21 Climate Change and Forest Herbs of Temperate Deciduous Forests
Jesse Bellemare and David A. Moeller
Climate change is projected to be one of the top threats to biodiversity in coming decades (Thomas et al. 2004; Parmesan 2006). In the Temperate Deciduous Forest (TDF) biome, mounting climate change is expected to become an increasing and long-term threat to many forest plant species (Honnay et al. 2002; Skov and Svenning 2004; Van der Veken et al. 2007a), on par with major current threats to forest plant bio- diversity, such as high rates of deer herbivory, intensive forestry, habitat fragmentation, and land use change ( chapters 4, 14, 15, and 16, this volume). At the broadest scale, changing climate regimes are predicted to cause major shifts in the geographic distri- bution of the climate envelopes currently occupied by forest plants, with many spe- cies’ ranges projected to shift northward or to higher elevations to track these changes (Iverson and Prasad 1998; Schwartz et al. 2006; Morin et al. 2008; McKenney et al. 2011). In parallel, these climate-driven range dynamics are likely to include population declines or regional extinctions for many plant species, particularly in more south- erly areas and along species’ warm-margin distribution limits (Iverson and Prasad 1998; Hampe and Petit 2005; Schwartz et al. 2006; Svenning and Skov 2006; Morin et al. 2008).
Among the plant species characteristic of TDF, forest herbs may be especially vul- nerable to climate change for several reasons. First, many forest herbs have biological and ecological traits that may limit the rate at which they are capable of migrating in response to changing climate (e.g., species with seed dispersal mechanisms adapted primarily to local movement rather than long-distance dispersal; Van der Veken et al. 2007a). Second, the fragmentation and limited connectivity of forest areas due to agri- culture, roads, and development in the modern landscape may exacerbate the innate
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challenges of long-distance dispersal and colonization for these species (Honnay et al. 2002; chapter 4 this volume). Finally, the geographic distributions of some forest herbs may still be impacted by past climate change (e.g., marginalization to southern areas by Pleistocene glaciations; Skov and Svenning 2004; Van der Veken et al. 2007a), mak- ing their rapid response to modern climate change less likely. Although the magnitude of the threat to forest herb biodiversity posed by climate change is not yet fully under- stood, several fi elds are providing important new insights into the relationship between temperate forest plants and climate change, including paleoecological (e.g., Williams et al. 2004) and phylogeographic research (e.g., Gonzales et al. 2008), comparative studies (e.g., Van der Veken et al. 2007a), and bioclimatic modeling approaches (e.g., Skov and Svenning 2004), as well as fi eld-based experimentation (e.g., Van der Veken et al. 2007b; Warren et al. 2011). A synthetic view combining insights from these vari- ous fi elds will be key to understanding the challenges posed by modern climate change and developing effective conservation strategies for vulnerable plant species.
Although the rate and eventual magnitude of modern climate change are projected to differ qualitatively from climate dynamics in the recent geologic past (e.g., glacial cycles of the late Quaternary Period), important insights into the nature of threats to forest plant biodiversity and to the types of species most likely to be severely impacted by rapid climate change may be drawn from historical and biogeographic perspectives (Delcourt 2002; Svenning 2003; Van der Veken et al. 2007a; Petit et al. 2008; Willis et al. 2010). In this chapter, we review what is known about the long-term, large-scale range dynamics of forest herbs in response to past climate change and present a new biogeo- graphic analysis investigating how contemporary distribution and diversity patterns among a subset of rare forest herbs may relate to these past climate dynamics. We also discuss how forest herb species may be affected by contemporary climate change and consider options for species conservation.
TEMPERATE DECIDUOUS FORESTS AND CLIMATE CHANGE:!DEEP TIME PERSPECTIVES
The plant lineages that comprise the modern TDF biome have a deep and dynamic history in the Northern Hemisphere, inextricably linked to climate change over mil- lions of years (Davis 1983; Donoghue and Smith 2004; Graham 2011). Almost all major temperate forest plant lineages have histories extending back 10s of millions of years into the Tertiary and upper Cretaceous periods, spanning climatic conditions that have been both signifi cantly warmer and colder than at present (Graham 2011). For exam- ple, many of the angiosperm forest tree lineages that provide the structural foundation for modern TDF plant communities, including Aceraceae, Fagaceae, and Juglandaceae, trace their origins and rise to prominence to the upper Cretaceous (~ 100–65 million years ago; Manchester 1999; Willis and McElwain 2002; Wang et al. 2009). Similarly, characteristic forest herb lineages, such as the Aristolochiaceae, Berberidaceae, Ranunculaceae, and Liliaceae, emerged relatively early in the evolutionary diversifi ca- tion of angiosperms and include many genera that have apparently been closely associ- ated with temperate forest habitats for millions of years since (i.e., phylogenetic niche conservatism; Ricklefs and Latham 1992; Wen 1999; Patterson and Givnish 2002).
During much of the upper Cretaceous and Tertiary, relatively warm and wet climatic conditions, combined with greater connectivity among landmasses in the Northern Hemisphere, allowed TDF-like vegetation to extend across large portions
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2 of North America and Eurasia, including many high latitude areas now occupied by boreal forest, tundra, and arctic desert (Manchester 1999; Wen 1999; Tiffney and Manchester 2001; Willis and McElwain 2002). With the onset of climatic cooling and drying in the Pliocene Epoch (~ 5.3–2.6 million years ago), and the advent of exten- sive continental glaciations in the Quaternary (~ 2.6 million years ago to present), the geographic distributions of TDF plant species were forced southward in a series of climate-driven range contractions during glacial maxima (Davis 1983; Latham and Ricklefs 1993; Delcourt 2002). Paleoecological studies, focused primarily on the pol- len record from during and after the Last Glacial Maximum (LGM; ~ 21,500 years ago), have provided an important window on recent range dynamics, document- ing large-scale shifts in the distributions of many forest plant species during peri- ods of rapid climate change (Davis 1983; Prentice et al. 1991; Williams et al. 2004). Consistent with evolutionary research suggesting long-term niche conservatism in forest herbs (e.g., Ricklefs and Latham 1992; Wen 1999), these paleoecological studies tend to document migration or altitudinal shifts in response to past climate change, rather than substantial in situ evolution of species climatic tolerances (Huntley and Webb 1989; Martínez-Meyer and Peterson 2006; but see Davis et al. 2005).
Past climate change has also been linked to the extinction or regional extirpa- tion of numerous TDF plant taxa (Davis 1983; Latham and Ricklefs 1993; Svenning 2003). Although relatively few plant extinctions are documented from the fi nal gla- cial cycles of the Pleistocene Epoch (Bennett 1997; but see Jackson and Weng 1999), the initial shift to colder and drier climate in the Pliocene and the onset of exten- sive glaciations in the early Quaternary have been linked to the regional extinc- tion of large numbers of characteristic TDF plant lineages in Europe, including Carya , Hamamelis , Liriodendron , Magnolia , Tsuga , and upward of 80 other woody plant genera (Davis 1983; Latham and Ricklefs 1993; Svenning 2003). Fewer for- est plant extinctions are documented for eastern North America, but this period did see the regional extirpation of at least eight woody plant genera, including Dendropanax , Platycarya , Pterocarya , and Sciadopitys (Latham and Ricklefs 1993; Manchester 1999; Tiffney and Manchester 2001). In contrast, species from many of the plant lineages extirpated in Europe and eastern North America persist to this day in the TDF of eastern Asia, where species losses appear to have been buffered by the region’s greater topographic heterogeneity and lack of extensive continen- tal glaciations (Huntley 1993; Latham and Ricklefs 1993; Qian and Ricklefs 1999). Notably, the severe Pliocene and early Quaternary species losses in Europe appear to underlie the striking differences in contemporary species diversity seen when contrasting European TDF with similar forests in eastern North America or east- ern Asia (Davis 1983; Huntley 1993; Latham and Ricklefs 1993; Svenning 2003). These deep-time biogeographical patterns underscore the potential for long-lasting impacts of anthropogenic climate change on plant diversity and distribution in the TDF biome (Delcourt 2002; Thomas et al. 2004; Petit et al. 2008).
WHICH FOREST HERBS MAY BE MOST VULNERABLE TO CLIMATE CHANGE?
It is clear from past episodes of climate change and future projections that not all spe- cies are equally threatened by changing climate (Svenning 2003; Thomas et al. 2004; Thuiller et al. 2005; Schwartz et al. 2006; Willis et al. 2007). For example, the ongoing
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poleward range shifts of many bird, mammal, and insect taxa suggest that some rela- tively vagile species are already adjusting their distributions in response to anthropo- genic climate change (Parmesan and Yohe 2003; Hickling et al. 2005; Zuckerberg et al. 2009; Breed et al. 2012). Although similar range shifts in response to modern climate change have not yet been well documented for forest plants, the paleoecological record suggests that some species may be capable of relatively rapid range adjustments (e.g., Clark 1998; Williams et al. 2004). Nevertheless, the substantial numbers of forest plant extirpations and extinctions linked to the onset of a qualitatively new climatic regime during the late Tertiary and early Quaternary suggest that not all forest plants are equally resilient to abrupt climate change (Latham and Ricklefs 1993; Svenning 2003).
Of greatest concern in the face of modern climate change are species with limited geographic distributions, such as endemics and other small-ranged species (Thomas et al. 2004; Parmesan 2006; Schwartz et al. 2006; Thomas 2011). The increased risk of extinction projected for small-ranged species traces to a number of ecological and biogeographical factors. For example, macroecological studies have frequently detected a positive correlation between range size and local abundance, such that small-ranged species are often characterized by lower abundances and smaller popu- lation sizes than widespread species (Gaston 2003), a result that has been apparent in several plant-focused studies (Thompson et al. 1998; Murphy et al. 2006; Pocock et al. 2006). This characteristic, combined with the geographic clustering of popu- lations, may expose small-ranged species to greater risk of extinction due simply to stochastic population processes or to chance regional events (e.g., drought, introduc- tion of novel pathogens; Gaston 2003). In addition to risk factors that may be inher- ently linked to small range size, modern climate change poses a signifi cant new threat to many small-ranged, endemic species (Thomas et al. 2004, 2011). Specifi cally, sub- stantial geographic disjunctions are likely to develop between the locations of many small-ranged species’ current ranges and the locations of climatically similar areas in the future (Thomas et al. 2004; Schwartz et al. 2006). Such disjunctions between pres- ent and future habitat areas are less likely for widespread species, where at least some portions of these broadly distributed species’ ranges are likely to remain climatically suitable into the future, buffering against climate-driven threats (Thomas et al. 2004; Schwartz et al. 2006). Without successful long-distance dispersal to track shifting cli- mate zones as they move poleward, populations of small-ranged species may soon be exposed to novel climatic regimes that fall outside the range of climatic condi- tions they exist under currently; for some species this is likely to result in population declines or extinction (Thomas et al. 2004).
WHY MIGHT SMALL-RANGED SPECIES HAVE SMALL RANGES?
Ecologists have long recognized that the restricted distributions of small-ranged endemic plant species may be the outcome of a variety of causes (Willis 1922; Wherry 1944; Stebbins and Major 1965; Daubenmire 1978). Among potential drivers of endemism, the most commonly cited are species’ innate biological or ecological characteristics (e.g., competitive inferiority or association with uncommon habitats; Daubenmire 1978; Baskin and Baskin 1989; Lavergne 2004), their recent evolutionary origin (Stebbins and Major 1965; Levin 2000; Lesica et al. 2006), or endemism due to the contraction of a formerly more extensive range (Daubenmire 1978). These three
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4 general classes of endemic species have been termed “ecological endemics,” “neoen- demics,” and “paleoendemics,” respectively (Stebbins and Major 1965; Daubenmire 1978; Estill and Cruzan 2001). In addition to these traditional explanations for the small ranges of endemic plant species, studies have increasingly raised the possibil- ity that seed dispersal limitation may also be a factor contributing to the restricted geographic distributions of many small-ranged plants (Kropf et al. 2002; Rossetto and Kooyman 2005; Svenning and Skov 2007a; Van der Veken et al. 2007a; Rossetto et al. 2008). In the case of ecological endemics whose distributions are linked to unusual habitats (e.g., serpentine bedrock), suitable habitat patches are often widely scattered in a matrix of unsuitable habitat, likely making inter-site seed dispersal and range expansion diffi cult. For neoendemics, evidence suggests that some recently evolved species may simply have had limited time to disperse and expand their ranges (Lesica et al. 2006). Dispersal limitation has also been suggested as a key factor involved in the restricted distributions of some paleoendemics (Rossetto and Kooyman 2005; Rosetto et al. 2008). Although considerations of paleoendemics frequently focus on the dynamics of range fragmentation and decline leading to these species’ restricted distributions (Daubenmire 1978; Levin 2000), it is also evident that the limited expan- sion of paleoendemics’ ranges after conditions have ameliorated could be linked to dispersal limitation (Svenning and Skov 2007a; Van der Veken et al. 2007a; Hampe and Jump 2011). In general, the potential for dispersal limitation to be a key historical fac- tor infl uencing the small range size of many endemic plants suggests that these species will have limited ability to track modern climate change.
Dispersal limitation of range size for endemic forest herbs could be traced to innate species characteristics, as well as aspects of regional landscape structure and biogeo- graphic history. For example, studies have shown that factors such as low seed produc- tion, a lack of morphological adaptations for long-distance seed dispersal, and the absence of suitable dispersal agents may lead to signifi cant dispersal limitation for many forest herbs (e.g., Matlack 1994; Bellemare et al. 2002; Verheyen et al. 2003; Van der Veken et al. 2007a; chapter 16, this volume). Although most studies investigat- ing seed dispersal limitation in forest herbs have focused on local scales over rela- tively short timeframes (e.g., post-agricultural recolonization of secondary forests; Matlack 1994; chapter 16, this volume), evidence is increasing from studies at larger geographic scales that dispersal limitation may also contribute to limited range size in some forest herbs (e.g., Skov and Svenning 2004; Van der Veken et al. 2007a; Bellemare 2010). For example, Van der Veken et al. (2007a) found that European forest herbs with seeds adapted to local dispersal (e.g., via ants) and those lacking morphological adaptations for dispersal had signifi cantly smaller geographic ranges than related spe- cies with seeds exhibiting adaptations for longer-distance dispersal (e.g., via wind or vertebrates). These studies have highlighted the potential for key climate change risk factors, like small range size and dispersal limitation (Thomas et al. 2004), to be caus- ally linked in forest herbs (Van der Veken et al. 2007a).
WHERE ARE SMALL-RANGED FOREST HERBS IN EASTERN NORTH AMERICA?
Given that small-ranged species are expected to be at increased risk from climate change, what do we know about the current distributions of small-ranged forest herbs in eastern North America? To date, there have been no comprehensive reviews of the
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distribution of small-ranged forest plants (i.e., endemics) or analyses of patterns of endemism focused specifi cally on the TDF biome. Prior studies by Stein et al. (2000) and Estill and Cruzan (2001) have surveyed patterns of endemism in portions of eastern North America, but neither focused on forest habitats in detail. These inves- tigations highlighted numerous “hotspots” of endemism in non-forest habitats (e.g., scrub and sand hill vegetation in central Florida, open cedar glade habitats in central Tennessee), in addition to a limited number of hotspots in TDF (e.g., the southern Appalachian Mountains; Estill and Cruzan 2001). Although these earlier studies have been key to mapping the distribution and diversity of plant endemics in general, a biome-centered survey focusing specifi cally on small-ranged plants associated with TDF has not been conducted. Such a study will be crucial in the context of climate change, as the unique ecology and biogeographic history of forest plants may pre- dispose them to climate-related vulnerabilities. Further, conservation options for small-ranged forest plants may include some approaches (e.g., assisted colonization) that may be less feasible for species associated with other, more unusual and spatially limited habitats where endemics are often found, such as serpentine barrens or lime- stone glades.
In the analysis presented here, we have focused specifi cally on the distribution of small-ranged forest herbs associated with TDF habitats in eastern North America. To identify appropriate species for inclusion in this survey, we visually inspected all plant species distribution maps developed by the Biota of North America Program (BONAP; Kartesz 2010) for species with geographic ranges centered in eastern North America. These maps are available online ( www.bonap.org ) and are updated on a con- tinuing basis as new records become available; the distribution maps used in the pres- ent analysis were accessed from BONAP in 2010. For the purposes of this survey, we defi ned “small-ranged” plant species as those with distributions including 70 or fewer U.S. counties. Although many plant species with small ranges are classifi ed as endan- gered or threatened at the federal or state level, our species selection process did not consider current listed status as a criterion; rather, we consider range size as an impor- tant correlate of future risk in the face of climate change, regardless of species’ current legal status (cf. Harris and Pimm 2008; also see chapter 4, this volume, for a review of population biology and threats to federally listed forest herbs).
For each small-ranged herbaceous species with a distribution centered in eastern North America, we reviewed habitat information to identify those that were associ- ated with deciduous forest habitats using the Flora of North America (Flora of North America editorial committee 1993+) and key regional references (e.g., Radford et al. 1968; Gleason and Cronquist 1991; Yatskievych 1999; Wunderlin and Hansen 2003; Weakley 2011). Species were selected for inclusion if their habitat descriptions included deciduous forest or woodland, or mixed deciduous-coniferous forest (e.g., hardwood-hemlock or oak-pine forest). Species were also included if their habitat was more specialized but still typically situated within a deciduous forest matrix (e.g., shaded ledges, woodland clearings, forest edges, forested seeps and stream banks). A subset of the forest herb species included was also described as occasionally occur- ring outside forest habitats in meadows, open rocky areas, wetlands, or along road- sides. Of note, BONAP distribution data for plant species in Canada are provided at a coarser scale (i.e., province level) than within the U.S. (county level); however, this did not become a signifi cant issue in quantifying species distributions as almost all forest herbs with small ranges were distributed substantially south of the Canadian border.
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6 In total, the criteria outlined above resulted in a set of 189 small-ranged forest herb species native to deciduous forests in eastern North America (appendix 21.1). These species represent taxa from 38 families and 87 genera, with four of these families accounting for ~ 50 percent of the species included: Asteraceae (34 spp., ~ 18 per- cent), Lamiaceae (21 spp., ~ 11 percent), Melanthiaceae (21 spp., ~ 11 percent), and Cyperaceae (20 spp., ~ 11 percent). Notably, representatives of the latter two were drawn almost entirely from Trillium and Carex , with 21 and 18 small-ranged forest species, respectively. Pteridophytes and lycophytes contributed only two small-ranged species to the fi nal analysis ( Botrychium mormo W. H. Wagner and Gymnocarpium appalachianum Pryer), as most ferns and lycophytes associated with forest habitats in eastern North America are relatively widespread.
To provide quantitative estimates of range size and geographic position for the 189 small-ranged forest herbs, the BONAP county-level distribution maps were digi- tized into a geographic information system (GIS). The total range area occupied by each species was calculated as the summation of the areas of all the counties occupied by that species; additionally, a centroid was estimated for each range based on these county-level distributions. Range sizes exhibited a positively skewed distribution, with a median range size of ~ 61,448 km 2 (fi g. 21.1). Minimum range size was ~ 1,600 km 2 for Onosmodium decipiens J. Allison, a narrow endemic native to open woodland and glade habitats on dolomite bedrock in Bibb County, Alabama. Maximum range size was ~ 280,000 km 2 for the relatively more widespread Meehania cordata (Nutt.) Britton, a species native to mountain woods in the mid-Appalachians from western North Carolina to southwestern Pennsylvania. Notably, even the range sizes of the most widespread small-ranged species included in our analysis, such as M. cordata , are still almost an order of magnitude smaller than the ranges of large-ranged forest herbs like Podophyllum peltatum L., Asarum canadense L., or Sanguinaria canadensis L. (estimated range areas ~ 2.3, 2.7, and 3.5 million km 2 , respectively).
40
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FIGURE!21.1 Range sizes of the 189 small-ranged forest herb species included in this study. Range sizes were estimated as the total area of U.S. counties occupied by each species, as determined from Biota of North America Program (BONAP) county-level species distribution maps accessed in 2010. Box plot (top) depicts mean range size (diamond), median range size (vertical line), the 25th and 75th quantiles (outer edges of box), and dashed “whisker” lines mark the range of data beyond these quantiles.
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To assess overall patterns of small-ranged forest herb distribution and diversity in eastern North America, range maps for the 189 species were compiled in a GIS to create a map of small-ranged species richness (no. of small-ranged species per county). The results of this analysis show that the distribution and diversity of small-ranged forest herbs across eastern North America exhibit marked biogeographical patterning, with both pronounced hotspots and coldspots of endemic species richness (fi g. 21.2). At the broadest scale, small-ranged for- est herbs are relatively common in the southeastern U.S. and lower Midwest, but are almost entirely absent from TDF areas north of the Last Glacial Maximum (LGM) in the Northeast, upper Midwest, and adjacent Canada (fi gs. 21.2 and 21.3). Although these northern areas often include well-developed forest herb communities, almost all of the species found north of the LGM have relatively large geographic ranges when compared to the small-ranged for- est herb species that were the focus of this analysis.
Small-Ranged ForestHerb Spp. Richness
1 sp0
2–3 spp4–5 spp6–10 spp11–20 spp21–30 spp31–40 spp41–50 spp51–59 sppLast Glacial MaximumTemp Decid Forest
FIGURE!21.2 Distribution and richness of 189 small-ranged forest herb species in eastern North America relative to the distribution of the Temperate Deciduous Forest biome (TDF; green line) and the Last Glacial Maximum (LGM; blue line). County-level richness of small-ranged forest herbs ranges from a high of 59 species in western North Carolina to a low of zero species recorded across much of the formerly glaciated northern portion of the TDF biome, and some counties in the southeastern U.S. along the Coastal Plain and Mississippi Embayment. Boundaries of TDF biome follow Ricketts et al. (1999); the LGM boundary was derived from state-level surfi cial geology maps.
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8
Among the 189 species included in this analysis, almost all (183 spp., ~ 97 percent) have range centroids situated substantially south of the LGM (mean distance: 438 km ± 224 SD; fi g. 21.3). Of the six species with range centroids falling north of the LGM boundary, only Botrychium mormo (a pteridophyte native to sugar maple forests in northern Minnesota, Wisconsin, and Michigan) has a range situated substantially north of the LGM (centroid located 186 km inside LGM boundary); the remaining fi ve species have ranges that straddle the LGM boundary (centroids < 100 km inside LGM; fi g. 21.3). This pattern of low richness of endemic forest herbs in formerly glaciated regions emerged despite the large spatial extent of the TDF biome in areas north of the LGM. In fact, portions of the TDF biome extend 800–900 km north of the LGM into Canada, but no small-ranged species distributions approached this limit. In contrast, some areas along the southern margins of the TDF biome, lying 800–1,200 km south of the LGM, have high concentrations of small-ranged forest herb species (fi g. 21.2). Indeed, 16 of the small-ranged species (~ 8 percent) included in this analysis have range centroids located on or outside of the southern boundary of the TDF biome; these outlying species tend to be associated with patches of TDF-like habitat in cooler and more mesic sites on the coastal plain in the southeastern U.S., such as north-facing slopes or bluffs along rivers.
In contrast to the general absence of small-ranged forest herbs from most north- ern portions of the TDF biome, the southeastern U.S. and lower Midwest include sev- eral geographically distinctive hotspots of small-ranged forest herb diversity, as well as a more heterogeneous background pattern of low to moderate levels of endemism across much of the region (fi g. 21.2). Although the criteria for defi ning and delineating hotspots can be somewhat subjective when confronted with the complex diversity pat- terns evident in our results, we focus here on three prominent areas that stand out due to their geographic distinctiveness and relatively high diversity of small-ranged forest
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FIGURE!21.3 Range centroid distances to the LGM boundary for 189 small-ranged forest herb species in eastern North America. Positive values indicate range centroids that are situated south of the LGM, outside formerly glaciated regions; negative values indicate centroids located north of the LGM, within formerly glaciated regions; the LGM boundary is set to 0 on the distance axis. The mean distance from range centroids north to the LGM was 438 km (± 224 SD). The distance axis extends to –800 km, or 800 km north of the LGM, as the TDF biome extends northward into areas of Canada ~ 800–900 km north of the LGM; however, no small-ranged species centroids are located further than 186 km north of the LGM (i.e., –186 km on x axis in this fi gure). In contrast, the centroids of 16 small-ranged forest herb species are found near or beyond the southern boundaries of the TDF biome in the southeastern U.S., ~ 800–1,200 km south of the LGM.
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herbs: the Southern Appalachians , the Apalachicola River region in the Florida panhandle and adjacent Georgia, and the Interior Highlands of Arkansas and Missouri (fi g. 21.2).
The Southern Appalachian Hotspot
Previous studies have highlighted the southern Appalachian Mountains as a major cen- ter of plant diversity and endemism in eastern North America (e.g., Stein et al. 2000; Estill and Cruzan 2001). This trend clearly holds for small-ranged forest herbs, with counties in western North Carolina, eastern Tennessee, southwestern Virginia, and extreme northern Georgia and western South Carolina including the highest richness of small-ranged forest herbs anywhere in eastern North America (peaking at 59 species with overlapping distributions in western North Carolina; fi g. 21.2). In total, 119 of the 189 small-ranged species (63 percent) reviewed in this survey have distributions that overlap the Southern Appalachian hotspot; among these 119 species, 18 have ranges that are entirely restricted to this region (i.e., 15 percent of the species occurring in the hotspot). For example, Diphylleia cymosa Michx. is found only in cool, mesic forests at high elevations in the southern Appalachian Mountains, while Shortia galacifolia Torr. & A. Gray is a well-known narrow endemic native to just six counties in the region (Weakley 2011). The spatial extent of this hotspot also seems remarkable: Beyond the core area of high diversity and endemism in the southern Appalachian Mountains of western North Carolina, a broader zone of high diversity extends along most of the mid- to southern Appalachian Mountains, from West Virginia and western Virginia, south to the southern edges of the Appalachian Plateau in northeastern Alabama (fi g. 21.2).
The Apalachicola River Hotspot
The Apalachicola River area of the Florida panhandle and adjacent southeastern Alabama and southwestern Georgia is the region with the next highest richness of small-ranged forest herbs, peaking at 21 species with overlapping distributions in both Gadsden County, Florida, and Decatur County, Georgia. Overall, 29 small-ranged for- est herb species have distributions that include counties in and around the Apalachicola River area. Importantly though, this hotspot is comprised primarily of species for which the Apalachicola River area represents a southernmost extension or disjunct station in geographic ranges that also include counties farther to the north in central Alabama, the southern Appalachian Mountains, or the adjacent Piedmont. Of the 29 small-ranged forest herbs in this area, only two (7 percent) are narrow endemics restricted entirely to the Apalachicola River hotspot ( Carex thornei Naczi and Liatris gholsonii L. C. Anderson); one additional species, Matelea alabamensis (Vail) Woodson, occurs in this area, as well as in one county in eastern Georgia. Notably though, the Apalachicola River hotspot does also include several narrow endemics in its woody fl ora, such as Magnolia ashei Weatherby, Taxus fl oridana Nuttall ex Chapman, and Torreya taxifolia Arnott.
The Interior Highlands Hotspot
The Interior Highlands hotspot, including parts of the Ouachita Mountains and Ozark Plateau in Arkansas, Missouri, and extreme eastern Oklahoma, has received consider- ably less attention in the botanical and ecological literature on forest plant diversity
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0 than areas further to the east; however, it stands out in this analysis as a key hotspot of small-ranged forest herb diversity, with 28 species co-occurring in the region. Although characterized by a slightly lower peak of small-ranged forest herb richness (19 species in Montgomery County, Arkansas) than the Apalachicola River hotspot, it is nonetheless a distinct and important area. First, it is geographically and physiographi- cally isolated from the other major hotspots of forest herb diversity in eastern North America. Second, narrow endemics comprise a substantially larger component of the regional fl ora than in the other two hotspot regions: Seven of the 28 small-ranged spe- cies (25 percent) associated with the Interior Highlands hotspot are narrow endemics restricted to just this region. These include species such as Carex latebracteata Waterfall, Delphinium newtonianum D. M. Moore, and Solidago ouachitensis C. E. S. Taylor & R. J. Taylor, as well as recently described forest herb species such as Hydrophyllum brownei Kral & V. M. Bates (Kral and Bates 1991), Polymnia cossatotensis Pittman & V. M. Bates (Pittman and Bates 1989), and Stachys iltisii J. Nelson (Nelson 2008).
Secondary Hotspots
In addition to the three geographically distinctive hotspots described above, a number of secondary hotspots with lower peaks of diversity (e.g., 10–15 overlap- ping distributions) are also apparent in other parts of the southeastern U.S. and lower Midwest. Among these, an area around Tuscaloosa County in central-western Alabama emerges as a hotspot for regional and local endemics that is distinct from the Southern Appalachian hotspot to the northeast. Further to the east, in the Piedmont region, several South Carolina counties along the upper Savannah River watershed also exhibit relatively high densities of small-ranged forest herbs, includ- ing some narrow endemics, like Trillium discolor Wray ex Hook. and T. persistens Duncan. Further to the north, a number of small-ranged forest herb species have ranges centered along the Ohio River Valley in southern Ohio, Indiana, Illinois, and adjacent northern Kentucky (e.g., Oxalis illinoiensis Schwegm., Penstemon deamii Pennell). Finally, two coastal plain counties, Pender County, North Carolina, and Berkeley County, South Carolina, also stand out as areas with relatively high num- bers of small-ranged forest herbs.
Trends in Range!Size
In addition to overall patterns in the distribution and diversity of small-ranged forest herbs, we also analyzed correlations between range size and three geographical and historical factors: range centroid longitude, centroid latitude, and centroid distance to the LGM boundary. Among the 189 species, no trend in range size relative to longi- tude was apparent, despite expectations that decreased rainfall and water availability to the west in our study area might infl uence range size for forest herbs (fi g. 21.4a, p > 0.05). In contrast, a highly signifi cant positive correlation was apparent between range size and latitude (fi g. 21.4b; F 1 ,187 = 11.5, p = 0.0009, R 2 = 0.06). This corre- lation is consistent with the commonly observed biogeographic trend of increasing range size with increasing latitude, often referred to as Rapoport’s Rule (Lomolino et al. 2006). Although a number of hypotheses have been advanced to explain this pat- tern (e.g., increases in species niche breadths with latitude; Stevens 1989), the relatively
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abrupt truncation in the distribution and richness of small-ranged species near the LGM boundary, rather than a more continuous decline tracking latitude north of the LGM, suggests an important historical component to the pattern in our study area (cf. Cowling and Samways 1994; Dynesius and Jansson 2000; Jansson 2003). Consistent with this possibility, the trend in range size is fi t more closely by a regression in range centroid distance to the LGM boundary (F 1,187 = 14.0, p = 0.0002, R 2 = 0.07; fi g. 21.4c), an analysis that takes into account the irregular border and major southward lobes of
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FIGURE!21.4 Correlations between natural log-transformed range size and species’ range centroid longitude (panel A), latitude (B), and distance to the LGM boundary (C) for 189 small-ranged forest herbs in eastern North America. Among the small-ranged forest herbs included in this study, range size varied from ~ 1,600 km 2 to ~ 280,000 km 2 . The p -values and R 2 indicated in each panel are derived from simple linear regression; the associated F statistics are as follows: F 1 ,187 = 0.1 for panel A; 11.5 for B; 14.0 for C.
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2 the last glacial advance (fi g. 21.2). Overall, these results show that the range sizes of small-ranged forest herbs tend to increase toward the LGM, even while very few of these species have distributions that actually extend north of this boundary.
FROM PATTERN TO PROCESS:!INSIGHTS INTO THREATS POSED BY MODERN CLIMATE!CHANGE
The absence of small-ranged forest herbs from most formerly glaciated portions of eastern North America is consistent with observations on patterns of endemism in other areas of the Northern Hemisphere and suggests that past climate change and gla- ciation have had a major effect on the distributions of endemic species (Cowling and Samways 1994; Dynesius and Jansson 2000; Jansson 2003; Finnie et al. 2007; Sandel et al. 2011). Similarly, the concentration of many small-ranged species in distinct hotspots of endemism far to the south of the LGM, as seen in the results of this sur- vey, has frequently been taken as indirect evidence for the locations of Pleistocene-era glacial refugia (Estill and Cruzan 2001; Médail and Diadema 2009). Such hotspots are thought to have developed when the ranges of temperate zone species contracted south to small areas of suitable habitat during the LGM (Estill and Cruzan 2001; Svenning and Skov 2007a). With the amelioration of climate in the late Pleistocene and early Holocene eras, the distributions of many temperate plant species expanded out of these southern areas (Davis 1983; Prentice et al. 1991; Cain et al. 1998; Williams et al. 2004), but the ranges of a subset of forest plant species appear to have remained restricted to regions in or around these former glacial refugia (Svenning and Skov 2007a).
All three of the major hotspots identifi ed in this study correspond to areas previ- ously suggested as important Pleistocene-era refugia in eastern North America. For example, the Apalachicola River area has long been hypothesized as a glacial refugium (Thorne 1949; Estill and Cruzan 2001). Similarly, increasing population genetic evi- dence points to the southern Appalachian Mountains as an area where populations of some temperate forest plant species may have persisted during the LGM (McLachlan et al. 2005; Gonzales et al. 2008). The Interior Highlands hotspot identifi ed in this study has also been described as a Pleistocene-era refugium (Ricketts et al. 1999), although most recent research has focused on biogeographic and phylogeographic evi- dence from animal species native to the region (e.g., Carlton and Robison 1998; Near et al. 2001). One notable exception to this pattern of correspondence between putative glacial refugia and small-ranged forest herb diversity hotspots is seen in the Lower Mississippi River Valley: This region has frequently been mentioned as a likely refu- gium for temperate forest species (e.g., Delcourt and Delcourt 1975; Cain et al. 1998; Jackson et al. 2000), but exhibits low diversity of small-ranged forest herbs (fi g. 21.2).
It is also clear from the results of this study that not all small-ranged forest herbs are restricted exclusively to the limited number of hotspots described above. Indeed, the low-to-moderate levels of small-ranged forest herb diversity apparent across much of the southeastern U.S. and lower Midwest are surprising, particularly when contrasted to the absence of small-ranged forest herbs from most areas north of the LGM (fi gs. 21.2 and 21.3). This pattern may be suggestive of several interesting processes bearing on post-glacial migration rates and so-called cryptic refugia. First, at the broadest geo- graphic scale, it is apparent that very few small-ranged forest herbs have substantially
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expanded or shifted their distributions into formerly glaciated regions in the north; only six of the 189 species (3 percent) included in this analysis had range centroids situated north of the LGM, and most species range centroids were situated substan- tially south of this boundary (mean distance to LGM = 438 km; fi g. 21.3). This pat- tern emerges despite nearly ~ 15,000 years since widespread deglaciation and seems to stand in marked contrast to the relatively rapid northward range expansion inferred for other temperate forest plant species (e.g., Cain et al. 1998; Clark 1998; Williams et al. 2004).
In particular, the dispersal and range dynamics suggested by the results of the pres- ent survey appear to diverge most strikingly from conclusions drawn by Cain et al. (1998) regarding forest herb migration in response to climate change. Cain et al. (1998) reviewed literature on the dispersal ability of 28 forest herbs and highlighted the mis- match between the limited seed dispersal distances reported in the fi eld for these spe- cies and the substantial distances many must have migrated during the Holocene to reach current range boundaries in the north. Based on these discrepancies, Cain et al. (1998) concluded that rare long-distance dispersal events likely enable rapid migra- tion and range shifts in forest herbs (cf. Clark 1998), even for species that otherwise appear to be severely dispersal-limited based on fi eld observations (e.g., Matlack 1994). Notably though, almost all of the forest herbs considered by Cain et al. (1998) were common large-ranged species with distributions extending well into formerly glaciated regions (e.g., Asarum canadense , Sanguinaria canadensis , Geranium macu- latum L.). Rare long-distance dispersal events clearly need to be invoked to account for the distribution patterns seen among these wide-ranging species, and subsequent studies have documented potential mechanisms (e.g., Trillium seeds dispersed by deer; Vellend et al. 2003). However, in contrast to the species considered by Cain et al. (1998), the present study focused on small-ranged endemics, a group that has typically been overlooked in the plant dispersal and paleoecological literature, even though it is among such species where long-term dispersal limitation of range size is a reasonable hypothesis (Skov and Svenning 2004; Van der Veken et al. 2007a).
Prior studies have linked small range size in forest herbs to biological and ecological traits like limited seed production and dispersal ability (Van der Veken et al. 2007a). We have not formally reviewed the life history traits of the 189 species included in the pres- ent study, as little published data is available on these relatively rare, range-restricted species. However, it is striking that a large number of these forest herbs come from families or genera known to include species with limited dispersal ability (e.g., species with ant-dispersed seed or no obvious mechanism of dispersal: Carex spp., Hexastylis spp., Trillium spp., various Lamiaceae and Ranunculaceae spp.). Similarly, the pres- ence of only two ferns and lycophytes (i.e., taxa that typically produce large quantities of wind-dispersed spores) in the set of small-ranged species identifi ed for the analy- sis seems telling. In contrast, the large number of small-ranged Asteraceae (34 spp.), a family often characterized by wind-dispersed propagules, was surprising. Clearly, further research on the trait characteristics of these small-ranged species is needed, especially in a comparative phylogenetic context including wide-ranging congeners or confamilials (cf. Lavergne et al. 2004; Van der Veken et al. 2007a).
The second pattern evident in our results with implications for estimating migra- tion capacity of forest herbs was the close proximity of some small-ranged species distributions to the LGM boundary. Specifi cally, 43 of the small-ranged forest herbs (23 percent of total) had range centroids d 300 km from the LGM, well outside the
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4 major hotspots identifi ed in the southeastern U.S. (fi g. 21.3). This pattern may suggest that the geographic ranges of this subset of species have shifted or expanded substan- tially northward during the Holocene Epoch, a dynamic that would be consistent with the larger range size exhibited by species distributed closer to the LGM (fi g. 21.4). However, this fi nding may also indicate that some small-ranged forest herbs persisted through the LGM in cryptic northern refugia, outside the areas traditionally cited as major glacial refugia in the southeastern U.S. (e.g., the Gulf Coast and the lower Mississippi River Valley; Delcourt and Delcourt 1975, 1987; Davis 1983).
Increasing genetic evidence points to the existence of such cryptic northern refugia during the LGM, as recent phylogeographic studies have documented unique haplo- types in temperate forest plant populations well to the north of the Gulf Coast and the lower Mississippi River Valley (McLachlan et al. 2005; Hu et al. 2009). These divergent genetic lineages are believed to represent the descendants of populations that were isolated in distinct glacial refugia during the LGM or earlier glacial maxima (Gonzales et al. 2008). For example, Gonzales et al. (2008) documented Trillium cuneatum Raf. haplotypes in areas of Kentucky and Tennessee, as well as in the southern Appalachians, that were divergent relative to those seen farther south in the species’ range. Similar associations between unique haplotypes and the southern Appalachian Mountains have been detected for Acer rubrum L. and Fagus grandifolia Ehrh. (McLachlan et al. 2005). More strikingly, Beatty and Provan (2011) presented genetic evidence of a gla- cial refugium for Monotropa hypopitys L. in the unglaciated “Driftless Area” of south- western Wisconsin and southeastern Minnesota, a region that also emerged in our analysis as a northern area with a relatively high richness of small-ranged forest herbs (fi g. 21.2).
The northern refugia inferred from these genetic data are referred to as “cryp- tic” in that paleoecological studies focused on the pollen record have generally not detected the presence of TDF plant species in these areas during the LGM, likely due to small population sizes, low density, and isolation (McLachlan et al. 2005; Beatty and Provan 2011). Regardless, most forest herbs are missing from the pol- len record because they produce only limited quantities of insect-dispersed pollen, as compared to the more abundant wind-dispersed pollen of many trees, grasses, and sedges. As such, prior to these recent genetic studies, forest herbs have largely been invisible to paleoecological studies based on the pollen record, and their range dynamics were typically extrapolated from those of better-documented TDF tree species (e.g., Cain et al. 1998).
The new evidence for cryptic northern refugia during the LGM may have signifi - cant implications for estimates of post-glacial migration rates (McLachlan et al. 2005). Specifi cally, the persistence of temperate forest plant populations within a few 100 km of the LGM boundary would imply that post-glacial migration rates may have been substantially lower than what has previously been inferred based on models assuming long-distance dispersal from the Gulf Coast or lower Mississippi River Valley (e.g., Cain et al. 1998; Clark 1998; see also MacLachlan et al. 2005). As such, the high migra- tion potential originally estimated for many forest plant species based on the pollen record is now being reevaluated, with critical implications for how rapidly species can be expected to migrate in response to modern climate change (McLachlan et al. 2005). Indeed, some studies have projected that plant migration rates will need to approach 1,000 m/yr or more to keep pace with modern climate change, but even the fastest
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migrations of the late Pleistocene and early Holocene now appear to have been on the order of 100 m/year or less (McLachlan et al. 2005; Petit et al. 2008).
CONSERVATION IMPLICATIONS
Although the co-occurrence of many small-ranged forest herbs in regional hotspots in the southeastern U.S. would likely facilitate conservation planning under more sta- ble climatic conditions, the rapid climate change projected for coming decades may substantially complicate this goal. In particular, because hotspots of endemism and diversity tend to be localized to southern areas where TDF species survived climatic cooling in the past, their ranges may now be poorly positioned to withstand future climatic warming (Delcourt 2002; Hampe and Petit 2005; Wilson et al. 2005; Ashcroft 2010). Consistent with this prediction, relict populations of a number of boreal and TDF plant species already exhibit limited or failing recruitment at their southern range edges in Europe (e.g., García et al. 1999; Hampe and Arroyo 2002; Mejías et al. 2002, 2007; Castro et al. 2004; Beatty et al. 2008). In eastern North America, few studies have focused on the population dynamics of small-ranged forest plants at the southern margins of the TDF biome, but some researchers have suggested that the severe decline of one narrow endemic, Torreya taxifolia , native to the Apalachicola River hotspot, may be linked in part to climate change (Barlow and Martin 2004; Schwartz 2004).
Interestingly, there is evidence that hotspots of endemism tend to occur in areas that have historically permitted some resilience to climate change (Jansson 2003; Ashcroft 2010; Sandel et al. 2011). For example, regions with substantial topographic heterogeneity may allow species to survive via local elevational shifts rather than large-scale migration; similarly, the presence of microhabitats that may moderate climatic stress, such as mesic sites, river valleys, and north-facing slopes, may allow for local persistence despite changing climate (Jansson 2003; Ashcroft 2010; Sandel et al. 2011). Consequently, it is possible that the hotspots and small-ranged species identifi ed in this analysis may be associated with areas that exhibit some resilience to near-term climate change; however, the magnitude of modern climate change may eventually overwhelm such environmental buffering. In this context, small-ranged forest herbs native to areas with limited topographic heterogeneity (e.g., Gulf Coastal Plain, portions of midwestern U.S.) may be at increased risk relative to those in moun- tainous areas, as successful tracking of climate envelopes for the former species will likely require larger latitudinal displacement of ranges (cf. Sandel et al. 2011). At the other extreme, small-ranged species linked to high elevation habitats in the southern Appalachian Mountains may also face severe habitat loss due to upward elevational shifts in regional climate zones, with the potential for some habitats to disappear entirely off the tops of southern mountains (i.e., the so-called escalator effect; see also Delcourt and Delcourt 1998).
In the face of such climate-driven threats, conservationists have traditionally stressed the importance of habitat corridors and landscape connectivity to facilitate natural dispersal and range shifts (Hunter et al. 1988; Hannah et al. 2002; Hunter 2007). Unfortunately, this approach may prove ineffectual for species that are severely dispersal-limited, or for those whose present ranges and potential future habitat are separated by large expanses of unsuitable habitat (Thomas et al. 2004; Thomas 2011; chapter 4, this volume). Given these challenges, some researchers have begun to
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6 consider the potential for assisted colonization or managed relocation to avoid spe- cies extinctions due to rapid climate change (Barlow and Martin 2004; McLachlan et al. 2007; Hoegh-Guldberg et al. 2008; Thomas 2011). Assisted colonization proposes intentionally translocating species to regions where they have not occurred histori- cally, but where they are expected to survive as self-sustaining, naturalized populations as climate changes in the future (McLachlan et al. 2007; Hoegh-Guldberg et al. 2008; Thomas 2011). This unconventional approach to ex situ conservation may be neces- sary for the long-term preservation of some species, as reintroduction into climatically compromised former ranges may be impossible, and the indefi nite maintenance of species (and the genetic diversity within them) in botanic gardens and arboreta may be impractical (MacLachlan et al. 2007; Oldfi eld 2009; Thomas 2011). Long-term seed storage in seed banks (e.g., via cryopreservation) also offers some potential to preserve rare and climate-threatened species (Li and Pritchard 2009), but using this technique alone might consign species to extinction in the wild and reduce the potential for future adaptive evolution in response to climate change (Davis et al. 2005).
Nevertheless, the possibility of assisted colonization has sparked vigorous debate among ecologists and conservationists, particularly regarding the potential for inva- siveness among translocated species (e.g., Mueller and Hellmann 2008; Ricciardi and Simberloff 2009; Minteer and Collins 2010). However, to date, most discussions of assisted colonization have been largely hypothetical in nature or illustrated with a range of extreme examples drawn from around the globe; as such, these discussions have tended to lack clear grounding in the ecology, biogeographic history, and likely candidate species of any particular region or biome. In the fi nal sections of this chap- ter, we discuss assisted colonization as a potential conservation tool for small-ranged forest herbs that may be threatened by modern climate change.
WOULD ASSISTED COLONIZATION OF SMALL-RANGED FOREST HERBS BE FEASIBLE?
Even if evidence indicated the climate-driven decline of a small-ranged forest herb, what is the likelihood that self-sustaining populations of such a species could be successfully established beyond its current range boundaries? Most species distribution models in ecology, biogeography, and paleoecology are premised on the assumption that contem- porary range edges represent a dynamic equilibrium between environmental condi- tions, principally climate, and population growth rates (Webb 1986; Woodward 1987; Gaston 2003). Similarly, evolutionary theory on species’ ranges typically assumes that range margins are in equilibrium with current environments in order to examine the role of various evolutionary forces in limiting adaptation (e.g., Kirkpatrick and Barton 1997; Holt 2003; Case et al. 2005; Holt and Barfi eld 2011). Overall, these “equilibrial” range models would typically predict that species translocated beyond their range edges would likely fail to establish populations due to abiotic or biotic limits. Even with anthropogenic climate change, equilibrial range models would tend to suggest that shifts in the distribution of suitable habitat might occur only incrementally, limiting the potential for the types of large-scale translocations envisioned to ensure long-term species survival under new climatic regimes (Thomas 2011).
However, the applicability of equilibrial range models to small-ranged TDF plant species appears increasingly tenuous (e.g., Svenning and Skov 2004, 2007a,b; Schwartz
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et al. 2006; Van der Veken et al. 2007a). Specifi cally, for plant species with signifi cant dispersal limitation, current range boundaries might not refl ect fi xed limits deter- mined by environmental factors, but rather slow-moving colonization fronts infl u- enced largely by species’ dispersal rates, time since amelioration of past climatic stress, and the geographic locations of former refugia (Holt et al. 2005; Svenning and Skov 2007a,b; Bellemare 2010). Although the potential for long-term dispersal limitation of geographic ranges is not widely acknowledged by paleoecologists (e.g., Webb 1986; Prentice et al. 1991; Williams et al. 2001; but see Davis 1986), empirical evidence for this type of range “disequilibrium” (sensu Davis 1986) is increasing among TDF plant species (e.g., Holland 1980; Skov and Svenning 2004; Svenning and Skov 2004; Van der Veken et al. 2007b; Bellemare 2010). For example, Bellemare (2010) found that seeds of the ant-dispersed forest herb Jeffersonia diphylla (L.) Pers. germinated and success- fully established over a fi ve-year period in forest habitats 200 km beyond the species’ natural range edge in the northeastern U.S. Similarly, Van der Veken et al. (2007b) presented data on an extra-range transplant experiment initiated almost 50 years ear- lier that showed long-term survival and expansion of Hyacinthoides non-scripta (L.) Chouard ex Rothm. populations in areas up to ~ 100 km beyond its natural range edge in northwestern Europe. These empirical studies suggest that the extent of potentially suitable habitat for many dispersal-limited forest herbs may greatly exceed the area actually occupied (cf. Skov and Svenning 2004). Consequently, assisted colonization efforts for such species might be feasible over substantially greater spatial scales than would be predicted by standard equilibrial range models.
Other sources of information on plant species’ climatic tolerances and the potential geographic scale of assisted colonization efforts are the many accidental or unplanned “experiments” evident in horticulture, where the climatic limits on numerous native plant species’ distributions are routinely tested (Van der Veken et al. 2008; Sax et al. 2013). In particular, the horticultural trade includes numerous small-ranged forest species that are commonly grown many 100s to 1,000 km or more north of their natu- ral ranges in eastern North America (Dirr 1998; Cullina 2000, 2002; Sax et al. 2013). Similarly, a review by Van der Veken et al. (2008) found that native plants were grown, on average, ~ 1,000 km north of their natural range edges in the horticultural trade in Europe. Although horticultural observations do not provide reliable information on the role that biotic factors (e.g., competitors, pollinators, pathogens, herbivores) might play in limiting the distributions of small-ranged plant species in the wild, they do demonstrate that climate per se is not limiting for many range-restricted species.
Even more strikingly, numerous incidences of small-ranged forest plant species escaping from horticulture and naturalizing in forest communities well beyond their range limits have been documented (Gleason and Cronquist 1991; Skov and Svenning 2004; Kartesz 2010). In Europe, a number of plant species endemic to areas around Pleistocene-era glacial refugia in southern and south-central Europe have been observed to readily naturalize in TDF forests of northwestern Europe (e.g., Aesculus hippocastanum L., Aruncus dioicus (Walter) Fernald, Eranthis hyemalis (L.) Salisb., Lilium martagon L., Rhododendron ponticum L.; Lid and Lid 1994; Stace 1997; Skov and Svenning 2004). Although such patterns have not been as extensively documented for forest plants in eastern North America, notable cases of small-ranged forest herbs and woody species naturalizing in areas far to the north of their natural ranges have been observed (e.g., Aristolochia macrophylla Lam., Catalpa bignonioides Walter, Dicentra eximia (Ker. Gawl.) Torr., Leucothoe fontanesiana (Steud.) Sleumer, Torreya
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8 taxifolia , Trillium luteum (Muhl.) Harbison; Gleason and Cronquist 1991; Case and Case 1997; Barlow and Martin 2004; Kartesz 2010). These various lines of evidence suggest that large-scale dispersal limitation may be a relatively common phenomenon among small-ranged TDF plants and, as a result, assisted colonization could be both a necessary and effective conservation strategy for some species.
OPEN QUESTIONS AND RESEARCH OPPORTUNITIES
It is evident that considerable research is still needed to better understand the magni- tude of threat posed by modern climate change to forest herb biodiversity. Likewise, unconventional responses to these new conservation challenges, such as assisted colo- nization, will require substantial investigation before they should be considered for implementation (McLachlan et al. 2007; Minteer and Collins 2010; Sax et al. 2013). Here we outline what we see as some of the key open questions relating to small-ranged forest herbs, rapid climate change, and conservation.
First and foremost, a major research effort is needed to document and monitor existing populations of small-ranged TDF plant species in order to establish a base- line against which future population dynamics could be gauged. Because any attempts at intervention and translocation should be limited to species demonstrating clear evidence of climate-driven decline, basic descriptive research is needed on substan- tial numbers of plant species (e.g., species listed in appendix 21.1, as well as numer- ous woody TDF endemics). We are not aware of any demographic studies of forest herb populations, small-ranged species or otherwise, that have demonstrated declin- ing population growth rates (i.e., λ < 1) at southern range margins in eastern North America, even though the biogeographic patterns detected in this and other studies suggest that such declines may be likely. Because these studies would be technically simple to conduct, albeit time-consuming, they could potentially be run simultane- ously on multiple small-ranged TDF species to determine which, if any, should be considered as candidates for management, translocation, or other ex situ conservation options.
Second, in contrast to fi eld-based demographic studies, molecular population genetic studies provide an opportunity to examine evidence of population dynamics across geographic ranges over substantially longer time scales (e.g., 100s–1,000s of years; reviewed in Moeller et al. 2011). If populations have expanded at northern range margins, but declined at southern range margins, these contrasting demographic his- tories should leave distinct signatures in samples of DNA sequences drawn from these populations. Although some forest plants have been the focus of phylogeographic studies using cpDNA haplotypes and population genetic studies focused on allozyme diversity (e.g., Griffi n and Barrett 2004; MacLachlan et al. 2005; Gonzales et al. 2008), large datasets on nuclear DNA would be a substantially more powerful tool for uncov- ering demographic history. We are not aware of any studies that have yet used this approach to test hypotheses about demographic history in forest herbs.
Third, given that most analyses projecting plant species’ responses to future cli- mate change are based on models presuming distributional equilibrium with current climate (Huntley et al. 1995; Guisan and Thuiller 2005; Schwartz et al. 2006), there is a great need for more experimental research to directly test this assumption in forest herbs. Most notably, such efforts might include experimental seed-sowing within and
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beyond current range boundaries to assess plant performance and its relationship to environmental factors (e.g., Eckhart et al. 2004; Angert and Schemske 2005; Geber and Eckhart 2005; Griffi th and Watson 2006; Van der Veken et al. 2007b; Bellemare 2010). Although northern range edges are a clear target for this type of investigation in light of the probable direction of future migration or assisted colonization efforts, there is also a signifi cant need for further insight to the nature of species’ southern, warm-margin distribution limits. If, as predicted by some ecological theory (MacArthur 1972), warm-margin range edges are determined primarily by biotic factors (e.g., competi- tion, herbivory), rather than climate, there may actually be limited response to moder- ate levels of climate change, or species responses could be confounded or accelerated by complex biotic interactions (Van der Putten et al. 2010).
Fourth, whether forest herbs migrate naturally in response to climate change or threatened species are moved intentionally via assisted colonization, many forest plant communities will be colonized by new species in coming decades. Such intraconti- nental movements have received relatively little attention in the invasion biology lit- erature, which has been focused primarily on invaders of intercontinental origin (e.g., Mack et al. 2000; chapter 12, this volume). It is not yet clear if intra- versus intercon- tinental invasions are directly comparable, but some evidence indicates that intracon- tinental movement of plants does not commonly lead to invasive behavior (Mueller and Hellman 2008; Simberloff et al. 2012). This difference might be due to a range of factors, for example, escape from natural enemies (e.g., pathogens, herbivores) is a key factor that has been linked to invasiveness among intercontinental exotics (Mitchell and Power 2003; Carpenter and Cappuccino 2005), but this ecological phenomenon may be less likely with intracontinental movements. An important focus for the types of forest herb seed-sowing experiments described above will be documentation of such biotic interactions within and beyond species’ natural range limits. Insight into these biotic dynamics will be key to predicting species’ migration potentials and evalu- ating risks associated with assisted colonization.
Finally, it has become clear that historical post-glacial range expansion has involved evolutionary change, not simply migration (Davis and Shaw 2001; Davis et al. 2005), and that populations migrating in response to modern climate change will likely expe- rience natural selection on ecologically important traits (Geber and Dawson 1993; Etterson and Shaw 2001; Davis et al. 2005). For example, northward migration will involve substantial shifts in photoperiod (an important cue for development, dor- mancy, and fl owering in many species), even if migrating populations were to per- fectly track a particular set of climatic factors. It is important, then, to understand what genetic variation is currently harbored within and among populations in species’ native ranges and how different genotypes may perform in novel northern environ- ments. Identifying such genetic variation (e.g., through common garden experiments; cf. Fournier-Level et al. 2011) may be key to designing successful conservation efforts and preserving valuable intra-specifi c diversity in the future (Hampe and Petit 2005; McLachlan et al. 2007).
SUMMARY
Research increasingly indicates that dispersal limitation may be a major factor control- ling the geographic distribution of numerous forest plant species and that the current distributions of many range-restricted species may still be strongly infl uenced by past
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0 episodes of climate change. The biogeographic patterns emerging from our survey of small-ranged forest herbs are highly consistent with this possibility, suggesting that many endemic species have exhibited relatively limited migration and range expansion during the Holocene. As many of these endemic species would be predicted a priori to be at increased risk from modern climate change due to small range size, the added challenge of long-term, large-scale dispersal limitation may signifi cantly compound this risk (Thomas et al. 2004). Given these fi ndings, modern climate change is likely to be a signifi cant threat to forest herb biodiversity, and unconventional conservation options, like assisted colonization, may need to be considered for some particularly vulnerable forest herb species.
ACKNOWLEDGMENTS
Numerous colleagues provided valuable comments on earlier versions of this man- uscript, including Monica Geber, Anurag Agrawal, Jens-Christian Svenning, Peter Marks, Paul Somers, Mark Vellend, Martin Hermy, and Kris Verheyen. The biogeo- graphic analysis presented here would not have been possible without the detailed plant distribution data compiled through the efforts of the Biota of North America Program (BONAP) and John Kartesz. Valuable assistance with the GIS components of this project was provided by Lilly Dalton and Jon Caris in the Smith College Spatial Analysis Lab.
APPENDIX! 21.1
Range area, range centroid latitude and longitude, and habitat for 189 small-ranged forest herbs associated with Temperate Deciduous Forest in eastern North America. Nomenclature follows Kartesz (2010). Range statistics were derived from county-level distribution maps developed for each species by Kartesz (2010) and the Biota of North America Program (BONAP; see www.bonap.org). Habitat information was drawn from the Flora of North America for species covered by published volumes and from various regional sources (e.g., Radford et al. 1968; Gleason and Cronquist 1991; Case and Case 1997; Yatskievych 1999; Wunderlin and Hansen 2003; Weakley 2011).
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Spec
ies
Fam
ily
Ran
ge A
rea
(km
2 )
Ran
ge C
entr
oid
Lati
tude
(º)
Ran
ge C
entr
oid
Long
itud
e (º
)
Hab
itat
Des
crip
tion
Aco
nitu
m r
eclin
atum
A. G
ray
Ran
uncu
lace
ae
4368
1 37
.736
80
.554
R
ich
cove
fore
sts,
see
ps &
sha
ded
ravi
nes,
mtn
woo
ds
Aco
nitu
m u
ncin
atum
L.
Ran
uncu
lace
ae
1673
49
37.0
11
81.4
22
Mes
ic w
oods
, see
ps &
cle
arin
gs
Act
aea
podo
carp
a D
C
Ran
uncu
lace
ae
1077
68
37.6
49
81.1
76
Moi
st, r
ich
woo
ded
slop
es &
cov
es
Act
aea
rubi
folia
(K
earn
ey)
Kar
tesz
Ran
uncu
lace
ae
3806
3 36
.564
85
.945
R
ich
cove
fore
sts
over
cal
care
ous
bedr
ock
Age
rati
na lu
ciae
-bra
unia
e
(Fer
nald
) K
ing
& H
. Rob
.
Ast
erac
eae
1184
0 36
.728
84
.539
Sh
aded
wet
ledg
es, s
ands
tone
clif
fs, “
rock
hous
es”
Ane
mon
e la
ncifo
lia P
ursh
R
anun
cula
ceae
16
4761
36
.171
80
.675
D
amp
rich
woo
ds
Api
os p
rice
ana
B.L
. Rob
. Fa
bace
ae
4816
7 35
.295
87
.156
R
ocky
lim
esto
ne w
oods
Ast
ilbe
bite
rnat
a (V
ent.)
Bri
tton
Sa
xifr
agac
eae
9034
9 35
.968
83
.680
R
ich
woo
ds, n
orth
-fac
ing
bank
s &
see
ps
Boe
cher
a pe
rste
llata
(E.
L. B
raun
)
Al-
Sheh
baz
Bra
ssic
acea
e 67
67
36.8
55
85.9
85
Cal
care
ous
bluf
fs, w
oode
d hi
llsid
es
Bot
rych
ium
mor
mo
W.H
. Wag
ner
Oph
iogl
ossa
ceae
13
0069
46
.635
91
.286
R
ich
bass
woo
d &
sug
ar m
aple
fore
st
Boy
kini
a ac
onit
ifolia
Nut
tall
Saxi
frag
acea
e 71
430
36.2
56
83.2
96
Moi
st w
oodl
and,
wat
er e
dges
Car
dam
ine
fl age
llife
ra
O.E
. Sch
ulz
Bra
ssic
acea
e 29
109
35.8
52
82.7
36
Moi
st w
oode
d sl
opes
, rav
ines
, see
ps
Car
dam
ine
mic
rant
hera
Rol
lins
Bra
ssic
acea
e 37
70
36.4
12
80.2
39
Moi
st w
oods
, alo
ng s
trea
ms
& s
eeps
Car
ex a
cidi
cola
Nac
zi
Cyp
erac
eae
1172
1 32
.576
85
.805
D
ry to
mes
ic d
ecid
uous
fore
st
Car
ex a
ustr
ocar
olin
iana
L.H
.
Bai
ley
Cyp
erac
eae
5852
4 35
.339
84
.677
R
ich
moi
st d
ecid
uous
and
mix
ed fo
rest
(Con
tinu
ed)
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Spec
ies
Fam
ily
Ran
ge A
rea
(km
2 )
Ran
ge C
entr
oid
Lati
tude
(º)
Ran
ge C
entr
oid
Long
itud
e (º
)
Hab
itat
Des
crip
tion
Car
ex b
asia
ntha
Ste
udel
C
yper
acea
e 15
3979
31
.691
89
.115
M
esic
to w
et-m
esic
dec
iduo
us fo
rest
s
Car
ex b
iltm
orea
na M
acke
nzie
C
yper
acea
e 20
185
35.0
01
82.6
27
Roc
ky w
oods
, moi
st le
dges
, gra
nite
bal
ds
Car
ex b
ryso
nii N
aczi
C
yper
acea
e 86
77
33.5
41
87.7
09
Mes
ic d
ecid
uous
fore
st, s
lope
s ab
ove
stre
ams
Car
ex im
pres
sine
rvia
Bry
son
Kra
l
& M
anha
rt
Cyp
erac
eae
2169
9 32
.604
86
.166
M
esic
dec
iduo
us fo
rest
, slo
pes
abov
e st
ream
s
Car
ex la
tebr
acte
ata
Wat
erfa
ll C
yper
acea
e 22
384
34.4
89
94.1
40
Stee
p sh
aded
slo
pes,
mes
ic to
dry
-mes
ic fo
rest
Car
ex m
anha
rtii
Bry
son
Cyp
erac
eae
2681
0 35
.654
82
.765
M
oist
dec
iduo
us a
nd m
ixed
fore
st
Car
ex o
uach
itan
a K
ral M
anha
rt
& B
ryso
n
Cyp
erac
eae
1971
9 34
.709
93
.815
M
esic
, dry
-mes
ic r
ocky
dec
iduo
us o
r m
ixed
fore
st
Car
ex p
icta
Ste
udel
C
yper
acea
e 10
6445
35
.079
86
.973
Fo
rest
s &
fore
st o
peni
ngs
Car
ex p
igra
Nac
zi
Cyp
erac
eae
3310
5 34
.541
85
.530
M
esic
to w
et-m
esic
dec
iduo
us fo
rest
s
Car
ex p
urpu
rife
ra M
ack.
C
yper
acea
e 91
720
36.9
81
84.2
01
Moi
st d
ecid
uous
fore
sts,
oft
en n
ear
limes
tone
ledg
es
Car
ex r
adfo
rdii
Gad
dy
Cyp
erac
eae
6738
34
.908
82
.832
M
oist
dec
iduo
us fo
rest
s on
cal
care
ous
soil
Car
ex r
oane
nsis
F.J.
Her
m.
Cyp
erac
eae
2539
1 37
.632
80
.928
R
ich
moi
st s
oil u
nder
bee
ch tr
ees
Car
ex so
cial
is M
ohle
nbr.
&
Schw
egm
.
Cyp
erac
eae
1387
78
34.5
43
87.5
43
Low
land
dec
iduo
us fo
rest
s, c
lay
soils
Car
ex su
pera
ta N
aczi
, Rez
nice
k
& B
.A. F
ord
Cyp
erac
eae
5614
9 33
.926
84
.342
M
oist
to d
ry-m
esic
ope
n de
cidu
ous
fore
sts,
ravi
nes
Car
ex th
orne
i Nac
zi
Cyp
erac
eae
1288
1 31
.586
84
.898
M
esic
dec
iduo
us fo
rest
s, s
lope
s &
fl oo
dpla
ins
Car
ex ti
mid
a N
aczi
& B
.A. F
ord
Cyp
erac
eae
3053
1 37
.221
87
.338
M
esic
dec
iduo
us o
r m
ixed
woo
ds, c
alca
reou
s so
il
Che
lone
lyon
ii Pu
rsh
Scro
phul
aria
ceae
48
756
35.4
30
83.1
52
Ric
h co
ves,
str
eam
ban
ks
(Con
tinu
ed)
482.1
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Col
linso
nia
tube
rosa
Mic
hx.
Lam
iace
ae
1561
25
33.8
90
84.8
45
Moi
st w
oods
, cal
care
ous
soils
Col
linso
nia
vert
icill
ata
Bal
dw.
Lam
iace
ae
1047
93
34.6
40
83.5
58
Woo
ded
slop
es, l
ow w
oods
Cor
allo
rhiz
a be
ntle
yi
Freu
dens
tein
Orc
hida
ceae
49
72
37.9
31
80.2
85
Dec
iduo
us fo
rest
& d
istu
rbed
fore
st e
dges
Cor
eops
is d
elph
iniif
olia
Lam
. A
ster
acea
e 57
448
33.1
95
81.5
77
Woo
dlan
ds, t
hick
ets
& s
wam
ps
Cor
eops
is la
tifo
lia M
ichx
. A
ster
acea
e 37
579
35.2
93
82.8
18
Shad
ed s
lope
s in
ric
h m
oist
woo
ds
Cor
eops
is p
ulch
ra B
oynt
. A
ster
acea
e 15
001
33.9
38
86.1
60
Fore
st o
peni
ngs,
out
crop
s
Cro
omia
pau
cifl o
ra (
Nut
t.) T
orr.
Stem
onac
eae
1183
97
32.4
45
86.4
22
Mes
ic w
oode
d sl
opes
& b
otto
ms,
cir
cum
neut
ral
soils
Cym
ophy
llus f
rase
rian
us (
Ker
Gaw
l.) K
arte
sz &
Gan
dhi
Cyp
erac
eae
1618
69
37.2
09
81.4
12
Ric
h m
esic
sha
ded
slop
es in
dec
iduo
us o
r m
ixed
fore
st
Del
phin
ium
exa
ltatu
m A
iton
R
anun
cula
ceae
15
0440
38
.378
80
.962
R
ocky
slo
pes
in r
ich
woo
ds o
r ba
rren
s, c
alca
reou
s
soil
Del
phin
ium
new
toni
anum
D.M
.
Moo
re
Ran
uncu
lace
ae
1545
6 35
.210
93
.320
Sl
opes
in d
ecid
uous
fore
st
Des
mod
ium
hum
ifusu
m (
Muh
l.
Ex B
igel
ow)
Bec
k
Faba
ceae
60
252
41.4
35
73.8
84
Dry
woo
ds, s
andy
soi
ls
Des
mod
ium
och
role
ucum
M.A
.
Cur
tis
ex C
anby
Faba
ceae
68
327
36.1
63
82.3
93
Dry
ope
n w
oods
, san
dy o
r ro
cky
soils
Dic
entr
a ex
imia
(K
er G
awl.)
Tor
r. Fu
mar
iace
ae
1135
33
38.5
33
80.4
77
Dry
to m
oist
roc
ky m
ount
ain
woo
ds, c
liffs
&
crev
ices
Dip
hylle
ia c
ymos
a M
ichx
. B
erbe
rida
ceae
30
681
35.6
53
82.7
32
Moi
st s
lope
s, s
eeps
& s
trea
m b
anks
in d
ecid
uous
fore
st
(Con
tinu
ed)
483.1
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Spec
ies
Fam
ily
Ran
ge A
rea
(km
2 )
Ran
ge C
entr
oid
Lati
tude
(º)
Ran
ge C
entr
oid
Long
itud
e (º
)
Hab
itat
Des
crip
tion
Dod
ecat
heon
am
ethy
stin
um
(Fas
sett
) Fa
sset
t
Prim
ulac
eae
7795
4 41
.491
88
.342
M
oist
hill
side
s &
lim
esto
ne c
liffs
in d
ecid
uous
fore
st
Dod
ecat
heon
fren
chii
(Vas
ey)
Ryd
b.
Prim
ulac
eae
3356
9 36
.935
88
.144
M
oist
sha
ded
fl ats
in w
oods
und
er c
liffs
, nea
r
stre
ams
Dra
ba r
amos
issi
ma
Des
v.
Bra
ssic
acea
e 18
9985
36
.897
82
.298
R
ocky
woo
ded
area
s, li
mes
tone
clif
fs, s
hale
barr
ens
Elym
us sv
enso
nii C
hurc
h Po
acea
e 15
901
36.5
56
85.8
29
Woo
ds o
n lim
esto
ne b
luff
s, s
lope
s &
ledg
es
Eryt
hron
ium
pro
pulla
ns A
. Gra
y Li
liace
ae
8469
44
.329
92
.825
M
esic
fl oo
dpla
in w
oods
Eupa
tori
um g
odfr
eyan
um
Cro
nqui
st
Ast
erac
eae
2066
35
37.8
21
80.2
03
Woo
ds a
nd d
istu
rbed
ope
n si
tes,
fore
st e
dges
Euph
orbi
a m
ercu
rial
ina
Mic
hx.
Euph
orbi
acea
e 15
4614
34
.917
84
.759
R
ich
soil
on w
oode
d sl
opes
, rav
ines
Euph
orbi
a pu
rpur
ea (
Raf
.)
Fern
ald
Euph
orbi
acea
e 65
719
38.4
08
79.3
12
Dry
or
moi
st w
oods
Eury
bia
furc
ata
(Bur
gess
)
G.L
. Nes
om
Ast
erac
eae
1448
41
41.2
53
89.0
21
Nor
th-f
acin
g sl
opes
, moi
st d
ecid
uous
woo
ds
Eury
bia
mir
abili
s (To
rr. &
A. G
ray)
G.L
. Nes
om
Ast
erac
eae
3639
2 34
.616
81
.526
D
ecid
uous
& m
ixed
woo
ds, s
lope
s or
allu
vial
plai
ns
Eutr
ochi
um st
eele
i (E.
E. L
amon
t)
E.E.
Lam
ont
Ast
erac
eae
5380
7 36
.108
82
.830
O
pen
woo
ds, g
rave
lly b
anks
, thi
cket
s
Gen
tian
a de
cora
Pol
lard
G
enti
anac
eae
1472
85
36.0
58
82.4
97
Woo
ded
slop
es, c
oves
, str
eam
bank
s
Geu
m g
enic
ulat
um M
ichx
. R
osac
eae
4251
36
.105
81
.832
B
alds
and
woo
ded
cove
s at
hig
h el
evat
ion
Gym
noca
rpiu
m a
ppal
achi
anum
Pryo
r &
Hau
fl er
Dry
opte
rida
ceae
63
167
39.3
60
79.5
09
Map
le-b
irch
-hem
lock
woo
ds, t
allu
s w
/ col
d ai
r
seep
age
(Con
tinu
ed)
484.1
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Hel
iant
hus g
lauc
ophy
llus
D.M
. Sm
.
Ast
erac
eae
3197
4 34
.361
84
.283
M
oist
fore
sts,
woo
dlan
d ed
ges
Heu
cher
a lo
ngifl
ora
Ryd
b.
Saxi
frag
acea
e 12
0569
36
.636
83
.826
R
ich
woo
ds a
nd r
oadc
uts
over
lim
esto
ne
Heu
cher
a pu
besc
ens P
ursh
Sa
xifr
agac
eae
2232
08
37.9
23
81.3
27
Shad
ed c
ircu
mne
utra
l roc
k ou
tcro
ppin
gs in
woo
ds
Hex
asty
lis c
ontr
acta
Blo
mqu
ist
Ari
stol
ochi
acea
e 35
994
36.4
44
83.5
44
Aci
d so
ils in
dec
iduo
us w
oods
Hex
asty
lis h
eter
ophy
lla (
Ash
e)
Smal
l
Ari
stol
ochi
acea
e 22
0495
35
.921
82
.539
D
ecid
uous
& m
ixed
fore
sts
Hex
asty
lis le
wis
ii (F
erna
ld)
Blo
mqu
ist &
Oos
ting
Ari
stol
ochi
acea
e 84
708
36.1
78
78.8
93
Upl
and
& lo
wla
nd fo
rest
s, fl
oodp
lain
s
Hex
asty
lis m
inor
(A
she)
Blo
mqu
ist
Ari
stol
ochi
acea
e 11
8466
36
.385
79
.880
Sl
opes
& b
luff
s al
ong
stre
ams
in d
ecid
uous
woo
ds
Hex
asty
lis n
anifl
ora
Blo
mqu
ist
Ari
stol
ochi
acea
e 13
875
35.3
42
81.7
73
Aci
dic
soils
on
bluf
fs &
rav
ines
in d
ecid
uous
woo
ds
Hex
asty
lis r
hom
bifo
rmis
Gad
dy
Ari
stol
ochi
acea
e 55
71
35.3
81
82.6
65
Dec
iduo
us w
oods
on
sand
y ri
ver
bluf
fs, r
avin
es
Hou
ston
ia se
rpyl
lifol
ia M
ichx
. R
ubia
ceae
68
074
35.9
68
82.6
51
Ric
h w
oods
, str
eam
mar
gins
, roa
d cu
ts, p
astu
res
Hyd
roph
yllu
m b
row
nei K
ral &
V.M
. Bat
es
Hyd
roph
ylla
ceae
14
729
34.4
63
93.6
01
Ric
h de
cidu
ous
fore
sts
Liat
ris g
hols
onii
L.C
. And
erso
n A
ster
acea
e 36
22
30.3
03
84.9
94
Slop
es in
dec
iduo
us w
oods
, ope
n xe
ric
woo
ds
Liliu
m g
rayi
S. W
atso
n Li
liace
ae
2763
4 37
.260
80
.417
M
oist
fore
sts,
ope
ning
s, b
ogs,
see
ps &
wet
mea
dow
s
List
era
smal
lii W
iega
nd
Orc
hida
ceae
13
7443
37
.341
81
.060
D
amp
hum
us in
sha
dy fo
rest
s, u
nder
Rho
dode
ndro
n
(Con
tinu
ed)
485.1
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Spec
ies
Fam
ily
Ran
ge A
rea
(km
2 )
Ran
ge C
entr
oid
Lati
tude
(º)
Ran
ge C
entr
oid
Long
itud
e (º
)
Hab
itat
Des
crip
tion
Lysi
mac
hia
tons
a (A
lph.
Woo
d)
Alp
h. W
ood
ex P
ax &
R. K
nuth
Prim
ulac
eae
1887
79
35.4
54
83.0
82
Moi
st h
ardw
ood
fore
sts,
pin
e-oa
k w
oods
, blu
ffs
Mat
elea
ala
bam
ensi
s (V
ail)
Woo
dson
Asc
lepi
adac
eae
1268
0 30
.963
84
.563
Sl
opes
in d
ecid
uous
fore
st
Mat
elea
bal
dwyn
iana
(Sw
eet)
Woo
dson
Asc
lepi
adac
eae
9182
1 34
.289
90
.614
O
pen
rock
y w
oods
, thi
cket
s
Mat
elea
fl av
idul
a (C
hapm
.)
Woo
dson
Asc
lepi
adac
eae
2829
8 32
.215
83
.229
Fo
rest
ed s
lope
s &
allu
vial
woo
ds
Mee
hani
a co
rdat
a (N
utt.)
Bri
tton
La
mia
ceae
28
0290
38
.502
81
.341
R
ich
mou
ntai
n w
oods
Mon
otro
psis
odo
rata
Sch
wei
n.
Ex E
lliot
t
Mon
otro
pace
ae
1175
75
35.8
95
81.4
84
Mix
ed d
ecid
uous
or
coni
fero
us fo
rest
s
Nap
aea
dioi
ca L
. M
alva
ceae
14
4997
41
.233
87
.559
M
oist
allu
vial
woo
ds
Ono
smod
ium
dec
ipie
ns J.
Alli
son
Bor
agin
acea
e 15
95
32.9
97
87.1
24
Dol
omit
e ou
tcro
ps in
roc
ky w
oods
& g
lade
s
Orb
exilu
m o
nobr
ychi
s (N
utt.)
Ryd
b.
Faba
ceae
21
1639
36
.834
85
.907
O
pen
woo
ds, p
rair
ies
Oxa
lis il
linoi
ensi
s Sch
weg
m.
Oxa
lidac
eae
1878
8 37
.076
86
.559
M
esic
to d
ry-m
esic
fore
sts
Pens
tem
on d
eam
ii Pe
nnel
l Sc
roph
ular
iace
ae
1446
1 38
.374
87
.972
M
oist
ope
n w
oods
, pra
irie
s
Pens
tem
on sm
alli
A. H
elle
r Sc
roph
ular
iace
ae
6762
2 35
.223
84
.115
W
oodl
ands
, clif
fs, b
anks
& fo
rest
edg
es
Pens
tem
on te
nuis
Sm
all
Scro
phul
aria
ceae
22
6272
32
.491
92
.333
W
et w
oodl
and
soils
, bot
tom
land
s
Phac
elia
cov
illei
S. W
atso
n H
ydro
phyl
lace
ae
1812
1 37
.690
78
.988
R
ich
soil
of fl
oodp
lain
s &
allu
vial
woo
ds
Phac
elia
fi m
bria
ta M
ichx
. H
ydro
phyl
lace
ae
1847
5 35
.225
84
.269
St
ream
bank
s an
d al
luvi
al w
oods
Phac
elia
gili
oide
s Bra
nd
Hyd
roph
ylla
ceae
20
3809
36
.851
93
.099
W
oodl
and
open
ings
, low
ric
h w
oods
, for
est e
dges
(Con
tinu
ed)
486.1
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Phac
elia
ran
uncu
lace
a (N
utt.)
Con
stan
ce
Hyd
roph
ylla
ceae
86
316
36.4
95
89.5
31
Mes
ic a
lluvi
al fo
rest
s
Plat
anth
era
inte
grila
bia
(Tor
r.)
Orc
hida
ceae
71
905
34.6
26
85.3
45
Wet
woo
ded
fl ats
, see
ps, w
etla
nds
Poly
mni
a co
ssat
oten
sis P
ittm
an
& V
.M. B
ates
Ast
erac
eae
4264
34
.518
93
.949
U
plan
d ro
cky
woo
ds &
tallu
s, c
hert
out
crop
s
Poly
mni
a la
evig
ata
Bea
dle
Ast
erac
eae
3281
0 34
.956
86
.666
D
amp
shad
ed s
ites
, cal
care
ous
soils
Pren
anth
es c
repi
dine
a M
ichx
. A
ster
acea
e 21
4423
39
.023
87
.680
M
oist
ric
h de
cidu
ous
woo
ds, t
hick
ets,
pra
irie
s
Pren
anth
es r
oane
nsis
(Chi
cker
ing)
Chi
cker
ing
Ast
erac
eae
6437
3 36
.042
82
.453
Sp
ruce
-har
dwoo
d fo
rest
s, w
oode
d sl
opes
& b
alds
Pros
arte
s mac
ulat
a (B
uckl
ey)
A. G
ray
Lilia
ceae
13
3520
36
.723
83
.839
R
ich
moi
st d
ecid
uous
woo
ds, s
lope
s &
rav
ines
Pycn
anth
emum
bea
dlei
(Sm
all)
Fern
ald
Lam
iace
ae
9218
36
.036
82
.318
Fo
rest
s, w
oodl
and
bord
ers
Pycn
anth
emum
cur
vipe
s
(Gre
ene)
E. G
rant
& E
plin
g
Lam
iace
ae
1100
2 35
.505
83
.566
D
ry r
ocky
woo
dlan
ds, r
ock
outc
rops
Pycn
anth
emum
loom
isii
Nut
t. La
mia
ceae
16
7430
36
.288
83
.308
Fo
rest
s, w
oodl
and
bord
ers
Pycn
anth
emum
mon
tanu
m
Mic
hx.
Lam
iace
ae
6061
2 36
.036
82
.721
B
alds
, woo
dlan
ds, f
ores
ts &
fore
st e
dges
Pycn
anth
emum
pyc
nant
hem
oide
s
(Lea
venw
orth
) Fe
rnal
d
Lam
iace
ae
2243
78
35.9
77
83.7
90
Fore
sts,
woo
dlan
d bo
rder
s
Pycn
anth
emum
torr
ei B
enth
. La
mia
ceae
11
8144
38
.117
80
.876
D
ry r
ocky
woo
dlan
ds
Ran
uncu
lus a
llegh
enie
nsis
Bri
tton
R
anun
cula
ceae
22
8781
39
.716
78
.869
M
oist
or
dry
woo
ds, p
astu
res
Ran
uncu
lus h
arve
yi (
A. G
ray)
Bri
tton
Ran
uncu
lace
ae
1812
41
35.7
57
90.8
60
Aci
d so
ils o
n ro
cky
woo
ded
slop
es, r
idge
s, o
pen
area
s
(Con
tinu
ed)
487.1
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Spec
ies
Fam
ily
Ran
ge A
rea
(km
2 )
Ran
ge C
entr
oid
Lati
tude
(º)
Ran
ge C
entr
oid
Long
itud
e (º
)
Hab
itat
Des
crip
tion
Rud
beck
ia h
elio
psid
is T
orr.
&
A. G
ray
Ast
erac
eae
3007
2 34
.134
82
.963
M
esic
to w
et w
oodl
ands
, mea
dow
s
Rue
llia
purs
hian
a Fe
rnal
d A
cant
hace
ae
9685
4 35
.755
82
.650
D
ry w
oodl
ands
ove
r ca
lcar
eous
roc
k
Rug
elia
nud
icau
lis S
hutt
lw. e
x
Cha
pm.
Ast
erac
eae
8435
35
.416
83
.423
H
igh
elev
atio
n sp
ruce
-fi r
& n
orth
ern
hard
woo
d
fore
st
Salv
ia u
rtic
ifolia
L.
Lam
iace
ae
2224
52
35.0
74
83.5
47
Roc
ky w
oodl
ands
on
circ
umne
utra
l soi
ls
Scir
pus fl
acc
idifo
lius
(Fer
nald
) Sc
huyl
er
Cyp
erac
eae
5145
36
.680
77
.301
W
oode
d bo
ttom
land
s
Scut
ella
ria
argu
ta B
uckl
ey
Lam
iace
ae
8601
37
.422
82
.573
M
esic
woo
ds a
nd b
ould
erfi e
lds
at h
igh
elev
atio
n
Scut
ella
ria
mon
tana
Cha
pm.
Lam
iace
ae
1146
5 35
.125
84
.912
O
pen
deci
duou
s w
oods
on
mes
ic s
oil
Scut
ella
ria
pseu
dose
rrat
a Ep
ling
Lam
iace
ae
2528
9 34
.273
85
.258
R
ich
rock
y fo
rest
s
Scut
ella
ria
saxa
tilis
Rid
dell
Lam
iace
ae
1343
03
37.0
39
82.9
40
Roc
ky fo
rest
s, m
oist
clif
fs
Scut
ella
ria
serr
ata
And
rew
s La
mia
ceae
16
0329
37
.415
81
.183
R
ich
deci
duou
s fo
rest
s
Sedu
m g
lauc
ophy
llum
R.T
.
Cla
usen
Cra
ssul
acea
e 70
801
36.2
66
80.5
19
Shad
ed c
liffs
, roc
ky s
lope
s
Shor
tia
gala
cifo
lia T
orr.
&
A. G
ray
Dia
pens
iace
ae
1696
0 35
.255
82
.715
M
oist
fore
st s
lope
s &
str
eam
ban
ks in
dee
p sh
ade
Sile
ne c
ates
baei
Wal
ter
Car
yoph
ylla
ceae
13
101
32.2
53
84.0
80
Mes
ic d
ecid
uous
fore
sts
alon
g st
ream
s or
slo
pes
Sile
ne n
ivea
(N
utt.)
Muh
l. Ex
Ott
h
Car
yoph
ylla
ceae
27
8558
40
.581
86
.336
R
ocky
or
fl ood
-sco
ured
allu
vial
woo
dlan
ds
Sile
ne o
vata
Pur
sh
Car
yoph
ylla
ceae
94
821
33.9
75
86.3
67
Woo
dlan
ds &
fore
sts
on c
ircu
mne
utra
l soi
l
Silp
hium
bra
chia
tum
Gat
ting
er
Ast
erac
eae
1465
1 35
.098
86
.501
O
pen
fore
sts
on c
alca
reou
s so
il, r
oadc
uts
(Con
tinu
ed)
488.1
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Silp
hium
was
iote
nse
M. M
edle
y A
ster
acea
e 76
80
36.8
52
83.5
88
Dry
ope
n si
tes
in m
esic
fore
sts
Sisy
rinc
hium
dic
hoto
mum
E.P
.
Bic
knel
l
Irid
acea
e 65
60
35.2
82
82.1
32
Dry
to m
esic
oak
-hic
kory
fore
sts
Solid
ago
aren
icol
a B
,R, K
eene
r
& K
ral
Ast
erac
eae
4422
35
.138
85
.582
M
esic
woo
ds in
dee
p sa
ndy
allu
vium
Solid
ago
auri
cula
ta S
hutt
lw. e
x
S.F.
Bla
ke
Ast
erac
eae
1327
92
32.7
12
88.6
19
Roc
ky w
oode
d sl
opes
, allu
vial
soi
ls
Solid
ago
brac
hyph
ylla
Cha
pman
A
ster
acea
e 50
576
32.0
68
84.7
67
Ope
n w
oodl
ands
, blu
ff fo
rest
s
Solid
ago
buck
leyi
Tor
rey
&
A. G
ray
Ast
erac
eae
4629
1 38
.199
89
.896
O
pen
oak
woo
ds o
n ri
dges
, slo
pes
& b
luff
s
Solid
ago
curt
isii
Torr
ey &
A. G
ray
Ast
erac
eae
1996
25
36.0
86
83.6
85
Shad
ed m
esic
woo
ds &
thic
kets
Solid
ago
drum
mon
dii T
orre
y &
A. G
ray
Ast
erac
eae
5268
35
.384
93
.380
Li
mes
tone
ledg
es &
blu
ffs
in r
ocky
woo
ds
Solid
ago
fauc
ibus
Wie
bold
t A
ster
acea
e 27
460
36.3
78
83.2
14
Mes
ic d
ecid
uous
fore
sts
& h
ardw
ood-
hem
lock
Solid
ago
fl acc
idifo
lia S
mal
l A
ster
acea
e 65
118
34.5
81
85.1
73
Mes
ic w
oods
& c
lear
ings
Solid
ago
lanc
ifolia
(To
rrey
&
A. G
ray)
Cha
pman
Ast
erac
eae
4481
36
.214
82
.168
R
ich
woo
ds, m
ount
ain
slop
es, r
oad
emba
nkm
ents
Solid
ago
ouac
hite
nsis
C.E
.S.
Tayl
or &
R.J.
Tay
lor
Ast
erac
eae
1252
1 34
.697
94
.053
W
oods
on
nort
h-fa
cing
slo
pes
Solid
ago
roan
ensi
s Por
ter
Ast
erac
eae
1662
35
36.7
93
82.3
07
Fore
sts,
woo
dlan
ds, r
oadb
anks
, edg
es o
f mtn
bald
s
Solid
ago
spha
cela
ta R
afi n
esqu
e A
ster
acea
e 21
0540
36
.501
84
.152
O
pen
woo
ds &
roc
ky p
lace
s, c
alca
reou
s so
ils
Spig
elia
loga
nioi
des (
Torr
. &
A. G
ray
ex E
ndl.
& F
enzl
) A
. DC
.
Loga
niac
eae
1358
6 29
.101
82
.055
W
et c
alca
reou
s ha
mm
ocks
& w
oods
(Con
tinu
ed)
489.1
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Spec
ies
Fam
ily
Ran
ge A
rea
(km
2 )
Ran
ge C
entr
oid
Lati
tude
(º)
Ran
ge C
entr
oid
Long
itud
e (º
)
Hab
itat
Des
crip
tion
Stac
hys c
lingm
anii
Smal
l La
mia
ceae
22
374
37.9
65
86.4
96
Cov
e fo
rest
s &
bou
lder
fi eld
s at
hig
h el
evat
ion
Stac
hys c
orda
ta R
idde
ll La
mia
ceae
20
5560
37
.270
83
.244
M
oist
fore
sts,
allu
vial
soi
ls o
r ov
er c
alca
reou
s ro
ck
Stac
hys e
plin
gii J
.B. N
elso
n La
mia
ceae
31
266
36.4
09
82.0
80
Mtn
woo
ds, m
esic
fore
sts,
bog
s &
wet
mea
dow
s
Stac
hys i
ltisi
i J.B
. Nel
son
Lam
iace
ae
2984
8 35
.582
93
.084
R
ich
soil
in o
pen
upla
nd w
oods
Stac
hys l
atid
ens S
mal
l ex
Bri
tton
La
mia
ceae
55
908
36.7
08
81.6
45
Mes
ic fo
rest
s in
cov
es, f
ores
t edg
es
Stel
lari
a co
rei S
hinn
ers
Car
yoph
ylla
ceae
12
7557
37
.891
84
.276
M
esic
cov
e fo
rest
s &
see
ps a
t mid
- to
high
-ele
vati
on
Sym
phyo
tric
hum
ano
mal
um
(Eng
elm
.) G
.L. N
eson
Ast
erac
eae
2457
31
37.5
23
91.7
01
Roc
ky o
pen
deci
duou
s w
oods
, dry
rid
ges,
clif
fs,
bluf
fs
Sym
phyo
tric
hum
phl
ogifo
lium
(Muh
l. ex
Will
d.)
G.L
. Nes
om
Ast
erac
eae
2292
81
37.5
20
82.0
37
Ric
h m
esic
mix
ed h
ardw
ood
fore
sts,
roa
dsid
es
Sym
phyo
tric
hum
ret
rofl e
xum
(Lin
dl. e
x D
C.)
G.L
. Nes
om
Ast
erac
eae
6447
0 34
.405
83
.084
M
oist
woo
dlan
ds, m
eado
ws,
ope
n pi
ne o
r oa
k
woo
ds
Syna
ndra
his
pidu
la (
Mic
hx.)
Bri
tton
Lam
iace
ae
1219
40
38.1
05
84.6
94
Ric
h m
esic
woo
ds
Tha
lictr
um c
lava
tum
DC
. R
anun
cula
ceae
10
5376
36
.293
83
.545
R
ich
moi
st w
oods
, clif
fs, s
eeps
, str
eam
ban
ks
Tha
lictr
um c
oria
ceum
(B
ritt
on)
Smal
l
Ran
uncu
lace
ae
9238
1 37
.382
81
.760
R
ocky
or
mes
ic o
pen
deci
duou
s w
oods
, thi
cket
s
Tha
lictr
um d
ebile
Buc
kley
R
anun
cula
ceae
28
466
33.4
44
87.3
12
Ric
h, r
ocky
woo
ds o
n lim
esto
ne, w
et a
lluvi
al s
oil
Tha
lictr
um m
acro
styl
um S
mal
l &
A. H
elle
r
Ran
uncu
lace
ae
8150
2 34
.951
80
.734
R
ich
woo
ded
slop
es, c
liffs
, sw
amp
fore
sts,
mea
dow
s
Tha
lictr
um m
irab
ile S
mal
l R
anun
cula
ceae
15
112
35.5
23
86.0
89
Moi
st b
luff
s, w
et s
ands
tone
clif
fs, s
inks
(Con
tinu
ed)
490.1
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Tha
spiu
m p
inna
tifi d
um
(Buc
kley
) A
. Gra
y
Api
acea
e 15
560
36.5
86
84.7
52
Fore
sts
& w
oodl
ands
ove
r ca
lcar
eous
roc
k
The
rmop
sis f
raxi
nifo
lia N
utt.
ex
M.A
. Cur
tis
Faba
ceae
42
342
34.9
42
83.0
22
Dry
slo
pes,
rid
ges
& c
lear
ings
The
rmop
sis m
ollis
(M
ichx
.) M
.A.
Cur
tis
ex A
. Gra
y
Faba
ceae
80
831
35.7
46
82.3
20
Dry
slo
pes,
ope
n w
oods
& c
lear
ings
The
rmop
sis v
illos
a (W
alte
r)
Fern
ald
& B
.G. S
chub
.
Faba
ceae
37
056
35.8
77
82.8
85
Mes
ic fo
rest
ope
ning
s, fl
oodp
lain
s &
roa
dban
ks
Trag
ia c
orda
ta M
ichx
. Eu
phor
biac
eae
1725
84
33.6
32
89.5
76
Ric
h w
oods
ove
r lim
esto
ne, r
ocky
hill
side
s
Trifo
lium
stol
onife
rum
Muh
l.
ex E
aton
Faba
ceae
10
2702
38
.140
87
.699
M
oist
dis
turb
ed fo
rest
s, s
trea
ms,
ope
n w
oods
,
law
ns
Trill
ium
dec
ipie
ns J.
D. F
reem
an
Mel
anth
iace
ae
4171
2 31
.828
84
.671
R
ich
woo
ds &
riv
er b
luff
s in
mix
ed d
ecid
uous
fore
sts
Trill
ium
dec
umbe
ns H
arbi
son
Mel
anth
iace
ae
3895
6 33
.870
85
.463
R
ocky
slo
pes
in o
pen
deci
duou
s w
oodl
ands
Trill
ium
dis
colo
r W
ray
ex H
ook.
M
elan
thia
ceae
15
733
34.3
39
82.5
51
Fore
sted
slo
pes
& s
trea
m b
anks
Trill
ium
foet
idis
sim
um J.
D.
Free
man
Mel
anth
iace
ae
7186
7 31
.105
92
.228
R
ich
woo
ds o
n ri
ver
bluf
fs, fl
ood
plai
ns, r
oads
ides
Trill
ium
gra
cile
J.D
. Fre
eman
M
elan
thia
ceae
47
927
31.0
09
94.1
79
Mat
ure
pine
& h
ardw
ood
fore
sts,
slo
pes
near
stre
ams
Trill
ium
lanc
ifoliu
m R
af.
Mel
anth
iace
ae
6867
2 33
.317
85
.249
Fl
oodp
lain
fore
sts,
roc
ky u
plan
d w
oods
& th
icke
ts
Trill
ium
ludo
vici
anum
Har
biso
n M
elan
thia
ceae
61
448
31.5
52
92.4
87
Mix
ed d
ecid
uous
fl oo
dpla
in w
oods
& a
dj. s
lope
s
Trill
ium
lute
um (
Muh
l.)
Har
biso
n
Mel
anth
iace
ae
7178
0 34
.354
83
.826
R
ich
deci
duou
s fo
rest
& o
pen
woo
ds, c
alca
reou
s
soils
(Con
tinu
ed)
491.1
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Spec
ies
Fam
ily
Ran
ge A
rea
(km
2 )
Ran
ge C
entr
oid
Lati
tude
(º)
Ran
ge C
entr
oid
Long
itud
e (º
)
Hab
itat
Des
crip
tion
Trill
ium
mac
ulat
um R
af.
Mel
anth
iace
ae
9295
9 31
.660
83
.938
R
ich
mes
ic fo
rest
s, r
iver
ban
ks &
blu
ffs,
fl ood
plai
ns
Trill
ium
oos
ting
ii G
addy
M
elan
thia
ceae
17
42
34.3
52
80.5
83
Ric
h bo
ttom
land
fore
sts
Trill
ium
per
sist
ens D
unca
n M
elan
thia
ceae
29
70
34.7
55
83.1
98
Mix
ed d
ecid
uous
& p
ine
woo
dlan
ds, s
trea
m fl
ats
Trill
ium
pus
illum
Mic
hx.
Mel
anth
iace
ae
9282
2 36
.115
85
.434
D
ry to
mes
ic fo
rest
s, a
long
str
eam
s, s
wam
py
woo
ds
Trill
ium
rel
iquu
m J.
D. F
reem
an
Mel
anth
iace
ae
2651
1 32
.315
84
.163
R
ich
mix
ed fo
rest
, slo
pes,
blu
ffs
& s
trea
m fl
ats
Trill
ium
rug
elii
Ren
dle
Mel
anth
iace
ae
9109
2 35
.133
83
.850
R
ich
deci
duou
s fo
rest
s, c
alca
reou
s or
mafi
c
bedr
ock
Trill
ium
sim
ile G
lean
on
Mel
anth
iace
ae
2637
5 35
.307
83
.421
Fo
rest
ed c
oves
, slo
pes
& s
eeps
wit
h ri
ch s
oil
Trill
ium
stam
ineu
m H
arbi
son
Mel
anth
iace
ae
9706
0 33
.645
87
.520
U
plan
d de
cidu
ous
fore
st o
ver
limes
tone
,
fl ood
plai
ns
Trill
ium
sulc
atum
Pat
rick
M
elan
thia
ceae
99
413
38.7
79
80.9
68
Cov
es &
moi
st s
lope
s, r
ich
mes
ic w
oodl
ands
Trill
ium
und
erw
oodi
i Sm
all
Mel
anth
iace
ae
7591
8 31
.587
85
.220
D
ry to
mes
ic r
ich
deci
duou
s fo
rest
s, s
trea
m e
dges
Trill
ium
vas
eyi H
arbi
son
Mel
anth
iace
ae
3646
3 33
.210
84
.492
St
eep
woo
ded
slop
es, r
ich
cove
s &
rav
ines
Trill
ium
vir
ide
Bec
k M
elan
thia
ceae
41
016
38.4
71
90.5
72
Ric
h w
oods
, blu
ffs
& r
ocky
hill
side
s
Trill
ium
vir
ides
cens
Nut
t. M
elan
thia
ceae
12
0456
34
.685
93
.618
R
ich
deci
duou
s fo
rest
s, b
luff
s &
fl oo
dpla
ins
Uvu
lari
a fl o
rida
na C
hapm
. Li
liace
ae
4838
6 32
.203
84
.840
R
ich
hard
woo
d fo
rest
s, fl
oodp
lain
s &
moi
st
ravi
nes
Vale
rian
a pa
ucifl
ora
Mic
hx.
Val
eria
nace
ae
2139
27
38.9
98
84.4
12
Ric
h m
esic
woo
ds
(Con
tinu
ed)
492.1
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Vera
trum
lati
foliu
m (
Des
r.)
Zom
lefe
r
Lilia
ceae
16
4689
36
.651
81
.255
M
oist
to d
ry fo
rest
s
Vera
trum
par
vifl o
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Mic
hx.
Lilia
ceae
11
0403
35
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83
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oist
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ry fo
rest
s
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trum
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.W. R
obbi
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ceae
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3745
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87
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onia
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roa
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la tr
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mm
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Bal
dw.)
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r.
& A
. Gra
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e 16
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OUP UNCORRECTED PROOF – FIRSTPROOFS, Wed Oct 23 2013, NEWGEN
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