MPG Species Lists: Trait Study Proposal

#### get spatial data
get_mpg_data <- function(cloud_dir){
  os_base <- ifelse(.Platform$OS.type == 'unix', '/Volumes', 'Z:')
  
  AllResto<-'Shared/Workspace/MPG Ranch/GIS Maps/Restoration/MPG_Geo/MPG_Restoration/All_Restoration.shp'
  MPG_bound<-'Shared/Workspace/MPG Ranch/GIS Maps/shapefiles/MPG_boundary_Dec2018.shp'
  hab_types<- 'Shared/Workspace/MPG Ranch/GIS Maps/projects/vegetation_classification/working_habitat_classes/HabTypes/habitat_types_branch4_1.shp'
  list(AllResto=file.path(os_base,cloud_dir, AllResto),
       MPG_bound=file.path(os_base, cloud_dir,MPG_bound),
       hab_types=file.path(os_base, cloud_dir, hab_types)
  )
}

dat<-get_mpg_data('mpgcloud')
AllResto<-st_read(dat$AllResto)

## Error: Cannot open "/Volumes/mpgcloud/Shared/Workspace/MPG Ranch/GIS Maps/Restoration/MPG_Geo/MPG_Restoration/All_Restoration.shp"; The file doesn't seem to exist.

MPG_bound<-st_read(dat$MPG_bound)

## Error: Cannot open "/Volumes/mpgcloud/Shared/Workspace/MPG Ranch/GIS Maps/shapefiles/MPG_boundary_Dec2018.shp"; The file doesn't seem to exist.

hab_types<-st_read(dat$hab_types)

## Error: Cannot open "/Volumes/mpgcloud/Shared/Workspace/MPG Ranch/GIS Maps/projects/vegetation_classification/working_habitat_classes/HabTypes/habitat_types_branch4_1.shp"; The file doesn't seem to exist.

st_crs(AllResto)

## Error in eval(expr, envir, enclos): object 'AllResto' not found

st_crs(MPG_bound)

## Error in eval(expr, envir, enclos): object 'MPG_bound' not found

st_crs(hab_types)

## Error in eval(expr, envir, enclos): object 'hab_types' not found

MPG_bound<-st_transform(MPG_bound, 26911)

## Error in eval(expr, envir, enclos): object 'MPG_bound' not found

st_crs(MPG_bound)

## Error in eval(expr, envir, enclos): object 'MPG_bound' not found

AllResto<-st_transform(AllResto, 26911)

## Error in eval(expr, envir, enclos): object 'AllResto' not found

st_crs(AllResto)

## Error in eval(expr, envir, enclos): object 'AllResto' not found

hab_types<-st_transform(hab_types, 26911)

## Error in eval(expr, envir, enclos): object 'hab_types' not found

st_crs(hab_types)

## Error in eval(expr, envir, enclos): object 'hab_types' not found

Map 1. Vegetation sampling points within rangelands

## Error in eval(expr, envir, enclos): object 'hab_types' not found

## Error in eval(expr, envir, enclos): object 'rangeland_polys' not found

## Error in eval(expr, envir, enclos): object 'MPG_bound' not found

## Error in eval(expr, envir, enclos): object 'RangePtMap' not found

All 299 native species on MPG except for forest only species

(any species without habitat defined or in any rangeland occurence)

##   [1] 360 746 766 649 757 772 720 738 253 719  26 180 736 650 499 596 371 707
##  [19] 254 171 639 369 598 398 476 591 432 611 764 727 424 728 785 702 438 758
##  [37] 722 646 498 279 282 281 751 607 351 605 293 510 292 151 709 341 508 796
##  [55] 537 779 730 569 565 567 592  48  45 688 160 617 518 695 694 788  32 697
##  [73] 217 787 344 485  58 733 692 594 773 698 797 792 127  55 601 613 630 150
##  [91] 790 775 479 634 626 693 112 625 632  93 191 748 705 192 704 110 747 703
## [109] 114  99 109 740 710 618 642 752 717 725 651 470 504 680 158 714 712 760
## [127] 599 715 711 400 168 713 185 464  15 755 739 732 783 226 105 456 699 759
## [145] 681 246 753 359 370 383 416 776 593 659 528 272 756 152 721 304 392 420
## [163] 723 777 661 445 624 629 444 636 724 175 443 729 310 506  64 317 474 735
## [181] 731 378 609 379 737 663 682 749 762 765 794 754 789 451 708 622 387 716
## [199] 706 194 549 423 425 300 574 741 768 784 767 690 289 781 140 750 691 769
## [217] 774 336 666 734 652 726 793 475 778 743 606 337 331 330 595 638 136 332
## [235] 763 696 641  59 521 608 643 143 353 700 665 658 356 664 782 468 656 637
## [253] 604 557 718 654 645  89 660 701 477 761 560 678

## Error in eval(expr, envir, enclos): object 'type1_biome' not found

## Error in `filter()`:
## ℹ In argument: `!(forest == 1 & rangeland == 0)`.
## Caused by error:
## ! object 'forest' not found

199 native herbaceous plant species on MPG Rangelands

rangeland forbs (159 species)

native forbs
common name	scientific name	life cycle
western yarrow	Achillea millefolium	perennial
giant horsemint	Agastache urticifolia	perennial
false-dandelion	Agoseris glauca	perennial
annual agoseris	Agoseris heterophylla	annual
nodding onion	Allium cernuum	perennial
western rock jasmine	Androsace occidentalis	annual
cutleaf anenome	Anemone patens	perennial
low pussytoes	Antennaria dimorpha	perennial
rosy pussytoes	Antennaria microphylla	perennial
small-leaf pussytoes	Antennaria parvifolia	perennial
woods pussytoes	Antennaria racemosa	perennial
rosy pussytoes	Antennaria rosea	perennial
umber pussytoes	Antennaria umbrinella	perennial
spreading dogbane	Apocynum androsaemifolium	perennial
common dogbane	Apocynum cannabinum	perennial
Holboell’s rockcress	Arabis holboellii	perennial
littleleaf rockcress	Arabis microphylla	perennial
Nuttall’s rockcress	Arabis nuttallii	perennial
ballhead sandwort	Arenaria congesta	perennial
heartleaf arnica	Arnica cordifolia	perennial
twin arnica	Arnica sororia	perennial
prairie sagewort	Artemisia ludoviciana	perennial
Canada milkvetch	Astragalus canadensis	perennial
hariy milkvetch	Astragalus inflexus	perennial
timber milkvetch	Astragalus miser	perennial
woollypod milkvetch	Astragalus purshii	perennial
balsamroot	Balsamorhiza sagittata	perennial
rockcress	Boechera pendulocarpa	perennial
rockcress	Boechera retrofracta	perennial
fairy slipper	Calypso bulbosa	perennial
Scotch harebell	Campanula rotundifolia	perennial
harsh paintbrush	Castilleja hispida	perennial
stiff yellow Indian paintbrush	Castilleja lutescens	perennial
scarlet paintbrush	Castilleja miniata	perennial
pale Indian paintbrush	Castilleja pallescens	perennial
fireweed	Chamerion angustifolium	perennial
Fremont’s goosefoot	Chenopodium fremontii	annual
narrowleaf goosefoot	Chenopodium leptophyllum	annual
wavy-leaf thistle	Cirsium undulatum	perennial
pink fairies	Clarkia pulchella	annual
miner’s lettuce	Claytonia perfoliata	perennial
blue-eyed Mary	Collinsia parviflora	annual
narrow-leaved collomia	Collomia linearis	annual
bastard toadflax	Comandra umbellata	perennial
Canada horseweed	Conyza canadensis	biennial
slender hawksbeard	Crepis atribarba	perennial
gray hawksbeard	Crepis intermedia	perennial
basin cryptantha	Cryptantha ambigua	annual
northern miner’s candle	Cryptantha celosioides	perennial
Torrey’s cryptantha	Cryptantha torreyana	annual
brittle bladderfern	Cystopteris fragilis	perennial
larkspur	Delphinium bicolor	perennial
mountain tansy mustard	Descurainia incana var. incisa	perennial
hoary tansyaster	Dieteria canescens	perennial
Bonneville shootingstar	Dodecatheon conjugens	perennial
few-flowered shooting star	Dodecatheon pulchellum	perennial
sticky cinquefoil	Drymocallis glandulosa var. glandulosa	perennial
autumn willowherb	Epilobium brachycarpum	annual
fringed willowherb	Epilobium ciliatum	perennial
rough horsetail	Equisetum hyemale	perennial
smooth horsetail	Equisetum laevigatum	perennial
woodland horsetail	Equisetum sylvaticum	perennial
cutleaf daisy	Erigeron compositus	perennial
longleaf fleabane	Erigeron corymbosus	perennial
spreading fleabane	Erigeron divergens	biennial
shaggy fleabane	Erigeron pumilus	perennial
aspen fleabane	Erigeron speciosus	perennial
golden buckwheat	Eriogonum flavum	perennial
cushion buckwheat	Eriogonum ovalifolium	perennial
sulphur buckwheat	Eriogonum umbellatum	perennial
common woolly sunflower	Eriophyllum lanatum	perennial
shy wallflower	Erysimum inconspicuum	biennial
thymeleaf sandmat	Euphorbia serpyllifolia	annual
woodland strawberry	Fragaria vesca	perennial
Virginia strawberry	Fragaria virginiana	perennial
yellow bell	Fritillaria pudica	perennial
blanket flower	Gaillardia aristata	perennial
sticky willy	Galium aparine	annual
northern bedstraw	Galium boreale	perennial
fragrant bedstraw	Galium triflorum	perennial
scarlet beeblossom	Gaura coccinea	perennial
sticky geranium	Geranium viscosissimum	perennial
largeleaf avens	Geum macrophyllum	perennial
prairie smoke	Geum triflorum	perennial
delicate gilia	Gilia tenerrima	annual
curlycup gumweed	Grindelia squarrosa	perennial
many-flower stickseed	Hackelia floribunda	perennial
common sunflower	Helianthus annuus	annual
Maximilian sunflower	Helianthus maximiliani	perennial
showy goldeneye	Heliomeris multiflora	perennial
hairy golden aster	Heterotheca villosa	perennial
round-leaf alumroot	Heuchera cylindrica	perennial
common alumroot	Heuchera parvifolia	perennial
white hawkweed	Hieracium albiflorum	perennial
Scouler’s woollyweed	Hieracium scouleri	perennial
narrowleaf hawkweed	Hieracium umbellatum	perennial
ball head waterleaf	Hydrophyllum capitatum	perennial
northern linanthus	Leptosiphon septentrionalis	annual
bitterroot	Lewisia rediviva	perennial
Lewis flax	Linum lewisii	perennial
smoth fringecup	Lithophragma glabra	perennial
smallflower woodland-star	Lithophragma parviflorum	perennial
field gromwell	Lithospermum ruderale	perennial
Wyeth’s biscuitroot	Lomatium ambiguum	perennial
cous biscuitroot	Lomatium cous	perennial
fernleaf biscuitroot	Lomatium dissectum	perennial
big seed biscuitroot	Lomatium macrocarpum	perennial
nine-leaf lomatium	Lomatium triternatum	perennial
silvery lupine	Lupinus argenteus	perennial
Wyeth’s lupine	Lupinus polyphyllus var. humicola	perennial
silky lupine	Lupinus sericeus	perennial
mountain tarweed	Madia glomerata	annual
false Solomon’s-seal	Maianthemum racemosum	perennial
small-flowered blazing-star	Mentzelia dispersa	annual
leafy bluebell	Mertensia oblongifolia	perennial
wholeleaf saxifrage	Micranthes nidifica	perennial
pink microsteris	Microsteris gracilis	annual
narrowleaved montia	Montia linearis	annual
bay forget-me-not	Myosotis laxa	perennial
jump cactus	Opuntia fragilis	perennial
clustered broom-rape	Orobanche fasciculata	annual
pink owl clover	Orthocarpus tenuifolius	annual
sweet cicely	Osmorhiza berteroi	perennial
woolly groundsel	Packera cana	perennial
Albert’s penstemon	Penstemon albertinus	perennial
scabland penstemon	Penstemon deustus	perennial
Wilcox’s penstemon	Penstemon wilcoxii	perennial
Gardner’s yampah	Perideridia montana	perennial
silverleaf phacelia	Phacelia hastata	perennial
thread-leaf phacelia	Phacelia linearis	annual
hood’s phlox	Phlox hoodii	perennial
moss phlox	Phlox muscoides	perennial
Scouler’s popcornflower	Plagiobothrys scouleri	annual
woolly plantain	Plantago patagonica	annual
white plectritis	Plectritis macrocera	annual
littlebells	Polemonium micranthum	annual
Douglas’ knotweed	Polygonum douglasii	annual
bushy knotweed	Polygonum ramosissimum	annual
slender cinquefoil	Potentilla gracilis	perennial
roughfruit fairybells	Prosartes trachycarpa	perennial
upright prairie coneflower	Ratibida columnifera	perennial
blackeyed Susan	Rudbeckia hirta	perennial
lance-leaved stonecrop	Sedum lanceolatum	perennial
narrow-petalled stonecrop	Sedum stenopetalum	perennial
lesser spikemoss	Selaginella scopulorum	perennial
lambstongue groundsel	Senecio integerrimus	perennial
sleepy silene	Silene antirrhina	annual
Menzies’ campion	Silene menziesii	perennial
Oregon campion	Silene oregana	perennial
Western Canada goldenrod	Solidago lepida	perennial
Missouri goldenrod	Solidago missouriensis	perennial
purple meadowrue	Thalictrum dasycarpum	perennial
death camas	Toxicoscordion venenosum	perennial
triteleia	Triteleia grandiflora	perennial
American speedwell	Veronica americana	perennial
water speedwell	Veronica anagallis-aquatica	perennial
American vetch	Vicia americana	perennial
Nuttall’s violet	Viola nuttallii	perennial
Oregon cliff fern	Woodsia oregana	perennial

Table 1. Native forbs detected at grid points within non-forested rangelands at any time between 2011-2022

rangeland graminoids (40 species)

native graminoids
common name	scientific name	life cycle
three-awn	Aristida purpurea var. longiseta	perennial
blue grama grass	Bouteloua gracilis	perennial
mountain brome	Bromus carinatus	perennial
Columbia brome	Bromus vulgaris	perennial
bluejoint	Calamagrostis canadensis	perennial
pinegrass	Calamagrostis rubescens	perennial
shortbeak sedge	Carex brevior	perennial
threadleaf sedge	Carex filifolia	perennial
elk sedge	Carex geyeri	perennial
Hood’s sedge	Carex hoodii	perennial
small-winged sedge	Carex microptera	perennial
woolly sedge	Carex pellita	perennial
Liddon’s sedge	Carex petasata	perennial
white-scale sedge	Carex xerantica	perennial
timber oatgrass	Danthonia intermedia	perennial
onespike oatgrass	Danthonia unispicata	perennial
basin wildrye	Elymus cinereus	perennial
bottlebrush squirreltail	Elymus elymoides	perennial
blue wild rye	Elymus glaucus	perennial
western wheatgrass	Elymus smithii	perennial
slender wild rye	Elymus trachycaulus	perennial
rough fescue	Festuca campestris	perennial
Idaho fescue	Festuca idahoensis	perennial
western fescue	Festuca occidentalis	perennial
sheep fescue	Festuca ovina	perennial
tall mannagrass	Glyceria elata	perennial
foxtail barley	Hordeum jubatum	perennial
June grass	Koeleria macrantha	perennial
oniongrass	Melica bulbosa	perennial
Cusick’s bluegrass	Poa cusickii	perennial
fowl bluegrass	Poa palustris	perennial
Sandberg’s bluegrass	Poa secunda	perennial
bluebunch wheatgrass	Pseudoroegneria spicata	perennial
woolgrass	Scirpus cyperinus	perennial
sand dropseed	Sporobolus cryptandrus	perennial
needle and thread	Stipa comata	perennial
Indian ricegrass	Stipa hymenoides	perennial
Columbia needlegrass	Stipa nelsonii	perennial
western needlegrass	Stipa occidentalis	perennial
green needlegrass	Stipa viridula	perennial
tall trisetum	Trisetum cernuum ssp. canescens	perennial
sixweeks fescue	Vulpia octoflora	annual

Table 2. Native grass species detected at grid points within non-forested rangelands at any time between 2011-2022

Map 2. Vegetation sampling points within restoration areas (specifically, seeding and planting treatments)

## Error in eval(expr, envir, enclos): object 'AllResto' not found

## Error in eval(expr, envir, enclos): object 'reveg_polys' not found

## Error in eval(expr, envir, enclos): object 'valid_reveg_polys' not found

## Error in eval(expr, envir, enclos): object 'MPG_bound' not found

## Error in eval(expr, envir, enclos): object 'resto_pts' not found

133 native herbaceous species found in MPG Restoration areas

restoration area forbs (99 species)

## Error: object 'reveg_points' not found

## Error: object 'reveg_points' not found

## Error in eval(expr, envir, enclos): object 'restoration_forbs' not found

## Error: object 'Resto_ForbList' not found

## Error: object 'Resto_ForbList' not found

## Error in if (kable_format %in% c("pipe", "markdown")) {: argument is of length zero

## Error in eval(expr, envir, enclos): object 'scroll_table3' not found

Table 3. Native forb species detected at grid points within revegetation treatment areas at any time between 2011-2022.

Seeded or planted species (does not mean species occurs because they were seeded, just that this species’ plant material is available)

restoration area graminoids (34 species)

## Error: object 'reveg_points' not found

## Error in eval(expr, envir, enclos): object 'restoration_grass' not found

## Error: object 'Resto_GrassList' not found

## Error: object 'Resto_GrassList' not found

## Error in eval(expr, envir, enclos): object 'table4' not found

## Error in eval(expr, envir, enclos): object 'scroll_table4' not found

Table 4. Native grass species detected at grid points within revegetation treatment areas at any time between 2011-2022.

Seeded or planted species (does not mean species occurs because they were seeded, just that this species’ plant material is available)

rangeland species not found in revegetation areas (73 species)

## Error: object 'reveg_points' not found

## Error in eval(expr, envir, enclos): object 'restoration_herbs' not found

## Error: object 'NonRevegList' not found

## Error in eval(expr, envir, enclos): object 'NonRevegList' not found

## Error in if (kable_format %in% c("pipe", "markdown")) {: argument is of length zero

## Error in eval(expr, envir, enclos): object 'scroll_table5' not found

1) section with figure of species counts by family

count unique families from species lists above

## Error: <text>:1:7: unexpected symbol
## 1: count unique
##           ^

2) section with information about traits. phenology, drought tolerance (maybe from KD’s data), seed size

3) section with potential/suitable species not detected in surveys

4) subsection with commercial availability

Species Availability and Sources

107 Species grown, collected, or planted at MPG Ranch

known seed availability and sources
common name	scientific name	commercial availability	MPG seed farmed	field collected
western yarrow	Achillea millefolium	yes	no
nodding onion	Allium cernuum	unknown	no
pearly everlasting	Anaphalis margaritacea	unknown	no
rosy pussytoes	Antennaria microphylla	unknown	yes
small-leaf pussytoes	Antennaria parvifolia	unknown	no
Holboell’s rockcress	Arabis holboellii	unknown	yes
three-awn	Aristida purpurea var. longiseta	unknown	no
heartleaf arnica	Arnica cordifolia	unknown	no	yes
twin arnica	Arnica sororia	unknown	yes	yes
showy milkweed	Asclepias speciosa	unknown	yes
hariy milkvetch	Astragalus inflexus	unknown	no	yes
balsamroot	Balsamorhiza sagittata	yes	no	yes
blue grama grass	Bouteloua gracilis	yes	no
mountain brome	Bromus carinatus	yes	no
Scotch harebell	Campanula rotundifolia	unknown	yes
Douglas’ dustymaiden	Chaenactis douglasii	unknown	yes
fireweed	Chamerion angustifolium	unknown	no
pink fairies	Clarkia pulchella	unknown	yes
blue-eyed Mary	Collinsia parviflora	unknown	yes
narrow-leaved collomia	Collomia linearis	unknown	yes
golden tickseed	Coreopsis tinctoria	unknown	no
gray hawksbeard	Crepis intermedia	unknown	yes	yes
cryptantha	Cryptantha spp.	unknown	no
white prairie clover	Dalea candida	yes	no	yes
purple prairie clover	Dalea purpurea	yes	no	yes
larkspur	Delphinium bicolor	unknown	yes	yes
tufted hairgrass	Deschampsia cespitosa	unknown	no
Bonneville shootingstar	Dodecatheon conjugens	unknown	no	yes
tall cinquefoil	Drymocallis arguta	unknown	yes
Canada wildrye	Elymus canadensis	yes	no
basin wildrye	Elymus cinereus	yes	no
bottlebrush squirreltail	Elymus elymoides	yes	no
thickspike wheatgrass	Elymus lanceolatus	unknown	no
western wheatgrass	Elymus smithii	yes	no
slender wild rye	Elymus trachycaulus	yes	no
cutleaf daisy	Erigeron compositus	unknown	yes	yes
shaggy fleabane	Erigeron pumilus	unknown	yes
aspen fleabane	Erigeron speciosus	unknown	yes
golden buckwheat	Eriogonum flavum	unknown	no
cushion buckwheat	Eriogonum ovalifolium	unknown	yes
sulphur buckwheat	Eriogonum umbellatum	unknown	yes
common woolly sunflower	Eriophyllum lanatum	yes	yes
glacier lily	Erythronium grandiflorum	unknown	no	yes
rough fescue	Festuca campestris	unknown	no	yes
Idaho fescue	Festuca idahoensis	unknown	yes
yellow bell	Fritillaria pudica	unknown	no	yes
blanket flower	Gaillardia aristata	unknown	yes	yes
scarlet beeblossom	Gaura coccinea	unknown	no	yes
sticky geranium	Geranium viscosissimum	unknown	no	yes
prairie smoke	Geum triflorum	unknown	no	yes
curlycup gumweed	Grindelia squarrosa	unknown	yes	yes
Rocky Mountain rockrose	Helianthella uniflora	unknown	no
common sunflower	Helianthus annuus	yes	no
Maximilian sunflower	Helianthus maximiliani	yes	no
showy goldeneye	Heliomeris multiflora	unknown	no
hairy golden aster	Heterotheca villosa	unknown	yes	yes
round-leaf alumroot	Heuchera cylindrica	unknown	no
streambank wild hollyhock	Iliamna rivularis	unknown	no	yes
June grass	Koeleria macrantha	yes	no
bitterroot	Lewisia rediviva	unknown	yes	yes
Lewis flax	Linum lewisii	yes	no
smallflower woodland-star	Lithophragma parviflorum	unknown	no
field gromwell	Lithospermum ruderale	unknown	no	yes
nine-leaf lomatium	Lomatium triternatum	unknown	yes	yes
silvery lupine	Lupinus argenteus	yes	no
silky lupine	Lupinus sericeus	yes	no	yes
small-flowered blazing-star	Mentzelia dispersa	unknown	no
blazing-star	Mentzelia laevicaulis	unknown	no
wild bergamot	Monarda fistulosa	unknown	yes
Great Basin blue-eyes	Nemophila breviflora	unknown	yes
hairy evening primrose	Oenothera villosa	unknown	no
pink owl clover	Orthocarpus tenuifolius	unknown	yes
Bessey’s locoweed	Oxytropis besseyi	unknown	yes
woolly groundsel	Packera cana	unknown	no	yes
Albert’s penstemon	Penstemon albertinus	unknown	no
fuzzy tongue penstemon	Penstemon eriantherus	unknown	yes
littleflower penstemon	Penstemon procerus	unknown	yes
Wilcox’s penstemon	Penstemon wilcoxii	unknown	yes
silverleaf phacelia	Phacelia hastata	yes	yes
thread-leaf phacelia	Phacelia linearis	unknown	yes	yes
Geyer’s twinpod	Physaria geyeri	unknown	no
woolly plantain	Plantago patagonica	unknown	yes
Sandberg’s bluegrass	Poa secunda	yes	no	yes
Sandberg’s bluegrass	Poa secunda	yes	no
littlebells	Polemonium micranthum	unknown	yes
slender cinquefoil	Potentilla gracilis	unknown	yes
bluebunch wheatgrass	Pseudoroegneria spicata	yes	no	yes
upright prairie coneflower	Ratibida columnifera	yes	no	yes
blackeyed Susan	Rudbeckia hirta	unknown	no
lambstongue groundsel	Senecio integerrimus	unknown	no
Missouri goldenrod	Solidago missouriensis	unknown	yes	yes
scarlet globemallow	Sphaeralcea coccinea	unknown	yes
sand dropseed	Sporobolus cryptandrus	yes	no
needle and thread	Stipa comata	yes	no
Indian ricegrass	Stipa hymenoides	unknown	no
triteleia	Triteleia grandiflora	unknown	no	yes
American vetch	Vicia americana	unknown	no
sixweeks fescue	Vulpia octoflora	unknown	no

37 Species of native forbs grown at one time in MPG Seed Farm

35 are not commercially available or source is unknown

Species Counts
life form	field collected	MPG Seed Farmed	commercial availability
forb	29	37	13
graminoid	3	1	13