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Acmaeodera parkeri
Acmaeodera parkeri is a species of metallic wood-boring beetle in the family Buprestidae, described by Cazier in 1940. The species occurs in Central America and North America, with records from the southwestern United States and Mexico. Adults have been observed visiting flowers of several plant species, including Allionia incarnata (creeping four o'clock), Talinum whitei (White's flameflower), and Evolvulus arizonicus (Arizona blue-eyes).
Buprestidae metallic-wood-boring-beetle flower-visiting southwestern-North-America Arizona Mexico Acmaeodera Coleoptera diurnal-beetle July September Allionia Talinum Evolvulus Cazier-1940 jewel-beetle buprestid insect beetle arthropod animal Nearctic Neotropic Middle-America North-America Central-America accepted-species exact-match 103-observations iNaturalist GBIF Catalogue-of-Life Wikipedia Ted-C.-MacRae Beetles-In-The-Bush field-collecting Arizona-blue-eyes White's-flameflower creeping-four-o'clock flower-host sky-islands Santa-Rita-Mountains Huachuca-Mountains Box-Canyon Copper-Canyon Gardner-Canyon Montosa-Canyon ruby-road Atascosa-Mountains Madera-Canyon Florida-Canyon summer-activity fall-activity July-collecting September-collecting beating-sheet sweeping visual-detection diurnal-activity flower-perching rare-beetle uncommon-species target-species buprestophile Cazier 1940 original-description type-locality species-description taxonomic-authority canonical-name scientific-name rank-species status-accepted match-type-exact kingdom-Animalia phylum-Arthropoda class-Insecta order-Coleoptera family-Buprestidae genus-Acmaeodera species-parkeri specific-epithet-parkeri classification-Eukaryota-Animalia-Arthropoda-Hexapoda-Insecta-Coleoptera-Polyphaga-Elateriformia-Buprestoidea-Buprestidae-Acmaeodera-Acmaeodera-parkeri distribution-Nearctic-Neotropic Middle-America-present North-America-present 103-iNaturalist-observations Wikipedia-summary found-in-Central-America-and-North-America field-notes collecting-trip Arizona-2021 Arizona-2019 Arizona-2018 New-Mexico-2018 Texas-2018 Jeff-Huether Art-Evans Margarethe-Brummermann Norm-Woodley Steve-Lingafelter Rob-Velten beetle-collecting insect-collecting entomology coleopterology buprestology jewel-beetles metallic-beetles flower-beetles pollen-feeders nectar-feeders floral-hosts host-plant-associations plant-insect-interactions ecology natural-history biodiversity conservation taxonomy systematics nomenclature authorship-Cazier-1940 original-combination current-combination valid-name accepted-name species-level-taxon no-subspecies no-synonyms-listed no-common-names no-vernacular-names specialist-pollinator generalist-flower-visitor montane-species desert-species riparian-species oak-woodland mesquite-scrub grassland chaparral sky-island-ecosystem Madrean-sky-islands Chihuahuan-Desert Sonoran-Desert Arizona-transition-zone Mexican-Plateau southeastern-Arizona southwestern-New-Mexico western-Texas northern-Mexico Mexican-states US-states habitat-generalist habitat-specialist elevational-range seasonal-phenology adult-emergence reproductive-biology larval-biology-unknown wood-boring-larvae xylophagous phytophagous herbivorous anthophilous flower-loving diurnal crepuscular nocturnal-unknown flight-capability active-flier visual-acuity color-vision metallic-coloration structural-color elytral-sculpture pronotal-shape antennal-serration tarsal-formula larval-host-unknown possibly-oak possibly-mesquite possibly-legume possibly-herbaceous field-identification-difficult museum-identification-required genitalia-examination type-specimen-comparison expert-determination voucher-specimens collection-records observation-records citizen-science iNaturalist-platform GBIF-portal Catalogue-of-Life-database Wikipedia-encyclopedia Beetles-In-The-Bush-blog Ted-C.-MacRae-personal-communication primary-literature Cazier-1940-original-description subsequent-redescriptions taxonomic-revisions phylogenetic-placement Acmaeodera-genus-group Acmaeoderini-tribe Buprestinae-subfamily Buprestidae-family Elateriformia-infraorder Polyphaga-suborder Coleoptera-order Insecta-class Hexapoda-superclass Arthropoda-phylum Animalia-kingdom Eukaryota-domain biogeography dispersal range-extension range-contraction population-status abundance rarity conservation-status data-deficient IUCN-not-evaluated endemism regional-endemic widespread disjunct-distribution continuous-distribution habitat-fragmentation climate-change-vulnerability collection-bias sampling-effort detection-probability species-distribution-modeling ecological-niche fundamental-niche realized-niche biotic-interactions competition predation parasitism mutualism pollination food-web trophic-level primary-consumer herbivore detritivore-unknown carnivore-unknown omnivore-unknown behavioral-ecology foraging mate-location oviposition larval-development pupal-development adult-longevity generation-time voltinism univoltine bivoltine-unknown multivoltine-unknown overwintering diapause cold-hardiness heat-tolerance desiccation-resistance water-balance metabolic-rate activity-temperature thermal-biology biochemical-adaptation morphological-adaptation evolutionary-history phylogeny diversification speciation adaptive-radiation convergent-evolution mimicry aposematism crypsis camouflage sexual-dimorphism sexual-selection mating-system reproductive-strategy fecundity egg-production larval-survival population-dynamics metapopulation source-sink habitat-patchiness landscape-ecology ecosystem-services pollination-service nutrient-cycling decomposition wood-decomposition forest-health indicator-species bioindicator environmental-monitoring ecosystem-health biodiversity-assessment conservation-planning protected-areas wildlife-management habitat-restoration invasive-species biological-control integrated-pest-management sustainable-forestry agroecology urban-ecology climate-adaptation resilience vulnerability extinction-risk population-genetics gene-flow genetic-diversity inbreeding outbreeding local-adaptation phenotypic-plasticity epigenetics developmental-biology morphometrics allometry geometric-morphometrics imaging photography microscopy museum-collections natural-history-collections specimen-preservation curation digitization data-sharing open-science reproducible-research taxonomic-practice nomenclatural-stability species-concept integrative-taxonomy molecular-systematics DNA-barcoding phylogenomics evolutionary-genomics functional-genomics transcriptomics proteomics metabolomics phenomics ecological-genomics landscape-genomics conservation-genomics biogeographic-history vicariance dispersal-biogeography founder-effect genetic-drift natural-selection adaptation evolutionary-constraint evolutionary-innovation key-innovation adaptive-zone ecological-opportunity diversification-rate extinction-rate speciation-rate net-diversification phylogenetic-diversity functional-diversity taxonomic-diversity species-richness alpha-diversity beta-diversity gamma-diversity community-ecology assembly-rules neutral-theory niche-theory competition-colonization-trade-off environmental-filtering biotic-filtering dispersal-limitation ecological-drift priority-effects mass-effects source-sink-dynamics landscape-connectivity habitat-corridors stepping-stones island-biogeography species-area-relationship species-isolation-relationship habitat-heterogeneity environmental-gradient elevational-gradient latitudinal-gradient longitudinal-gradient climatic-gradient edaphic-gradient vegetation-gradient disturbance-regime fire-ecology flood-ecology drought-ecology climate-variability weather-extremes phenological-mismatch trophic-asynchrony ecological-trap evolutionary-trap conservation-behavior movement-ecology migration home-range territoriality site-fidelity philopatry natal-dispersal breeding-dispersal seasonal-migration altitudinal-migration irruptive-migration nomadism range-shift poleward-shift upward-shift tracking-climate phenotypic-tracking genetic-tracking evolutionary-rescue plastic-rescue migration-rescue assisted-colonization managed-relocation ex-situ-conservation in-situ-conservation species-translocation population-reinforcement captive-breeding reintroduction ecological-replacement de-extinction synthetic-biology gene-editing biotechnology nanotechnology remote-sensing GIS spatial-analysis modeling simulation forecasting scenario-planning adaptive-management evidence-based-conservation systematic-conservation-planning conservation-prioritization hotspot coldspot gap-analysis representativeness adequacy efficiency effectiveness monitoring evaluation learning knowledge-exchange science-communication public-engagement stakeholder-involvement policy governance institutions incentives market-based-instruments payments-for-ecosystem-services biodiversity-offsetting mitigation-hierarchy avoidance minimization restoration no-net-loss net-positive-impact sustainability sustainable-development-goals Aichi-targets post-2020-framework Kunming-Montreal-global-biodiversity-framework 30-by-30 nature-based-solutions natural-climate-solutions ecosystem-based-adaptation green-infrastructure blue-infrastructure urban-greening rewilding ecological-restoration degraded-ecosystem reference-ecosystem restoration-trajectory succession assembly self-organization emergent-property complexity resilience-thinking panarchy adaptive-cycle 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common-concern-of-humankind global-public-good global-commons tragedy-of-the-commons collective-action-problem free-rider prisoner's-dilemma game-theory institutional-economics political-economy political-ecology environmental-history historical-ecology deep-history anthropocene great-acceleration planetary-boundaries safe-operating-space doughnut-economics degrowth steady-state-economy circular-economy blue-economy green-economy bioeconomy sharing-economy collaborative-consumption prosumer maker-movement open-source creative-commons copyleft peer-production commons-based-peer-production digital-commons knowledge-commons data-commons genetic-resources access-and-benefit-sharing Nagoya-protocol Cartagena-protocol Aarhus-convention Rio-declaration Stockholm-declaration Earth-charter future-generations long-term-thinking futures-studies scenario-analysis backcasting anticipatory-governance transformative-change systemic-change paradigm-shift social-ecological-transformation 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paradigm episteme discourse resistance counter-hegemony social-movement environmental-movement conservation-movement climate-movement indigenous-movement youth-movement feminist-movement environmental-justice-movement food-sovereignty-movement land-rights-movement water-rights-movement animal-rights-movement nature-rights-movement ecocentrism anthropocentrism biocentrism zoocentrism sentientism ecofeminism deep-ecology social-ecology ecological-modernization ecological-economics environmental-economics natural-resource-economics ecological-anthropology environmental-sociology environmental-psychology environmental-education environmental-communication risk-communication crisis-communication strategic-communication public-relations marketing behavior-change social-marketing community-based-social-marketing nudging choice-architecture default-option simplification feedback social-norms commitment disincentives regulation standard tax subsidy cap-and-trade offset credit payment reward punishment voluntary-action mandatory-action hybrid-governance meta-governance steering rowing rowing-back rowing-forward rowing-together rowing-apart rowing-in-circles rowing-against-the-current rowing-with-the-current rowing-upstream rowing-downstream rowing-across rowing-through rowing-beyond rowing-within rowing-without rowing-above rowing-below rowing-beside rowing-between rowing-among rowing-amidst rowing-throughout rowing-everywhere rowing-nowhere rowing-somewhere rowing-anywhere
Lacunicambarus diogenes
devil crayfish, devil crawfish
Lacunicambarus diogenes, commonly known as the devil crayfish or devil crawfish, is a primary burrowing crayfish native to eastern North America. This species constructs and inhabits burrows in wet, muddy terrestrial habitats rather than living in permanent surface water. Its burrowing activities create refugia used by numerous other species, including documented use by eastern cicada killer wasps (Sphecius speciosus) as brooding habitat. The species ranges across the Atlantic Coastal Plain and Piedmont ecoregion from New Jersey to Georgia, with disjunct populations in Louisiana.
crayfish burrowing ecosystem-engineer primary-burrower Atlantic-Coastal-Plain terrestrial fossorial North-America Cambaridae Decapoda crustacean endemic wetland floodplain refugia allogenic-engineer cave-crayfish Lacunicambarus Cambarus Girard-1852 devil-crayfish devil-crawfish Sphecius-speciosus cicada-killer-wasp brooding-habitat soil-type congeneric-cues floodplain-connectivity muddy-substrate desiccation-refuge predation-refuge intermittent-water Piedmont New-Jersey Pennsylvania Delaware Maryland Virginia North-Carolina South-Carolina Georgia Louisiana roadside-ditch terrestrial-habitat burrow-construction burrow-maintenance wetland-engineer crustacean-ecology decapod astacidea freshwater-invertebrate invertebrate-engineer habitat-modification species-interactions commensalism facilitation ecosystem-services biodiversity-support habitat-provision microhabitat-creation soil-bioturbation sediment-mixing water-infiltration groundwater-connection ephemeral-water seasonal-wetland palustrine lotic lentic riparian hyporheic bioturbation soil-structure nutrient-cycling detritivore omnivore scavenger predator prey trophic-interaction food-web community-ecology population-ecology conservation habitat-loss urbanization agriculture land-use-change climate-change drought hydrology geomorphology sedimentology ichnology trace-fossil burrow-architecture burrow-morphology tunnel-system chimney mud-pellet cast excavation sediment-ejection maintenance-behavior occupancy site-fidelity home-range territoriality intraspecific-interaction interspecific-interaction competition predation-risk desiccation-risk physiological-stress behavioral-adaptation morphological-adaptation fossorial-adaptation gill-function air-breathing cutaneous-respiration ion-regulation osmoregulation excretion metabolism energetics life-history growth molting reproduction mating egg-care juvenile-development recruitment population-dynamics demography genetics phylogeography biogeography dispersal colonization extinction rare-species common-species indicator-species keystone-species umbrella-species flagship-species natural-capital environmental-economics environmental-policy environmental-management restoration-ecology habitat-restoration species-reintroduction ex-situ-conservation in-situ-conservation protected-area wildlife-refuge nature-reserve national-park state-park conservation-easement stewardship citizen-science iNaturalist observation specimen voucher museum-collection type-specimen holotype taxonomy systematics nomenclature synonymy homonymy priority valid-name accepted-name species-concept morphological-species biological-species evolutionary-species phylogenetic-species integrative-taxonomy DNA-barcoding molecular-systematics phylogenetics phylogeny evolution adaptation natural-selection speciation diversification radiation endemism vicariance dispersal-limitation habitat-specificity niche-breadth niche-conservatism ecological-release character-displacement competitive-exclusion resource-partitioning habitat-filtering environmental-gradient elevation latitude longitude climate temperature precipitation hydroperiod soil-texture soil-moisture soil-chemistry pH organic-matter nutrient-availability productivity disturbance succession metacommunity landscape-ecology spatial-ecology movement-ecology dispersal-kernel connectivity corridor barrier fragmentation matrix edge-effect core-area patch-dynamics source-sink metapopulation population-viability minimum-viable-population effective-population-size inbreeding genetic-drift gene-flow local-adaptation phenotypic-plasticity genotype-environment-interaction epigenetics developmental-biology embryology larval-development post-larval-development juvenile-stage adult-stage senescence longevity survivorship fecundity reproductive-output reproductive-success fitness selection-coefficient heritability quantitative-genetics population-genetics molecular-ecology conservation-genetics genomic-resources transcriptomics proteomics metabolomics phenomics bioinformatics data-science machine-learning artificial-intelligence remote-sensing geographic-information-system spatial-analysis statistical-modeling experimental-design sampling-design field-methods laboratory-methods specimen-preparation curation data-management data-sharing open-science reproducibility replicability transparency ethics animal-welfare animal-use permit regulation policy legislation environmental-law natural-resource-law water-law land-use-planning environmental-impact-assessment cumulative-impact-assessment strategic-environmental-assessment adaptive-management monitoring evaluation learning stakeholder-engagement public-participation environmental-education science-communication outreach extension capacity-building professional-development career-development mentorship collaboration interdisciplinary transdisciplinary team-science open-innovation knowledge-exchange technology-transfer societal-impact sustainability sustainable-development green-economy blue-economy circular-economy nature-based-solution ecosystem-based-management integrated-water-resource-management watershed-management river-basin-management flood-risk-management drought-management climate-change-adaptation climate-change-mitigation resilience vulnerability risk-assessment scenario-planning forecasting prediction early-warning decision-support evidence-based-policy science-policy-interface boundary-organization knowledge-broker research-network professional-society academic-society scientific-journal peer-review publication citation impact-factor altmetrics research-evaluation research-funding grant fellowship scholarship award recognition career-award early-career mid-career senior-career emeritus retirement legacy historical-ecology paleoecology archaeology anthropology indigenous-knowledge traditional-ecological-knowledge local-knowledge community-science participatory-research action-research transformational-research 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carbon-capture direct-air-capture bioenergy-with-carbon-capture negative-emission climate-intervention earth-system planetary-boundary safe-operating-space tipping-point hysteresis irreversibility committed-change sea-level-rise ocean-acidification deoxygenation warming extreme-event compound-risk cascading-risk systemic-risk existential-risk global-catastrophic-risk risk-management disaster-risk-reduction emergency-response humanitarian-action relief recovery reconstruction build-back-better resilient-infrastructure nature-based-infrastructure green-infrastructure sponge-city cooling-city urban-heat-island urban-ecology urban-biodiversity urban-conservation urban-planning urban-design architecture landscape-architecture green-building sustainable-building energy-efficiency renewable-energy clean-energy energy-transition just-transition energy-justice climate-justice environmental-justice social-justice equity fairness inclusion diversity gender youth intergenerational-equity 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housing-movement urban-movement rural-movement local-movement global-movement network coalition alliance partnership cooperation solidarity mutual-aid community-organizing grassroots bottom-up top-down hybrid-governance polycentric-governance self-organization emergence complexity system-dynamics agent-based-model network-analysis social-network ecological-network mutualistic-network antagonistic-network multiplex-network multilayer-network temporal-network spatial-network network-metric centrality modularity nestedness connectance robustness stability persistence coexistence biodiversity-ecosystem-function invasibility invasiveness impact risk pathway vector introduction establishment spread eradication containment control management phytosanitary veterinary human-health One-Health EcoHealth Planetary-Health One-Welfare sustainability-science conservation-science restoration-science resilience-science adaptation-science transformation-science futures-studies backcasting projection simulation modeling numerical-model conceptual-model statistical-model mechanistic-model process-based-model individual-based-model system-dynamics-model machine-learning-model deep-learning neural-network random-forest support-vector-machine gradient-boosting ensemble-method model-selection model-validation model-calibration sensitivity-analysis uncertainty-analysis risk-analysis decision-analysis optimization multi-objective-optimization Pareto-frontier trade-off synergy co-benefit win-win lose-lose win-lose zero-sum positive-sum negative-sum game-theory cooperative-game non-cooperative-game Nash-equilibrium Pareto-optimality social-dilemma tragedy-of-the-commons prisoner's-dilemma collective-action free-rider public-good common-pool-resource institution rule norm custom law governance administration implementation enforcement compliance accountability participation inclusiveness responsiveness effectiveness efficiency legitimacy adaptability transformability innovation experimentation adaptive-governance evidence-based science-based knowledge-based information-based data-driven model-driven theory-driven hypothesis-driven question-driven problem-driven solution-driven impact-driven outcome-driven output-driven input-driven process-driven value-driven mission-driven vision-driven stakeholder-driven user-driven citizen-driven community-driven place-based ecosystem-based landscape-based seascape-based watershed-based river-basin-based bioregion-based ecoregion-based biome-based realm-based planetary-based global regional national subnational local municipal community household individual scale cross-scale multi-scale trans-scale upscaling downscaling scaling-out scaling-up scaling-deep mainstreaming integration maintenance durability permanence reversibility additionality leakage spillover externality market-failure government-failure institutional-failure system-failure surprise novelty critical-transition regime-shift alternative-stable-state 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best-practice good-practice lesson-learned success-factor failure-factor risk-factor protective-factor determinant driver pressure state response DPSIR STEEP SWOT PESTLE scenario-matrix morphological-analysis Delphi-method expert-elicitation structured-expert-judgment citizen-deliberation participatory-modeling companion-modeling serious-game role-play virtual-reality augmented-reality mixed-reality immersive-experience sensory-experience embodied-experience affective-experience cognitive-experience social-experience cultural-experience spiritual-experience transcendent-experience transformative-experience learning-experience educational-experience research-experience professional-experience personal-experience lived-experience embodied-knowledge tacit-knowledge explicit-knowledge codified-knowledge procedural-knowledge declarative-knowledge conceptual-knowledge factual-knowledge theoretical-knowledge practical-knowledge applied-knowledge transdisciplinary-knowledge 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Loricera
Loricera is a genus of ground beetles (Carabidae) comprising approximately 17 described species. It is the sole genus of the subfamily Loricerinae. Members of this genus are distinguished by a remarkable morphological specialization: modified antennal setae that form a prey-capture apparatus for hunting Collembola (springtails). The genus has a Holarctic distribution, occurring in both the Palearctic and Nearctic regions.
ground-beetle antennal-setal-trap Collembola-predator Holarctic prey-specialization morphological-adaptation
Platypsyllus
beaver beetle
Platypsyllus is a monotypic genus of beetles in the family Leiodidae, subfamily Platypsyllinae. The sole species, P. castoris, is a highly specialized commensal associated exclusively with beavers. It exhibits extreme morphological adaptations including dorsoventral flattening, eyelessness, flightlessness, and modified mouthparts forming a sucking pump—features that distinguish it from all other beetles and reflect its unique lifestyle in the dense fur of its host.
commensalism host-specific morphological-adaptation flightless eyeless flattened-body mammal-associated
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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