1
|
Zaman F, Hassan MU, Khattak WA, Ali A, Awad MF, Chen FS. The pivotal role of arbuscular mycorrhizal fungi in enhancing plant biomass and nutrient availability under drought stress conditions: A global meta-analysis. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 955:176960. [PMID: 39447888 DOI: 10.1016/j.scitotenv.2024.176960] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/31/2024] [Revised: 09/25/2024] [Accepted: 10/14/2024] [Indexed: 10/26/2024]
Abstract
Drought is a serious threat to crop productivity and global food security. About 40 % of the worldwide land is considered arid dryland soil because of a lack of rainfall, high solar radiation, and temperature fluctuations. Though rhizobacteria, particularly mycorrhizal fungi (MF), assist plants in coping with drought stress, an intensive quantitative assessment of their effects on plant growth and nutrient availability is still limited. We systematically carried out a global meta-analysis using 122 peer-reviewed publications comprising 3534 observations to investigate the effects of MF on plant biomass (PB) and nutrient availability (nitrogen: N and phosphorus: P) under drought-stress conditions. The results show that the MF inoculation significantly increased mycorrhizal colonization (MC), N and P uptakes, and plant biomass (PB) at a C:N ratio > 15 by 2171.44 %, 23.74 %, 135.61 %, and 220.91 %, respectively. The MF species Claroideoglomus etunicatum and Glomus significantly influenced the MC, N, and PB concentrations by 2541.68 %, 40.35 %, and 110.85 %, respectively. Moreover, the concentrations of MC, N, and PB were considerably affected by the soil texture categories, with the maximum levels of 4940.04 %, 127.05 %, and 84.04 % found in sandy, clay, and clay loam soils, respectively. In addition, soil pH, crop types, soil textural class, and MF species were identified as vital pedologic factors affecting plant growth and nutrient availability during fungal inoculation. Overall, this meta-analysis addresses gaps in understanding the effects of MF inoculation on plant development and nutrient availability under drought stress.
Collapse
Affiliation(s)
- Fawad Zaman
- Key Laboratory of National Forestry and Grassland Administration on Forest Ecosystem Protection and Restoration of Poyang Lake Watershed, Jiangxi Agricultural University, Nanchang 330045, China; Jiangxi Provincial Key Laboratory of Silviculture, College of Forestry, Jiangxi Agricultural University, Nanchang 330045, China
| | - Muhammad Umair Hassan
- Research Center on Ecological Sciences, Jiangxi Agricultural University, Nanchang 330045, China
| | - Wajid Ali Khattak
- College of Life Sciences and Oceanography, Shenzhen University, Shenzhen 518060, Guangdong Province, China
| | - Ahmad Ali
- National Key Laboratory of Crop Genetic Improvement, National Center of Rapeseed Improvement, Huazhong Agricultural University, Wuhan 430070, China
| | - Mohamed F Awad
- Department of Biology, College of Science, Taif University, Taif 21944, Saudi Arabia
| | - Fu-Sheng Chen
- Key Laboratory of National Forestry and Grassland Administration on Forest Ecosystem Protection and Restoration of Poyang Lake Watershed, Jiangxi Agricultural University, Nanchang 330045, China; Jiangxi Provincial Key Laboratory of Silviculture, College of Forestry, Jiangxi Agricultural University, Nanchang 330045, China.
| |
Collapse
|
2
|
Heuermann MC, Knoch D, Junker A, Altmann T. Natural plant growth and development achieved in the IPK PhenoSphere by dynamic environment simulation. Nat Commun 2023; 14:5783. [PMID: 37723146 PMCID: PMC10507097 DOI: 10.1038/s41467-023-41332-4] [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: 07/20/2022] [Accepted: 08/31/2023] [Indexed: 09/20/2023] Open
Abstract
In plant science, the suboptimal match of growing conditions hampers the transfer of knowledge from controlled environments in glasshouses or climate chambers to field environments. Here we present the PhenoSphere, a plant cultivation infrastructure designed to simulate field-like environments in a reproducible manner. To benchmark the PhenoSphere, the effects on plant growth of weather conditions of a single maize growing season and of an averaged season over three years are compared to those of a standard glasshouse and of four years of field trials. The single season simulation proves superior to the glasshouse and the averaged season in the PhenoSphere: The simulated weather regime of the single season triggers plant growth and development progression very similar to that observed in the field. Hence, the PhenoSphere enables detailed analyses of performance-related trait expression and causal biological mechanisms in plant populations exposed to weather conditions of current and anticipated future climate scenarios.
Collapse
Affiliation(s)
- Marc C Heuermann
- Department of Molecular Genetics, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Corrensstrasse 3, 06466, Seeland OT Gatersleben, Germany.
| | - Dominic Knoch
- Department of Molecular Genetics, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Corrensstrasse 3, 06466, Seeland OT Gatersleben, Germany
| | - Astrid Junker
- Department of Molecular Genetics, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Corrensstrasse 3, 06466, Seeland OT Gatersleben, Germany
- Syngenta Seeds GmbH, Zum Knipkenbach 20, 32107, Bad Salzuflen, Germany
| | - Thomas Altmann
- Department of Molecular Genetics, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Corrensstrasse 3, 06466, Seeland OT Gatersleben, Germany
| |
Collapse
|
3
|
Kazarina A, Sarkar S, Thapa S, Heeren L, Kamke A, Ward K, Hartung E, Ran Q, Galliart M, Jumpponen A, Johnson L, Lee STM. Home-field advantage affects the local adaptive interaction between Andropogon gerardii ecotypes and root-associated bacterial communities. Microbiol Spectr 2023; 11:e0020823. [PMID: 37606438 PMCID: PMC10580881 DOI: 10.1128/spectrum.00208-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2023] [Accepted: 07/05/2023] [Indexed: 08/23/2023] Open
Abstract
Due to climate change, drought frequencies and severities are predicted to increase across the United States. Plant responses and adaptation to stresses depend on plant genetic and environmental factors. Understanding the effect of those factors on plant performance is required to predict species' responses to environmental change. We used reciprocal gardens planted with distinct regional ecotypes of the perennial grass Andropogon gerardii adapted to dry, mesic, and wet environments to characterize their rhizosphere communities using 16S rRNA metabarcode sequencing. Even though the local microbial pool was the main driver of these rhizosphere communities, the significant plant ecotypic effect highlighted active microbial recruitment in the rhizosphere, driven by ecotype or plant genetic background. Our data also suggest that ecotypes planted at their homesites were more successful in recruiting rhizosphere community members that were unique to the location. The link between the plants' homesite and the specific local microbes supported the "home field advantage" hypothesis. The unique homesite microbes may represent microbial specialists that are linked to plant stress responses. Furthermore, our data support ecotypic variation in the recruitment of congeneric but distinct bacterial variants, highlighting the nuanced plant ecotype effects on rhizosphere microbiome recruitment. These results improve our understanding of the complex plant host-soil microbe interactions and should facilitate further studies focused on exploring the functional potential of recruited microbes. Our study has the potential to aid in predicting grassland ecosystem responses to climate change and impact restoration management practices to promote grassland sustainability. IMPORTANCE In this study, we used reciprocal gardens located across a steep precipitation gradient to characterize rhizosphere communities of distinct dry, mesic, and wet regional ecotypes of the perennial grass Andropogon gerardii. We used 16S rRNA amplicon sequencing and focused oligotyping analysis and showed that even though location was the main driver of the microbial communities, ecotypes could potentially recruit distinct bacterial populations. We showed that different A. gerardii ecotypes were more successful in overall community recruitment and recruitment of microbes unique to the "home" environment, when growing at their "home site." We found evidence for "home-field advantage" interactions between the host and host-root-associated bacterial communities, and the capability of ecotypes to recruit specialized microbes that were potentially linked to plant stress responses. Our study aids in a better understanding of the factors that affect plant adaptation, improve management strategies, and predict grassland function under the changing climate.
Collapse
Affiliation(s)
- Anna Kazarina
- Division of Biology, Kansas State University, Manhattan, Kansas, USA
| | - Soumyadev Sarkar
- Division of Biology, Kansas State University, Manhattan, Kansas, USA
| | - Shiva Thapa
- Department of Biology, University of North Carolina, Greensboro, North Carolina, USA
| | - Leah Heeren
- Division of Biology, Kansas State University, Manhattan, Kansas, USA
| | - Abgail Kamke
- Division of Biology, Kansas State University, Manhattan, Kansas, USA
| | - Kaitlyn Ward
- Division of Biology, Kansas State University, Manhattan, Kansas, USA
| | - Eli Hartung
- Division of Biology, Kansas State University, Manhattan, Kansas, USA
| | - Qinghong Ran
- Division of Biology, Kansas State University, Manhattan, Kansas, USA
| | - Matthew Galliart
- Department of Biological Sciences, Fort Hays State University, Hays, Kansas, USA
| | - Ari Jumpponen
- Division of Biology, Kansas State University, Manhattan, Kansas, USA
| | - Loretta Johnson
- Division of Biology, Kansas State University, Manhattan, Kansas, USA
| | - Sonny T. M. Lee
- Division of Biology, Kansas State University, Manhattan, Kansas, USA
| |
Collapse
|
4
|
Andres SE, Emery NJ, Rymer PD, Powell JR. Soil chemistry and fungal communities are associated with dieback in an Endangered Australian shrub. PLANT AND SOIL 2023; 483:47-70. [PMID: 36211803 PMCID: PMC9525234 DOI: 10.1007/s11104-022-05724-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Accepted: 09/23/2022] [Indexed: 05/08/2023]
Abstract
BACKGROUND AND AIMS Field surveys across known populations of the Endangered Persoonia hirsuta (Proteaceae) in 2019 suggested the soil environment may be associated with dieback in this species. To explore how characteristics of the soil environment (e.g., pathogens, nutrients, soil microbes) relate to dieback, a soil bioassay (Experiment 1) was conducted using field soils from two dieback effected P. hirsuta populations. Additionally, a nitrogen addition experiment (Experiment 2) was conducted to explore how the addition of soil nitrogen impacts dieback. METHODS The field soils were baited for pathogens, and soil physiochemical and microbial community characteristics were assessed and related to dieback among plants in the field and nursery-grown plants inoculated with the same field soils. Roots from inoculated plants were harvested to confirm the presence of soil pathogens and root-associated endophytes. Using these isolates, a dual culture antagonism assay was performed to examine competition among these microbes and identify candidate pathogens or pathogen antagonists. RESULTS Dieback among plants in the field and Experiment 1 was associated with soil physiochemical properties (nitrogen and potassium), and soil microbes were identified as significant indicators of healthy and dieback-affected plants. Plants in Experiment 2 exhibited greater dieback when treated with elevated nitrogen. Additionally, post-harvest culturing identified fungi and other soil pathogens, some of which exhibited antagonistic behavior. CONCLUSION This study identified candidate fungi and soil physiochemical properties associated with observed dieback and dieback resistance in an Endangered shrub and provides groundwork for further exploring what drives dieback and how it can be managed to promote the conservation of wild populations. SUPPLEMENTARY INFORMATION The online version contains supplementary material available at 10.1007/s11104-022-05724-7.
Collapse
Affiliation(s)
- Samantha E. Andres
- Hawkesbury Institute for the Environment, Richmond, New South Wales 2753 Australia
| | - Nathan J. Emery
- The Australian PlantBank, Australian Botanic Garden, Australian Institute of Botanical Science, Mount Annan, New South Wales 2567 Australia
| | - Paul D. Rymer
- Hawkesbury Institute for the Environment, Richmond, New South Wales 2753 Australia
| | - Jeff R. Powell
- Hawkesbury Institute for the Environment, Richmond, New South Wales 2753 Australia
| |
Collapse
|
5
|
Janzen GM, Aguilar‐Rangel MR, Cíntora‐Martínez C, Blöcher‐Juárez KA, González‐Segovia E, Studer AJ, Runcie DE, Flint‐Garcia SA, Rellán‐Álvarez R, Sawers RJH, Hufford MB. Demonstration of local adaptation in maize landraces by reciprocal transplantation. Evol Appl 2022; 15:817-837. [PMID: 35603032 PMCID: PMC9108319 DOI: 10.1111/eva.13372] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Revised: 01/24/2022] [Accepted: 01/31/2022] [Indexed: 11/28/2022] Open
Abstract
Populations are locally adapted when they exhibit higher fitness than foreign populations in their native habitat. Maize landrace adaptations to highland and lowland conditions are of interest to researchers and breeders. To determine the prevalence and strength of local adaptation in maize landraces, we performed a reciprocal transplant experiment across an elevational gradient in Mexico. We grew 120 landraces, grouped into four populations (Mexican Highland, Mexican Lowland, South American Highland, South American Lowland), in Mexican highland and lowland common gardens and collected phenotypes relevant to fitness and known highland-adaptive traits such as anthocyanin pigmentation and macrohair density. 67k DArTseq markers were generated from field specimens to allow comparisons between phenotypic patterns and population genetic structure. We found phenotypic patterns consistent with local adaptation, though these patterns differ between the Mexican and South American populations. Quantitative trait differentiation (Q ST) was greater than neutral allele frequency differentiation (F ST) for many traits, signaling directional selection between pairs of populations. All populations exhibited higher fitness metric values when grown at their native elevation, and Mexican landraces had higher fitness than South American landraces when grown in these Mexican sites. As environmental distance between landraces' native collection sites and common garden sites increased, fitness values dropped, suggesting landraces are adapted to environmental conditions at their natal sites. Correlations between fitness and anthocyanin pigmentation and macrohair traits were stronger in the highland site than the lowland site, supporting their status as highland-adaptive. These results give substance to the long-held presumption of local adaptation of New World maize landraces to elevation and other environmental variables across North and South America.
Collapse
Affiliation(s)
- Garrett M. Janzen
- Department of Ecology, Evolution, and Organismal BiologyIowa State UniversityAmesIowaUSA
- Present address:
Department of Plant BiologyUniversity of GeorgiaAthensGeorgia30602USA
| | | | | | | | | | - Anthony J. Studer
- Department of Crop SciencesUniversity of Illinois Urbana‐ChampaignUrbanaIllinoisUSA
| | - Daniel E. Runcie
- Department of Plant SciencesUniversity of California‐DavisBerkeleyCaliforniaUSA
| | - Sherry A. Flint‐Garcia
- Agricultural Research ServiceUnited States Department of AgricultureColumbiaMissouriUSA
- University of MissouriColumbiaMissouriUSA
| | - Rubén Rellán‐Álvarez
- LangebioIrapuato, GuanajuatoMexico
- Present address:
Molecular and Structural BiochemistryNorth Carolina State University128 Polk HallRaleighNorth Carolina27695‐7622USA
| | - Ruairidh J. H. Sawers
- LangebioIrapuato, GuanajuatoMexico
- Present address:
Department of Plant SciencePennsylvania State UniversityUniversity ParkPennsylvania16802USA
| | - Matthew B. Hufford
- Department of Ecology, Evolution, and Organismal BiologyIowa State UniversityAmesIowaUSA
| |
Collapse
|
6
|
High-throughput phenotyping to dissect genotypic differences in safflower for drought tolerance. PLoS One 2021; 16:e0254908. [PMID: 34297757 PMCID: PMC8301646 DOI: 10.1371/journal.pone.0254908] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2021] [Accepted: 07/06/2021] [Indexed: 01/11/2023] Open
Abstract
Drought is one of the most severe and unpredictable abiotic stresses, occurring at any growth stage and affecting crop yields worldwide. Therefore, it is essential to develop drought tolerant varieties to ensure sustainable crop production in an ever-changing climate. High-throughput digital phenotyping technologies in tandem with robust screening methods enable precise and faster selection of genotypes for breeding. To investigate the use of digital imaging to reliably phenotype for drought tolerance, a genetically diverse safflower population was screened under different drought stresses at Agriculture Victoria’s high-throughput, automated phenotyping platform, Plant Phenomics Victoria, Horsham. In the first experiment, four treatments, control (90% field capacity; FC), 40% FC at initial branching, 40% FC at flowering and 50% FC at initial branching and flowering, were applied to assess the performance of four safflower genotypes. Based on these results, drought stress using 50% FC at initial branching and flowering stages was chosen to further screen 200 diverse safflower genotypes. Measured plant traits and dry biomass showed high correlations with derived digital traits including estimated shoot biomass, convex hull area, caliper length and minimum area rectangle, indicating the viability of using digital traits as proxy measures for plant growth. Estimated shoot biomass showed close association having moderately high correlation with drought indices yield index, stress tolerance index, geometric mean productivity, and mean productivity. Diverse genotypes were classified into four clusters of drought tolerance based on their performance (seed yield and digitally estimated shoot biomass) under stress. Overall, results show that rapid and precise image-based, high-throughput phenotyping in controlled environments can be used to effectively differentiate response to drought stress in a large numbers of safflower genotypes.
Collapse
|
7
|
Downie J, Taylor AFS, Iason G, Moore B, Silvertown J, Cavers S, Ennos R. Location, but not defensive genotype, determines ectomycorrhizal community composition in Scots pine ( Pinus sylvestris L.) seedlings. Ecol Evol 2021; 11:4826-4842. [PMID: 33976851 PMCID: PMC8093658 DOI: 10.1002/ece3.7384] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2020] [Revised: 02/01/2021] [Accepted: 02/12/2021] [Indexed: 11/28/2022] Open
Abstract
For successful colonization of host roots, ectomycorrhizal (EM) fungi must overcome host defense systems, and defensive phenotypes have previously been shown to affect the community composition of EM fungi associated with hosts. Secondary metabolites, such as terpenes, form a core part of these defense systems, but it is not yet understood whether variation in these constitutive defenses can result in variation in the colonization of hosts by specific fungal species.We planted seedlings from twelve maternal families of Scots pine (Pinus sylvestris) of known terpene genotype reciprocally in the field in each of six sites. After 3 months, we characterized the mycorrhizal fungal community of each seedling using a combination of morphological categorization and molecular barcoding, and assessed the terpene chemodiversity for a subset of the seedlings. We examined whether parental genotype or terpene chemodiversity affected the diversity or composition of a seedling's mycorrhizal community.While we found that terpene chemodiversity was highly heritable, we found no evidence that parental defensive genotype or a seedling's terpene chemodiversity affected associations with EM fungi. Instead, we found that the location of seedlings, both within and among sites, was the only determinant of the diversity and makeup of EM communities.These results show that while EM community composition varies within Scotland at both large and small scales, variation in constitutive defensive compounds does not determine the EM communities of closely cohabiting pine seedlings. Patchy distributions of EM fungi at small scales may render any genetic variation in associations with different species unrealizable in field conditions. The case for selection on traits mediating associations with specific fungal species may thus be overstated, at least in seedlings.
Collapse
Affiliation(s)
- Jim Downie
- Ashworth LaboratoriesInstitute of Evolutionary BiologyUniversity of EdinburghEdinburghUK
- Centre for Ecology and HydrologyPenicuikUK
- School of Natural SciencesBangor UniversityWalesUK
| | - Andy F. S. Taylor
- The James Hutton InstituteAberdeenUK
- Institute of Biological and Environmental SciencesUniversity of AberdeenAberdeenUK
| | | | - Ben Moore
- The James Hutton InstituteAberdeenUK
- Hawkesbury Institute for the EnvironmentWestern Sydney UniversityPenrithNSWAustralia
| | - Jonathan Silvertown
- Ashworth LaboratoriesInstitute of Evolutionary BiologyUniversity of EdinburghEdinburghUK
| | | | - Richard Ennos
- Ashworth LaboratoriesInstitute of Evolutionary BiologyUniversity of EdinburghEdinburghUK
| |
Collapse
|
8
|
Panter PE, Muranaka T, Cuitun-Coronado D, Graham CA, Yochikawa A, Kudoh H, Dodd AN. Circadian Regulation of the Plant Transcriptome Under Natural Conditions. Front Genet 2019; 10:1239. [PMID: 31850080 PMCID: PMC6895068 DOI: 10.3389/fgene.2019.01239] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2019] [Accepted: 11/08/2019] [Indexed: 11/16/2022] Open
Abstract
Circadian rhythms produce a biological measure of the time of day. In plants, circadian regulation forms an essential adaptation to the fluctuating environment. Most of our knowledge of the molecular aspects of circadian regulation in plants is derived from laboratory experiments that are performed under controlled conditions. However, it is emerging that the circadian clock has complex roles in the coordination of the transcriptome under natural conditions, in both naturally occurring populations of plants and in crop species. In this review, we consider recent insights into circadian regulation under natural conditions. We examine how circadian regulation is integrated with the acute responses of plants to the daily and seasonally fluctuating environment that also presents environmental stresses, in order to coordinate the transcriptome and dynamically adapt plants to their continuously changing environment.
Collapse
Affiliation(s)
- Paige E. Panter
- Department of Cell and Developmental Biology, John Innes Centre, Norwich, United Kingdom
| | | | - David Cuitun-Coronado
- Department of Cell and Developmental Biology, John Innes Centre, Norwich, United Kingdom
- School of Biological Sciences, University of Bristol, Bristol, United Kingdom
| | - Calum A. Graham
- Department of Cell and Developmental Biology, John Innes Centre, Norwich, United Kingdom
- School of Biological Sciences, University of Bristol, Bristol, United Kingdom
| | - Aline Yochikawa
- School of Biological Sciences, University of Bristol, Bristol, United Kingdom
| | - Hiroshi Kudoh
- Center for Ecological Research, Kyoto University, Otsu, Japan
| | - Antony N. Dodd
- Department of Cell and Developmental Biology, John Innes Centre, Norwich, United Kingdom
| |
Collapse
|
9
|
Seufert V, Granath G, Müller C. A meta-analysis of crop response patterns to nitrogen limitation for improved model representation. PLoS One 2019; 14:e0223508. [PMID: 31622350 PMCID: PMC6797162 DOI: 10.1371/journal.pone.0223508] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2019] [Accepted: 09/23/2019] [Indexed: 11/30/2022] Open
Abstract
The representation of carbon-nitrogen (N) interactions in global models of the natural or managed land surface remains an important knowledge gap. To improve global process-based models we require a better understanding of how N limitation affects photosynthesis and plant growth. Here we present the findings of a meta-analysis to quantitatively assess the impact of N limitation on source (photosynthate production) versus sink (photosynthate use) activity, based on 77 highly controlled experimental N availability studies on 11 crop species. Using meta-regressions, we find that it can be insufficient to represent N limitation in models merely as inhibiting carbon assimilation, because in crops complete N limitation more strongly influences leaf area expansion (-50%) than photosynthesis (-34%), while leaf starch is accumulating (+83%). Our analysis thus offers support for the hypothesis of sink limitation of photosynthesis and encourages the exploration of more sink-driven crop modelling approaches. We also show that leaf N concentration changes with N availability and that the allocation of N to Rubisco is reduced more strongly compared to other photosynthetic proteins at low N availability. Furthermore, our results suggest that different crop species show generally similar response patterns to N limitation, with the exception of leguminous crops, which respond differently. Our meta-analysis offers lessons for the improved depiction of N limitation in global terrestrial ecosystem models, as well as highlights knowledge gaps that need to be filled by future experimental studies on crop N limitation response.
Collapse
Affiliation(s)
- Verena Seufert
- Liu Institute for Global Issues and Institute for Resources, Environment and Sustainability (IRES), University of British Columbia, Vancouver, Canada
| | - Gustaf Granath
- Department of Ecology and Genetics, Evolutionary Biology Centre, Uppsala University, Uppsala, Sweden
| | - Christoph Müller
- Potsdam Institute for Climate Impact Research (PIK), Member of the Leibniz Association, Potsdam, Germany
| |
Collapse
|
10
|
Zhu H, Kannan K. Distribution and partitioning of perfluoroalkyl carboxylic acids in surface soil, plants, and earthworms at a contaminated site. THE SCIENCE OF THE TOTAL ENVIRONMENT 2019; 647:954-961. [PMID: 30180370 DOI: 10.1016/j.scitotenv.2018.08.051] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/27/2018] [Revised: 08/03/2018] [Accepted: 08/04/2018] [Indexed: 06/08/2023]
Abstract
A field study was conducted to elucidate distribution and partitioning of perfluoroalkyl carboxylic acids (PFCAs; C7-12) in a terrestrial ecosystem that was contaminated with industrial sources of release. Surface soil (0-6 cm), plants, and earthworms were collected from a field located within a 1-mile radius of a fluoropolymer industry that had been manufacturing fluorochemicals for over five decades. The mean concentrations of ∑PFCAs were 150, 420, 61, 68, and 430 ng/g dry weight (dw) in surface soil, earthworms, grass roots, grass leaves, and tree leaves, respectively. The measured concentrations were higher than those reported for corresponding matrices in other locations worldwide, suggesting that fluorochemical manufacturing operations have contributed to the contamination of this nearby land. Soil and plant tissues consisted mainly of perfluorooctanoic acid (PFOA; C8) (77.3-97.1% of the total PFCAs), whereas longer-chain PFCAs, such as perfluoroundecanoic acid (PFUnDA; C11: 17.6%) and perfluorododecanoic acid (PFDoDA; C12: 31.9%), accounted for relatively higher proportions in earthworms. Spatial distribution of PFCAs at this site suggested that both atmospheric deposition and groundwater recharge have contributed to the sources of contamination. Both earthworm- and grass-accumulated PFCAs from soil with biota-soil accumulation factors and root concentration factors increased with perfluorocarbon chain length. The translocation factors of PFCAs in grass decreased as the number of carbons in the fluorocarbon moiety increased. This field study is appropriate to improve our understanding of partitioning of PFCAs among soil, plants, and earthworms.
Collapse
Affiliation(s)
- Hongkai Zhu
- Wadsworth Center, New York State Department of Health, and Department of Environmental Health Sciences, School of Public Health, State University of New York at Albany, Empire State Plaza, P.O. Box 509, Albany, NY 12201-0509, USA
| | - Kurunthachalam Kannan
- Wadsworth Center, New York State Department of Health, and Department of Environmental Health Sciences, School of Public Health, State University of New York at Albany, Empire State Plaza, P.O. Box 509, Albany, NY 12201-0509, USA.
| |
Collapse
|
11
|
Zhu RG, Xiao HY, Zhang Z, Lai Y. Compound-specific δ 15N composition of free amino acids in moss as indicators of atmospheric nitrogen sources. Sci Rep 2018; 8:14347. [PMID: 30254224 PMCID: PMC6156404 DOI: 10.1038/s41598-018-32531-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2018] [Accepted: 09/10/2018] [Indexed: 12/03/2022] Open
Abstract
Haplocladium microphyllum moss samples were collected in Nanchang, China. Free amino acid (FAA) concentrations and N isotope compositions (δ15NFAA) in the samples were determined and compared with the bulk N concentrations and δ15Nbulk values. The aim was to determine whether δ15NFAA values in moss (which are very variable) indicate the sources of atmospheric N. The δ15NFAA values among individual FAA varied widely (from -19.3‰ to +16.1‰), possibly because of the different sources of N and isotope fractionation in amino acids metabolic pathways. Total 15N-enrichment for the individual FAAs was equal to total 15N-depletion relative to δ15Nbulk. The concentration-weighted mean δ15N value for total FAAs (TFAA) (δ15NTFAA) was -3.1‰ ± 3.2‰, which was similar to δ15Nbulk (-4.0‰ ± 2.9‰). We concluded that a N isotope balance occurred during amino acid metabolism and that little isotope disparity occurred between the concentration-weighted TFAA and bulk N. We concluded that δ15NTFAA ≈ δ15Nbulk ≈ δ15Nsource. The mean δ15Nalanine (-4.1‰), δ15Nglutamate (-4.2‰), and δ15Nlysine (-4.0‰) were similar to the mean δ15Nbulk, which we attributed to little isotope fractionation occurring during their in situ the metabolic pathways. This suggests that δ15Nalanine, δ15Nglutamate, and δ15Nlysine in moss can be used to indicate the sources of atmospheric N deposition.
Collapse
Affiliation(s)
- Ren-Guo Zhu
- Jiangxi Province Key Laboratory of the Causes and Control of Atmospheric Pollution, East China University of Technology, Nanchang, 330013, China
- College of Water Resources and Environmental Engineering, East China University of Technology, Nanchang, 330013, China
| | - Hua-Yun Xiao
- Jiangxi Province Key Laboratory of the Causes and Control of Atmospheric Pollution, East China University of Technology, Nanchang, 330013, China.
- College of Water Resources and Environmental Engineering, East China University of Technology, Nanchang, 330013, China.
| | - Zhongyi Zhang
- Jiangxi Province Key Laboratory of the Causes and Control of Atmospheric Pollution, East China University of Technology, Nanchang, 330013, China
- College of Water Resources and Environmental Engineering, East China University of Technology, Nanchang, 330013, China
| | - Yuanyuan Lai
- Jiangxi Province Key Laboratory of the Causes and Control of Atmospheric Pollution, East China University of Technology, Nanchang, 330013, China
- College of Earth Sciences, East China University of Technology, Nanchang, 330013, China
| |
Collapse
|
12
|
Dong YP, Liu XY, Sun XC, Song W, Zheng XD, Li R, Liu CQ. Inter-species and intra-annual variations of moss nitrogen utilization: Implications for nitrogen deposition assessment. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2017; 230:506-515. [PMID: 28692942 DOI: 10.1016/j.envpol.2017.06.058] [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: 02/28/2017] [Revised: 06/16/2017] [Accepted: 06/17/2017] [Indexed: 06/07/2023]
Abstract
Moss nitrogen (N) concentrations and natural 15N abundance (δ15N values) have been widely employed to evaluate annual levels and major sources of atmospheric N deposition. However, different moss species and one-off sampling were often used among extant studies, it remains unclear whether moss N parameters differ with species and different samplings, which prevented more accurate assessment of N deposition via moss survey. Here concentrations, isotopic ratios of bulk carbon (C) and bulk N in natural epilithic mosses (Bryum argenteum, Eurohypnum leptothallum, Haplocladium microphyllum and Hypnum plumaeforme) were measured monthly from August 2006 to August 2007 at Guiyang, SW China. The H. plumaeforme had significantly (P < 0.05) lower bulk N concentrations and higher δ13C values than other species. Moss N concentrations were significantly (P < 0.05) lower in warmer months than in cooler months, while moss δ13C values exhibited an opposite pattern. The variance component analyses showed that different species contributed more variations of moss N concentrations and δ13C values than different samplings. Differently, δ15N values did not differ significantly between moss species, and its variance mainly reflected variations of assimilated N sources, with ammonium as the dominant contributor. These results unambiguously reveal the influence of inter-species and intra-annual variations of moss N utilization on N deposition assessment.
Collapse
Affiliation(s)
- Yu-Ping Dong
- Institute of Surface-Earth System Science, Tianjin University, Tianjin, 300072, China
| | - Xue-Yan Liu
- Institute of Surface-Earth System Science, Tianjin University, Tianjin, 300072, China; State Key Laboratory of Environmental Geochemistry, Institute of Geochemistry, Chinese Academy of Sciences, Guiyang, 550002, China.
| | - Xin-Chao Sun
- Institute of Surface-Earth System Science, Tianjin University, Tianjin, 300072, China.
| | - Wei Song
- Institute of Surface-Earth System Science, Tianjin University, Tianjin, 300072, China
| | - Xu-Dong Zheng
- Institute of Surface-Earth System Science, Tianjin University, Tianjin, 300072, China
| | - Rui Li
- Institute of Surface-Earth System Science, Tianjin University, Tianjin, 300072, China
| | - Cong-Qiang Liu
- Institute of Surface-Earth System Science, Tianjin University, Tianjin, 300072, China; State Key Laboratory of Environmental Geochemistry, Institute of Geochemistry, Chinese Academy of Sciences, Guiyang, 550002, China
| |
Collapse
|
13
|
He H, Yang R, Li Y, Ma A, Cao L, Wu X, Chen B, Tian H, Gao Y. Genotypic Variation in Nitrogen Utilization Efficiency of Oilseed Rape ( Brassica napus) Under Contrasting N Supply in Pot and Field Experiments. FRONTIERS IN PLANT SCIENCE 2017; 8:1825. [PMID: 29163565 PMCID: PMC5664426 DOI: 10.3389/fpls.2017.01825] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/30/2017] [Accepted: 10/10/2017] [Indexed: 05/21/2023]
Abstract
Oilseed rape (Brassica napus) characteristically has high N uptake efficiency and low N utilization efficiency (NUtE, seed yield/shoot N accumulation). Determining the NUtE phenotype of various genotypes in different growth conditions is a way of finding target traits to improve oilseed rape NUtE. The aim of this study was to compare oilseed rape genotypes grown on contrasting N supply rates in pot and field experiments to investigate the genotypic variations of NUtE and to identify indicators of N efficient genotypes. For 50 oilseed rape genotypes, NUtE, dry matter and N partitioning, morphological characteristics, and the yield components were investigated under high and low N supplies in a greenhouse pot experiment and a field trial. Although the genotype rankings of NUtE were different between the pot experiment and the field trial, some genotypes performed consistently in both two environments. N-responder, N-nonresponder, N-efficient and N-inefficient genotypes were identified from these genotypes with consistent NUtE. The correlations between the pot experiment and the field trial in NUtE were only 0.34 at high N supplies and no significant correlations were found at low N supplies. However, Pearson coefficient correlation (r) and principal component analysis showed NUtE had similar genetic correlations with other traits across the pot and field experiment. Among the yield components, only seeds per silique showed strong and positive correlations with NUtE under varying N supply in both experiments (r = 0.47**; 0.49**; 0.47**; 0.54**). At high and low N supply, NUtE was positively correlated with seed yield (r = 0.45**; 0.53**; 0.39**; 0.87**), nitrogen harvest index (NHI, r = 0.68**; 0.82**; 0.99**; 0.89**), and harvest index (HI, r = 0.79**; 0.83**; 0.90**; 0.78**) and negatively correlated with biomass distribution to stem and leaf (r = -0.34**; -0.45**; -0.37**; 0.62**), all aboveground plant section N concentration (r from -0.30* to -0.80**), N distribution to the vegetative parts (silique husk, stem and leaf) (r from -0.40** to -0.83**). N-efficient (N-responder) genotypes produced more seeds per silique and had significantly higher NHI and HI than did N-inefficient (N-nonresponder) genotypes. In conclusion, across the pot and field experiments, the 50 genotypes had similar underlying traits correlated with NUtE and seeds per silique may be a good indicator of NUtE.
Collapse
Affiliation(s)
- Huiying He
- College of Natural Resource and Environment, Northwest A and F University, Xianyang Shi, China
| | - Rui Yang
- College of Natural Resource and Environment, Northwest A and F University, Xianyang Shi, China
| | - Yajun Li
- College of Natural Resource and Environment, Northwest A and F University, Xianyang Shi, China
| | - Aisheng Ma
- College of Natural Resource and Environment, Northwest A and F University, Xianyang Shi, China
| | - Lanqin Cao
- College of Natural Resource and Environment, Northwest A and F University, Xianyang Shi, China
| | - Xiaoming Wu
- Institute of Oil Crop Research, Chinese Academy of Agricultural Sciences, Wuhan, China
| | - Biyun Chen
- Institute of Oil Crop Research, Chinese Academy of Agricultural Sciences, Wuhan, China
| | - Hui Tian
- College of Natural Resource and Environment, Northwest A and F University, Xianyang Shi, China
| | - Yajun Gao
- College of Natural Resource and Environment, Northwest A and F University, Xianyang Shi, China
- Key Laboratory of Plant Nutrition and the Agri-environment in Northwest China, Ministry of Agriculture, Yangling, China
- *Correspondence: Yajun Gao
| |
Collapse
|
14
|
Poorter H, Fiorani F, Pieruschka R, Wojciechowski T, van der Putten WH, Kleyer M, Schurr U, Postma J. Pampered inside, pestered outside? Differences and similarities between plants growing in controlled conditions and in the field. THE NEW PHYTOLOGIST 2016; 212:838-855. [PMID: 27783423 DOI: 10.1111/nph.14243] [Citation(s) in RCA: 214] [Impact Index Per Article: 26.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/31/2016] [Accepted: 07/17/2016] [Indexed: 05/17/2023]
Abstract
I. 839 II. 839 III. 841 IV. 845 V. 847 VI. 848 VII. 849 VIII. 851 851 852 References 852 Appendix A1 854 SUMMARY: Plant biologists often grow plants in growth chambers or glasshouses with the ultimate aim to understand or improve plant performance in the field. What is often overlooked is how results from controlled conditions translate back to field situations. A meta-analysis showed that lab-grown plants had faster growth rates, higher nitrogen concentrations and different morphology. They remained smaller, however, because the lab plants had grown for a much shorter time. We compared glasshouse and growth chamber conditions with those in the field and found that the ratio between the daily amount of light and daily temperature (photothermal ratio) was consistently lower under controlled conditions. This may strongly affect a plant's source : sink ratio and hence its overall morphology and physiology. Plants in the field also grow at higher plant densities. A second meta-analysis showed that a doubling in density leads on average to 34% smaller plants with strong negative effects on tiller or side-shoot formation but little effect on plant height. We found the r2 between lab and field phenotypic data to be rather modest (0.26). Based on these insights, we discuss various alternatives to facilitate the translation from lab results to the field, including several options to apply growth regimes closer to field conditions.
Collapse
Affiliation(s)
- Hendrik Poorter
- Plant Sciences (IBG-2), Forschungszentrum Jülich GmbH, D-52425, Jülich, Germany
| | - Fabio Fiorani
- Plant Sciences (IBG-2), Forschungszentrum Jülich GmbH, D-52425, Jülich, Germany
| | - Roland Pieruschka
- Plant Sciences (IBG-2), Forschungszentrum Jülich GmbH, D-52425, Jülich, Germany
| | | | - Wim H van der Putten
- Terrestrial Ecology, Netherlands Institute for Ecology, Droevendaalsesteeg 10, 6708 PB, Wageningen, the Netherlands
- Laboratory of Nematology, Wageningen University, Droevendaalsesteeg 1, 6708 PB, Wageningen, the Netherlands
| | - Michael Kleyer
- Landscape Ecology Group, Institute of Biology and Environmental Sciences, University of Oldenburg, D-26111, Oldenburg, Germany
| | - Uli Schurr
- Plant Sciences (IBG-2), Forschungszentrum Jülich GmbH, D-52425, Jülich, Germany
| | - Johannes Postma
- Plant Sciences (IBG-2), Forschungszentrum Jülich GmbH, D-52425, Jülich, Germany
| |
Collapse
|
15
|
Buru JC, Dhileepan K, Osunkoya OO, Firn J. Comparison of growth traits between abundant and uncommon forms of a non-native vine, Dolichandra unguis-cati (Bignoniaceae) in Australia. NEOBIOTA 2016. [DOI: 10.3897/neobiota.30.8495] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
|
16
|
Du E, Liu X, Fang J. Effects of nitrogen additions on biomass, stoichiometry and nutrient pools of moss Rhytidium rugosum in a boreal forest in Northeast China. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2014; 188:166-171. [PMID: 24602847 DOI: 10.1016/j.envpol.2014.02.011] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/05/2013] [Revised: 02/08/2014] [Accepted: 02/09/2014] [Indexed: 06/03/2023]
Abstract
Global nitrogen (N) deposition has been enhanced with anthropogenic N emissions, and its impacts on mosses are receiving more and more attention. This study investigates how N deposition influence the biomass and stoichiometry of moss Rhytidium rugosum, using a 3-year N enrichment experiment with 0, 2, 5 and 10 g N m(-2) yr(-1) in a boreal forest in Northeast China. Low N additions caused an N redundancy and moderate to high N additions resulted in a biomass loss. N additions reduced biomass ratios of green to brown tissues and increased N and phosphorus (P) contents, suggesting changes in photosynthetic capacity and litter decomposition. Biomass N pools showed a unimodal response to the N additions, and P pools decreased under moderate and high N additions. Our findings indicate significant stoichiometric and biomass changes caused by N deposition may lead to a substantial carbon and nutrient loss in boreal moss carpets.
Collapse
Affiliation(s)
- Enzai Du
- Department of Ecology, College of Urban and Environmental Sciences, Key Laboratory for Earth Surface Processes of the Ministry of Education, Peking University, Beijing 100871, China
| | - Xiuyuan Liu
- State Key Laboratory of Vegetation and Environmental Change, Institute of Botany, Chinese Academy of Sciences, Beijing 100093, China
| | - Jingyun Fang
- Department of Ecology, College of Urban and Environmental Sciences, Key Laboratory for Earth Surface Processes of the Ministry of Education, Peking University, Beijing 100871, China; State Key Laboratory of Vegetation and Environmental Change, Institute of Botany, Chinese Academy of Sciences, Beijing 100093, China.
| |
Collapse
|
17
|
Granath G, Limpens J, Posch M, Mücher S, de Vries W. Spatio-temporal trends of nitrogen deposition and climate effects on Sphagnum productivity in European peatlands. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2014; 187:73-80. [PMID: 24457298 DOI: 10.1016/j.envpol.2013.12.023] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/26/2013] [Revised: 12/21/2013] [Accepted: 12/23/2013] [Indexed: 06/03/2023]
Abstract
To quantify potential nitrogen (N) deposition impacts on peatland carbon (C) uptake, we explored temporal and spatial trends in N deposition and climate impacts on the production of the key peat forming functional group (Sphagnum mosses) across European peatlands for the period 1900-2050. Using a modelling approach we estimated that between 1900 and 1950 N deposition impacts remained limited irrespective of geographical position. Between 1950 and 2000 N deposition depressed production between 0 and 25% relative to 1900, particularly in temperate regions. Future scenarios indicate this trend will continue and become more pronounced with climate warming. At the European scale, the consequences for Sphagnum net C-uptake remained small relative to 1900 due to the low peatland cover in high-N areas. The predicted impacts of likely changes in N deposition on Sphagnum productivity appeared to be less than those of climate. Nevertheless, current critical loads for peatlands are likely to hold under a future climate.
Collapse
Affiliation(s)
- Gustaf Granath
- School of Geography and Earth Sciences, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4K1, Canada; Department of Aquatic Sciences and Assessment, Swedish University of Agricultural Sciences, Box 7050, SE-75007 Uppsala, Sweden.
| | - Juul Limpens
- Nature Conservation and Plant Ecology Group, Wageningen University, Droevendaalsesteeg 3a, 6708 PB Wageningen, The Netherlands.
| | - Maximilian Posch
- Coordination Centre for Effects (CCE), RIVM, PO Box 1, 3720 BA Bilthoven, The Netherlands.
| | - Sander Mücher
- Alterra, Wageningen University and Research Centre (WUR), PO Box 47, 6700 AA Wageningen, The Netherlands.
| | - Wim de Vries
- Alterra, Wageningen University and Research Centre (WUR), PO Box 47, 6700 AA Wageningen, The Netherlands; Environmental Systems Analysis Group, Wageningen University, PO Box 47, 6700 AA Wageningen, The Netherlands.
| |
Collapse
|
18
|
Prashar A, Yildiz J, McNicol JW, Bryan GJ, Jones HG. Infra-red thermography for high throughput field phenotyping in Solanum tuberosum. PLoS One 2013; 8:e65816. [PMID: 23762433 PMCID: PMC3676367 DOI: 10.1371/journal.pone.0065816] [Citation(s) in RCA: 66] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2013] [Accepted: 05/01/2013] [Indexed: 11/18/2022] Open
Abstract
The rapid development of genomic technology has made high throughput genotyping widely accessible but the associated high throughput phenotyping is now the major limiting factor in genetic analysis of traits. This paper evaluates the use of thermal imaging for the high throughput field phenotyping of Solanum tuberosum for differences in stomatal behaviour. A large multi-replicated trial of a potato mapping population was used to investigate the consistency in genotypic rankings across different trials and across measurements made at different times of day and on different days. The results confirmed a high degree of consistency between the genotypic rankings based on relative canopy temperature on different occasions. Genotype discrimination was enhanced both through normalising data by expressing genotype temperatures as differences from image means and through the enhanced replication obtained by using overlapping images. A Monte Carlo simulation approach was used to confirm the magnitude of genotypic differences that it is possible to discriminate. The results showed a clear negative association between canopy temperature and final tuber yield for this population, when grown under ample moisture supply. We have therefore established infrared thermography as an easy, rapid and non-destructive screening method for evaluating large population trials for genetic analysis. We also envisage this approach as having great potential for evaluating plant response to stress under field conditions.
Collapse
Affiliation(s)
- Ankush Prashar
- Cell and Molecular Sciences, The James Hutton Institute, Invergowrie, Dundee, United Kingdom.
| | | | | | | | | |
Collapse
|
19
|
Curtis PS, Queenborough SA. Raising the standards for ecological meta-analyses. THE NEW PHYTOLOGIST 2012; 195:279-281. [PMID: 22702404 DOI: 10.1111/j.1469-8137.2012.04207.x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2023]
Affiliation(s)
- Peter S Curtis
- Department of Evolution, Ecology, and Organismal Biology, The Ohio State University, Columbus, OH 43210-1293, USA
- (Author for correspondence: tel +1 614 292 8280; email )
| | - Simon A Queenborough
- Department of Evolution, Ecology, and Organismal Biology, The Ohio State University, Columbus, OH 43210-1293, USA
| |
Collapse
|