0.5586592 0.029454847
## Ficus mutisii 0.5586592 0.025397290
## Alfaroa colombiana 0.5586592 0.015027983
## Parathesis adenanthera 0.5586592 0.008453240
## Cybianthus perseoides 0.5586592 0.004968626
## Acalypha diversifolia 0.5586592 0.003756997
## Ladenbergia macrocarpa 0.5586592 0.003756997
## Zanthoxylum sp. 01 0.5586592 0.003249428
## Piper umbellatum 0.5586592 0.002714428
## Brosimum sp. 01 0.5586592 0.002588193
## Maytenus sp. 01 0.5586592 0.002404478
## Mollinedia sp. 01 0.5586592 0.002404478
## Annona ambotay 0.5586592 0.002113309
## importance.value
## Myrcia fallax 36.419295
## Chrysochlamys membranacea 20.371992
## Protium aracouchini 19.138854
## Clusia alata 14.502190
## Compsoneura sprucei 14.118929
## Cyathea andina 12.807420
## Meliosma frondosa 9.854847
## Tapirira guianensis 8.485143
## Graffenrieda latifolia 7.450857
## Podocarpus oleifolius 7.417037
## Mabea sp. 01 7.219219
## Melastomataceae sp. 03 7.074518
## Talauma santanderiana 5.868727
## Vismia baccifera 5.544260
## Roupala montana 5.166372
## Piper jericoense 5.158179
## Pouteria baehniana 4.952846
## Mimosaceae sp. 01 4.842378
## Cecropia sp. 01 4.425085
## Virola macrocarpa 4.189793
## Hyppotis albiflora 4.171149
## Pouteria hispida 4.111263
## Quararibea ochrocalyx 3.662189
## Alchornea sp. 01 3.638558
## Arecaceae sp. 01 3.605833
## Ocotea globifera 3.595002
## Arachnothryx reflexa 3.108328
## Macrolobium angustifolium 3.095180
## Myrcianthes orthostemon 3.047090
## Cybianthus minutiflorus 3.020565
## Faramea flavicans 2.958861
## Pouteria multiflora 2.933163
## Persea americana 2.798593
## Nectandra umbrosa 2.689509
## Henriettella fissanthera 2.641369
## Calyptranthes speciosa 2.533647
## Ocotea cernua 2.510888
## Ouratea polyantha 2.466193
## Sloanea brevispina 2.395289
## Hyeronima oblonga 2.390338
## Calatora sp. 01 2.361626
## Dendropanax arboreus 2.359259
## Celtis sp. 01 1.992051
## Hedyosmum bonplandianum 1.404519
## Schefflera sp. 01 1.398695
## Tovomita stylosa 1.318042
## Ladenbergia muzonensis 1.269118
## Miconia costaricensis 1.248679
## Piper arbelaezii 1.227376
## Alchornea glandulosa 1.221966
## Boehmeria sp. 01 1.214415
## Toxicodentron striatum 1.209756
## Schefflera nova 1.205398
## Ficus mutisii 1.201340
## Alfaroa colombiana 1.190971
## Parathesis adenanthera 1.184396
## Cybianthus perseoides 1.180912
## Acalypha diversifolia 1.179700
## Ladenbergia macrocarpa 1.179700
## Zanthoxylum sp. 01 1.179193
## Piper umbellatum 1.178658
## Brosimum sp. 01 1.178531
## Maytenus sp. 01 1.178348
## Mollinedia sp. 01 1.178348
## Annona ambotay 1.178056
##
## $B2
## frequency density dominance
## Compsoneura sprucei 1.0 12 7.480853613
## Mabea sp. 01 0.9 14 5.720897959
## Protium aracouchini 0.8 10 6.195713097
## Nectandra umbrosa 0.8 11 1.637423457
## Henriettella fissanthera 1.0 11 0.355728963
## Matudaea colombiana 0.6 6 1.865856954
## Macrolobium angustifolium 0.9 10 0.404313716
## Graffenrieda latifolia 0.8 8 0.645773410
## Sloanea brevispina 0.5 5 1.334818582
## Myrcia fallax 0.2 5 1.415364909
## Compsoneura sp. 01 0.6 6 0.367214700
## Cyathea sp. 01 0.5 7 0.341197242
## Tovomita stylosa 0.5 6 0.470225906
## Cyathea nigripes 0.6 6 0.187702645
## Myrtaceae sp. 02 0.5 5 0.235305013
## Chrysophyllum argenteum 0.5 5 0.082538788
## Meliosma sp. 01 0.4 4 0.431049279
## Cyathea andina 0.3 4 0.140903849
## Moraceae sp. 01 0.2 2 0.522481805
## Guatteria cestrifolia 0.3 3 0.009963100
## Palicourea stipularis 0.3 3 0.003941075
## Cecropia sp. 01 0.2 2 0.178806122
## Miconia sp. 02 0.2 2 0.168117356
## Chrysochlamys membranacea 0.2 2 0.137573532
## Phyllonoma ruscifolia 0.2 2 0.053358684
## Vismia baccifera spp. ferruginea 0.2 2 0.052809600
## Hedyosmum bonplandianum 0.2 2 0.047762398
## Dendropanax macrophyllum 0.2 2 0.024615301
## Guatteria latisepala 0.2 2 0.012684649
## Miconia sp. 01 0.2 2 0.004695787
## Annonaceae sp. 01 0.1 1 0.070314654
## Pouteria hispida 0.1 1 0.061624794
## Ficus yaponensis 0.1 1 0.030098189
## Hyeronima sp. 01 0.1 1 0.004283178
## Marila laxiflora 0.1 1 0.004209648
## NN 0.1 1 0.002578310
## Meliosma sp. 03 0.1 1 0.002037183
## Theaceae sp. 01 0.1 1 0.001911849
## Ficus mutisii 0.1 1 0.001604600
## Apocynaceae sp. 01 0.1 1 0.001559718
## Brosimum sp. 02 0.1 1 0.001559718
## Billia sp. 01 0.1 1 0.001450299
## Aniba coto 0.1 1 0.001303797
## Alfaroa colombiana 0.1 1 0.001243398
## Piper nov. 0.1 1 0.000962887
## Sloanea sp. 01 0.1 1 0.000962887
## Palicourea sp. 01 0.1 1 0.000718187
## Lauraceae sp. 04 0.1 1 0.000644578
## Nectandra sp. 01 0.1 1 0.000548209
## Hoffmannia dotae 0.1 1 0.000509296
## Symplocos sp. 01 0.1 1 0.000509296
## Zanthoxylum sp. 01 0.1 1 0.000509296
## Calyptranthes speciosa 0.1 1 0.000447623
## frequency.percent density.percent
## Compsoneura sprucei 6.1349693 6.5217391
## Mabea sp. 01 5.5214724 7.6086957
## Protium aracouchini 4.9079755 5.4347826
## Nectandra umbrosa 4.9079755 5.9782609
## Henriettella fissanthera 6.1349693 5.9782609
## Matudaea colombiana 3.6809816 3.2608696
## Macrolobium angustifolium 5.5214724 5.4347826
## Graffenrieda latifolia 4.9079755 4.3478261
## Sloanea brevispina 3.0674847 2.7173913
## Myrcia fallax 1.2269939 2.7173913
## Compsoneura sp. 01 3.6809816 3.2608696
## Cyathea sp. 01 3.0674847 3.8043478
## Tovomita stylosa 3.0674847 3.2608696
## Cyathea nigripes 3.6809816 3.2608696
## Myrtaceae sp. 02 3.0674847 2.7173913
## Chrysophyllum argenteum 3.0674847 2.7173913
## Meliosma sp. 01 2.4539877 2.1739130
## Cyathea andina 1.8404908 2.1739130
## Moraceae sp. 01 1.2269939 1.0869565
## Guatteria cestrifolia 1.8404908 1.6304348
## Palicourea stipularis 1.8404908 1.6304348
## Cecropia sp. 01 1.2269939 1.0869565
## Miconia sp. 02 1.2269939 1.0869565
## Chrysochlamys membranacea 1.2269939 1.0869565
## Phyllonoma ruscifolia 1.2269939 1.0869565
## Vismia baccifera spp. ferruginea 1.2269939 1.0869565
## Hedyosmum bonplandianum 1.2269939 1.0869565
## Dendropanax macrophyllum 1.2269939 1.0869565
## Guatteria latisepala 1.2269939 1.0869565
## Miconia sp. 01 1.2269939 1.0869565
## Annonaceae sp. 01 0.6134969 0.5434783
## Pouteria hispida 0.6134969 0.5434783
## Ficus yaponensis 0.6134969 0.5434783
## Hyeronima sp. 01 0.6134969 0.5434783
## Marila laxiflora 0.6134969 0.5434783
## NN 0.6134969 0.5434783
## Meliosma sp. 03 0.6134969 0.5434783
## Theaceae sp. 01 0.6134969 0.5434783
## Ficus mutisii 0.6134969 0.5434783
## Apocynaceae sp. 01 0.6134969 0.5434783
## Brosimum sp. 02 0.6134969 0.5434783
## Billia sp. 01 0.6134969 0.5434783
## Aniba coto 0.6134969 0.5434783
## Alfaroa colombiana 0.6134969 0.5434783
## Piper nov. 0.6134969 0.5434783
## Sloanea sp. 01 0.6134969 0.5434783
## Palicourea sp. 01 0.6134969 0.5434783
## Lauraceae sp. 04 0.6134969 0.5434783
## Nectandra sp. 01 0.6134969 0.5434783
## Hoffmannia dotae 0.6134969 0.5434783
## Symplocos sp. 01 0.6134969 0.5434783
## Zanthoxylum sp. 01 0.6134969 0.5434783
## Calyptranthes speciosa 0.6134969 0.5434783
## dominance.percent importance.value
## Compsoneura sprucei 24.350719963 37.007428
## Mabea sp. 01 18.621936926 31.752105
## Protium aracouchini 20.167494567 30.510253
## Nectandra umbrosa 5.329931867 16.216168
## Henriettella fissanthera 1.157923522 13.271154
## Matudaea colombiana 6.073499433 13.015351
## Macrolobium angustifolium 1.316070409 12.272325
## Graffenrieda latifolia 2.102039190 11.357841
## Sloanea brevispina 4.344931096 10.129807
## Myrcia fallax 4.607115221 8.551500
## Compsoneura sp. 01 1.195310427 8.137162
## Cyathea sp. 01 1.110621718 7.982454
## Tovomita stylosa 1.530619358 7.858974
## Cyathea nigripes 0.610985695 7.552837
## Myrtaceae sp. 02 0.765934848 6.550811
## Chrysophyllum argenteum 0.268669729 6.053546
## Meliosma sp. 01 1.403096602 6.030997
## Cyathea andina 0.458652227 4.473056
## Moraceae sp. 01 1.700716092 4.014666
## Guatteria cestrifolia 0.032430612 3.503356
## Palicourea stipularis 0.012828484 3.483754
## Cecropia sp. 01 0.582026869 2.895977
## Miconia sp. 02 0.547234162 2.861185
## Chrysochlamys membranacea 0.447811804 2.761762
## Phyllonoma ruscifolia 0.173686378 2.487637
## Vismia baccifera spp. ferruginea 0.171899070 2.485849
## Hedyosmum bonplandianum 0.155470062 2.469420
## Dendropanax macrophyllum 0.080124586 2.394075
## Guatteria latisepala 0.041289451 2.355240
## Miconia sp. 01 0.015285127 2.329236
## Annonaceae sp. 01 0.228879288 1.385854
## Pouteria hispida 0.200593165 1.357568
## Ficus yaponensis 0.097971784 1.254947
## Hyeronima sp. 01 0.013942054 1.170917
## Marila laxiflora 0.013702709 1.170678
## NN 0.008392586 1.165368
## Meliosma sp. 03 0.006631178 1.163606
## Theaceae sp. 01 0.006223207 1.163198
## Ficus mutisii 0.005223089 1.162198
## Apocynaceae sp. 01 0.005076995 1.162052
## Brosimum sp. 02 0.005076995 1.162052
## Billia sp. 01 0.004720828 1.161696
## Aniba coto 0.004243954 1.161219
## Alfaroa colombiana 0.004047350 1.161023
## Piper nov. 0.003134267 1.160109
## Sloanea sp. 01 0.003134267 1.160109
## Palicourea sp. 01 0.002337751 1.159313
## Lauraceae sp. 04 0.002098148 1.159073
## Nectandra sp. 01 0.001784460 1.158760
## Hoffmannia dotae 0.001657795 1.158633
## Symplocos sp. 01 0.001657795 1.158633
## Zanthoxylum sp. 01 0.001657795 1.158633
## Calyptranthes speciosa 0.001457045 1.158432
##
## $B3
## frequency density dominance frequency.percent
## Protium sp. 01 1.0 11 3.624005403 4.6511628
## Compsoneura sprucei 0.9 23 1.290237612 4.1860465
## Socratea sp. 01 0.9 10 1.621257611 4.1860465
## Cyathea andina 0.8 9 1.790214431 3.7209302
## Beilschmiedia sp. 01 0.9 15 1.056075728 4.1860465
## Graffenrieda latifolia 1.0 13 0.937347493 4.6511628
## Cyathea sp. 01 1.0 10 0.976300188 4.6511628
## Ladenbergia macrocarpa 0.3 3 1.617646863 1.3953488
## Pouteria hispida 0.7 9 0.719792157 3.2558140
## Burseraceae sp. 02 0.3 3 1.566770996 1.3953488
## Henriettella fissanthera 0.9 9 0.379288115 4.1860465
## Lauraceae sp. 02 0.5 5 0.947692087 2.3255814
## Aniba coto 0.7 12 0.141874696 3.2558140
## Chrysochlamys membranacea 0.8 9 0.165541352 3.7209302
## Sloanea brevispina 0.6 8 0.159556809 2.7906977
## Podocarpus oleifolius 0.2 2 1.016204312 0.9302326
## Lauraceae sp. 03 0.4 4 0.647265249 1.8604651
## Calyptranthes speciosa 0.5 7 0.112341507 2.3255814
## Clusia alata 0.5 5 0.227508013 2.3255814
## Melastomataceae sp. 01 0.6 6 0.041819952 2.7906977
## Chrysophyllum argenteum 0.5 6 0.122937246 2.3255814
## Ouratea polyantha 0.5 5 0.058598861 2.3255814
## Sphatyphyllum sp. 01 0.4 4 0.035159316 1.8604651
## Miconia costaricensis 0.4 4 0.018941428 1.8604651
## Vochysia sp. 01 0.3 3 0.177109610 1.3953488
## Ladenbergia sp. 01 0.3 3 0.100025778 1.3953488
## Roupala montana 0.3 3 0.088120113 1.3953488
## Miconia brachygyna 0.3 3 0.051490603 1.3953488
## Anthurium sp. 01 0.3 3 0.030978634 1.3953488
## Aniba cotto 0.3 3 0.027663119 1.3953488
## Faramea flavicans 0.3 3 0.003978874 1.3953488
## Mollinedia sp. 01 0.2 2 0.141339536 0.9302326
## Nectandra umbrosa 0.2 2 0.077995869 0.9302326
## Guatteria crassipes 0.2 2 0.047690779 0.9302326
## Schefflera sp. 01 0.2 2 0.033681165 0.9302326
## Dendropanax caucanus 0.2 2 0.023531058 0.9302326
## Brosimum sp. 01 0.2 2 0.022426921 0.9302326
## Mabea sp. 01 0.2 2 0.006310494 0.9302326
## Meliosma sp. 02 0.2 2 0.005938787 0.9302326
## Persea americana 0.2 2 0.003057765 0.9302326
## Euphorbiaceae sp. 01 0.2 2 0.001919806 0.9302326
## Vismia baccifera 0.1 2 0.018541551 0.4651163
## Ficus mutisii 0.1 1 0.065175939 0.4651163
## Brosimum sp. 02 0.1 1 0.039551993 0.4651163
## Pouruma sp. 01 0.1 1 0.033621482 0.4651163
## Myrcianthes orthostemon 0.1 1 0.029127344 0.4651163
## Mauria sp. 01 0.1 1 0.016838593 0.4651163
## Protium sp. 02 0.1 1 0.005801198 0.4651163
## Brosimum sp. 03 0.1 1 0.004973592 0.4651163
## Ladenbergia sp. 02 0.1 1 0.002872747 0.4651163
## Lauraceae sp. 01 0.1 1 0.001673116 0.4651163
## Annonaceae sp. 05 0.1 1 0.001559718 0.4651163
## Mauria sp. 02 0.1 1 0.001344859 0.4651163
## Prunus sp. 01 0.1 1 0.001344859 0.4651163
## Piper sp. 01 0.1 1 0.000962887 0.4651163
## Mimosaceae sp. 01 0.1 1 0.000795775 0.4651163
## Melastomataceae sp. 02 0.1 1 0.000718187 0.4651163
## Myristicaceae sp. 01 0.1 1 0.000644578 0.4651163
## Melastomataceae sp. 04 0.1 1 0.000509296 0.4651163
## Burseraceae sp. 01 0.1 1 0.000447623 0.4651163
## Meliaceae sp. 01 0.1 1 0.000447623 0.4651163
## Schefflera nova 0.1 1 0.000447623 0.4651163
## density.percent dominance.percent
## Protium sp. 01 4.3137255 17.812724634
## Compsoneura sprucei 9.0196078 6.341780637
## Socratea sp. 01 3.9215686 7.968811349
## Cyathea andina 3.5294118 8.799268530
## Beilschmiedia sp. 01 5.8823529 5.190827287
## Graffenrieda latifolia 5.0980392 4.607253832
## Cyathea sp. 01 3.9215686 4.798714261
## Ladenbergia macrocarpa 1.1764706 7.951063787
## Pouteria hispida 3.5294118 3.537925047
## Burseraceae sp. 02 1.1764706 7.700998540
## Henriettella fissanthera 3.5294118 1.864278332
## Lauraceae sp. 02 1.9607843 4.658099618
## Aniba coto 4.7058824 0.697343026
## Chrysochlamys membranacea 3.5294118 0.813669460
## Sloanea brevispina 3.1372549 0.784254212
## Podocarpus oleifolius 0.7843137 4.994851157
## Lauraceae sp. 03 1.5686275 3.181440523
## Calyptranthes speciosa 2.7450980 0.552181387
## Clusia alata 1.9607843 1.118248219
## Melastomataceae sp. 01 2.3529412 0.205553581
## Chrysophyllum argenteum 2.3529412 0.604261602
## Ouratea polyantha 1.9607843 0.288025336
## Sphatyphyllum sp. 01 1.5686275 0.172815199
## Miconia costaricensis 1.5686275 0.093100976
## Vochysia sp. 01 1.1764706 0.870529804
## Ladenbergia sp. 01 1.1764706 0.491647070
## Roupala montana 1.1764706 0.433128302
## Miconia brachygyna 1.1764706 0.253086801
## Anthurium sp. 01 1.1764706 0.152266295
## Aniba cotto 1.1764706 0.135969864
## Faramea flavicans 1.1764706 0.019556976
## Mollinedia sp. 01 0.7843137 0.694712605
## Nectandra umbrosa 0.7843137 0.383365581
## Guatteria crassipes 0.7843137 0.234409892
## Schefflera sp. 01 0.7843137 0.165549786
## Dendropanax caucanus 0.7843137 0.115659942
## Brosimum sp. 01 0.7843137 0.110232884
## Mabea sp. 01 0.7843137 0.031017363
## Meliosma sp. 02 0.7843137 0.029190348
## Persea americana 0.7843137 0.015029538
## Euphorbiaceae sp. 01 0.7843137 0.009436237
## Vismia baccifera 0.7843137 0.091135499
## Ficus mutisii 0.3921569 0.320353014
## Brosimum sp. 02 0.3921569 0.194406101
## Pouruma sp. 01 0.3921569 0.165256432
## Myrcianthes orthostemon 0.3921569 0.143166828
## Mauria sp. 01 0.3921569 0.082765114
## Protium sp. 02 0.3921569 0.028514070
## Brosimum sp. 03 0.3921569 0.024446218
## Ladenbergia sp. 02 0.3921569 0.014120137
## Lauraceae sp. 01 0.3921569 0.008223706
## Annonaceae sp. 05 0.3921569 0.007666332
## Mauria sp. 02 0.3921569 0.006610256
## Prunus sp. 01 0.3921569 0.006610256
## Piper sp. 01 0.3921569 0.004732786
## Mimosaceae sp. 01 0.3921569 0.003911396
## Melastomataceae sp. 02 0.3921569 0.003530035
## Myristicaceae sp. 01 0.3921569 0.003168232
## Melastomataceae sp. 04 0.3921569 0.002503294
## Burseraceae sp. 01 0.3921569 0.002200158
## Meliaceae sp. 01 0.3921569 0.002200158
## Schefflera nova 0.3921569 0.002200158
## importance.value
## Protium sp. 01 26.7776129
## Compsoneura sprucei 19.5474350
## Socratea sp. 01 16.0764265
## Cyathea andina 16.0496105
## Beilschmiedia sp. 01 15.2592267
## Graffenrieda latifolia 14.3564558
## Cyathea sp. 01 13.3714457
## Ladenbergia macrocarpa 10.5228832
## Pouteria hispida 10.3231508
## Burseraceae sp. 02 10.2728180
## Henriettella fissanthera 9.5797366
## Lauraceae sp. 02 8.9444653
## Aniba coto 8.6590393
## Chrysochlamys membranacea 8.0640115
## Sloanea brevispina 6.7122068
## Podocarpus oleifolius 6.7093974
## Lauraceae sp. 03 6.6105331
## Calyptranthes speciosa 5.6228608
## Clusia alata 5.4046139
## Melastomataceae sp. 01 5.3491924
## Chrysophyllum argenteum 5.2827842
## Ouratea polyantha 4.5743910
## Sphatyphyllum sp. 01 3.6019078
## Miconia costaricensis 3.5221935
## Vochysia sp. 01 3.4423492
## Ladenbergia sp. 01 3.0634665
## Roupala montana 3.0049477
## Miconia brachygyna 2.8249062
## Anthurium sp. 01 2.7240857
## Aniba cotto 2.7077893
## Faramea flavicans 2.5913764
## Mollinedia sp. 01 2.4092589
## Nectandra umbrosa 2.0979119
## Guatteria crassipes 1.9489562
## Schefflera sp. 01 1.8800961
## Dendropanax caucanus 1.8302062
## Brosimum sp. 01 1.8247792
## Mabea sp. 01 1.7455636
## Meliosma sp. 02 1.7437366
## Persea americana 1.7295758
## Euphorbiaceae sp. 01 1.7239825
## Vismia baccifera 1.3405655
## Ficus mutisii 1.1776262
## Brosimum sp. 02 1.0516792
## Pouruma sp. 01 1.0225296
## Myrcianthes orthostemon 1.0004400
## Mauria sp. 01 0.9400383
## Protium sp. 02 0.8857872
## Brosimum sp. 03 0.8817194
## Ladenbergia sp. 02 0.8713933
## Lauraceae sp. 01 0.8654968
## Annonaceae sp. 05 0.8649395
## Mauria sp. 02 0.8638834
## Prunus sp. 01 0.8638834
## Piper sp. 01 0.8620059
## Mimosaceae sp. 01 0.8611845
## Melastomataceae sp. 02 0.8608032
## Myristicaceae sp. 01 0.8604414
## Melastomataceae sp. 04 0.8597764
## Burseraceae sp. 01 0.8594733
## Meliaceae sp. 01 0.8594733
## Schefflera nova 0.8594733
write.csv (IVIejemploB1, file = "IVIejemploB1.csv") # Exporta una base de datos con los resultados del IVI usando la función "importancevalue" para el Bosque 1 (B1)
write.csv (IVIejemploB2, file = "IVIejemploB2.csv") # Exporta una base de datos con los resultados del IVI usando la función "importancevalue" para el bosque 2 (B1)
write.csv (IVIejemploB3, file = "IVIejemploB3.csv") # Exporta una base de datos con los resultados del IVI usando la función "importancevalue" para el bosque 3 (B2)
##Construye histogramas para cada bosque usando un numero de intervalos establecidos (se pueden calcular haciendo uso de: breaks= 1+3.3*log10(# mayor de especies entre todos los bosques)) para el IVI
bosque1= read.csv("IVIejemploB1.csv", header=TRUE, sep=",")
attach(bosque1)
hist(x=importance.value, breaks=15, prob=T, ylim= c(0,0.3))# prob establece los conteos en cada intervalo como una densidad de probabilidad(0-1) y no como una frecuencia, ylim establece limites para el eje y según los datos que tengan
lines(density(x=importance.value))#density dibuja una linea continua sobre la densidad de probabilidad del histograma
detach(bosque1)
bosque2= read.csv("IVIejemploB2.csv", header=TRUE, sep=",")
attach(bosque2)
hist(x=importance.value, breaks=15, prob=T, ylim= c(0,0.3))# prob establece los conteos en cada intervalo como una densidad de probabilidad(0-1) y no como una frecuencia, ylim establece limites para el eje y según los datos que tengan
lines(density(x=importance.value))#density dibuja una linea continua sobre la densidad de probabilidad del histograma
detach(bosque2)
bosque3= read.csv("IVIejemploB3.csv", header=TRUE, sep=",")
attach(bosque3)
hist(x=importance.value, breaks=15, prob=T, ylim= c(0,0.3))# prob establece los conteos en cada intervalo como una densidad de probabilidad(0-1) y no como una frecuencia, ylim establece limites para el eje y según los datos que tengan
lines(density(x=importance.value))#density dibuja una linea continua sobre la densidad de probabilidad del histograma
detach(bosque3)