Spatio–Environmental Analysis of Vespula germanica Nest Records Explains Slow Invasion in South Africa

Investigating the distributions of invasive species in marginal habitats can give clues to the factors constraining invasive spread. Vespula germanica is the most widely distributed of all the invasive Vespids, which in the Southern Hemisphere typically have large extensive invasive populations. In...

Full description

Saved in:
Bibliographic Details
Published inInsects (Basel, Switzerland) Vol. 12; no. 8; p. 732
Main Authors Veldtman, Ruan, Daly, Derek, Bekker, Gerard F. H. v. G.
Format Journal Article
LanguageEnglish
Published Basel MDPI AG 16.08.2021
MDPI
Subjects
Online AccessGet full text

Cover

Loading…
Abstract Investigating the distributions of invasive species in marginal habitats can give clues to the factors constraining invasive spread. Vespula germanica is the most widely distributed of all the invasive Vespids, which in the Southern Hemisphere typically have large extensive invasive populations. In contrast, the invasion into South Africa has been slow and is still confined to a small geographic area. Here we analyse the distribution of all recent nest records in South Africa (n = 405). The distance to main rivers, mean annual rainfall, summer normalised difference moisture index (NDMI) values, and mean annual temperatures (average, minimum, maximum, and summer maximum temperature) was measured for every nest. We find that value ranges of these variables are different between the value ranges recorded for nests, the general distribution area of the wasp, and the area of absence. Optimised Hot Spot Analysis was used to quantify spatial structure in the measured climatic variables. Generally, factors related to moisture stress set the environmental limits of V. germanica’s landscape distribution. Due to the strong preference of nesting sites close to river courses, for higher rainfall conditions, medium to medium-high NDMI values, and lower mean annual temperatures, it is unlikely that V. germanica will be able to spread uniformly where it is currently found in South Africa.
AbstractList Simple SummarySocial wasp invasions can spread quickly and have serious impacts if they reach new regions with favourable climatic conditions. However, in areas less suitable to them, invasion patterns can show factors that may prevent their spread. We use nest records of the German wasp from the southern tip of South Africa, to map and analyse what habitats they seem to prefer. Factors investigated included temperature, rainfall, and moisture availability. We find that this invasive wasp prefers moister and cooler conditions, and because these habitats are patchy in the region they have invaded in South Africa, they can only spread slowly unassisted, and utmost between 50 and 200 km with the assistance of humans. This is the likely reason for the very slow invasion seen in South Africa. The spatial patterns we quantify here make it possible to use a remote-sensing approach to determine the suitability of an area for future invasions. Predicting the likelihood of invasions will greatly aid management actions. Public awareness around the potential accidental transport of the German wasp and similar species should also be undertaken.AbstractInvestigating the distributions of invasive species in marginal habitats can give clues to the factors constraining invasive spread. Vespula germanica is the most widely distributed of all the invasive Vespids, which in the Southern Hemisphere typically have large extensive invasive populations. In contrast, the invasion into South Africa has been slow and is still confined to a small geographic area. Here we analyse the distribution of all recent nest records in South Africa (n = 405). The distance to main rivers, mean annual rainfall, summer normalised difference moisture index (NDMI) values, and mean annual temperatures (average, minimum, maximum, and summer maximum temperature) was measured for every nest. We find that value ranges of these variables are different between the value ranges recorded for nests, the general distribution area of the wasp, and the area of absence. Optimised Hot Spot Analysis was used to quantify spatial structure in the measured climatic variables. Generally, factors related to moisture stress set the environmental limits of V. germanica’s landscape distribution. Due to the strong preference of nesting sites close to river courses, for higher rainfall conditions, medium to medium-high NDMI values, and lower mean annual temperatures, it is unlikely that V. germanica will be able to spread uniformly where it is currently found in South Africa.
Investigating the distributions of invasive species in marginal habitats can give clues to the factors constraining invasive spread. Vespula germanica is the most widely distributed of all the invasive Vespids, which in the Southern Hemisphere typically have large extensive invasive populations. In contrast, the invasion into South Africa has been slow and is still confined to a small geographic area. Here we analyse the distribution of all recent nest records in South Africa (n = 405). The distance to main rivers, mean annual rainfall, summer normalised difference moisture index (NDMI) values, and mean annual temperatures (average, minimum, maximum, and summer maximum temperature) was measured for every nest. We find that value ranges of these variables are different between the value ranges recorded for nests, the general distribution area of the wasp, and the area of absence. Optimised Hot Spot Analysis was used to quantify spatial structure in the measured climatic variables. Generally, factors related to moisture stress set the environmental limits of V. germanica’s landscape distribution. Due to the strong preference of nesting sites close to river courses, for higher rainfall conditions, medium to medium-high NDMI values, and lower mean annual temperatures, it is unlikely that V. germanica will be able to spread uniformly where it is currently found in South Africa.
Author Veldtman, Ruan
Bekker, Gerard F. H. v. G.
Daly, Derek
AuthorAffiliation 2 Conservation Ecology and Entomology, Stellenbosch University, Private Bag X1, Matieland 7602, South Africa; gulu@sun.ac.za
1 South African National Biodiversity Institute, Kirstenbosch Research Centre, Private Bag X7, Claremont 7735, South Africa; drderekdaly@yahoo.co.uk
AuthorAffiliation_xml – name: 2 Conservation Ecology and Entomology, Stellenbosch University, Private Bag X1, Matieland 7602, South Africa; gulu@sun.ac.za
– name: 1 South African National Biodiversity Institute, Kirstenbosch Research Centre, Private Bag X7, Claremont 7735, South Africa; drderekdaly@yahoo.co.uk
Author_xml – sequence: 1
  givenname: Ruan
  surname: Veldtman
  fullname: Veldtman, Ruan
– sequence: 2
  givenname: Derek
  surname: Daly
  fullname: Daly, Derek
– sequence: 3
  givenname: Gerard F. H. v. G.
  orcidid: 0000-0001-6930-1483
  surname: Bekker
  fullname: Bekker, Gerard F. H. v. G.
BookMark eNpdks1uEzEQgFeoiJbSM1dLXLiE-n-dC1JUBYhUgUSAq-XfxJHXDvZuoDfegTfkSXCbCtH6MtbM50-j8TzvTlJOruteIviGkDm8DKk6M1aEoYA9wU-6Mwx7NqOUwZP_7qfdRa072A5HGHHxrDsllFKM5-Ks2673agz5z6_fy3QIJafBpVFFsEgq3tRQQfbgm6v7KSqwcWVQKRgFPro6gs_O5GIrWP7cR9V6AeuYf4BVOqgacgIhgXWexi1Y-NLevOieehWru7iP593Xd8svVx9m15_er64W1zNDOR1nzKCeOQe1saKHtqeUICo08ZT1XkAjeosQwsp4OGeK9kp761FjtWYOMUvOu9XRa7PayX0Jgyo3Mqsg7xK5bKQqYzDRScsdJxb63ulm0l4Lw4kWZE4Nt4y75np7dO0nPThr2miKig-kDyspbOUmH2RzcNHTJnh9Lyj5-9SGJodQjYtRJZenKjHjHDaW4oa-eoTu8lTaL9xRDAso-C11eaRMybUW5_81g6C8XQr5aCnIX02JrrQ
CitedBy_id crossref_primary_10_1111_eth_13312
crossref_primary_10_3390_d16060348
crossref_primary_10_1111_imb_12862
crossref_primary_10_1080_09583157_2023_2297165
crossref_primary_10_3390_d14030154
crossref_primary_10_1111_aec_13488
crossref_primary_10_1111_eea_13445
crossref_primary_10_1111_jen_12977
crossref_primary_10_1007_s10340_024_01788_9
Cites_doi 10.1111/j.1600-0706.2011.19504.x
10.1080/03014223.1989.10422896
10.1016/j.cois.2021.02.014
10.1016/S0006-3207(00)00185-3
10.1890/09-0034.1
10.1126/science.310.5749.779
10.1007/s10530-017-1589-8
10.1073/pnas.0504272102
10.1007/978-3-030-32394-3_1
10.1111/1744-7917.12845
10.1080/03014223.2002.9518292
10.1146/annurev-ento-011118-111812
10.1111/een.12277
10.1111/j.1442-9993.2012.02388.x
10.7591/9781501718670
10.3897/neobiota.50.37573
10.1080/03014223.1989.10422897
10.1371/journal.pone.0181397
10.1046/j.1365-294X.2001.01291.x
10.4001/003.026.0267
10.3390/rs9111119
10.1007/s10526-011-9389-z
10.3389/fmars.2019.00806
10.1016/j.ecolmodel.2006.05.017
10.1080/09670874.2017.1308581
10.1111/icad.12285
10.1111/j.1440-6055.2008.00658.x
10.3390/insects11110784
10.1016/j.jphysparis.2014.05.006
10.1146/annurev-ento-120710-100634
10.1016/j.jtbi.2018.12.019
10.1080/03014223.1991.10422843
10.1603/0022-0493-94.4.811
10.1371/journal.pone.0068274
10.1080/09670874.2016.1227883
10.1002/eap.1991
10.1371/journal.pone.0064479
10.1111/aen.12393
10.1016/j.biocon.2011.04.009
10.1371/journal.pone.0173226
10.1038/s41598-017-06212-0
10.1111/j.1538-4632.1992.tb00261.x
10.1071/ZO9920495
10.1371/journal.pone.0193085
10.1016/j.compag.2019.05.008
10.1007/s00040-008-1004-7
10.1080/03014223.1994.9517998
10.1146/annurev.en.29.010184.001541
10.1111/j.1440-6055.1993.tb00581.x
10.3391/bir.2019.8.3.11
ContentType Journal Article
Copyright 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
2021 by the authors. 2021
Copyright_xml – notice: 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
– notice: 2021 by the authors. 2021
DBID AAYXX
CITATION
3V.
7SS
7X2
8FE
8FH
8FK
ABUWG
AFKRA
ATCPS
AZQEC
BBNVY
BENPR
BHPHI
CCPQU
DWQXO
GNUQQ
HCIFZ
LK8
M0K
M7P
PATMY
PIMPY
PQEST
PQQKQ
PQUKI
PRINS
PYCSY
7X8
5PM
DOA
DOI 10.3390/insects12080732
DatabaseName CrossRef
ProQuest Central (Corporate)
Entomology Abstracts (Full archive)
Agricultural Science Collection
ProQuest SciTech Collection
ProQuest Natural Science Collection
ProQuest Central (Alumni) (purchase pre-March 2016)
ProQuest Central (Alumni)
ProQuest Central
Agricultural & Environmental Science Collection
ProQuest Central Essentials
Biological Science Collection
ProQuest Central
Natural Science Collection
ProQuest One Community College
ProQuest Central Korea
ProQuest Central Student
SciTech Premium Collection
Biological Sciences
Agriculture Science Database
Biological Science Database
Environmental Science Database
Publicly Available Content Database
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Academic
ProQuest One Academic UKI Edition
ProQuest Central China
Environmental Science Collection
MEDLINE - Academic
PubMed Central (Full Participant titles)
DOAJ Directory of Open Access Journals
DatabaseTitle CrossRef
Agricultural Science Database
Publicly Available Content Database
ProQuest Central Student
ProQuest Central Essentials
ProQuest Central (Alumni Edition)
SciTech Premium Collection
ProQuest One Community College
ProQuest Natural Science Collection
ProQuest Central China
ProQuest Central
Natural Science Collection
ProQuest Central Korea
Agricultural & Environmental Science Collection
Biological Science Collection
ProQuest Biological Science Collection
ProQuest One Academic Eastern Edition
Agricultural Science Collection
Biological Science Database
ProQuest SciTech Collection
Environmental Science Collection
Entomology Abstracts
ProQuest One Academic UKI Edition
Environmental Science Database
ProQuest One Academic
ProQuest Central (Alumni)
MEDLINE - Academic
DatabaseTitleList Agricultural Science Database

CrossRef
Database_xml – sequence: 1
  dbid: DOA
  name: DOAJ Directory of Open Access Journals
  url: https://www.doaj.org/
  sourceTypes: Open Website
– sequence: 2
  dbid: BENPR
  name: ProQuest Central
  url: https://www.proquest.com/central
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Zoology
EISSN 2075-4450
ExternalDocumentID oai_doaj_org_article_d6e63d0f7eba47bfb8c63b8394c6d56e
10_3390_insects12080732
GeographicLocations New Zealand
South Africa
Argentina
Australia
GeographicLocations_xml – name: South Africa
– name: New Zealand
– name: Argentina
– name: Australia
GroupedDBID 53G
5VS
7X2
7XC
8FE
8FH
AADQD
AAFWJ
AAHBH
AAYXX
ABDBF
AFKRA
AFPKN
AFZYC
ALMA_UNASSIGNED_HOLDINGS
APEBS
ATCPS
BBNVY
BENPR
BHPHI
CCPQU
CITATION
EAD
EAP
EPL
ESX
GROUPED_DOAJ
HCIFZ
HYE
IAO
ITC
KQ8
LK8
M0K
M48
M7P
MODMG
M~E
OK1
PATMY
PGMZT
PIMPY
PROAC
PYCSY
RIG
RPM
TUS
3V.
7SS
8FK
ABUWG
AZQEC
DWQXO
GNUQQ
PQEST
PQQKQ
PQUKI
PRINS
7X8
5PM
ID FETCH-LOGICAL-c464t-5c175ee0bcd870d7443148b3f457f80c87d1112acf095a47abfdf1d87bb5e15d3
IEDL.DBID RPM
ISSN 2075-4450
IngestDate Tue Oct 22 15:15:06 EDT 2024
Tue Sep 17 21:25:09 EDT 2024
Fri Oct 25 04:42:20 EDT 2024
Thu Oct 10 18:48:09 EDT 2024
Thu Sep 26 21:10:08 EDT 2024
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 8
Language English
License Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c464t-5c175ee0bcd870d7443148b3f457f80c87d1112acf095a47abfdf1d87bb5e15d3
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 23
ORCID 0000-0001-6930-1483
OpenAccessLink https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8396874/
PMID 34442298
PQID 2565280862
PQPubID 2032383
ParticipantIDs doaj_primary_oai_doaj_org_article_d6e63d0f7eba47bfb8c63b8394c6d56e
pubmedcentral_primary_oai_pubmedcentral_nih_gov_8396874
proquest_miscellaneous_2566039642
proquest_journals_2565280862
crossref_primary_10_3390_insects12080732
PublicationCentury 2000
PublicationDate 20210816
PublicationDateYYYYMMDD 2021-08-16
PublicationDate_xml – month: 8
  year: 2021
  text: 20210816
  day: 16
PublicationDecade 2020
PublicationPlace Basel
PublicationPlace_xml – name: Basel
PublicationTitle Insects (Basel, Switzerland)
PublicationYear 2021
Publisher MDPI AG
MDPI
Publisher_xml – name: MDPI AG
– name: MDPI
References Addison (ref_38) 2018; 26
Jossart (ref_46) 2020; 6
Getis (ref_43) 1992; 24
ref_12
ref_11
ref_10
ref_53
Sackmann (ref_56) 2001; 94
Edwards (ref_57) 2017; 63
Spradbery (ref_31) 1992; 40
Clapperton (ref_35) 1994; 21
Donovan (ref_52) 1991; 14
Arim (ref_1) 2006; 103
Crosland (ref_16) 1991; 18
Lester (ref_21) 2019; 64
Villemant (ref_18) 2011; 144
Beggs (ref_20) 2011; 56
Rankin (ref_15) 2021; 46
Clapperton (ref_30) 1989; 16
Lozada (ref_28) 2014; 108
ref_25
Potgieter (ref_7) 2017; 19
Sackmann (ref_24) 2002; 29
Whitehead (ref_40) 1975; 38
Bekker (ref_45) 2019; 162
Sorvari (ref_14) 2018; 11
Horwood (ref_13) 1993; 32
Keeling (ref_6) 2017; 7
Rust (ref_54) 2012; 57
Alharbi (ref_5) 2019; 7
Joubert (ref_58) 2011; 37
Goodisman (ref_17) 2001; 10
Masciocchi (ref_19) 2013; 38
Zhao (ref_3) 2019; 30
Masciocchi (ref_49) 2016; 41
Haupt (ref_47) 2019; 58
Kasper (ref_23) 2008; 47
ref_34
Corley (ref_37) 1998; 8
ref_33
Hirzel (ref_9) 2006; 199
Tribe (ref_36) 1994; 2
Rust (ref_55) 2017; 63
Beggs (ref_29) 2001; 99
ref_39
Cook (ref_22) 2019; 50
Taylor (ref_8) 1984; 29
Archer (ref_27) 1998; 134
Hammer (ref_51) 2019; 8
Clapperton (ref_26) 1989; 16
Wilson (ref_50) 2005; 310
ref_44
Andrew (ref_48) 2010; 20
ref_42
ref_41
Kasper (ref_32) 2008; 55
Moretti (ref_2) 2011; 120
ref_4
References_xml – volume: 120
  start-page: 1311
  year: 2011
  ident: ref_2
  article-title: Propagule pressure hypothesis not supported by an 80-year experiment on woody species invasion
  publication-title: Oikos
  doi: 10.1111/j.1600-0706.2011.19504.x
  contributor:
    fullname: Moretti
– volume: 16
  start-page: 315
  year: 1989
  ident: ref_26
  article-title: Distribution of social wasps (Hymenoptera: Vespidae) in New Zealand in 1987
  publication-title: N. Z. J. Zool.
  doi: 10.1080/03014223.1989.10422896
  contributor:
    fullname: Clapperton
– volume: 46
  start-page: 72
  year: 2021
  ident: ref_15
  article-title: Emerging patterns in social wasp invasions
  publication-title: Curr. Opin. Insect Sci.
  doi: 10.1016/j.cois.2021.02.014
  contributor:
    fullname: Rankin
– volume: 99
  start-page: 17
  year: 2001
  ident: ref_29
  article-title: The ecological consequences of social wasps (Vespula spp.) invading an ecosystem that has an abundant carbohydrate resource
  publication-title: Biol. Conserv.
  doi: 10.1016/S0006-3207(00)00185-3
  contributor:
    fullname: Beggs
– volume: 20
  start-page: 593
  year: 2010
  ident: ref_48
  article-title: The effects of temporally variable dispersal and landscape structure on invasive species spread
  publication-title: Ecol. Appl.
  doi: 10.1890/09-0034.1
  contributor:
    fullname: Andrew
– volume: 310
  start-page: 779
  year: 2005
  ident: ref_50
  article-title: Landscape corridors: Possible dangers?
  publication-title: Science
  doi: 10.1126/science.310.5749.779
  contributor:
    fullname: Wilson
– volume: 19
  start-page: 3571
  year: 2017
  ident: ref_7
  article-title: Alien plants as mediators of ecosystem services and disservices in urban systems: A global review
  publication-title: Biol. Invasions
  doi: 10.1007/s10530-017-1589-8
  contributor:
    fullname: Potgieter
– volume: 2
  start-page: 1
  year: 1994
  ident: ref_36
  article-title: The European wasp, Vespula germanica (Fabricius) (Hymenoptera, Vespidae), in Southern Africa and its potential distribution as predicted by ecoclimatic matching
  publication-title: Afr. Entomol.
  contributor:
    fullname: Tribe
– volume: 37
  start-page: 271
  year: 2011
  ident: ref_58
  article-title: Input variable selection for interpolating high-resolution climate surfaces for the Western Cape
  publication-title: Water SA
  contributor:
    fullname: Joubert
– volume: 103
  start-page: 374
  year: 2006
  ident: ref_1
  article-title: Spread dynamics of invasive species
  publication-title: Proc. Natl. Acad. Sci. USA
  doi: 10.1073/pnas.0504272102
  contributor:
    fullname: Arim
– ident: ref_39
  doi: 10.1007/978-3-030-32394-3_1
– volume: 14
  start-page: 24
  year: 1991
  ident: ref_52
  article-title: Spread of Vespula vulgaris assisted by vehicles
  publication-title: Weta
  contributor:
    fullname: Donovan
– ident: ref_53
  doi: 10.1111/1744-7917.12845
– volume: 29
  start-page: 79
  year: 2002
  ident: ref_24
  article-title: The potential distribution of German wasps (Vespula germanica) in Argentina
  publication-title: N. Z. J. Zool.
  doi: 10.1080/03014223.2002.9518292
  contributor:
    fullname: Sackmann
– volume: 64
  start-page: 51
  year: 2019
  ident: ref_21
  article-title: Invasion success and management strategies for social Vespula wasps
  publication-title: Annu. Rev. Entomol.
  doi: 10.1146/annurev-ento-011118-111812
  contributor:
    fullname: Lester
– volume: 41
  start-page: 105
  year: 2016
  ident: ref_49
  article-title: Local dynamics of worker activity of the invasive Vespula germanica and V. vulgaris (Hymenoptera: Vespidae) wasps in Argentina
  publication-title: Ecol. Entomol.
  doi: 10.1111/een.12277
  contributor:
    fullname: Masciocchi
– volume: 38
  start-page: 162
  year: 2013
  ident: ref_19
  article-title: Distribution, dispersal and spread of the invasive social wasp (Vespula germanica) in Argentina
  publication-title: Austral Ecol.
  doi: 10.1111/j.1442-9993.2012.02388.x
  contributor:
    fullname: Masciocchi
– ident: ref_34
  doi: 10.7591/9781501718670
– volume: 134
  start-page: 279
  year: 1998
  ident: ref_27
  article-title: The world distribution of the Euro-Asian species of Paravespula (Hym., Vespinae)
  publication-title: Entomol. Mon. Mag.
  contributor:
    fullname: Archer
– volume: 50
  start-page: 55
  year: 2019
  ident: ref_22
  article-title: Quantifying the potential impact of the European wasp (Vespula germanica) on ecosystem services in Western Australia
  publication-title: NeoBiota
  doi: 10.3897/neobiota.50.37573
  contributor:
    fullname: Cook
– volume: 16
  start-page: 325
  year: 1989
  ident: ref_30
  article-title: The impact of common and German wasps (Hymenoptera: Vespidae) on the New Zealand beekeeping industry
  publication-title: N. Z. J. Zool.
  doi: 10.1080/03014223.1989.10422897
  contributor:
    fullname: Clapperton
– ident: ref_11
  doi: 10.1371/journal.pone.0181397
– volume: 10
  start-page: 1423
  year: 2001
  ident: ref_17
  article-title: Hierarchical genetic structure of the introduced wasp Vespula germanica in Australia
  publication-title: Mol. Ecol.
  doi: 10.1046/j.1365-294X.2001.01291.x
  contributor:
    fullname: Goodisman
– ident: ref_41
– volume: 26
  start-page: 267
  year: 2018
  ident: ref_38
  article-title: The invasive Vespidae in South Africa: Potential management strategies and current status
  publication-title: Afr. Entomol.
  doi: 10.4001/003.026.0267
  contributor:
    fullname: Addison
– ident: ref_42
  doi: 10.3390/rs9111119
– volume: 56
  start-page: 505
  year: 2011
  ident: ref_20
  article-title: Ecological effects and management of invasive alien Vespidae
  publication-title: BioControl
  doi: 10.1007/s10526-011-9389-z
  contributor:
    fullname: Beggs
– volume: 6
  start-page: 806
  year: 2020
  ident: ref_46
  article-title: Applications of Spatial Autocorrelation Analyses for Marine Aquaculture Siting
  publication-title: Front. Mar. Sci.
  doi: 10.3389/fmars.2019.00806
  contributor:
    fullname: Jossart
– volume: 199
  start-page: 142
  year: 2006
  ident: ref_9
  article-title: Evaluating the ability of habitat suitability models to predict species presences
  publication-title: Ecol. Model.
  doi: 10.1016/j.ecolmodel.2006.05.017
  contributor:
    fullname: Hirzel
– volume: 63
  start-page: 266
  year: 2017
  ident: ref_57
  article-title: The efficacy of Vespex® wasp bait to control Vespula species (Hymenoptera: Vespidae) in New Zealand
  publication-title: Int. J. Pest Manag.
  doi: 10.1080/09670874.2017.1308581
  contributor:
    fullname: Edwards
– volume: 11
  start-page: 363
  year: 2018
  ident: ref_14
  article-title: Habitat preferences and spring temperature-related abundance of German wasp Vespula germanica in its northern range
  publication-title: Insect Conserv. Divers.
  doi: 10.1111/icad.12285
  contributor:
    fullname: Sorvari
– volume: 47
  start-page: 265
  year: 2008
  ident: ref_23
  article-title: Colony characteristics of Vespula germanica (F.) (Hymenoptera, Vespidae) in a Mediterranean climate (southern Australia)
  publication-title: Aust. J. Entomol.
  doi: 10.1111/j.1440-6055.2008.00658.x
  contributor:
    fullname: Kasper
– volume: 8
  start-page: 237
  year: 1998
  ident: ref_37
  article-title: Successful Invasions of Hymenopteran Insects into NW Patagonia
  publication-title: Ecol. Austral
  contributor:
    fullname: Corley
– ident: ref_12
  doi: 10.3390/insects11110784
– volume: 108
  start-page: 187
  year: 2014
  ident: ref_28
  article-title: Learning in an exotic social wasp while relocating a food source
  publication-title: J. Physiol. Paris
  doi: 10.1016/j.jphysparis.2014.05.006
  contributor:
    fullname: Lozada
– volume: 57
  start-page: 355
  year: 2012
  ident: ref_54
  article-title: Managing social insects of urban importance
  publication-title: Ann. Rev. Entomol.
  doi: 10.1146/annurev-ento-120710-100634
  contributor:
    fullname: Rust
– volume: 7
  start-page: 85
  year: 2019
  ident: ref_5
  article-title: Effect of complex landscape geometry on the invasive species spread: Invasion with stepping stones
  publication-title: J. Theor. Biol.
  doi: 10.1016/j.jtbi.2018.12.019
  contributor:
    fullname: Alharbi
– volume: 18
  start-page: 375
  year: 1991
  ident: ref_16
  article-title: The spread of the social wasp, Vespula germanica, in Australia
  publication-title: N. Z. J. Zool.
  doi: 10.1080/03014223.1991.10422843
  contributor:
    fullname: Crosland
– volume: 94
  start-page: 811
  year: 2001
  ident: ref_56
  article-title: Successful removal of German Yellowjackets (Hymenoptera: Vespidae) by toxic baiting
  publication-title: J. Econ. Entomol.
  doi: 10.1603/0022-0493-94.4.811
  contributor:
    fullname: Sackmann
– ident: ref_4
  doi: 10.1371/journal.pone.0068274
– volume: 63
  start-page: 234
  year: 2017
  ident: ref_55
  article-title: Controlling yellow jackets with fipronil-based protein baits in urban recreational areas
  publication-title: Int. J. Pest Manag.
  doi: 10.1080/09670874.2016.1227883
  contributor:
    fullname: Rust
– volume: 30
  start-page: e01991
  year: 2019
  ident: ref_3
  article-title: The failure of success: Cyclic recurrences of a globally invasive pest
  publication-title: Ecol. Appl.
  doi: 10.1002/eap.1991
  contributor:
    fullname: Zhao
– ident: ref_10
  doi: 10.1371/journal.pone.0064479
– volume: 58
  start-page: 783
  year: 2019
  ident: ref_47
  article-title: Fresh meat baits are currently the only available effective option to detect low-density Vespula germanica populations in South Africa
  publication-title: Austral Entomol.
  doi: 10.1111/aen.12393
  contributor:
    fullname: Haupt
– volume: 144
  start-page: 2142
  year: 2011
  ident: ref_18
  article-title: Predicting the invasion risk by the alien bee-hawking yellow-legged hornet Vespa velutina nigrithorax across Europe and other continents with niche models
  publication-title: Biol. Conserv.
  doi: 10.1016/j.biocon.2011.04.009
  contributor:
    fullname: Villemant
– volume: 38
  start-page: 39
  year: 1975
  ident: ref_40
  article-title: The European Wasp, Vespula germanica (F.), in the Cape Peninsula
  publication-title: J. Entomol. Soc. S. Am.
  contributor:
    fullname: Whitehead
– ident: ref_44
  doi: 10.1371/journal.pone.0173226
– volume: 7
  start-page: 6240
  year: 2017
  ident: ref_6
  article-title: Predicting the spread of the Asian hornet (Vespa velutina) following its incursion into Great Britain
  publication-title: Sci. Rep.
  doi: 10.1038/s41598-017-06212-0
  contributor:
    fullname: Keeling
– volume: 24
  start-page: 189
  year: 1992
  ident: ref_43
  article-title: The analysis of spatial association
  publication-title: Geogr. Anal.
  doi: 10.1111/j.1538-4632.1992.tb00261.x
  contributor:
    fullname: Getis
– volume: 40
  start-page: 495
  year: 1992
  ident: ref_31
  article-title: The distribution of the European or German wasp, Vespula germanica (F.) (Hymenotera: Vespidae), in Australia: Past, present and future
  publication-title: Aust. J. Zool.
  doi: 10.1071/ZO9920495
  contributor:
    fullname: Spradbery
– ident: ref_25
  doi: 10.1371/journal.pone.0193085
– ident: ref_33
– volume: 162
  start-page: 582
  year: 2019
  ident: ref_45
  article-title: Using machine learning to identify the geographical drivers of Ceratitis capitata trap catch in an agricultural landscape
  publication-title: Comput. Electron. Agric.
  doi: 10.1016/j.compag.2019.05.008
  contributor:
    fullname: Bekker
– volume: 55
  start-page: 288
  year: 2008
  ident: ref_32
  article-title: Environmental factors influencing daily foraging activity of Vespula germanica (Hymenoptera, Vespidae) in Mediterranean Australia
  publication-title: Insectes Sociaux
  doi: 10.1007/s00040-008-1004-7
  contributor:
    fullname: Kasper
– volume: 21
  start-page: 295
  year: 1994
  ident: ref_35
  article-title: Changes in the distribution and proportions of Vespula vulgaris (L.) and Vespula germanica (Fab.) (Hymenoptera: Vespidae) between 1987 and 1990 in New Zealand
  publication-title: N. Z. J. Zool.
  doi: 10.1080/03014223.1994.9517998
  contributor:
    fullname: Clapperton
– volume: 29
  start-page: 321
  year: 1984
  ident: ref_8
  article-title: Assessing and interpreting the spatial distributions of insect populations
  publication-title: Ann. Rev. Entomol.
  doi: 10.1146/annurev.en.29.010184.001541
  contributor:
    fullname: Taylor
– volume: 32
  start-page: 241
  year: 1993
  ident: ref_13
  article-title: Establishment and spread of Vespula germanica (F.) (Hymenoptera: Vespidae) in New South Wales and the influence of rainfall on its abundance
  publication-title: J. Aust. Entomol. Soc.
  doi: 10.1111/j.1440-6055.1993.tb00581.x
  contributor:
    fullname: Horwood
– volume: 8
  start-page: 558
  year: 2019
  ident: ref_51
  article-title: The invasion of two species of social wasps (Hymenoptera, Vespidae) to the Faroe Islands
  publication-title: BioInvasion Rec.
  doi: 10.3391/bir.2019.8.3.11
  contributor:
    fullname: Hammer
SSID ssj0000612168
Score 2.310114
Snippet Investigating the distributions of invasive species in marginal habitats can give clues to the factors constraining invasive spread. Vespula germanica is the...
Simple SummarySocial wasp invasions can spread quickly and have serious impacts if they reach new regions with favourable climatic conditions. However, in...
SourceID doaj
pubmedcentral
proquest
crossref
SourceType Open Website
Open Access Repository
Aggregation Database
StartPage 732
SubjectTerms Annual rainfall
Climate change
Climatic conditions
Environmental conditions
Geographic information systems
Habitats
Introduced species
Invasions
Invasive insects
Invasive species
Mediterranean climate
Moisture
Moisture availability
Moisture index
Moisture stress
Nesting
Nests
Nonnative species
optimised hot spot analysis
Public awareness
Rainfall
Remote sensing
Rivers
social wasps
Southern Hemisphere
Summer
Urban areas
Vespula germanica
SummonAdditionalLinks – databaseName: DOAJ Directory of Open Access Journals
  dbid: DOA
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV3LSsUwEA0iCG7EJ9YXEVy4KbZpXl2qKCroxgfipuSpF6QV77269R_8Q7_ESVr11o0bt81A0plkciaZnEFohxLiMpvp1AnrUmpknkouy9Q5paQsjNIqnHecX_CTa3p2y24nSn2FnLCWHrhV3J7ljhc288JpRYX2WhpeaNjWqeGWcRe9b1ZOBFOtD85JzmXL5VNAXL83qIchPSInAJFEQXrbUGTr70HMfoLkxI5zPI_mOqiI99shLqApVy-imbsmHoQvoYfLmAz98fZ-9PNYLch3NCO48fjGDUN9Lnwf_G94BoIvoGPcxpxDHBLwFAwZXz42r_i0flHh7AwPahwr6-G2iNAyuj4-ujo8Sbu6CamhnI5SZgATOJdpY2E1WkEBJFCpC0-Z8DIzUljwcEQZD_gKlKq0tz4HWa2Zy5ktVtB03dRuFWEllGHUlCURllJvNBMEEJ6B-ZcJwmSCdr_UWD219BgVhBVB49UvjSfoIKj5WyzwWscPYO2qs3b1l7UTtPFlpKpbbMMKUBsjMsRmCdr-boZlEu4-VO2acZThWVFCtJUg0TNub0D9lnrwEAm3oX8uBV37jz9YR7MkpMUEVl2-gaZHz2O3CbhmpLfiFP4EMHz9uQ
  priority: 102
  providerName: Directory of Open Access Journals
– databaseName: ProQuest Central
  dbid: BENPR
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1Lb9RADLZgKyQuiKcIFDRIHLhETSbz2hOiaKuCxApRiiou0bzSrlQlpdnClf_AP-SXYCezW8KB64ylGXnG9mePxwZ4KTiPRShcHnWIufCmzI0y8zxGa42pvHWW4h0flurwWLw_kScp4NantMqNThwUdeg8xcj30DRLbgiAv774llPXKHpdTS00bsIOR0-Bz2Bnf7H8-GkbZSEDXioz1vSp0L_fW7U9pUmUHKGSrvjEHA1V-ydQc5oo-ZflObgLdxJkZG_GM74HN2J7H2597YaA-AM4OxqSon___LW4_rRG9KncCOsa9iX21KeLnZIepu8gbIkLs9H37Bkl4lncMjs6736wd-13SzE0tmrZ0GGPjc2EHsLxweLz28M89U_IvVBinUuP2CDGwvmAUhm0QLAgjKsaIXVjCm90QE3HrW8QZ1mhrWtCUyKtczKWMlSPYNZ2bXwMzGrrpfDzOddBiMY7qTkiPY_3sNBcmgxebdhYX4xlMmp0L4jj9T8cz2Cf2Lwlo_rWw0B3eVoncamDiqoKRaOjw425xhmvKodgTngVpIoZ7G4OqU5C19fXVySDF9tpFBd6A7Ft7K4GGlVUc_S6MtCTw51saDrTrs6Gwtu4vjJaPPn_4k_hNqfEF6qbq3Zhtr68is8Quazd83Q9_wDBM_VB
  priority: 102
  providerName: ProQuest
– databaseName: Scholars Portal Open Access Journals
  dbid: M48
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1LT9wwELYQFRIX1BYQobRyJQ5c0iaOX3uoKlqBaCW4wFaol8hPWAkl7e7Sx63_of-wv4QZJwsN4sA1HsXO2DP-xhl_Q8guZywUvrB5UD7k3Oky11KP8hCM0bpyxho87zg-kUdj_vlcnN-VA-oVOHswtMN6UuPp1Ztf33-_B4N_hxEnhOxvJ80MMx9KBuhHVeCPnzBk5cI8vh7rd265ZGW6Gsdgm8w5F0VH9fPQOwa7VCLzHyDQYf7kfxvS4VOy1iNJut9N_TOyFJrnZOVrm87J18nlacqV_vfn78HdXTaU71lIaBvplzDD8l30At0z3hKhJ9Ax7ULSGcX8PANDpqdX7U_6qflh8GiNThqaCu_RrsbQBhkfHpx9PMr7sgq545LPc-EAMoRQWOfBWL3igCG4tlXkQkVdOK08OEBmXAT4ZbgyNvpYgqy1IpTCV5tkuWmbsEWoUcYJ7kYjpjzn0VmhGABAB8uzUEzojOwt1Fh_69gzaog6UOP1PY1n5AOq-VYMaa_Tg3Z6UfdWVHsZZOWLqIKFgdlotZOVBYzHnfRChozsLCapXiylGkCdYBpDt4y8vm0GK8JfI6YJ7XWSkUU1gmAsI2owuYMBDVuayWXi44b-pVZ8-_Ef-4KsMsyNQWpduUOW59Pr8BLAzdy-Sov2Bmyg_aI
  priority: 102
  providerName: Scholars Portal
Title Spatio–Environmental Analysis of Vespula germanica Nest Records Explains Slow Invasion in South Africa
URI https://www.proquest.com/docview/2565280862
https://search.proquest.com/docview/2566039642
https://pubmed.ncbi.nlm.nih.gov/PMC8396874
https://doaj.org/article/d6e63d0f7eba47bfb8c63b8394c6d56e
Volume 12
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1LT9wwELaAqlIvFX2pS-nKlXroJWzijB97BLSIVtoVKqVCvUR-BVYCB7ELXPkP_MP-ko6dLCU99pJDMlFGM2P7G-fzDCGfgTGfu9xkXjqfgVVFpoQaZ95rrVRptdFxv2M6E4cn8O2Un64RvjoLk0j71sx3wsXlTpifJ27l1aUdrXhio6PpPi7qQkkYrZN1DNAnKXo7_RasEKot41NiSj-ah0VkRhQM0ZEsY_-aEgCVHKveYpRq9veAZp8m-WTdOdgkLzvASHdbxV6RNR9ek-e_mrQd_oacHydK9O_7h8nfI2tRvis2Qpua_vSL2KWLnsVZOB4GoTP8MG0zzwWNNDyN2tPji-aOfg23Ou6g0Xmgqb8ebVsJvSUnB5Mf-4dZ1z0hsyBgmXGLyMD73FiHY9JJQKgAypQ1cFmr3CrpcJ5j2taIsjRIbWpXFyhrDPcFd-U7shGa4N8TqqW2HOx4zKQDqK3hkiHOsxiFuWRcDciXlRmrq7ZIRoXJRTR-9Y_xB2QvmvlRLFa3Tjea67Oq83HlhBely2vpDSpmaqOsKA16HaxwXPgB2V45qeqG3KJC7MaZihnagHx6fIyDJf4B0cE3N0lG5Bg8gDKy59yeQv0nGIWp7HYXdVv__eYH8oJFRkwsqCu2ycby-sZ_REizNEPybG8yO_o-TFsCeJ2CGqaw_gNpVgBq
link.rule.ids 230,315,730,783,787,867,888,2109,2228,21402,24332,27938,27939,33758,33759,43819,53806,53808,74638
linkProvider National Library of Medicine
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1Lb9QwELagFYIL4qkGChiJA5eoiePXnhBFW22hXSHaoopL5Ge7EkpKs4Ur_4F_yC9hJvFuCQeu8Ui2xvP4ZjKeIeQVZywUvrB5UD7k3Oky11JP8hCM0bpyxhrMdxzO5eyEvz8Vpynh1qWyypVN7A21bx3myHfANQumEYC_ufiW49Qo_LuaRmjcJJvYqgqkenN3Ov_4aZ1lQQdeSj309Kkgvt9ZNB2WSZQMoJKq2Mgd9V37R1BzXCj5l-fZu0fuJshI3w53fJ_cCM0DcutL2yfEH5Lzo74o-vfPX9PrR2tIn9qN0DbSz6HDOV30DO0wPgehc9iYDrFnR7EQz8CR6dHX9gfdb74bzKHRRUP7CXt0GCb0iJzsTY_fzfI0PyF3XPJlLhxggxAK6zxopVccwALXtopcqKgLp5UHS8eMi4CzDFfGRh9LoLVWhFL46jHZaNombBFqlHGCu8mEKc95dFYoBkjPgRwWigmdkdcrNtYXQ5uMGsIL5Hj9D8czsotsXpNhf-v-Q3t5Vid1qb0MsvJFVMHCwWy02snKApjjTnohQ0a2V5dUJ6Xr6msRycjL9TKoC_4DMU1or3oaWVQTiLoyokaXOzrQeKVZnPeNt2F_qRV_8v_NX5Dbs-PDg_pgf_7hKbnDsAgGe-jKbbKxvLwKzwDFLO3zJKp_AItk-Ds
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1Lb9QwEB7BViAuiKcILWAkDlyizTp-7QlR2FXLY1VRiioukZ_tSihpmy1c-Q_8Q34J48S7JRy4xiPZGs_jm8l4BuAFo9QXrjC5l87nzKpJroSa5t5rrVRptdEx3_FxIfaO2Ltjfpzqn9pUVrm2iZ2hdo2NOfIxumZOVQTg45DKIg7ezl-dnedxglT805rGaVyHLclQqkawtTtbHHzaZFyiM58I1ff3KTHWHy_rNpZMTCjCJlnSgWvqOvgPYOewaPIvLzS_A7cTfCSv-_u-C9d8fQ9ufG265Ph9OD3sCqR___w1u3rAFulT6xHSBPLFt3FmFzmJNjk-DSEL3Jj0cWhLYlGexiOTw2_ND7Jff9cxn0aWNemm7ZF-sNADOJrPPr_Zy9MshdwywVY5t4gTvC-MdaihTjIEDkyZMjAugyqskg6tHtU2IObSTGoTXJggrTHcT7grH8Kobmr_CIiW2nJmp1MqHWPBGi4poj6LMllIylUGL9dsrM76lhkVhhqR49U_HM9gN7J5QxZ7XXcfmouTKqlO5YQXpSuC9AYPZoJRVpQGgR2zwnHhM9hZX1KVFLCtrsQlg-ebZVSd-D9E17657GhEUU4xAstADi53cKDhSr087Zpw4_5CSfb4_5s_g5sopdWH_cX7bbhFYz1MbKcrdmC0urj0TxDQrMzTJKl_AMUl_G8
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Spatio%E2%80%93Environmental+Analysis+of+Vespula+germanica+Nest+Records+Explains+Slow+Invasion+in+South+Africa&rft.jtitle=Insects+%28Basel%2C+Switzerland%29&rft.au=Veldtman%2C+Ruan&rft.au=Daly%2C+Derek&rft.au=Bekker%2C+Gerard+F.+H.+v.+G.&rft.date=2021-08-16&rft.issn=2075-4450&rft.eissn=2075-4450&rft.volume=12&rft.issue=8&rft.spage=732&rft_id=info:doi/10.3390%2Finsects12080732&rft.externalDBID=n%2Fa&rft.externalDocID=10_3390_insects12080732
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2075-4450&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2075-4450&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2075-4450&client=summon