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Dove A, Charters MD, Campbell MJ, Blake H, Menon M, Sarasan V. Fungal Community Composition at the Last Remaining Wild Site of Yellow Early Marsh Orchid ( Dactylorhiza incarnata ssp. ochroleuca). Microorganisms 2023; 11:2124. [PMID: 37630684 PMCID: PMC10459220 DOI: 10.3390/microorganisms11082124] [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: 07/05/2023] [Revised: 08/01/2023] [Accepted: 08/16/2023] [Indexed: 08/27/2023] Open
Abstract
The yellow early marsh orchid (Dactylorhiza incarnata ssp. ochroleuca) is a critically endangered terrestrial orchid in Britain. Previous attempts to translocate symbiotic seedlings to a site near the last remaining wild site demonstrated some success, with a 10% survival rate despite adverse weather conditions over a two-year period. However, to facilitate future reintroduction efforts or conservation translocations, a more comprehensive understanding of the fungal microbiome and abiotic soil characteristics at the final remaining wild site is required. Obtaining comprehensive information on both the fungal community and soil nutrient composition from wild sites has significant benefits and may prove critical for the success of future conservation translocations involving threatened orchids. This preliminary study, conducted at the last remaining wild site, revealed a significant correlation between the relative abundance of the orchid mycorrhizal fungal order Cantharellales and the concentrations of nitrate and phosphate in the soil. Another orchid mycorrhizal fungal group, Sebacinales, was found to be distributed extensively throughout the site. The composition of fungal communities across the entire site, orchid-hosting and non-orchid-hosting soils is discussed in relation to reinforcing the current population and preventing the extinction of this orchid.
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Affiliation(s)
- Andrea Dove
- Royal Botanic Gardens, Kew, Richmond TW9 3DS, UK
| | | | | | - Hanna Blake
- Department of Geography, University of Sheffield, Sheffield S10 2TN, UK; (H.B.)
| | - Manoj Menon
- Department of Geography, University of Sheffield, Sheffield S10 2TN, UK; (H.B.)
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2
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Su T, He B, Zhao F, Jiang K, Lin G, Huang Z. Population genomics and phylogeography of
Colletes gigas
, a wild bee specialized on winter flowering plants. Ecol Evol 2022; 12:e8863. [PMID: 35494503 PMCID: PMC9035574 DOI: 10.1002/ece3.8863] [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: 03/30/2022] [Accepted: 04/05/2022] [Indexed: 11/09/2022] Open
Abstract
Diet specialization may affect the population genetic structure of pollinators by reducing gene flow and driving genetic differentiation, especially in pollen‐specialist bees. Colletes gigas is a pollen‐specialist pollinator of Camellia oleifera, one of the most important staple oil crops in China. Ca. oleifera blooms in cold climates and contains special compounds that make it an unusable pollen source to other pollinators. Thus, C. gigas undoubtedly plays a key role as the main pollinator of Ca. oleifera, with biological and economic significance. Here, we use a population genomic approach to analyze the roles of geography and climate on the genetic structure, genetic diversity, and demographic history of C. gigas. A total of 1,035,407 SNPs were identified from a 582.77 Gb dataset. Clustering and phylogenetic analyses revealed a marked genetic structure, with individuals grouped into nine local clusters. A significant isolation by distance was detected by both the Mantel test (R = .866, p = .008) and linear regression (R2 = .616, p < .001). Precipitation and sunshine duration were positively and significantly (R ≥ .765, p ≤ .016) correlated with observed heterozygosity (Ho) and expected heterozygosity (He). These results showed that C. gigas populations had a distinct phylogeographic pattern determined by geographical distance and environmental factors (precipitation and sunshine duration). In addition, an analysis of paleogeographic dynamics indicated that C. gigas populations exhibited patterns of glacial expansion and interglacial contraction, likely resulting from post‐glacial habitat contraction and fragmentation. Our results indicated that the peculiar phylogeographic patterns in C. gigas populations may be related to their specialization under long‐term adaptation to host plants. This work improves our understanding of the population genetics in pollen‐specialist bees. The distinct genetic clusters identified in this study should be taken into consideration for the protection and utilization of this specialized crop pollinator.
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Affiliation(s)
- Tianjuan Su
- School of Life Sciences Jinggangshan University Ji'an China
| | - Bo He
- School of Life Sciences Jinggangshan University Ji'an China
- College of Life Sciences Anhui Normal University Wuhu China
| | - Fang Zhao
- School of Life Sciences Jinggangshan University Ji'an China
| | - Kai Jiang
- School of Life Sciences Jinggangshan University Ji'an China
| | - Gonghua Lin
- School of Life Sciences Jinggangshan University Ji'an China
| | - Zuhao Huang
- School of Life Sciences Jinggangshan University Ji'an China
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3
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Kolanowska M, Michalska E, Konowalik K. The impact of global warming on the niches and pollinator availability of sexually deceptive orchid with a single pollen vector. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 795:148850. [PMID: 34246141 DOI: 10.1016/j.scitotenv.2021.148850] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/25/2021] [Revised: 05/21/2021] [Accepted: 06/30/2021] [Indexed: 05/12/2023]
Abstract
Orchidaceae are among the most endangered plants in the world. Considering the sensitive nature of pollinator-plant relationship the most vulnerable are species which are dependent on a single pollen vector. In this paper the future distribution of suitable niches of Australian sexually deceptive orchid Leporella fimbriata and its pollinator (Myrmecia urens) was estimated using three machine learning algorithms. While the potential range of fringed hare orchid depending on modelling method will be larger or slightly reduced than currently observed, the ant will face significant loss of suitable niches. As a result of global warming the overlap of orchid and its only pollen vector will most probably decrease. The unavailability of pollen vector will lead to decreased reproductive success and as a result it will be a great threat for L. fimbriata existence.
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Affiliation(s)
- Marta Kolanowska
- University of Lodz, Faculty of Biology and Environmental Protection, Department of Geobotany and Plant Ecology, Banacha 12/16, 90-237 Lodz, Poland; Department of Biodiversity Research, Global Change Research Institute AS CR, Bělidla 4a, 603 00 Brno, Czech Republic.
| | - Ewa Michalska
- University of Lodz, Faculty of Biology and Environmental Protection, Department of Geobotany and Plant Ecology, Banacha 12/16, 90-237 Lodz, Poland
| | - Kamil Konowalik
- Wrocław University of Environmental and Life Sciences, Institute of Environmental Biology, Department of Plant Biology, Kożuchowska 5b, 51-631 Wroclaw, Poland
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4
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Sarasan V, Pankhurst T, Yokoya K, Sriskandarajah S, McDiarmid F. Preventing Extinction of a Critically Endangered Dactylorhiza incarnata subsp. ochroleuca in Britain Using Symbiotic Seedlings for Reintroduction. Microorganisms 2021; 9:microorganisms9071421. [PMID: 34209355 PMCID: PMC8303340 DOI: 10.3390/microorganisms9071421] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2021] [Revised: 06/24/2021] [Accepted: 06/26/2021] [Indexed: 11/29/2022] Open
Abstract
The yellow early marsh-orchid (Dactylorhiza incarnata subsp. ochroleuca) is critically endangered in the UK. Reintroduction of this threatened orchid to former haunts that have been restored is a long-term objective of this study. Identifying germination-specific mycorrhizal fungus lineages from closely related species is used as a method due to the extremely small number of plants left in the wild. A putative orchid mycorrhizal fungus of the family Tulasnellaceae, isolated from Dactylorhiza praetermissa, supported in vitro seed germination to produce reintroduction-ready seedlings. Reintroduced symbiotic seedlings survived over the winter months in the flooded reintroduction site (RS). The comparative soil analysis for key nutrients before reintroduction showed that phosphorus content in the RS is very low compared to the soil collected from the wild site (WS) where the last viable population exists. On the other hand, C:N ratio in the soil at the WS and RS were not significantly different. To our knowledge, this is the first-ever report on the reintroduction of symbiotic seedlings of a threatened orchid back to the wild in the UK.
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Affiliation(s)
- Viswambharan Sarasan
- Royal Botanic Gardens, Kew, Richmond, Surrey TW9 3DS, UK; (K.Y.); (F.M.)
- Correspondence:
| | - Tim Pankhurst
- Plantlife, Brewery House, 36 Milford Street, Salisbury, Wiltshire SP1 2AP, UK; (T.P.); (S.S.)
| | - Kazutomo Yokoya
- Royal Botanic Gardens, Kew, Richmond, Surrey TW9 3DS, UK; (K.Y.); (F.M.)
| | - Sridevy Sriskandarajah
- Plantlife, Brewery House, 36 Milford Street, Salisbury, Wiltshire SP1 2AP, UK; (T.P.); (S.S.)
| | - Faye McDiarmid
- Royal Botanic Gardens, Kew, Richmond, Surrey TW9 3DS, UK; (K.Y.); (F.M.)
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5
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Borràs J, Cursach J. Female and male fitness of a sexually deceptive orchid with a narrow distribution area: from phenotypic traits to spatial distribution patterns. PLANT BIOLOGY (STUTTGART, GERMANY) 2021; 23:130-139. [PMID: 32959484 DOI: 10.1111/plb.13184] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/15/2020] [Accepted: 09/09/2020] [Indexed: 06/11/2023]
Abstract
The Orchidaceae family presents one of the most extravagant pollination mechanisms: deception. While many studies on reproductive success have been performed on food-deception orchids, less have been performed on sexually deceptive orchids. Here, we focused on Ophrys balearica P. Delforge, an endemic orchid of the Balearic Islands, to study its reproductive ecology, the spatio-temporal variation of its reproductive success and the individual (floral display and geospatial position) and population parameters (patch size, shape and density) that affect its reproductive success. We performed hand-pollination experiments, along with the recording of floral display parameters and GPS position of over 1,100 individuals from seven populations in two consecutive years. We applied, for the first time, GIS tools to analyse the effects of individual's position within the population on the reproductive success. Reproductive success was measured both in male (removed pollinia) and female (fruit set) fitness. The results confirm that this species is pollinator-dependent and mostly allogamous, but also self-compatible. This species showed high values for the cumulative inbreeding depression index and high pollen limitation. Male fitness was almost equal to female fitness between years and populations, and reproductive success exhibited huge spatio-temporal variation. Although we did not find strong correlations between floral display and reproductive success, patches with low-plant density and individuals in the external portion of the population showed significantly higher plant fitness. These findings must be considered in conservation actions for endangered orchid species, especially considering that most orchids are strongly dependent on pollinators for their species' fitness.
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Affiliation(s)
- J Borràs
- Laboratory of Botany, Research Group on Plant Biology under Mediterranean Conditions, Department of Biology, University of Balearic Islands, Palma, Spain
| | - J Cursach
- Laboratory of Botany, Research Group on Plant Biology under Mediterranean Conditions, Department of Biology, University of Balearic Islands, Palma, Spain
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6
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Riaño-Jiménez D, Guerrero M, Alarcón P, Cure JR. Effects of Climate Variability on Queen Production and Pollen Preferences of Neotropical Bumblebee Bombus atratus in a High Andean Suburban Condition. NEOTROPICAL ENTOMOLOGY 2020; 49:586-594. [PMID: 32162246 DOI: 10.1007/s13744-019-00758-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/20/2018] [Accepted: 12/20/2019] [Indexed: 06/10/2023]
Abstract
Bombus atratus Franklin is a widely distributed bumblebee of South America. In Colombia, this species is recognized for its ability to adapt to highly disturbed habitats. However, knowledge of its ecology is poorly known, in particular conditions to ensure the long-term conservation of its populations. Identification of pollen resources is an important issue that could be used as a tool to manage and conserve bumblebees. In tropical areas, rainfall patterns could affect floral phenology and therefore the availability of pollen resources. Considering this, the present work aimed to establish the effect of extreme weather conditions (El Niño) in pollen availability, use of pollinic sources, and gyne production in B. atratus colonies. We reared and located 14 B. atratus colonies in a suburban area during a dry season (ENSO "El Niño") and a rainy season (ENSO "La Niña"). We registered time to gyne production and numbers of gynes produced per colony. We extracted pollen samples to establish both its floral origin and its relative abundance. We measured floral offer for each season. The data of pollen use per colony were utilized to perform Bipartite networks. We analyzed the production of gynes and pollen use per season with correlation models and generalized linear models. Colonies of the rainy season produced more gynes and faster. The floral diversity and offer were higher during the rainy season. Successful colonies used specific pollen sources in two seasons, independently of the floral offer. Extreme dry season affected development of B. atratus colonies.
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Affiliation(s)
| | | | - P Alarcón
- Nueva Granada Univ, Cajicá, Colombia
| | - J R Cure
- Nueva Granada Univ, Cajicá, Colombia
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7
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Bell J, Yokoya K, Kendon JP, Sarasan V. Diversity of root-associated culturable fungi of Cephalanthera rubra (Orchidaceae) in relation to soil characteristics. PeerJ 2020; 8:e8695. [PMID: 32175192 PMCID: PMC7058101 DOI: 10.7717/peerj.8695] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2019] [Accepted: 02/05/2020] [Indexed: 11/30/2022] Open
Abstract
Cephalanthera rubra (L.) Rich., Red Helleborine, is a widespread orchid in Europe but known only from three very small populations in England. These populations are in decline with no natural seed setting for more than a decade. The species may become extinct in the UK soon unless viable strategies are in place for ex situ conservation, especially the use of symbiotic propagation. Because of the fragile nature of the populations in England mycorrhizal fungal diversity study is not feasible. Therefore, to understand the factors needed for healthy Red Helleborine populations, soil characteristics and diversity of culturable root-derived fungi of the populations from a small area in the Loire Valley in France were studied. The main objectives of the study were: (1) Which culturable mycorrhizal fungi associated with C. rubra roots and (2) To what extent is variation in fungal communities related to variation in soil characteristics? Here, we report a significant difference in diversity of culturable mycorrhizal and non-mycorrhizal fungi depending on soil pH and phosphorus content. Mycorrhizal associations were favoured by plants in locations with low soil nutrient availability and comparatively higher pH. Our study shows that mycorrhizal fungi, both ecto and endo, can be cultured from roots of plants at different maturity stages.
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Affiliation(s)
- Jake Bell
- Natural Capital and Plant Health, Royal Botanic Gardens, Kew, Richmond, Surrey, UK
| | - Kazutomo Yokoya
- Natural Capital and Plant Health, Royal Botanic Gardens, Kew, Richmond, Surrey, UK
| | - Jonathan P. Kendon
- Comparative Plant and Fungal Biology, Royal Botanic Gardens, Kew, Richmond, Surrey, UK
| | - Viswambharan Sarasan
- Natural Capital and Plant Health, Royal Botanic Gardens, Kew, Richmond, Surrey, UK
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8
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Jaffé R, Veiga JC, Pope NS, Lanes ÉCM, Carvalho CS, Alves R, Andrade SCS, Arias MC, Bonatti V, Carvalho AT, de Castro MS, Contrera FAL, Francoy TM, Freitas BM, Giannini TC, Hrncir M, Martins CF, Oliveira G, Saraiva AM, Souza BA, Imperatriz‐Fonseca VL. Landscape genomics to the rescue of a tropical bee threatened by habitat loss and climate change. Evol Appl 2019; 12:1164-1177. [PMID: 31293629 PMCID: PMC6597871 DOI: 10.1111/eva.12794] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2018] [Revised: 03/14/2019] [Accepted: 03/19/2019] [Indexed: 12/25/2022] Open
Abstract
Habitat degradation and climate change are currently threatening wild pollinators, compromising their ability to provide pollination services to wild and cultivated plants. Landscape genomics offers powerful tools to assess the influence of landscape modifications on genetic diversity and functional connectivity, and to identify adaptations to local environmental conditions that could facilitate future bee survival. Here, we assessed range-wide patterns of genetic structure, genetic diversity, gene flow, and local adaptation in the stingless bee Melipona subnitida, a tropical pollinator of key biological and economic importance inhabiting one of the driest and hottest regions of South America. Our results reveal four genetic clusters across the species' full distribution range. All populations were found to be under a mutation-drift equilibrium, and genetic diversity was not influenced by the amount of reminiscent natural habitats. However, genetic relatedness was spatially autocorrelated and isolation by landscape resistance explained range-wide relatedness patterns better than isolation by geographic distance, contradicting earlier findings for stingless bees. Specifically, gene flow was enhanced by increased thermal stability, higher forest cover, lower elevations, and less corrugated terrains. Finally, we detected genomic signatures of adaptation to temperature, precipitation, and forest cover, spatially distributed in latitudinal and altitudinal patterns. Taken together, our findings shed important light on the life history of M. subnitida and highlight the role of regions with large thermal fluctuations, deforested areas, and mountain ranges as dispersal barriers. Conservation actions such as restricting long-distance colony transportation, preserving local adaptations, and improving the connectivity between highlands and lowlands are likely to assure future pollination services.
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Affiliation(s)
- Rodolfo Jaffé
- Instituto Tecnológico ValeBelémBrazil
- Departamento de EcologiaUniversidade de São PauloSão PauloBrazil
- Departamento de BiociênciasUniversidade Federal Rural do Semi‐ÁridoMossoróBrazil
| | - Jamille C. Veiga
- Instituto de Ciências BiológicasUniversidade Federal do ParáBelémBrazil
| | | | | | | | | | - Sónia C. S. Andrade
- Departamento de Genética e Biologia EvolutivaUniversidade de São PauloSão PauloBrazil
| | - Maria C. Arias
- Departamento de Genética e Biologia EvolutivaUniversidade de São PauloSão PauloBrazil
| | - Vanessa Bonatti
- Departamento de Genética, Faculdade de Medicina de Ribeirão PretoUniversidade de São PauloRibeirão PretoBrazil
| | - Airton T. Carvalho
- Unidade Acadêmica de Serra TalhadaUniversidade Federal Rural de PernambucoSerra TalhadaBrazil
| | - Marina S. de Castro
- Centro de Agroecologia Rio SecoUniversidade Estadual de Feira de SantanaAmélia RodriguesBrazil
| | | | - Tiago M. Francoy
- Departamento de Genética, Faculdade de Medicina de Ribeirão PretoUniversidade de São PauloRibeirão PretoBrazil
| | - Breno M. Freitas
- Departamento de ZootecniaUniversidade Federal do CearáFortalezaBrazil
| | | | - Michael Hrncir
- Departamento de BiociênciasUniversidade Federal Rural do Semi‐ÁridoMossoróBrazil
| | - Celso F. Martins
- Departamento de Sistemática e EcologiaUniversidade Federal da ParaíbaJoão PessoaBrazil
| | | | - Antonio M. Saraiva
- Escola Politécnica da Universidade de São PauloUniversidade de São PauloSão PauloBrazil
| | | | - Vera L. Imperatriz‐Fonseca
- Instituto Tecnológico ValeBelémBrazil
- Departamento de EcologiaUniversidade de São PauloSão PauloBrazil
- Departamento de BiociênciasUniversidade Federal Rural do Semi‐ÁridoMossoróBrazil
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9
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Schenk M, Mitesser O, Hovestadt T, Holzschuh A. Overwintering temperature and body condition shift emergence dates of spring-emerging solitary bees. PeerJ 2018; 6:e4721. [PMID: 29785341 PMCID: PMC5960268 DOI: 10.7717/peerj.4721] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2017] [Accepted: 04/16/2018] [Indexed: 11/20/2022] Open
Abstract
Solitary bees in seasonal environments must align their life-cycles with favorable environmental conditions and resources; the timing of their emergence is highly fitness relevant. In several bee species, overwintering temperature influences both emergence date and body weight at emergence. High variability in emergence dates among specimens overwintering at the same temperatures suggests that the timing of emergence also depends on individual body conditions. However, possible causes for this variability, such as individual differences in body size or weight, have been rarely studied. In a climate chamber experiment using two spring-emerging mason bees (Osmia cornuta and O. bicornis), we investigated the relationship between temperature, emergence date, body weight, and body size, the last of which is not affected by overwintering temperature. Our study showed that body weight declined during hibernation more strongly in warm than in cold overwintering temperatures. Although bees emerged earlier in warm than in cold overwintering temperatures, at the time of emergence, bees in warm overwintering temperatures had lower body weights than bees in cold overwintering temperatures (exception of male O. cornuta). Among specimens that experienced the same overwintering temperatures, small and light bees emerged later than their larger and heavier conspecifics. Using a simple mechanistic model we demonstrated that spring-emerging solitary bees use a strategic approach and emerge at a date that is most promising for their individual fitness expectations. Our results suggest that warmer overwintering temperatures reduce bee fitness by causing a decrease in body weight at emergence. We showed furthermore that in order to adjust their emergence dates, bees use not only temperature but also their individual body condition as triggers. This may explain differing responses to climate warming within and among bee populations and may have consequences for bee-plant interactions as well as for the persistence of bee populations under climate change.
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Affiliation(s)
- Mariela Schenk
- Department of Animal Ecology and Tropical Biology, University of Würzburg, Würzburg, Germany
| | - Oliver Mitesser
- Department of Animal Ecology and Tropical Biology, University of Würzburg, Würzburg, Germany
| | - Thomas Hovestadt
- Department of Animal Ecology and Tropical Biology, University of Würzburg, Würzburg, Germany
| | - Andrea Holzschuh
- Department of Animal Ecology and Tropical Biology, University of Würzburg, Würzburg, Germany
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10
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Schenk M, Krauss J, Holzschuh A. Desynchronizations in bee–plant interactions cause severe fitness losses in solitary bees. J Anim Ecol 2017; 87:139-149. [DOI: 10.1111/1365-2656.12694] [Citation(s) in RCA: 58] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2016] [Accepted: 04/25/2017] [Indexed: 11/30/2022]
Affiliation(s)
- Mariela Schenk
- Department of Animal Ecology and Tropical BiologyBiocenterUniversity of Würzburg Würzburg Germany
| | - Jochen Krauss
- Department of Animal Ecology and Tropical BiologyBiocenterUniversity of Würzburg Würzburg Germany
| | - Andrea Holzschuh
- Department of Animal Ecology and Tropical BiologyBiocenterUniversity of Würzburg Würzburg Germany
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Putti FF, Filho LRAG, Gabriel CPC, Neto AB, Bonini CDSB, Rodrigues Dos Reis A. A Fuzzy mathematical model to estimate the effects of global warming on the vitality of Laelia purpurata orchids. Math Biosci 2017; 288:124-129. [PMID: 28322852 DOI: 10.1016/j.mbs.2017.03.005] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2016] [Revised: 01/17/2017] [Accepted: 03/16/2017] [Indexed: 10/19/2022]
Abstract
This study aimed to develop a fuzzy mathematical model to estimate the impacts of global warming on the vitality of Laelia purpurata growing in different Brazilian environmental conditions. In order to develop the mathematical model was considered as intrinsic factors the parameters: temperature, humidity and shade conditions to determine the vitality of plants. Fuzzy model results could accurately predict the optimal conditions for cultivation of Laelia purpurata in several sites of Brazil. Based on fuzzy model results, we found that higher temperatures and lacking of properly shading can reduce the vitality of orchids. Fuzzy mathematical model could precisely detect the effect of higher temperatures causing damages on vitality of plants as a consequence of global warming.
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Affiliation(s)
- Fernando Ferrari Putti
- School of Science and Engineering, UNESP - São Paulo State University, Postal Code 17602-496, Tupã, SP, Brazil.
| | | | | | - Alfredo Bonini Neto
- School of Science and Engineering, UNESP - São Paulo State University, Postal Code 17602-496, Tupã, SP, Brazil
| | | | - André Rodrigues Dos Reis
- School of Science and Engineering, UNESP - São Paulo State University, Postal Code 17602-496, Tupã, SP, Brazil
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