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Data from: What does body size mean, from the “plant's eye view”?
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Coronilla varia;Trifolium hybridum;Sedum acre;Centaurea jacea;Oenothera perennis;Potentilla argentea;Achillea millefolium;Erigeron strigosus;Hackelia virginiana;Symphytum spp.;Glechoma hederacea;Veronica arvensis;Oxalis corniculata;height;Verbena simplex;Lysimachia ciliata;Lotus corniculatus;Isanthus brachiatus;Acrtium minus;Matricaria recutita;Chenopodium capitatum;space occupancy body size;lateral extent;Saponaria officinalis;Arabis glabra;Eupatorium maculatum;Euphorbia cyparissias;Prunella vulgaris;Veronica serpyllifolia;Lathyrus latifolius;Erigeron philadelphicus;Holocene;Hydrophyllum virginianum;Desmodium spp.;Sonchus arvensis;Daucus carota;Geum canadense;Aquilegia canadensis;Asclepsias incarnata;Linaria vulgaris;Convolvulus arvensis;Trifolium pratense;Verbena hastata;Melilotus alba;Arassica rapa;Carduus acanthoides;Trifolium dubium;Veronica peregrina;Oenothera biennis;Matricaria matricarioides;Taraxacum officinale;Rumex crispus;Aster umbellata;Ambrosia trifida;Trifolium repens;Polygonum persicaria;Tragopogon pratensis;Plantago major;Allium cernuum;Silene vulgaris;Solidago caesia;Thymus serpyllum;Trillium spp.;Barbarea vulgaris;Rumex acetosella;Sonchus oleraceus;Melilotus officinalis;Silene nivea;Geranium maculatum;Lactuca saligna;Epilobium hirsutum;Smilacina racemosa;Lactuca serriola;Anaphalis margaritacea;Vicia cracca;Podophyllum peltatum;Conzya canadensis;Urtica dioica;Tussilago farfara;Arenaria serpyllifolia;Phlox paniculata;Asclepsias syriaca;Dianthus armeria;Actaea alba;Body Size;Lobelia cardinalis;Solidago canadensis;Medicago lupulina;Cirsium muticum;Solidago juncea;Apocynum androsaemifolium;Cirsium vulgare;Malva neglecta;Aster lanceolatus;Helianthus divaricatus;Campanula rotundifolia;Cerastium arvense;Mirabilis spp.;Cichorium intybus;dry mass;Hieracium piloselloides;Sisyrinchium montanum;Ranunculus acris;Anemone canadensis;Alliara petiolata;Inula helenium;Chrysanthemum leucanthemum;Thlaspi arvense;Echium vulgare;Geum triflorum;Urtica chamaedryoides;Euthamia graminifolia;Hypericum perforatum;Plantago lanceolata;Campanula rapunculoides;Hieracium aurantiacum;fresh mass;Agrimonia gryosepala;Cynoglossum officinale;Phryma leptostachya;Verbascum thapus;Hespersis matronalis;Mentha arvensis;Impatiens capensis;Lythrum salicaria;Antennaria neglecta;Leonurus cardiaca;Fragaria virginiana;Lapsana communis;Ambrosia artemisiifolia;herbaceous species;Vincetoxicum rossicum;Geranium robertanium;Stellaria media;Potentilla recta;Anemone virginiana;Aster novae-angliae;Medicago sativa;Hieracium kalmii;Penstemon hirsutus;Hieracium spp.;Solidago flexicaulis;Epipactis helleborine;Gallium mollugo;Aster cordifolius;Clinopodium vulgaris;Cerastium vulgatum
DOI:
doi:10.5061/dryad.n6c67
摘要:
Alternative metrics exist for representing variation in plant body size, but the vast majority of previous research for herbaceous plants has focused on dry mass. Dry mass provides a reasonably accurate and easily measured estimate for comparing relative capacity to convert solar energy into stored carbon. However, from a “plant's eye view”, its experience of its local biotic environment of immediate neighbors (especially when crowded) may be more accurately represented by measures of “space occupancy” (S–O) recorded in situ—rather than dry mass measured after storage in a drying oven. This study investigated relationships between dry mass and alternative metrics of S–O body size for resident plants sampled from natural populations of herbaceous species found in Eastern Ontario. Plant height, maximum lateral canopy extent, and estimated canopy area and volume were recorded in situ (in the field)—and both fresh and dry mass were recorded in the laboratory—for 138 species ranging widely in body size and for 20 plants ranging widely in body size within each of 10 focal species. Dry mass and fresh mass were highly correlated (r2 > .95) and isometric, suggesting that for some studies, between-species (or between-plant) variation in water content may be unimportant and fresh mass can therefore substitute for dry mass. However, several relationships between dry mass and other S–O body size metrics showed allometry—that is, plants with smaller S–O body size had disproportionately less dry mass. In other words, they have higher “body mass density” (BMD) — more dry mass per unit S–O body size. These results have practical importance for experimental design and methodology as well as implications for the interpretation of “reproductive economy”—the capacity to produce offspring at small body sizes—because fecundity and dry mass (produced in the same growing season) typically have a positive, isometric relationship. Accordingly, the allometry between dry mass and S–O body size reported here suggests that plants with smaller S–O body size—because of higher BMD—may produce fewer offspring, but less than proportionately so; in other words, they may produce more offspring per unit of body size space occupancy.
Data from: Wild boar (Sus scrofa) increases species diversity of semi-dry grassland: field experiment with simulated soil disturbances
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Coronilla varia;Trifolium medium;holosteoides;Trifolium arvense;Viola arvensis;Sedum acre;Myosotis stricta;Centaurea scabiosa;Anagallis arvensis;vascular plants;vegetation composition;Potentilla argentea;Equisetum species;Veronica arvensis;Brachypodium pinnatum;Avenula pubescens;Myosotis sylvatica;Rumex acetosa;Lotus corniculatus;Sanguisorba minor;Acer campestre;Festuca pratensis agg.;Trisetum flavescens;Viola hirta;Arabis glabra;5 years;Arrhenatherum elatius;Euphorbia cyparissias;Taraxacum sect. Ruderalia;Prunella vulgaris;Veronica serpyllifolia;Festuca rubra;Sus scrofa;Campanula persicifolia;disturbance;Agropyron repens;Daucus carota;Poa compressa;Trifolium species;Verbascum species;semi-dry grassland;Fallopia convolvulus;Linaria vulgaris;Trifolium alpestre;Trifolium pratense;Convolvulus arvensis;Euphorbia esula;Alopecurus pratensis;Knautia arvensis;Linum catharticum;Epilobium species;Trifolium dubium;Verbascum lychnitis;Hieracium lachenalii;Falcaria vulgaris;Origanum vulgare;Trifolium repens;Viola canina;Lychnis viscaria;Thymus pulegioides;Pimpinella saxifraga agg.;Poa trivialis;Silene vulgaris;Chaerophyllum bulbosum;Astragalus glycyphyllos;Fragaria viridis;Fraxinus excelsior;Rosa canina agg.;Veronica chamaedrys;Barbarea vulgaris;Prunus spinosa;Ranunculus bulbosus;Ajuga genevensis;Crataegus species;Epilobium angustifolium;Prunus avium;Poa pratensis;Vicia cracca;Agrostis capillaris;Cerastium;Phleum pratense agg.;Dactylis glomerata;Verbascum nigrum;Arenaria serpyllifolia;Hieracium cymosum;Euphrasia rostkoviana;Allium vineale;Carex caryophyllea;Achillea millefolium agg.;Arabidopsis thaliana;Potentilla tabernaemontani;Vicia sativa;Dianthus deltoides;Tanacetum vulgare;Polygonum rurivagum;Torilis japonica;9 years;Campanula rotundifolia;Cerastium arvense;Hieracium species;Vicia tetrasperma;Leucanthemum vulgare;Rubus caesius;Erysimum crepidifolium;Trifolium aureum;Campanula patula;Plantago media;Silene nutans s.lat.;Veronica officinalis;Briza media;Vicia sepium;Alchemilla species;Erophila verna;Clinopodium vulgare;Echium vulgare;Galium mollugo;Myosotis arvensis;Hieracium pilosella;Hypericum perforatum;Cynosurus cristatus;Festuca rupicola;Plantago lanceolata;Viola riviniana;Koeleria pyramidata agg.;Lathyrus pratensis;Veronica species;Calamagrostis epigejos;Pinus sylvestris;Chaerophyllum aureum;Geranium pusillum;Geranium sanguineum;Hieracium laevigatum;Veronica teucrium;Hylotelephium maximum;Geranium columbinum;Leontodon hispidus;Verbascum thapsus;Carex muricata;Rumex acetosella s.lat.;Scleranthus perennis;Anthemis tinctoria;Galium pumilum;Jasione montana;wild boar;Allium oleraceum;Trifolium campestre;Moehringia trinervia;Verbascum chaixii;Luzula campestris;Thlaspi caerulescens;Acinos arvensis;Vicia hirsuta;Fagus sylvatica
DOI:
doi:10.5061/dryad.4521vq2
摘要:
Background Foraging activities of wild boar (Sus scrofa) create small-scale soil disturbances in many different vegetation types. Rooting alters species composition by opening niches for less-competitive plants and as a recurrent factor becomes a part of the community disturbance regime. Vegetation responses to wild boar disturbance have mostly been studied in the boar’s non-native range or in native forest, rather than in open habitats in the native range. We investigate the response of open European semi-dry grassland vegetation dominated by (Brachypodium pinnatum) to native wild boar pressure in an abandoned agricultural landscape. Methods To describe the disturbance regime, we repeatedly mapped rooted patches during a 5-year period. Additionally, to study the vegetation response, we performed an artificial disturbance experiment by creating 30 pairs of simulated disturbances and undisturbed plots. The vegetation composition of the paired plots was repeatedly sampled five times in eight years of the study. Results Based on repeated mapping of disturbances, we predict that if the disturbance regime we observed during the 5-year period were maintained over the long term, it would yield a stable vegetation ratio consisting of 98.7 % of the grassland undisturbed, 0.4 % with fresh disturbance and 0.9 % in older successional stages. Vegetation composition on the artificially disturbed plots was continuously converging to that of undisturbed vegetation, but these disturbed plots still differed significantly in composition and had higher species number, even after eight years of succession. Synthesis Our results thus show that wild boar disturbance regime in its native range increases heterogeneity and species diversity of semi-dry grassland vegetation.
Data from: Floral colour change in the eyes of pollinators: testing possible constraints and correlated evolution
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Hypericum patulum Thunb.;Dendropanax trifidus (Thunb.) Makino ex H.Hara;Laburnum anagyroides Medik.;Aesculus turbinata Blume;Aster ovatus (Franch. et Sav.) Mot.Ito et Soejima;Sisyrinchium rosulatum E.P.Bicknell;Lathyrus japonicus Willd.;Calanthe discolor Lindl.;Scutellaria strigillosa Hemsl.;Chelidonium asiaticum (Hara) Krahulc.;Rhododendron semibarbatum Maxim.;Colour Vision;Phedimus aizoon (L.) 't Hart var. floribundus;Rhododendron keiskei Miq.;Menyanthes trifoliata L.;Erigeron philadelphicus L.;Lycoris radiata (L'H_r.) Herb.;Deutzia crenata Siebold et Zucc.;Iris sanguinea Donn ex Hornem.;Mahonia japonica (Thunb.) DC.;Hydrangea macrophylla ssp. serrata (Thunb.) Makino;Myosotis scorpioides L.;Calystegia soldanella (L.) R. Br.;Holocene;Agrimonia pilosa var. pilosa;Sonchus oleraceus (L.) L.;Pittosporum tobira (Thunb.) W.T.Aiton;Eupatorium lindleyanum DC. var. lindleyanum;Spiraea thunbergii Siebold ex Blume Spiranthes sinensis (Pers.) Ames;Allium schoenoprasum ssp. schoenoprasum;Cornus kousa F.Buerger ex Hance ssp. kousa;Euonymus hamiltonianus Wall.;Cornus macrophylla Wall.;Rubus palmatus Thunb.;Forsythia suspensa (Thunb.) Vahl;Clethra barbinervis Siebold et Zucc.;Muscari sp.;Lyonia ovalifolia var. elliptica (Siebold et Zucc.) Hand.-Mazz.;Campanula punctata var. hondoensis (Kitam.) Ohwi ex T.Shimizu;Cornus florida L.;Eurya japonica Thunb.;Lonicera gracilipes Miq.;Calystegia hederacea Wall.;Fatsia japonica (Thunb.) Decne. et Planch.;Ajuga decumbens Thunb.;Magnolia kobus DC.;Epimedium grandiflorum var. thunbergianum (Miq.) Nakai;Abelia spathulata var. tetrasepala Koidz.;Styrax obassia Siebold et Zucc.;Gardenia jasminoides J.Ellis;Aster kantoensis Kitam.;Polygonatum odoratum var. pluriflorum (Miq.) Ohwi;Houttuynia cordata Thunb.;Anemone flaccida F.Schmidt;Caltha palustris L.;Oenothera biennis L.;Mazus miquelii Makino;Cercis chinensis Bunge;Callicarpa japonica Thunb.;Calanthe striata R.Br. ex Lindl.;Akebia trifoliata (Thunb.) Koidz.;Camellia japonica L.;Triodanis perfoliata (L.) Nieuwl.;Magnolia liliiflora Desr.;Pueraria montana var. lobata (Willd.) Sanjappa et Pradeep;Potentilla chinensis Ser.;Elaeagnus multiflora Thunb.;Leucosceptrum stellipilum (Miq.) Kitam. et Murata var. radicans (Honda) T.Yamaz. et Murata;Tilia japonica (Miq.) Simonk.;Rhododendron kaempferi Planch. var. kaempferi;Thymus quinquecostatus Celak.;Caesalpinia decapetala (Roth) Alston;Rosa rugosa Thunb. f. alba (Ware) Rehder;Illicium anisatum L.;Lespedeza thunbergii (DC.) Nakai ssp. thunbergii f. thunbergii;Trifolium repens L.;Corydalis incisa (Thunb.) Pers.;Lonicera morrowii A.Gray;floral pigment;Scutellaria indica var. parvifolia Makino;Edgeworthia tomentosa (Thunb.) Nakai;Enkianthus campanulatus (Miq.) G.Nicholson;Styrax japonicus Siebold et Zucc.;Corylopsis pauciflora Siebold et Zucc.;Euonymus hederaceus Champ. ex Benth.;Adonis ramosa Franch.;Pieris japonica (Thunb.) D. Don ex G. Don;Deutzia gracilis Siebold et Zucc.;Monotropastrum humile (D.Don) H.Hara;Paulownia tomentosa Steud.;Stachyurus praecox Siebold et Zucc.;Rubus parvifolius L.;Salvia japonica Thunb.;Elaeagnus umbellata Thunb. var. umbellata;Symphytum officinale L.;Hemerocallis esculenta Koidz.;Nymphoides peltata (S.G. Gmel.) Kuntze;Sophora flavescens Aiton;Eupatorium glehni F.Schmidt ex Trautv.;Lotus corniculatus L. ssp. japonicus (Regel) H.Ohashi;Salvia lutescens (Koidz.) Koidz.;Scabiosa japonica Miq.;Barnardia japonica (Thunb.) Schult. et Schult.f.;Enkianthus perulatus (Miq.) C.K.Schneid.;Primula japonica A.Gray;Cleyera japonica Thunb.;Phyla nodiflora (L.) Greene;Impatiens textori Miq.;Sedum bulbiferum Makino;Disporum smilacinum A.Gray;Cynanchum japonicum (C. Morren et Decaisne) Hemsl.;Ixeris japonica (Burm.f.) Nakai;Elaeagnus pungens Thunb.;angiosperm diversification;Dianthus longicalyx Miq.;Lythrum salicaria L.;Saxifraga nipponica Makino;Lysimachia davurica Ledeb.;Platycodon grandiflorus (Jacq.) A.DC.;Rhaphiolepis umbellata (Thunb.) Makino;Metaplexis japonica (Thunb.) Makino;Prunella vulgaris L. ssp. asiatica (Nakai) H.Hara;Senecio nikoensis Miq.;Eubotryoides grayana (Maxim.) H.Hara;Hypericum monogynum L.;Paederia foetida L.;Osmanthus fragrans var. aurantiacus Makino;Iris laevigata Fisch.;Rubus trifidus Thunb.;Raphanus sativus L.;Camellia japonica f. leucantha Makino ex H.Hara;Magnolia grandiflora L.;Hemerocallis thunbergii Barr;Orobanche minor Sm.;Rosa rugosa Thunb.;Persicaria longiseta (Bruijn) Kitag.;Stewartia pseudocamellia Maxim.;Potentilla chrysantha Trevir.;Firmiana simplex (L.) W.F.Wight;Patrinia villosa (Thunb.) Juss.;Lagerstroemia indica L.;Indigofera kirilowii Maxim. ex Palib.;Ligustrum obtusifolium Siebold et Zucc.;Lamium amplexicaule L.;Dendranthema occidentali-japonense var. ashizuriense (Kitam.) H.Koyama;Saururus chinensis (Lour.) Baill.;Veronicastrum japonicum (Nakai) T.Yamaz.;phylogenetic comparison;Deutzia scabra Thunb.;Rosa multiflora Thunb.;Ranunculus grandis Honda;Rhododendron tashiroi Maxim.;Robinia pseudoacacia L.;Eranthis pinnatifida Maxim.;Hosta sieboldiana (Hook.) Engl.;Salvia nipponica Miq.;Aconitum japonicum ssp. subcuneatum (Nakai) Kadota;Clematis stans Siebold et Zucc.;Lysimachia clethroides Duby;Epimedium trifoliatobinatum (Koidz.) Koidz.;Abelia spathulata var. sanguinea Makino;Corylopsis gotoana Makino;Abelia spathulata Siebold et Zucc. var. spathulata;Campsis grandiflora (Thunb.) K.Schum.;Silene keiskei Miq. var. minor (Takeda) Ohwi et H.Ohashi f. procumbens (Takeda) Ohwi et H.Ohashi;Erythronium japonicum Decne.;Gentiana zollingeri Fawc.;Pulsatilla cernua (Thunb.) Berchtold et Presl;Lamium purpureum L.;Collinsonia japonica (Miq.) Harley;Chaenomeles speciosa (Sweet) Nakai;Allium tuberosum Rottler ex Spreng.;Iris japonica Thunb.;Euonymus alatus (Thunb.) Siebold;Photinia villosa (Thunb.) DC. var. villosa;Hemistepta lyrata (Bunge) Bunge;Hibiscus syriacus L.;floral colour;Berberis thunbergii DC.;Sanguisorba officinalis L.;Adenophora triphylla (Thunb.) A.DC.;Ophiopogon planiscapus Nakai;Cirsium japonicum (Thunb.) Fisch. ex DC.;Magnolia denudata Desr.;Ixeris dentata (Thunb. ex Thunb.) Nakai;Lespedeza bicolor Turcz.;Kerria japonica (L.) DC.;Hydrangea paniculata Siebold;Aster scaber Thunb.;Trifolium pratense L.;Lilium leichtlinii var. maximowiczii (Regel) Baker;visual ecology;pollination biology;Solidago altissima L.;Commelina communis L.;Ligularia stenocephala (Maxim.) Matsum. et Koidz.;Spiraea japonica L.f.;Convallaria keiskei Miq.;Patrinia scabiosifolia Fisch. ex Trevir.;spectral reflectance;Nymphaea tetragona Georgi;Ilex crenata Thunb.;Rosa lucieae Franch. et Rochebr. ex Cr_p.;Isodon inflexus (Thunb.) Kud;Taraxacum officinale Weber ex F.H.Wigg.;Veronica persica Poir.;Lonicera japonica Thunb.;Farfugium japonicum (L.) Kitam.;Impatiens noli-tangere L.
DOI:
doi:10.5061/dryad.8fh42
摘要:
1. Many of the ‘adaptive' traits in angiosperm flowers occur only in some species within a clade. One good example of such traits is floral colour change, that is the retention of old, nonreproductive, rewardless, but fully turgid flowers in an altered colour. This trait has been viewed as a plant strategy to enhance distant pollinator attraction while minimizing visits to nonreproductive flowers. Considering that the same scenario appears true for most visually oriented flower visitors, however, it is unclear why this trait does not prevail in nature. 2. To understand such evolutionary patterns, we conducted a screening search for floral colour change in 219 angiosperm species. We quantified spectral alterations in petals or petaloid organs and translated them into colour shifts through insect eyes. Using phylogeny-based comparative methods, we further explored possibilities accounting for the infrequent occurrences of floral colour change: tendency of related species to resemble each other more than those randomly drawn from the phylogenetic tree (i.e. phylogenetic signal), constraints imposed through pigment coloration and their functions and evolutionary correlates of floral colour change. 3. Ultraviolet-sensitive insect eyes were estimated to perceive floral colour change more often than previously noticed. We detected significant phylogenetic signal in the degree of floral colour change. The evolution of floral colour change appeared constrained by pigment chemistry, because greater changes were more likely to occur in yellow or red floral parts. Postchange colours tended to retain distant visual detectability (i.e. green-receptor contrast), while reducing attractiveness in a close range (i.e. colour contrast), indicating another constraint imposed through the functions of pigment coloration. Data also suggest a possible evolutionary association between floral colour change and bee pollination. 4. Results indicate that floral colour change is scarce in nature because it primarily evolved to accommodate bees or comparable pollinators and because its occurrence was constrained by phylogenetic relatedness, pigment chemistry and ecological functions. An understanding of floral evolution thus requires considering different causalities for trait diversity in an integrative manner.
Data from: Soil fungal communities of grasslands are environmentally structured at a regional scale in the Alps
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Trifolium medium;Microglossum;Anthoxanthum odoratum;Clavulina;Anthriscus sylvestris;Helianthemum nummularium;Arabis alpina;Juncus effusus;Vaccinium gaultherioides;Scabiosa lucida;Saxifraga paniculata;Cadophora;Ligusticum mutellina;Phyteuma spicatum;Achillea millefolium;Hypericum maculatum;Ranunculus aconitifolius;Lecythophora;Galium megalospermum;Geranium sylvaticum;Poa supina;Glechoma hederacea;Environmental DNA;Leontodon helveticus;Bromus hordeaceus;Carex atrata;Rumex acetosa;Helictotrichon versicolor;Polygala chamaebuxus;Calamagrostis varia;Luzula multiflora;Ajuga reptans;Trisetum flavescens;Alchemilla vulgaris;Tetracladium;Environmental Metagenomics;Rhinanthus alectorolophus;Russula;Arrhenatherum elatius;Poa minor;Prunella vulgaris;Gentiana verna;Festuca rubra;Trifolium badium;Pedicularis foliosa;Filipendula ulmaria;Cirsium acaule;Daucus carota;Coprinus;Trifolium pratense;Salix herbacea;Ononis repens;Knautia arvensis;Mortierella;Athamanta cretensis;Campanula cochleariifolia;Homogyne alpina;Taraxacum officinale;Rumex crispus;elevation gradient;Lolium perenne;Gibberella;Carex ferruginea;Tragopogon pratensis;Rhinanthus minor;Silene vulgaris;Campanula glomerata;Saxifraga aizoides;Molinia caerulea;Acaulospora;Embellisia;Rhododendron ferrugineum;Gentiana lutea;Cerastium latifolium;Androsace chamaejasme;Cerastium fontanum;Aster bellidiastrum;Herpotrichia;Gentiana acaulis;Trichosporon;Cudoniella;Saxifraga moschata;Lolium multiflorum;Polygonum viviparum;Crepis pyrenaica;Gentiana bavarica;Medicago lupulina;Tofieldia calyculata;Festuca pratensis;Festuca quadriflora;Fungi;Ranunculus alpestris;Phialocephala;Caltha palustris;Cryptococcus;Campanula rotundifolia;Valeriana montana;Cerastium arvense;Hippocrepis comosa;Thlaspi rotundifolium;Leucanthemum vulgare;Metarhizium;Chaerophyllum hirsutum;Species Interactions;Ranunculus acris;Leontodon autumnalis;Poa alpina;Carex pallescens;Hedysarum hedysaroides;Plantago media;Veronica officinalis;Vicia sepium;Anemone narcissiflora;mitosporic Trichocomaceae;Geum rivale;Gentiana campestris;Carex sempervirens;Myosotis arvensis;Cosmospora;Soldanella alpina;Carex flacca;Phleum pratense;Lathyrus pratensis;Rhodotorula;Glomus;Crepis vesicaria;Campanula scheuchzeri;Articulospora;Thymus praecox;environmental gradients;Monodictys;Gypsophila repens;Solidago virgaurea;Thesium alpinum;Pimpinella saxifraga;Pulsatilla alpina;Carduus defloratus;Centaurea montana;Community Ecology;Prunella grandiflora;Holcus lanatus;Primula farinosa;Veratrum album;Leohumicola;Trollius europaeus;Carex sylvatica;Luzula campestris;Primula veris;Cladophialophora;Viola biflora;Deschampsia cespitosa;Vaccinium myrtillus;Pimpinella major;Centaurea jacea;Silene acaulis;Veronica persica;Camarophyllopsis;Polygonum bistorta;Arnica montana;Bromus erectus;Kernia;Alchemilla conjuncta;Centaurea scabiosa;Lachnum;Diversispora;Poa cenisia;Brachypodium pinnatum;Olpidium;Astrantia major;Hypochaeris radicata;Lotus corniculatus;Trifolium montanum;Lysimachia nummularia;Sanguisorba minor;Senecio doronicum;Preussia;Acinos alpinus;Achillea atrata;Onobrychis montana;Aposeris foetida;Cruciata laevipes;Adenostyles glabra;Knautia dipsacifolia;Potentilla erecta;Euphorbia cyparissias;Landscape Genetics;Fragaria vesca;Pritzelago alpina;Stachys officinalis;Bellis perennis;Festuca violacea;Phleum rhaeticum;Dryas octopetala;Primula elatior;Salvia pratensis;Saxifraga oppositifolia;mitosporic Herpotrichiellaceae;Podospora;Linum catharticum;Agrostis schraderiana;Exophiala;Origanum vulgare;Trifolium repens;Ganoderma;Campanula barbata;Cirsium oleraceum;Plantago major;Poa trivialis;Veronica chamaedrys;Carlina acaulis;Anthyllis vulneraria;Poa pratensis;Vicia cracca;Agrostis capillaris;Holocene\/Anthropocene;Dactylis glomerata;Ranunculus montanus;Geomyces;Tussilago farfara;Entoloma;Phyteuma orbiculare;Carex nigra;Geum montanum;Globularia nudicaulis;Doronicum grandiflorum;Myosotis alpestris;Alatospora;Phleum hirsutum;Taraxacum alpinum;Vicia sativa;Agrostis rupestris;Hieracium villosum;Ranunculus repens;Laccaria;Hieracium lactucella;Cylindrocarpon;Luzula sylvatica;Cirsium spinosissimum;Polygala vulgaris;Salix retusa;plant-fungi interactions;Inocybe;Gentiana purpurea;Agrostis alpina;Plantago alpina;Alchemilla xanthochlora;Sesleria caerulea;Hypocrea;Parnassia palustris;Globularia cordifolia;Trifolium thalii;Alchemilla glabra;Plantago atrata;Briza media;Rumex alpinus;Clinopodium vulgare;Carex panicea;Hieracium pilosella;Cynosurus cristatus;Plantago lanceolata;Petasites paradoxus;Veronica alpina;Bartsia alpina;Soil fungal community;Potentilla crantzii;Chaerophyllum aureum;Claroideoglomus;Nardus stricta;Tremella;Galium album;Leontodon hispidus;Paecilomyces;Microdochium;Oxytropis jacquinii;phylogenetic diversity;Salix reticulata;Neonectria;Heracleum sphondylium;Pseudeurotium;Pseudonectria;Mrakia;Galium pumilum;Linaria alpina;Agrostis stolonifera;Carum carvi;Galium anisophyllon;Potentilla aurea;Veronica aphylla;Adenostyles alliariae;Vaccinium vitisidaea;Crepis aurea;Hygrocybe;Hieracium bifidum;alpine grassland;Panaeolus;454 pyrosequencing;Laserpitium latifolium
DOI:
doi:10.5061/dryad.88fm3
摘要:
Studying patterns of species distributions along elevation gradients is frequently used to identify the primary factors that determine the distribution, diversity and assembly of species. However, despite their crucial role in ecosystem functioning, our understanding of the distribution of below-ground fungi is still limited, calling for more comprehensive studies of fungal biogeography along environmental gradients at various scales (from regional to global). Here, we investigated the richness of taxa of soil fungi and their phylogenetic diversity across a wide range of grassland types along a 2800 m elevation gradient at a large number of sites (213), stratified across a region of the western Swiss Alps (700 km2). We used 454 pyro-sequencing to obtain fungal sequences that were clustered into operational taxonomic units (OTUs). The OTU diversity-area relationship revealed uneven distribution of fungal taxa across the study area (i.e. not all taxa are everywhere) and fine-scale spatial clustering. Fungal richness and phylogenetic diversity were found to be higher in lower temperatures and higher moisture conditions. Climatic and soil characteristics as well as plant community composition were related to OTU alpha, beta and phylogenetic diversity, with distinct fungal lineages suggesting distinct ecological tolerances. Soil fungi, thus, show lineage-specific biogeographic patterns, even at a regional scale, and follow environmental determinism, mediated by interactions with other taxonomic groups, such as plants.
Data from: How to best threshold and validate stacked species assemblages? Community optimisation might hold the answer
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Primula acaulis;Zygaena filipendulae;Anthriscus sylvestris;Bromus benekenii;Stachys sylvatica;Neottia nidus avis;Aphantopus hyperantus;grasshoppers;Ligusticum mutellina;Phyteuma spicatum;Ranunculus aconitifolius;Geranium sylvaticum;Colias crocea;Glechoma hederacea;Polyommatus Lysandra coridon;Cephalanthera rubra;Polygala chamaebuxus;Calamagrostis varia;Ajuga reptans;insects;Viola hirta;Erynnis tages;Carduus personata;Holocene;Filipendula ulmaria;Lamium purpureum;Euthystira brachyptera;Eupatorium cannabinum;Asplenium trichomanes;Melitaea Mellicta athalia;Dryopteris oreades;Homogyne alpina;Viburnum opulus;Omocestus viridulus;Tettigonia cantans;Cystopteris fragilis;Galium odoratum;Viola reichenbachiana;Sorbus aucuparia;Aconitum napellus aggr;Galeopsis tetrahit;Rhododendron ferrugineum;Sanicula europaea;Carlina simplex;Prunus avium;Ribes alpinum;Thymelicus sylvestris;Vincetoxicum hirundinaria;Pulmonaria officinalis;Sambucus nigra;Cotoneaster tomentosus;Pyrgus serratulae;Populus tremula;Crepis pyrenaica;Tofieldia calyculata;Pieris rapae;Salix caprea;Sambucus racemosa;Caltha palustris;Pteridium aquilinum;Festuca heterophylla;Campanula rotundifolia;Ribes petraeum;Valeriana montana;Acer platanoides;Amelanchier embergeri;Melica nutans;Salvia glutinosa;Lasiommata petropolitana;Polystichum lonchitis;Papilio machaon;Phyllitis scolopendrium;Carex ornithopoda;Chorthippus dorsatus;Lathyrus vernus;Carex pallescens;Lonicera alpigena;Geum rivale;Festuca altissima;Soldanella alpina;Carex flacca;Argynnis aglaja;Geum urbanum;Callophrys rubi;Polyommatus icarus;Arum maculatum;Cotoneaster integerrimus;Convallaria majalis;Petasites albus;Sorbus mougeotii;Ranunculus lanuginosus;Colias phicomone;Clematis vitalba;Coronilla vaginalis;Pulsatilla alpina;Juniperus nana;Aricia artaxerxes;Species distribution models;Carduus defloratus;Centaurea montana;Prunella grandiflora;Colias alfacariensis hyale;Erebia ligea;Saxifraga cuneifolia;Viola biflora;Erebia epiphron;Leucanthemum vulgare aggr;Erebia gorge;Viburnum lantana;Fagus sylvatica;Urtica dioica aggr;Vaccinium myrtillus;Aruncus dioicus;Lonicera nigra;Arnica montana;Pholidoptera griseoaptera;Erebia aethiops;Erebia euryale;Metrioptera roeselii;Polyommatus lysandra bellargus;Vanessa cynthia cardui;Alnus incana;Aconitum paniculatum;Brachypodium pinnatum;Veratrum lobelianum;Lotus corniculatus;Astrantia minor;Phegopteris connectilis;Oreopteris limbosperma;Gomphocerus sibiricus;Galium rotundifolium;Melittis melissophyllum;Argynnis niobe;Aposeris foetida;Adenostyles glabra;Carpinus betulus;Potentilla erecta;Senecio ovatus;Cephalanthera longifolia;Fragaria vesca;Lamium montanum;Stachys officinalis;Gymnocarpium robertianum;Rhamnus cathartica;Anemone nemorosa;Cicerbita alpina;Berberis vulgaris;Podisma pedestris;Gymnocarpium dryopteris;Coenonympha gardetta;Acer pseudoplatanus;Polyommatus Cyaniris semiargus;Platanthera bifolia;Boloria pales;Stenobothrus lineatus;Carex montana;Veronica chamaedrys;Prunus spinosa;Epilobium angustifolium;Agrostis capillaris;Chorthippus brunneus;Ranunculus auricomus aggr;Mercurialis perennis;Gymnadenia conopsea aggr;Phyteuma orbiculare;Chorthippus biguttulus;Euphorbia dulcis;Peucedanum ostruthium;Polypodium vulgare;Rumex alpestris;Globularia nudicaulis;Coenonympha pamphilus;Dactylorhiza maculata;Zygaena transalpina;Lycaena hippothoe;Erica carnea;Luzula sylvatica;Betula pendula;Erebia pronoe;Melampyrum sylvaticum;Abies alba;Cupido minimus;Zygaena exulans;Arabis hirsuta;Rubus caesius;Sesleria caerulea;Tilia platyphyllos;Melitaea diamina;Ulmus glabra;Hieracium prenanthoides;Saxifraga rotundifolia;Asplenium fontanum;Maniola jurtina;Arabis turrita;Equisetum arvense;Mycelis muralis;Stellaria nemorum;Boloria clossiana euphrosyne;Polyommatus agrodiaetus damon;Digitalis lutea;Galium pumilum;Anthropocene;Boloria clossiana euphrosyne;Boloria clossiana titania;Decticus verrucivorus;Erebia melampus;Laserpitium latifolium;Erebia oeme;Polysarcus denticauda;Vanessa cynthia cardui;Carex digitata;Allium ursinum;Gryllus campestris;Castanea sativa;Sorbus aria;Hesperia comma;Saxifraga paniculata;Circaea lutetiana;Hypericum maculatum;Ranunculus platanifolius;Myosotis sylvatica;Moehringia muscosa;Acer campestre;Aconitum lycoctonum aggr;Prunella vulgaris;Carex alba;Hippocrepis emerus;Boloria napaea;Valeriana tripteris;Solanum dulcamara;Boloria clossiana titania;Lycaena tityrus;Listera ovata;Trifolium pratense;Hedera helix;Prenanthes purpurea;Crepis paludosa;Campanula cochleariifolia;Actaea spicata;Leptidea reali sinapis;Taraxacum officinale;community models;Carex ferruginea;Juglans regia;Dryopteris carthusiana;Poa nemoralis;Hieracium vogesiacum;Lonicera xylosteum;Larix decidua;Fraxinus excelsior;Cardamine heptaphylla;Potentilla sterilis;Gentiana lutea;Rosa arvensis;Aquilegia vulgaris;Anthriscus nitida;Impatiens noli tangere;Veronica urticifolia;Pinus uncinata;Aster bellidiastrum;Rubus saxatilis;Acer opalus;Achillea macrophylla;Maculinea arion;Zygaena lonicerae;Orchis mascula;Elymus caninus;Cornus mas;Polygonum viviparum;Aricia eumedon;Rosa corymbifera;Lunaria rediviva;Pinus sylvestris aggr;Sorbus chamaemespilus;Campanula rhomboidalis;Helleborus foetidus;Athyrium filix femina;Pyrgus alveus;Tilia cordata;Luzula nivea;Erebia tyndarus;Chrysosplenium alternifolium;Veronica officinalis;Aporia crataegi;Galium mollugo;Picea abies;Valeriana dioica;Aglais urticae;Silene dioica;Polyommatus Lysandra coridon;Quercus robur;Aegopodium podagraria;Lathyrus pratensis;Rhamnus alpina;Hordelymus europaeus;Stachys alpina;Euphorbia amygdaloides;Geranium sanguineum;Adoxa moschatellina;Epilobium alpestre;Teucrium chamaedrys;Alnus viridis;Heracleum sphondylium aggr;Gomphocerippus rufus;Thesium alpinum;Angelica sylvestris;Paris quadrifolia;Pimpinella major aggr;Scabiosa columbaria;Cardamine pentaphyllos;Trollius europaeus;Carex sylvatica;Hepatica nobilis;Hypericum montanum;Lysimachia nemorum;Deschampsia cespitosa;Myrrhis odorata;butterflies;S-SDM;Juniperus communis;Lilium martagon;Polygonum bistorta;Asplenium viride;Cephalanthera damasonium;Oxalis acetosella;Cardamine impatiens;Anthocharis cardamines;Quercus petraea;Anthericum ramosum;Erebia pandrose;Astrantia major;Vaccinium vitis idaea aggr;Myosotis scorpioides;Pyrgus malvae;Colchicum autumnale;Erebia manto;Knautia dipsacifolia;Euphorbia cyparissias;Rubus idaeus;Mecostethus parapleurus;Polyommatus agrodiaetus damon;Polyommatus eros;Ligustrum vulgare;Polystichum aculeatum;Galium aparine;Pieris bryoniae;Lycopodium annotinum;Polygonatum odoratum;Milium effusum;Primula elatior;Orthilia secunda;Origanum vulgare;Campanula barbata;Cirsium oleraceum;Ilex aquifolium;Thymus pulegioides;Epilobium montanum;Daphne mezereum;Ochlodes venatus;Vicia sepium aggr;Tamus communis;Polyommatus lysandra bellargus;Campanula trachelium;Polygonatum verticillatum;Melitaea Mellicta athalia;Epipactis atrorubens;Equisetum sylvaticum;Holocene\/Anthropocene;Dactylis glomerata;Tussilago farfara;Polyommatus Cyaniris semiargus;species richness modelling;Euonymus europaeus;Listera cordata;Petasites hybridus;Erebia pharte;Luzula luzulina;Euphydryas aurinia;Stauroderus scalaris;Lasiommata maera;Rosa pendulina;Pieris napi;Gentiana purpurea;Laburnum alpinum;Salix appendiculata;Polygonatum multiflorum;Vicia sylvatica;Vanessa atalanta;Daphne laureola;Briza media;Clinopodium vulgare;Lonicera caerulea;Luzula pilosa;Thymelicus lineola;Cornus sanguinea;Nardus stricta;Melanargia galathea;Chorthippus parallelus;Metrioptera saussuriana;Carex humilis;Aquilegia atrata;Pieris brassicae;Dryopteris dilatata;Dryopteris filix mas;Taxus baccata;Thalictrum aquilegiifolium;Corylus avellana;Melica uniflora;Maianthemum bifolium;vegetation plots;Malus sylvestris;Scrophularia nodosa;Adenostyles alliariae;Epipactis helleborine;Gentiana asclepiadea;Blechnum spicant;Miramella alpina;Streptopus amplexifolius
DOI:
doi:10.5061/dryad.nf925ps
摘要:
PLEASE NOTE, THESE DATA ARE ALSO REFERRED TO IN TWO OTHER PUBLICATIONS. PLEASE SEE DOI: 10.1111/ddi.12548 AND https://doi.org/10.1111/geb.12357 --- The popularity of species distribution models (SDMs) and the associated stacked species distribution models (S?SDMs), as tools for community ecologists, largely increased in recent years. However, while some consensus was reached about the best methods to threshold and evaluate individual SDMs, little agreement exists on how to best assemble individual SDMs into communities, that is, how to build and assess S?SDM predictions. Here, we used published data of insects and plants collected within the same study region to test (a) if the most established thresholding methods to optimize single species prediction are also the best choice for predicting species assemblage composition, or if community?based thresholding can be a better alternative, and (b) whether the optimal thresholding method depends on taxa, prevalence distribution and/or species richness. Based on a comparison of different evaluation approaches, we provide guidelines for a robust community cross?validation framework, to use if spatial or temporal independent data are unavailable. Our results showed that the selection of the “optimal” assembly strategy mostly depends on the evaluation approach rather than taxa, prevalence distribution, regional species pool or species richness. If evaluated with independent data or reliable cross?validation, community?based thresholding seems superior compared to single species optimisation. However, many published studies did not evaluate community projections with independent data, often leading to overoptimistic community evaluation metrics based on single species optimisation. The fact that most of the reviewed S?SDM studies reported over?fitted community evaluation metrics highlights the importance of developing clear evaluation guidelines for community models. Here, we move a first step in this direction, providing a framework for cross?validation at the community level.
Data from: A new resource for the development of SSR markers: millions of loci from a thousand plant transcriptomes
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Mollugo pentaphylla;Oenothera rosea;Amaranthus cruentus;Betaphycus gelatinae;Coleochaete scutata;Bathycoccus prasinos;Draba sachalinensis;Retrophyllum minus;Bambusina borreri;Tanacetum parthenium;Allamanda cathartica;Zygnema sp;Pseudoscourfieldia marina;Ephedra sinica;Oenothera serrulata;Salix purpurea;Spirogyra sp;Eucalyptus leucoxylon;Avena fatua;Cercocarpus ledifolius;Glycine soja;Panicum miliaceum A;Synsepalum dulcificum;Zephyranthes treatiae;Ajuga reptans;Schlegelia violacea;Viburnum odoratissimum;Allium commutatum;Atropa belladonna;Osmunda sp;Amentotaxus argotaenia;Barbilophozia barbata;Portulaca umbraticola;Scouleria aquatica;Neurachne munroi;Botryococcus braunii;Staurastrum sebaldi;Papaver somniferum;Matricaria matricariodes;Microtea debilis;Yucca filamentosa;Marrubium vulgare;Oenothera nana;Interfilum paradoxum;Bituminaria bituminosa;Rosmarinus officinalis;Lepidosperma gibsonii;Ribes aff. giraldii;Scapania nemorosa;Polysiphonia japonica;Wrightia natalensis;Atriplex prostrata;Aesculus pavia;Tragopogon pratensis;Cystopteris fragilis;Lophophora williamsii;Apios americana;Dunaliella salina;Triodia aff. bynoei;Prionitis divaricata;Syzygium macranthum;Linum leonii;Podophyllum peltatum;Gentiana acaulis;Hymenophyllum cupressiforme;Viola canadensis;Cyanastrum cordifolium;Datura metel;Sansevieria trifasciata;Entocladia endozoica;Aster tataricus;Solidago canadensis;Ludovia sp;Triglochin maritimum;Chamaseyce mesebyranthemum;Sceptridium dissectum;Maesa lanceolata;Pilularia globulifera;Ailanthus altissima;Sargassum vachellianum;Orchidantha maxillaroides;Argemone mexicana;Heliotropium texanum;Microcachrys tetragona;Geum quellyon;Amelanchier canadensis;Chamaecyparis lawsoniana;Sarcodes sanguinea;Magnolia grandiflora;Xanthicercis zambesiaca;Pediastrum duplex;Eucheuma denticulatum;Exacum affine;Kaliphora madagascariensis;Selaginella willdenowii;Portulaca grandiflora;Cystopteris reevesiana;Cosmarium granatum;Eremosphaera viridi;Sarcandra glabra;Planotaenium ohtanii;Psychotria douarrei;Tragopogon dubius;Cyanoptyche gloeocystis;Nolina atopocarpa;Cibotium glaucum;Lagerstroemia indica;Mollugo cerviana;Oltmannsiellopsis viridis;Boswellia sacra;Dunaliella tertiolecta;Pilgerodendron uviferum;Glyptostrobus pensilis;Phyllanthus sp;Ardisia revoluta;Flaveria trinervia;Corokia cotoneaster;Amborella trichopoda;Nymphaea spp;Cicerbita plumieri;Phellodendron amurense;Thuja plicata;Hibiscus cannabinus;Persea borbonia;Forestiera segregata;Lobelia siphilitica;Mirabilis jalapa;Nolina bigelorii;Chlamydomonas cribrum;Talbotia elegans;Nuphar advena;Phyllocladus hypohyllus;Lunularia cruciata;Leonurus japonicus;Heuchera sanguinea;Cleome gynandra;Draba oligosperma;Cycas micholitzii;Passiflora caerulea;Cymbomonas sp;Fagus sylvatica;Chrysobalanus icaco;Flaveria sonorensis;Maianthemum sp;Grateloupia filicina;Schwetschkeopsis fabronia;Scytosihon lomentaria;Carteria crucifera;Linum perenne;Polansia trachysperma;Lennoa madreporoides;Gyrostemon ramulosus;Psilotum nudum;Zygnemopsis sp;Drimia altissima;Mertensia paniculata;Mollugo nudicaulis;Didymochlaena truncatula;Phelline lucida;Heliotropium tenellum;Curculigo sp;Dichroa febrifuga;Pinguicula caudata;Scenedesmus dimorphus;Chloromonas oogama;Pereskia aculeata;Tapiscia sinensis;Myristica fragrans;Flaveria vaginata;Garcinia oblongiflolia;Alnus serrulata;Rhodella violacea;Mesotaenium kramstei;Berberidopsis beckleri;Spirotaenia minuta;Holarrhena pubescens;Oenothera clelandii;Anisacanthus quadrifidas;Uvaria microcarpa;Ascarina rubricaulis;Sphagnum recurvatum;Scaevola sp;Calycanthus floridus;Psychotria ipecacuanha;Portulaca pilosa;Flaveria pubescens;Encalypta streptocarpa;Vitreochlamys sp;Thujopsis dolabrata;Monotropa uniflora;Nelumbo sp;Nothofagus obliqua;Cosmarium tinctum;Hypecoum procumbens;Asteromonas gracilis;Encephalartos barteri;1KP;Draba magellanica;Neurachne lanigera;Escallonia rubra;Scytosiphon dotyo;Exocarpos cupressiformis;Cunninghamia lanceolata;Paraneurachne muelleri;Plantago coronopis;Nothoceros aenigmaticus;Thyridolepis mitchelliana;Lycium sp;Salix sachalinensis;Koeberlina spinosa;Adiantum tenerum;Frullania;Helwingia japonica;Melia azedarach;Carya glabra;Salix acutifolia;Hymenophyllum bivalve;Cupressus dupreziana;Conzya canadensis;Hakea drupaceae;Nannochloropsis oculata;Tiarella polyphylla;Cedrus libani;Davallia fejeensis;Nepeta cataria;Austrocedrus chilensis;Homalosorus pycnocarpos;Brodiaea sierrae;Chondropetalum tectorum;Bursera simaruba;Delosperma echinatum;Crassula perforata;Betula pendula;Typha latifolia;Linum macraei;Campanula delicatula;Keteleeria evelyniana;Polypremum procumbens;Cosmocladium cf. constrictum;Pinus parviflora;Beta maritima;Dicranum scoparium;Ochna serrulata;Kalanchoe crenato diagremontiana;Euptelea pleiosperma;Neochloris sp;Diphyscium foliosum;Monomastix opisthostigma;Silene latifolia;Phormium tenax;Cannabis sativa;Wollemia nobilis;Polyscias fruticosa;Cathaya agryrophylla;Oenothera grandiflora;Taxodium distichum;Ilex paraguariensis;Spermatozopsis exsultans;Jacquinia sp;Portulaca suffruticosa;Gymnocladus dioicus;Sequoiadendron giganteum;Dacrycarpus compactus;Brocchinia reducta;Itea virginica;Mumea americana;Rhynchostegium serrulatum;Diospyros malabarica;Pennantia corymbosa;Asparagus densiflorus;Phaeomegaceros coriaceus;Ceratopteris thalictroides;Rhododendron scopulorum;SSR;Staurodesmus convergens;Lobochlamys segnis;Cylindrocystis cushleckae;Dunaliella primolecta;Euphorbia pekinensis;Sorbus koehneana;neutral markers;Microstrobos fitzgeraldii;Sargassum integerrimum;Heliotropium calcicola;Pyramimonas parkeae;Flaveria palmeri;Cyanophora paradoxa;Callitris macleayana;Centella asiatica;Chloromonas reticulata;Melissa officinalis;Gracilaria chouae;Opuntia sp;Welwitschia mirabilis;Anomodon attenuatus;Galax urceolata;Larix speciosa;Myrica cerifera;Rhodiola rosea;Widdringtonia cedarbergensis;Linum bienne;Calocedrus decurrens;Pityrogramma trifoliata;Maranta leuconeura;Valeriana officianalis;Freycinetia multiflora;Pyrenacantha malvifolia;Strychnos spinosa;Heliotropium racemosum;Prunella vulgaris;Papuacedrus papuana;Ilex sp;Ipomoea purpurea;Oenothera elata hookeri;Olea europaea;Anthoceros agrestis;Cleome viscosa;Camptotheca acuminata;Philadelphus inodorus;Angelica archangelica;Hedera helix;Platanus occidentalis;Salix fargesii;Oenothera laciniata;Ipomoea lindheimeri;Kochia scoparia;Salvia spp;Deutzia scabra;Geminella sp;Platycladus orientalis;Linum tenuifolium;Goodyera pubescens;Citrus x paradisi;Edgeworthia papyrifera;Hesperaloe parviflora;Oedogonium foveolatum;Spergularia media;Ptilidium pulcherrimum;Platanthera clavellata;Prototheca wickerhamii;Oncidium sphacelatum;Pinguicula agnata;Medinilla magnifica;Schistochila sp;Alternanthera sessilis;Selaginella selaginoides;Batis maritima;Microstegium vimineum;Desmanthus illinoensis;Actinidia chinensis;Punica granatum;Elaeagnus pungens;Acer negundo;Stigeoclonium helveticum;microsatellite development;Stichococcus bacillaris;Quassia amara;Chara vulgaris;Simmondsia chinensis;Ricinus communis;Sassafras albidum;Sarcobatus vermiculatus;Glaucosphaera vacuolata;Vanilla planifolia;Dianthus sp;Glycyrrhiza lepidota;Pycnanthemum tenuifolium;Atriplex hortensis;Athyrium filix femina;Limnanthes douglassii;Gracilaria asiatica;Lomandra longifolia;Boykinia jamesii;Codariocalyx motorius;Sphaerocarpos texanus;Brassica nigra;Bryum argenteum;Schiedea membranacea;Passiflora sp;Tragopogon porrifolius;Gomortega keule;Lupinus polyphyllus;Staphylea trifolia;Manihot grahamii;Symphoricarpos sp;Volvox globator;Lupinus angustifolius;Daenikera sp;Sargassum henslowianum;Carthamus lanatus;Hypnum subimponens;Marattia attenuata;Sargassum horneri;Selaginella apoda;Anemone pulsatilla;Eudorina elegans;Vittaria lineata;Buxus sempervirens;Platyspermation crassifolium;Aphanochaete repens;Coriaria nepalensis;Lathyrus sativus;Blastophysa cf. rhizopus;Equisetum diffusum;Anthirrhinum majus;Diplazium wichurae;Rehmannia glutinosa;Oresitrophe rupifraga;Dioon edule;Chlamydomonas noctigama;Fokienia hodginsii;Austrobaileya scandens;Botryococcus terribilis;Elaeocarpus sylvestris;Houttuynia cordata;Onychonema laeve;Solanum lasiophyllum;Deschampsia cespitosa;Lindsaea linearis;Syntrichia princeps;Netrium digitus;Ochna mossambicensis;Tetrazygia bicolor;Selaginella wallacei;Halochlorococcum marinum;next generation sequencing (NGS);Tellima breviflora;Cinnamomum camphora;Kerria japonica;Aphanopetalum resinosum;Parachlorella kessleri;Moringa oleifera;Ruellia brittoniana;Sinapis alba;Tsuga heterophylla;Oenothera villaricae;Thladiantha villosula;Canna sp;Scourfieldia sp;Mantoniella squamata;Oenothera speciosa;Chionanthus retusus;Akebia trifoliata;Chloromonas subdivisa;Griselinia racemosa;Bolbocoleon piliferum;Colpomenia sinuosa;Planophila laetevirens;Picocystis salinarum;Ardisia humilis;Griselinia littoralis;Pseudolarix amabilis;Castanea crenata;Peperomia fraseri;Nephrolepis exaltata;Heliotropium greggii;Sargassum thunbergii;Dioscorea villosa;Callitris gracilis;Rhodomonas sp;Gleditsia sinensis;Oedogonium cardiacu;Erythroxylum coca;Boerhavia cf. spiderwort;Reseda odorata;Gracilaria blodgettii;Peumus boldus;Convolvulus arvensis;Francoa appendiculata;Talinum sp;Desmarestia viridis;Drakea elastica;Physocarpus opulifolius;Undaria pinnatifida;Cyrilla racemiflora;Tetraclinis sp;Juniperus scopulorum;Manilkara zapota;Lygodium japonicum;Euastrum affine;Basella alba;Portulaca mauii;Urginea maritima;Chlorosarcinopsis halophila;Amaranthus retroflexus;Litchi chinensis;Polypodium glycyrrhiza;Masdevallia yuangensis;Menyanthes trifoliata;Mazzaella japonica;Oenothera picensis;Liquidambar styraciflua;Rhizophora mangle;Pinus radiata;Schlegelia parasitica;Conopholis americana;Crepidomanes venosum;Pinus jeffreyi;Thyrsopteris elegans;Allionia incarnata;Chelidonium majus;Xanthidium antilopaeum;Capnoides sempervirens;Phytolacca americana;Idiospermum australiense;Saintpaulia ionantha;Saponaria officianalis;Nicotiana sylvestris;Linum strictum;Saururus cernuus;Cleome violaceae;Flaveria bidentis;Megaceros vincentianus;Typha angustifolia;Castanea pumila;Celsia arcturus;Inula helenium;Paulownia fargesii;Hizikia fusifrome;Heliotropium karwinsky;Isoetes tegetiformans;Manoao colensoi;Disporopsis pernyi;Dombeya burgessiae;Larrea tridentata;Myriopteris eatonii;Schizolaena sp;Helonias bullata;Isochrysis sp;Chroodactylon ornatu;Ehretia acuminata;Ipomoea coccinea;Ipomoea nil;Neochloris oleoabundans;Sequoia sempervirens;Flaveria cronquestii;Blasia sp;Stemona tuberosa;Microthamnion kuetzigianum;Sargassum muticum;Balanophora fungosa;Chlamydomonas sp;Synura sp;Pittosporum sahnianum;Ceramium kondoi;Laurelia sempervirens;Saruma henryi;Mallomonas sp;Dolichomastix tenuilepi;Ginkgo biloba;Radula lindenbergia;Chlamydomonas moewusii;Glycyrrhiza glabra;Sanguinaria canadensis;Hemiselmis virescens;Bergenia sp;Stachyurus praecox;Begonia sp;Cyathea spinulosa;Mitella pentandra;Senna hebecarpa;Lantana camara;Meliosma cuneifolia;Oncotheca balansae;Heteropyxis natalensis;Lagarostrobos franklinii;Cosmarium subtumidum;Plumbago auriculata;Tragopogon castellanus;Porella navicularis;Grateloupia livida;Angiopteris evecta;Celtis occidentalis;Golenkinia longispicula;Oenothera longituba;Quercus shumardii;Copaifera officianalis;Illicium parviflorum;Spirotaenia sp;Nannochloris atomus;Senecio rowleyanus;Pteris ensigormis;Monoclea gottschei;Utricularia sp;Saxifraga stolonifera;Cryptomonas curvata;Cotoneaster transcaucasicus;Pteris vittata;Gonium pectorale;Ligustrum sinense;Cosmarium broomei;Fritschiella tuberosa;Epilobium sp;Sphagnum lescurii;Laminaria japonica;Huperzia squarrosa;Lilium sargentiae;Daphne geraldii;Lavandula angustifolia;Gonatozygon kinahanii;Metasequoia glyptostroboides;Acrosiphonia sp;Flaveria angustifolia;Chroomonas sp;Eschscholzia californica;Sideroxylon reclinatum;Cephaleuros virescens;Scherffelia dubia;Sphagnum palustre;Hormidiella sp;Chaetosphaeridium globosum;Aristida stricta;Pleurastrum insigne;Canella winterana;Falcatifolium taxoides;Microbiota decussata;Strelitzia reginae;Planophila terrestris;Arucaria sp;Yucca brevifolia;Cavendishia cuatrecasasii;Cladophora glomerata;Desmidium aptogonum;Phycella aff. cyrtanthoides;Byblis gigantea;Asplenium platyneuron;Ulmus alata;Traubia modesta;Heliotropium sp;Punctaria latifolia;Hydrocotyle umbellata;Haemaria discolor;Lobomonas rostrata;Hilleria latifolia;Mydocarpus sp;Cymbopogon nardus;Pteromonas angulosa;Equisetum hymale;Sanchezia sp;Nandina domestica;Plantago virginica;Coccomyxa pringsheimii;Buxbaumia aphylla;Helenium autumnale;Pseudotaxiphyllum elegans;Thelypteris acuminata;Licania michauxii;Mesotaenium endlicherianum;Phlox drummondii;Prorocentrum micans;Hypericum perforatum;Sciadopitys verticillata;Tetraselmis striata;Peganum harmala;Oenothera affinis;Dacrydium balansae;Portulaca amilis;Escallonia sp. cv. Newport;Piper auritum;Plagiomnium insigne;Cuscuta pentagonia;Picea engelmanii;Gunnera manicata;Salvadora sp;Sundacarpus amarus;Serenoa repens;Chloromonas perforata;Astilbe chinensis;Ziziphus jujuba;Platycodon grandiflorus;Eupomatia bennettii;Dumontia simplex;Fontinalis antipyretica;Curtisia dentata;Mesostigma viride;Aextoxicon punctatum;Carteria obtusa;Kigelia africana;Uniola paniculata;Chlorogalum pomeridianum;Gracilaria lemaneiformi;Campanula erinus;Stangeria eriopus;Abies lasiocarpa;Portulaca oleracea;Ceratocapnos vesicaria;Aloe vera;Marchantia emarginata;Danaea nodosa;Solenostemon scutellarioides;Smilax bona nox;Mesotaenium caldariorum;Aruncus dioicus;Pellia cf. Epiphylla;Neurachne tenuifolia;Oogamochlamys gigantea;Lycopersicon cheesmanii;Cheilanthes arizonica;Wisteria floribunda;Nephroselmis pyriformis;Pogostemon sp;Dillenia indica;Volvox aureus;Prasiola crispa;Humulus lupulus;Chloromonas tughillensi;Rhamnus japonica;Vittaria appalachiana;Polystichum acrostichoides;Synura petersenii;Heterosiphonia pulchra;Muntingia calabura;Agathis robusta;Boehmeria nivea;Ceratodon purpureus;Garcinia livingstonei;Botrypus virginianus;Sanguisorba minor;Neurachne annularis;Osmundastrum cinnamomeum;Chlamydomonas bilatus;Prymnesium parvum;Cercidiphyllum japonicum;Mesotaenium braunii;Asclepia curassavica;Taiwania cryptomerioides;Lactuca graminifolia;Cosmarium ochthodes;Flaveria pringlei;Uronema belka;Portulaca molokaiensis;Schlegelia parasitica B;Vitex agnus castus;Prasinococcus capsulatus;Maianthemum canadense;Dendropemon caribaeus;Proteomonas sulcata;Symphyocladia latiuscula;Calliergon cordifolium;Melaleuca quinquenervia;Flaveria brownii;Gymnocarpium dryopteris;Onoclea sensibilis;Pleopeltis polypodioides;Stylidium adnatum;Morus nigra;Athrotaxis cupressoides;Daphniphyllum macropodum;Heterochlamydomonas inaequalis;Prumnopitys andina;Bischofia javanica;Gloriosa superba;Heliotropium filiforme;Trochodendron araliodes;Podocarpus coriaceus;Kjellmaniella crassifolia;Trebouxia arboricola;Haematococcus pluvialis;Ishige okamurai;Hemerocallis spp;Pseudotsuga menziesii;Allionia spp;Gnetum montanum;Grevillea robusta;Helicodictyon planctonicum;Draba hispida;Galphimia gracilis;Ochlochaete sp;Phlox sp;Borya sphaerocephala;Anemia tomentosa;Bryopsis plumosa;Ignatius tetrasporus;Papaver rhoeas;Oxalis sp;Pycnococcus provasolii;Ledum palustre;Polycarpaea repens;Cercis canadensis;Hemerocallis sp;Souroubea exauriculata;Cassytha filiformis;Salix eriocephala;Hafniomonas reticulata;NGS;Rosa palustris;Porphyridium purpureum;Gloeopeltis furcata;Orobanche fasciculata;Thymus vulgaris;Neocallitropsis pancheri;Gyrocarpus americanus;Linum usitatissimum;Cryptomeria japonica;Tetraphis pellucida;Posidonia australis;Anemone hupenhensis;Cochlearea officinalis;Ruscus sp;Peliosanthese minor;Taxus cuspidata;Austrotaxus spicata;Drypetes deplanchei;Viola tricolor;Curcuma olena;Leptosira obovata;Cladrastis lutea;Petiveria alliacea;Draba aizoides;Araucaria rulei;Phoradendron serotinum;Alternanthera tenella;Tamarix chinensis;Lonicera japonica;Ochromonas sp;Oxera pulchella;Ficus religiosa;Pandorina morum;Ipomoea lobata;Aerva lanata;Phacotus lenticularis;Sessuvium portulacastrum;Mansoa alliacea;Mapania palustris;Roridula gorgonias;Stephanosphaera pluvialis;Tropaeolum peregrinum;Nageia nagi;Solanum sisymbriifolium;Oenothera gaura;Silybum marianum;Metzgeria crassipilis;Oenothera suffulta suffulta;Anticharis glandulosa;Arabis alpina;Codium fragile;Polypodium hesperium;Cephalotus follicularis;Brachiomonas submarina;Ankistrodesmus sp;Staurodesmus omearii;Ancistrocladus tectorius;Peltoboykinia watanabei;Azadirachta indica;Lycopodium deuterodensum;Pleurotaenium trabecul;Xanthuium strumarium;Gompholobium polymorphum;Dipteris conjugata;Sambucus canadensis;Sagittaria latifolia;Huperzia lucidula;Ipomoea quamoclit;Sinojackia xylocarpa;Chlorokybus atmophyticus;Aristolochia elegans;Gelsemium sempervirens;Neurachne alopecuroidea;Mollugo verticillata;Pteromonas sp;Agapanthus africanus;Hydrangea quercifolia;Calypogeia fissa;Chondrus crispus;Rhodochaete parvula;Culcita macrocarpa;Solanum dulcamara;Oxera neriifolia;Micrasterias fimbriata;Passiflora edulis;Hamamelis virginiana;Erigeron speciosus;Typhonium blumei;Johnsonia pubescens;Oenothera biennis;Pirula salina;Pseudolycopodiella caroliniana;Zingiber officinale;Phytolacca bogotensis;Spermatozopsis similis;Cunonia capensis;Impatiens balsamifera;Sessuvium ventricosum;Pellia neesiana;Amaryllis belladonna;Huperzia selago;Linum grandiflorum;Thyridolepis multiculmis;Parasitaxus usta;Bougainvillea spectabilis;Gymnogongrus ftabelliformis;Annona muricata;Torreya taxifolia;Urtica dioica;Loropetalum chinense;Cyperus papyrus;Linum lewisii;transcriptomes;Digitalis purpurea;Rhodophiala pratensis;Prunus prostrata;Solanum ptychanthum;Marchantia paleacea;Dennstaedtia;Gleditsia triacanthos;Lycopodiella apressa;Papaver setigerum;Cystopteris utahensis;Polytrichum commune;Conocephalum conicum;Orthotrichum lyellii;Draba ossetica;Persursaria percursa;Oenothera berlandieri;Philonotis fontana;Chloromonas rosa;Xerophyllum asphodeloides;Sargassum hemiphyllum;Roya obtusa;Dipsacus sativum;Halocarpus bidwillii;Niphotrichum elongatum;Porella pinnata;Acacia pycnantha;Coleochaete irregularis;Botryococcus sudeticus;Agastache rugosa;Cylindrocystis sp;Torreya nucifera;Neurachne minor;Caiophora chuquitensis;Juncus inflexus;Aucuba japonica;Buddleja sp;Porphyridium cruentum;Sisyrinchium angustifolium;Ipomoea pubescens;Scutellaria montana;Racomitrium varium;Leontopodium alpinum;Polygonum convolvulus;Teucrium chamaedrys;Cylindrocystis brebissonii;Non-neutral markers;Blutoparon vermiculare;Chlorella minutissima;Thalictrum thalictroides;Anthemis tinctoria;Prasinoderma coloniale;Polygala lutea;Nepenthes alata;Grateloupia turuturu;Papaver bracteatum;Kadsura heteroclite;Lycium barbarum;Cistus inflatus;Rauvolfia tetraphyla;Eriospermum lancifolia;Juglans nigra;Malus baccata;Narcissus viridiflorus;Euglena sp;Ophioglossum vulgatum;Selaginella lepidophylla;Heliotropium mendocinum;Podocarpus rubens;Cypselea humifusum;Cocos nucifera;Michelia maudiae;Cornus floridana;Quillaja saponaria;Leucobryum glaucum;Trentepohlia annulata;Cephalotaxus harringtonia;Pittosporum resiniferum;Stackhousia spathulata;Neochlorosarcina sp;Chaetopeltis orbicularis;Acmopyle pancheri;Croton tiglium;Pedinomonas minor;Salix dasyclados;coccoid prasinophyte;Unidentified species CCMP 1205;Chenopodium quinoa;Portulaca cryptopetala;Fouqueria macdougalli;Ternstroemia gymnanthera;Phymatodocis nordstedtiana;Bacopa caroliniana;Haematococcus pluviali;Megaceros tosanus;Mougeotia sp;Tetraselmis chui;Colchicum autumnale;Corydalis linstowiana;Eleusine coracana;Oenothera grandis;Cyanella orchidofromis;Syzygium paniculatum;Brugmansia sanguinea;Aerva persica;Agave tequilana;Zaleya pentandra;Nothotsuga longibracteata;Tetraselmis cordiformis;Odontosororia sp;Azolla cf. caroliniana;Nypa fruticans;Dryas octopetala;Lycopodium annotinum;Verbena hastata;Alternanthera caracasana;Nyssa ogeche;Bauhinia tomentosa;Entransia fimbriat;Pseudotaxus chienii;Trubulus eichlerianus;Allium sativum;Astragalus membranaceus;Diselma archeri;Isoetes sp;Pholisma arenarium;Klebsormidium subtile;Asplenium nidus;Krameria lanceolata;Alternanthera brasileana;Boerhavia dominnii;Rhamnus caroliniana;Solanum xanthocarpum;Lindenbergia philippensis;Santalum acuminatum;Drimys winteri;Trianthemum portulacastrum;Climacium dendroides;Huperzia myrisinites;Xeronema callistemon;Marchantia polymorpha;Heracleum lanatum;Apocynum androsaemifolium;Leiosporoceros dussii;Porphyra yezoensis;Cylindrocapsa geminella;Pinus ponderosa;Closterium lunula;Nephroselmis olivace;Sabal bermudana;Microspora cf. tumidula;Thuidium delicatulum;Psychotria marginata;Bixa orellana;Epifagus virginiana;Ilex vomitoria;Pistia stratioides;Takakia lepidozioides;Kappaphycus alvarezii;Crossopetalum rhacoma;Frankenia laevis;Hydrastis canadensis;Limonium spectabile;Paeonia lactiflora;Penium exiguum;Heliotropium convolvulaceum;Saxegothaea conspicua;Gloeochaete wittrockiana;Ipomoea indica;Heliconia sp;Flaveria kochiana;Pavlova lutheri;Ipomoea hederacea;Petalonia fascia;Calceolaria pinifolia;Alangium chinense;Nucleotaenium eifelense;Linum flavum;Eucommia ulmoides;Pedinomonas tuberculata;Symplocus sp;Glaucocystis cf. nostochinearum;Dictyopteris undulata;Sinotubimorpha guangdongensis;Linum hirsutum;Deparia lobato;Acacia argyrophylla;Hakea prostrata;Taxus baccata;Illicium floridanum;Tmesipteris parva;Phyla dulcis;Geranium carolinianum;Terminalia neotaliala;Astragalus propinquus;Myriophyllum aquaticum;Salix viminalis;Paraphymatoceros hallii;Neckera douglasii;Oenothera elata;Sinningia tuberosa;Lindera benzoin;Physena madagascariensis;Blechnum spicant;Oenothera filiformis;Atriplex rosea;Danaea sp
DOI:
doi:10.5061/dryad.rb7h0
摘要:
Premise of the study: The One Thousand Plant Transcriptomes Project (1KP, 1000+ assembled plant transcriptomes) provides an enormous resource for developing microsatellite loci across the plant tree of life. We developed loci from these transcriptomes and tested their utility. Methods and Results: Using software packages and custom scripts, we identified microsatellite loci in 1KP transcriptomes. We assessed the potential for cross-amplification and whether loci were biased toward exons, as compared to markers derived from genomic DNA. We characterized over 5.7 million simple sequence repeat (SSR) loci from 1334 plant transcriptomes. Eighteen percent of loci substantially overlapped with open reading frames (ORFs), and electronic PCR revealed that over half the loci would amplify successfully in conspecific taxa. Transcriptomic SSRs were approximately three times more likely to map to translated regions than genomic SSRs. Conclusions: We believe microsatellites still have a place in the genomic age—they remain effective and cost-efficient markers. The loci presented here are a valuable resource for researchers.

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