17 research outputs found
Edaphic adaptation maintains the coexistence of two cryptic species on serpentine soils
• Premise of the study: Divergent edaphic adaptation can contribute to reproductive isolation and coexistence between closely related species, yet we know little about how small-scale continuous edaphic gradients contribute to this phenomenon. We investigated edaphic adaptation between two cryptic species of California wildflower, Lasthenia californica and L. gracilis (Asteraceae), which grow in close parapatry on serpentine soil. • Methods: We reciprocally transplanted both species into the center of each species’ habitat and the transition zone between species. We quantified multiple components of fitness and used aster models to predict fitness based on environmental variables. We sampled soil across the ridge throughout the growing season to document edaphic changes through time. We sampled naturally germinating seedlings to determine whether there was dispersal into the adjacent habitat and to help pinpoint the timing of any selection against migrants. • Key results: We documented within-serpentine adaptation contributing to habitat isolation between close relatives. Both species were adapted to the edaphic conditions in their native region and suffered fitness trade-offs when moved outside that region. However, observed fitness values did not perfectly match those predicted by edaphic variables alone, indicating that other factors, such as competition, also contributed to plant fitness. Soil water content and concentrations of calcium, magnesium, sodium, and potassium were likely drivers of differential fitness. Plants either had limited dispersal ability or migrants experienced early-season mortality outside their native region. • Conclusions: Demonstrating that continuous habitats can support differently adapted, yet closely related, taxa is important to a broader understanding of how species are generated and maintained in nature
Individual Tree Detection in Large-Scale Urban Environments using High-Resolution Multispectral Imagery
We introduce a novel deep learning method for detection of individual trees
in urban environments using high-resolution multispectral aerial imagery. We
use a convolutional neural network to regress a confidence map indicating the
locations of individual trees, which are localized using a peak finding
algorithm. Our method provides complete spatial coverage by detecting trees in
both public and private spaces, and can scale to very large areas. We performed
a thorough evaluation of our method, supported by a new dataset of over 1,500
images and almost 100,000 tree annotations, covering eight cities, six climate
zones, and three image capture years. We trained our model on data from
Southern California, and achieved a precision of 73.6% and recall of 73.3%
using test data from this region. We generally observed similar precision and
slightly lower recall when extrapolating to other California climate zones and
image capture dates. We used our method to produce a map of trees in the entire
urban forest of California, and estimated the total number of urban trees in
California to be about 43.5 million. Our study indicates the potential for deep
learning methods to support future urban forestry studies at unprecedented
scales
Old Plants, New Tricks:Phenological Research Using Herbarium Specimens
The timing of phenological events, such as leaf-out and flowering, strongly influence plant success and their study is vital to understanding how plants will respond to climate change. Phenological research, however, is often limited by the temporal, geographic, or phylogenetic scope of available data. Hundreds of millions of plant specimens in herbaria worldwide offer a potential solution to this problem, especially as digitization efforts drastically improve access to collections. Herbarium specimens represent snapshots of phenological events and have been reliably used to characterize phenological responses to climate. We review the current state of herbarium-based phenological research, identify potential biases and limitations in the collection, digitization, and interpretation of specimen data, and discuss future opportunities for phenological investigations using herbarium specimens
Edaphic adaptation maintains the coexistence of two cryptic species on serpentine soil
• Premise of the study: Divergent edaphic adaptation can contribute to reproductive isolation and coexistence between closely related species, yet we know little about how small-scale continuous edaphic gradients contribute to this phenomenon. We investigated edaphic adaptation between two cryptic species of California wildflower, Lasthenia californica and L. gracilis (Asteraceae), which grow in close parapatry on serpentine soil. • Methods: We reciprocally transplanted both species into the center of each species’ habitat and the transition zone between species. We quantified multiple components of fitness and used aster models to predict fitness based on environmental variables. We sampled soil across the ridge throughout the growing season to document edaphic changes through time. We sampled naturally germinating seedlings to determine whether there was dispersal into the adjacent habitat and to help pinpoint the timing of any selection against migrants. • Key results: We documented within-serpentine adaptation contributing to habitat isolation between close relatives. Both species were adapted to the edaphic conditions in their native region and suffered fitness trade-offs when moved outside that region. However, observed fitness values did not perfectly match those predicted by edaphic variables alone, indicating that other factors, such as competition, also contributed to plant fitness. Soil water content and concentrations of calcium, magnesium, sodium, and potassium were likely drivers of differential fitness. Plants either had limited dispersal ability or migrants experienced early-season mortality outside their native region. • Conclusions: Demonstrating that continuous habitats can support differently adapted, yet closely related, taxa is important to a broader understanding of how species are generated and maintained in nature
The evolution of postpollination reproductive isolation in Costus
Reproductive isolation is critical to the diversification of species. Postpollination barriers may be important in limiting gene flow between closely related species, but they are relatively cryptic and their evolution is poorly understood. Here, we review the role of postpollination reproductive isolation in plants, including the various stages at which it operates and the hypotheses for how it may evolve. We then review empirical studies in the plant genus Costus, evaluating documented postpollination barriers in light of these hypotheses. We summarize isolation due to parental style length differences and present evidence supporting the hypothesis that the differences are in part a by-product of selection on floral morphology. Additionally, we show that reduced pollen adhesion, germination, and tube growth contribute to reproductive isolation between two closely related sympatric species of Costus. Geographic variation in the strength of these crossing barriers supports the hypothesis that they evolved under reinforcement, or direct natural selection to strengthen isolation
Annotated Checklist of the Vascular Plants of Santa Cruz County, California. Second edition Annotated Checklist of the Vascular Plants of Santa Cruz County, California. Second edition. Dylan Neubauer . 2013. California Native Plant Society, Santa Cruz Cou
Volume: 61Start Page: 244End Page: 24
Annotated Checklist of the Vascular Plants of Santa Cruz County, California. Second edition Annotated Checklist of the Vascular Plants of Santa Cruz County, California. Second edition. Dylan Neubauer . 2013. California Native Plant Society, Santa Cruz County Chapter, Santa Cruz, CA. 166 pp. Price $15.00 (spiral bound).
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