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Daru BH. Tracking hidden dimensions of plant biogeography from herbaria. THE NEW PHYTOLOGIST 2025; 246:61-77. [PMID: 39953672 DOI: 10.1111/nph.70002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/03/2024] [Accepted: 01/08/2025] [Indexed: 02/17/2025]
Abstract
Plants are diverse, but investigating their ecology and evolution in nature across geographic and temporal scales to predict how species will respond to global change is challenging. With their geographic and temporal breadth, herbarium data provide physical evidence of the existence of a species in a place and time. The remarkable size of herbarium collections along with growing digitization efforts around the world and the possibility of extracting functional traits and geographic data from preserved plant specimens makes them invaluable resources for advancing our understanding of changing species distributions over time, functional biogeography, and conserving plant communities. Here, I synthesize core aspects of plant biogeography that can be gleaned from herbaria along changing distributions, attributes (functional biogeography), and conservation biogeography across the globe. I advocate for a collaborative, multisite, and multispecies research to harness the full potential of these collections while addressing the inherent challenges of using herbarium data for biogeography and macroecological investigations. Ultimately, these data present untapped resources and opportunities to enable predictions of plant species' responses to global change and inform effective conservation planning.
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Affiliation(s)
- Barnabas H Daru
- Department of Biology, Stanford University, 371 Jane Stanford Way, Stanford, CA, 94305, USA
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Solakis-Tena A, Hidalgo-Triana N, Boynton R, Thorne JH. Phenological Shifts Since 1830 in 29 Native Plant Species of California and Their Responses to Historical Climate Change. PLANTS (BASEL, SWITZERLAND) 2025; 14:843. [PMID: 40265755 PMCID: PMC11945038 DOI: 10.3390/plants14060843] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/31/2025] [Revised: 02/28/2025] [Accepted: 03/05/2025] [Indexed: 04/24/2025]
Abstract
Climate change is affecting Mediterranean climate regions, such as California. Retrospective phenological studies are a useful tool to track biological response to these impacts through the use of herbarium-preserved specimens. We used data from more than 12,000 herbarium specimens of 29 dominant native plant species that are characteristic of 12 broadly distributed vegetation types to investigate phenological patterns in response to climate change. We analyzed the trends of four phenophases: preflowering (FBF), flowering (F), fruiting (FS) and growth (DVG), over time (from 1830 to 2023) and through changes in climate variables (from 1896 to 2023). We also examined these trends within California's 10 ecoregions. Among the four phenophases, the strongest response was found in the timing of flowering, which showed an advance in 28 species. Furthermore, 21 species showed sequencing in the advance of two or more phenophases. We highlight the advances found over temperature variables: 10 in FBF, 28 in F, 17 in FS and 18 in DVG. Diverse and less-consistent results were found for water-related variables with 15 species advancing and 11 delaying various phenophases in response to decreasing precipitation and increasing evapotranspiration. Jepson ecoregions displayed a more pronounced advance in F related to time and mean annual temperature in the three of the southern regions compared to the northern ones. This study underscores the role of temperature in driving phenological change, demonstrating how rising temperatures have predominantly advanced phenophase timing. These findings highlight potential threats, including risks of climatic, ecological, and biological imbalances.
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Affiliation(s)
- Andros Solakis-Tena
- Department of Botany and Plant Physiology (Botany Area), Faculty of Science, University of Málaga, 29010 Málaga, Spain;
| | - Noelia Hidalgo-Triana
- Department of Botany and Plant Physiology (Botany Area), Faculty of Science, University of Málaga, 29010 Málaga, Spain;
| | - Ryan Boynton
- Department of Environmental Science and Policy, University of California, Davis, CA 95616, USA; (R.B.); (J.H.T.)
| | - James H. Thorne
- Department of Environmental Science and Policy, University of California, Davis, CA 95616, USA; (R.B.); (J.H.T.)
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Reeb RA, Heberling JM, Kuebbing SE. Cross-continental comparison of plant reproductive phenology shows high intraspecific variation in temperature sensitivity. AOB PLANTS 2024; 16:plae058. [PMID: 39678157 PMCID: PMC11639196 DOI: 10.1093/aobpla/plae058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/10/2023] [Accepted: 10/14/2024] [Indexed: 12/17/2024]
Abstract
The success of plant species under climate change will be determined, in part, by their phenological responses to temperature. Despite the growing need to forecast such outcomes across entire species ranges, it remains unclear how phenological sensitivity to temperature might vary across individuals of the same species. In this study, we harnessed community science data to document intraspecific patterns in phenological temperature sensitivity across the multicontinental range of six herbaceous plant species. Using linear models, we correlated georeferenced temperature data with 23 220 plant phenological records from iNaturalist to generate spatially explicit estimates of phenological temperature sensitivity across the shared range of species. We additionally evaluated the geographic association between local historic climate conditions (i.e. mean annual temperature [MAT] and interannual variability in temperature) and the temperature sensitivity of plants. We found that plant temperature sensitivity varied substantially at both the interspecific and intraspecific levels, demonstrating that phenological responses to climate change have the potential to vary both within and among species. Additionally, we provide evidence for a strong geographic association between plant temperature sensitivity and local historic climate conditions. Plants were more sensitive to temperature in hotter climates (i.e. regions with high MAT), but only in regions with high interannual temperature variability. In regions with low interannual temperature variability, plants displayed universally weak sensitivity to temperature, regardless of baseline annual temperature. This evidence suggests that pheno-climatic forecasts may be improved by accounting for intraspecific variation in phenological temperature sensitivity. Broad climatic factors such as MAT and interannual temperature variability likely serve as useful predictors for estimating temperature sensitivity across species' ranges.
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Affiliation(s)
- Rachel A Reeb
- Department of Biological Sciences, University of Pittsburgh, 4249 Fifth Ave, Pittsburgh, PA 15260, USA
- Section of Botany, Carnegie Museum of Natural History, 4400 Forbes Ave, Pittsburgh, PA 15213, USA
| | - J Mason Heberling
- Section of Botany, Carnegie Museum of Natural History, 4400 Forbes Ave, Pittsburgh, PA 15213, USA
| | - Sara E Kuebbing
- Department of Biological Sciences, University of Pittsburgh, 4249 Fifth Ave, Pittsburgh, PA 15260, USA
- The Forest School at the Yale School of the Environment, 360 Prospect St, Yale University, New Haven, CT 06511, USA
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Ramirez-Parada TH, Park IW, Record S, Davis CC, Ellison AM, Mazer SJ. Plasticity and not adaptation is the primary source of temperature-mediated variation in flowering phenology in North America. Nat Ecol Evol 2024; 8:467-476. [PMID: 38212525 DOI: 10.1038/s41559-023-02304-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2023] [Accepted: 12/08/2023] [Indexed: 01/13/2024]
Abstract
Phenology varies widely over space and time because of its sensitivity to climate. However, whether phenological variation is primarily generated by rapid organismal responses (plasticity) or local adaptation remains unresolved. Here we used 1,038,027 herbarium specimens representing 1,605 species from the continental United States to measure flowering-time sensitivity to temperature over time (Stime) and space (Sspace). By comparing these estimates, we inferred how adaptation and plasticity historically influenced phenology along temperature gradients and how their contributions vary among species with different phenology and native climates and among ecoregions differing in species composition. Parameters Sspace and Stime were positively correlated (r = 0.87), of similar magnitude and more frequently consistent with plasticity than adaptation. Apparent plasticity and adaptation generated earlier flowering in spring, limited responsiveness in late summer and delayed flowering in autumn in response to temperature increases. Nonetheless, ecoregions differed in the relative contributions of adaptation and plasticity, from consistently greater importance of plasticity (for example, southeastern United States plains) to their nearly equal importance throughout the season (for example, Western Sierra Madre Piedmont). Our results support the hypothesis that plasticity is the primary driver of flowering-time variation along temperature gradients, with local adaptation having a widespread but comparatively limited role.
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Affiliation(s)
- Tadeo H Ramirez-Parada
- Department of Ecology, Evolution and Marine Biology, University of California, Santa Barbara, CA, USA.
| | - Isaac W Park
- Department of Ecology, Evolution and Marine Biology, University of California, Santa Barbara, CA, USA
| | - Sydne Record
- Department of Wildlife, Fisheries and Conservation Biology, University of Maine, Orono, ME, USA
| | - Charles C Davis
- Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA, USA
| | - Aaron M Ellison
- Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA, USA
- Sound Solutions for Sustainable Science, Boston, MA, USA
| | - Susan J Mazer
- Department of Ecology, Evolution and Marine Biology, University of California, Santa Barbara, CA, USA
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Willems FM, Scheepens JF, Bossdorf O. Forest wildflowers bloom earlier as Europe warms: lessons from herbaria and spatial modelling. THE NEW PHYTOLOGIST 2022; 235:52-65. [PMID: 35478407 DOI: 10.1111/nph.18124] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Accepted: 02/21/2022] [Indexed: 06/14/2023]
Abstract
Today plants often flower earlier due to climate warming. Herbarium specimens are excellent witnesses of such long-term changes. However, the magnitude of phenological shifts may vary geographically, and the data are often clustered. Therefore, large-scale analyses of herbarium data are prone to pseudoreplication and geographical biases. We studied over 6000 herbarium specimens of 20 spring-flowering forest understory herbs from Europe to understand how their phenology had changed during the last century. We estimated phenology trends with or without taking spatial autocorrelation into account. On average plants now flowered over 6 d earlier than at the beginning of the last century. These changes were strongly associated with warmer spring temperatures. Flowering time advanced 3.6 d per 1°C warming. Spatial modelling showed that, in some parts of Europe, plants flowered earlier or later than expected. Without accounting for this, the estimates of phenological shifts were biased and model fits were poor. Our study indicates that forest wildflowers in Europe strongly advanced their phenology in response to climate change. However, these phenological shifts differ geographically. This shows that it is crucial to combine the analysis of herbarium data with spatial modelling when testing for long-term phenology trends across large spatial scales.
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Affiliation(s)
- Franziska M Willems
- Plant Evolutionary Ecology, Institute of Evolution and Ecology, University of Tübingen, 72076, Tübingen, Germany
- Conservation Biology, Department of Biology, University of Marburg, 35032, Marburg, Germany
| | - J F Scheepens
- Plant Evolutionary Ecology, Faculty of Biological Sciences, Goethe University Frankfurt, 60438, Frankfurt am Main, Germany
| | - Oliver Bossdorf
- Plant Evolutionary Ecology, Institute of Evolution and Ecology, University of Tübingen, 72076, Tübingen, Germany
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Shin N, Saitoh TM, Nasahara KN. How did the characteristics of the growing season change during the past 100 years at a steep river basin in Japan? PLoS One 2021; 16:e0255078. [PMID: 34330144 PMCID: PMC8324334 DOI: 10.1371/journal.pone.0255078] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2020] [Accepted: 07/11/2021] [Indexed: 11/18/2022] Open
Abstract
The effects of climate change on plant phenological events such as flowering, leaf flush, and leaf fall may be greater in steep river basins than at the horizontal scale of countries and continents. This possibility is due to the effect of temperature on plant phenology and the difference between vertical and horizontal gradients in temperature sensitivities. We calculated the dates of the start (SGS) and end of the growing season (EGS) in a steep river basin located in a mountainous region of central Japan over a century timescale by using a degree-day phenological model based on long-term, continuous, in situ observations. We assessed the generality and representativeness of the modelled SGS and EGS dates by using phenological events, live camera images taken at multiple points in the basin, and satellite observations made at a fine spatial resolution. The sensitivity of the modelled SGS and EGS dates to elevation changed from 3.29 days (100 m)−1 (−5.48 days °C−1) and −2.89 days (100 m)−1 (4.81 days °C−1), respectively, in 1900 to 2.85 days (100 m)−1 (−4.75 days °C−1) and −2.84 day (100 m)−1 (4.73 day °C−1) in 2019. The long-term trend of the sensitivity of the modelled SGS date to elevation was −0.0037 day year−1 per 100 m, but the analogous trend in the case of the modelled EGS date was not significant. Despite the need for further studies to improve the generality and representativeness of the model, the development of degree-day phenology models in multiple, steep river basins will deepen our ecological understanding of the sensitivity of plant phenology to climate change.
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Affiliation(s)
- Nagai Shin
- Earth Surface System Research Center, Research Institute for Global Change, Japan Agency for Marine-Earth Science and Technology (JAMSTEC), Kanazawa-ku, Yokohama, Japan
- River Basin Research Center, Gifu University, Gifu, Japan
- * E-mail:
| | - Taku M. Saitoh
- River Basin Research Center, Gifu University, Gifu, Japan
| | - Kenlo Nishida Nasahara
- Faculty of Life and Environmental Sciences, University of Tsukuba, Tsukuba, Ibaraki, Japan
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Neto-Bradley BM, Whitton J, Lipsen LPJ, Pennell MW. Macroevolutionary history predicts flowering time but not phenological sensitivity to temperature in grasses. AMERICAN JOURNAL OF BOTANY 2021; 108:893-902. [PMID: 33948930 DOI: 10.1002/ajb2.1647] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/08/2020] [Accepted: 12/23/2020] [Indexed: 06/12/2023]
Abstract
PREMISE Long-term observations show that flowering phenology has shifted in many lineages in response to climate change. However, it remains unclear whether these results can be generalized to predict the presence, direction, or magnitude of responses in lineages for which we lack long time-series data. If phenological responses are phylogenetically conserved, we can extrapolate from species for which we have data to predict the responses of close relatives. While several studies have found that closely related species flower at similar times, fewer have evaluated whether phylogenetically proximal species respond to environmental change similarly. METHODS We paired flowering time data from 3161 manually scored herbarium specimens of 72 species of grasses (Poaceae) with historical climate data and analyzed the phylogenetic signal and phylogenetic half-life of phenological sensitivity. We also ran these analyses on a subset of species showing statistically significant sensitivities, in order to assess the role of sampling bias on phylogenetic signal. RESULTS Closely related grass species tend to flower at similar times, but flowering times respond to temperature changes in species-specific ways. We also show that only including species for which there is strong evidence of phenological shifts results in overestimating phylogenetic signal. CONCLUSIONS In agreement with other recent studies, our results suggest caution in extrapolating from evidence of phylogenetic similarity to predicting shared responses in this ecologically relevant trait. Future work is needed to better understand the discrepancy between the phylogenetic signal in observed phenological shifts and absence of such signal in sensitivity.
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Affiliation(s)
- Barbara M Neto-Bradley
- Department of Botany, University of British Columbia, Vancouver, V6T 1Z4, Canada
- Biodiversity Research Centre, University of British Columbia, Vancouver, V6T 1Z4, Canada
| | - Jeannette Whitton
- Department of Botany, University of British Columbia, Vancouver, V6T 1Z4, Canada
- Biodiversity Research Centre, University of British Columbia, Vancouver, V6T 1Z4, Canada
| | - Linda P J Lipsen
- Department of Botany, University of British Columbia, Vancouver, V6T 1Z4, Canada
- UBC Herbarium, University of British Columbia, Vancouver, V6T 1Z4, Canada
| | - Matthew W Pennell
- Biodiversity Research Centre, University of British Columbia, Vancouver, V6T 1Z4, Canada
- Department of Zoology, University of British Columbia, Vancouver, V6T 1Z4, Canada
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