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Jameel MI, Duncan L, Mooney K, Anderson JT. Herbivory and water availability interact to shape the adaptive landscape in the perennial forb, Boechera stricta. Evolution 2025; 79:557-573. [PMID: 39713890 PMCID: PMC11965616 DOI: 10.1093/evolut/qpae186] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2024] [Revised: 12/11/2024] [Accepted: 12/20/2024] [Indexed: 12/24/2024]
Abstract
Abiotic and biotic factors interact to influence phenotypic evolution; however, identifying the causal agents of selection that drive the evolution and expression of traits remains challenging. In a field common garden, we manipulated water availability and herbivore abundance across 3 years, and evaluated clinal variation in functional traits and phenology, phenotypic plasticity, local adaptation, and selection using diverse accessions of the perennial forb, Boechera stricta. Consistent with expectations, drought stress exacerbated damage from herbivores. We found significant plasticity and genetic clines in foliar and phenological traits. Water availability and herbivory interacted to exert selection, even on traits like flowering duration, which showed no clinal variation. Furthermore, the direction of selection on specific leaf area in response to water availability mirrored the genetic cline and plasticity, suggesting that variation in water levels across the landscape influences the evolution of this trait. Finally, both herbivory and water availability likely contribute to local adaptation. This work emphasizes the additive and synergistic roles of abiotic and biotic factors in shaping phenotypic variation across environmental gradients.
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Affiliation(s)
- M Inam Jameel
- Department of Genetics, University of Georgia, Athens, GA, United States
| | - Lisa Duncan
- Department of Ecology and Evolutionary Biology, University of California, Irvine, CA, United States
| | - Kailen Mooney
- Department of Ecology and Evolutionary Biology, University of California, Irvine, CA, United States
- Rocky Mountain Biological Laboratory, Gothic, CO, United States
| | - Jill T Anderson
- Department of Genetics, University of Georgia, Athens, GA, United States
- Rocky Mountain Biological Laboratory, Gothic, CO, United States
- Odum School of Ecology, University of Georgia, Athens, GA, United States
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2
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Rodelius IB, Iler AM. Does pollination interact with the abiotic environment to affect plant reproduction? ANNALS OF BOTANY 2025; 135:141-152. [PMID: 38864775 PMCID: PMC11805941 DOI: 10.1093/aob/mcae095] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/07/2024] [Accepted: 06/10/2024] [Indexed: 06/13/2024]
Abstract
BACKGROUND AND AIMS Abiotic and biotic components of the environment both limit plant reproduction, but how they interact with one another in combination is less understood. Understanding these interactions is especially relevant because abiotic and biotic environmental components respond differently to various drivers of global change. Here, we aim to understand whether the effects of pollination (biotic component) on plant reproduction depend on soil moisture (abiotic component), two factors known to affect plant reproduction and that are changing with global change. METHODS We conducted pollen supplementation experiments for two plant species, Delphinium nuttallianum and Hydrophyllum fendleri, in subalpine meadows in the Western USA across 4 years that varied in soil moisture. In a separate 1-year field experiment, we crossed water addition with pollen supplementation factorially. We measured the proportion of fruit set, seeds per fruit and seeds per plant, in addition to stomatal conductance, to determine whether plant physiology responded to watering. KEY RESULTS In the 4-year study, only H. fendleri reproduction was pollen limited, and this occurred independently of soil moisture. Experimental water addition significantly increased soil moisture and stomatal conductance for both species. The effect of pollen addition on reproduction depended on the watering treatment only for H. fendleri fruit production. Reproduction in D. nuttallianum was not significantly affected by pollen addition or water addition, but it did respond to interannual variation in soil moisture. CONCLUSIONS Although we found some evidence for the effect of a biotic interaction depending on abiotic conditions, it was only for one aspect of reproduction in one species, and it was in an unexpected direction. Our work highlights interactions between the abiotic and biotic components of the environment as an area of further research for improving our understanding of how plant reproduction responds to global change.
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Affiliation(s)
- Isabella B Rodelius
- Chicago Botanic Garden, Negaunee Institute of Plant Conservation Science and Action, Glencoe, IL 60022, USA
- Rocky Mountain Biological Laboratory, Crested Butte, CO 81224, USA
| | - Amy M Iler
- Chicago Botanic Garden, Negaunee Institute of Plant Conservation Science and Action, Glencoe, IL 60022, USA
- Rocky Mountain Biological Laboratory, Crested Butte, CO 81224, USA
- Northwestern University, Program in Plant Biology and Conservation, Evanston, IL 60208, USA
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3
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Carley LN, Mitchell-Olds T, Morris WF. Increasing Aridity May Threaten the Maintenance of a Plant Defence Polymorphism. Ecol Lett 2025; 28:e70039. [PMID: 39737722 DOI: 10.1111/ele.70039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2024] [Revised: 09/20/2024] [Accepted: 10/07/2024] [Indexed: 01/01/2025]
Abstract
It is unclear how environmental change influences standing genetic variation in wild populations. Here, we characterised environmental conditions that protect versus erode polymorphic chemical defences in Boechera stricta (Brassicaceae), a short-lived perennial wildflower. By manipulating drought and herbivory in a 4-year field experiment, we measured the effects of driver variation on vital rates of genotypes varying in defence chemistry and then assessed interacting driver effects on total fitness (estimated as each genotype's lineage growth rate, λ) using demographic models. Drought and herbivory interacted to shape vital rates, but contrasting defence genotypes had equivalent total fitness in many environments. Defence polymorphism thus may persist under a range of conditions; however, ambient field conditions fall close to the boundary of putatively polymorphic environment space, and increasing aridity may drive populations to monomorphism. Consequently, elevated intensity and/or frequency of drought under climate change may erode genetic variation for defence chemistry in B. stricta.
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Affiliation(s)
- Lauren N Carley
- University Program in Ecology, Duke University, Durham, North Carolina, USA
- Department of Biology, Duke University, Durham, North Carolina, USA
- Rocky Mountain Biological Laboratory, Gothic, Colorado, USA
- Ecology & Evolution Department, University of Chicago, Chicago, Illinois, USA
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4
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Powers JM, Briggs HM, Campbell DR. Natural selection on floral volatiles and other traits can change with snowmelt timing and summer precipitation. THE NEW PHYTOLOGIST 2025; 245:332-346. [PMID: 39329349 PMCID: PMC11617657 DOI: 10.1111/nph.20157] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Accepted: 09/09/2024] [Indexed: 09/28/2024]
Abstract
Climate change is disrupting floral traits that mediate mutualistic and antagonistic species interactions. Plastic responses of these traits to multiple shifting conditions may be adaptive, depending on natural selection in new environments. We manipulated snowmelt date over three seasons (3-11 d earlier) in factorial combination with growing-season precipitation (normal, halved, or doubled) to measure plastic responses of volatile emissions and other floral traits in Ipomopsis aggregata. We quantified how precipitation and early snowmelt affected selection on traits by seed predators and pollinators. Within years, floral emissions did not respond to precipitation treatments but shifted with snowmelt treatment depending on the year. Across 3 yr, emissions correlated with both precipitation and snowmelt date. These effects were driven by changes in soil moisture. Selection on several traits changed with earlier snowmelt or reduced precipitation, in some cases driven by predispersal seed predation. Floral trait plasticity was not generally adaptive. Floral volatile emissions shifted in the face of two effects of climate change, and the new environments modulated selection imposed by interacting species. The complexity of the responses underscores the need for more studies of how climate change will affect floral volatiles and other floral traits.
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Affiliation(s)
- John M. Powers
- Department of Ecology and Evolutionary BiologyUniversity of CaliforniaIrvineCA92697USA
- Rocky Mountain Biological LaboratoryCrested ButteCO81224USA
| | - Heather M. Briggs
- Rocky Mountain Biological LaboratoryCrested ButteCO81224USA
- College of ScienceUniversity of UtahSalt Lake CityUT84102USA
| | - Diane R. Campbell
- Department of Ecology and Evolutionary BiologyUniversity of CaliforniaIrvineCA92697USA
- Rocky Mountain Biological LaboratoryCrested ButteCO81224USA
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5
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Halbritter AH, Vandvik V, Cotner SH, Farfan-Rios W, Maitner BS, Michaletz ST, Oliveras Menor I, Telford RJ, Ccahuana A, Cruz R, Sallo-Bravo J, Santos-Andrade PE, Vilca-Bustamante LL, Castorena M, Chacón-Labella J, Christiansen CT, Duran SM, Egelkraut DD, Gya R, Haugum SV, Seltzer L, Silman MR, Strydom T, Spiegel MP, Barros A, Birkeli K, Boakye M, Chiappero F, Chmurzynski A, Garen JC, Gaudard J, Gauthier TLJ, Geange SR, Gonzales FN, Henn JJ, Hošková K, Isaksen A, Jessup LH, Johnson W, Kusch E, Lepley K, Lift M, Martyn TE, Muñoz Mazon M, Middleton SL, Quinteros Casaverde NL, Navarro J, Zepeda V, Ocampo-Zuleta K, Palomino-Cardenas AC, Pastor Ploskonka S, Pierfederici ME, Pinelli V, Rickenback J, Roos RE, Rui HS, Sanchez Diaz E, Sánchez-Tapia A, Smith A, Urquiaga-Flores E, von Oppen J, Enquist BJ. Plant trait and vegetation data along a 1314 m elevation gradient with fire history in Puna grasslands, Perú. Sci Data 2024; 11:225. [PMID: 38383609 PMCID: PMC10881584 DOI: 10.1038/s41597-024-02980-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Accepted: 01/16/2024] [Indexed: 02/23/2024] Open
Abstract
Alpine grassland vegetation supports globally important biodiversity and ecosystems that are increasingly threatened by climate warming and other environmental changes. Trait-based approaches can support understanding of vegetation responses to global change drivers and consequences for ecosystem functioning. In six sites along a 1314 m elevational gradient in Puna grasslands in the Peruvian Andes, we collected datasets on vascular plant composition, plant functional traits, biomass, ecosystem fluxes, and climate data over three years. The data were collected in the wet and dry season and from plots with different fire histories. We selected traits associated with plant resource use, growth, and life history strategies (leaf area, leaf dry/wet mass, leaf thickness, specific leaf area, leaf dry matter content, leaf C, N, P content, C and N isotopes). The trait dataset contains 3,665 plant records from 145 taxa, 54,036 trait measurements (increasing the trait data coverage of the regional flora by 420%) covering 14 traits and 121 plant taxa (ca. 40% of which have no previous publicly available trait data) across 33 families.
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Affiliation(s)
- Aud H Halbritter
- Department of Biological Sciences, University of Bergen, Bergen, Norway.
- Bjerknes Centre for Climate Research, University of Bergen, Bergen, Norway.
| | - Vigdis Vandvik
- Department of Biological Sciences, University of Bergen, Bergen, Norway.
- Bjerknes Centre for Climate Research, University of Bergen, Bergen, Norway.
| | - Sehoya H Cotner
- Department of Biological Sciences, University of Bergen, Bergen, Norway
| | - William Farfan-Rios
- Department of Biology and Sabin Center for Environment and Sustainability, Wake Forest University, Winston-Salem, NC, USA
| | - Brian S Maitner
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, USA
| | - Sean T Michaletz
- Department of Botany and Biodiversity Research Centre, The University of British Columbia, Vancouver, Canada
| | - Imma Oliveras Menor
- AMAP, Université de Montpellier, Montpellier, France
- School of Geography and the Environment, University of Oxford, Oxford, United Kingdom
| | - Richard J Telford
- Department of Biological Sciences, University of Bergen, Bergen, Norway
| | - Adam Ccahuana
- Universidad Nacional de San Antonio Abad del Cusco, Cusco, Perú
| | - Rudi Cruz
- Universidad Nacional de San Antonio Abad del Cusco, Cusco, Perú
- Department of Biology, University of Copenhagen, Copenhagen, Denmark
| | | | | | | | - Matiss Castorena
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, USA
| | - Julia Chacón-Labella
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, USA
| | | | - Sandra M Duran
- Department of Forest and Rangeland Stewardship, Fort Collins, CO, USA
- Department of Forest and Rangeland Stewardship, Colorado State University, Fort Collins, CO, USA
| | - Dagmar D Egelkraut
- Department of Biological Sciences, University of Bergen, Bergen, Norway
- Bjerknes Centre for Climate Research, University of Bergen, Bergen, Norway
| | - Ragnhild Gya
- Department of Biological Sciences, University of Bergen, Bergen, Norway
- Bjerknes Centre for Climate Research, University of Bergen, Bergen, Norway
| | - Siri Vatsø Haugum
- Department of Biological Sciences, University of Bergen, Bergen, Norway
- Bjerknes Centre for Climate Research, University of Bergen, Bergen, Norway
| | - Lorah Seltzer
- Department of Botany and Biodiversity Research Centre, The University of British Columbia, Vancouver, Canada
| | - Miles R Silman
- Department of Biology and Sabin Center for Environment and Sustainability, Wake Forest University, Winston-Salem, NC, USA
| | - Tanya Strydom
- Département de sciences biologiques, Université de Montréal, Montréal, Canada
| | - Marcus P Spiegel
- School of Geography and the Environment, University of Oxford, Oxford, United Kingdom
| | - Agustina Barros
- Instituto Argentino de Nivología y Glaciología y Ciencias Ambientales, CONICET y Universidad Nacional de Cuyo, Mendoza, Argentina
- School of Geography, Planning, and Spatial Sciences, University of Tasmania, Hobart, Tasmania, Australia
| | - Kristine Birkeli
- Department of Biological Sciences, University of Bergen, Bergen, Norway
| | - Mickey Boakye
- Department of Environmental Science Policy and Management, University of California, Berkeley, CA, USA
| | - Fernanda Chiappero
- Instituto Argentino de Nivología y Glaciología y Ciencias Ambientales, CONICET y Universidad Nacional de Cuyo, Mendoza, Argentina
| | - Adam Chmurzynski
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, USA
| | - Josef C Garen
- Department of Botany and Biodiversity Research Centre, The University of British Columbia, Vancouver, Canada
| | - Joseph Gaudard
- Department of Biological Sciences, University of Bergen, Bergen, Norway
- Bjerknes Centre for Climate Research, University of Bergen, Bergen, Norway
| | - Tasha-Leigh J Gauthier
- Department of Geography & Environmental Management, University of Waterloo, Waterloo Ontario, Canada
| | - Sonya R Geange
- Department of Biological Sciences, University of Bergen, Bergen, Norway
- Bjerknes Centre for Climate Research, University of Bergen, Bergen, Norway
| | - Fiorella N Gonzales
- Departamento de Ecología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Jonathan J Henn
- Institute of Arctic and Alpine Research, University of Colorado Boulder, Boulder, CO, USA
- Department of Biological and Environmental Sciences, University of Gothenburg, Gothenburg, Sweden
| | - Kristýna Hošková
- Department of Botany, Charles University in Prague, Praha, Czech Republic
| | - Anders Isaksen
- Department of Biosciences, University of Oslo, Oslo, Norway
| | - Laura H Jessup
- Department of Forestry and Natural Resources, Purdue University, West Lafayette, IN, USA
| | | | - Erik Kusch
- Department of Biological Sciences, University of Bergen, Bergen, Norway
| | - Kai Lepley
- School of Geography, Development & Environment, University of Arizona, Tucson, AZ, USA
| | - Mackenzie Lift
- School of Biological Sciences, University of Queensland, Queensland, Australia
| | - Trace E Martyn
- School of Biological Sciences, University of Queensland, Queensland, Australia
| | - Miguel Muñoz Mazon
- Faculty of Environmental Sciences and Natural Resource Management, Norwegian University of Life Sciences, Ås, Norway
| | - Sara L Middleton
- Department of Biology, University of Oxford, Oxford, United Kingdom
| | | | - Jocelyn Navarro
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, USA
| | - Verónica Zepeda
- Departamento de Ecología y Recursos Naturales, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - Korina Ocampo-Zuleta
- Programa de Doctorado en Ciencias mención Ecología y Evolución, Universidad Austral de Chile, Santiago, Chile
| | | | - Samuel Pastor Ploskonka
- Department of Earth and Environmental Sciences, Katholieke Universiteit Leuven, Leuven, Belgium
| | - Maria Elisa Pierfederici
- Faculty of Environmental Sciences and Natural Resource Management, Norwegian University of Life Sciences, Ås, Norway
| | - Verónica Pinelli
- Departamento de Ecología y Gestión Ambiental, Universidad de la República, Maldonado, Uruguay
| | - Jess Rickenback
- School of Geosciences, University of Edinburgh, Edinburgh, Scotland
- Tropical Diversity, Royal Botanic Garden Edinburgh, Edinburgh, UK
| | - Ruben E Roos
- Faculty of Environmental Sciences and Natural Resource Management, Norwegian University of Life Sciences, Ås, Norway
- Norwegian Institute for Nature Research, Oslo, Norway
| | - Hilde Stokland Rui
- Faculty of Environmental Sciences and Natural Resource Management, Norwegian University of Life Sciences, Ås, Norway
| | - Eugenia Sanchez Diaz
- Instituto Argentino de Nivología y Glaciología y Ciencias Ambientales, CONICET y Universidad Nacional de Cuyo, Mendoza, Argentina
| | - Andrea Sánchez-Tapia
- Instituto de Pesquisas Jardim Botânico do Rio de Janeiro, Rio de Janeiro, Brazil
| | - Alyssa Smith
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, USA
| | - Erickson Urquiaga-Flores
- Department of Systematic and Evolutionary Botany, University of Zurich, Zurich, Switzerland
- Pontificia Universidad Católica del Peru, Lima, Perú
| | | | - Brian J Enquist
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, USA.
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6
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Li Q, Tietema A, Reinsch S, Schmidt IK, de Dato G, Guidolotti G, Lellei-Kovács E, Kopittke G, Larsen KS. Higher sensitivity of gross primary productivity than ecosystem respiration to experimental drought and warming across six European shrubland ecosystems. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 900:165627. [PMID: 37495128 DOI: 10.1016/j.scitotenv.2023.165627] [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: 03/24/2023] [Revised: 07/13/2023] [Accepted: 07/16/2023] [Indexed: 07/28/2023]
Abstract
Shrubland ecosystems across Europe face a range of threats including the potential impacts of climate change. Within the INCREASE project, six shrubland ecosystems along a European climatic gradient were exposed to ecosystem-level year-round experimental nighttime warming and long-term, repeated growing season droughts. We quantified the ecosystem level CO2 fluxes, i.e. gross primary productivity (GPP), ecosystem respiration (Reco) and net ecosystem exchange (NEE), in control and treatment plots and compared the treatment effects along the Gaussen aridity index. In general, GPP exhibited higher sensitivity to drought and warming than Reco and was found to be the dominant contributor to changes in overall NEE. Across the climate gradient, northern sites were more likely to have neutral to positive responses of NEE, i.e. increased CO2 uptake, to drought and warming partly due to seasonal rewetting. While an earlier investigation across the same sites showed a good cross-site relationship between soil respiration responses to climate over the Gaussen aridity index, the responses of GPP, Reco and NEE showed a more complex response pattern suggesting that site-specific ecosystem traits, such as different growing season periods and plant species composition, affected the overall response pattern of the ecosystem-level CO2 fluxes. We found that the observed response patterns of GPP and Reco rates at the six sites could be explained well by the hypothesized position of each site on site-specific soil moisture response curves of GPP/Reco fluxes. Such relatively simple, site-specific analyses could help improve our ability to explain observed CO2 flux patterns in larger meta-analyses as well as in larger-scale model upscaling exercises and thereby help improve our ability to project changes in ecosystem CO2 fluxes in response to future climate change.
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Affiliation(s)
- Qiaoyan Li
- Department of Geosciences and Natural Resource Management, University of Copenhagen, Denmark.
| | - Albert Tietema
- Institute for Biodiversity and Ecosystem Dynamics, University of Amsterdam, the Netherlands
| | - Sabine Reinsch
- UK Centre for Ecology & Hydrology, Environment Centre Wales, Bangor, United Kingdom
| | - Inger Kappel Schmidt
- Department of Geosciences and Natural Resource Management, University of Copenhagen, Denmark
| | - Giovanbattista de Dato
- CREA Council for Agricultural Research and Economics, Research Centre for Forestry and Wood, Arezzo, Italy
| | - Gabriele Guidolotti
- Research Institute on Terrestrial Ecosystems (IRET), National Research Council (CNR), Porano, TR, Italy
| | | | - Gillian Kopittke
- Institute for Biodiversity and Ecosystem Dynamics, University of Amsterdam, the Netherlands
| | - Klaus Steenberg Larsen
- Department of Geosciences and Natural Resource Management, University of Copenhagen, Denmark
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7
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Campbell DR, Raguso RA, Midzik M, Bischoff M, Broadhead GT. Genetic and spatial variation in vegetative and floral traits across a hybrid zone. AMERICAN JOURNAL OF BOTANY 2022; 109:1780-1793. [PMID: 36193908 PMCID: PMC9828138 DOI: 10.1002/ajb2.16067] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Revised: 06/14/2022] [Accepted: 06/15/2022] [Indexed: 06/16/2023]
Abstract
PREMISE Genetic variation influences the potential for evolution to rescue populations from impacts of environmental change. Most studies of genetic variation in fitness-related traits focus on either vegetative or floral traits, with few on floral scent. How vegetative and floral traits compare in potential for adaptive evolution is poorly understood. METHODS We measured variation across source populations, planting sites, and genetic families for vegetative and floral traits in a hybrid zone. Seeds from families of Ipomopsis aggregata, I. tenuituba, and F1 and F2 hybrids of the two species were planted into three common gardens. Measured traits included specific leaf area (SLA), trichomes, water-use efficiency (WUE), floral morphology, petal color, nectar, and floral volatiles. RESULTS Vegetative traits SLA and WUE varied greatly among planting sites, while showing weak or no genetic variation among source populations. Specific leaf area and trichomes responded plastically to snowmelt date, and SLA exhibited within-population genetic variation. All aspects of floral morphology varied genetically among source populations, and corolla length, corolla width, and sepal width varied genetically within populations. Heritability was not detected for volatiles due to high environmental variation, although one terpene had high evolvability, and high emission of two terpenes, a class of compounds emitted more strongly from the calyx than the corolla, correlated genetically with sepal width. Environmental variation across sites was weak for floral morphology and stronger for volatiles and vegetative traits. The inheritance of three of four volatiles departed from additive. CONCLUSIONS Results indicate stronger genetic potential for evolutionary responses to selection in floral morphology compared with scent and vegetative traits and suggest potentially adaptive plasticity in some vegetative traits.
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Affiliation(s)
- Diane R. Campbell
- Department of Ecology and Evolutionary BiologyUniversity of CaliforniaIrvineCA92697USA
- Rocky Mountain Biological LaboratoryCrested ButteCO81224USA
| | - Robert A. Raguso
- Department of Neurobiology and BehaviorCornell UniversityIthacaNY14853USA
| | - Maya Midzik
- Rocky Mountain Biological LaboratoryCrested ButteCO81224USA
| | - Mascha Bischoff
- Department of Ecology and Evolutionary BiologyUniversity of CaliforniaIrvineCA92697USA
- Rocky Mountain Biological LaboratoryCrested ButteCO81224USA
- Department of Neurobiology and BehaviorCornell UniversityIthacaNY14853USA
- Environmental Research Institute, North Highland CollegeCastle StreetThursoKW14 7JDUK
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8
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Zheng Y, Liu H, Du Q, Liu Y, Sun J, Cun H, Järvi L. Effects of precipitation seasonal distribution on net ecosystem CO 2 exchange over an alpine meadow in the southeastern Tibetan Plateau. INTERNATIONAL JOURNAL OF BIOMETEOROLOGY 2022; 66:1561-1573. [PMID: 35522348 DOI: 10.1007/s00484-022-02300-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/01/2022] [Revised: 04/25/2022] [Accepted: 04/28/2022] [Indexed: 06/14/2023]
Abstract
Ecosystem carbon balance might be affected by the variability of seasonal distribution of precipitation under global climate change. Using the eddy covariance (EC) technique, long-term observations of ecosystem net CO2 exchange (NEE) were acquired over Lijiang alpine meadow in the southeastern Tibetan Plateau from January 2014 to August 2019. During the wet season (from June to October), Lijiang meadow functioned as a carbon sink (- 37.6 ± 22.5 g C m-2 month-1), while in dry season, the meadow varied between a weak carbon source and sink with an average monthly NEE of - 3.9 ± 11.9 g C m-2 month-1. Monthly CO2 fluxes were mainly controlled by air temperature and soil water content. A large annual variation of CO2 uptake was observed. The annual NEE was - 140.3 g C m-2 year-1 in 2014 while - 247.0 g C m-2 year-1 in 2016. Correspondingly, the precipitation in wet season accounted 90% of annual precipitation in 2014 and 74% of that in 2016 despite the annual precipitation was larger than 1200 mm in both years. More precipitation in dry season can lead to longer period of net CO2 uptake, while more precipitation concentrated in wet season depressed the meadow's light response through the decrease of the magnitude of light-saturated net CO2 exchange (NEEsat) at the onset and the end of growing season.
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Affiliation(s)
- Yingqi Zheng
- State Key Laboratory of Atmospheric Boundary Layer Physics and Atmospheric Chemistry, Institute of Atmospheric Physics, Chinese Academy of Sciences, Beijing, 100029, China
- University of Chinese Academy of Sciences, Beijing, 100029, China
| | - Huizhi Liu
- State Key Laboratory of Atmospheric Boundary Layer Physics and Atmospheric Chemistry, Institute of Atmospheric Physics, Chinese Academy of Sciences, Beijing, 100029, China.
- University of Chinese Academy of Sciences, Beijing, 100029, China.
| | - Qun Du
- State Key Laboratory of Atmospheric Boundary Layer Physics and Atmospheric Chemistry, Institute of Atmospheric Physics, Chinese Academy of Sciences, Beijing, 100029, China
- University of Chinese Academy of Sciences, Beijing, 100029, China
| | - Yang Liu
- State Key Laboratory of Atmospheric Boundary Layer Physics and Atmospheric Chemistry, Institute of Atmospheric Physics, Chinese Academy of Sciences, Beijing, 100029, China
| | - Jihua Sun
- Yunnan Meteorological Observatory, Kunming, 530100, China
| | - Huancai Cun
- Lijiang Meteorological Bureau, Lijiang, 674199, China
| | - Leena Järvi
- Institute for Atmospheric and Earth System Research/Physics, Faculty of Science, University of Helsinki, 00560, Helsinki, Finland
- Faculty of Science, Helsinki Institute of Sustainability Science, University of Helsinki, 00560, Helsinki, Finland
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9
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Kanaziz R, Huyvaert KP, Wells CP, Van Vuren D, Aubry LM. Maternal survival costs in an asocial mammal. Ecol Evol 2022; 12:e8874. [PMID: 35592067 PMCID: PMC9092287 DOI: 10.1002/ece3.8874] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2021] [Revised: 03/28/2022] [Accepted: 04/08/2022] [Indexed: 11/10/2022] Open
Abstract
Maternal characteristics, social dynamics, and environmental factors can all influence reproduction and survival and shape trade‐offs that might arise between these components of fitness. Short‐lived mammals like the golden‐mantled ground squirrel (GMGS; Callospermophilus lateralis) tend to maximize effort toward current reproduction at the expense of survival but may be complicated by other aspects of the species’ life history and environment. Here, we use 25 years of data (1995–2020) collected from a population of GMGS at the Rocky Mountain Biological Research Laboratory in Gothic, Colorado, to test the effect of several maternal characteristics (e.g., age, experience, and timing of litter emergence), social context (e.g., litter sex ratio and kin density), and environmental context (e.g., date of bare ground and length of vegetative growing season) on survival of reproductive female GMGS using Cox proportional hazard models. Our results indicated that social dynamics (i.e., density) and environmental conditions (i.e., standardized first day of permanent snow cover and length of growing season) explained significant variation in annual maternal survival, while maternal characteristics did not. A higher density of related breeding females and the total number of females (both related and unrelated to the focal mother) were associated with an increase in the mortality hazard. A later standardized date of the first day of permanent snow cover and a shorter growing season both reduced the maternal mortality hazard. Together, our results suggest that factors extrinsic to the squirrels affect maternal survival and thus may also influence local population growth and dynamics in GMGS and other short‐lived, territorial mammal species. We used 25 years of longitudinal data collected from golden‐mantled ground squirrel females to test the effects of individual characteristics, the social context, and the environment on female mortality using Cox proportional hazard models. Both female kin density and the environmental context explained significant variation in female mortality, while individual characteristics did not. Our results suggest that both kin density and climate metrics related to growing season phenology swamp individual characteristics in explaining variability in maternal mortality. This is an important finding in a rather short‐lived species where every additional active season survived has a lot of weight in improving lifetime reproduction.
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Affiliation(s)
- Rachel Kanaziz
- Department of Fish, Wildlife, & Conservation Biology Colorado State University Fort Collins Colorado USA
- Graduate Degree Program in Ecology Colorado State University Fort Collins Colorado USA
| | - Kathryn P. Huyvaert
- Department of Veterinary Microbiology & Pathology Washington State University Pullman Washington USA
| | - Caitlin P. Wells
- Department of Fish, Wildlife, & Conservation Biology Colorado State University Fort Collins Colorado USA
- Graduate Degree Program in Ecology Colorado State University Fort Collins Colorado USA
| | - Dirk H. Van Vuren
- Department of Wildlife, Fish, & Conservation Biology University of California Davis Davis California USA
| | - Lise M. Aubry
- Department of Fish, Wildlife, & Conservation Biology Colorado State University Fort Collins Colorado USA
- Graduate Degree Program in Ecology Colorado State University Fort Collins Colorado USA
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10
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Navarro J, Powers JM, Paul A, Campbell DR. Phenotypic plasticity and selection on leaf traits in response to snowmelt timing and summer precipitation. THE NEW PHYTOLOGIST 2022; 234:1477-1490. [PMID: 35274312 DOI: 10.1111/nph.18084] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/25/2021] [Accepted: 02/09/2022] [Indexed: 05/21/2023]
Abstract
Vegetative traits of plants can respond directly to changes in the environment, such as those occurring under climate change. That phenotypic plasticity could be adaptive, maladaptive, or neutral. We manipulated the timing of spring snowmelt and amount of summer precipitation in factorial combination and examined responses of specific leaf area (SLA), trichome density, leaf water content (LWC), photosynthetic rate, stomatal conductance and intrinsic water-use efficiency (iWUE) in the subalpine herb Ipomopsis aggregata. The experiment was repeated in three years differing in natural timing of snowmelt. To examine natural selection, we used survival, relative growth rate, and flowering as fitness indices. A 50% reduction in summer precipitation reduced stomatal conductance and increased iWUE, and doubled precipitation increased LWC. Combining natural and experimental variation, earlier snowmelt reduced soil moisture, photosynthetic rate and stomatal conductance, and increased trichome density and iWUE. Precipitation reduction reversed the mortality selection favoring high stomatal conductance under normal and doubled precipitation, and higher LWC improved growth. Earlier snowmelt is a strong signal of climate change and can change expression of leaf morphology and gas exchange traits, just as reduced precipitation can. Stomatal conductance and SLA showed adaptive plasticity under some conditions.
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Affiliation(s)
- Jocelyn Navarro
- Department of Ecology and Evolutionary Biology, University of Arizona, PO Box 210088, Tucson, AZ, 85721, USA
- Rocky Mountain Biological Laboratory, 8000 County Road 317, Crested Butte, CO, 81224, USA
| | - John M Powers
- Rocky Mountain Biological Laboratory, 8000 County Road 317, Crested Butte, CO, 81224, USA
- Department of Ecology and Evolutionary Biology, University of California, 321 Steinhaus Hall, Irvine, CA, 92697, USA
| | - Ayaka Paul
- Rocky Mountain Biological Laboratory, 8000 County Road 317, Crested Butte, CO, 81224, USA
- Department of Biology, Colorado State University, 1878 Campus Delivery, Fort Collins, CO, 80523, USA
- Department of Fish, Wildlife, and Conservation Biology, Colorado State University, 1474 Campus Delivery, Fort Collins, CO, 80523, USA
| | - Diane R Campbell
- Rocky Mountain Biological Laboratory, 8000 County Road 317, Crested Butte, CO, 81224, USA
- Department of Ecology and Evolutionary Biology, University of California, 321 Steinhaus Hall, Irvine, CA, 92697, USA
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11
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Yang Z, Wei Y, Fu G, Xiao R, Chen J, Zhang Y, Wang D, Li J. Decreased precipitation in the late growing season weakens an ecosystem carbon sink in a semi‐arid grassland. J Appl Ecol 2021. [DOI: 10.1111/1365-2664.13942] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Affiliation(s)
- Zhongling Yang
- International Joint Research Laboratory for Global Change Ecology School of Life Sciences Henan University Kaifeng Henan China
| | - Yueyue Wei
- International Joint Research Laboratory for Global Change Ecology School of Life Sciences Henan University Kaifeng Henan China
| | - Guangya Fu
- International Joint Research Laboratory for Global Change Ecology School of Life Sciences Henan University Kaifeng Henan China
| | - Rui Xiao
- International Joint Research Laboratory for Global Change Ecology School of Life Sciences Henan University Kaifeng Henan China
| | - Ji Chen
- Aarhus University Centre for Circular Bioeconomy Aarhus University Tjele Denmark
| | - Yaojun Zhang
- International Joint Research Laboratory for Global Change Ecology School of Life Sciences Henan University Kaifeng Henan China
| | - Dong Wang
- International Joint Research Laboratory for Global Change Ecology School of Life Sciences Henan University Kaifeng Henan China
| | - Junyong Li
- International Joint Research Laboratory for Global Change Ecology School of Life Sciences Henan University Kaifeng Henan China
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12
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Yokohata T, Iwahana G, Sone T, Saito K, Ishizaki NN, Kubo T, Oguma H, Uchida M. Projections of surface air temperature required to sustain permafrost and importance of adaptation to climate change in the Daisetsu Mountains, Japan. Sci Rep 2021; 11:15518. [PMID: 34330943 PMCID: PMC8324894 DOI: 10.1038/s41598-021-94222-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2020] [Accepted: 07/06/2021] [Indexed: 11/09/2022] Open
Abstract
Permafrost is known to occur in high mountainous areas such as the Daisetsu Mountains in Japan, which are located at the southernmost limit of the permafrost distribution in the world. In this study, areas with climatic conditions suitable for sustaining permafrost in the Daisetsu Mountains are projected using bias-corrected and downscaled climate model outputs and statistical relationships between surface air temperatures and permafrost areas. Using freezing and thawing indices, the size of the area in the Daisetsu Mountains where climatic conditions were suitable for permafrost were estimated to be approximately 150 km2 in 2010. Under the RCP8.5 scenario, this area is projected to decrease to about 30 km2 by 2050 and it is projected to disappear by around 2070. Under the RCP2.6 scenario, the area is projected to decrease to approximately 20 km2 by 2100. The degradation of mountain permafrost could potentially affect the stability of trekking trails due to slope displacement, and it may also have deleterious effects on current alpine ecosystems. It is therefore important to accurately monitor changes in the mountain ecosystem environment and to implement measures to adapt to an environment that is projected to change significantly in the future.
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Affiliation(s)
- Tokuta Yokohata
- Earth System Division, National Institute for Environmental Studies, Tsukuba, Japan.
| | - Go Iwahana
- Earth System Division, National Institute for Environmental Studies, Tsukuba, Japan.,International Arctic Research Center, University of Alaska Fairbanks, Alaska, USA
| | - Toshio Sone
- Institute of Low Temperature Science, Hokkaido University, Sapporo, Japan
| | - Kazuyuki Saito
- Research Institute for Global Change, Japan Agency for Marine-Earth Science and Technology, Yokohama, Japan
| | - Noriko N Ishizaki
- Center for Climate Change Adaptation, National Institute for Environmental Studies, Tsukuba, Japan
| | - Takahiro Kubo
- Biodiversity Division, National Institute for Environmental Studies, Tsukuba, Japan.,Department of Zoology, University of Oxford, Oxford, UK.,Durrell Institute of Conservation and Ecology (DICE), School of Anthropology and Conservation, Canterbury, UK
| | - Hiroyuki Oguma
- Biodiversity Division, National Institute for Environmental Studies, Tsukuba, Japan
| | - Masao Uchida
- Earth System Division, National Institute for Environmental Studies, Tsukuba, Japan
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13
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Prager CM, Jing X, Henning JA, Read QD, Meidl P, Lavorel S, Sanders NJ, Sundqvist M, Wardle DA, Classen AT. Climate and multiple dimensions of plant diversity regulate ecosystem carbon exchange along an elevational gradient. Ecosphere 2021. [DOI: 10.1002/ecs2.3472] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Affiliation(s)
- Case M. Prager
- Department of Ecology and Evolutionary Biology University of Michigan Ann Arbor Michigan48109USA
- Center for Macroecology, Evolution, and Climate Natural History Museum of Denmark Copenhagen Denmark
| | - Xin Jing
- Department of Ecology and Evolutionary Biology University of Michigan Ann Arbor Michigan48109USA
- Department of Earth and Environmental Sciences KU Leuven Celestijnenlaan 200E Leuven3001Belgium
- Gund Institute for Environment University of Vermont Burlington Vermont USA
| | - Jeremiah A. Henning
- Department of Biology University of South Alabama 5871 USA Drive N Mobile Alabama USA
- Rocky Mountain Biological Laboratory Crested ButteColorado USA
| | - Quentin D. Read
- Rocky Mountain Biological Laboratory Crested ButteColorado USA
- National Socio‐Environmental Synthesis Center 1 Park Place Annapolis Maryland USA
| | - Peter Meidl
- Rocky Mountain Biological Laboratory Crested ButteColorado USA
| | - Sandra Lavorel
- Laboratoire d’Ecologie Alpine CNRS – Université Grenoble Alpes – Université Savoie Mont Blanc Grenoble38000France
| | - Nathan J. Sanders
- Department of Ecology and Evolutionary Biology University of Michigan Ann Arbor Michigan48109USA
- Center for Macroecology, Evolution, and Climate Natural History Museum of Denmark Copenhagen Denmark
- Gund Institute for Environment University of Vermont Burlington Vermont USA
- Rocky Mountain Biological Laboratory Crested ButteColorado USA
| | - Maja Sundqvist
- Center for Macroecology, Evolution, and Climate Natural History Museum of Denmark Copenhagen Denmark
- Department of Earth Sciences University of Gothenburg Gothenburg Sweden
| | - David A. Wardle
- Asian School of the Environment Nanyang Technological University Singapore
| | - Aimee T. Classen
- Department of Ecology and Evolutionary Biology University of Michigan Ann Arbor Michigan48109USA
- Center for Macroecology, Evolution, and Climate Natural History Museum of Denmark Copenhagen Denmark
- Gund Institute for Environment University of Vermont Burlington Vermont USA
- Rocky Mountain Biological Laboratory Crested ButteColorado USA
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14
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Gallagher MK, Campbell DR. Experimental Test of the Combined Effects of Water Availability and Flowering Time on Pollinator Visitation and Seed Set. Front Ecol Evol 2021. [DOI: 10.3389/fevo.2021.641693] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Climate change is likely to alter both flowering phenology and water availability for plants. Either of these changes alone can affect pollinator visitation and plant reproductive success. The relative impacts of phenology and water, and whether they interact in their impacts on plant reproductive success remain, however, largely unexplored. We manipulated flowering phenology and soil moisture in a factorial experiment with the subalpine perennial Mertensia ciliata (Boraginaceae). We examined responses of floral traits, floral abundance, pollinator visitation, and composition of visits by bumblebees vs. other pollinators. To determine the net effects on plant reproductive success, we also measured seed production and seed mass. Reduced water led to shorter, narrower flowers that produced less nectar. Late flowering plants produced fewer and shorter flowers. Both flowering phenology and water availability influenced pollination and reproductive success. Differences in flowering phenology had greater effects on pollinator visitation than did changes in water availability, but the reverse was true for seed production and mass, which were enhanced by greater water availability. The probability of receiving a flower visit declined over the season, coinciding with a decline in floral abundance in the arrays. Among plants receiving visits, both the visitation rate and percent of non-bumblebee visitors declined after the first week and remained low until the final week. We detected interactions of phenology and water on pollinator visitor composition, in which plants subject to drought were the only group to experience a late-season resurgence in visits by solitary bees and flies. Despite that interaction, net reproductive success measured as seed production responded additively to the two manipulations of water and phenology. Commonly observed declines in flower size and reward due to drought or shifts in phenology may not necessarily result in reduced plant reproductive success, which in M. ciliata responded more directly to water availability. The results highlight the need to go beyond studying single responses to climate changes, such as either phenology of a single species or how it experiences an abiotic factor, in order to understand how climate change may affect plant reproductive success.
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15
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Knowles JF, Scott RL, Biederman JA, Blanken PD, Burns SP, Dore S, Kolb TE, Litvak ME, Barron-Gafford GA. Montane forest productivity across a semiarid climatic gradient. GLOBAL CHANGE BIOLOGY 2020; 26:6945-6958. [PMID: 32886444 DOI: 10.1111/gcb.15335] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/29/2020] [Revised: 08/18/2020] [Accepted: 08/20/2020] [Indexed: 06/11/2023]
Abstract
High-elevation montane forests are disproportionately important to carbon sequestration in semiarid climates where low elevations are dry and characterized by low carbon density ecosystems. However, these ecosystems are increasingly threatened by climate change with seasonal implications for photosynthesis and forest growth. As a result, we leveraged eddy covariance data from six evergreen conifer forest sites in the semiarid western United States to extrapolate the status of carbon sequestration within a framework of projected warming and drying. At colder locations, the seasonal evolution of gross primary productivity (GPP) was characterized by a single broad maximum during the summer that corresponded to snow melt-derived moisture and a transition from winter dormancy to spring activity. Conversely, winter dormancy was transient at warmer locations, and GPP was responsive to both winter and summer precipitation such that two distinct GPP maxima were separated by a period of foresummer drought. This resulted in a predictable sequence of primary limiting factors to GPP beginning with air temperature in winter and proceeding to moisture and leaf area during the summer. Due to counteracting winter (positive) and summer (negative) GPP responses to warming, leaf area index and moisture availability were the best predictors of annual GPP differences across sites. Overall, mean annual GPP was greatest at the warmest site due to persistent vegetation photosynthetic activity throughout the winter. These results indicate that the trajectory of this region's carbon sequestration will be sensitive to reduced or delayed summer precipitation, especially if coupled to snow drought and earlier soil moisture recession, but summer precipitation changes remain highly uncertain. Given the demonstrated potential for seasonally offsetting responses to warming, we project that decadal semiarid montane forest carbon sequestration will remain relatively stable in the absence of severe disturbance.
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Affiliation(s)
- John F Knowles
- Southwest Watershed Research Center, USDA Agricultural Research Service, Tucson, AZ, USA
- School of Geography, Development & Environment, University of Arizona, Tucson, AZ, USA
| | - Russell L Scott
- Southwest Watershed Research Center, USDA Agricultural Research Service, Tucson, AZ, USA
| | - Joel A Biederman
- Southwest Watershed Research Center, USDA Agricultural Research Service, Tucson, AZ, USA
| | - Peter D Blanken
- Department of Geography, University of Colorado Boulder, Boulder, CO, USA
| | - Sean P Burns
- Department of Geography, University of Colorado Boulder, Boulder, CO, USA
- National Center for Atmospheric Research, Boulder, CO, USA
| | - Sabina Dore
- School of Forestry, Northern Arizona University, Flagstaff, AZ, USA
| | - Thomas E Kolb
- School of Forestry, Northern Arizona University, Flagstaff, AZ, USA
| | - Marcy E Litvak
- Department of Biology, University of New Mexico, Albuquerque, NM, USA
| | - Greg A Barron-Gafford
- School of Geography, Development & Environment, University of Arizona, Tucson, AZ, USA
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16
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Remote Sensing-Informed Zonation for Understanding Snow, Plant and Soil Moisture Dynamics within a Mountain Ecosystem. REMOTE SENSING 2020. [DOI: 10.3390/rs12172733] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
In the headwater catchments of the Rocky Mountains, plant productivity and its dynamics are largely dependent upon water availability, which is influenced by changing snowmelt dynamics associated with climate change. Understanding and quantifying the interactions between snow, plants and soil moisture is challenging, since these interactions are highly heterogeneous in mountainous terrain, particularly as they are influenced by microtopography within a hillslope. Recent advances in satellite remote sensing have created an opportunity for monitoring snow and plant dynamics at high spatiotemporal resolutions that can capture microtopographic effects. In this study, we investigate the relationships among topography, snowmelt, soil moisture and plant dynamics in the East River watershed, Crested Butte, Colorado, based on a time series of 3-meter resolution PlanetScope normalized difference vegetation index (NDVI) images. To make use of a large volume of high-resolution time-lapse images (17 images total), we use unsupervised machine learning methods to reduce the dimensionality of the time lapse images by identifying spatial zones that have characteristic NDVI time series. We hypothesize that each zone represents a set of similar snowmelt and plant dynamics that differ from other identified zones and that these zones are associated with key topographic features, plant species and soil moisture. We compare different distance measures (Ward and complete linkage) to understand the effects of their influence on the zonation map. Results show that the identified zones are associated with particular microtopographic features; highly productive zones are associated with low slopes and high topographic wetness index, in contrast with zones of low productivity, which are associated with high slopes and low topographic wetness index. The zones also correspond to particular plant species distributions; higher forb coverage is associated with zones characterized by higher peak productivity combined with rapid senescence in low moisture conditions, while higher sagebrush coverage is associated with low productivity and similar senescence patterns between high and low moisture conditions. In addition, soil moisture probe and sensor data confirm that each zone has a unique soil moisture distribution. This cluster-based analysis can tractably analyze high-resolution time-lapse images to examine plant-soil-snow interactions, guide sampling and sensor placements and identify areas likely vulnerable to ecological change in the future.
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17
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Sorensen PO, Beller HR, Bill M, Bouskill NJ, Hubbard SS, Karaoz U, Polussa A, Steltzer H, Wang S, Williams KH, Wu Y, Brodie EL. The Snowmelt Niche Differentiates Three Microbial Life Strategies That Influence Soil Nitrogen Availability During and After Winter. Front Microbiol 2020; 11:871. [PMID: 32477299 PMCID: PMC7242569 DOI: 10.3389/fmicb.2020.00871] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2019] [Accepted: 04/14/2020] [Indexed: 12/13/2022] Open
Abstract
Soil microbial biomass can reach its annual maximum pool size beneath the winter snowpack and is known to decline abruptly following snowmelt in seasonally snow-covered ecosystems. Observed differences in winter versus summer microbial taxonomic composition also suggests that phylogenetically conserved traits may permit winter- versus summer-adapted microorganisms to occupy distinct niches. In this study, we sought to identify archaea, bacteria, and fungi that are associated with the soil microbial bloom overwinter and the subsequent biomass collapse following snowmelt at a high-altitude watershed in central Colorado, United States. Archaea, bacteria, and fungi were categorized into three life strategies (Winter-Adapted, Snowmelt-Specialist, Spring-Adapted) based upon changes in abundance during winter, the snowmelt period, and after snowmelt in spring. We calculated indices of phylogenetic relatedness (archaea and bacteria) or assigned functional attributes (fungi) to organisms within life strategies to infer whether phylogenetically conserved traits differentiate Winter-Adapted, Snowmelt-Specialist, and Spring-Adapted groups. We observed that the soil microbial bloom was correlated in time with a pulse of snowmelt infiltration, which commenced 65 days prior to soils becoming snow-free. A pulse of nitrogen (N, as nitrate) occurred after snowmelt, along with a collapse in the microbial biomass pool size, and an increased abundance of nitrifying archaea and bacteria (e.g., Thaumarchaeota, Nitrospirae). Winter- and Spring-Adapted archaea and bacteria were phylogenetically clustered, suggesting that phylogenetically conserved traits allow Winter- and Spring-Adapted archaea and bacteria to occupy distinct niches. In contrast, Snowmelt-Specialist archaea and bacteria were phylogenetically overdispersed, suggesting that the key mechanism(s) of the microbial biomass crash are likely to be density-dependent (e.g., trophic interactions, competitive exclusion) and affect organisms across a broad phylogenetic spectrum. Saprotrophic fungi were the dominant functional group across fungal life strategies, however, ectomycorrhizal fungi experienced a large increase in abundance in spring. If well-coupled plant-mycorrhizal phenology currently buffers ecosystem N losses in spring, then changes in snowmelt timing may alter ecosystem N retention potential. Overall, we observed that snowmelt separates three distinct soil niches that are occupied by ecologically distinct groups of microorganisms. This ecological differentiation is of biogeochemical importance, particularly with respect to the mobilization of nitrogen during winter, before and after snowmelt.
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Affiliation(s)
- Patrick O. Sorensen
- Earth and Environmental Sciences, Lawrence Berkeley National Laboratory, Berkeley, CA, United States
| | - Harry R. Beller
- Earth and Environmental Sciences, Lawrence Berkeley National Laboratory, Berkeley, CA, United States
| | - Markus Bill
- Earth and Environmental Sciences, Lawrence Berkeley National Laboratory, Berkeley, CA, United States
| | - Nicholas J. Bouskill
- Earth and Environmental Sciences, Lawrence Berkeley National Laboratory, Berkeley, CA, United States
| | - Susan S. Hubbard
- Earth and Environmental Sciences, Lawrence Berkeley National Laboratory, Berkeley, CA, United States
| | - Ulas Karaoz
- Earth and Environmental Sciences, Lawrence Berkeley National Laboratory, Berkeley, CA, United States
| | - Alexander Polussa
- Earth and Environmental Sciences, Lawrence Berkeley National Laboratory, Berkeley, CA, United States
- School of Forestry and Environmental Studies, Yale University, New Haven, CT, United States
| | - Heidi Steltzer
- Fort Lewis College, Durango, CO, United States
- Rocky Mountain Biological Laboratory, Gothic, CO, United States
| | - Shi Wang
- Earth and Environmental Sciences, Lawrence Berkeley National Laboratory, Berkeley, CA, United States
| | - Kenneth H. Williams
- Earth and Environmental Sciences, Lawrence Berkeley National Laboratory, Berkeley, CA, United States
- Rocky Mountain Biological Laboratory, Gothic, CO, United States
| | - Yuxin Wu
- Earth and Environmental Sciences, Lawrence Berkeley National Laboratory, Berkeley, CA, United States
| | - Eoin L. Brodie
- Earth and Environmental Sciences, Lawrence Berkeley National Laboratory, Berkeley, CA, United States
- Department of Environmental Science, Policy and Management, University of California, Berkeley, Berkeley, CA, United States
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18
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Dillon KT, Henderson AN, Lodge AG, Hamilton NI, Sloat LL, Enquist BJ, Price CA, Kerkhoff AJ. On the relationships between size and abundance in plants: beyond forest communities. Ecosphere 2019. [DOI: 10.1002/ecs2.2856] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Affiliation(s)
| | - Amanda N. Henderson
- Department of Biology Kenyon College Gambier Ohio 43022 USA
- Department of Ecology & Evolutionary Biology University of Arizona Tucson Arizona USA
| | - Alexandra G. Lodge
- Department of Biology Kenyon College Gambier Ohio 43022 USA
- Department of Ecosystem Science and Management Texas A&M University College Station Texas 77843 USA
| | | | - Lindsey L. Sloat
- Institute on the Environment University of Minnesota St. Paul Minnesota 55414 USA
| | - Brian J. Enquist
- Department of Ecology & Evolutionary Biology University of Arizona Tucson Arizona USA
| | - Charles A. Price
- School of Plant Biology University of Western Australia Crawley WA 6009 Australia
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19
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Zhang F, Quan Q, Ma F, Tian D, Zhou Q, Niu S. Differential responses of ecosystem carbon flux components to experimental precipitation gradient in an alpine meadow. Funct Ecol 2019. [DOI: 10.1111/1365-2435.13300] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Affiliation(s)
- Fangyue Zhang
- Key Laboratory of Ecosystem Network Observation and Modeling, Institute of Geographic Sciences and Natural Resources Research Chinese Academy of Sciences Beijing China
- University of Chinese Academy of Sciences Beijing China
| | - Quan Quan
- Key Laboratory of Ecosystem Network Observation and Modeling, Institute of Geographic Sciences and Natural Resources Research Chinese Academy of Sciences Beijing China
- University of Chinese Academy of Sciences Beijing China
| | - Fangfang Ma
- Key Laboratory of Ecosystem Network Observation and Modeling, Institute of Geographic Sciences and Natural Resources Research Chinese Academy of Sciences Beijing China
- University of Chinese Academy of Sciences Beijing China
| | - Dashuan Tian
- Key Laboratory of Ecosystem Network Observation and Modeling, Institute of Geographic Sciences and Natural Resources Research Chinese Academy of Sciences Beijing China
| | - Qingping Zhou
- Institute of Qinghai‐Tibetan Plateau Southwest Minzu University Chengdu China
| | - Shuli Niu
- Key Laboratory of Ecosystem Network Observation and Modeling, Institute of Geographic Sciences and Natural Resources Research Chinese Academy of Sciences Beijing China
- University of Chinese Academy of Sciences Beijing China
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20
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Zhang B, Tan X, Wang S, Chen M, Chen S, Ren T, Xia J, Bai Y, Huang J, Han X. Asymmetric sensitivity of ecosystem carbon and water processes in response to precipitation change in a semi‐arid steppe. Funct Ecol 2017. [DOI: 10.1111/1365-2435.12836] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Affiliation(s)
- Bingwei Zhang
- State Key Laboratory of Vegetation and Environmental Change Institute of Botany Chinese Academy of Sciences Beijing100093 China
- University of Chinese Academy of Sciences Beijing100049 China
| | - Xingru Tan
- State Key Laboratory of Vegetation and Environmental Change Institute of Botany Chinese Academy of Sciences Beijing100093 China
- University of Chinese Academy of Sciences Beijing100049 China
| | - Shanshan Wang
- State Key Laboratory of Vegetation and Environmental Change Institute of Botany Chinese Academy of Sciences Beijing100093 China
- University of Chinese Academy of Sciences Beijing100049 China
| | - Minling Chen
- State Key Laboratory of Vegetation and Environmental Change Institute of Botany Chinese Academy of Sciences Beijing100093 China
- College of Chinese Language and Culture Jinan University Guangzhou510610 China
| | - Shiping Chen
- State Key Laboratory of Vegetation and Environmental Change Institute of Botany Chinese Academy of Sciences Beijing100093 China
| | - Tingting Ren
- State Key Laboratory of Vegetation and Environmental Change Institute of Botany Chinese Academy of Sciences Beijing100093 China
| | - Jianyang Xia
- Tiantong National Forest Ecosystem Observation and Research Station School of Ecological and Environmental Sciences East China Normal University Shanghai200062 China
| | - Yongfei Bai
- State Key Laboratory of Vegetation and Environmental Change Institute of Botany Chinese Academy of Sciences Beijing100093 China
| | - Jianhui Huang
- State Key Laboratory of Vegetation and Environmental Change Institute of Botany Chinese Academy of Sciences Beijing100093 China
| | - Xingguo Han
- State Key Laboratory of Vegetation and Environmental Change Institute of Botany Chinese Academy of Sciences Beijing100093 China
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21
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