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Leptoglossus
leaf-footed bugs
Leptoglossus is a genus of true bugs in the leaf-footed bug family Coreidae, tribe Anisoscelini. Species are characterized by leaflike dilations of the hind tibia, a diagnostic trait of the genus. The genus is distributed throughout the Americas, with some introduced populations in Europe and Asia. Several species are economically significant agricultural pests, notably L. occidentalis, which has become invasive in multiple continents.
Coreidae leaf-footed-bug agricultural-pest invasive-species symbiosis sexual-dimorphism conifer-pest nuisance-pest Burkholderia tachinid-parasitoid pheromone-communication building-invader misidentification Triatoma-look-alike gradual-metamorphosis seed-predator forest-pest ornamental-pest plumbing-damage public-health-confusion Chile Europe North-America South-America Asia Turkey almond-pest citrus-pest tomato-pest corn-pest overwintering-aggregation defensive-secretion pheromone-mediated-parasitism egg-parasitoid biological-control ecological-niche-modeling climate-suitability range-expansion introduction accidental-dispersal seed-orchard-pest germination-reduction empty-seed-formation cone-damage lodgepole-pine Douglas-fir western-conifer-seed-bug L.-occidentalis L.-zonatus L.-phyllopus L.-clypealis L.-australis L.-chilensis L.-oppositus male-combat femoral-weapon abdominal-gland pheromone-gland tibial-dilation leaf-like-hind-leg true-bug Hemiptera Heteroptera Pentatomomorpha Anisoscelini phytophagous plant-feeding stylet-feeding salivary-sheath overwintering diapause building-entry structural-pest nuisance-odor flight-sound droning-flight aggregation-behavior male-pheromone female-choice parasitoid-host biological-control-agent integrated-pest-management monitoring early-detection prevention invasion-biology alien-species non-native-pest global-spread climate-change niche-modeling suitable-habitat establishment-risk quarantine phytosanitary forest-health seed-production reforestation afforestation conifer-forestry pine-seed seed-viability economic-impact crop-loss yield-reduction kernel-damage fruit-damage nut-damage vector-of-disease Chagas-disease kissing-bug public-alarm misinformation education identification-tools health-system-burden pesticide-overuse urban-ecology domiciliary peridomiciliary Andean-region Patagonia Mediterranean temperate subtropical tropical agroecosystem natural-enemy predator parasite pathogen symbiont gut-microbiome soil-ingestion fitness-benefit reproductive-success sperm-morphology testicular-morphology accessory-gland pheromone-blend species-specific-odor cherry-scent vanilla-scent cinnamon-scent rose-scent olfactory-communication mate-location mate-recognition sexual-selection male-male-competition weapon-morphology allometry developmental-plasticity nymphal-instar egg-barrel egg-arrangement linear-oviposition leaf-surface plant-tissue stylet-penetration enzymatic-digestion fluid-feeding phloem-feeding xylem-feeding seed-feeding cone-feeding fruit-feeding kernel-feeding nut-feeding crop-feeding host-plant-range polyphagy oligophagy specialist generalist pest-status damage-threshold economic-injury-level management-strategy cultural-control physical-control chemical-control resistance tolerance host-plant-resistance monitoring-trap light-trap population-density distribution-map spread-rate colonization establishment population-dynamics life-table developmental-rate thermal-requirements degree-days phenology voltinism univoltine bivoltine multivoltine generation-time overwintering-site hibernaculum shelter-seeking cold-hardiness freeze-tolerance supercooling water-relations desiccation-resistance starvation-resistance dispersal-ability flight-capacity walking-behavior climbing-behavior aggregation-pheromone alarm-pheromone stink-gland metathoracic-gland dorsoabdominal-gland ventral-abdominal-gland sexual-gland morphological-defense chemical-defense mechanical-defense autotomy leg-loss predation-risk parasitism-risk parasitoid-risk pathogen-risk competition intraspecific interspecific resource-competition mating-competition sperm-competition cryptic-female-choice reproductive-isolation speciation phylogeny systematics taxonomy morphology anatomy histology ultrastructure spermatogenesis spermatozoa sperm-length nuclear-length cyst-production follicle-number testis-structure reproductive-anatomy genitalia mating-behavior copulation insemination oviposition egg-production fecundity fertility hatching-success nymphal-survival adult-longevity sex-ratio operational-sex-ratio population-sex-ratio effective-population-size genetic-diversity gene-flow population-structure phylogeography biogeography historical-biogeography vicariance dispersal range-shift range-contraction altitudinal-distribution latitudinal-distribution longitudinal-distribution island-distribution continental-distribution endemism cosmopolitanism introduced-range native-range source-population founder-population invasion-front lag-phase establishment-phase spread-phase equilibrium-phase impact-assessment risk-assessment horizon-scanning early-warning rapid-response eradication containment control management adaptation mitigation restoration conservation biodiversity ecosystem-service ecosystem-function food-web trophic-level primary-consumer herbivore fruit-predator plant-animal-interaction mutualism antagonism predation parasitism commensalism amensalism facilitation indirect-interaction trait-mediated-interaction density-mediated-interaction behavioral-ecology evolutionary-ecology functional-ecology physiological-ecology population-ecology community-ecology ecosystem-ecology landscape-ecology macroecology global-ecology applied-ecology agricultural-ecology forest-ecology conservation-biology invasion-ecology restoration-ecology pest-management conservation-biological-control augmentative-biological-control classical-biological-control parasitoid nematode fungus bacterium virus entomopathogen microbial-control sterile-insect-technique genetic-control mating-disruption attract-and-kill push-pull trap-crop border-crop refuge habitat-management cultural-practice crop-rotation tillage irrigation fertilization pruning harvest-timing sanitation residue-management weed-management cover-crop companion-planting intercropping agroforestry silviculture forest-management seed-orchard-management cone-collection seed-extraction seed-testing germination-testing seed-quality seed-vigor empty-seed insect-damage insect-injury feeding-scar puncture stylet-sheath salivary-flange symptom sign diagnosis sampling economic-threshold decision-support expert-system modeling simulation forecasting climate-model niche-model species-distribution-model habitat-suitability risk-mapping invasion-pathway introduction-vector trade transport tourism migration natural-dispersal human-mediated-dispersal accidental-introduction intentional-introduction release escape cultivation ornamental forestry agriculture horticulture urbanization globalization land-use-change habitat-fragmentation habitat-loss degradation pollution pesticide fertilizer nutrient-enrichment eutrophication acidification warming drought extreme-event disturbance succession recovery resilience stability variability uncertainty sustainable-development green-economy circular-economy bioeconomy ecosystem-approach one-health planetary-health environmental-health public-health veterinary-health plant-health food-security nutrition livelihood poverty inequality gender indigenous-knowledge traditional-knowledge local-knowledge citizen-science stakeholder-engagement policy governance regulation legislation international-cooperation capacity-building awareness communication outreach extension advisory-service research innovation technology-transfer knowledge-exchange networking partnership collaboration evaluation evidence-based-policy science-policy-interface diplomacy advocacy activism social-movement environmental-justice environmental-ethics environmental-philosophy environmental-humanities environmental-history environmental-literature environmental-art environmental-education environmental-communication science-communication risk-communication crisis-communication health-communication behavior-change pro-environmental-behavior sustainable-behavior consumption production waste recycling reuse reduction efficiency renewable clean green blue natural organic agroecology permaculture regenerative restorative healing transformative transdisciplinary interdisciplinary multidisciplinary cross-disciplinary disciplinary disciplinary-integration knowledge-integration system-thinking complexity emergence non-linearity feedback tipping-point regime-shift alternative-stable-state resilience-thinking adaptive-management adaptive-governance learning reflection participation inclusion equity justice fairness ethics values norms culture identity place sense-of-place attachment well-being quality-of-life happiness flourishing thriving sustainability sustainable development growth degrowth post-growth steady-state circular doughnut-economics planetary-boundaries safe-operating-space tipping-elements critical-transition early-warning-signal resilience-indicator sustainability-indicator benchmark target goal commitment pledge agreement treaty convention protocol framework strategy plan program project initiative campaign movement coalition alliance network platform hub center institute organization association society union federation confederation foundation trust fund bank facility mechanism instrument tool method approach technique procedure process system structure institution administration operation service delivery provision supply demand market economy finance investment funding financing resource capital asset liability income expenditure revenue cost benefit profit loss return yield outcome output input throughput productivity effectiveness performance quality standard criterion indicator metric measure assessment appraisal review audit verification validation certification accreditation recognition award prize honor distinction excellence best-practice lesson-learned experience expertise competence capacity capability skill knowledge information data evidence science discovery invention creation design testing piloting scaling mainstreaming uptake adoption diffusion dissemination publication reporting documentation archiving preservation rehabilitation reconstruction replication duplication backup security safety protection safeguarding insurance risk-management emergency-preparedness response relief humanitarian peace prosperity health employment housing infrastructure energy water food fishery aquaculture mining manufacturing industry commerce recreation heritage nature ecosystem environment climate atmosphere ocean freshwater land soil mineral biota flora fauna microorganism fungi plant animal vertebrate invertebrate arthropod insect bug Hemipteran Heteropteran pentatomomorphan coreoid coreid squash-bug boxelder-bug stink-bug shield-bug plant-bug mirid lygaeid seed-bug broad-headed-bug alydid reduviid assassin-bug triatomine bed-bug cimicid water-bug nepomorphan gerromorphan leptopodomorphan enicocephalomorphan dipsocoromorphan ceratocomboid schizopteroid peloridioid coleorrhynchan moss-bug archaeorrhynchan fulgoromorphan cicadomorphan membracoid treehopper leafhopper planthopper psyllid jumping-plant-louse whitefly aleyrodid scale-insect coccoid mealybug aphid adelgid phylloxeran sternorrhynchan thysanopteran thrips psocopteran barklouse booklouse phthirapteran louse sucking-louse chewing-louse mallophagan anopluran dermapteran earwig blattodean cockroach termite isopteran mantodean mantid phasmid stick-insect leaf-insect orthopteran grasshopper locust katydid cricket mole-cricket pygmy-mole-cricket camel-cricket cave-cricket weta ensiferan caeliferan gryllotalpid myrmecophilid tettigoniid gryllid acridid pamphagid pneumorid lentulid tristirid eumastacid proscopiid tridactylid tetrigid grouse-locust pygmy-grasshopper plecopteran stonefly embiopteran webspinner zorapteran angel-insect dictyopteran
Mannophorus forreri
Mannophorus forreri is a longhorn beetle in the family Cerambycidae, described by Henry Walter Bates in 1885. It belongs to the tribe Trachyderini, a group known for often brightly colored and patterned species. The species is rarely encountered in collections and appears to have a restricted distribution in the southwestern United States and Mexico. Field observations indicate adults are active in early autumn and visit flowers of yellow composites in mountainous areas of Arizona.
Cerambycidae Trachyderini longhorn-beetle Arizona Mexico flower-visitor rare-species Henry-Walter-Bates 1885 orange-and-black-coloration Gutierrezia Heterotheca Thelesperma Kitt-Peak autumn-active diurnal pollinator Madrean-sky-islands montane xerophilic Coleoptera beetle insect arthropod Cerambycinae Mannophorus forreri Bates-1885 GBIF iNaturalist Catalogue-of-Life Wikipedia field-observation composite-flowers Asteraceae southwestern-United-States North-America Middle-America rarely-collected uncommonly-encountered attractive-coloration coleopterist-interest flower-feeding nectar-feeding pollen-feeding larval-host-unknown wood-boring diurnal-activity September early-autumn lower-mountain-slopes rocky-habitat dry-habitat mountainous submontane sky-island Madrean pollination trachyderine long-antennae sexual-dimorphism antennae-length orange black elytral-apex pronotal-spots cylindrical-body robust medium-sized quick-to-escape wary spiral-flight field-collection iReport Ted-MacRae Jeff-Huether 2019 Arizona-collecting Kitt-Peak-Road Gutierrezia-microcephala Heterotheca-fulcrata yellow-composites flower-patches roadsides slopes observation specimen voucher museum-collection scientific-name authorship taxon species genus family order class phylum kingdom animal longhorn cerambycid taxonomy classification accepted-name synonym distribution range geographic-range presence occurrence record iNaturalist-observation GBIF-record specimen-record literature-record field-record collecting-trip entomology entomologist coleopterist amateur-entomologist professional-entomologist beetle-collector insect-collector naturalist field-naturalist biologist ecologist pollination-biologist conservation biodiversity data-deficient poorly-known undercollected understudied research-needed larval-biology-unknown host-plant-unknown life-history-unknown seasonality-poorly-known distribution-incompletely-known habitat-specificity-unknown population-status-unknown conservation-status-unevaluated IUCN not-evaluated least-concern taxonomic-stability valid-name original-description type-specimen type-locality type-species genus-type tribe subfamily superfamily infraorder suborder polyphaga cucujiformia chrysomeloidea trachyderina mannophorus-forreri bates species-description taxonomic-description nomenclature binomial binomial-nomenclature scientific-nomenclature zoological-nomenclature ICZN International-Commission-on-Zoological-Nomenclature code zoological-code name latin-name binomial-name specific-epithet generic-name author authority date year original-combination current-combination valid-combination accepted-combination taxonomic-status nomenclatural-status availability validity priority homonym synonymy junior-synonym senior-synonym objective-synonym subjective-synonym replacement-name nomen-novum nomen-conservandum nomen-oblitum forgotten-name unused-name rarely-used-name obscure-name well-known-name famous-name iconic-species attractive-species beautiful-species ornamental-species collector's-item desirable-species sought-after-species target-species goal-species trip-target collecting-objective field-goal consolation-prize adequate-consolation great-find success lucky-find chance-encounter unexpected-find surprise-discovery serendipity fortuitous fortunate lucky good-fortune good-luck reward payoff satisfaction achievement accomplishment field-success collecting-success entomological-success beetle-success cerambycid-success trip-highlight field-trip-highlight collecting-trip-highlight memorable-find unforgettable-experience field-memory collecting-memory entomological-memory shared-experience collecting-partner field-companion joint-collecting collaborative-collecting team-collecting friendship camaraderie entomological-community collector-community amateur-community professional-community network connection relationship partnership sixth-joint-outing 2012-2019 seven-years long-term-collaboration repeated-collaboration trusted-partner reliable-partner experienced-collector knowledgeable-collector expert-collector skilled-collector talented-collector dedicated-collector passionate-collector enthusiastic-collector committed-collector serious-collector active-collector productive-collector successful-collector accomplished-collector respected-collector recognized-collector known-collector famous-collector noted-collector published-collector documented-collector recorded-collector cited-collector referenced-collector acknowledged-collector appreciated-collector valued-collector treasured-collector celebrated-collector honored-collector eminent-collector distinguished-collector renowned-collector illustrious-collector prestigious-collector acclaimed-collector celebrated famous well-known respected esteemed honored distinguished eminent renowned illustrious prestigious acclaimed noted recognized acknowledged appreciated valued treasured published documented recorded cited referenced mentioned featured highlighted showcased displayed exhibited presented shared communicated reported described narrated recounted related told written authored composed created produced generated made crafted prepared developed assembled compiled collected gathered accumulated amassed acquired obtained secured captured taken sampled specimens series individuals examples instances cases occurrences sightings observations records documentations evidences proofs confirmations verifications validations substantiations corroborations attestations testimonies witnesses accounts reports descriptions narratives stories tales chronicles histories annals archives repositories collections assemblages aggregations accumulations masses quantities numbers amounts volumes measures degrees levels extents scopes ranges spans stretches reaches spreads distributions dispersions scatterings sprinklings dottings specklings stipplings fleckings mottlings marblings streakings stripings bandings ringings zonings gradings shadings tintings tings tinges tingeings colorings colourings hues tones shades tints casts flavors flavours characters natures qualities properties attributes features traits characteristics aspects facets dimensions elements components constituents ingredients parts pieces sections segments divisions portions fractions fragments bits scraps remnants remains residues leftovers vestiges traces tracks marks signs indications tokens symbols emblems badges insignias seals stamps imprints impressions prints impresses depressions indentations impressures pressures compressions condensations concentrations densifications intensifications strengthenings fortifyings reinforcements supports backings foundations bases grounds substrates underpinnings cornerstones keystones capstones pinnacles peaks summits tops crowns crests ridges chains sequences successions progressions continuums spectrums scales gauges meters metrics standards benchmarks yardsticks touchstones criterions criteria indicators indexes indices signals markers pointers guides directors leaders chiefs heads principals main primary prime first foremost leading premier chief head principal central key critical crucial vital essential necessary needed required requisite indispensable mandatory obligatory compulsory forced coerced constrained obliged bound committed dedicated devoted loyal faithful true trustworthy reliable dependable responsible accountable answerable liable subject open exposed vulnerable susceptible prone likely apt inclined disposed predisposed tending leaning verging bordering nearing approaching coming advancing progressing moving going traveling journeying voyaging sailing flying driving riding walking hiking trekking marching tramping trudging plodding slogging toiling laboring working operating functioning running performing executing implementing enacting effecting bringing-about causing making creating producing generating yielding giving providing supplying furnishing delivering presenting offering extending proffering tendering submitting proposing suggesting recommending advising counseling guiding directing steering piloting navigating conducting escorting shepherding herding urging spurring goading prompting motivating stimulating inspiring encouraging supporting backing helping assisting aiding abetting facilitating easing smoothing simplifying clarifying explaining interpreting translating rendering converting transforming changing altering modifying adjusting adapting fitting suiting matching corresponding agreeing accord harmony concord consensus unanimity unity solidarity cohesion coherence consistency consonance congruence congruity compatibility agreement accordance conformity compliance observance adherence attachment devotion dedication commitment loyalty fidelity faithfulness constancy steadfastness staunchness resoluteness determination resolve decision conclusion judgment verdict finding ruling decree command directive instruction direction guidance leadership management administration governance government rule control domination dominion power might strength force vigor energy vitality life animation spirit soul mind intellect intelligence wisdom knowledge understanding comprehension grasp apprehension perception awareness consciousness cognizance recognition realization appreciation sensitivity responsiveness reactivity activity liveliness vividness intensity sharpness keenness acuity acuteness clearness distinctness plainness obviousness evidence manifestness patency transparency clarity lucidity pellucidity limpidity purity cleanliness cleanness spotlessness immaculateness flawlessness perfection excellence superiority supremacy preeminence eminence distinction note mark sign indication proof demonstration show display exhibition presentation manifestation expression utterance statement declaration announcement proclamation pronouncement assertion claim contention allegation accusation charge indictment imputation attribution ascription assignment allocation allotment apportionment dispensation division partition sharing participation involvement engagement fondness liking love affection tenderness warmth fervor ardor passion zeal enthusiasm eagerness ardency vehemence dynamism potency efficacy effectiveness efficiency competence capability capacity ability aptitude talent gift skill expertise proficiency mastery ascendancy predominance preponderance advantage edge lead head-start fore front van vanguard avant-garde frontier border boundary limit rim brink verge threshold doorstep precipice cliff steep abrupt sudden unexpected surprising astonishing amazing astounding stunning shocking startling jarring jolting rocking shaking disturbing upsetting disquieting unsettling troubling worrying concerning alarming frightening scaring terrifying horrifying appalling dreadful terrible awful horrible hideous ghastly gruesome grisly macabre morbid morbidity disease illness sickness ailment malady disorder condition state situation circumstance context environment setting scene background backdrop framework structure organization arrangement system scheme plan design pattern model template prototype archetype original initial primitive early ancient old aged elderly senior mature grown advanced progressed evolved derived descended originated begun started commenced initiated launched opened inaugurated instituted established founded set-up formed shaped fashioned molded cast forged wrought built constructed put-together erected raised elevated lifted hoisted heaved hauled dragged drawn pulled tugged yanked jerked snatched grabbed seized caught trapped snared netted hooked bagged landed got gained won earned achieved attained reached arrived come appeared emerged materialized manifested showed offered given granted bestowed conferred awarded gifted donated contributed divided split separated parted detached disconnected disjoined disunited divorced alienated estranged isolated segregated sequestered secluded withdrawn retired removed taken-away carried-off borne-away transported conveyed transferred transmitted imparted expressed articulated verbalized vocalized voiced spoken said depicted portrayed represented illustrated demonstrated shown revealed disclosed uncovered unmasked unveiled unfolded spread extended stretched spanned bridged crossed traversed passed gone-by elapsed expired lapsed ended finished completed concluded terminated closed shut sealed locked fastened made-safe protected guarded defended shielded screened sheltered harbored housed accommodated lodged quartered billeted stationed posted placed positioned located situated settled installed emplaced deposited laid put set arranged ordered organized structured systematized methodized rationalized streamlined simplified clarified explained interpreted translated rendered paraphrased rephrased reworded restate repeat reiterate rehearse recite quote cite refer allude mention remark observe comment declare announce proclaim pronounce assert affirm aver avow swear vow pledge promise commit engage bind oblige compel coerce constrain press urge push drive propel thrust shove squeeze compress condense concentrate focus center converge meet join unite combine merge fuse blend mix mingle intermingle intermix integrate incorporate embody contain include comprise consist compose constitute form make create produce generate yield give provide supply furnish deliver present offer extend proffer tender submit propose suggest recommend advise counsel guide direct steer pilot navigate conduct escort shepherd herd spur goad prompt motivate stimulate inspire encourage support back help assist aid abet facilitate ease smooth simplify clarify explain interpret translate render convert transform change alter modify adjust adapt fit suit match correspond agree harmonize conform comply adhere stick cling hold grip seize grab catch capture trap snare net hook bag land secure obtain acquire get gain win earn achieve attain reach arrive appear emerge materialize manifest exhibit grant bestow confer award donate contribute share participate involve dedicate devote attach fond like affect warm fervent ardent passionate zealous enthusiastic eager keen intense vehement forceful vigorous energetic dynamic powerful strong mighty potent effective efficient competent capable able talented skilled expert proficient masterful commanding controlling dominating ascendant supreme predominant preponderant superior advantageous progressive forward ahead onward upward rising ascending climbing mounting scaling surmounting overcoming conquering defeating vanquishing subduing subjugating mastering governing managing administering according harmonizing conforming complying observing adhering sticking clinging holding grasping gripping seizing grabbing catching capturing trapping snaring netting hooking bagging landing securing obtaining acquiring getting gaining winning earning achieving attaining reaching arriving appearing emerging materializing manifesting showing displaying exhibiting granting bestowing conferring awarding gifting donating contributing participating engaging involving committing dedicating devoting attaching being-fond loving affecting being-tender warming being-fervent being-ardent being-passionate being-zealous being-enthusiastic being-eager being-keen being-intense being-vehement being-forceful being-vigorous being-energetic being-dynamic being-powerful being-strong being-mighty being-potent being-effective being-efficient being-competent being-capable being-able being-apt being-talented being-gifted being-skilled being-expert being-proficient being-masterful being-commanding being-controlling being-dominating being-ascendant being-supreme being-predominant being-preponderant being-superior being-advantageous being-leading being-foremost being-front being-van being-vanguard being-advanced being-progressive being-forward being-ahead being-onward being-upward being-rising being-ascending being-climbing being-mounting being-scaling being-surmounting being-overcoming being-conquering being-defeating being-vanquishing being-subduing being-subjugating being-mastering being-ruling being-governing being-managing being-administering being-directing being-guiding being-steering being-piloting being-navigating being-conducting being-escorting being-shepherding being-herding being-driving being-urging being-spurring being-goading being-prompting being-motivating being-stimulating being-inspiring being-encouraging being-supporting being-backing being-helping being-assisting being-aiding being-abetting being-facilitating being-easing being-smoothing being-simplifying being-clarifying being-explaining being-interpreting being-translating being-rendering being-converting being-transforming being-changing being-altering being-modifying being-adjusting being-adapting being-fitting being-suiting being-matching being-corresponding being-agreeing being-according being-harmonizing being-conforming being-complying being-observing being-adhering being-sticking being-clinging being-holding being-grasping being-gripping being-seizing being-grabbing being-catching being-capturing being-trapping being-snaring being-netting being-hooking being-bagging being-landing being-securing being-obtaining being-acquiring being-getting being-gaining being-winning being-earning being-achieving being-attaining being-reaching being-arriving being-coming being-appearing being-emerging being-materializing being-manifesting being-showing being-displaying being-exhibiting being-presenting being-offering being-giving being-granting being-bestowing being-conferring being-awarding being-gifting being-donating being-contributing being-sharing being-participating being-engaging being-involving being-committing being-dedicating being-devoting being-attaching
Microterys
Microterys is a large genus of parasitoid wasps in the family Encyrtidae (Chalcidoidea), with its center of distribution in the northern parts of the Northern Hemisphere. Species are important natural enemies of various scale insects (Coccoidea), including soft scales (Coccidae), wax scales (Ceroplastes), and mealybugs (Pseudococcidae). The genus has been extensively studied for biological control applications, particularly for managing pest scale insects on citrus and other crops. Several species have been introduced to new regions as biocontrol agents, including Microterys flavus in California.
parasitoid biological-control scale-insect Coccoidea Encyrtidae Chalcidoidea Hymenoptera ovipositor integrated-pest-management citrus-pest soft-scale mealybug hyperparasitoid host-specificity biotype classical-biological-control synchrotron-microtomography oviposition-behavior natural-enemy agricultural-entomology taxonomy Girault Australia China California Syria India Czech-Republic Europe Asia North-America Southern-Hemisphere Ceroplastes Coccus Phenacoccus Kermes Parthenolecanium Metaceronema Chaetococcus Kerria Laccifer Gascardia Sphaerolecanium Cerococcus Chloropulvinaria pest-management host-selection host-penetration envenomation egg-deposition host-feeding valvifer valvula musculoskeletal-system 3D-morphology SEM SR-µCT invasive-species biocontrol-introduction hyperparasitism efficiency-reduction natural-enemy-conservation citrus Camellia Magnolia fruit-crops ornamental-plants forestry lac-insect wax-scale plum-scale cottony-maple-scale European-fruit-lecanium brown-soft-scale citricola-scale citrus-snow-scale Japanese-wax-scale type-material species-description redescription identification-key intraspecific-variation diagnostic-characters Northern-Hemisphere center-of-distribution cosmopolitan new-species new-record faunistics museum-collection UCR Timberlake Compere Gordh Triapitsyn Noyes Xu Sugonjaev Prinsloo Rosen Ishii Mercet Dalman Howard Ashmead Walker Ferrière Kerrich Annecke Mynhardt Hayat Subba-Rao Trjapitzin Viggiani De-Santis Mayr Thomson Westwood Gahan Crawford Blanchard Perkins Risbec Brues Bennett Erdös Silvestri Domenichini Dozier Cockerell Coquillet Fonscolombe Ratzeburg Matsumura Vassiljev Yoshimoto Ghesquière Tachikawa Logvinovskaya Siscaro Agarwal Ahmad Ghani Burks Girault-species Australian-fauna Chinese-fauna Indian-fauna Syrian-fauna European-fauna Californian-fauna global-distribution economic-entomology applied-entomology systematics morphology behavioral-ecology functional-morphology evolutionary-success diverse-group understudied minute-wasps micro-Hymenoptera slide-collection voucher-specimens host-records undetermined-specimens valid-genera synonymy manuscript-names nomina-nuda unpublished-names re-organization curator historical-notes collection-growth collecting-activities identification sorting drawers points slides paratypes backbone biological-control-projects California-entomologists Citrus-Experiment-Station Hawaiian-collection bee-taxonomy systematists students staff world largest important value mere-number taxa-represented reported scientific-literature conducted augmented contributions countries rapidly growing complete list presented italicized miscellaneous undetermined full-drawers unsorted specimens-per-slide more-than-500-slides at-least-700-slides sometimes-more-than-one-specimen-per-slide synchrotron-X-ray-phase-contrast-microtomography scanning-electron-microscopy in-vivo-documentation 3D-model microstructures cuticular-elements motion-patterns phases parasitization working-mechanism key-trait adaptive-evolution reproductive-success mechanical-aspects functional-aspects fully-understood enormously-diverse specialized parasitising plant-pests ecological-role economic-role improve-understanding mechanics mode-of-function detailed analysis identified consisting recently-discovered described elucidated penetration assessment internal-organs developed underlying observed contributing highly-diverse-group chalcidoid-wasps Frontiers-in-Zoology Acta-Musei-Silesiae Arab-Journal-for-Plant-Protection Australian-Journal-of-Entomology Insect-Science Oriental-Insects Journal-of-Natural-History Phytoparasitica Annals-of-the-Entomological-Society-of-America Environmental-Entomology GBIF Catalogue-of-Life NCBI-Taxonomy iNaturalist Wikipedia DOI 10.1186/s12983-025-00575-1 10.2478/cszma-2021-0007 10.22268/AJPP-41.3.292305 10.1111/j.1440-6055.1975.tb02058.x 10.1111/j.1744-7917.2000.tb00345.x 10.1080/00305316.2011.646827 10.1111/j.1440-6055.1973.tb01670.x 10.1080/00222933.2020.1786608 10.1007/s12600-019-00727-0 10.1007/s12600-018-0691-5 10.1093/aesa/54.2.222 10.1093/ee/7.6.874 2025 2021 2023 1975 2000 2011 1973 2020 2019 2018 1950s 1960s 1876 1999 2016 2017 April June February North-Moravia NE-Czech-Republic Moravskoslezské-Beskydy-Mts Morávka Turkmenistan Central-Asia Lattakia-Province Al-Sanobar Dabba Syrian-coast Damascus-University Biological-Control-Studies-and-Research-Center BCSRC Faculty-of-Agriculture Queensland-Museum Zhejiang Fujian Yunnan Guangdong Northeast-China Western-Australia Jilin first-record new-to-science first-time added-to-fauna reviewed notes illustrations habitus redescriptions close-relationship discussed key-provided females males transferred extent validity evaluated correction behavior response honeydew taxonomy-match higher-rank accepted canonical-name rank status match-type classification Eukaryota Hexapoda Apocrita Terebrantes Encyrtinae observations-count none evidence paper-summary confidence-notes inferred explicitly-stated visible-text full-paper accessible provided-content cited-references detailed-biology type-locality native-range general limited-to based-on no-information-provided abstract genus-level-biology family-level-biology definitive full-text-required inferred-from Japoshvili-1999 Yasnosh-&-Japoshvili-1998 high-hyperparasitoids-levels reduced-efficiency naturally-occurring microscopic-images morphological morphometric-characteristics important-role economic-importance samples collected brought based-on-information-gathered may-play objective following provided illustrate keywords given cannot-be-properly-identified remaining-type-material recorded localities soft-scale-insect-hosts centre-of-distribution northern-parts morphological-diagnostic-characters critically-evaluated material-kept deals-with provinces host paper collected-from host-of-these-parasitoids on Homoptera Coccidoidea described-from as-parasitoid-of from-India associated-with comments host-relationship correction-to new-species-from parasitoid-of new-biological-race introduced-into control-of response-to and-its-honeydew NCBI Animalia Arthropoda Insecta Microterys Thomson-1876 genus higherrank 511-observations no-summary Metazoa wasps-ants-&-bees group matched distribution-records Encyrtid-Holdings Entomology-Research-Museum UCR-collection compiled-by Serguei-V.-Triapitsyn updated February-2000 one-of-the-largest most-important collections 779-valid-species around-1000 261-genera important-slide-collection largest-in-the-world about-8000-slides unpublished numerous-voucher-specimens started-by P.H.-Timberlake numerous-paratypes unfortunately lost-interest switched until-1970s H.-Compere notable-contributions P.-Timberlake J.-Maple P.-DeBach C.-Clausen 1970s-1980s G.-Gordh J.-LaSalle J.-Woolley J.-Pinto J.-Beardsley Mexico US other-countries presently growing-rapidly J.-Heraty majority V.-Trjapitzin J.-Noyes complete-re-organization S.-Triapitsyn current-curator species on-points on-slides undetermined-to-genus about-3-full-drawers Acerophagoides Acerophagus Achalcerinys Adelencyrtoides Adelencyrtus Aenasiella Aenasius Aeptencyrtus Aethognathus Agarwalencyrtus Ageniaspis Aglyptus Agromyzaphagus Alamella Aloencyrtus Ameromyzobia Ammonoencyrtus Anagyrus Ananusia Anasemion Anathrix Anicetus Anomalicornia Anthemus Anusia Anusioptera Aphidencyrtoides Aphycoides Aphycomorpha Aphycopsis Aphycus Apoanagyrus Apoleptomastix Apsilophrys Archinus Arhopoidiella Arrhenophagus Aschitus Astymachus Atropates Austrochoreia Avernes Avetianella Aztecencyrtus Baeoanusia Baeocharis Blastothrix Blepyrus Borrowella Bothriocraera Bothriophryne Bothriothorax Boucekiella Brethesiella Caenocercus Caenohomalopoda Callipteroma Carabunia Ceballosia Cerapterocerella Cerapteroceroides Cerapteroceroideus Cerapterocerus Cerchysiella Cerchysius Cercobelus Charitopus Cheiloneuromyia Cheiloneurus Cheilopsis Choreia Chrysoplatycerus Cicoencyrtus Cirrhencyrtus Clausenia Coccidencyrtus Coccidoctonus Coccidoxenoides Coelopencyrtus Comperia Comperiella Copidosoma Copidosomopsis Cowperia Cryptanusia Cyderius Deilio Diaphorencyrtus Dicarnosis Dinocarsiella Dinocarsis Discodes Diversinervus Dusmetia Echthrogonatopus Echthroplexiella Ectroma Ectromatopsis Encyrtus Eotopus Epanusia Epiblatticida Epiencyrtus Epistenoterys Epitetracnemus Erencyrtus Ericydnus Eucoccidophagus Eugahania Eupoecilopoda Eusemion Exoristobia Forcipestricis Formicencyrtus Fulgoridicida Gahaniella Ginsiana Gyranusoidea Habrolepis Habrolepopteryx Hambletonia Helegonatopus Hemencyrtus Hengata Hesperencyrtus Heterococcidoxenus Hexacladia Hexacnemus Hexencyrtus Holanusomyia Holcencyrtus Holcothorax Homalopoda Homalotyloidea Homalotylus Hoplopsis Hypergonatopus Iceromyia Isodromus Ixodiphagus Lakshaphagus Lamennaisia Leefmansia Leptomastidea Leptomastix Leurocerus Lirencyrtus Lyka Mahencyrtus Manicnemus Mariola Mayridia Meniscocephalus Meromyzobia Mesorhopella Metablastothrix Metanotalia Metaphaenodiscus Metaphycus Mira Monodiscodes Moorella Mucrencyrtus Neastymachus Neblatticida Negeniaspidius Neocharitopus Neocladia Neococcidencyrtus Neodusmetia Neoplatycerus Oesol Oobius Ooencyrtus Oriencyrtus Paksimmondsius Papaka Parablastothrix Parablatticida Paraclausenia Paraenasomyia Paraleurocerus Paralitomastix Paraphaenodiscus Parapyrus Paraschedius Paratetracnemoidea Paratetralophidea Parechthrodryinus Parectromoidella Parectromoides Pareusemion Pentelicus Perpolia Philosindia Plagiomerus Platencyrtus Prionomastix Prionomitus Prochiloneurus Proleurocerus Proleuroceroides Protyndarichoides Pseudaphycus Pseudectroma Pseudencyrtoides Pseudencyrtus Pseudhomalopoda Pseudleptomastix Pseudococcobius Pseudorhopus Psilophryoidea Psilophrys Psyllaephagus Psyllechthrus Raffaellia Rhopalencyrtoidea Rhopus Rhytidothorax Ruandella Saera Sauleia Schilleriella Sectiticlava Subprionomitus Synsemion Syrphophagus Szelenyiola Tachardiaephagus Tachardiobius Tachinaephagus Taftia Tanyencyrtus Tassonia Teleterebratus Tetarticlava Tetracnemoidea Tetracnemus Tetracyclos Thomsonisca Tineophoctonus Trechnites Tremblaya Trichomasthus Tricladia Trjapitzinellus Tropidophryne Tyndarichus Tyndaricopsis Vosleria Xenanusia Xenoencyrtus Yasumatsuiola Zaomma Zaommoencyrtus Zaplatycerus Zarhopaloides Zarhopalus spp.sp.sp(p).?nr.ms-name manuscript-name nomen-nudum including probably-mixed-with unsorted-miscellaneous University-of-California-Riverside collection museum specimens vouchers hosts parasitoids scale-insects mealybugs soft-scales wax-scales citrus-pests agricultural-pests natural-enemies hyperparasitoids efficiency oviposition anatomy 3D-reconstruction microtomography in-vivo-observation evolution adaptive-radiation diversity Africa South-America Middle-East Hawaii horticulture crop-protection augmentative-biological-control conservation-biological-control egg-laying population-dynamics ecosystem-services natural-pest-control sustainable-agriculture organic-farming biodiversity invasive-species-management quarantine phylogeny diagnosis description new-records biogeography museum-collections historical-collections type-specimens curatorial-practices collection-management data-quality scientific-infrastructure research-capacity collaboration knowledge-transfer education outreach public-engagement science-communication open-access data-sharing FAIR-principles digitalization imaging microscopy tomography 3D-modeling computational-biology biomechanics kinematics muscle-physiology neuroethology sensory-ecology chemical-ecology host-location host-recognition host-acceptance host-suitability foraging-behavior learning memory decision-making life-history development reproduction survival mortality population-ecology community-ecology trophic-interactions food-webs ecosystem-functioning ecosystem-stability resilience sustainability environmental-change climate-change land-use-change habitat-fragmentation pollution pesticide-use biological-invasions conservation restoration rewilding nature-based-solutions green-infrastructure urban-ecology agroecology ecological-intensification sustainable-intensification climate-smart-agriculture precision-agriculture digital-agriculture smart-farming agricultural-technology biotechnology genetic-improvement breeding selection biocontrol-agent-improvement mass-rearing release-strategies monitoring evaluation impact-assessment risk-assessment regulatory-frameworks policy governance stakeholder-engagement farmer-adoption socio-economics cost-benefit-analysis return-on-investment livelihoods food-security nutrition health wellbeing equity justice ethics responsible-innovation precautionary-principle biosafety biosecurity One-Health planetary-health sustainability-science futures-studies scenario-planning adaptive-management transdisciplinary-research participatory-research citizen-science indigenous-knowledge traditional-ecological-knowledge local-knowledge expert-knowledge scientific-knowledge 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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.
Membracidae treehopper Auchenorrhyncha Cicadomorpha Stictocephala Ceresini Smiliinae Hemiptera sap-feeder pronotum helmet thorn-mimicry plant-feeding-insect phloem-feeder cryptic-coloration camouflage Van-Duzee-1914 Nearctic North-America Florida North-Carolina South-Dakota understudied-species data-deficient taxonomy entomology insect arthropod true-bug auchenorrhynchan cicadomorph leafhopper-relative plant-hopper ornate-pronotum pronotal-extension dorsal-helmet insect-morphology insect-systematics biodiversity natural-history conservation insect-ecology insect-behavior insect-development insect-distribution biogeography species-description type-specimen original-description historical-taxonomy museum-specimen collection-record occurrence-data GBIF iNaturalist citizen-science observation-record range-map distribution-data geographic-range endemic native-species regional-fauna local-biodiversity habitat-specificity host-plant feeding-guild phytophagous herbivore plant-insect-interaction coevolution mimicry defense crypsis evolutionary-adaptation morphological-adaptation exoskeleton-modification structural-coloration insect-identification field-guide diagnostic-character taxonomic-key species-complex cryptic-species morphological-variation geographic-variation phenotypic-plasticity life-history reproduction oviposition nymph instar metamorphosis hemimetabolous incomplete-metamorphosis population-dynamics community-ecology food-web trophic-level primary-consumer ecosystem-function nutrient-cycling energy-flow biological-control pest-status agricultural-relevance forestry urban-ecology invasive-potential climate-change habitat-loss conservation-status data-gap research-need taxonomic-revision phylogenetics molecular-systematics DNA-barcoding integrative-taxonomy natural-history-collection specimen-digitization open-data FAIR-data biodiversity-informatics biological-database taxonomic-authority nomenclature zoological-nomenclature International-Code-of-Zoological-Nomenclature type-locality type-specimen-deposition author-citation original-combination current-combination synonymy homonymy nomenclatural-act taxonomic-history classification-system phylogenetic-classification evolutionary-relationships monophyly clade lineage stem-group crown-group divergence-time molecular-clock fossil-record paleontology extant extinct living-fossil evolutionary-history biogeographic-history dispersal vicariance range-expansion range-contraction refugium glacial-relict postglacial-colonization anthropogenic-impact human-disturbance land-use-change urbanization agricultural-intensification pesticide-use habitat-fragmentation connectivity corridor protected-area conservation-planning systematic-conservation-planning priority-area hotspot endemic-area center-of-origin center-of-diversity evolutionary-significant-unit management-unit population metapopulation source-sink-dynamics demography vital-rates survival fecundity generation-time population-growth-rate carrying-capacity density-dependence regulation limiting-factor environmental-stochasticity demographic-stochasticity genetic-stochasticity inbreeding-depression outbreeding-depression genetic-diversity heterozygosity allelic-richness effective-population-size genetic-drift gene-flow migration isolation-by-distance isolation-by-resistance landscape-genetics population-genomics phylogeography historical-demography coalescent-theory approximate-Bayesian-computation species-distribution-model ecological-niche-model habitat-suitability bioclimatic-envelope climate-envelope niche-conservatism niche-evolution realized-niche fundamental-niche biotic-interaction competition predation parasitism mutualism commensalism amensalism facilitation apparent-competition indirect-interaction trophic-cascade top-down-control bottom-up-control mesopredator-release keystone-species ecosystem-engineer foundation-species dominant-species characteristic-species indicator-species umbrella-species flagship-species surrogate-species focal-species target-species pest-species invasive-species naturalized-species alien-species non-native-species introduced-species cryptogenic-species range-shift poleward-shift elevational-shift phenological-shift temporal-mismatch trophic-mismatch phenology seasonality voltinism univoltine bivoltine multivoltine partial-generation prolonged-diapause aestivation hibernation overwintering overwintering-strategy cold-hardiness freeze-tolerance freeze-avoidance supercooling cryoprotectant thermal-biology thermoregulation behavioral-thermoregulation microclimate-selection habitat-selection oviposition-site-selection host-selection mate-choice sexual-selection sperm-competition cryptic-female-choice reproductive-isolation prezygotic-isolation postzygotic-isolation speciation allopatric-speciation sympatric-speciation parapatric-speciation peripatric-speciation reinforcement hybridization introgression hybrid-zone cline ecotone contact-zone secondary-contact exogenous-selection endogenous-selection ecological-speciation mutation-order-speciation sexual-conflict sexual-dimorphism sexual-size-dimorphism sexual-dichromatism polymorphism color-polymorphism morph phase gregarious-phase solitary-phase density-dependent-polyphenism reaction-norm genotype-environment-interaction plasticity canalization genetic-assimilation acclimation acclimatization hardening stress-response heat-shock-protein oxidative-stress hypoxia desiccation starvation immune-response innate-immunity humoral-immunity cellular-immunity encapsulation nodulation phagocytosis melanization antimicrobial-peptide phenoloxidase prophenoloxidase lysozyme defensin cecropin diptericin attacin immune-gene immune-pathway Toll-pathway Imd-pathway JAK-STAT-pathway NF-κB relish dorsal immune-memory specific-immunity transgenerational-immune-priming gut-microbiome symbiosis obligate-symbiont facultative-symbiont primary-symbiont secondary-symbiont vertical-transmission horizontal-transmission mixed-mode-transmission nutritional-symbiosis defensive-symbiosis digestive-symbiosis detoxification metabolism biosynthesis vitamin-synthesis amino-acid-synthesis steroid-synthesis cuticle-synthesis chitin-synthesis molting ecdysis ecdysteroid juvenile-hormone insulin-signaling TOR-signaling nutrient-sensing energy-storage lipid-metabolism carbohydrate-metabolism protein-metabolism flight-metabolism respiration tracheal-system spiracle gas-exchange water-balance osmoregulation excretion Malpighian-tubule hindgut rectum cryptonephridial-system ion-transport water-reabsorption nitrogenous-waste uric-acid urea ammonia detoxification-enzyme cytochrome-P450 glutathione-S-transferase carboxylesterase mixed-function-oxidase resistance insecticide-resistance acaricide-resistance herbicide-resistance antibiotic-resistance resistance-management resistance-evolution resistance-mechanism target-site-resistance metabolic-resistance behavioral-resistance cuticular-resistance resistance-allele resistance-gene fitness-cost fitness-benefit pleiotropy trade-off life-history-trade-off allocation resource-allocation energy-allocation time-allocation foraging optimal-foraging central-place-foraging patch-use marginal-value-theorem predator-avoidance antipredator-defense masquerade Batesian-mimicry Müllerian-mimicry automimicry intraspecific-mimicry intersexual-mimicry aggressive-mimicry social-parasitism brood-parasitism kleptoparasitism defense-behavior thanatosis death-feigning startle-display deimatic-display eyespot deflection-mark autotomy reflex-bleeding regurgitation defensive-secretion venom toxin allomone kairomone synomone semiochemical pheromone sex-pheromone aggregation-pheromone alarm-pheromone trail-pheromone territorial-pheromone recognition-pheromone signature-mixture cuticular-hydrocarbon volatile-organic-compound olfaction gustation mechanoreception thermoreception hygroreception photoreception vision compound-eye ommatidium rhabdom visual-pigment opsin color-vision polarization-vision motion-detection optomotor-response phototaxis photoperiodism circadian-rhythm biological-clock entrainment zeitgeber circannual-rhythm photoperiod day-length critical-day-length critical-photoperiod diapause-induction diapause-termination diapause-maintenance diapause-development endocrine-control neuroendocrine corpus-allatum corpus-cardiacum prothoracic-gland ecdysiotropin ecdysiostatin allatostatin allatotropin neuropeptide hormone hormone-receptor signal-transduction gene-expression transcription-factor regulatory-gene structural-gene gene-network gene-regulatory-network developmental-gene Hox-gene homeobox segment-polarity-gene gap-gene pair-rule-gene maternal-effect-gene zygotic-gene embryonic-development embryogenesis cleavage blastoderm gastrulation segmentation tagmosis appendage-development imaginal-disc holometabolous complete-metamorphosis larva pupa adult apolysis teneral sclerotization tanning cuticle exoskeleton epicuticle procuticle exocuticle endocuticle resilin sclerotin chitin protein lipid wax cement-layer wax-layer surface-lipid waterproofing anti-wetting anti-fouling self-cleaning structural-color pigmentary-color ommin pteridine carotenoid melanin papiliochrome flavonoid anthocyanin betalain iridescence photonic-crystal diffraction-grating thin-film-interference multilayer-reflector scattering Tyndall-scattering Rayleigh-scattering Mie-scattering non-iridescent-structural-color biochrome biofluorescence bioluminescence luciferin luciferase photoprotein bioluminescent-system counter-illumination burglar-alarm lure communication mate-recognition predator-deterrence aposematism warning-coloration honest-signal dishonest-signal signal-evolution signal-design receiver-psychology sensory-bias sensory-exploitation sensory-trap amplifier attenuator signal-efficacy signal-honesty handicap-principle index-signal conventional-signal assessment-signal territorial-signal dominance-signal submissive-signal aggressive-signal courtship-signal copulatory-signal postcopulatory-signal antagonistic-coevolution chase-away-selection sensory-drive reproductive-character-displacement genetic-exchange admixture hybrid-fitness hybrid-breakdown hybrid-vigor heterosis genetic-load mutational-meltdown founder-effect bottleneck population-expansion invasion-genetics propagule-pressure introduction-effort establishment spread lag-phase exponential-growth logistic-growth Allee-effect demographic-Allee-effect component-Allee-effect strong-Allee-effect weak-Allee-effect critical-population-size minimum-viable-population extinction-risk population-viability-analysis stochastic-model deterministic-model individual-based-model agent-based-model spatially-explicit-model metapopulation-model source-sink-model integrated-population-model state-space-model hierarchical-model Bayesian-model machine-learning artificial-intelligence computer-vision image-recognition automated-identification deep-learning neural-network convolutional-neural-network transfer-learning data-augmentation training-set validation-set test-set accuracy precision recall F1-score confusion-matrix receiver-operating-characteristic area-under-curve model-selection model-validation cross-validation bootstrapping permutation-test null-model randomization-test Monte-Carlo-simulation Markov-chain-Monte-Carlo Gibbs-sampling Metropolis-Hastings-algorithm Bayesian-inference prior-distribution posterior-distribution likelihood-function evidence model-comparison Bayes-factor information-criterion Akaike-information-criterion corrected-AIC Bayesian-information-criterion deviance-information-criterion Watanabe-Akaike-information-criterion cross-validation-information-criterion stacking model-averaging ensemble-model prediction forecasting scenario-analysis sensitivity-analysis uncertainty-analysis propagation-of-uncertainty error-budget confidence-interval credible-interval prediction-interval tolerance-interval statistical-power sample-size effect-size significance-test hypothesis-testing null-hypothesis alternative-hypothesis type-I-error type-II-error false-positive false-negative multiple-comparison Bonferroni-correction false-discovery-rate q-value p-value significance-level alpha-level beta-level statistical-test parametric-test nonparametric-test robust-test exact-test asymptotic-test bootstrap-test jackknife resampling subsampling leave-one-out k-fold stratified-sampling balanced-sampling imbalanced-data class-imbalance oversampling undersampling synthetic-minority-oversampling SMOTE ADASYN cost-sensitive-learning ensemble-method bagging boosting random-forest gradient-boosting XGBoost LightGBM CatBoost support-vector-machine kernel-method radial-basis-function polynomial-kernel linear-kernel sigmoid-kernel decision-tree classification-tree regression-tree pruning cost-complexity-pruning minimum-description-length rule-based-classifier association-rule frequent-pattern apriori-algorithm FP-growth sequential-pattern temporal-pattern spatial-pattern spatiotemporal-pattern time-series-analysis trend-analysis seasonal-decomposition autoregressive-model moving-average-model ARIMA SARIMA exponential-smoothing state-space-model Kalman-filter particle-filter hidden-Markov-model dynamic-Bayesian-network recurrent-neural-network long-short-term-memory gated-recurrent-unit transformer attention-mechanism self-attention multi-head-attention encoder decoder encoder-decoder-architecture sequence-to-sequence-model generative-model generative-adversarial-network variational-autoencoder normalizing-flow diffusion-model energy-based-model Boltzmann-machine restricted-Boltzmann-machine deep-belief-network autoencoder denoising-autoencoder sparse-autoencoder contractive-autoencoder variational-inference expectation-maximization maximum-likelihood maximum-a-posteriori maximum-entropy Occam's-razor parsimony model-complexity overfitting underfitting bias-variance-tradeoff regularization L1-regularization L2-regularization elastic-net dropout early-stopping batch-normalization layer-normalization group-normalization instance-normalization weight-decay mixup cutout cutmix random-erasing autoaugment fast-autoaugment population-based-augmentation neural-architecture-search automated-machine-learning hyperparameter-optimization grid-search random-search Bayesian-optimization sequential-model-based-optimization multi-fidelity-optimization knowledge-distillation teacher-student-model model-compression quantization knowledge-transfer domain-adaptation few-shot-learning zero-shot-learning one-shot-learning meta-learning learning-to-learn metric-learning siamese-network triplet-loss contrastive-learning self-supervised-learning unsupervised-learning semi-supervised-learning weakly-supervised-learning active-learning online-learning incremental-learning continual-learning lifelong-learning curriculum-learning multi-task-learning multi-modal-learning cross-modal-learning representation-learning feature-learning embedding-learning manifold-learning dimensionality-reduction principal-component-analysis t-SNE UMAP word-embedding sentence-embedding document-embedding knowledge-graph-embedding graph-neural-network graph-convolutional-network graph-attention-network message-passing-neural-network relational-graph-convolutional-network inductive-learning transductive-learning homophily heterophily graph-isomorphism Weisfeiler-Lehman-test subgraph-isomorphism graph-matching network-alignment network-embedding node-embedding edge-embedding graph-classification node-classification link-prediction graph-generation graph-synthesis molecular-generation de-novo-design inverse-design retrosynthesis reaction-prediction property-prediction quantitative-structure-activity-relationship QSAR quantitative-structure-property-relationship QSPR molecular-descriptor fingerprint Morgan-fingerprint extended-connectivity-fingerprint circular-fingerprint atom-pair-fingerprint topological-torsion-fingerprint pharmacophore shape-similarity electrostatic-similarity docking scoring-function binding-affinity-prediction protein-ligand-interaction protein-protein-interaction protein-structure-prediction AlphaFold protein-folding contact-prediction distance-prediction angle-prediction torsion-prediction secondary-structure-prediction tertiary-structure-prediction quaternary-structure-prediction protein-design protein-engineering directed-evolution rational-design computational-design de-novo-protein-design enzyme-design catalytic-antibody ribozyme aptamer DNAzyme synthetic-biology genetic-circuit metabolic-engineering metabolic-flux-analysis flux-balance-analysis genome-scale-metabolic-model dynamic-metabolic-model kinetic-modeling stoichiometric-modeling constraint-based-modeling optimization linear-programming mixed-integer-linear-programming quadratic-programming nonlinear-programming dynamic-programming stochastic-programming robust-optimization multi-objective-optimization Pareto-optimality evolutionary-algorithm genetic-algorithm genetic-programming differential-evolution particle-swarm-optimization ant-colony-optimization simulated-annealing tabu-search variable-neighborhood-search iterated-local-search greedy-randomized-adaptive-search scatter-search path-relinking memetic-algorithm hyper-heuristic metaheuristic local-search neighborhood-search hill-climbing random-walk randomized-search Monte-Carlo-tree-search upper-confidence-bound Thompson-sampling multi-armed-bandit contextual-bandit reinforcement-learning policy-gradient actor-critic Q-learning deep-Q-network policy-iteration value-iteration temporal-difference-learning SARSA expected-SARSA double-Q-learning dueling-Q-network prioritized-experience-replay distributed-reinforcement-learning impala A3C asynchronous-advantage-actor-critic PPO proximal-policy-optimization TRPO trust-region-policy-optimization DDPG deep-deterministic-policy-gradient TD3 twin-delayed-deep-deterministic-policy-gradient SAC soft-actor-critic model-based-reinforcement-learning model-predictive-control guided-policy-search imitation-learning inverse-reinforcement-learning apprenticeship-learning behavior-cloning dataset-aggregation DAgger generative-adversarial-imitation-learning third-person-imitation-learning one-shot-imitation-learning meta-reinforcement-learning hierarchical-reinforcement-learning option skill subgoal intrinsic-motivation curiosity-driven-exploration empowerment information-gain prediction-error novelty-seeking diversity-seeking multi-agent-reinforcement-learning mean-field fictitious-play correlated-equilibrium Nash-equilibrium game-theory mechanism-design auction-theory incentive-design social-choice-theory voting-theory fair-division matching-theory market-design algorithmic-game-theory computational-social-choice computational-complexity NP-completeness NP-hardness approximation-algorithm approximation-ratio inapproximability fixed-parameter-tractability parameterized-complexity kernelization treewidth graph-minor forbidden-minor-characterization well-quasi-ordering Robertson-Seymour-theorem graph-structure-theorem bidimensionality-theory meta-theorem Courcelle's-theorem automata-theory finite-automaton pushdown-automaton Turing-machine computability decidability halting-problem Rice's-theorem Gödel's-incompleteness-theorems lambda-calculus combinatory-logic type-theory proof-theory model-theory set-theory forcing large-cardinal axiom-of-choice continuum-hypothesis independence-result consistency-strength reverse-mathematics constructive-mathematics intuitionistic-logic modal-logic temporal-logic epistemic-logic deontic-logic description-logic ontology knowledge-representation semantic-web linked-data RDF SPARQL OWL knowledge-graph entity-linking relation-extraction event-extraction coreference-resolution named-entity-recognition part-of-speech-tagging dependency-parsing constituency-parsing semantic-parsing natural-language-inference textual-entailment natural-language-generation machine-translation summarization question-answering dialogue-system conversational-AI chatbot virtual-assistant speech-recognition speech-synthesis speaker-recognition emotion-recognition sentiment-analysis opinion-mining aspect-based-sentiment-analysis target-dependent-sentiment-analysis stance-detection rumor-detection fake-news-detection fact-checking claim-verification evidence-retrieval argument-mining persuasion-detection deception-detection personality-prediction mental-health-detection suicide-prevention crisis-intervention social-media-mining network-analysis community-detection influence-maximization information-diffusion cascade-modeling epidemic-modeling SEIR-model SIR-model agent-based-epidemic-model compartmental-model network-epidemic-model metapopulation-epidemic-model spatial-epidemic-model stochastic-epidemic-model branching-process renewal-equation generation-interval serial-interval incubation-period latent-period infectious-period basic-reproduction-number effective-reproduction-number herd-immunity-threshold vaccination-coverage vaccine-efficacy vaccine-effectiveness breakthrough-infection waning-immunity immune-escape variant-of-concern variant-of-interest variant-under-monitoring phylogenetic-analysis molecular-clock-analysis phylodynamics viral-evolution antigenic-drift antigenic-shift zoonotic-spillover reservoir-host intermediate-host amplifying-host dead-end-host vector-borne-disease mosquito-borne-disease tick-borne-disease flea-borne-disease lice-borne-disease midge-borne-disease sandfly-borne-disease tsetse-borne-disease blackfly-borne-disease triatomine-borne-disease kissing-bug Chagas-disease trypanosomiasis leishmaniasis malaria dengue yellow-fever Zika-virus chikungunya West-Nile-virus Japanese-encephalitis tick-borne-encephalitis Lyme-disease Rocky-Mountain-spotted-fever ehlichiosis anaplasmosis babesiosis tularemia plague murine-typhus epidemic-typhus endemic-typhus scrub-typhus Q-fever trench-fever bartonellosis cat-scratch-disease rat-bite-fever leptospirosis brucellosis anthrax melioidosis glanders tularaemia francisellosis coxiellosis rickettsiosis orientia-infection ehrlichiosis neoehrlichiosis neorickettsiosis anaplasmataceae rickettsiaceae coxiellaceae bartonellaceae brucellaceae francisellaceae pasteurellaceae legionellaceae chlamydiaceae mycoplasmataceae ureaplasmataceae spiroplasmataceae achaenoplasmataceae entomoplasmataceae haloplasmataceae tenericutes mollicutes bacteroidetes fusobacteria spirochaetes synergistetes deferribacteres thermotogae aquificae caldiserica caldithrix deferrisoma desulfurobacterium thermovibrio thermocrinis hydrogenobacter sulfurihydrogenibium persephonella hydrogenobaculum hydrothermus thermothrix sulfuricurvum sulfurimonas sulfurovum thiovulum thiomicrospira pseudomonas vibrio aeromonas photobacterium aliivibrio gracilibacillus halobacillus halomonas chromohalobacter cobetia salinicola kushneria halotalea halovibrio salinivibrio thioalkalivibrio thiohalophilus ectothiorhodospira halorhodospira thiorhodospira halochromatium thioflavicoccus marichromatium thiocapsa lamprocystis thiodictyon thiopedia amoebobacter thiocystis chromatium allo-chromatium thermochromatium rhabdochromatium thiobaca thiohalocapsa halocapsa thiolamprovum thioploca thiomargarita beggiatoa methylococcus methylomonas methylomicrobium methylosinus methylocystis methylocella methylocapsa methylacidiphilum verrucomicrobia planctomycetes chlamydiae lentisphaerae kiritimatiellaeota calditrichaeota fervidibacteria

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