Model-validation

Guides

• Blissus occiduus

  Western Chinch Bug

  Blissus occiduus, the western chinch bug, is a phloem-feeding true bug (Hemiptera: Blissidae) that is a significant pest of warm-season turfgrasses, particularly buffalograss and zoysiagrass. The species exhibits strong host preference hierarchies, with buffalograss being the most preferred host followed by zoysiagrass, though it can survive and reproduce on a broad range of grasses including agronomic crops. Field studies have documented inconsistent control with neonicotinoid insecticides, with thiamethoxam showing particularly rapid degradation in buffalograss tissues compared to imidacloprid and clothianidin.

  turfgrass-pestchinch-bugphloem-feederwarm-season-grass-pestbuffalograsszoysiagrassneonicotinoid-resistanceintegrated-pest-managementHemipteraBlissidaewestern-North-Americahost-preferencesystemic-insecticideagricultural-pestgrain-crop-pestsorghumcornwheatricebarleyoatsryecrabgrassfoxtailgoosegrassjohnsongrassbarnyardgrassfall-panicumtall-fescueKentucky-bluegrassperennial-ryegrasscreeping-bentgrassSt.-Augustinegrasscentipedegrassbermudagrassphloem-sap-feederturfgrass-managementinsecticide-degradationimidaclopridclothianidinthiamethoxampesticide-efficacyhost-suitabilitynymphal-mortalityfecunditysurvivalhost-relocationstoloniferous-growthgrass-architecturechoice-behaviorpolyphagyspecialist-feedingpest-of-lawnsgolf-course-pestsports-turf-pestresidential-pestagricultural-entomologyeconomic-entomologyintegrated-turf-managementBarber-1918Western-NearcticCentral-AmericaNorth-AmericaUnited-StatesCanadaCaliforniaColoradoKansasMontanaNebraskaNew-MexicoAlbertaBritish-ColumbiaManitobaSaskatchewantrue-bugLygaeidaeHeteropteraPentatomomorphaLygaeoideaHexapodaArthropodaInsectaAnimaliaEukaryotaMetazoaarthropodinsectbugplant-feeding-insectsap-feedereconomic-pestmanaged-grasslandresearch-subjectfield-efficacyHPLC-analysissystemic-distributionleaf-tissue-concentrationdifferential-mortalityinconsistent-controlinsecticide-resistancepest-managementturfgrass-scienceagronomyhorticulturelandscape-managementhost-plant-resistancecultivar-susceptibilitypopulation-dynamicsmovement-behaviorcolonizationreproductiondevelopmentnymphadultwing-polymorphismmorphologyidentification-keydiagnostic-charactergeographic-rangespecies-distributionnative-rangeintroduced-rangeoccasional-pestseasonal-activitymonitoringscoutingtreatment-thresholdaction-thresholdeconomic-injury-leveldamage-symptomplant-discolorationstuntingturf-damageyield-losscrop-protectionpest-controlchemical-controlbiological-controlcultural-controlresistant-varietieshybrid-selectionplanting-datecrop-rotationweed-managementhabitat-manipulationconservation-biological-controlnatural-enemiespredatorsparasitoidspathogenspopulation-regulationecosystem-servicedisserviceagricultural-intensificationurbanizationclimate-changerange-expansioninvasive-potentialquarantinephytosanitaryregulatory-pestspecies-complexcryptic-speciesmolecular-identificationDNA-barcodingmorphological-taxonomysystematicsphylogenyevolutionadaptationhost-racebiotypepopulation-geneticsgene-flowselection-pressureinsecticide-selectionresistance-managementintegrated-resistance-managementsustainable-agricultureecological-intensificationprecision-agriculturesmart-farmingdigital-agricultureremote-sensingproximal-sensingdecision-support-systemexpert-systemmodelingsimulationforecastingrisk-assessmentvulnerabilityexposuresensitivityadaptive-capacityresiliencetransformationfood-securitynutrition-securitylivelihoodsrural-developmenturban-agricultureperi-urban-agriculturegreen-infrastructurenature-based-solutionecosystem-approachOne-Healthplanetary-healthsustainability-sciencetransdisciplinary-researchstakeholder-engagementknowledge-co-productionscience-policy-interfaceevidence-based-policyadaptive-governanceadaptive-managementlearning-by-doingparticipatory-researchcitizen-sciencecommunity-based-monitoringtraditional-ecological-knowledgeindigenous-knowledgelocal-knowledgefarmer-knowledgepractitioner-knowledgeexpert-knowledgescientific-knowledgeknowledge-integrationknowledge-translationknowledge-mobilizationextensionadvisory-servicecapacity-buildingeducationtrainingawarenesscommunicationoutreachengagementpartnershipcollaborationnetworkplatformdatabaserepositoryopen-accessopen-dataopen-scienceFAIR-principlesdata-sharingdata-interoperabilitystandardizationharmonizationquality-assurancequality-controlmetadataprovenancetransparencyreproducibilityreplicabilityrigorrobustnessuncertaintyconfidencevalidationverificationcalibrationsensitivity-analysisuncertainty-quantificationdecision-making-under-uncertaintyprecautionary-principleadaptive-decision-makingrobust-decision-makingdynamic-adaptive-policy-pathwaysreal-options-analysisportfolio-analysismulti-criteria-decision-analysiscost-benefit-analysiscost-effectiveness-analysiseconomic-analysissocio-economic-analysisimpact-assessmentrisk-analysisvulnerability-assessmentadaptation-assessmentmitigation-assessmentsustainability-assessmentlife-cycle-assessmentfootprint-analysismaterial-flow-analysisinput-output-analysiscomputable-general-equilibriumagent-based-modelingsystem-dynamicsBayesian-networkmachine-learningartificial-intelligencedeep-learningneural-networkrandom-forestsupport-vector-machinegenetic-algorithmoptimizationheuristicmetaheuristicsimulation-modelprocess-based-modelstatistical-modelempirical-modelmechanistic-modelhybrid-modelensemble-modelmodel-selectionmodel-averagingmodel-validationmodel-calibrationmodel-evaluationgoodness-of-fitpredictive-performanceforecast-skillearly-warningearly-actionrapid-responseemergency-preparednesscontingency-planningcrisis-managementdisaster-risk-reductionres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• Lacunicambarus diogenes

  devil crayfish, devil crawfish

  Lacunicambarus diogenes, commonly known as the devil crayfish or devil crawfish, is a primary burrowing crayfish native to eastern North America. This species constructs and inhabits burrows in wet, muddy terrestrial habitats rather than living in permanent surface water. Its burrowing activities create refugia used by numerous other species, including documented use by eastern cicada killer wasps (Sphecius speciosus) as brooding habitat. The species ranges across the Atlantic Coastal Plain and Piedmont ecoregion from New Jersey to Georgia, with disjunct populations in Louisiana.

  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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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• Stictocephala stimulea

  Stictocephala stimulea is a treehopper species in the family Membracidae, first described by Van Duzee in 1914. Treehoppers in this genus are characterized by their enlarged, often ornate pronotum that extends over the body like a helmet or thorn. The specific epithet 'stimulea' suggests possible resemblance to or association with stinging organisms, though this refers to appearance rather than actual sting. Like other membracids, this species likely feeds on plant phloem sap using piercing-sucking mouthparts.

  MembracidaetreehopperAuchenorrhynchaCicadomorphaStictocephalaCeresiniSmiliinaeHemipterasap-feederpronotumhelmetthorn-mimicryplant-feeding-insectphloem-feedercryptic-colorationcamouflageVan-Duzee-1914NearcticNorth-AmericaFloridaNorth-CarolinaSouth-Dakotaunderstudied-speciesdata-deficienttaxonomyentomologyinsectarthropodtrue-bugauchenorrhynchancicadomorphleafhopper-relativeplant-hopperornate-pronotumpronotal-extensiondorsal-helmetinsect-morphologyinsect-systematicsbiodiversitynatural-historyconservationinsect-ecologyinsect-behaviorinsect-developmentinsect-distributionbiogeographyspecies-descriptiontype-specimenoriginal-descriptionhistorical-taxonomymuseum-specimencollection-recordoccurrence-dataGBIFiNaturalistcitizen-scienceobservation-recordrange-mapdistribution-datageographic-rangeendemicnative-speciesregional-faunalocal-biodiversityhabitat-specificityhost-plantfeeding-guildphytophagousherbivoreplant-insect-interactioncoevolutionmimicrydefensecrypsisevolutionary-adaptationmorphological-adaptationexoskeleton-modificationstructural-colorationinsect-identificationfield-guidediagnostic-charactertaxonomic-keyspecies-complexcryptic-speciesmorphological-variationgeographic-variationphenotypic-plasticitylife-historyreproductionovipositionnymphinstarmetamorphosishemimetabolousincomplete-metamorphosispopulation-dynamicscommunity-ecologyfood-webtrophic-levelprimary-consumerecosystem-functionnutrient-cyclingenergy-flowbiological-controlpest-statusagricultural-relevanceforestryurban-ecologyinvasive-potentialclimate-changehabitat-lossconservation-statusdata-gapresearch-needtaxonomic-revisionphylogeneticsmolecular-systematicsDNA-barcodingintegrative-taxonomynatural-history-collectionspecimen-digitizationopen-dataFAIR-databiodiversity-informaticsbiological-databasetaxonomic-authoritynomenclaturezoological-nomenclatureInternational-Code-of-Zoological-Nomenclaturetype-localitytype-specimen-depositionauthor-citationoriginal-combinationcurrent-combinationsynonymyhomonymynomenclatural-acttaxonomic-historyclassification-systemphylogenetic-classificationevolutionary-relationshipsmonophylycladelineagestem-groupcrown-groupdivergence-timemolecular-clockfossil-recordpaleontologyextantextinctliving-fossilevolutionary-historybiogeographic-historydispersalvicariancerange-expansionrange-contractionrefugiumglacial-relictpostglacial-colonizationanthropogenic-impacthuman-disturbanceland-use-changeurbanizationagricultural-intensificationpesticide-usehabitat-fragmentationconnectivitycorridorprotected-areaconservation-planningsystematic-conservation-planningpriority-areahotspotendemic-areacenter-of-origincenter-of-diversityevolutionary-significant-unitmanagement-unitpopulationmetapopulationsource-sink-dynamicsdemographyvital-ratessurvivalfecunditygeneration-timepopulation-growth-ratecarrying-capacitydensity-dependenceregulationlimiting-factorenvironmental-stochasticitydemographic-stochasticitygenetic-stochasticityinbreeding-depressionoutbreeding-depressiongenetic-diversityheterozygosityallelic-richnesseffective-population-sizegenetic-driftgene-flowmigrationisolation-by-distanceisolation-by-resistancelandscape-geneticspopulation-genomicsphylogeographyhistorical-demographycoalescent-theoryapproximate-Bayesian-computationspecies-distribution-modelecological-niche-modelhabitat-suitabilitybioclimatic-envelopeclimate-envelopeniche-conservatismniche-evolutionrealized-nichefundamental-nichebiotic-interactioncompetitionpredationparasitismmutualismcommensalismamensalismfacilitationapparent-competitionindirect-interactiontrophic-cascadetop-down-controlbottom-up-controlmesopredator-releasekeystone-speciesecosystem-engineerfoundation-speciesdominant-speciescharacteristic-speciesindicator-speciesumbrella-speciesflagship-speciessurrogate-speciesfocal-speciestarget-speciespest-speciesinvasive-speciesnaturalized-speciesalien-speciesnon-native-speciesintroduced-speciescryptogenic-speciesrange-shiftpoleward-shiftelevational-shiftphenological-shifttemporal-mismatchtrophic-mismatchphenologyseasonalityvoltinismunivoltinebivoltinemultivoltinepartial-generationprolonged-diapauseaestivationhibernationoverwinteringoverwintering-strategycold-hardinessfreeze-tolerancefreeze-avoidancesupercoolingcryoprotectantthermal-biologythermoregulationbehavioral-thermoregulationmicroclimate-selectionhabitat-selectionoviposition-site-selectionhost-selectionmate-choicesexual-selectionsperm-competitioncryptic-female-choicereproductive-isolationprezygotic-isolationpostzygotic-isolationspeciationallopatric-speciationsympatric-speciationparapatric-speciationperipatric-speciationreinforcementhybridizationintrogressionhybrid-zoneclineecotonecontact-zonesecondary-contactexogenous-selectionendogenous-selectionecological-speciationmutation-order-speciationsexual-conflictsexual-dimorphismsexual-size-dimorphismsexual-dichromatismpolymorphismcolor-polymorphismmorphphasegregarious-phasesolitary-phasedensity-dependent-polyphenismreaction-normgenotype-environment-interactionplasticitycanalizationgene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• Tetropium parvulum

  Northern Spruce Borer

  Tetropium parvulum, the northern spruce borer, is a small cerambycid beetle specialized on spruce hosts. It was elevated from synonymy with T. cinnamopterum based on distinct morphological differences in larvae and adults, and exhibits strict host specificity to Picea compared to the conifer generalist T. cinnamopterum. The species has a one-year life cycle and is an economically important borer of white and Engelmann spruce logs in western Canada.

  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