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Amblyomma
Bont Ticks
Amblyomma is the third largest genus of hard ticks (Ixodidae), comprising medium to large, often ornamented species. The genus is the sole member of the subfamily Amblyomminae and exhibits its highest species diversity in the Americas, where half of all species occur. Many Amblyomma species are medically significant as vectors of human and animal pathogens, including Rocky Mountain spotted fever, ehrlichiosis, anaplasmosis, and the agent of alpha-gal syndrome. The genus likely originated between South America and Antarctica approximately 48 million years ago, with subsequent diversification and dispersal into Australian and South American Gondwana.
hard-tick vector disease-vector alpha-gal-syndrome ehrlichiosis Rocky-Mountain-spotted-fever climate-change range-expansion
Amblyomma americanum
Lone Star Tick, Northeastern Water Tick, Turkey Tick, Cricker Tick
Amblyomma americanum is a three-host hard tick native to eastern North America, notable for its aggressive host-seeking behavior and expanding geographic range. Adult females are distinguished by a silvery-white star-shaped spot on the scutum, while males display white streaks or spots at the shield margins. The species is the primary vector of Ehrlichia chaffeensis and Ehrlichia ewingii, and its bite can induce alpha-gal syndrome—a delayed allergic reaction to mammalian meat. Unlike many ticks, A. americanum exhibits active horizontal movement rather than passive questing, traveling up to 9 meters in 24 hours in field conditions.
vector disease-vector alpha-gal-syndrome ehrlichiosis range-expansion three-host-tick aggressive-biter climate-change-indicator public-health veterinary-pest deer-associated active-hunter invasive-understory-associate
Ixodes affinis
Ixodes affinis is a hard-bodied tick species distributed across the southeastern United States, Mexico, Central America, and South America. Unlike its congener Ixodes scapularis, this species does not bite humans but serves as a competent vector for Borrelia burgdorferi sensu stricto, the causative agent of Lyme disease. Immature stages feed on birds and small mammals, while adults parasitize larger mammals including deer and dogs. Its expanding range into southeastern Virginia and association with migratory birds has raised concerns about its role in pathogen dispersal.
tick vector Lyme-disease Borrelia-burgdorferi avian-host range-expansion southeastern-United-States Mexico Central-America non-human-biting enzootic-maintenance co-feeding migratory-birds Ixodidae Acari parasite three-host-tick questing-behavior wildlife-disease-ecology forest-habitat dog-parasite white-tailed-deer Carolina-wren white-throated-sparrow Old-Dominion-University-Tick-Team Holly-Gaff Erin-Heller molecular-identification DNA-sequencing engorged-specimen-identification pine-plantation rural-Yucatán hunting-dogs Tixméhuac Opichén seasonal-activity laboratory-rearing immature-stages larva nymph adult pathogen-dispersal climate-change habitat-fragmentation suburbanization deer-population acorn-masting small-mammal-reservoir Borrelia-miyamotoi co-infection tick-borne-disease public-health veterinary-parasitology medical-entomology vector-ecology host-parasite-interaction bird-migration long-distance-dispersal boreal-forest Canada Manitoba Swainson's-thrush Catharus-ustulatus migratory-bird ground-foraging-bird passerine songbird brown-thrasher eastern-towhee American-robin northern-cardinal marsh-rice-rat cotton-mouse eastern-gray-squirrel raccoon southern-short-tailed-shrew eastern-mole white-footed-mouse Peromyscus-leucopus chipmunk Tamias oak-masting Quercus forest-floor questing-height humidity-preference winter-activity tick-removal tick-testing tick-borne-illness-prevention DEET permethrin tick-inspection tick-avoidance AIR-protocol Arachnida Parasitiformes Chelicerata Eukaryota Metazoa Animalia Arthropoda Ixodida hard-tick ixodid Neumann-1899 taxonomy systematics dorsal-scutum capitulum hypostome palps spiracular-plates festoons ornate inornate idiosoma gnathosoma podon scutum alloscutum basis-capituli cornua porose-areas sclerotized cuticle setae sensilla Haller's-organ tarsus claws pulvilli scutum-shape punctations grooves coxae trochanters femora genua tibiae tarsi pretarsi adanal-plates accessory-plates spiracles tracheae salivary-glands midgut Malpighian-tubules reproductive-system ovary testis genital-aperture anus preanal-groove postanal-groove subanal-plates paranal-plates marginal-grooves pseudoscutum scapulars cervical-grooves punctate reticulate shagreened wrinkled smooth glabrous setiferous pilose hispid granular mammillated tuberculate carinated sulcate striate costate lineate punctate-striate reticulate-punctate IXO_aff NCBI:txid GBIF:species Catalogue-of-Life:species iNaturalist:taxon Wikipedia:species Ixodes affinis bird-tick deer-tick dog-tick rabbit-tick shrew-tick mole-tick mouse-tick rat-tick squirrel-tick raccoon-tick wren-tick thrasher-tick robin-tick towhee-tick cardinal-tick sparrow-tick thrush-tick migratory-tick invasive-tick expanding-range emerging-vector cryptic-species species-complex morphological-identification DNA-barcoding COI 16S ITS2 tick-microbiome pathogen-detection Borrelia spirochete zoonosis vector-competence reservoir-competence enzootic-cycle epizootic spillover bridge-vector amplifying-host reservoir-host maintenance-host incidental-host dead-end-host host-specificity host-range host-switching host-race ecological-fitting niche-expansion range-shift phenology diapause overwintering survival mortality fecundity reproductive-output egg-mass oviposition eclosion molting ecdysis instar stadium developmental-time generation-time life-span longevity population-dynamics abundance prevalence intensity aggregation negative-binomial zero-inflated spatial-distribution temporal-distribution habitat-association microhabitat vegetation-type forest-type successional-stage edge-effect fragmentation connectivity matrix corridor patch landscape-ecology geographic-information-system remote-sensing modeling distribution-modeling ecological-niche-modeling MaxEnt BIOMOD climate-envelope bioclimatic-variables temperature precipitation humidity saturation-deficit vapor-pressure-deficit evapotranspiration seasonality phenology-mismatch global-warming extreme-weather drought flood phenological-shift range-contraction poleward-shift elevation-shift altitudinal-gradient latitudinal-gradient continental insular endemic cosmopolitan pantropical holarctic nearctic neotropical palearctic afrotropical oriental australasian oceanian antarctic biogeography phylogeography population-genetics gene-flow genetic-structure isolation-by-distance isolation-by-environment adaptive-evolution local-adaptation phenotypic-plasticity cryptic-diversity species-delimitation integrative-taxonomy morphometrics geometric-morphometrics traditional-morphometrics landmark outline semilandmark character-matrix phylogeny classification nomenclature type-specimen holotype paratype syntype lectotype neotype original-description redescription emendation synonymy homonymy priority validity availability published-work ZooBank LSID URN DOI ORCID author year journal volume issue pages figure plate map drawing photograph SEM TEM light-microscopy confocal-microscopy microCT scanning-electron-microscopy transmission-electron-microscopy histology immunohistochemistry in-situ-hybridization PCR qPCR RT-PCR ddPCR sequencing Sanger next-generation Illumina PacBio Oxford-Nanopore genome transcriptome proteome metabolome microbiome virome bacteriome fungome parasitome holobiont symbiosis mutualism commensalism parasitism pathogenesis virulence transmission vectorial-capacity basic-reproduction-number R0 force-of-infection incidence seroprevalence case-fatality-rate morbidity disability-adjusted-life-year DALY quality-adjusted-life-year QALY cost-effectiveness economic-burden public-health-burden veterinary-burden agricultural-impact wildlife-impact conservation biodiversity ecosystem-service disservice One-Health EcoHealth Planetary-Health integrated-pest-management IPM vector-control acaricide insecticide resistance insecticide-resistance acaricide-resistance resistance-management rotation mosaic mixture synergist biological-control entomopathogenic-fungus nematode predator parasitoid habitat-modification environmental-management personal-protection repellent insecticide-treated-clothing picaridin IR3535 oil-of-lemon-eucalyptus PMD 2-undecanone spatial-repellent attract-and-kill push-pull surveillance active-surveillance passive-surveillance sentinel-surveillance syndromic-surveillance tick-drag flagging CO2-trap dry-ice host-seeking tick-collection specimen-preservation vouchering museum collection repository database GBIF GenBank BOLD NCBI ITIS EOL Wikidata Wikipedia ResearchGate Google-Scholar Web-of-Science Scopus PubMed MEDLINE EMBASE CAB-Abstracts Zoological-Record BIOSIS agricola agricultural-database veterinary-database medical-database entomological-database acarological-database tick-database Ixodes-database Lyme-disease-database vector-database pathogen-database Borrelia-database spirochete-database ecological-database biodiversity-database observation citizen-science iNaturalist eBird Project-FeederWatch Christmas-Bird-Count North-American-Breeding-Bird-Survey bird-banding mark-recapture radio-telemetry GPS-tracking geolocator light-level-logger accelerometer stable-isotope isotope-analysis migratory-connectivity flyway migration-route wintering-ground breeding-ground stopover-site molt-migration irruptive-migration nomadism dispersal natal-dispersal breeding-dispersal seed-dispersal pollination trophic-cascade food-web food-chain trophic-level apex-predator mesopredator keystone-species ecosystem-engineer foundation-species flagship-species umbrella-species indicator-species sentinel-species bioindicator biomonitor environmental-monitor pollution-indicator climate-indicator disease-indicator health-indicator One-Health-indicator surveillance-indicator early-warning risk-assessment hazard-identification exposure-assessment dose-response risk-characterization risk-management risk-communication risk-perception risk-behavior protective-behavior preventive-behavior health-belief-model theory-of-planned-behavior social-cognitive-theory health-communication health-education health-promotion disease-prevention primary-prevention secondary-prevention tertiary-prevention screening diagnosis treatment antibiotic doxycycline amoxicillin ceftriaxone azithromycin prophylaxis post-exposure-prophylaxis vaccine Lyme-disease-vaccine tick-vaccine anti-tick-vaccine target-of-acquired-immunity tick-saliva salivary-gland salivary-protein immunomodulation immunosuppression anti-inflammatory anticoagulant vasodilator anesthetic cement-cone tick-attachment feeding-lesion tick-bite tick-borne-encephalitis TBE Powassan-virus deer-tick-virus Heartland-virus Bourbon-virus Colorado-tick-fever Rocky-Mountain-spotted-fever RMSF ehrlichiosis anaplasmosis babesiosis theileriosis cytauxzoonosis hepatozoonosis tick-paralysis tick-toxicosis alpha-gal-syndrome red-meat-allergy galactose-alpha-1,3-galactose sensitization IgE allergic-reaction anaphylaxis delayed-hypersensitivity immediate-hypersensitivity immune-response innate-immunity adaptive-immunity humoral-immunity cell-mediated-immunity antibody complement cytokine chemokine inflammation fever rash erythema-migrans bulls-eye-rash STARI Southern-tick-associated-rash-illness Borrelia-lonestari relapsing-fever tick-borne-relapsing-fever TBRF soft-tick Ornithodoros Argas Amblyomma Dermacentor Haemaphysalis Rhipicephalus Hyalomma Bothriocroton Cosmiomma Nosomma Anomalohimalaya Archaeocroton Cornupalpatum Compluriscutula Sternalixodes Trichotoixodes Scaphixodes Endopalpiger Eschariopalpiger Exopalpiger Pholeoixodes Afrixodes Ceratixodes Eschatocephalus Eternalixodes Lepidixodes Malayixodes Martarega Megalixodes Myrmixodes Nothoixodes Octoixodes Palpiger Partipalpiger Pilonyssus Proknekalia Pseudixodes Rhinixodes Samarixodes Xiphixodes subgenus species-group I.-ricinus-complex I.-persulcatus-complex I.-scapularis-complex I.-pacificus-complex I.-affinis-group I.-cookei-group I.-marxi-group I.-angustus-group I.-soricis-group I.-uriae-group I.-holocyclus-group I.-ceylonensis-group I.-granulatus-group I.-ovatus-group I.-nipponensis-group I.-persulcatus-group I.-pavlovskyi-group I.-ricinus-group I.-scapularis-group I.-pacificus-group I.-affinis I.-auritulus I.-australiensis I.-boliviensis I.-brunneus I.-cookei I.-cooleyi I.-cornuae I.-cornuatus I.-crenulatus I.-dammini I.-dawsoni I.-dentatus I.-diomedeae I.-domerguei I.-eadsi I.-eastoni I.-eldaricus I.-elongatus I.-eudyptidis I.-euplectropi I.-evansi I.-fecialis I.-festai I.-frontalis I.-galapagoensis I.-ghilarovi I.-gibbosus I.-granulatus I.-gregsoni I.-hearlei I.-hexagonus I.-hirsti I.-holocyclus I.-hoogstraali I.-howelli I.-hyatti I.-jacksoni I.-jellisoni I.-kashmiricus I.-kazakstani I.-kingi I.-kohlsi I.-kopsteini I.-kuntzi I.-laguri I.-latus I.-layingensis I.-lewisi I.-lividus I.-longiscutatus I.-loricatus I.-luciae I.-malayensis I.-marxi I.-maslovi I.-matopi I.-minor I.-monospinosus I.-moreli I.-moschiferi I.-muris I.-murreleti I.-myospalacis I.-nchisiensis I.-necromys I.-neitzi I.-nipponensis I.-nuttalli I.-ochotonae I.-okapiae I.-oldi I.-ornithorhynchi I.-ovatus I.-pacificus I.-pararicinus I.-pavlovskyi I.-percavatus I.-peromysci I.-persulcatus I.-pomerantzi I.-pterodromae I.-quadratus I.-raccoonis I.-rageaui I.-randrianasoloi I.-rasus I.-redikorzevi I.-ricinus I.-rothschildi I.-rotundatus I.-rubicundus I.-rugicollis I.-rugosus I.-sapeloensis I.-sarsi I.-scapularis I.-schillingsi I.-sculptus I.-semenovi I.-soricis I.-spinae I.-steini I.-stilesi I.-stromi I.-subterranus I.-tancitarius I.-tanuki I.-tapirus I.-tasmani I.-taylori I.-tertiarius I.-texanus I.-theilerae I.-thomasae I.-tovari I.-transvaalensis I.-trianguliceps I.-trichosuri I.-turdus I.-uriae I.-vandenbergi I.-vanidicus I.-ventalloi I.-vespertilionis I.-victoriensis I.-walkerae I.-werneri I.-woodi I.-zaglossi I.-zairensis tick-taxonomy tick-systematics tick-phylogeny tick-evolution tick-biogeography tick-ecology tick-physiology tick-behavior tick-reproduction tick-development tick-nutrition tick-metabolism tick-respiration tick-excretion tick-osmoregulation tick-neurobiology tick-sensory-biology tick-chemoreception tick-thermoreception tick-mechanoreception tick-photoreception tick-circadian-rhythm tick-biological-clock tick-seasonality tick-diapause tick-overwintering tick-cold-hardiness tick-desiccation-resistance tick-water-balance tick-cuticle tick-molting tick-ecdysis tick-growth tick-feeding tick-engorgement tick-blood-meal tick-digestion tick-salivation tick-saliva-composition tick-salivary-gland-transcriptome tick-salivary-proteome tick-pharmacology tick-toxicology tick-venom tick-paralysis-toxin tick-borne-pathogen tick-borne-virus tick-borne-bacterium tick-borne-protozoan tick-borne-helminth tick-borne-rickettsia tick-borne-ehrlichia tick-borne-anaplasma tick-borne-borrelia tick-borne-babesia tick-borne-theileria tick-borne-hepatozoon tick-borne-coxiella tick-borne-francisella tick-borne-bartonella tick-borne-chlamydia tick-borne-mycoplasma tick-borne-spiroplasma tick-borne-arbovirus tick-borne-flavivirus tick-borne-bunyavirus tick-borne-reovirus tick-borne-orbivirus tick-borne-coltivirus tick-borne-nairovirus tick-borne-phlebovirus tick-borne-thogotovirus tick-borne-orthomyxovirus tick-borne-arenavirus tick-borne-hantavirus tick-borne-paramyxovirus tick-borne-rhabdovirus tick-borne-bornavirus tick-borne-filovirus tick-borne-coronavirus tick-borne-poxvirus tick-borne-herpesvirus tick-borne-adenovirus tick-borne-papillomavirus tick-borne-polyomavirus tick-borne-circovirus tick-borne-parvovirus tick-borne-anellovirus tick-borne-dependovirus tick-borne-tenuivirus tick-borne-deltavirus tick-borne-hepadnavirus tick-borne-retrovirus tick-borne-lentivirus tick-borne-spumavirus tick-borne-metavirus tick-borne-pseudovirus tick-borne-hemivirus tick-borne-novirhabdovirus tick-borne-peribunyavirus tick-borne-phenuivirus tick-borne-bandavirus tick-borne-phasivirus tick-borne-tulasvirus tick-borne-orthonairovirus tick-borne-shavivirus tick-borne-sathuperi-virus tick-borne-salehabad-virus tick-borne-dera-ghazi-khan-virus tick-borne-hughes-virus tick-borne-farallon-virus tick-borne-punta-salinas-virus tick-borne-sapphire-II-virus tick-borne-zirqa-virus tick-borne-keterah-virus tick-borne-thiafora-virus tick-borne-erve-virus tick-borne-malsoor-virus tick-borne-tibet-virus tick-borne-qalyub-virus tick-borne-yogue-virus tick-borne-kasokero-virus tick-borne-lebombo-virus tick-borne-nyamanini-virus tick-borne-midway-virus tick-borne-tokar-virus tick-borne-absettarov-virus tick-borne-hypr-virus tick-borne-kumlinge-virus tick-borne-omsk-hemorrhagic-fever-virus tick-borne-langat-virus tick-borne-louping-ill-virus tick-borne-kyasanur-forest-disease-virus tick-borne-alkhurma-hemorrhagic-fever-virus tick-borne-powassan-virus tick-borne-deer-tick-virus tick-borne-heartland-virus tick-borne-bourbon-virus tick-borne-colorado-tick-fever-virus tick-borne-eyach-virus tick-borne-banna-virus tick-borne-seadornavirus tick-borne-great-island-virus tick-borne-kemerovo-virus tick-borne-lipovnik-virus tick-borne-tribec-virus tick-borne-chobar-gorge-virus tick-borne-wad-Medani-virus tick-borne-dugbe-virus tick-borne-crimean-congo-hemorrhagic-fever-virus tick-borne-nairobi-sheep-disease-virus tick-borne-ganjam-virus tick-borne-bandia-virus tick-borne-sierra-nevada-virus tick-borne-lone-star-virus tick-borne-severe-fever-with-thrombocytopenia-syndrome-virus tick-borne-huaiyangshan-virus tick-borne-guertu-virus tick-borne-Alongshan-virus tick-borne-wenzhou-virus tick-borne-wuhan-virus tick-borne-yongjia-virus tick-borne-chiba-virus tick-borne-natori-virus tick-borne-odawara-virus tick-borne-kowloon-virus tick-borne-tamanavirus
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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