Sensitivity Ratings: Macrolichens in the Western U.S.
Brief Methods Summary
- Western US ratings are based on 6699 surveys across the western US west of the Great Plains states, primarily following the US Forest Inventory & Analysis lichen communities indicator protocol. Includes southern AK, WA, OR, CA, ID, NV, AZ, NM, CO, UT, WY, MT.
- Deposition measure: Community Multi-Scale Air Quality (CMAQ) 5.0.1 modelled estimates for total N and S deposition for the continental US from 2000-2012 at a 12 km grid scale with bi-directional NH3 air-surface exchange using the Massad formulation. Alaska deposition estimates were based on on-site deposition measurements and calibrated lichen element concentrations (Root et al. 2013 Forest Ecol. & Mngmt, 306:1-8).
- 3-year rolling mean deposition was calculated for each survey site, including survey year and previous 2 years.
- Survey sites were assigned to deposition increments of 0.5 kg/ha/yr, requiring a minimum of 35 sites per increment. To incorporate the high end of the deposition gradients, with fewer plots, the increment length was increased up to 1.5 kg.
- Number of detections per deposition increment was plotted for each species occurring in the western US.
- Splines were fit for each species using the function .smooth.spline. with a flexibility setting (.spar.) equal to 0.5 in the software R (v. 3.1.1 R Development Core Team 2014).
- The deposition associated with peak detection frequency along the spline was recorded.
- Sensitivity ratings were assigned as above based on deposition at peak detection frequency after filtering out rare species and species with ambiguous response curves.
| ScientificName | Detections | NutrientDepositionSensitivity | AcidSensitivity |
| Platismatia glauca | 2943 | mesotroph | tolerant |
| Hypogymnia imshaugii | 2546 | oligotroph | sensitive |
| Parmelia sulcata | 2446 | eutroph | tolerant |
| Alectoria sarmentosa | 2445 | oligotroph | sensitive |
| Letharia vulpina | 2387 | oligotroph | sensitive |
| Tuckermannopsis chlorophylla | 2219 | oligotroph | |
| Hypogymnia physodes | 2055 | eutroph | tolerant |
| Parmeliopsis hyperopta | 1908 | oligotroph | sensitive |
| Melanohalea subolivacea | 1759 | | sensitive |
| Polycauliona polycarpa | 1735 | eutroph | tolerant |
| Hypogymnia enteromorpha | 1734 | mesotroph | sensitive |
| Hypogymnia tubulosa | 1634 | mesotroph | |
| Tuckermannopsis orbata | 1525 | mesotroph | sensitive |
| Tuckermannopsis platyphylla | 1511 | oligotroph | sensitive |
| Bryoria fuscescens | 1483 | oligotroph | sensitive |
| Melanohalea exasperatula | 1472 | mesotroph | sensitive |
| Sphaerophorus globosus | 1457 | | sensitive |
| Hypogymnia inactiva | 1456 | mesotroph | sensitive |
| Platismatia herrei | 1446 | mesotroph | sensitive |
| Xanthomendoza fallax | 1441 | eutroph | |
| Parmeliopsis ambigua | 1371 | oligotroph | sensitive |
| Physcia adscendens | 1309 | eutroph | tolerant |
| Nodobryoria abbreviata | 1289 | oligotroph | sensitive |
| Nodobryoria oregana | 1267 | oligotroph | sensitive |
| Evernia prunastri | 1217 | eutroph | tolerant |
| Bryoria capillaris | 1177 | oligotroph | |
| Letharia columbiana | 1171 | oligotroph | sensitive |
| Hypogymnia apinnata | 1151 | oligotroph | intermediate |
| Kaernefeltia merrillii | 1116 | oligotroph | sensitive |
| Bryoria fremontii | 1095 | oligotroph | sensitive |
| Hypogymnia wilfiana | 1067 | oligotroph | sensitive |
| Platismatia stenophylla | 1063 | mesotroph | sensitive |
| Melanohalea elegantula | 1048 | oligotroph | sensitive |
| Ramalina farinacea | 1028 | eutroph | tolerant |
| Hypogymnia occidentalis | 986 | oligotroph | sensitive |
| Alectoria imshaugii | 978 | oligotroph | sensitive |
| Usnea filipendula | 947 | mesotroph | sensitive |
| Candelaria concolor | 868 | eutroph | tolerant |
| Bryoria pseudofuscescens | 862 | oligotroph | sensitive |
| Usnea lapponica | 836 | oligotroph | sensitive |
| Lobaria pulmonaria | 770 | oligotroph | sensitive |
| Cladonia ochrochlora | 756 | | tolerant |
| Vulpicida canadensis | 755 | oligotroph | sensitive |
| Usnea scabrata | 642 | oligotroph | sensitive |
| Physcia biziana | 631 | eutroph | sensitive |
| Lobaria oregana | 630 | oligotroph | sensitive |
| Peltigera collina | 629 | eutroph | intermediate |
| Cavernularia hultenii | 615 | oligotroph | intermediate |
| Bryoria glabra | 598 | oligotroph | |
| Platismatia norvegica | 598 | oligotroph | |
| Physcia aipolia | 583 | eutroph | sensitive |
| Esslingeriana idahoensis | 580 | oligotroph | sensitive |
| Cladonia transcendens | 568 | eutroph | intermediate |
| Cladonia squamosa | 567 | | sensitive |
| Anomalobaria anomala | 548 | oligotroph | sensitive |
| Physcia dimidiata | 544 | eutroph | intermediate |
| Usnea hirta | 544 | mesotroph | sensitive |
| Physconia perisidiosa | 510 | eutroph | intermediate |
| Cladonia fimbriata | 470 | | tolerant |
| Bryoria trichodes | 468 | oligotroph | tolerant |
| Hypotrachyna sinuosa | 454 | eutroph | sensitive |
| Nephroma helveticum | 443 | oligotroph | sensitive |
| Flavopunctelia soredica | 431 | mesotroph | sensitive |
| Usnea flavocardia | 428 | eutroph | sensitive |
| Anomalobaria anthraspis | 424 | oligotroph | sensitive |
| Phaeophyscia hirsuta | 362 | mesotroph | sensitive |
| Sticta fuliginosa | 339 | mesotroph | sensitive |
| Physcia stellaris | 333 | | sensitive |
| Bryoria friabilis | 332 | oligotroph | sensitive |
| Physcia tenella | 330 | eutroph | tolerant |
| Nephroma resupinatum | 324 | mesotroph | sensitive |
| Parmelia saxatilis | 318 | | sensitive |
| Usnea subfloridana | 312 | mesotroph | sensitive |
| Melanelixia subaurifera | 302 | eutroph | sensitive |
| Nephroma bellum | 301 | oligotroph | tolerant |
| Menegazzia subsimilis | 299 | eutroph | sensitive |
| Pseudocyphellaria crocata | 287 | oligotroph | intermediate |
| Usnea glabrata | 286 | eutroph | intermediate |
| Physconia enteroxantha | 282 | eutroph | intermediate |
| Polycauliona candelaria | 276 | | tolerant |
| Lobaria scrobiculata | 275 | oligotroph | |
| Ahtiana pallidula | 272 | oligotroph | sensitive |
| Ramalina dilacerata | 269 | mesotroph | sensitive |
| Cavernularia lophyrea | 265 | oligotroph | |
| Parmelia pseudosulcata | 252 | oligotroph | tolerant |
| Hypogymnia duplicata | 251 | oligotroph | sensitive |
| Usnea cornuta | 251 | eutroph | |
| Hypogymnia oceanica | 250 | oligotroph | intermediate |
| Sticta limbata | 235 | eutroph | sensitive |
| Lobaria linita | 217 | oligotroph | |
| Cladonia bellidiflora | 215 | oligotroph | sensitive |
| Physconia americana | 213 | eutroph | intermediate |
| Phaeophyscia orbicularis | 212 | eutroph | intermediate |
| Platismatia lacunosa | 210 | oligotroph | sensitive |
| Melanelixia fuliginosa | 205 | eutroph | tolerant |
| Usnea longissima | 200 | oligotroph | sensitive |
| Physcia dubia | 196 | mesotroph | sensitive |
| Ahtiana sphaerosporella | 195 | oligotroph | sensitive |
| Bryoria simplicior | 195 | oligotroph | sensitive |
| Nephroma parile | 195 | oligotroph | tolerant |
| Cladonia cornuta | 184 | oligotroph | intermediate |
| Hypogymnia rugosa | 180 | oligotroph | |
| Cladonia carneola | 164 | oligotroph | |
| Physcia caesia | 163 | mesotroph | sensitive |
| Cladonia umbricola | 160 | oligotroph | tolerant |
| Physciella chloantha | 159 | mesotroph | sensitive |
| Ramalina roesleri | 154 | oligotroph | intermediate |
| Collema furfuraceum | 148 | eutroph | sensitive |
| Nephroma laevigatum | 148 | oligotroph | sensitive |
| Bryoria bicolor | 146 | oligotroph | intermediate |
| Flavopunctelia flaventior | 146 | eutroph | intermediate |
| Parmotrema arnoldii | 145 | eutroph | sensitive |
| Melanelixia glabra | 140 | eutroph | tolerant |
| Vulpicida pinastri | 137 | mesotroph | sensitive |
| Parmotrema perlatum | 131 | eutroph | sensitive |
| Usnea substerilis | 130 | eutroph | sensitive |
| Hypogymnia austerodes | 129 | oligotroph | |
| Parmelia squarrosa | 129 | oligotroph | |
| Usnea pacificana | 129 | mesotroph | sensitive |
| Cetrelia cetrarioides | 127 | eutroph | tolerant |
| Cladonia pyxidata | 127 | mesotroph | sensitive |
| Leptogium pseudofurfuraceum | 121 | mesotroph | sensitive |
| Hypogymnia vittata | 119 | oligotroph | |
| Tuckermanella fendleri | 118 | mesotroph | sensitive |
| Scytinium lichenoides | 108 | mesotroph | intermediate |
| Leptogidium contortum | 105 | oligotroph | sensitive |
| Bryoria tenuis | 103 | oligotroph | sensitive |
| Fuscopannaria pacifica | 101 | oligotroph | intermediate |
| Leptogium saturninum | 101 | mesotroph | sensitive |
| Ramalina menziesii | 98 | mesotroph | intermediate |
| Bryoria lanestris | 97 | oligotroph | |
| Cladonia sulphurina | 97 | oligotroph | sensitive |
| Ramalina subleptocarpha | 94 | eutroph | tolerant |
| Scytinium polycarpum | 94 | eutroph | tolerant |
| Phaeophyscia ciliata | 92 | | intermediate |
| Punctelia perreticulata | 92 | eutroph | sensitive |
| Usnea fragilescens | 91 | oligotroph | sensitive |
| Sticta beauvoisii | 90 | oligotroph | sensitive |
| Parmelina coleae | 89 | eutroph | sensitive |
| Loxosporopsis corallifera | 86 | | tolerant |
| Tuckermannopsis subalpina | 86 | mesotroph | sensitive |
| Alectoria vancouverensis | 84 | oligotroph | sensitive |
| Lobaria hallii | 84 | oligotroph | intermediate |
| Fuscopannaria leucostictoides | 81 | oligotroph | intermediate |
| Pseudevernia intensa | 80 | mesotroph | sensitive |
| Melanelixia subargentifera | 79 | eutroph | |
| Phaeophyscia nigricans | 79 | mesotroph | sensitive |
| Usnea glabrescens | 79 | mesotroph | intermediate |
| Collema nigrescens | 72 | eutroph | intermediate |
| Hypogymnia heterophylla | 72 | oligotroph | sensitive |
| Ramalina thrausta | 72 | oligotroph | sensitive |
| Imshaugia placorodia | 70 | mesotroph | sensitive |
| Usnea cavernosa | 68 | mesotroph | sensitive |
| Melanohalea exasperata | 64 | mesotroph | intermediate |
| Usnea silesiaca | 64 | oligotroph | tolerant |
| Protopannaria pezizoides | 63 | oligotroph | sensitive |
| Scytinium palmatum | 63 | eutroph | sensitive |
| Cladonia cariosa | 62 | mesotroph | sensitive |
| Leptogium brebissonii | 59 | oligotroph | sensitive |
| Ramalina sinensis | 57 | mesotroph | sensitive |
| Cladonia verruculosa | 53 | mesotroph | sensitive |
| Fuscopannaria laceratula | 52 | oligotroph | sensitive |
| Pseudocyphellaria rainierensis | 50 | oligotroph | sensitive |
| Bryocaulon pseudosatoanum | 49 | oligotroph | sensitive |
| Hypogymnia bitteri | 47 | oligotroph | sensitive |
| Flavopunctelia praesignis | 46 | mesotroph | sensitive |
| Physconia muscigena | 46 | mesotroph | sensitive |
| Kaernefeltia californica | 44 | oligotroph | intermediate |
| Phaeophyscia hispidula | 43 | mesotroph | sensitive |
| Phaeophyscia sciastra | 43 | mesotroph | sensitive |
| Cladonia pleurota | 42 | oligotroph | sensitive |
| Bryoria cervinula | 41 | oligotroph | sensitive |
| Hyperphyscia adglutinata | 39 | mesotroph | sensitive |
| Bryoria carlottae | 38 | oligotroph | intermediate |
| Xanthoria parietina | 38 | eutroph | sensitive |
| Cladonia albonigra | 37 | oligotroph | sensitive |
| Nephroma isidiosum | 37 | oligotroph | intermediate |
| Punctelia hypoleucites | 37 | mesotroph | sensitive |
| Ramalina pollinaria | 37 | mesotroph | intermediate |
| Bryoria nadvornikiana | 36 | oligotroph | sensitive |
| Heterodermia leucomela | 36 | eutroph | intermediate |
| Cladonia deformis | 35 | oligotroph | sensitive |
| Evernia divaricata | 35 | mesotroph | sensitive |
| Parmotrema crinitum | 35 | oligotroph | sensitive |
| Erioderma sorediatum | 34 | oligotroph | sensitive |
| Heterodermia rugulosa | 34 | mesotroph | sensitive |
| Lathagrium fuscovirens | 34 | mesotroph | sensitive |
| Rusavskia sorediata | 34 | mesotroph | sensitive |
| Cladonia norvegica | 33 | mesotroph | sensitive |
| Physconia elegantula | 33 | mesotroph | sensitive |
| Tuckermanella coralligera | 33 | mesotroph | sensitive |
| Usnea subgracilis | 33 | oligotroph | sensitive |
| Bryoria pseudocapillaris | 32 | oligotroph | sensitive |
| Fuscopannaria mediterranea | 32 | mesotroph | intermediate |
| Vahliella saubinetii | 32 | mesotroph | |
| Flavoparmelia caperata | 31 | eutroph | intermediate |
| Usnea intermedia | 31 | mesotroph | sensitive |
| Usnea rubicunda | 31 | oligotroph | sensitive |
| Bryoria furcellata | 30 | oligotroph | sensitive |
| Imshaugia aleurites | 30 | | tolerant |
| Niebla cephalota | 30 | eutroph | intermediate |
| Cladonia cenotea | 29 | oligotroph | tolerant |
| Cladonia scabriuscula | 29 | oligotroph | intermediate |
| Montanelia tominii | 29 | mesotroph | intermediate |
| Nephroma occultum | 29 | oligotroph | intermediate |
| Parmeliella triptophylla | 29 | oligotroph | intermediate |
| Polychidium muscicola | 29 | oligotroph | sensitive |
| Flavopunctelia darrowi | 27 | mesotroph | sensitive |
| Fuscopannaria praetermissa | 26 | oligotroph | sensitive |
| Phaeophyscia endococcina | 26 | mesotroph | sensitive |
| Physconia fallax | 26 | eutroph | tolerant |
| Bunodophoron melanocarpum | 25 | oligotroph | sensitive |
| Leptogium burnetiae | 25 | oligotroph | intermediate |
| Physciella melanchra | 25 | eutroph | sensitive |
| Nephroma arcticum | 24 | oligotroph | |
| Ramalina leptocarpha | 24 | eutroph | intermediate |
| Cladonia decorticata | 23 | oligotroph | sensitive |
| Leptogium cyanescens/td> | 23 | mesotroph | sensitive |
| Cladonia multiformis | 22 | mesotroph | sensitive |
| Fuscopannaria ahlneri | 22 | oligotroph | intermediate |
| Leptochidium albociliatum | 22 | mesotroph | intermediate |
| Polycauliona tenax | 21 | eutroph | intermediate |
| Dendriscocaulon intricatulum | 20 | oligotroph | intermediate |
| Phaeophyscia decolor | 20 | mesotroph | sensitive |
| Montanelia disjuncta | 19 | eutroph | intermediate |
| Scytinium gelatinosum | 19 | eutroph | sensitive |
| Cladonia coccifera | 18 | oligotroph | sensitive |
| Montanelia sorediata | 18 | oligotroph | sensitive |
| Physcia tribacia | 18 | mesotroph | sensitive |
| Usnea wasmuthii | 18 | eutroph | |
| Bryoria spiralifera | 17 | oligotroph | sensitive |
| Leptogium denticulatum | 17 | mesotroph | sensitive |
| Montanelia panniformis | 17 | | sensitive |
| Physciella nepalensis | 17 | oligotroph | sensitive |
| Vahliella leucophaea | 17 | mesotroph | sensitive |
| Bryoria subcana | 16 | oligotroph | sensitive |
| Phaeophyscia kairamoi | 15 | oligotroph | sensitive |
| Lobaria retigera | 14 | oligotroph | sensitive |
| Cladonia straminea | 13 | oligotroph | sensitive |
| Enchylium conglomeratum | 13 | oligotroph | sensitive |
| Leptogium arsenei | 13 | mesotroph | sensitive |
| Lobaria amplissima | 13 | oligotroph | sensitive |
| Pseudocyphellaria mallota | 13 | oligotroph | sensitive |
| Scytinium cellulosum | 13 | mesotroph | sensitive |
| Tuckermannopsis sepincola | 13 | oligotroph | sensitive |
| Usnea parvula | 13 | oligotroph | sensitive |
| Alectoria lata | 12 | eutroph | sensitive |
| Bryoria implexa | 12 | oligotroph | intermediate |
| Dendriscosticta wrightii | 12 | oligotroph | sensitive |
| Hypogymnia farinacea | 11 | mesotroph | sensitive |
| Hypotrachyna pulvinata | 11 | mesotroph | sensitive |
| Leptogium milligranum | 11 | mesotroph | sensitive |
| Parmeliella parvula | 11 | oligotroph | sensitive |
| Physconia grisea | 11 | mesotroph | sensitive |
| Tuckermanella weberi | 11 | mesotroph | sensitive |
| Cladonia grayi | 10 | oligotroph | |
| Evernia mesomorpha | 10 | oligotroph | sensitive |
| Leioderma sorediatum | 10 | oligotroph | sensitive |
| Melanohalea olivacea | 10 | oligotroph | sensitive |
| Punctelia graminicola | 10 | mesotroph | sensitive |
| Teloschistes chrysophthalmus | 10 | eutroph | intermediate |
| Cladonia macilenta var. bacillaris | 9 | mesotroph | sensitive |
| Collema subflaccidum | 9 | mesotroph | sensitive |
| Hypotrachyna revoluta | 9 | eutroph | |
| Leptogium teretiusculum | 9 | eutroph | sensitive |
| Phaeophyscia hirtella | 9 | oligotroph | sensitive |
| Placidium arboreum | 9 | mesotroph | sensitive |
| Ramalina obtusata | 9 | | intermediate |
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