1
|
Buschke FT, Capitani C, Sow EH, Khaemba Y, Kaplin BA, Skowno A, Chiawo D, Hirsch T, Ellwood ER, Clements H, Child MF, Huber PR, von Staden L, Hagenimana T, Killion AK, Mindje M, Mpakairi KS, Raymond M, Matlombe D, Mbeya D, von Hase A. Make global biodiversity information useful to national decision-makers. Nat Ecol Evol 2023; 7:1953-1956. [PMID: 37803167 DOI: 10.1038/s41559-023-02226-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/08/2023]
Affiliation(s)
| | | | - El Hadji Sow
- Centre de Suivi Ecologique (CSE), Observatoire pour la Biodiversité et les Aires Protégées d'Afrique de l'Ouest (OBAPAO), Dakar, Senegal
- Departement de Géographie, l'Université Gaston Berger de Saint-Louis, Saint-Louis, Senegal
| | - Yvonne Khaemba
- Eastern and Southern African Regional Office, International Union for the Conservation of Nature, Nairobi, Kenya
| | - Beth A Kaplin
- Center of Excellence in Biodiversity and Natural Resource Management, University of Rwanda, Kigali, Rwanda
| | - Andrew Skowno
- South African National Biodiversity Institute, Cape Town, South Africa
- Department of Biological Sciences, University of Cape Town, Cape Town, South Africa
| | - David Chiawo
- Centre for Biodiversity Information Development, Strathmore University, Nairobi, Kenya
| | - Tim Hirsch
- Global Biodiversity Information Facility, Copenhagen, Denmark
| | | | - Hayley Clements
- Centre for Sustainability Transitions, Stellenbosch University, Stellenbosch, South Africa
- Helsinki Lab of Interdisciplinary Conservation Science, Department of Geosciences and Geography, University of Helsinki, Helsinki, Finland
| | - Matthew F Child
- South African National Biodiversity Institute, Cape Town, South Africa
| | - Patrick R Huber
- Institute of the Environment, University of California Davis, Davis, CA, USA
| | - Lize von Staden
- South African National Biodiversity Institute, Pretoria, South Africa
| | - Thacien Hagenimana
- Center of Excellence in Biodiversity and Natural Resource Management, University of Rwanda, Kigali, Rwanda
| | - Alexander K Killion
- Center for Biodiversity and Global Change, Yale University, New Haven, CT, USA
| | - Mapendo Mindje
- Center of Excellence in Biodiversity and Natural Resource Management, University of Rwanda, Kigali, Rwanda
| | | | | | | | - Dickson Mbeya
- Malawi University of Science and Technology, Thyolo, Malawi
| | - Amrei von Hase
- Wildlife Conservation Society COMBO+, Cape Town, South Africa
| |
Collapse
|
2
|
Primack RB, Gallinat AS, Ellwood ER, Crimmins TM, Schwartz MD, Staudinger MD, Miller-Rushing AJ. Ten best practices for effective phenological research. Int J Biometeorol 2023; 67:1509-1522. [PMID: 37507579 PMCID: PMC10457241 DOI: 10.1007/s00484-023-02502-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Revised: 05/19/2023] [Accepted: 06/02/2023] [Indexed: 07/30/2023]
Abstract
The number and diversity of phenological studies has increased rapidly in recent years. Innovative experiments, field studies, citizen science projects, and analyses of newly available historical data are contributing insights that advance our understanding of ecological and evolutionary responses to the environment, particularly climate change. However, many phenological data sets have peculiarities that are not immediately obvious and can lead to mistakes in analyses and interpretation of results. This paper aims to help researchers, especially those new to the field of phenology, understand challenges and practices that are crucial for effective studies. For example, researchers may fail to account for sampling biases in phenological data, struggle to choose or design a volunteer data collection strategy that adequately fits their project's needs, or combine data sets in inappropriate ways. We describe ten best practices for designing studies of plant and animal phenology, evaluating data quality, and analyzing data. Practices include accounting for common biases in data, using effective citizen or community science methods, and employing appropriate data when investigating phenological mismatches. We present these best practices to help researchers entering the field take full advantage of the wealth of available data and approaches to advance our understanding of phenology and its implications for ecology.
Collapse
Affiliation(s)
| | - Amanda S Gallinat
- Department of Geography, University of Wisconsin-Milwaukee, Milwaukee, WI, USA
- Department of Environmental Studies, Colby College, Waterville, ME, USA
| | - Elizabeth R Ellwood
- iDigBio, Florida Museum of Natural History, University of Florida, Gainesville, FL, USA
- Natural Museum of Los Angeles County, Los Angeles, CA, USA
| | - Theresa M Crimmins
- USA National Phenology Network, School of Natural Resources and the Environment, University of Arizona, Tucson, AZ, USA
| | - Mark D Schwartz
- Department of Geography, University of Wisconsin-Milwaukee, Milwaukee, WI, USA
| | - Michelle D Staudinger
- Department of the Interior, Northeast Climate Adaptation Science Center, US Geological Survey, Amherst, MA, USA
| | | |
Collapse
|
3
|
Ellwood ER, Pauly GB, Ahn J, Golembiewski K, Higgins LM, Ordeñana MA, von Konrat M. Citizen science needs a name change. Trends Ecol Evol 2023; 38:485-489. [PMID: 37088666 DOI: 10.1016/j.tree.2023.03.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Revised: 02/23/2023] [Accepted: 03/07/2023] [Indexed: 04/25/2023]
Abstract
Amidst attention towards improving equality, inclusivity, and diversity, citizen science is woefully anachronistic in its name. There is a critical need for this field to distance itself from the exclusionary nature of the term 'citizen'. We provide reasoning for abandoning this term and an outline for adopting a new name.
Collapse
Affiliation(s)
- Elizabeth R Ellwood
- Natural History Museum of Los Angeles County, Los Angeles, CA, USA; iDigBio, University of Florida, Gainesville, FL, USA.
| | - Gregory B Pauly
- Urban Nature Research Center and Department of Herpetology, Natural History Museum of Los Angeles County, Los Angeles, CA, USA.
| | - June Ahn
- Field Museum of Natural History, Chicago, IL, USA
| | - Kate Golembiewski
- Communications Department, Field Museum of Natural History, Chicago, IL, USA
| | - Lila M Higgins
- Urban Nature Research Center and Community Science Office, Natural History Museum of Los Angeles County, Los Angeles, CA, USA
| | - Miguel A Ordeñana
- Urban Nature Research Center and Community Science Office, Natural History Museum of Los Angeles County, Los Angeles, CA, USA
| | - Matt von Konrat
- Gantz Family Collections Center, Field Museum of Natural History, Chicago, IL, USA
| |
Collapse
|
4
|
Stemkovski M, Bell JR, Ellwood ER, Inouye BD, Kobori H, Lee SD, Lloyd-Evans T, Primack RB, Templ B, Pearse WD. Disorder or a new order: How climate change affects phenological variability. Ecology 2023; 104:e3846. [PMID: 36199230 DOI: 10.1002/ecy.3846] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Revised: 05/12/2022] [Accepted: 06/30/2022] [Indexed: 02/01/2023]
Abstract
Advancing spring phenology is a well documented consequence of anthropogenic climate change, but it is not well understood how climate change will affect the variability of phenology year to year. Species' phenological timings reflect the adaptation to a broad suite of abiotic needs (e.g., thermal energy) and biotic interactions (e.g., predation and pollination), and changes in patterns of variability may disrupt those adaptations and interactions. Here, we present a geographically and taxonomically broad analysis of phenological shifts, temperature sensitivity, and changes in interannual variability encompassing nearly 10,000 long-term phenology time series representing more than 1000 species across much of the Northern Hemisphere. We show that the timings of leaf-out, flowering, insect first-occurrence, and bird arrival were the most sensitive to temperature variation and have advanced at the fastest pace for early-season species in colder and less seasonal regions. We did not find evidence for changing variability in warmer years in any phenophase groups, although leaf-out and flower phenology have become moderately but significantly less variable over time. Our findings suggest that climate change has not to this point fundamentally altered the patterns of interannual phenological variability.
Collapse
Affiliation(s)
- Michael Stemkovski
- Department of Biology & Ecology Center, Utah State University, Logan, Utah, USA.,Rocky Mountain Biological Laboratory, Crested Butte, Colorado, USA
| | | | - Elizabeth R Ellwood
- Natural History Museum of Los Angeles County, Los Angeles, California, USA.,iDigBio, Florida Museum of Natural History, University of Florida, Gainesville, Florida, USA
| | - Brian D Inouye
- Rocky Mountain Biological Laboratory, Crested Butte, Colorado, USA.,Department of Biological Science, Florida State University, Tallahassee, Florida, USA
| | | | - Sang Don Lee
- Department of Environmental Science and Engineering, Ewha Womans University, Seoul, Republic of Korea
| | | | - Richard B Primack
- Department of Biology, Boston University, Boston, Massachusetts, USA
| | | | - William D Pearse
- Department of Biology & Ecology Center, Utah State University, Logan, Utah, USA.,Department of Life Sciences, Imperial College London, Berkshire, UK
| |
Collapse
|
5
|
Miller-Rushing AJ, Ellwood ER, Crimmins TM, Gallinat AS, Phillips M, Sandler RL, Primack RB. Conservation ethics in the time of the pandemic: Does increasing remote access advance social justice? Biol Conserv 2022; 276:109788. [PMID: 36408461 PMCID: PMC9643013 DOI: 10.1016/j.biocon.2022.109788] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Revised: 10/12/2022] [Accepted: 10/21/2022] [Indexed: 06/16/2023]
Abstract
The COVID-19 pandemic is stimulating improvements in remote access and use of technology in conservation-related programs and research. In many cases, organizations have intended for remote engagement to benefit groups that have been marginalized in the sciences. But are they? It is important to consider how remote access affects social justice in conservation biology-i.e., the principle that all people should be equally respected and valued in conservation organizations, programs, projects, and practices. To support such consideration, we describe a typology of justice-oriented principles that can be used to examine social justice in a range of conservation activities. We apply this typology to three conservation areas: (1) remote access to US national park educational programs and data; (2) digitization of natural history specimens and their use in conservation research; and (3) remote engagement in conservation-oriented citizen science. We then address the questions: Which justice-oriented principles are salient in which conservation contexts or activities? How can those principles be best realized in those contexts or activities? In each of the three areas we examined, remote access increased participation, but access and benefits were not equally distributed and unanticipated consequences have not been adequately addressed. We identify steps that can and are being taken to advance social justice in conservation, such as assessing programs to determine if they are achieving their stated social justice-oriented aims and revising initiatives as needed. The framework that we present could be used to assess the social justice dimensions of many conservation programs, institutions, practices, and policies.
Collapse
Affiliation(s)
| | - Elizabeth R Ellwood
- iDigBio, Florida Museum of Natural History, University of Florida, Gainesville, FL, USA
- Natural History Museum of Los Angeles County, Los Angeles, CA, USA
| | - Theresa M Crimmins
- USA National Phenology Network, School of Natural Resources and the Environment, University of Arizona, Tucson, AZ, USA
| | - Amanda S Gallinat
- Department of Geography, University of Wisconsin-Milwaukee, Milwaukee, WI, USA
| | - Molly Phillips
- iDigBio, Florida Museum of Natural History, University of Florida, Gainesville, FL, USA
| | - Ronald L Sandler
- Department of Philosophy and Religion, Northeastern University, Boston, MA, USA
| | | |
Collapse
|
6
|
Mychajliw AM, Ellwood ER, Alagona PS, Anderson RS, Balisi MA, Biber E, Brown JL, George J, Hendy AJW, Higgins L, Hofman CA, Leger A, Ordeñana MA, Pauly GB, Putman BJ, Randall JM, Riley SPD, Shultz AJ, Stegner MA, Wake TA, Lindsey EL. Lessons for conservation from beneath the pavement. Conserv Biol 2022; 36:e13983. [PMID: 36069058 DOI: 10.1111/cobi.13983] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/12/2021] [Revised: 05/25/2022] [Accepted: 06/10/2022] [Indexed: 06/15/2023]
Affiliation(s)
- Alexis M Mychajliw
- La Brea Tar Pits & Museum, Los Angeles, California, USA
- Department of Biology and Environmental Studies Program, Middlebury College, Middlebury, Vermont, USA
| | - Elizabeth R Ellwood
- La Brea Tar Pits & Museum, Los Angeles, California, USA
- iDigBio, Florida Museum of Natural History, University of Florida, Gainesville, Florida, USA
| | - Peter S Alagona
- Environmental Studies Program, University of California, Santa Barbara, Santa Barbara, California, USA
| | - R Scott Anderson
- School of Earth and Sustainability, Northern Arizona University, Flagstaff, Arizona, USA
| | - Mairin A Balisi
- La Brea Tar Pits & Museum, Los Angeles, California, USA
- Department of Life and Environmental Sciences, University of California, Merced, Merced, California, USA
- Raymond M. Alf Museum of Paleontology, The Webb Schools, Claremont, California, USA
| | - Eric Biber
- School of Law, University of California, Berkeley, Berkeley, California, USA
| | - Justin L Brown
- National Park Service, Santa Monica Mountains National Recreation Area, Thousand Oaks, California, USA
| | - Jessie George
- Department of Geography, University of California, Los Angeles, Los Angeles, California, USA
| | - Austin J W Hendy
- Department of Invertebrate Paleontology, Natural History Museum of Los Angeles County, Los Angeles, California, USA
| | - Lila Higgins
- Community Science Program, Natural History Museum of Los Angeles County, Los Angeles, California, USA
- Urban Nature Research Center, Natural History Museum of Los Angeles County, Los Angeles, California, USA
| | - Courtney A Hofman
- Department of Anthropology, University of Oklahoma, Norman, Oklahoma, USA
- Laboratories of Molecular Anthropology & Microbiome Research, University of Oklahoma, Norman, Oklahoma, USA
| | - Ashley Leger
- Cogstone Resource Management, Orange, California, USA
| | - Miguel A Ordeñana
- Community Science Program, Natural History Museum of Los Angeles County, Los Angeles, California, USA
- Urban Nature Research Center, Natural History Museum of Los Angeles County, Los Angeles, California, USA
| | - Gregory B Pauly
- Urban Nature Research Center, Natural History Museum of Los Angeles County, Los Angeles, California, USA
- Department of Herpetology, Natural History Museum of Los Angeles County, Los Angeles, California, USA
| | - Breanna J Putman
- Urban Nature Research Center, Natural History Museum of Los Angeles County, Los Angeles, California, USA
- Department of Biology, California State University, San Bernardino, California, USA
| | - John M Randall
- The Nature Conservancy, California Chapter, San Diego, California, USA
| | - Seth P D Riley
- National Park Service, Santa Monica Mountains National Recreation Area, Thousand Oaks, California, USA
- Department of Ecology and Evolutionary Biology, University of California, Los Angeles, Los Angeles, California, USA
| | - Allison J Shultz
- Department of Ornithology, Natural History Museum of Los Angeles County, Los Angeles, California, USA
| | - M Allison Stegner
- Jasper Ridge Biological Preserve, Stanford University, California, USA
- Department of Biology, Stanford University, Stanford, California, USA
| | - Thomas A Wake
- The Cotsen Institute of Archaeology, University of California, Los Angeles, Los Angeles, California, USA
- Department of Anthropology, University of California, Los Angeles, Los Angeles, California, USA
| | - Emily L Lindsey
- La Brea Tar Pits & Museum, Los Angeles, California, USA
- Institute of the Environment and Sustainability, University of California, Los Angeles, Los Angeles, California, USA
- Department of Earth Sciences, University of Southern California, Los Angeles, California, USA
| |
Collapse
|
7
|
Hardisty AR, Ellwood ER, Nelson G, Zimkus B, Buschbom J, Addink W, Rabeler RK, Bates J, Bentley A, Fortes JAB, Hansen S, Macklin JA, Mast AR, Miller JT, Monfils AK, Paul DL, Wallis E, Webster M. Digital Extended Specimens: Enabling an Extensible Network of Biodiversity Data Records as Integrated Digital Objects on the Internet. Bioscience 2022; 72:978-987. [PMID: 36196222 PMCID: PMC9525127 DOI: 10.1093/biosci/biac060] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
The early twenty-first century has witnessed massive expansions in availability and accessibility of digital data in virtually all domains of the biodiversity sciences. Led by an array of asynchronous digitization activities spanning ecological, environmental, climatological, and biological collections data, these initiatives have resulted in a plethora of mostly disconnected and siloed data, leaving to researchers the tedious and time-consuming manual task of finding and connecting them in usable ways, integrating them into coherent data sets, and making them interoperable. The focus to date has been on elevating analog and physical records to digital replicas in local databases prior to elevating them to ever-growing aggregations of essentially disconnected discipline-specific information. In the present article, we propose a new interconnected network of digital objects on the Internet—the Digital Extended Specimen (DES) network—that transcends existing aggregator technology, augments the DES with third-party data through machine algorithms, and provides a platform for more efficient research and robust interdisciplinary discovery.
Collapse
Affiliation(s)
| | | | - Gil Nelson
- Florida Museum of Natural History , Gainesville, Florida, United States
| | - Breda Zimkus
- Museum of Comparative Zoology , Cambridge, Massachusetts, United States
| | | | | | - Richard K Rabeler
- University of Michigan Herbarium , Ann Arbor, Michigan, United States
| | - John Bates
- Field Museum of Natural History , Chicago, Illinois, United States
| | - Andrew Bentley
- Biodiversity Institute, University of Kansas , Lawrence, Kansas, United States
| | | | - Sara Hansen
- Central Michigan University Herbarium, Central Michigan University , Mt. Pleasant, Michigan, United States
| | | | - Austin R Mast
- Department of Biological Science, Florida State University , Tallahassee, Florida, United States
| | - Joseph T Miller
- Global Biodiversity Information Facility Secretariat , Copenhagen, Denmark
| | - Anna K Monfils
- Central Michigan University Herbarium, Central Michigan University , Mt. Pleasant, Michigan, United States
| | - Deborah L Paul
- University of Illinois Urbana Champaign , Champaign, Illinois, United States
| | - Elycia Wallis
- Atlas of Living Australia, CSIRO , Melbourne, Australia
| | - Michael Webster
- Macaulay Library, Cornell Lab of Ornithology , Ithaca, New York, United States
| |
Collapse
|
8
|
Ellwood ER, Gallinat AS, McDonough Mackenzie C, Miller T, Miller‐Rushing A, Polgar C, Primack RB. Plant and bird phenology and plant occurrence from 1851 to 2020 (non‐continuous) in Thoreau's Concord, Massachusetts. Ecology 2022; 103:e3646. [DOI: 10.1002/ecy.3646] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/27/2021] [Revised: 11/09/2021] [Accepted: 11/10/2021] [Indexed: 11/06/2022]
Affiliation(s)
| | - Amanda S. Gallinat
- Department of Geography University of Wisconsin‐Milwaukee Milwaukee Wisconsin USA
| | | | - Tara Miller
- Biology Department Boston University Boston Massachusetts USA
| | | | - Caroline Polgar
- Biology Department Boston University Boston Massachusetts USA
| | | |
Collapse
|
9
|
Gallinat AS, Ellwood ER, Heberling JM, Miller-Rushing AJ, Pearse WD, Primack RB. Macrophenology: insights into the broad-scale patterns, drivers, and consequences of phenology. Am J Bot 2021; 108:2112-2126. [PMID: 34755895 DOI: 10.1002/ajb2.1793] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Revised: 09/01/2021] [Accepted: 09/01/2021] [Indexed: 06/13/2023]
Abstract
Plant phenology research has surged in recent decades, in part due to interest in phenological sensitivity to climate change and the vital role phenology plays in ecology. Many local-scale studies have generated important findings regarding the physiology, responses, and risks associated with shifts in plant phenology. By comparison, our understanding of regional- and global-scale phenology has been largely limited to remote sensing of green-up without the ability to differentiate among plant species. However, a new generation of analytical tools and data sources-including enhanced remote sensing products, digitized herbarium specimen data, and public participation in science-now permits investigating patterns and drivers of phenology across extensive taxonomic, temporal, and spatial scales, in an emerging field that we call macrophenology. Recent studies have highlighted how phenology affects dynamics at broad scales, including species interactions and ranges, carbon fluxes, and climate. At the cusp of this developing field of study, we review the theoretical and practical advances in four primary areas of plant macrophenology: (1) global patterns and shifts in plant phenology, (2) within-species changes in phenology as they mediate species' range limits and invasions at the regional scale, (3) broad-scale variation in phenology among species leading to ecological mismatches, and (4) interactions between phenology and global ecosystem processes. To stimulate future research, we describe opportunities for macrophenology to address grand challenges in each of these research areas, as well as recently available data sources that enhance and enable macrophenology research.
Collapse
Affiliation(s)
- Amanda S Gallinat
- Department of Geography, University of Wisconsin-Milwaukee, 3210 N Maryland Ave, Milwaukee, WI, 53211, USA
| | - Elizabeth R Ellwood
- iDigBio, Florida Museum of Natural History, University of Florida, Gainesville, FL, 32611, USA
- La Brea Tar Pits and Museum, Natural History Museum of Los Angeles California, Los Angeles, CA, 90036, USA
| | - J Mason Heberling
- Section of Botany, Carnegie Museum of Natural History, Pittsburgh, PA, 15213, USA
| | | | - William D Pearse
- Department of Life Sciences, Imperial College London, Silwood Park Campus, Buckhurst Rd., Ascot, Berkshire, SL5 7PY, UK
| | - Richard B Primack
- Department of Biology, Boston University, 5 Cummington Mall, Boston, MA, 02215, USA
| |
Collapse
|
10
|
Primack RB, Ellwood ER, Gallinat AS, Miller-Rushing AJ. The growing and vital role of botanical gardens in climate change research. New Phytol 2021; 231:917-932. [PMID: 33890323 DOI: 10.1111/nph.17410] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/07/2020] [Accepted: 02/25/2021] [Indexed: 06/12/2023]
Abstract
Botanical gardens make unique contributions to climate change research, conservation, and public engagement. They host unique resources, including diverse collections of plant species growing in natural conditions, historical records, and expert staff, and attract large numbers of visitors and volunteers. Networks of botanical gardens spanning biomes and continents can expand the value of these resources. Over the past decade, research at botanical gardens has advanced our understanding of climate change impacts on plant phenology, physiology, anatomy, and conservation. For example, researchers have utilized botanical garden networks to assess anatomical and functional traits associated with phenological responses to climate change. New methods have enhanced the pace and impact of this research, including phylogenetic and comparative methods, and online databases of herbarium specimens and photographs that allow studies to expand geographically, temporally, and taxonomically in scope. Botanical gardens have grown their community and citizen science programs, informing the public about climate change and monitoring plants more intensively than is possible with garden staff alone. Despite these advances, botanical gardens are still underutilized in climate change research. To address this, we review recent progress and describe promising future directions for research and public engagement at botanical gardens.
Collapse
Affiliation(s)
| | - Elizabeth R Ellwood
- iDigBio, Florida Museum of Natural History, University of Florida, Gainesville, FL, 33430, USA
- La Brea Tar Pits and Museum, Natural History Museum of Los Angeles County, Los Angeles, CA, 90036, USA
| | - Amanda S Gallinat
- Department of Biology and Ecology Center, Utah State University, Logan, UT, 84322, USA
- Department of Geography, University of Wisconsin-Milwaukee, Milwaukee, WI, 53211, USA
| | | |
Collapse
|
11
|
Miller-Rushing AJ, Athearn N, Blackford T, Brigham C, Cohen L, Cole-Will R, Edgar T, Ellwood ER, Fisichelli N, Pritz CF, Gallinat AS, Gibson A, Hubbard A, McLane S, Nydick K, Primack RB, Sachs S, Super PE. COVID-19 pandemic impacts on conservation research, management, and public engagement in US national parks. Biol Conserv 2021; 257:109038. [PMID: 34580547 PMCID: PMC8459301 DOI: 10.1016/j.biocon.2021.109038] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/23/2020] [Revised: 01/30/2021] [Accepted: 02/16/2021] [Indexed: 05/20/2023]
Abstract
The COVID-19 pandemic has disrupted the timing and substance of conservation research, management, and public engagement in protected areas around the world. This disruption is evident in US national parks, which play a key role in protecting natural and cultural resources and providing outdoor experiences for the public. Collectively, US national parks protect 34 million ha, host more than 300 million visits annually, and serve as one of the world's largest informal education organizations. The pandemic has altered park conditions and operations in a variety of ways. Shifts in operational conditions related to safety issues, reduced staffing, and decreased park revenues have forced managers to make difficult trade-offs among competing priorities. Long-term research and monitoring of the health of ecosystems and wildlife populations have been interrupted. Time-sensitive management practices, such as control of invasive plants and restoration of degraded habitat, have been delayed. And public engagement has largely shifted from in-person experiences to virtual engagement through social media and other online interactions. These changes pose challenges for accomplishing important science, management, and public engagement goals, but they also create opportunities for developing more flexible monitoring programs and inclusive methods of public engagement. The COVID-19 pandemic reinforces the need for strategic science, management planning, flexible operations, and online public engagement to help managers address rapid and unpredictable challenges.
Collapse
Affiliation(s)
| | - Nicole Athearn
- Yosemite National Park, National Park Service, Yosemite, CA, USA
| | - Tami Blackford
- Yellowstone National Park, National Park Service, WY, USA
| | - Christy Brigham
- Sequoia and Kings Canyon National Parks, National Park Service, Three Rivers, CA, USA
| | - Laura Cohen
- Acadia National Park, National Park Service, Bar Harbor, ME, USA
| | | | - Todd Edgar
- National Information Services Center, National Park Service, Bar Harbor, ME, USA
| | - Elizabeth R Ellwood
- iDigBio, University of Florida, Gainesville, FL, USA
- La Brea Tar Pits and Museum, Los Angeles, CA, USA
| | | | - Colleen Flanagan Pritz
- Air Resources Division, Natural Resource Stewardship and Science, National Park Service, Lakewood, CO, USA
| | | | - Adam Gibson
- Acadia National Park, National Park Service, Bar Harbor, ME, USA
| | - Andy Hubbard
- Sonoran Desert Inventory and Monitoring Network, National Park Service, Tucson, AZ, USA
| | - Sierra McLane
- Denali National Park and Preserve, National Park Service, AK, USA
| | - Koren Nydick
- Rocky Mountain National Park, Estes Park, CO, USA
| | | | - Susan Sachs
- Great Smoky Mountains National Park, National Park Service, Gatlinburg, TN, USA
| | - Paul E Super
- Great Smoky Mountains National Park, National Park Service, Gatlinburg, TN, USA
| |
Collapse
|
12
|
Pearson KD, Nelson G, Aronson MFJ, Bonnet P, Brenskelle L, Davis CC, Denny EG, Ellwood ER, Goëau H, Heberling JM, Joly A, Lorieul T, Mazer SJ, Meineke EK, Stucky BJ, Sweeney P, White AE, Soltis PS. Machine Learning Using Digitized Herbarium Specimens to Advance Phenological Research. Bioscience 2020; 70:610-620. [PMID: 32665738 PMCID: PMC7340542 DOI: 10.1093/biosci/biaa044] [Citation(s) in RCA: 41] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022] Open
Abstract
Machine learning (ML) has great potential to drive scientific discovery by harvesting data from images of herbarium specimens—preserved plant material curated in natural history collections—but ML techniques have only recently been applied to this rich resource. ML has particularly strong prospects for the study of plant phenological events such as growth and reproduction. As a major indicator of climate change, driver of ecological processes, and critical determinant of plant fitness, plant phenology is an important frontier for the application of ML techniques for science and society. In the present article, we describe a generalized, modular ML workflow for extracting phenological data from images of herbarium specimens, and we discuss the advantages, limitations, and potential future improvements of this workflow. Strategic research and investment in specimen-based ML methods, along with the aggregation of herbarium specimen data, may give rise to a better understanding of life on Earth.
Collapse
Affiliation(s)
- Katelin D Pearson
- California Polytechnic State University, San Luis Obispo, California
| | - Gil Nelson
- Florida Museum of Natural History, Gainesville, Florida
| | - Myla F J Aronson
- Department of Ecology, Evolution, and Natural Resources, Rutgers, the State University of New Jersey, New Brunswick, New Jersey
| | - Pierre Bonnet
- AMAP, the University of Montpellier and with The French Agricultural Research Centre for International Development, Centre National de la Recherche Scientifique, Institut National de la Recherche Agronomique, Institut de Recherche pour le Développement, Botanique et Modélisation de l'Architecture des Plantes et des végétations in Montpellier, France
| | - Laura Brenskelle
- Florida Museum of Natural History, the University of Florida, Gainesville, Florida
| | | | - Ellen G Denny
- US National Phenology Network and with the University of Arizona, Tucson, Arizona
| | - Elizabeth R Ellwood
- Natural History Museum of Los Angeles County, La Brea Tar Pits and Museum, Los Angeles, California
| | - Hervé Goëau
- AMAP, the University of Montpellier and with The French Agricultural Research Centre for International Development, Centre National de la Recherche Scientifique, Institut National de la Recherche Agronomique, Institut de Recherche pour le Développement, Botanique et Modélisation de l'Architecture des Plantes et des végétations in Montpellier, France
| | | | - Alexis Joly
- Inria Sophia-Antipolis, Zenith team, Laboratoire d'Informatique, de Robotique et de Microélectronique de Montpellier (LIRMM), Montpellier, France
| | - Titouan Lorieul
- Inria Sophia-Antipolis, Zenith team, Laboratoire d'Informatique, de Robotique et de Microélectronique de Montpellier (LIRMM), Montpellier, France
| | - Susan J Mazer
- Department of Ecology, Evolution, and Marine Biology, the University of California, Santa Barbara, Santa Barbara, California
| | - Emily K Meineke
- Department of Entomology and Nematology, the University of California, Davis, Davis, California
| | - Brian J Stucky
- Florida Museum of Natural History, the University of Florida, Gainesville, Florida
| | - Patrick Sweeney
- Yale Peabody Museum of Natural History, New Haven, Connecticut
| | - Alexander E White
- Department of Botany and the Data Science Lab, the Smithsonian Institution, Washington, DC
| | - Pamela S Soltis
- Florida Museum of Natural History and with the University of Florida Biodiversity Institute, the University of Florida, Gainesville, Florida
| |
Collapse
|
13
|
Lendemer J, Thiers B, Monfils AK, Zaspel J, Ellwood ER, Bentley A, LeVan K, Bates J, Jennings D, Contreras D, Lagomarsino L, Mabee P, Ford LS, Guralnick R, Gropp RE, Revelez M, Cobb N, Seltmann K, Aime MC. Corrigendum: The Extended Specimen Network: A Strategy to Enhance US Biodiversity Collections, Promote Research and Education. Bioscience 2020; 70:195. [PMID: 32063649 PMCID: PMC7012773 DOI: 10.1093/biosci/biz165] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Affiliation(s)
| | - Barbara Thiers
- Biodiversity Collections Network Advisory Committee.,New York Botanical Garden, Bronx, New York
| | - Anna K Monfils
- Biodiversity Collections Network Advisory Committee.,Central Michigan University, Mt. Pleasant, Michigan
| | - Jennifer Zaspel
- Biodiversity Collections Network Advisory Committee.,Milwaukee Public Museum, Milwaukee, Wisconsin
| | - Elizabeth R Ellwood
- La Brea Tar Pits and Museum, Natural History Museum of Los Angeles County, Los Angeles, California
| | - Andrew Bentley
- Biodiversity Collections Network Advisory Committee.,University of Kansas Natural History Museum, Lawrence, Kansas
| | - Katherine LeVan
- New York Botanical Garden, Bronx, New York.,National Ecological Observatory Network, Boulder, Colorado
| | - John Bates
- Biodiversity Collections Network Advisory Committee.,Integrative Research Center, Field Museum of Natural History, Chicago, Illinois
| | - David Jennings
- Biodiversity Collections Network Advisory Committee.,Florida Museum of Natural History, University of Florida, Gainesville, Florida
| | | | | | - Paula Mabee
- University of South Dakota, Vermillion, South Dakota
| | - Linda S Ford
- Biodiversity Collections Network Advisory Committee.,Museum of Comparative Zoology, Harvard University, Cambridge, Massachusetts
| | - Robert Guralnick
- Florida Museum of Natural History, University of Florida, Gainesville, Florida
| | - Robert E Gropp
- Biodiversity Collections Network Advisory Committee.,American Institute of Biological Sciences, Washington, DC
| | | | - Neil Cobb
- Merriam-Powell Center, Northern Arizona University, Flagstaff, Arizona
| | - Katja Seltmann
- Cheadle Center for Biodiversity and Ecological Restoration, University of California, Santa Barbara
| | - M Catherine Aime
- Purdue University Herbaria, Purdue University, West Lafayette, Indiana
| |
Collapse
|
14
|
Ellwood ER, Sessa JA, Abraham JK, Budden AE, Douglas N, Guralnick R, Krimmel E, Langen T, Linton D, Phillips M, Soltis PS, Studer M, White LD, Williams J, Monfils AK. Biodiversity Science and the Twenty-First Century Workforce. Bioscience 2020; 70:119-121. [PMID: 32063647 PMCID: PMC7012771 DOI: 10.1093/biosci/biz147] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Affiliation(s)
- Elizabeth R Ellwood
- Natural History Museum of Los Angeles County, La Brea Tar Pits, Los Angeles, California.,Contributed equally production of the manuscript
| | - Jocelyn Anne Sessa
- Department of Biodiversity, Earth, and Environmental Science, Academy of Natural Sciences of Drexel University, Philadelphia, Pennsylvania
| | - Joel K Abraham
- Department of Biological Science, California State University, Fullerton
| | - Amber E Budden
- National Center for Ecological Analysis and Synthesis, University of California, Santa Barbara
| | - Natalie Douglas
- Department of Communication Sciences and Disorders, Central Michigan University, Mt. Pleasant
| | - Robert Guralnick
- Florida Museum of Natural History, University of Florida, Gainesville
| | - Erica Krimmel
- Institute for Digital Information and Scientific Communication, Florida State University, Tallahassee
| | - Tom Langen
- Department of Biology, Clarkson University, Potsdam, New York
| | - Debra Linton
- Department of Biology, Central Michigan University, Mt. Pleasant
| | - Molly Phillips
- Florida Museum of Natural History, University of Florida, Gainesville
| | - Pamela S Soltis
- Florida Museum of Natural History, University of Florida, Gainesville
| | - Marie Studer
- Biodiversity education consultant, Stow, Massachusetts
| | - Lisa D White
- Museum of Paleontology, University of California, Berkeley
| | - Jason Williams
- Cold Spring Harbor Laboratory's DNA Learning Center, Cold Spring Harbor, New York
| | - Anna K Monfils
- Department of Biology, Central Michigan University, Mt. Pleasant.,Contributed equally production of the manuscript
| |
Collapse
|
15
|
Lendemer J, Thiers B, Monfils AK, Zaspel J, Ellwood ER, Bentley A, LeVan K, Bates J, Jennings D, Contreras D, Lagomarsino L, Mabee P, Ford LS, Guralnick R, Gropp RE, Revelez M, Cobb N, Seltmann K, Aime MC. The Extended Specimen Network: A Strategy to Enhance US Biodiversity Collections, Promote Research and Education. Bioscience 2019; 70:23-30. [PMID: 31949317 PMCID: PMC6956879 DOI: 10.1093/biosci/biz140] [Citation(s) in RCA: 68] [Impact Index Per Article: 13.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Affiliation(s)
| | - Barbara Thiers
- Biodiversity Collections Network Advisory Committee.,New York Botanical Garden, Bronx, New York
| | - Anna K Monfils
- Biodiversity Collections Network Advisory Committee.,Central Michigan University, Mt. Pleasant, Michigan
| | - Jennifer Zaspel
- Biodiversity Collections Network Advisory Committee.,Milwaukee Public Museum, Milwaukee, Wisconsin
| | - Elizabeth R Ellwood
- La Brea Tar Pits and Museum, Natural History Museum of Los Angeles County, Los Angeles, California
| | - Andrew Bentley
- Biodiversity Collections Network Advisory Committee.,University of Kansas Natural History Museum, Lawrence, Kansas
| | - Katherine LeVan
- New York Botanical Garden, Bronx, New York.,National Ecological Observatory Network, Boulder, Colorado
| | - John Bates
- Biodiversity Collections Network Advisory Committee.,Integrative Research Center, Field Museum of Natural History, Chicago, Illinois
| | - David Jennings
- Biodiversity Collections Network Advisory Committee.,Florida Museum of Natural History, University of Florida, Gainesville, Florida
| | | | | | - Paula Mabee
- University of South Dakota, Vermillion, South Dakota
| | - Linda S Ford
- Biodiversity Collections Network Advisory Committee.,Museum of Comparative Zoology, Harvard University, Cambridge, Massachusetts
| | - Robert Guralnick
- Florida Museum of Natural History, University of Florida, Gainesville, Florida
| | - Robert E Gropp
- Biodiversity Collections Network Advisory Committee.,American Institute of Biological Sciences, Washington, DC
| | | | - Neil Cobb
- Merriam-Powell Center, Northern Arizona University, Flagstaff, Arizona
| | - Katja Seltmann
- Cheadle Center for Biodiversity and Ecological Restoration, University of California, Santa Barbara
| | - M Catherine Aime
- Purdue University Herbaria, Purdue University, West Lafayette, Indiana
| |
Collapse
|
16
|
Ellwood ER, Monfils A, White L, Linton D, Douglas N, Phillips M. Developing a Data-Literate Workforce through BLUE: Biodiversity Literacy in Undergraduate Education. ACTA ACUST UNITED AC 2019. [DOI: 10.3897/biss.3.37339] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
The biodiversity sciences have experienced a rapid mobilization of data that has increased our capacity to investigate large-scale issues of critical importance (e.g., climate change and its impacts, zoonotic disease transmission, sustainable resource management, impacts of invasive species, and biodiversity loss). Several initiatives are underway to aggregate and mobilize these biodiversity, environmental, and ecological data resources (iDigBio, NEON, GBIF, iNaturalist, etc.). This requires a new set of skills for the 21st century biodiversity scientist; who is required to be fluent in integrative fields spanning evolutionary biology, systematics, ecology, geology, and environmental science and possess the quantitative, computational, and data skills to conduct research using large and complex datasets. The biodiversity science community has recognized a need to unite biodiversity and data sciences and improve data literacy in the emerging science workforce. The NSF-funded Biodiversity Literacy in Undergraduate Education (BLUE; biodiversityliteracy.com) is working to bridge a gap between efforts that currently exists to promote data literacy pre-college and professional development for those pursuing careers in biodiversity science. The BLUE network is developing strategies and materials to infuse biodiversity data into the core of the undergraduate science curriculum, facilitating broad-scale adoption of biodiversity data literacy competencies, and improving undergraduate biology training to meet increasing workforce demands in data and biodiversity sciences. The BLUE network has four major goals: 1) Cultivate a diverse and inclusive network of biodiversity researchers, data scientists, and biology educators focused on undergraduate data-centric biodiversity education; 2) build community consensus on core biodiversity data literacy competencies; 3) develop strategies and exemplar materials to guide the integration of biodiversity data literacy competencies into introductory undergraduate biology curricula; and 4) extend the network to engage a broader community of undergraduate educators in biodiversity data literacy efforts.
The BLUE community continues to grow and build new partnerships and initiatives across the biodiversity science community. In year two of the BLUE network we have been focusing efforts building the community, developing and disseminating exemplar educational materials, and defining core biodiversity data literacy skills and competencies. We will present our current and ongoing work and ways in which members of the biodiversity_next community can be involved in shaping the biodiversity science of the future, while addressing the needs of a changing planet.
Collapse
|
17
|
Ellwood ER, Soltis PS, Klein ML. Introduction. Conserv Biol 2019; 33:498-499. [PMID: 30809842 DOI: 10.1111/cobi.13287] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Affiliation(s)
- Elizabeth R Ellwood
- La Brea Tar Pits and Museum, Natural History Museum of Los Angeles County, 5801 Wilshire Blvd, Los Angeles, CA, 90036, U.S.A
| | - Pamela S Soltis
- Florida Museum of Natural History, University of Florida, 1659 Museum Road, Gainesville, FL, 32611, U.S.A
| | - Mary L Klein
- American Institute of Biological Sciences, 1201 New York Avenue NW, Washington, D.C., 20005, U.S.A
| |
Collapse
|
18
|
Ellwood ER, Pearson KD, Nelson G. Emerging frontiers in phenological research. Appl Plant Sci 2019; 7:e01234. [PMCID: PMC6426156 DOI: 10.1002/aps3.1234] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/28/2019] [Accepted: 03/01/2019] [Indexed: 06/10/2023]
Affiliation(s)
| | - Katelin D. Pearson
- California Polytechnic University1 Grand AvenueSan Luis ObispoCalifornia93405USA
| | - Gil Nelson
- iDigBioFlorida Museum of Natural HistoryGainesvilleFlorida32611USA
| |
Collapse
|
19
|
Lorieul T, Pearson KD, Ellwood ER, Goëau H, Molino J, Sweeney PW, Yost JM, Sachs J, Mata‐Montero E, Nelson G, Soltis PS, Bonnet P, Joly A. Toward a large-scale and deep phenological stage annotation of herbarium specimens: Case studies from temperate, tropical, and equatorial floras. Appl Plant Sci 2019; 7:e01233. [PMID: 30937225 PMCID: PMC6426157 DOI: 10.1002/aps3.1233] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/07/2018] [Accepted: 01/28/2019] [Indexed: 05/20/2023]
Abstract
PREMISE OF THE STUDY Phenological annotation models computed on large-scale herbarium data sets were developed and tested in this study. METHODS Herbarium specimens represent a significant resource with which to study plant phenology. Nevertheless, phenological annotation of herbarium specimens is time-consuming, requires substantial human investment, and is difficult to mobilize at large taxonomic scales. We created and evaluated new methods based on deep learning techniques to automate annotation of phenological stages and tested these methods on four herbarium data sets representing temperate, tropical, and equatorial American floras. RESULTS Deep learning allowed correct detection of fertile material with an accuracy of 96.3%. Accuracy was slightly decreased for finer-scale information (84.3% for flower and 80.5% for fruit detection). DISCUSSION The method described has the potential to allow fine-grained phenological annotation of herbarium specimens at large ecological scales. Deeper investigation regarding the taxonomic scalability of this approach is needed.
Collapse
Affiliation(s)
- Titouan Lorieul
- University of MontpellierMontpellierCEDEX 5France
- Institut national de recherche en informatique et en automatique (INRIA) Sophia‐Antipolis, ZENITH team, Laboratory of InformaticsRobotics and Microelectronics–Joint Research Unit, 34095MontpellierCEDEX 5France
| | - Katelin D. Pearson
- Department of Biological ScienceFlorida State University319 Stadium DriveTallahasseeFlorida32306USA
| | - Elizabeth R. Ellwood
- La Brea Tar Pits and MuseumNatural History Museum of Los Angeles County5801 Wilshire BoulevardLos AngelesCalifornia90036USA
| | - Hervé Goëau
- AMAPUniversité de MontpellierCIRAD, CNRS, INRA, IRDMontpellierFrance
- CIRAD, UMR AMAPMontpellierFrance
| | | | - Patrick W. Sweeney
- Division of BotanyPeabody Museum of Natural HistoryYale UniversityP.O. Box 208118New HavenConnecticut06520USA
| | - Jennifer M. Yost
- Department of Biological SciencesCalifornia Polytechnic State University1 Grand AvenueSan Luis ObispoCalifornia93407USA
| | - Joel Sachs
- Agriculture and Agri‐Food CanadaOttawaCanada
| | | | - Gil Nelson
- iDigBioFlorida State UniversityTallahasseeFlorida32306USA
| | - Pamela S. Soltis
- Florida Museum of Natural HistoryUniversity of FloridaGainesvilleFlorida32611USA
| | - Pierre Bonnet
- AMAPUniversité de MontpellierCIRAD, CNRS, INRA, IRDMontpellierFrance
- CIRAD, UMR AMAPMontpellierFrance
| | - Alexis Joly
- Institut national de recherche en informatique et en automatique (INRIA) Sophia‐Antipolis, ZENITH team, Laboratory of InformaticsRobotics and Microelectronics–Joint Research Unit, 34095MontpellierCEDEX 5France
| |
Collapse
|
20
|
Ellwood ER, Primack RB, Willis CG, HilleRisLambers J. Phenology models using herbarium specimens are only slightly improved by using finer-scale stages of reproduction. Appl Plant Sci 2019; 7:e01225. [PMID: 30937218 PMCID: PMC6426165 DOI: 10.1002/aps3.1225] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/01/2018] [Accepted: 11/02/2018] [Indexed: 05/22/2023]
Abstract
PREMISE OF THE STUDY Herbarium specimens are increasingly used to study reproductive phenology. Here, we ask whether classifying reproduction into progressively finer-scale stages improves our understanding of the relationship between climate and reproductive phenology. METHODS We evaluated Acer rubrum herbarium specimens across eastern North America, classifying them into eight reproductive phenophases and four stages of leaf development. We fit models with different reproductive phenology categorization schemes (from detailed to broad) and compared model fits and coefficients describing temperature, elevation, and year effects. We fit similar models to leaf phenology data to compare reproductive to leafing phenology. RESULTS Finer-scale reproductive phenophases improved model fits and provided more precise estimates of reproductive phenology. However, models with fewer reproductive phenophases led to similar qualitative conclusions, demonstrating that A. rubrum reproduces earlier in warmer locations, lower elevations, and in recent years, as well as that leafing phenology is less strongly influenced by temperature than is reproductive phenology. DISCUSSION Our study suggests that detailed information on reproductive phenology provides a fuller understanding of potential climate change effects on flowering, fruiting, and leaf-out. However, classification schemes with fewer reproductive phenophases provided many similar insights and may be preferable in cases where resources are limited.
Collapse
Affiliation(s)
- Elizabeth R. Ellwood
- La Brea Tar Pits and MuseumNatural History Museum of Los Angeles County5801 Wilshire BoulevardLos AngelesCalifornia90036USA
| | - Richard B. Primack
- Biology DepartmentBoston University5 Cummington MallBostonMassachusetts02215USA
| | - Charles G. Willis
- Department of Organismic and Evolutionary Biology and Harvard University HerbariaHarvard UniversityCambridgeMassachusetts02138USA
- Department of Biology Teaching and LearningUniversity of MinnesotaMinneapolisMinnesota55455USA
| | | |
Collapse
|
21
|
Mast AR, Ellwood ER. Scaling up public engagement in botanical research. Am J Bot 2018; 105:628-630. [PMID: 29727466 DOI: 10.1002/ajb2.1075] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/15/2017] [Accepted: 02/27/2018] [Indexed: 06/08/2023]
Affiliation(s)
- Austin R Mast
- Department of Biological Science, Florida State University, 319 Stadium Drive, Tallahassee, FL, 32306, USA
| | - Elizabeth R Ellwood
- La Brea Tar Pits & Museum, Natural History Museum of Los Angeles County, 5801 Wilshire Blvd, Los Angeles, CA, 90036, USA
| |
Collapse
|
22
|
Ellwood ER, Kimberly P, Guralnick R, Flemons P, Love K, Ellis S, Allen JM, Best JH, Carter R, Chagnoux S, Costello R, Denslow MW, Dunckel BA, Ferriter MM, Gilbert EE, Goforth C, Groom Q, Krimmel ER, LaFrance R, Martinec JL, Miller AN, Minnaert-Grote J, Nash T, Oboyski P, Paul DL, Pearson KD, Pentcheff ND, Roberts MA, Seltzer CE, Soltis PS, Stephens R, Sweeney PW, von Konrat M, Wall A, Wetzer R, Zimmerman C, Mast AR. Worldwide Engagement for Digitizing Biocollections (WeDigBio): The Biocollections Community's Citizen-Science Space on the Calendar. Bioscience 2018; 68:112-124. [PMID: 29599548 PMCID: PMC5862351 DOI: 10.1093/biosci/bix143] [Citation(s) in RCA: 43] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
The digitization of biocollections is a critical task with direct implications for the global community who use the data for research and education. Recent innovations to involve citizen scientists in digitization increase awareness of the value of biodiversity specimens; advance science, technology, engineering, and math literacy; and build sustainability for digitization. In support of these activities, we launched the first global citizen-science event focused on the digitization of biodiversity specimens: Worldwide Engagement for Digitizing Biocollections (WeDigBio). During the inaugural 2015 event, 21 sites hosted events where citizen scientists transcribed specimen labels via online platforms (DigiVol, Les Herbonautes, Notes from Nature, the Smithsonian Institution's Transcription Center, and Symbiota). Many citizen scientists also contributed off-site. In total, thousands of citizen scientists around the world completed over 50,000 transcription tasks. Here, we present the process of organizing an international citizen-science event, an analysis of the event's effectiveness, and future directions—content now foundational to the growing WeDigBio event.
Collapse
Affiliation(s)
- Elizabeth R Ellwood
- La Brea Tar Pits & Museum, in Los Angeles, California, and was with the Department of Biological Science at Florida State University, in Tallahassee
| | - Paul Kimberly
- Smithsonian Institution, National Museum of Natural History, in Washington, DC
| | - Robert Guralnick
- Florida Museum of Natural History at the University of Florida, in Gainesville
| | | | - Kevin Love
- Florida Museum of Natural History at the University of Florida, in Gainesville
| | - Shari Ellis
- Florida Museum of Natural History at the University of Florida, in Gainesville
| | - Julie M Allen
- Florida Museum of Natural History at the University of Florida, in Gainesville
| | - Jason H Best
- Botanical Research Institute of Texas, in Fort Worth
| | - Richard Carter
- Biology Department at Valdosta State University, in Georgia
| | | | - Robert Costello
- Smithsonian Institution, National Museum of Natural History, in Washington, DC
| | - Michael W Denslow
- Florida Museum of Natural History at the University of Florida, in Gainesville, and the Department of Biology at Appalachian State University, in Boone, North Carolina
| | - Betty A Dunckel
- Florida Museum of Natural History at the University of Florida, in Gainesville
| | - Meghan M Ferriter
- Smithsonian Institution Transcription Center at the Smithsonian Institution Office of the Chief Information Officer, in Washington, DC
| | | | | | | | - Erica R Krimmel
- Department of Biology at The Chicago Academy of Sciences and the Peggy Notebaert Nature Museum, in Chicago, Illinois
| | - Raphael LaFrance
- Florida Museum of Natural History at the University of Florida, in Gainesville
| | - Joann Lacey Martinec
- Gantz Family Collections Center, Science and Education, at The Field Museum, in Chicago, Illinois
| | - Andrew N Miller
- Illinois Natural History Survey at the University of Illinois Urbana-Champaign
| | | | | | - Peter Oboyski
- Essig Museum of Entomology at the University of California, in Berkeley
| | - Deborah L Paul
- Institute for Digital Information and Scientific Communication at Florida State University, in Tallahassee
| | - Katelin D Pearson
- Department of Biological Science at Florida State University, in Tallahassee
| | - N Dean Pentcheff
- Research and Collections at the Natural History Museum of Los Angeles County
| | - Mari A Roberts
- William and Lynda Steere Herbarium at the New York Botanical Garden
| | | | - Pamela S Soltis
- Florida Museum of Natural History at the University of Florida, in Gainesville
| | | | - Patrick W Sweeney
- Yale Peabody Museum of Natural History at Yale University, in New Haven, Connecticut
| | - Matt von Konrat
- Gantz Family Collections Center, Science and Education, at The Field Museum, in Chicago, Illinois
| | - Adam Wall
- Research and Collections at the Natural History Museum of Los Angeles County
| | - Regina Wetzer
- Research and Collections at the Natural History Museum of Los Angeles County
| | | | - Austin R Mast
- Department of Biological Science at Florida State University, in Tallahassee
| |
Collapse
|
23
|
Yost JM, Sweeney PW, Gilbert E, Nelson G, Guralnick R, Gallinat AS, Ellwood ER, Rossington N, Willis CG, Blum SD, Walls RL, Haston EM, Denslow MW, Zohner CM, Morris AB, Stucky BJ, Carter JR, Baxter DG, Bolmgren K, Denny EG, Dean E, Pearson KD, Davis CC, Mishler BD, Soltis PS, Mazer SJ. Digitization protocol for scoring reproductive phenology from herbarium specimens of seed plants. Appl Plant Sci 2018; 6:e1022. [PMID: 29732253 PMCID: PMC5851559 DOI: 10.1002/aps3.1022] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/06/2017] [Accepted: 01/02/2018] [Indexed: 05/13/2023]
Abstract
PREMISE OF THE STUDY Herbarium specimens provide a robust record of historical plant phenology (the timing of seasonal events such as flowering or fruiting). However, the difficulty of aggregating phenological data from specimens arises from a lack of standardized scoring methods and definitions for phenological states across the collections community. METHODS AND RESULTS To address this problem, we report on a consensus reached by an iDigBio working group of curators, researchers, and data standards experts regarding an efficient scoring protocol and a data-sharing protocol for reproductive traits available from herbarium specimens of seed plants. The phenological data sets generated can be shared via Darwin Core Archives using the Extended MeasurementOrFact extension. CONCLUSIONS Our hope is that curators and others interested in collecting phenological trait data from specimens will use the recommendations presented here in current and future scoring efforts. New tools for scoring specimens are reviewed.
Collapse
Affiliation(s)
- Jennifer M. Yost
- Department of Biological SciencesCalifornia Polytechnic State University1 Grand AvenueSan Luis ObispoCalifornia93407USA
| | - Patrick W. Sweeney
- Division of BotanyPeabody Museum of Natural HistoryYale UniversityP.O. Box 208118New HavenConnecticut06520USA
| | - Ed Gilbert
- Arizona State UniversitySchool of Life SciencesP.O. Box 874501TempeArizona85287‐4501USA
| | - Gil Nelson
- iDigBioCollege of Communication and InformationFlorida State UniversityTallahasseeFlorida32306USA
| | - Robert Guralnick
- Florida Museum of Natural History and Biodiversity InstituteUniversity of FloridaGainesvilleFlorida32611USA
| | - Amanda S. Gallinat
- Boston UniversityDepartment of Biology5 Cummington MallBostonMassachusets02215USA
| | | | - Natalie Rossington
- Department of Ecology, Evolution and Marine BiologyUniversity of CaliforniaSanta BarbaraCalifornia93106‐9620USA
| | - Charles G. Willis
- Department of Organismic and Evolutionary BiologyHarvard University Herbaria22 Divinity AvenueCambridgeMassachusetts02138USA
- University of MinnesotaDepartment of Biology Teaching and Learning515 Delaware Street SEMinneapolisMinnesota55455USA
| | - Stanley D. Blum
- Biodiversity Information Standards (TDWG)1342 34th AvenueSan FranciscoCalifornia94122USA
| | - Ramona L. Walls
- CyVerseUniversity of Arizona1657 East Helen StreetTucsonArizona85721USA
| | - Elspeth M. Haston
- Royal Botanic Garden Edinburgh20a Inverleith RowEdinburghEH3 5LRUnited Kingdom
| | - Michael W. Denslow
- Florida Museum of Natural History and Biodiversity InstituteUniversity of FloridaGainesvilleFlorida32611USA
- Department of BiologyAppalachian State UniversityBooneNorth Carolina28608USA
| | - Constantin M. Zohner
- Systematic Botany and MycologyDepartment of BiologyMunich University (LMU)80638MunichGermany
| | - Ashley B. Morris
- Department of BiologyMiddle Tennessee State UniversityMurfreesboroTennessee37138USA
| | - Brian J. Stucky
- Florida Museum of Natural History and Biodiversity InstituteUniversity of FloridaGainesvilleFlorida32611USA
| | | | - David G. Baxter
- University and Jepson HerbariaUniversity of California Berkeley1001 Valley Life Sciences BuildingBerkeleyCalifornia94720USA
| | - Kjell Bolmgren
- Swedish University of Agricultural SciencesUnit for Field‐based Forest Research360 30LammhultSweden
| | - Ellen G. Denny
- USA National Phenology NetworkUniversity of ArizonaTucsonArizona85721USA
| | - Ellen Dean
- UC Davis Center for Plant DiversityPlant Sciences M.S. 7, One Shields AvenueDavisCalifornia95616USA
| | - Katelin D. Pearson
- Department of Biological ScienceFlorida State UniversityTallahasseeFlorida32304USA
| | - Charles C. Davis
- Department of Organismic and Evolutionary BiologyHarvard University Herbaria22 Divinity AvenueCambridgeMassachusetts02138USA
| | - Brent D. Mishler
- University and Jepson HerbariaUniversity of California Berkeley1001 Valley Life Sciences BuildingBerkeleyCalifornia94720USA
- Department of Integrative BiologyUniversity of CaliforniaBerkeleyCalifornia94720‐2465USA
| | - Pamela S. Soltis
- Florida Museum of Natural History and Biodiversity InstituteUniversity of FloridaGainesvilleFlorida32611USA
| | - Susan J. Mazer
- Department of Ecology, Evolution and Marine BiologyUniversity of CaliforniaSanta BarbaraCalifornia93106‐9620USA
| |
Collapse
|
24
|
Willis CG, Ellwood ER, Primack RB, Davis CC, Pearson KD, Gallinat AS, Yost JM, Nelson G, Mazer SJ, Rossington NL, Sparks TH, Soltis PS. Old Plants, New Tricks: Phenological Research Using Herbarium Specimens. Trends Ecol Evol 2017; 32:531-546. [DOI: 10.1016/j.tree.2017.03.015] [Citation(s) in RCA: 183] [Impact Index Per Article: 26.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2016] [Revised: 03/07/2017] [Accepted: 03/31/2017] [Indexed: 11/30/2022]
|
25
|
Nelson G, Sweeney P, Wallace LE, Rabeler RK, Allard D, Brown H, Carter JR, Denslow MW, Ellwood ER, Germain-Aubrey CC, Gilbert E, Gillespie E, Goertzen LR, Legler B, Marchant DB, Marsico TD, Morris AB, Murrell Z, Nazaire M, Neefus C, Oberreiter S, Paul D, Ruhfel BR, Sasek T, Shaw J, Soltis PS, Watson K, Weeks A, Mast AR. Digitization workflows for flat sheets and packets of plants, algae, and fungi. Appl Plant Sci 2015; 3:apps1500065. [PMID: 26421256 PMCID: PMC4578381 DOI: 10.3732/apps.1500065] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/08/2015] [Accepted: 07/30/2015] [Indexed: 05/25/2023]
Abstract
Effective workflows are essential components in the digitization of biodiversity specimen collections. To date, no comprehensive, community-vetted workflows have been published for digitizing flat sheets and packets of plants, algae, and fungi, even though latest estimates suggest that only 33% of herbarium specimens have been digitally transcribed, 54% of herbaria use a specimen database, and 24% are imaging specimens. In 2012, iDigBio, the U.S. National Science Foundation's (NSF) coordinating center and national resource for the digitization of public, nonfederal U.S. collections, launched several working groups to address this deficiency. Here, we report the development of 14 workflow modules with 7-36 tasks each. These workflows represent the combined work of approximately 35 curators, directors, and collections managers representing more than 30 herbaria, including 15 NSF-supported plant-related Thematic Collections Networks and collaboratives. The workflows are provided for download as Portable Document Format (PDF) and Microsoft Word files. Customization of these workflows for specific institutional implementation is encouraged.
Collapse
Affiliation(s)
- Gil Nelson
- Integrated Digitized Biocollections (iDigBio), Florida State University, Tallahassee, Florida 32306-2100 USA
| | - Patrick Sweeney
- Peabody Museum of Natural History, Yale University, New Haven, Connecticut, USA
| | - Lisa E. Wallace
- Department of Biological Sciences, Mississippi State University, Mississippi State, Mississippi, USA
| | | | - Dorothy Allard
- Department of Plant Biology, University of Vermont, Burlington, Vermont, USA
| | - Herrick Brown
- Department of Biological Sciences, University of South Carolina, Columbia, South Carolina, USA
| | - J. Richard Carter
- Biology Department, Valdosta State University, Valdosta, Georgia, USA
| | - Michael W. Denslow
- Department of Biology, Appalachian State University, Boone, North Carolina, USA
| | - Elizabeth R. Ellwood
- Department of Biological Science, Florida State University, Tallahassee, Florida, USA
| | | | - Ed Gilbert
- School of Life Sciences, Arizona State University, Tempe, Arizona, USA
| | - Emily Gillespie
- Department of Biological Sciences, Marshall University, Huntington, West Virginia, USA
| | - Leslie R. Goertzen
- Department of Biological Sciences, Auburn University, Auburn, Alabama, USA
| | - Ben Legler
- Burke Museum, University of Washington, Seattle, Washington, USA
| | - D. Blaine Marchant
- Florida Museum of Natural History, University of Florida, Gainesville, Florida, USA
- Department of Biology, University of Florida, Gainesville, Florida, USA
| | - Travis D. Marsico
- Department of Biological Sciences, Arkansas State University, Jonesboro, Arkansas, USA
| | - Ashley B. Morris
- Department of Biology, Middle Tennessee State University, Murfreesboro, Tennessee, USA
| | - Zack Murrell
- Department of Biology, Appalachian State University, Boone, North Carolina, USA
| | - Mare Nazaire
- Rancho Santa Ana Botanic Garden, Claremont, California, USA
| | - Chris Neefus
- Department of Biological Sciences, University of New Hampshire, Durham, New Hampshire, USA
| | - Shanna Oberreiter
- University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Deborah Paul
- Integrated Digitized Biocollections (iDigBio), Florida State University, Tallahassee, Florida 32306-2100 USA
| | - Brad R. Ruhfel
- Department of Biological Sciences, Eastern Kentucky University, Richmond, Kentucky, USA
| | - Thomas Sasek
- Department of Biology, University of Louisiana at Monroe, Monroe, Louisiana, USA
| | - Joey Shaw
- Biological and Environmental Sciences, University of Tennessee, Chattanooga, Tennessee, USA
| | - Pamela S. Soltis
- Florida Museum of Natural History, University of Florida, Gainesville, Florida, USA
| | - Kimberly Watson
- William and Lynda Steere Herbarium, The New York Botanical Garden, Bronx, New York, USA
| | - Andrea Weeks
- Department of Biology and the Ted R. Bradley Herbarium, George Mason University, Fairfax, Virginia, USA
| | - Austin R. Mast
- Department of Biological Science, Florida State University, Tallahassee, Florida, USA
| |
Collapse
|
26
|
Ellwood ER, Dunckel BA, Flemons P, Guralnick R, Nelson G, Newman G, Newman S, Paul D, Riccardi G, Rios N, Seltmann KC, Mast AR. Accelerating the Digitization of Biodiversity Research Specimens through Online Public Participation. Bioscience 2015. [DOI: 10.1093/biosci/biv005] [Citation(s) in RCA: 53] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
|
27
|
Ellwood ER, Playfair SR, Polgar CA, Primack RB. Cranberry flowering times and climate change in southern Massachusetts. Int J Biometeorol 2014; 58:1693-1697. [PMID: 24018848 DOI: 10.1007/s00484-013-0719-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/13/2013] [Revised: 08/06/2013] [Accepted: 08/11/2013] [Indexed: 06/02/2023]
Abstract
Plants in wild and agricultural settings are being affected by the warmer temperatures associated with climate change. Here we examine the degree to which the iconic New England cranberry, Vaccinium macrocarpon, is exhibiting signs of altered flowering phenology. Using contemporary records from commercial cranberry bogs in southeastern Massachusetts in the United States, we found that cranberry plants are responsive to temperature. Flowering is approximately 2 days earlier for each 1 °C increase in May temperature. We also investigated the relationship between cranberry flowering and flight dates of the bog copper, Lycaena epixanthe-a butterfly dependent upon cranberry plants in its larval stage. Cranberry flowering and bog copper emergence were found to be changing disproportionately over time, suggesting a potential ecological mismatch. The pattern of advanced cranberry flowering over time coupled with increased temperature has implications not only for the relationship between cranberry plants and their insect associates but also for agricultural crops in general and for the commercial cranberry industry.
Collapse
|
28
|
Panchen ZA, Primack RB, Nordt B, Ellwood ER, Stevens AD, Renner SS, Willis CG, Fahey R, Whittemore A, Du Y, Davis CC. Leaf out times of temperate woody plants are related to phylogeny, deciduousness, growth habit and wood anatomy. New Phytol 2014; 203:1208-1219. [PMID: 24942252 DOI: 10.1111/nph.12892] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/07/2014] [Accepted: 05/06/2014] [Indexed: 06/03/2023]
Abstract
Leaf out phenology affects a wide variety of ecosystem processes and ecological interactions and will take on added significance as leaf out times increasingly shift in response to warming temperatures associated with climate change. There is, however, relatively little information available on the factors affecting species differences in leaf out phenology. An international team of researchers from eight Northern Hemisphere temperate botanical gardens recorded leaf out dates of c. 1600 woody species in 2011 and 2012. Leaf out dates in woody species differed by as much as 3 months at a single site and exhibited strong phylogenetic and anatomical relationships. On average, angiosperms leafed out earlier than gymnosperms, deciduous species earlier than evergreen species, shrubs earlier than trees, diffuse and semi-ring porous species earlier than ring porous species, and species with smaller diameter xylem vessels earlier than species with larger diameter vessels. The order of species leaf out was generally consistent between years and among sites. As species distribution and abundance shift due to climate change, interspecific differences in leaf out phenology may affect ecosystem processes such as carbon, water, and nutrient cycling. Our open access leaf out data provide a critical framework for monitoring and modelling such changes going forward.
Collapse
Affiliation(s)
- Zoe A Panchen
- Department of Biology, Carleton University, Ottawa, ON, Canada
| | | | - Birgit Nordt
- Botanic Garden and Botanical Museum Berlin-Dahlem, Dahlem Centre of Plant Sciences, Freie Universität Berlin, Berlin, Germany
| | - Elizabeth R Ellwood
- Department of Biological Science, Florida State University, Tallahassee, FL, 32306, USA
| | - Albert-Dieter Stevens
- Botanic Garden and Botanical Museum Berlin-Dahlem, Dahlem Centre of Plant Sciences, Freie Universität Berlin, Berlin, Germany
| | - Susanne S Renner
- Department of Biology, University of Munich (LMU), Munich, Germany
| | - Charles G Willis
- Center for the Environment, Harvard University, Cambridge, MA, 02138, USA
| | | | | | - Yanjun Du
- State Key Laboratory of Vegetation and Environmental Change, Institute of Botany, Chinese Academy of Sciences, Xiangshan, Beijing, China
| | - Charles C Davis
- Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA, 02138, USA
| |
Collapse
|
29
|
Everill PH, Primack RB, Ellwood ER, Melaas EK. Determining past leaf-out times of New England's deciduous forests from herbarium specimens. Am J Bot 2014; 101:1293-300. [PMID: 25156979 DOI: 10.3732/ajb.1400045] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
UNLABELLED • PREMISE OF THE STUDY There is great interest in studying leaf-out times of temperate forests because of the importance of leaf-out in controlling ecosystem processes, especially in the face of a changing climate. Remote sensing and modeling, combined with weather records and field observations, are increasing our knowledge of factors affecting variation in leaf-out times. Herbarium specimens represent a potential new source of information to determine whether the variation in leaf-out times observed in recent decades is comparable to longer time frames over past centuries.• METHODS Here we introduce the use of herbarium specimens as a method for studying long-term changes in leaf-out times of deciduous trees. We collected historical leaf-out data for the years 1834-2008 from common deciduous trees in New England using 1599 dated herbarium specimens with young leaves.• KEY RESULTS We found that leaf-out dates are strongly affected by spring temperature, with trees leafing out 2.70 d earlier for each degree C increase in mean April temperature. For each degree C increase in local temperature, trees leafed out 2.06 d earlier. Additionally, the mean response of leaf-out dates across all species and sites over time was 0.4 d earlier per decade. Our results are of comparable magnitude to results from studies using remote sensing and direct field observations.• CONCLUSIONS Across New England, mean leaf-out dates varied geographically in close correspondence with those observed in studies using satellite data. This study demonstrates that herbarium specimens can be a valuable source of data on past leaf-out times of deciduous trees.
Collapse
Affiliation(s)
- Peter H Everill
- Boston University Department of Biology, 5 Cummington Mall, Boston, Massachusetts 02215 USA
| | - Richard B Primack
- Boston University Department of Biology, 5 Cummington Mall, Boston, Massachusetts 02215 USA
| | - Elizabeth R Ellwood
- Department of Biological Science, Florida State University, Tallahassee, Florida 32306 USA
| | - Eli K Melaas
- Boston University Department of Earth & Environment, 685 Commonwealth Avenue, Room 130, Boston, Massachusetts 02215
| |
Collapse
|
30
|
Abstract
Flowering times are well-documented indicators of the ecological effects of climate change and are linked to numerous ecosystem processes and trophic interactions. Dozens of studies have shown that flowering times for many spring-flowering plants have become earlier as a result of recent climate change, but it is uncertain if flowering times will continue to advance as temperatures rise. Here, we used long-term flowering records initiated by Henry David Thoreau in 1852 and Aldo Leopold in 1935 to investigate this question. Our analyses demonstrate that record-breaking spring temperatures in 2010 and 2012 in Massachusetts, USA, and 2012 in Wisconsin, USA, resulted in the earliest flowering times in recorded history for dozens of spring-flowering plants of the eastern United States. These dramatic advances in spring flowering were successfully predicted by historical relationships between flowering and spring temperature spanning up to 161 years of ecological change. These results demonstrate that numerous temperate plant species have yet to show obvious signs of physiological constraints on phenological advancement in the face of climate change.
Collapse
Affiliation(s)
- Elizabeth R. Ellwood
- Department of Biology, Boston University, Boston, Massachusetts, United States of America
- * E-mail: (ERE); (SAT); (RBP); (CCD)
| | - Stanley A. Temple
- Department of Forest and Wildlife Ecology, University of Wisconsin, Madison, Wisconsin, United States of America
- Aldo Leopold Foundation, Baraboo, Wisconsin, United States of America
- * E-mail: (ERE); (SAT); (RBP); (CCD)
| | - Richard B. Primack
- Department of Biology, Boston University, Boston, Massachusetts, United States of America
- * E-mail: (ERE); (SAT); (RBP); (CCD)
| | - Nina L. Bradley
- Aldo Leopold Foundation, Baraboo, Wisconsin, United States of America
| | - Charles C. Davis
- Department of Organismic and Evolutionary Biology, Harvard University Herbaria, Cambridge, Massachusetts, United States of America
- * E-mail: (ERE); (SAT); (RBP); (CCD)
| |
Collapse
|
31
|
Ellwood ER, Diez JM, Ibáñez I, Primack RB, Kobori H, Higuchi H, Silander JA. Disentangling the paradox of insect phenology: are temporal trends reflecting the response to warming? Oecologia 2011; 168:1161-71. [PMID: 22011843 DOI: 10.1007/s00442-011-2160-4] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2011] [Accepted: 09/29/2011] [Indexed: 10/16/2022]
Abstract
The strength and direction of phenological responses to changes in climate have been shown to vary significantly both among species and among populations of a species, with the overall patterns not fully resolved. Here, we studied the temporal and spatial variability associated with the response of several insect species to recent global warming. We use hierarchical models within a model comparison framework to analyze phenological data gathered over 40 years by the Japan Meteorological Agency on the emergence dates of 14 insect species at sites across Japan. Contrary to what has been predicted with global warming, temporal trends of annual emergence showed a later emergence day for some species and sites over time, even though temperatures are warming. However, when emergence data were analyzed as a function of temperature and precipitation, the overall response pointed out an earlier emergence day with warmer conditions. The apparent contradiction between the response to temperature and trends over time indicates that other factors, such as declining populations, may be affecting the date phenological events are being recorded. Overall, the responses by insects were weaker than those found for plants in previous work over the same time period in these ecosystems, suggesting the potential for ecological mismatches with deleterious effects for both suites of species. And although temperature may be the major driver of species phenology, we should be cautious when analyzing phenological datasets as many other factors may also be contributing to the variability in phenology.
Collapse
|