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Li Y, Liu Q, Zhang X, Mao B, Yang G, Shi F, Bi J, Ma Z, Tang G. Effects of Environmental Factors on the Diversity of Grasshopper Communities along Altitude Gradients in Xizang, China. INSECTS 2024; 15:671. [PMID: 39336639 PMCID: PMC11432001 DOI: 10.3390/insects15090671] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/31/2024] [Revised: 08/24/2024] [Accepted: 08/30/2024] [Indexed: 09/30/2024]
Abstract
To determine the grasshopper species composition, altitudinal distribution patterns, and their main drivers, we conducted a study in Xizang using 33 sample plots ranging from 600 to 4100 m. Grasshoppers were collected from August to October during 2020-2022 using sweep nets. A total of 1159 grasshoppers from six families, 28 genera, and 44 species were identified, with Omocestus cuonaensis and Aserratus eminifrontus as the dominant species, comprising 30.03% and 10.26% of total grasshoppers, respectively. The results showed that species richness and the Margalef richness index of grasshopper communities decreased significantly (p < 0.05) with increasing altitude, peaking at 1100-1600 m and lowest values at 2600-3100 m. Similarly, the Shannon-Wiener index and Simpson dominance index also decreased significantly (p < 0.05) with an increase in altitude, showing the highest and lowest values at 600-1100 m and 3100-3600 m, respectively. The Jaccard similarity coefficients among grasshopper communities varied from 0 to 0.40 across altitudinal gradients, indicating different degrees of dissimilarity. The results of Pearson correlation analyses showed that the Shannon-Wiener index, species richness, Margalef richness index, and Simpson dominance index of grasshopper communities were significantly negatively correlated with the temperature factors and soil pH, but they were significantly positively correlated with the moisture factors. Hierarchical partitioning identified annual mean temperature-daily difference, precipitation in the coldest season, and driest month precipitation as the primary factors explaining variance in grasshopper community diversity in Xizang. These findings provided greater insights into the mechanisms underlying insect community structure, distribution patterns, and diversity in Xizang ecosystems, including implications for the effects of global warming on insect communities.
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Affiliation(s)
- Yonghui Li
- Research Institute of Gaoligong Mountains, Baoshan University, Key Laboratory of Conservation and Utilization of Insect Resources in Western Yunnan, Baoshan 678000, China
- Baoshan Key Laboratory of Biodiversity Conservation and Utilization of Gaoligong Mountains, Baoshan 678000, China
- College of Plant Protection, Yunnan Agricultural University, National Key Laboratory for Conservation and Utilization of Biological Resources in Yunnan, Kunming 650201, China
| | - Qing Liu
- Research Institute of Gaoligong Mountains, Baoshan University, Key Laboratory of Conservation and Utilization of Insect Resources in Western Yunnan, Baoshan 678000, China
- Baoshan Key Laboratory of Biodiversity Conservation and Utilization of Gaoligong Mountains, Baoshan 678000, China
| | - Xiaoming Zhang
- College of Plant Protection, Yunnan Agricultural University, National Key Laboratory for Conservation and Utilization of Biological Resources in Yunnan, Kunming 650201, China
| | - Benyong Mao
- College of Agriculture and Biological Science, Dali University, Dali 671003, China
| | - Guohui Yang
- College of Agriculture and Biological Science, Dali University, Dali 671003, China
| | - Fuming Shi
- School of Life Science, Institute of Life Science and Green Development, Hebei University, Baoding 071002, China
| | - Jingui Bi
- Research Institute of Gaoligong Mountains, Baoshan University, Key Laboratory of Conservation and Utilization of Insect Resources in Western Yunnan, Baoshan 678000, China
| | - Zhibin Ma
- Research Institute of Gaoligong Mountains, Baoshan University, Key Laboratory of Conservation and Utilization of Insect Resources in Western Yunnan, Baoshan 678000, China
| | - Guowen Tang
- College of Plant Protection, Yunnan Agricultural University, National Key Laboratory for Conservation and Utilization of Biological Resources in Yunnan, Kunming 650201, China
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Munk P, Yang D, Röder T, Maier L, Petersen TN, Duarte ASR, Clausen PTLC, Brinch C, Van Gompel L, Luiken R, Wagenaar JA, Schmitt H, Heederik DJJ, Mevius DJ, Smit LAM, Bossers A, Aarestrup FM. The European livestock resistome. mSystems 2024; 9:e0132823. [PMID: 38501800 PMCID: PMC11019871 DOI: 10.1128/msystems.01328-23] [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: 12/15/2023] [Accepted: 02/21/2024] [Indexed: 03/20/2024] Open
Abstract
Metagenomic sequencing has proven to be a powerful tool in the monitoring of antimicrobial resistance (AMR). Here, we provide a comparative analysis of the resistome from pigs, poultry, veal calves, turkey, and rainbow trout, for a total of 538 herds across nine European countries. We calculated the effects of per-farm management practices and antimicrobial usage (AMU) on the resistome in pigs, broilers, and veal calves. We also provide an in-depth study of the associations between bacterial diversity, resistome diversity, and AMR abundances as well as co-occurrence analysis of bacterial taxa and antimicrobial resistance genes (ARGs) and the universality of the latter. The resistomes of veal calves and pigs clustered together, as did those of avian origin, while the rainbow trout resistome was different. Moreover, we identified clear core resistomes for each specific food-producing animal species. We identified positive associations between bacterial alpha diversity and both resistome alpha diversity and abundance. Network analyses revealed very few taxa-ARG associations in pigs but a large number for the avian species. Using updated reference databases and optimized bioinformatics, previously reported significant associations between AMU, biosecurity, and AMR in pig and poultry farms were validated. AMU is an important driver for AMR; however, our integrated analyses suggest that factors contributing to increased bacterial diversity might also be associated with higher AMR load. We also found that dispersal limitations of ARGs are shaping livestock resistomes, and future efforts to fight AMR should continue to emphasize biosecurity measures.IMPORTANCEUnderstanding the occurrence, diversity, and drivers for antimicrobial resistance (AMR) is important to focus future control efforts. So far, almost all attempts to limit AMR in livestock have addressed antimicrobial consumption. We here performed an integrated analysis of the resistomes of five important farmed animal populations across Europe finding that the resistome and AMR levels are also shaped by factors related to bacterial diversity, as well as dispersal limitations. Thus, future studies and interventions aimed at reducing AMR should not only address antimicrobial usage but also consider other epidemiological and ecological factors.
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Affiliation(s)
- Patrick Munk
- National Food Institute, Technical University of Denmark, Lyngby, Denmark
| | - Dongsheng Yang
- Institute for Risk Assessment Sciences, Faculty of Veterinary Medicine, Utrecht University, The Netherlands, Utrecht
| | - Timo Röder
- National Food Institute, Technical University of Denmark, Lyngby, Denmark
| | - Leonie Maier
- School of Biological Sciences, University of Edinburgh, Max Born Crescent, Edinburgh, United Kingdom
| | | | | | | | - Christian Brinch
- National Food Institute, Technical University of Denmark, Lyngby, Denmark
| | - Liese Van Gompel
- Institute for Risk Assessment Sciences, Faculty of Veterinary Medicine, Utrecht University, The Netherlands, Utrecht
| | - Roosmarijn Luiken
- Institute for Risk Assessment Sciences, Faculty of Veterinary Medicine, Utrecht University, The Netherlands, Utrecht
| | - Jaap A. Wagenaar
- Department of Infectious Diseases and Immunology, Faculty of Veterinary Medicine, Utrecht University, The Netherlands, Utrecht
| | - Heike Schmitt
- Institute for Risk Assessment Sciences, Faculty of Veterinary Medicine, Utrecht University, The Netherlands, Utrecht
| | - Dick J. J. Heederik
- Institute for Risk Assessment Sciences, Faculty of Veterinary Medicine, Utrecht University, The Netherlands, Utrecht
| | - Dik J. Mevius
- Department of Infectious Diseases and Immunology, Faculty of Veterinary Medicine, Utrecht University, The Netherlands, Utrecht
- Wageningen Bioveterinary Research, Wageningen University & Research, Lelystad, The Netherlands
| | - Lidwien A. M. Smit
- Institute for Risk Assessment Sciences, Faculty of Veterinary Medicine, Utrecht University, The Netherlands, Utrecht
| | - EFFORT ConsortiumGravelandHaitskeGonzalez-ZornBrunoMoyanoGabrielSandersPascalChauvinClaireBattistiAntonioDewulfJeroenWadepohlKatharinaWasylDariuszSkarzyńskaMagdalenaZajacMagdalenaPękala-SafińskaAgnieszkaDaskalovHristoStärkKatharina D. C.
- National Food Institute, Technical University of Denmark, Lyngby, Denmark
- Institute for Risk Assessment Sciences, Faculty of Veterinary Medicine, Utrecht University, The Netherlands, Utrecht
- School of Biological Sciences, University of Edinburgh, Max Born Crescent, Edinburgh, United Kingdom
- Department of Infectious Diseases and Immunology, Faculty of Veterinary Medicine, Utrecht University, The Netherlands, Utrecht
- Wageningen Bioveterinary Research, Wageningen University & Research, Lelystad, The Netherlands
| | - Alex Bossers
- Institute for Risk Assessment Sciences, Faculty of Veterinary Medicine, Utrecht University, The Netherlands, Utrecht
- Wageningen Bioveterinary Research, Wageningen University & Research, Lelystad, The Netherlands
| | - Frank M. Aarestrup
- National Food Institute, Technical University of Denmark, Lyngby, Denmark
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3
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Gougherty AV, Davies TJ. Evolutionary history of host trees amplifies the dilution effect of biodiversity on forest pests. PLoS Biol 2024; 22:e3002473. [PMID: 38412281 PMCID: PMC10898760 DOI: 10.1371/journal.pbio.3002473] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Accepted: 12/14/2023] [Indexed: 02/29/2024] Open
Abstract
Biodiversity appears to strongly suppress pathogens and pests in many plant and animal systems. However, this "dilution effect" is not consistently detected, and when present can vary strikingly in magnitude. Here, we use forest inventory data from over 25,000 plots (>1.1 million sampled trees) to quantify the strength of the dilution effect on dozens of forest pests and clarify why some pests are particularly sensitive to biodiversity. Using Bayesian hierarchical models, we show that pest prevalence is frequently lower in highly diverse forests, but there is considerable variability in the magnitude of this dilution effect among pests. The strength of dilution was not closely associated with host specialization or pest nativity. Instead, pest prevalence was lower in forests where co-occurring tree species were more distantly related to a pest's preferred hosts. Our analyses indicate that host evolutionary history and forest composition are key to understanding how species diversity may dilute the impacts of tree pests, with important implications for predicting how future biodiversity change may affect the spread and distribution of damaging forest pests.
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Affiliation(s)
- Andrew V. Gougherty
- USDA Forest Service, Northern Research Station, Delaware, Ohio, United States of America
- Department of Botany, University of British Columbia, Vancouver, Canada
| | - T. Jonathan Davies
- Department of Botany, University of British Columbia, Vancouver, Canada
- Department of Forest & Conservation Sciences, University of British Columbia, Vancouver, Canada
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Hu Y, Wang H, Yan H, Han Q, Nan X, Zhao K, Bao Z. Alternative scenarios for urban tree surveys: Investigating the species, structures, and diversities of street trees using street view imagery. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 895:165157. [PMID: 37391146 DOI: 10.1016/j.scitotenv.2023.165157] [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: 04/24/2023] [Revised: 06/15/2023] [Accepted: 06/25/2023] [Indexed: 07/02/2023]
Abstract
Grasping information about street trees can assist urban environmental managers in quantifying and evaluating their costs and ecological benefits. Street view imagery has the potential for urban street tree surveys. However, few studies have been conducted on the inventory of street tree species, size structures and diversity based on street view imagery at the urban scale. In this study, we tried to conduct a survey of street trees in urban areas of Hangzhou using street view images. First, we constructed a size reference items system and determined that using it for street view measurements of street trees was comparable to field measurements results (R2 = 0.913-0.987). On this basis, we investigated the distribution characteristics and differences of street trees in Hangzhou using Baidu Street View and found that Cinnamomum camphora was the dominant tree species in Hangzhou (46.58 %), and the high proportion made urban street trees susceptible to ecological hazards. In addition, surveys conducted separately in various urban districts revealed that the diversity of street trees in new urban areas was smaller and less uniform. Additionally, as the gradient got further away from the city center, the street trees are smaller, the diversity first increased and then decreased, and the evenness gradually decreased. This study analyzes the use of Street View to investigate the distribution of species, size structure, and diversity of urban street trees. The use of street view imagery will simplify the collection of data on urban street trees and provide urban environmental managers with a foundation for strategy development.
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Affiliation(s)
- Yanjun Hu
- College of Landscape Architecture, Zhejiang A & F University, Hangzhou 311300, China
| | - Han Wang
- College of Landscape Architecture, Zhejiang A & F University, Hangzhou 311300, China
| | - Hai Yan
- College of Landscape Architecture, Zhejiang A & F University, Hangzhou 311300, China.
| | - Qian Han
- College of Landscape Architecture, Zhejiang A & F University, Hangzhou 311300, China
| | - Xinge Nan
- College of Landscape Architecture, Zhejiang A & F University, Hangzhou 311300, China
| | - Kechun Zhao
- College of Landscape Architecture, Zhejiang A & F University, Hangzhou 311300, China
| | - Zhiyi Bao
- College of Landscape Architecture, Zhejiang A & F University, Hangzhou 311300, China
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5
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Williams GM, Ginzel MD, Ma Z, Adams DC, Campbell F, Lovett GM, Pildain MB, Raffa KF, Gandhi KJK, Santini A, Sniezko RA, Wingfield MJ, Bonello P. The Global Forest Health Crisis: A Public-Good Social Dilemma in Need of International Collective Action. ANNUAL REVIEW OF PHYTOPATHOLOGY 2023; 61:377-401. [PMID: 37253697 DOI: 10.1146/annurev-phyto-021722-024626] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
Society is confronted by interconnected threats to ecological sustainability. Among these is the devastation of forests by destructive non-native pathogens and insects introduced through global trade, leading to the loss of critical ecosystem services and a global forest health crisis. We argue that the forest health crisis is a public-good social dilemma and propose a response framework that incorporates principles of collective action. This framework enables scientists to better engage policymakers and empowers the public to advocate for proactive biosecurity and forest health management. Collective action in forest health features broadly inclusive stakeholder engagement to build trust and set goals; accountability for destructive pest introductions; pooled support for weakest-link partners; and inclusion of intrinsic and nonmarket values of forest ecosystems in risk assessment. We provide short-term and longer-term measures that incorporate the above principles to shift the societal and ecological forest health paradigm to a more resilient state.
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Affiliation(s)
- Geoffrey M Williams
- International Programs, US Forest Service, US Department of Agriculture, Lansing, Michigan, USA;
- Department of Forestry and Natural Resources, Purdue University, West Lafayette, Indiana, USA
| | - Matthew D Ginzel
- Department of Forestry and Natural Resources, Purdue University, West Lafayette, Indiana, USA
- Department of Entomology, Purdue University, West Lafayette, Indiana, USA
| | - Zhao Ma
- Department of Forestry and Natural Resources, Purdue University, West Lafayette, Indiana, USA
| | - Damian C Adams
- Institute of Food and Agricultural Sciences, University of Florida, Gainesville, Florida, USA
| | - Faith Campbell
- Center for Invasive Species Prevention, Bethesda, Maryland, USA
| | - Gary M Lovett
- Cary Institute of Ecosystem Studies, Millbrook, New York, USA
| | - María Belén Pildain
- Centro de Investigación y Extensión Forestal Andino Patagónico, Consejo Nacional de Investigaciones Científicas y Técnicas, Esquel, Chubut, Argentina
| | - Kenneth F Raffa
- Department of Entomology, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Kamal J K Gandhi
- D. B. Warnell School of Forestry and Natural Resources, University of Georgia, Athens, Georgia, USA
| | - Alberto Santini
- Institute for Sustainable Plant Protection, National Research Council, Sesto Fiorentino, Italy
| | - Richard A Sniezko
- Dorena Genetic Resource Center, US Forest Service, US Department of Agriculture, Cottage Grove, Oregon, USA
| | - Michael J Wingfield
- Forestry and Agricultural Biotechnology Institute, University of Pretoria, Hatfield, Pretoria, South Africa
| | - Pierluigi Bonello
- Department of Plant Pathology, The Ohio State University, Columbus, Ohio, USA;
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Guo Q, Qian H, Zhang J. Does regional species diversity resist biotic invasions? PLANT DIVERSITY 2023; 45:353-357. [PMID: 37397605 PMCID: PMC10311084 DOI: 10.1016/j.pld.2022.09.004] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Revised: 09/13/2022] [Accepted: 09/16/2022] [Indexed: 07/04/2023]
Abstract
The role of regional species diversity in large-scale species invasions has been largely controversial. On the one hand, it has been proposed that diversity may facilitate invasion ("diversity begets diversity") because regions with higher diversity may indicate favorable conditions for many more species. On the other hand, high diversity may indicate high levels of niche occupation, thus making it more difficult for new species to invade. In the past, invasion biologists have evaluated how regional native and exotic richness are related. Here, we test whether the range size of exotic species may be constrained by regional native richness using plant data from three continental regions in the Northern Hemisphere, i.e., Europe, Eastern Asia, and North America. We found that regional native plant diversity is inversely related to the range size of exotic species. This result may be due to stronger species interactions such as competition in species-rich habitats that limit the establishment and spread of exotic species.
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Affiliation(s)
- Qinfeng Guo
- USDA FS – Southern Research Station, 3041 E. Cornwallis Road, Research Triangle Park, NC 27709, USA
| | - Hong Qian
- Research and Collections Center, Illinois State Museum, 1011 East Ash Street, Springfield, IL 62703, USA
| | - Jian Zhang
- Research Center of Global Change and Complex Ecosystems, Zhejiang Tiantong Forest Ecosystem National Observation and Research Station, School of Ecological and Environmental Sciences, East China Normal University, Shanghai 200241, China
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7
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Ward SF, Riggins JJ. Warm temperatures and host tree abundance explain variation in directional spread by laurel wilt. Biol Invasions 2023; 25:1-15. [PMID: 37362908 PMCID: PMC10132951 DOI: 10.1007/s10530-023-03069-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Accepted: 04/06/2023] [Indexed: 06/28/2023]
Abstract
The rate at which invading organisms disperse into novel habitats is fundamental to their distribution and abundance. Forecasts of spread often assume that invasion speed is constant through time and among directions but, depending on the extent to which this assumption is violated, the efficacy of delimitation surveys and eradication programs could suffer. Knowledge of the mechanisms underlying spatiotemporal variation in spread could help refine forecasts and guide management, particularly in the early stages of invasions. We investigated rates of spread by laurel wilt, one of the most damaging non-native forest pests in North America, using three standard approaches (effective range radius, distance regression, and boundary displacement) and evaluated the strength and drivers of variation in directional spread (i.e., anisotropy). Estimates of mean annual spread varied from 24 to 40 km/yr, but spread was highly anisotropic with invasion speeds reaching approximately 100 km/yr south, 80 km/yr west, and 50 km/yr north, a pattern that we attribute to the abundance of host redbay trees and warmer temperatures fostering rapid southern and western spread. This pattern-quicker spread of laurel wilt from the point of introduction into areas forecasted as highly suitable for its persistence-suggests that establishment location might have a major influence on rates of anisotropy. Our findings underscore the utility of habitat suitability modeling-in which host availability and suitable climate are widely used to forecast establishment risk-for identifying areas into which spread will proceed most rapidly following establishment of a new invader and/or a satellite population via a long-distance dispersal event. Supplementary Information The online version contains supplementary material available at 10.1007/s10530-023-03069-5.
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Affiliation(s)
- Samuel F. Ward
- Department of Biochemistry, Molecular Biology, Entomology, and Plant Pathology, Mississippi State University, Starkville, MS 39762 USA
| | - John J. Riggins
- Department of Biochemistry, Molecular Biology, Entomology, and Plant Pathology, Mississippi State University, Starkville, MS 39762 USA
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Tutland NJ, Rodman KC, Andrus RA, Hart SJ. Overlapping outbreaks of multiple bark beetle species are rarely more severe than single‐species outbreaks. Ecosphere 2023. [DOI: 10.1002/ecs2.4478] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/31/2023] Open
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9
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Zhao L, Gao R, Liu J, Liu L, Li R, Men L, Zhang Z. Effects of Environmental Factors on the Spatial Distribution Pattern and Diversity of Insect Communities along Altitude Gradients in Guandi Mountain, China. INSECTS 2023; 14:224. [PMID: 36975909 PMCID: PMC10058187 DOI: 10.3390/insects14030224] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/12/2023] [Revised: 02/16/2023] [Accepted: 02/22/2023] [Indexed: 06/18/2023]
Abstract
Understanding the distribution patterns and underlying maintenance mechanisms of insect species is a core issue in the field of insect ecology. However, research gaps remain regarding the environmental factors that determine the distribution of insect species along altitudinal gradients in Guandi Mountain, China. Here, we explored these determinants based on the distribution pattern and diversity of insect species from 1600 m to 2800 m in the Guandi Mountain, which covers all typical vegetation ecosystems in this area. Our results showed that the insect community showed certain differentiation characteristics with the altitude gradient. The results of RDA and correlation analysis also support the above speculation and indicate that soil physicochemical properties are closely related to the distribution and diversity of insect taxa orders along the altitude gradient. In addition, the soil temperature showed an obvious decreasing trend with increasing altitude, and temperature was also the most significant environmental factor affecting the insect community structure and diversity on the altitude gradient. These findings provide a reference for exploring the maintenance mechanisms affecting the structure, distribution pattern, and diversity of insect communities in mountain ecosystems, and the effects of global warming on insect communities.
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Affiliation(s)
- Lijuan Zhao
- Department of Forest Conservation, College of Forestry, Shanxi Agricultural University, Jinzhong 030801, China
- Shanxi Dangerous Forest Pest Inspection and Identification Center, Jinzhong 030801, China
| | - Ruihe Gao
- Department of Forest Conservation, College of Forestry, Shanxi Agricultural University, Jinzhong 030801, China
- Shanxi Dangerous Forest Pest Inspection and Identification Center, Jinzhong 030801, China
| | - Jiaqi Liu
- Department of Forest Conservation, College of Forestry, Shanxi Agricultural University, Jinzhong 030801, China
- Shanxi Dangerous Forest Pest Inspection and Identification Center, Jinzhong 030801, China
| | - Lei Liu
- Department of Forest Conservation, College of Forestry, Shanxi Agricultural University, Jinzhong 030801, China
- Shanxi Dangerous Forest Pest Inspection and Identification Center, Jinzhong 030801, China
| | - Rongjiao Li
- Department of Forest Conservation, College of Forestry, Shanxi Agricultural University, Jinzhong 030801, China
- Shanxi Dangerous Forest Pest Inspection and Identification Center, Jinzhong 030801, China
| | - Lina Men
- Department of Forest Conservation, College of Forestry, Shanxi Agricultural University, Jinzhong 030801, China
- Shanxi Dangerous Forest Pest Inspection and Identification Center, Jinzhong 030801, China
| | - Zhiwei Zhang
- Department of Forest Conservation, College of Forestry, Shanxi Agricultural University, Jinzhong 030801, China
- Shanxi Dangerous Forest Pest Inspection and Identification Center, Jinzhong 030801, China
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10
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Ward SF, Riggins JJ. Drivers of invasion by laurel wilt of redbay and sassafras in the southeastern US. LANDSCAPE ECOLOGY 2022; 38:567-581. [PMID: 36531664 PMCID: PMC9734743 DOI: 10.1007/s10980-022-01560-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Accepted: 11/12/2022] [Indexed: 06/17/2023]
Abstract
CONTEXT Timely responses to mitigate economic and environmental impacts from invading species are facilitated by knowledge of the speed and drivers of invasions. OBJECTIVE Quantify changes in invasion patterns through time and factors that governed time-to-invasion by laurel wilt, one of the most damaging, non-native disturbance agents invading forests of the United States. METHODS We analyzed county-level occurrence data (2004-2021) for laurel wilt across the southeastern United States. A Cox proportional hazards modeling framework was used to elucidate drivers of invasion. RESULTS As of 2021, laurel wilt had been detected in 275 counties and made 72 discrete jumps (averaging 164 km ± 16 SE) into counties that did not share a border with a previously invaded county. Spread decelerated from 40 km/yr to 24 km/yr after 5 years, with a marked decline in the number of counties invaded in 2021 (16) compared with 2020 (33). The Cox proportional hazards model indicated that proxies for anthropogenic movement and habitat invasibility increased invasion risk. CONCLUSION The recent decline in number of counties invaded could be due to disruptions to travel and/or surveys from the coronavirus pandemic, but exhaustion of the most suitable habitat, such as counties in the southeastern US with warm annual temperatures and high densities of host trees, could have also contributed to this trend. This work suggests that without a shift in spread driven by additional insect vectors, that rates of range expansion by laurel wilt might have peaked in 2020 and could continue decelerating. SUPPLEMENTARY INFORMATION The online version contains supplementary material available at 10.1007/s10980-022-01560-3.
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Affiliation(s)
- Samuel F. Ward
- Department of Biochemistry, Molecular Biology, Entomology, and Plant Pathology, Mississippi State University, Starkville, MS 39762 USA
| | - John J. Riggins
- Department of Biochemistry, Molecular Biology, Entomology, and Plant Pathology, Mississippi State University, Starkville, MS 39762 USA
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11
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Wu D, Seibold S, Ellwood MDF, Chu C. Differential effects of vegetation and climate on termite diversity and damage. J Appl Ecol 2022. [DOI: 10.1111/1365-2664.14282] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Donghao Wu
- State Key Laboratory of Biocontrol School of Ecology Sun Yat‐sen University Guangzhou China
| | - Sebastian Seibold
- Ecosystem Dynamics and Forest Management Group, Department of Ecology and Ecosystem Management Technical University of Munich Freising Germany
- Berchtesgaden National Park, Berchtesgaden Germany
| | | | - Chengjin Chu
- State Key Laboratory of Biocontrol School of Ecology Sun Yat‐sen University Guangzhou China
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12
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Mina M, Messier C, Duveneck MJ, Fortin M, Aquilué N. Managing for the unexpected: Building resilient forest landscapes to cope with global change. GLOBAL CHANGE BIOLOGY 2022; 28:4323-4341. [PMID: 35429213 PMCID: PMC9541346 DOI: 10.1111/gcb.16197] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/21/2022] [Revised: 01/21/2022] [Accepted: 03/19/2022] [Indexed: 06/14/2023]
Abstract
Natural disturbances exacerbated by novel climate regimes are increasing worldwide, threatening the ability of forest ecosystems to mitigate global warming through carbon sequestration and to provide other key ecosystem services. One way to cope with unknown disturbance events is to promote the ecological resilience of the forest by increasing both functional trait and structural diversity and by fostering functional connectivity of the landscape to ensure a rapid and efficient self-reorganization of the system. We investigated how expected and unexpected variations in climate and biotic disturbances affect ecological resilience and carbon storage in a forested region in southeastern Canada. Using a process-based forest landscape model (LANDIS-II), we simulated ecosystem responses to climate change and insect outbreaks under different forest policy scenarios-including a novel approach based on functional diversification and network analysis-and tested how the potentially most damaging insect pests interact with changes in forest composition and structure due to changing climate and management. We found that climate warming, lengthening the vegetation season, will increase forest productivity and carbon storage, but unexpected impacts of drought and insect outbreaks will drastically reduce such variables. Generalist, non-native insects feeding on hardwood are the most damaging biotic agents for our region, and their monitoring and early detection should be a priority for forest authorities. Higher forest diversity driven by climate-smart management and fostered by climate change that promotes warm-adapted species, might increase disturbance severity. However, alternative forest policy scenarios led to a higher functional and structural diversity as well as functional connectivity-and thus to higher ecological resilience-than conventional management. Our results demonstrate that adopting a landscape-scale perspective by planning interventions strategically in space and adopting a functional trait approach to diversify forests is promising for enhancing ecological resilience under unexpected global change stressors.
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Affiliation(s)
- Marco Mina
- Centre for Forest ResearchUniversité du Québec à MontréalMontréalQCCanada
- Institute for Alpine EnvironmentEurac ResearchBozen/BolzanoItaly
| | - Christian Messier
- Centre for Forest ResearchUniversité du Québec à MontréalMontréalQCCanada
- Institut des Sciences de la Forêt TempéréeUniversité du Québec en OutaouaisRiponQCCanada
| | - Matthew J. Duveneck
- Harvard ForestHarvard UniversityPetershamMassachusettsUSA
- Liberal Arts DepartmentNew England ConservatoryBostonMassachusettsUSA
| | - Marie‐Josée Fortin
- Department of Ecology and EvolutionUniversity of TorontoTorontoOntarioCanada
| | - Núria Aquilué
- Centre for Forest ResearchUniversité du Québec à MontréalMontréalQCCanada
- Forest Sciences and Technology Centre of Catalonia CTFCSolsonaSpain
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13
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Haynes KJ, Liebhold AM, Lefcheck JS, Morin RS, Wang G. Climate affects the outbreaks of a forest defoliator indirectly through its tree hosts. Oecologia 2022; 198:407-418. [PMID: 35137254 DOI: 10.1007/s00442-022-05123-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2021] [Accepted: 01/25/2022] [Indexed: 11/28/2022]
Abstract
Although spatial variation in climate can directly affect the survival and reproduction of forest insects and the tree species compositions of forests, little is known about the indirect effects of climate on outbreaks of forest insects through its effects on forest composition. In this study, we use structural equation modeling to examine the direct and indirect effects of climate, water capacity of the soil, host tree density, and non-host density on the spatial extent of Lymantria dispar outbreaks in the Eastern USA over a period of 44 years (1975-2018). Host species were subdivided into four taxonomic and ecologically distinct groups: red oaks (Lobatae), white oaks (Lepidobalanus), other preferred hosts, and intermediate (less preferred) hosts. We found that mean annual temperature had stronger effects than mean annual precipitation on the spatial extent of outbreaks, and that indirect effects of temperature (via its effects on oak density) on defoliation were stronger than direct effects. The density of non-host trees increased with increasing precipitation and, consistent with the 'associational resistance hypothesis', defoliation decreased with increasing density of non-host trees. This study offers quantitative evidence that geographic variation in climate can indirectly affect outbreaks of a forest insect through its effects on tree species composition.
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Affiliation(s)
- Kyle J Haynes
- The Blandy Experimental Farm, University of Virginia, Boyce, VA, 22620, USA.
| | - Andrew M Liebhold
- USDA Forest Service, Northern Research Station, 180 Canfield Street, Morgantown, WV, 26505, USA.,Faculty of Forestry and Wood Sciences, Czech University of Life Sciences Prague, 165 00, Praha 6, Suchdol, Czech Republic
| | - Jonathan S Lefcheck
- Tennenbaum Marine Observatories Network, MarineGEO, Smithsonian Environmental Research Center, Edgewater, MD, 21037, USA
| | - Randall S Morin
- USDA Forest Service, Northern Research Station, 3460 Industrial Drive, York, PA, 17402, USA
| | - Guiming Wang
- Department of Wildlife, Fisheries and Aquaculture, Mississippi State University, Mail Stop 9690, Mississippi State, MS, 39762, USA
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14
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Mally R, Ward SF, Trombik J, Buszko J, Medzihorský V, Liebhold AM. Non-native plant drives the spatial dynamics of its herbivores: the case of black locust (Robinia pseudoacacia) in Europe. NEOBIOTA 2021. [DOI: 10.3897/neobiota.69.71949] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Non-native plants typically benefit from enemy release following their naturalization in non-native habitats. However, over time, herbivorous insects specializing on such plants may invade from the native range and thereby diminish the benefits of enemy release that these plants may experience. In this study, we compare rates of invasion spread across Europe of three North American insect folivores: the Lepidoptera leaf miners Macrosaccus robiniella and Parectopa robiniella, and the gall midge Obolodiplosis robiniae, that specialize on Robinia pseudoacacia. This tree species is one of the most widespread non-native trees in Europe. We find that spread rates vary among the three species and that some of this variation can be explained by differences in their life history traits. We also report that geographical variation in spread rates are influenced by distribution of Robinia pseudoacacia, human population and temperature, though Robinia pseudoacacia occurrence had the greatest influence. The importance of host tree occurrence on invasion speed can be explained by the general importance of hosts on the population growth and spread of invading species.
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15
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Gougherty AV, Davies TJ. Towards a phylogenetic ecology of plant pests and pathogens. Philos Trans R Soc Lond B Biol Sci 2021; 376:20200359. [PMID: 34538142 PMCID: PMC8450633 DOI: 10.1098/rstb.2020.0359] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/24/2021] [Indexed: 01/17/2023] Open
Abstract
Plant-pathogens and insect pests, hereafter pests, play an important role in structuring ecological communities, yet both native and introduced pests impose significant pressure on wild and managed systems, and pose a threat to food security. Global changes in climate and land use, and transportation of plants and pests around the globe are likely to further increase the range, frequency and severity of pest outbreaks in the future. Thus, there is a critical need to expand on current ecological theory to address these challenges. Here, we outline a phylogenetic framework for the study of plant and pest interactions. In plants, a growing body of work has suggested that evolutionary relatedness, phylogeny, strongly structures plant-pest associations-from pest host breadths and impacts, to their establishment and spread in new regions. Understanding the phylogenetic dimensions of plant-pest associations will help to inform models of invasive species spread, disease and pest risk in crops, and emerging pest outbreaks in native plant communities-which will have important implications for protecting food security and biodiversity into the future. This article is part of the theme issue 'Infectious disease macroecology: parasite diversity and dynamics across the globe'.
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Affiliation(s)
- Andrew V. Gougherty
- Department of Botany, University of British Columbia, Vancouver, British Columbia, Canada
| | - T. Jonathan Davies
- Department of Botany, University of British Columbia, Vancouver, British Columbia, Canada
- Department of Forest and Conservation Sciences, University of British Columbia, Vancouver, British Columbia, Canada
- African Centre for DNA Barcoding, University of Johannesburg, Johannesburg 2092, South Africa
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16
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Wang CJ, Wang R, Yu CM, Dang XP, Sun WG, Li QF, Wang XT, Wan JZ. Risk assessment of insect pest expansion in alpine ecosystems under climate change. PEST MANAGEMENT SCIENCE 2021; 77:3165-3178. [PMID: 33656253 DOI: 10.1002/ps.6354] [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: 09/16/2020] [Revised: 02/26/2021] [Accepted: 03/03/2021] [Indexed: 06/12/2023]
Abstract
BACKGROUND Growth in insect pest populations poses a significant threat to ecosystem functions and services, societal development, and food security in alpine regions under climate change. Risk assessments are important prioritization tools for pest management, which must be used to study insect pest expansion in alpine ecosystems under global warming. We used species distribution modeling to simulate the current and future distribution probabilities of 58 insect pest species in the Qinghai Province, China, based on a comprehensive field investigation. Subsequently, general linear modeling was used to explore the relationship between the distribution probability of these species and the damage caused by them. Finally, we assessed the ecological risk of insect pest expansion across different alpine ecosystems under climate change. RESULTS Climate change could increase the distribution probabilities of insect pest species across different alpine ecosystems. However, the presence of insect pest species may not correspond to the damage occurrence in alpine ecosystems based on percent leaf loss, amount of stunting, and seedling death of their host species. Significant positive relationships between distribution probability and damage occurrence were found for several of the examined insect pest species. Insect pest expansion is likely to increase extensively in alpine ecosystems under increasing carbon dioxide (CO2 ) emission scenarios. CONCLUSION The relationships between distribution probability and damage occurrence should be considered in species distribution modeling for risk assessment of insect pest expansion under climate change. Our study could improve the effectiveness of risk assessment of insect pest expansion under changing climate conditions. © 2021 Society of Chemical Industry.
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Affiliation(s)
- Chun-Jing Wang
- State Key Laboratory of Plateau Ecology and Agriculture, Qinghai University, Xining, China
- College of Agriculture and Animal Husbandry, Qinghai University, Xining, China
| | - Rong Wang
- Forestry and Grassland Planning Institute of Qinghai Province, Forestry and Grassland Administration of Qinghai Province, Xining, China
| | - Chun-Mei Yu
- Forest Pest Control and Quarantine Station of Qinghai Province, Forestry and Grassland Administration of Qinghai Province, Xining, China
| | - Xiao-Peng Dang
- Forestry and Grassland Planning Institute of Qinghai Province, Forestry and Grassland Administration of Qinghai Province, Xining, China
| | - Wan-Gui Sun
- Forest Pest Control and Quarantine Station of Qinghai Province, Forestry and Grassland Administration of Qinghai Province, Xining, China
| | - Qiang-Feng Li
- College of Agriculture and Animal Husbandry, Qinghai University, Xining, China
| | - Xiao-Ting Wang
- Forest Pest Control and Quarantine Station of Qinghai Province, Forestry and Grassland Administration of Qinghai Province, Xining, China
| | - Ji-Zhong Wan
- State Key Laboratory of Plateau Ecology and Agriculture, Qinghai University, Xining, China
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17
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Susi H, Laine A. Agricultural land use disrupts biodiversity mediation of virus infections in wild plant populations. THE NEW PHYTOLOGIST 2021; 230:2447-2458. [PMID: 33341977 PMCID: PMC8248426 DOI: 10.1111/nph.17156] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/22/2020] [Accepted: 12/10/2020] [Indexed: 06/08/2023]
Abstract
Human alteration of natural habitats may change the processes governing species interactions in wild communities. Wild populations are increasingly impacted by agricultural intensification, yet it is unknown whether this alters biodiversity mediation of disease dynamics. We investigated the association between plant diversity (species richness, diversity) and infection risk (virus richness, prevalence) in populations of Plantago lanceolata in natural landscapes as well as those occurring at the edges of cultivated fields. Altogether, 27 P. lanceolata populations were surveyed for population characteristics and sampled for PCR detection of five recently characterized viruses. We find that plant species richness and diversity correlated negatively with virus infection prevalence. Virus species richness declined with increasing plant diversity and richness in natural populations while in agricultural edge populations species richness was moderately higher, and not associated with plant richness. This difference was not explained by changes in host richness between these two habitats, suggesting potential pathogen spill-over and increased transmission of viruses across the agro-ecological interface. Host population connectivity significantly decreased virus infection prevalence. We conclude that human use of landscapes may change the ecological laws by which natural communities are formed with far reaching implications for ecosystem functioning and disease.
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Affiliation(s)
- Hanna Susi
- Research Centre for Ecological Change, Organismal and Evolutionary Biology Research ProgrammeUniversity of HelsinkiPO Box 65Helsinki00014Finland
| | - Anna‐Liisa Laine
- Research Centre for Ecological Change, Organismal and Evolutionary Biology Research ProgrammeUniversity of HelsinkiPO Box 65Helsinki00014Finland
- Department of Evolutionary Biology and Environmental StudiesUniversity of ZurichWinterthurerstrasse 190ZurichCH‐8057Switzerland
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18
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Peterson AC, Ghersi BM, Riegel C, Wunder EA, Childs JE, Blum MJ. Amplification of pathogenic Leptospira infection with greater abundance and co-occurrence of rodent hosts across a counter-urbanizing landscape. Mol Ecol 2020; 30:2145-2161. [PMID: 33107122 DOI: 10.1111/mec.15710] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2019] [Revised: 10/12/2020] [Accepted: 10/15/2020] [Indexed: 01/20/2023]
Abstract
Land use change can elevate disease risk by creating conditions beneficial to species that carry zoonotic pathogens. Observations of concordant global trends in increased pathogen prevalence or disease incidence and landscape change have generated concerns that urbanization could increase transmission risk of some pathogens. Yet host-pathogen relationships underlying transmission risk have not been well characterized within cities, even where contact between humans and species capable of transmitting pathogens of concern occurs. We addressed this deficit by testing the hypothesis that areas in cities experiencing greater population loss and infrastructure decline (i.e., counter-urbanization) can support a greater diversity of host species and a larger and more diverse pool of pathogens. We did so by characterizing pathogenic Leptospira infection relative to rodent host richness and abundance across a mosaic of abandonment in post-Katrina New Orleans (Louisiana, USA). We found that Leptospira infection loads were highest in areas that harboured increased rodent species richness (which ranged from one to four rodent species detected). Areas with greater host co-occurrence also harboured a greater abundance of hosts, including the host species most likely to carry high infection loads, indicating that Leptospira infection can be amplified by increases in overall and relative host abundance. Evidence of shared infection among rodent host species indicates that cross-species transmission of Leptospira probably increases infection at sites with greater host richness. Additionally, evidence that rodent co-occurrence and abundance and Leptospira infection load parallel abandonment suggests that counter-urbanization can elevate zoonotic disease risk within cities, particularly in underserved communities that are burdened with disproportionate concentrations of derelict properties.
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Affiliation(s)
- Anna C Peterson
- Department of Ecology and Evolutionary Biology, University of Tennessee, Knoxville, TN, USA
| | - Bruno M Ghersi
- Department of Ecology and Evolutionary Biology, University of Tennessee, Knoxville, TN, USA
| | - Claudia Riegel
- City of New Orleans Mosquito, Termite, Rodent Control Board, New Orleans, LA, USA
| | - Elsio A Wunder
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, USA.,Gonçalo Moniz Institute, Oswaldo Cruz Foundation, Brazilian Ministry of Health, Salvador, Brazil
| | - James E Childs
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, USA
| | - Michael J Blum
- Department of Ecology and Evolutionary Biology, University of Tennessee, Knoxville, TN, USA
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19
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Lantschner MV, Corley JC, Liebhold AM. Drivers of global Scolytinae invasion patterns. ECOLOGICAL APPLICATIONS : A PUBLICATION OF THE ECOLOGICAL SOCIETY OF AMERICA 2020; 30:e02103. [PMID: 32086977 DOI: 10.1002/eap.2103] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/18/2019] [Revised: 01/08/2020] [Accepted: 01/29/2020] [Indexed: 06/10/2023]
Abstract
Biological invasions are affected by characteristics of invading species, strength of pathway connectivity among world regions and habitat characteristics of invaded regions. These factors may interact in complex ways to drive geographical variation in numbers of invasions among world regions. Understanding the role of these drivers provides information that is crucial to the development of effective biosecurity policies. Here we assemble for the first time a global database of historical invasions of Scolytinae species and explore factors explaining geographical variation in numbers of species invading different regions. This insect group includes several pest species with massive economic and ecological impacts and these beetles are known to be accidentally moved with wood packaging in global trade. Candidate explanatory characteristics included in this analysis are cumulative trade among world regions, size of source species pools, forest area, and climatic similarity of the invaded region with source regions. Species capable of sib-mating comprised the highest proportion on nonnative Scolytines, and these species colonized a higher number of regions than outbreeders. The size of source species pools offered little power in explaining variation in numbers of invasions among world regions nor did climate or forest area. In contrast, cumulative trade had a strong and consistent positive relationship with numbers of Scolytinae species moving from one region to another, and this effect was highest for bark beetles, followed by ambrosia beetles, and was low for seed and twig feeders. We conclude that global variation in Scolytine invasions is primarily driven by variation in trade levels among world regions. Results stress the importance of global trade as the primary driver of historical Scolytinae invasions and we anticipate other hitchhiking species would exhibit similar patterns. One implication of these results is that invasions between certain world regions may be historically low because of past low levels of trade but future economic shifts could result in large numbers of new invasions as a result of increased trade among previously isolated portions of the world. With changing global flow of goods among world regions, it is crucial that biosecurity efforts keep pace to minimize future invasions and their impacts.
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Affiliation(s)
- M Victoria Lantschner
- Grupo de Ecología de Poblaciones de Insectos, Instituto de Investigaciones Forestales y Agropecuarias Bariloche (IFAB), INTA - CONICET, Modesta Victoria 4450, Bariloche, Argentina
| | - Juan C Corley
- Grupo de Ecología de Poblaciones de Insectos, Instituto de Investigaciones Forestales y Agropecuarias Bariloche (IFAB), INTA - CONICET, Modesta Victoria 4450, Bariloche, Argentina
- Departamento de Ecología, CRUB Universidad Nacional del Comahue, Quintral 1250, Bariloche, Argentina
| | - Andrew M Liebhold
- Northern Research Station, USDA Forest Service, 180 Canfield Street, Morgantown, West Virginia, 26505, USA
- Faculty of Forestry and Wood Sciences, Czech University of Life Sciences Prague, 165 00, Praha 6, Suchdol, Czech Republic
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20
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Long-Term Impacts of Invasive Insects and Pathogens on Composition, Biomass, and Diversity of Forests in Virginia’s Blue Ridge Mountains. Ecosystems 2020. [DOI: 10.1007/s10021-020-00503-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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21
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Ward SF, Fei S, Liebhold AM. Temporal dynamics and drivers of landscape‐level spread by emerald ash borer. J Appl Ecol 2020. [DOI: 10.1111/1365-2664.13613] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Affiliation(s)
- Samuel F. Ward
- Department of Forestry and Natural Resources Purdue University West Lafayette IN USA
| | - Songlin Fei
- Department of Forestry and Natural Resources Purdue University West Lafayette IN USA
| | - Andrew M. Liebhold
- USDA Forest Service Northern Research Station Morgantown WV USA
- Faculty of Forestry and Wood Sciences Czech University of Life Sciences Prague Praha 6 – Suchdol Czech Republic
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22
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Marching our values forward: Progressing contextual behavioral science in line with its core epistemic assumptions. JOURNAL OF CONTEXTUAL BEHAVIORAL SCIENCE 2019. [DOI: 10.1016/j.jcbs.2019.10.002] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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