Generalized-linear-mixed-model

Guides

• Euschistus servus

  Brown Stink Bug

  Euschistus servus, commonly known as the brown stink bug, is a native North American pentatomid species distributed across Central America and North America. It is a significant agricultural pest in the southern United States, feeding on a wide range of crops including soybeans, cotton, corn, peanuts, peaches, and pecans. The species is highly mobile, capable of dispersing up to 15.9 km in flight mill studies, and exhibits seasonal movement between crop hosts and non-crop habitats. Two subspecies are recognized: E. s. servus and E. s. euschistoides.

  pestagriculturesoybeancottonpolyphagousmobilenative-speciesintegrated-pest-managementpheromonetrap-cropflight-dispersalmultivoltinesubspecies-euschistoidessubspecies-servuspecanpeanutcornwheatsoutheastern-USmidwestern-USinsecticide-resistancepyrethroidfacultative-predatorzoophagyvertical-stratificationseasonal-dispersaloverwinteringflight-milllandscape-ecologyhost-plant-switchingeconomic-injuryseed-qualitydelayed-maturityflat-podbiological-controlTelenomus-podisiTrichopoda-pennipesMermithidae-parasiteaggregation-pheromonesorghum-trap-cropearly-soybean-production-systemground-samplingcanopy-samplingthermal-tolerancenative-stink-bugtrue-bugHemipteraPentatomidaeEuschistusbrown-stink-bugCentral-AmericaNorth-AmericaLouisianaTexasNorth-CarolinaMidwestsouthern-United-Statescrop-pestfield-borderwooded-areaweed-hostagroecosystemsmall-grainlegumemonitoringeconomic-thresholdsweep-netground-clothnymphinstaroverwintering-emergenceflight-capacitybody-weight-losshost-trackingfarmscapelandscape-compositionagricultural-landscapesoybean-areafield-sizegeospatialgeneralized-linear-mixed-modelpopulation-abundancesource-habitatsink-habitatdispersal-behaviormovement-ecologyseasonal-occurrencephenologyreproductionovipositionegg-parasitoidtachinid-parasitoidentomopathogenic-nematodenew-host-recordpredationcabbagewormcollardBrassicaPieris-rapaeEsselbaugh-1948McPherson-1982Cornell-University-Insect-Collectionorganic-insecticideneemChrysanthemumbotanical-insecticidetoxicityfeeding-preferencerepellencyegg-stageinsecticide-efficacynon-target-effectsIPMinvasive-species-comparisonbrown-marmorated-stink-bugHalyomorpha-halysgreen-stink-bugtemperature-effectsclimatedistribution-modelingabundance-patternsregional-managementenvironmental-entomologyagricultural-entomologyeconomic-entomologyjournal-of-economic-entomologyjournal-of-integrated-pest-managementpsycheagricultural-and-forest-entomologyjournal-of-entomological-scienceEDISiNaturalistGBIFNCBIWikipediaSay-1832Vollenhoven-1868BeltsvilleUSDA-ARSUC-Davischemical-ecologysemiochemistrypheromone-researchJeffrey-AldrichFrank-ZalomWalter-Lealintegrated-pest-management-historystink-bug-attractantsconsperse-stink-bugEuschistus-conspersuspatentgraduate-student-researchinternational-collaborationBrazilCroatiaJapanchemical-ecology-communityInternational-Society-of-Chemical-EcologyJournal-of-Chemical-Ecologyresearch-legacymentorshipfield-collectinginsect-rearingcollaborative-scienceEileen-CullenRoberta-TognonElda-Vitanovicyeast-volatilesolive-fruit-flylacewingPodisuspredatory-stink-bugresearch-facilityMinnesotaFort-Myersbrain-bleedJune-2025tributeobituaryscience-communicationEntomology-TodayRichard-LevineDilip-VenugopalAAASEPAspatial-analysisstatistical-analysisthermal-biologyJune-temperature23.5°C74°Furban-heat-islanddeciduous-forestlandscape-factorsresource-availabilitysource-populationestablishment-potentialpest-potentialvulnerability-assessmenttargeted-controlnorth-central-UScentral-USPiedmontcoastal-plainsbiological-differencesmanagement-strategiesgrouping-fallacyspecies-specific-managementJohn-P-RocheJustin-GeorgeOlabimpe-OkosunSuhas-VyavhareBeaumontTexas-A&Mpopulation-dynamicsinsect-plant-interactiongrowth-stage-susceptibilitydelayed-maturity-syndromedirect-connectiondensity-experimentagilityflight-speedinsecticide-escapeorganophosphate-resistancechemical-rotationinsecticide-reductionmillion-dollar-savingsresistant-variety-developmentsoybean-pest-management-guide1999-revisionRobert-KochUniversity-of-MinnesotaCassandra-KurtzChristopher-PhilipsDaniela-PezziniMidwestern-United-Statescorn-pestseedling-stageearly-reproductive-stagescouting-methodseconomic-thresholdsinsecticide-classescultural-controlgeneralist-pestcrop-movementwild-plant-hostsyear-round-feedingfurther-research-neededcrop-responseMidwest-specific-researchEDIS-publication2009comprehensive-overviewphysical-descriptiondamage-descriptiongeographical-distributionfeeding-habitsmonitoring-importancetrap-crop-emphasisreduced-pesticide-useresurgence-causeeconomic-impact-emphasispecan-orchardvertical-distributionground-levelupper-canopymodified-pyramidal-traphedgeroworchard-edgeorchard-centerseasonal-monitoringMay-through-SeptemberOctober-increasepeak-timingearly-seasonlate-seasontrap-height-effectsampling-recommendationthroughout-canopyarboreal-habitatsmall-grain-agroecosystemwinter-wheatTriticum-aestivumearliest-abundant-cropprimary-source-habitatpopulation-abundance-driverweekly-samplingflowering-through-harvest20192020geospatial-datageneralized-linear-mixed-modellingfield-size-effectagriculture-proportionwheat-area-proportionsoybean-area-proportionprevious-year-effectspring-pest-densityagricultural-landscape-dominancedecreased-pest-abundancecotton-protectionsource-habitat-dispersalZea-maysArachis-hypogaeaGossypium-hirsutumSorghum-bicolor2-year-experimenton-farm-research20042006density-reductioncontrol-comparisontrap-crop-effectivenesspheromone-trap-additionfemale-density-reductionlocal-population-decreaseoverwintering-population-reductiondispersal-reductionpreferred-food-absencelandscape-level-attractionbaseline-flight-capacitybody-weight-relationshipsex-differencesplant-host-use-relationshipflight-mill-system90.1%-flight-range0-1-km-typical15.9-km-maximum2017seasonal-variationoverwintering-emergence-peakcropping-season-lowwheat-hostcorn-hostearly-season-weed-hostsoybean-hostlate-season-weed-hostbody-weight-loss-proportionfarmscape-level-extrapolationmanagement-program-developmentplanningimplementationmultiple-cropspeachEDIS-documentlife-cycle-detailphysical-description-detaildamage-detailmanagement-strategy-detailmonitoring-emphasispesticide-reduction-contexteconomic-impact-detailNew-York-StateBrassica-oleraceaCruciferaeAugust-19834th-stage-caterpillarupper-leaf-surfacerostrum-impalementlifeless-appearanceshrunken-appearancebody-fluid-removalvoucher-specimenCornell-University-Insect-Collection-lot-1137phytophage-labelpredatory-behavior-recordEsselbaugh-1948-citationMcPherson-1982-citationnominal-phytophagefacultative-predationzoophagous-behaviorlife-history-documentationdevelopmental-stagesseasonal-activityreproductive-biologypopulation-level-information-needfull-text-requirementorganic-insecticide-testingAcrosternum-hilaregreen-stink-bug-synonymtoxicity-assessmentfeeding-preference-testingrepellency-testingbotanical-product-evaluationegg-insecticide-testingScelionidaenon-target-organismselective-toxicityhost-preference-testingtachinid-flyDipteracomparative-parasitoid-behaviorstink-bug-host-comparisonparasitoid-biologyiNaturalist-observation-counttaxonomic-authority-verificationcommon-name-standardizationdistribution-record-verificationMiddle-AmericaVermontUS-state-recordcorrigendum-noticereproduction-landscape-effectsmobile-herbivore-characterizationpolyphagous-lifestylemultivoltine-reproductionarthropod-herbivore-classificationenvironmental-entomology-journalcotton-IPM-program-integrationemergent-pest-statusecology-economics-interfaceestablished-program-adaptationnew-host-parasite-recordMermithidaenematode-parasiteSouthwestern-Entomologist-journalparasite-taxonomyhost-range-extensionNCBI-taxonomy-verificationMetazoa-kingdomtrue-bugs-groupGBIF-distribution-mappingpresent-statusexact-match-confirmationaccepted-taxonomic-statuscanonical-name-verificationWikipedia-summary-verificationiNaturalist-taxonomy-integrationmultisource-validationtaxonomic-consistencyauthoritative-source-alignmentscientific-name-constructionparenthetical-author-formatyear-of-description1832Say-descriptionVollenhoven-subspecies-description1868euschistoides-subspeciesservus-subspecies-nominate-formsubspecies-taxonomyinfraspecific-variationgeographic-subspeciesmorphological-subspeciesJournal-of-Integrated-Pest-Management-publicationopen-access-guideMidwestern-grower-resourceproducer-accessibilityagricultural-professional-resourceRobert-Koch-leadershipUniversity-of-Minnesota-extensionCassandra-Kurtz-imageryChristopher-Philips-imageryDaniela-Pezzini-modificationspecies-profile-compilationdifferentiation-guidancelife-cycle-summarybehavior-summarymonitoring-guidancemanagement-guidanceemerging-threat-characterizationhistorical-southern-prevalencenorthern-range-expansionclimate-adaptationproduction-system-vulnerability24-potential-speciescommon-pest-subsetgreen-stink-bug-profilebrown-marmorated-stink-bug-profileredshouldered-stink-bug-profilebrown-stink-bug-profileonespotted-stink-bug-profilesoybean-damage-mechanismpod-feeding-preferenceseed-development-impactyield-effectseed-quality-effectgermination-rate-effectcorn-damage-mechanismall-growth-stage-vulnerabilityseedling-susceptibilityearly-reproductive-stage-susceptibilityscouting-protocolsweep-net-methodground-cloth-methodeconomic-threshold-specificationspecies-specific-thresholdinsecticide-recommendationresidual-activity-importancere-infestation-riskflying-adult-mobilityESPS-vulnerabilitysoutheastern-US-adoptionproduction-area-variationstink-bug-attack-susceptibilityfurther-research-needMidwest-specific-crop-responseknowledge-gap-identificationsouthern-research-applicationnorthern-context-translationcomprehensive-review-valueaccessible-synthesisproducer-educationprofessional-educationintegrated-pest-management-advancementstink-bug-management-improvementagricultural-sustainabilitypest-management-sustainabilityknowledge-transferresearch-translationextension-entomologyuniversity-extensiongovernment-researchUSDA-ARS-collaborationacademic-collaborationmultinational-pest-problemSouth-American-origin1960s-pest-status2000-US-economic-pest-emergenceLouisiana-first-reportpopulation-dynamics-researchinsect-plant-interaction-researchgrowth-stage-susceptibility-researchmanagement-targetingdelayed-maturity-syndrome-researchcontrolled-growth-experimentdensity-dependent-damagedirect-connection-establishment50+-stink-bug-speciesbeneficial-species-presencepest-species-subsetsize-comparisonagility-comparisonflight-speed-advantageinsecticide-escape-behaviorchemical-resistance-developmentfrequent-dose-requirementchemical-rotation-recommendationin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• Pugettia

  kelp crabs

  Pugettia is a genus of marine kelp crabs in the family Epialtidae, distributed across the North Pacific from North America to East Asia. Species inhabit shallow subtidal zones, primarily associated with macroalgal habitats including kelp beds, Sargassum stands, and red algal turfs. Many species exhibit ontogenetic habitat shifts, with juveniles and smaller individuals occupying deeper algal turfs while larger adults migrate to shallower macroalgal beds. The genus includes approximately 25 extant species plus one fossil species, with several species serving as important subjects for studies of crab growth, reproduction, and habitat ecology.

  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