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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 knowledge-integration knowledge-co-production boundary-work science-policy-interface evidence-based-policy policy-relevant-research research-impact societal-impact transformational-change system-change paradigm-shift new-normal Anthropocene Great-Acceleration planetary-boundaries safe-operating-space Doughnut-Economics circular-economy regenerative-agriculture agroforestry permaculture biodynamic-agriculture nature-farming ecological-agriculture organic-agriculture low-input-agriculture conservation-agriculture sustainable-food-systems healthy-diets sustainable-consumption-and-production Sustainable-Development-Goals Agenda-2030 Paris-Agreement Convention-on-Biological-Diversity IPBES IPCC FAO WHO UNEP UNDP World-Bank CGIAR national-agricultural-research-systems universities museums herbaria botanical-gardens zoos aquaria arboreta seed-banks gene-banks culture-collections microbial-resource-centers biorepositories cryobanks digital-repositories data-banks knowledge-banks information-systems databases portals networks partnerships alliances coalitions movements campaigns advocacy activism public-awareness education-for-sustainable-development lifelong-learning capacity-building professional-development training mentoring coaching leadership management entrepreneurship innovation creativity critical-thinking problem-solving communication teamwork interdisciplinary multidisciplinary transdisciplinary cross-sectoral multi-stakeholder inclusive participatory bottom-up top-down hybrid adaptive agile resilient robust flexible responsive anticipatory transformative empowering enabling supportive facilitating mediating brokering translating synthesizing integrating harmonizing balancing negotiating conflict-resolution peace-building trust-building relationship-building network-building community-building institution-building capacity-strengthening system-strengthening governance-improvement policy-reform legal-reform regulatory-reform incentive-reform market-reform financial-reform investment-reform innovation-reform education-reform research-reform extension-reform advisory-reform service-reform infrastructure-development technology-development product-development process-development business-development market-development value-chain-development sector-development territorial-development rural-development urban-development regional-development national-development international-development global-development sustainable-development human-development social-development economic-development environmental-development cultural-development political-development institutional-development organizational-development personal-development career-development leadership-development network-development partnership-development alliance-development coalition-development movement-development campaign-development advocacy-development awareness-raising education-and-training information-and-communication knowledge-management learning-and-innovation 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adjudication litigation legislation regulation implementation enforcement compliance reporting verification certification accreditation standardization harmonization integration coordination coherence consistency compatibility complementarity synergy alignment fit match balance trade-off optimization maximization minimization satisfaction sufficiency effectiveness efficacy performance productivity profitability viability feasibility desirability acceptability legitimacy credibility reliability quality excellence distinction recognition reputation prestige influence impact legacy heritage tradition culture identity belonging attachment commitment engagement participation involvement ownership empowerment autonomy agency capacity capability competence skill expertise knowledge wisdom insight understanding awareness consciousness mindfulness attention focus concentration intention purpose meaning significance worth merit virtue goodness beauty truth good right just fair equitable sustainable innovative creative critical reflective responsible accountable transparent ethical integral holistic systemic dynamic complex uncertain ambiguous diverse plural collaborative cooperative competitive conflicting consensual deliberative dialogical democratic autocratic hierarchical networked decentralized distributed localized globalized standardized harmonized integrated coordinated aligned balanced optimized satisficing sufficient efficient effective efficacious performant productive profitable viable feasible desirable acceptable legitimate credible reliable valid high-quality excellent distinctive recognized reputable prestigious influential impactful enduring meaningful significant valuable worthy meritorious virtuous beautiful true moral legal authorized approved sanctioned endorsed supported funded resourced staffed equipped enabled empowered capacitated skilled trained educated informed aware conscious mindful attentive focused intentional purposeful
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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