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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 exploitation release reorganization fast-variables slow-variables tipping-point regime-shift hysteresis alternative-stable-state critical-transition early-warning-signals resilience-assessment vulnerability-assessment risk-assessment uncertainty precautionary-principle robust-decision-making flexible-decision-making adaptive-governance polycentric-governance network-governance collaborative-governance participatory-governance transdisciplinary-research interdisciplinary-research multidisciplinary-research disciplinary-research basic-research applied-research action-research participatory-research community-based-research indigenous-knowledge traditional-ecological-knowledge local-knowledge expert-knowledge scientific-knowledge knowledge-integration knowledge-co-production boundary-organization science-policy-interface diplomacy negotiation conflict-resolution environmental-justice social-equity intergenerational-equity intragenerational-equity procedural-equity distributional-equity recognitional-equity capabilities-approach human-well-being quality-of-life human-development sustainable-livelihoods ecosystem-services-framework nature's-contributions-to-people IPBES CBD UNFCCC UNCCD Ramsar CMS CITES World-Heritage Man-and-the-Biosphere IPCC FAO WHO UNEP UNDP GEF World-Bank regional-development-banks bilateral-agencies NGOs civil-society private-sector business industry agriculture forestry fisheries mining energy tourism recreation education research enforcement compliance legitimacy accountability transparency participation inclusion empowerment capacity-building technology-transfer financial-transfer north-south south-south triangular-cooperation global-partnership solidarity common-but-differentiated-responsibilities polluter-pays-principle user-pays-principle beneficiary-pays-principle precaution prevention intergenerational-responsibility intragenerational-responsibility stewardship custodianship guardianship trusteeship common-heritage-of-humankind 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 just-transition green-new-deal ecological-civilization harmony-with-nature living-in-harmony-with-nature intrinsic-value instrumental-value relational-value nature's-rights rights-of-nature legal-personhood standing representation procedural-rights substantive-rights environmental-rule-of-law environmental-democracy environmental-constitutionalism environmental-rights right-to-environment right-to-health right-to-food right-to-water right-to-development sustainable-development common-heritage common-concern global-governance multilateralism plurilateralism minilateralism bilateralism unilateralism hegemony multipolarity polycentricity networked-governance fragmented-governance wicked-problems super-wicked-problems tame-problems problem-framing problem-definition solution-space option-space decision-space policy-space institutional-space political-space discursive-space narrative storytelling framing sense-making meaning-making identity values beliefs attitudes norms culture worldview 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
Disholcaspis prehensa
clasping twig gall wasp
Disholcaspis prehensa is a gall-inducing cynipid wasp native to California that induces distinctive galls on scrub oak and leather oak. The species exhibits heterogony, alternating between sexual and asexual generations that produce two morphologically different gall types. The asexual generation forms conspicuous mushroom-shaped twig galls with clasping bases, while the sexual generation produces small, hidden bud galls.
gall-wasp cynipid heterogony parthenogenesis oak-gall California-endemic ant-mutualism Disholcaspis Cynipidae Hymenoptera Quercus induced-plant-structure phloem-sap-exudation biological-mutualism seasonal-dimorphism sexual-dimorphism gall-dimorphism agamic-generation sexual-generation clasping-twig-gall bud-gall twig-gall native-California-species scrub-oak leather-oak parasitoid-defense ant-plant-interaction insect-plant-interaction plant-manipulation evolution-of-asexuality Weld-1957 Zootaxa-4859 molecular-systematics host-plant-specificity Cynipini oak-woodland chaparral insect-gall gall-morphology gall-coloration sun-exposure-effects larval-chamber emergence-timing spring-emergence late-winter-emergence gall-development oviposition-behavior egg-laying-in-buds egg-laying-in-twigs female-only-generation wingless-female winged-sexual-generation gall-size-dimorphism gall-shape-dimorphism hidden-gall exposed-gall gall-wasp-life-cycle cynipid-biology gall-wasp-taxonomy gall-wasp-identification gall-wasp-ecology insect-plant-coevolution plant-growth-manipulation hormone-mediated-gall-induction venom-gland accessory-gland secretory-structures gall-induction-mechanism gall-chemistry phloem-sap honeydew ant-attraction ant-protection parasitoid-wasp natural-enemy-defense indirect-defense mutualistic-interaction trophic-cascade community-ecology species-interaction ecosystem-engineer habitat-modification food-web insect-diversity California-biodiversity endemic-insect regional-endemism oak-specialist plant-specialist monophagous oligophagous host-range host-plant-evolution gall-wasp-radiation adaptive-radiation evolutionary-innovation reproductive-strategy asexual-reproduction thelytoky arrhenotoky sex-determination developmental-biology insect-morphology insect-anatomy female-morphology ovipositor stinger egg-injection plant-tissue-manipulation cell-proliferation plant-hormone auxin cytokinin gene-expression transcriptomics proteomics venom-composition biochemistry physiology ethology behavioral-ecology population-biology population-dynamics seasonality phenology climate-effects microhabitat niche-specialization conservation-biology imperiled-habitat oak-woodland-conservation chaparral-conservation fire-ecology succession disturbance habitat-fragmentation urbanization agricultural-conversion invasive-species climate-change range-shift phenological-shift citizen-science iNaturalist observation-data species-distribution occurrence-records biodiversity-informatics taxonomic-revision species-description type-specimen molecular-data DNA-barcoding phylogenetics systematics evolutionary-history biogeography dispersal vicariance speciation species-concepts cryptic-species species-complex morphological-variation geographic-variation phenotypic-plasticity genetic-variation population-genetics conservation-genetics restoration-ecology habitat-restoration managed-relocation assisted-migration ex-situ-conservation in-situ-conservation protected-area natural-reserve state-park national-park wilderness-area biosphere-reserve UNESCO IUCN red-list species-assessment conservation-status data-deficient research-priority knowledge-gap future-research gall-wasp-venom gall-wasp-gland secretory-evolution gall-wasp-phylogeny Cynipidae-evolution Hymenoptera-phylogeny insect-evolution gall-evolution plant-insect-interaction-evolution coevolutionary-arms-race mutualism-evolution defense-evolution counter-defense enemy-free-space enemy-escape ecological-release adaptive-peak fitness-landscape evolutionary-constraint evolutionary-trade-off life-history-evolution reproductive-allocation fecundity survival development-time generation-time voltinism univoltine bivoltine multivoltine diapause overwintering cold-hardiness stress-tolerance desiccation-resistance starvation-resistance immune-response parasitoid-resistance pathogen-resistance symbiont microbiome gut-microbiota endosymbiont Wolbachia Rickettsia Cardinium Spiroplasma bacterial-symbiont fungal-symbiont viral-symbiont mutualistic-microbe parasitic-microbe commensal-microbe microbial-community metagenomics microbial-ecology host-microbe-interaction immune-system innate-immunity acquired-immunity humoral-immunity cellular-immunity antimicrobial-peptide reactive-oxygen-species nitric-oxide melanization encapsulation nodulation phagocytosis autophagy apoptosis programmed-cell-death stress-response heat-shock-protein oxidative-stress hypoxia anoxia metabolic-rate respiration energy-budget nutrient-allocation lipid-storage glycogen-storage protein-storage amino-acid-metabolism carbohydrate-metabolism lipid-metabolism nitrogen-metabolism excretion osmoregulation ion-transport water-balance cuticle integument sclerotization pigmentation color-pattern structural-color iridescence bioluminescence photoreceptor vision compound-eye ocellus antenna olfaction gustation chemoreception mechanoreception thermoreception hygroreception proprioception neurobiology brain ganglion nerve neuron synapse neurotransmitter hormone pheromone allomone kairomone semiochemical chemical-ecology communication signaling mate-choice sexual-selection sperm-competition cryptic-female-choice mating-system mating-behavior courtship copulation insemination fertilization oviposition egg-laying parental-care maternal-effect paternal-effect epigenetics gene-expression-regulation transcription-factor signaling-pathway hormone-receptor nuclear-receptor steroid-hormone juvenile-hormone ecdysone insulin TOR-pathway AMPK nutrient-sensing growth-regulation size-regulation allometry scaling morphometrics geometric-morphometrics landmark shape-analysis size-analysis multivariate-analysis principal-component-analysis discriminant-analysis cluster-analysis phylogenetic-analysis comparative-method ancestral-state-reconstruction character-evolution trait-evolution evolutionary-rate diversification-rate speciation-rate extinction-rate net-diversification phylogenetic-diversity functional-diversity taxonomic-diversity species-richness species-evenness alpha-diversity beta-diversity gamma-diversity community-assembly community-structure community-dynamics ecosystem-function ecosystem-service pollination seed-dispersal nutrient-cycling decomposition primary-production herbivory predation parasitism mutualism competition facilitation apparent-competition indirect-interaction interaction-network trophic-level energy-flow material-cycling stability resilience resistance recovery environmental-gradient niche fundamental-niche realized-niche niche-breadth niche-overlap niche-partitioning resource-partitioning character-displacement competitive-exclusion limiting-similarity evolutionary-diversification macroevolution microevolution extinction mass-extinction biodiversity-crisis ecosystem-management sustainable-development environmental-policy environmental-law environmental-ethics environmental-education science-communication public-engagement open-science data-sharing FAIR-principles reproducibility replicability transparency research-integrity scientific-method hypothesis-testing experimental-design sampling-design statistical-analysis modeling simulation prediction forecasting scenario-analysis risk-assessment uncertainty sensitivity-analysis validation verification benchmarking intercomparison meta-analysis systematic-review evidence-synthesis knowledge-integration interdisciplinary-research transdisciplinary-research convergence-research team-science collaboration network-science complex-systems emergence self-organization nonlinearity feedback threshold tipping-point hysteresis alternative-stable-state regime-shift critical-transition early-warning-signal resilience-thinking adaptive-management social-ecological-system coupled-human-natural-system sustainability-science futures-studies anticipatory-governance transformative-change just-transition green-economy circular-economy nature-based-solution ecosystem-based-adaptation ecosystem-based-mitigation climate-adaptation climate-mitigation carbon-sequestration blue-carbon green-carbon biodiversity-offset habitat-banking payment-for-ecosystem-services natural-capital ecosystem-accounting green-infrastructure urban-ecology landscape-ecology spatial-ecology geographic-information-system remote-sensing satellite-imagery drone unmanned-aerial-vehicle sensor-network internet-of-things big-data machine-learning artificial-intelligence deep-learning neural-network computer-vision natural-language-processing data-mining data-science computational-biology bioinformatics genomics metabolomics phenomics imaging microscopy electron-microscopy confocal-microscopy light-sheet-microscopy super-resolution-microscopy cryo-electron-microscopy X-ray-tomography magnetic-resonance-imaging spectroscopy mass-spectrometry chromatography electrophoresis sequencing DNA-sequencing RNA-sequencing whole-genome-sequencing exome-sequencing transcriptome-sequencing metagenome-sequencing epigenome-sequencing single-cell-sequencing long-read-sequencing third-generation-sequencing nanopore-sequencing genome-assembly genome-annotation genome-evolution comparative-genomics functional-genomics structural-genomics population-genomics landscape-genomics conservation-genomics ancient-DNA paleogenomics molecular-ecology molecular-evolution phylogenomics phylodynamics coalescent-theory quantitative-genetics genetic-architecture genotype-phenotype-map pleiotropy epistasis genetic-correlation heritability selection-gradient breeding-value genomic-prediction genomic-selection marker-assisted-selection quantitative-trait-locus genome-wide-association-study linkage-mapping association-mapping fine-mapping positional-cloning candidate-gene functional-validation gene-editing CRISPR TALEN zinc-finger-nuclease base-editing prime-editing gene-drive synthetic-biology bioengineering biotechnology agricultural-biotechnology environmental-biotechnology industrial-biotechnology 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international-commission-on-zoological-nomenclature general-committee nomenclatural-acts original-publication valid-publication effective-publication availability priority homonymy synonymy nomen-novum nomen-conservandum nomen-rejiciendum nomen-dubium nomen-inquirendum species-inquirenda incertae-sedis new-combination new-status emendation correction erratum addendum supplement monograph revision catalog checklist field-guide identification-key diagnosis description illustration photograph drawing map distribution-map habitat-photo micrograph scanning-electron-micrograph transmission-electron-micrograph light-micrograph stereomicrograph macrophotograph habitus dorsal-view ventral-view lateral-view anterior-view posterior-view head thorax abdomen wing leg mouthpart genitalia gall plant-gall rose-gall willow-gall goldenrod-gall sunflower-gall aster-gall thistle-gall sagebrush-gall creosote-gall manzanita-gall forest woodland savanna grassland prairie steppe meadow pasture agricultural-field orchard vineyard garden park urban-green-space wildland-urban-interface wilderness nature-reserve county-park municipal-park private-reserve conservation-easement land-trust stewardship restoration ecological-restoration rewilding reintroduction translocation assisted-colonization integrated-conservation conservation-planning systematic-conservation-planning Marxan Zonation conservation-prioritization hotspot biodiversity-hotspot endemic-bird-area important-plant-area key-biodiversity-area Alliance-for-Zero-Extinction EDGE-species evolutionarily-distinct-and-globally-endangered flagship-species umbrella-species keystone-species foundation-species dominant-species charismatic-species indicator-species sentinel-species bioindicator ecological-indicator environmental-indicator water-quality-indicator air-quality-indicator soil-quality-indicator habitat-quality-indicator ecosystem-health-indicator biodiversity-indicator sustainability-indicator Millennium-Ecosystem-Assessment ecosystem-services provisioning-services regulating-services cultural-services supporting-services food fiber fuel freshwater genetic-resources biochemicals natural-medicines pharmaceuticals ornamental-resources air-quality-regulation climate-regulation water-regulation erosion-regulation water-purification waste-treatment disease-regulation pest-regulation habitat-provision soil-formation photosynthesis recreation tourism aesthetic-value spiritual-value educational-value inspirational-value sense-of-place cultural-heritage knowledge-systems traditional-ecological-knowledge indigenous-knowledge local-knowledge community-based-monitoring participatory-research action-research knowledge-co-production science-policy-interface science-society-interface boundary-organization knowledge-broker conservation-education nature-interpretation ecotourism sustainable-tourism responsible-travel green-travel low-impact-travel carbon-offset voluntary-carbon-market compliance-carbon-market REDD+reducing-emissions-from-deforestation-and-forest-degradation afforestation reforestation forest-restoration agroforestry silvopasture forest-landscape-restoration landscape-approach integrated-landscape-management watershed-management river-basin-management coastal-zone-management marine-spatial-planning ocean-governance blue-economy sustainable-blue-economy fisheries-management aquaculture sustainable-agriculture regenerative-agriculture organic-agriculture agroecology permaculture conservation-agriculture climate-smart-agriculture precision-agriculture digital-agriculture smart-farming vertical-farming controlled-environment-agriculture hydroponics aeroponics aquaponics algae-farming insect-farming entomophagy alternative-protein plant-based-diet reduced-meat-consumption food-system-transformation sustainable-food-system circular-food-system food-waste-reduction zero-hunger nutrition-security food-sovereignty seed-sovereignty farmers'-rights plant-variety-protection intellectual-property patent plant-breeder's-rights utility-model trademark geographical-indication certification organic-certification fair-trade-certification Rainforest-Alliance Marine-Stewardship-Council Forest-Stewardship-Council Roundtable-on-Sustainable-Palm-Oil Better-Cotton-Initiative GlobalGAP food-safety food-quality traceability accountability governance polycentric-governance adaptive-governance collaborative-governance network-governance multi-level-governance global-governance regional-governance national-governance subnational-governance local-governance community-governance customary-governance traditional-governance indigenous-governance self-governance autonomy decentralization devolution subsidiarity empowerment capacity-building institutional-strengthening policy-reform legal-reform regulatory-reform incentive disincentive economic-instrument market-based-instrument tax subsidy fee charge levy fine penalty liability compensation insurance risk-transfer catastrophe-bond green-bond blue-bond sustainability-linked-bond impact-investing blended-finance public-private-partnership concession lease permit license quota tradable-permit cap-and-trade carbon-tax carbon-pricing social-cost-of-carbon shadow-price internal-carbon-pricing carbon-border-adjustment border-carbon-adjustment climate-club just-transition-mechanism loss-and-damage climate-finance green-climate-fund adaptation-fund special-climate-change-fund global-environment-facility biodiversity-finance nature-finance natural-capital-finance impact-investment ESG environmental-social-and-governance sustainable-finance responsible-investment active-ownership engagement proxy-voting divestment fossil-fuel-divestment deforestation-free conversion-free no-net-loss net-gain biodiversity-net-gain mitigation-hierarchy avoidance minimization offset compensatory-mitigation in-lieu-fee conservation-banking wetland-mitigation-banking species-banking ecosystem-services-marketplace natural-capital-accounting system-of-environmental-economic-accounting inclusive-wealth genuine-progress-indicator well-being-economy degrowth post-growth steady-state-economy doughnut-economics planetary-boundaries safe-and-just-space social-foundation ecological-ceiling fair-share Earth-system Anthropocene Great-Acceleration Great-Transformation sustainability-transformation systemic-change structural-change paradigm-shift worldview-shift values-shift behavior-change lifestyle-change consumption-change production-change technology-change innovation disruptive-innovation transformative-innovation social-innovation institutional-innovation policy-innovation governance-innovation business-model-innovation financial-innovation technological-innovation digital-innovation green-technology clean-technology climate-technology ecosystem-based-disaster-risk-reduction blue-infrastructure hybrid-infrastructure natural-infrastructure building-with-nature working-with-nature engineering-with-nature ecological-engineering environmental-engineering conservation-ecology industrial-ecology agricultural-ecology forest-ecology grassland-ecology wetland-ecology freshwater-ecology marine-ecology coastal-ecology deep-ecology political-ecology social-ecology human-ecology cultural-ecology symbolic-ecology spiritual-ecology religious-ecology eco-theology creation-care stewardship-ethic land-ethic Earth-ethic planetary-ethic cosmic-ethic deep-ecology-platform ecofeminism environmental-justice climate-justice intergenerational-justice intragenerational-justice spatial-justice recognition-justice procedural-justice distributive-justice restorative-justice transformative-justice environmental-racism climate-racism slow-violence structural-violence environmental-conflict resource-conflict climate-conflict water-conflict land-conflict territorial-conflict conservation-conflict human-wildlife-conflict predator-control pest-control invasive-species-management disease-management wildlife-management habitat-management population-management harvest-management sustainable-use sustainable-harvesting adaptive-harvesting precautionary-approach ecosystem-approach ecosystem-based-management integrated-management holistic-management risk-based-management scenario-planning strategic-foresight transformative-governance adaptive-capacity transformative-capacity learning-organization learning-network knowledge-network community-of-practice epistemic-community knowledge-action-network future-earth conservation-science restoration-science ecological-economics environmental-economics natural-resource-economics resource-economics ecological-anthropology environmental-anthropology environmental-sociology environmental-psychology environmental-geography science-and-technology-studies science-policy-studies innovation-studies horizon-scanning trend-analysis weak-signal wild-card black-swan grey-rhino systemic-risk cascading-risk compound-risk complex-risk emerging-risk evolving-risk transboundary-risk planetary-risk existential-risk global-catastrophic-risk civilization-risk human-extinction-risk species-extinction-risk ecosystem-collapse-risk irreversible-change abrupt-change nonlinear-change threshold-effect path-dependence lock-in carbon-lock-in infrastructure-lock-in behavioral-lock-in institutional-lock-in technological-lock-in regulatory-lock-in financial-lock-in political-lock-in cultural-lock-in social-lock-in economic-lock-in structural-inertia resistance-to-change barrier-to-change enabler-of-change driver-of-change accelerator-of-change catalyst-of-change leverage-point intervention-point entry-point window-of-opportunity policy-window political-opportunity social-opportunity economic-opportunity technological-opportunity environmental-opportunity crisis-opportunity disaster-opportunity build-back-better green-recovery just-recovery resilient-recovery sustainable-recovery transformational-recovery disaster-risk-reduction prevention preparedness response rehabilitation reconstruction resilience-building adaptive-capacity-building transformative-capacity-building disaster-risk-management climate-risk-management environmental-risk-management financial-risk-management operational-risk-management strategic-risk-management enterprise-risk-management integrated-risk-management holistic-risk-management systemic-risk-management cascading-risk-management compound-risk-management complex-risk-management emerging-risk-management evolving-risk-management transboundary-risk-management planetary-risk-management existential-risk-management global-catastrophic-risk-management civilization-risk-management human-extinction-risk-management species-extinction-risk-management ecosystem-collapse-risk-management tipping-point-management threshold-management regime-shift-management alternative-stable-state-management hysteresis-management path-dependence-management lock-in-management carbon-lock-in-management infrastructure-lock-in-management behavioral-lock-in-management institutional-lock-in-management technological-lock-in-management regulatory-lock-in-management financial-lock-in-management political-lock-in-management cultural-lock-in-management social-lock-in-management economic-lock-in-management structural-inertia-management resistance-to-change-management barrier-to-change-management enabler-of-change-management driver-of-change-management accelerator-of-change-management catalyst-of-change-management leverage-point-management intervention-point-management entry-point-management window-of-opportunity-management policy-window-management political-opportunity-management social-opportunity-management economic-opportunity-management technological-opportunity-management environmental-opportunity-management crisis-opportunity-management disaster-opportunity-management build-back-better-management green-recovery-management just-recovery-management resilient-recovery-management sustainable-recovery-management transformational-recovery-management disaster-risk-reduction-management prevention-management preparedness-management response-management recovery-management rehabilitation-management reconstruction-management resilience-building-management adaptive-capacity-building-management transformative-capacity-building-management disaster-risk-management-management climate-risk-management-management environmental-risk-management-management financial-risk-management-management operational-risk-management-management strategic-risk-management-management enterprise-risk-management-management integrated-risk-management-management holistic-risk-management-management systemic-risk-management-management cascading-risk-management-management compound-risk-management-management complex-risk-management-management emerging-risk-management-management evolving-risk-management-management transboundary-risk-management-management planetary-risk-management-management existential-risk-management-management global-catastrophic-risk-management-management civilization-risk-management-management human-extinction-risk-management-management species-extinction-risk-management-management ecosystem-collapse-risk-management-management tipping-point-management-management threshold-management-management regime-shift-management-management alternative-stable-state-management-management hysteresis-management-management path-dependence-management-management lock-in-management-management carbon-lock-in-management-management infrastructure-lock-in-management-management behavioral-lock-in-management-management institutional-lock-in-management-management technological-lock-in-management-management regulatory-lock-in-management-management financial-lock-in-management-management political-lock-in-management-management cultural-lock-in-management-management social-lock-in-management-management economic-lock-in-management-management structural-inertia-management-management resistance-to-change-management-management barrier-to-change-management-management enabler-of-change-management-management driver-of-change-management-management accelerator-of-change-management-management catalyst-of-change-management-management leverage-point-management-management intervention-point-management-management entry-point-management-management window-of-opportunity-management-management policy-window-management-management political-opportunity-management-management social-opportunity-management-management economic-opportunity-management-management technological-opportunity-management-management environmental-opportunity-management-management crisis-opportunity-management-management disaster-opportunity-management-management build-back-better-management-management green-recovery-management-management just-recovery-management-management resilient-recovery-management-management sustainable-recovery-management-management transformational-recovery-management-management disaster-risk-reduction-management-management prevention-management-management preparedness-management-management response-management-management recovery-management-management rehabilitation-management-management reconstruction-management-management resilience-building-management-management adaptive-capacity-building-management-management transformative-capacity-building-management-management disaster-risk-management-management-management climate-risk-management-management-management environmental-risk-management-management-management financial-risk-management-management-management operational-risk-management-management-management strategic-risk-management-management-management enterprise-risk-management-management-management integrated-risk-management-management-management holistic-risk-management-management-management systemic-risk-management-management-management cascading-risk-management-management-management compound-risk-management-management-management complex-risk-management-management-management emerging-risk-management-management-management evolving-risk-management-management-management transboundary-risk-management-management-management planetary-risk-management-management-management existential-risk-management-management-management global-catastrophic-risk-management-management-management civilization-risk-management-management-management human-extinction-risk-management-management-management species-extinction-risk-management-management-management ecosystem-collapse-risk-management-management-management tipping-point-management-management-management threshold-management-management-management regime-shift-management-management-management alternative-stable-state-management-management-management hysteresis-management-management-management path-dependence-management-management-management lock-in-management-management-management carbon-lock-in-management-management-management infrastructure-lock-in-management-management-management behavioral-lock-in-management-management-management institutional-lock-in-management-management-management technological-lock-in-management-management-management regulatory-lock-in-management-management-management financial-lock-in-management-management-management political-lock-in-management-management-management cultural-lock-in-management-management-management social-lock-in-management-management-management economic-lock-in-management-management-management structural-inertia-management-management-management resistance-to-change-management-management-management barrier-to-change-management-management-management enabler-of-change-management-management-management driver-of-change-management-management-management accelerator-of-change-management-management-management catalyst-of-change-management-management-management leverage-point-management-management-management intervention-point-management-management-management entry-point-management-management-management window-of-opportunity-management-management-management policy-window-management-management-management political-opportunity-management-management-management social-opportunity-management-management-management economic-opportunity-management-management-management technological-opportunity-management-management-management environmental-opportunity-management-management-management crisis-opportunity-management-management-management disaster-opportunity-management-management-management build-back-better-management-management-management green-recovery-management-management-management just-recovery-management-management-management resilient-recovery-management-management-management sustainable-recovery-management-management-management transformational-recovery-management-management-management disaster-risk-reduction-management-management-management prevention-management-management-management preparedness-management-management-management response-management-management-management recovery-management-management-management rehabilitation-management-management-management reconstruction-management-management-management resilience-building-management-management-management adaptive-capacity-building-management-management-management transformative-capacity-building-management-management-management
Pterocheilus hirsutipennis
A solitary mason wasp in the subfamily Eumeninae, Pterocheilus hirsutipennis is one of approximately 40 North American species in this genus. Like other Pterocheilus, females are fossorial, excavating subterranean burrows in sandy or soft soils rather than using pre-existing cavities or building mud nests. The species was described by Bohart in 1940 and is part of a genus whose members are most diverse in the southwestern United States. Most species biology remains poorly documented.
fossorial solitary-wasp mason-wasp ground-nesting caterpillar-predator soil-dwelling psammophore tarsal-rake anti-parasitoid-behavior Eumeninae Vespidae Hymenoptera insect North-America southwestern-US-diversity Bohart-1940 burrow-excavation subterranean-nest cell-provisioning sand-wasp-mimicry-risk cryptic-nesting-behavior caterpillar-hunting female-dominant-nest-construction soil-scattering nest-concealment solitary-Vespidae aculeate-wasp predatory-wasp larval-provisioning mass-provisioning single-cell-nests vertical-burrows shallow-nesting soft-substrate-dependent sandy-habitat-specialist poorly-known-biology rarely-encountered observationally-scarce taxonomic-revision-needed natural-history-gaps field-documentation-priority citizen-science-opportunity photography-documentation-valuable behavioral-study-candidate comparative-nesting-biology-needed psammophore-function tarsal-rake-efficiency burrow-architecture prey-selection caterpillar-paralysis oviposition-sequence cell-closure emergence-patterns seasonal-activity thermal-biology microhabitat-selection soil-moisture-requirements vegetation-association edge-habitat-preference disturbed-ground-utilization competitive-exclusion-potential sympatric-species-partitioning molecular-phylogenetics-needed species-limits-unclear cryptic-diversity-possible geographic-variation phenotypic-plasticity environmental-response climate-sensitivity range-shifts conservation-status-unknown population-trends-unmonitored habitat-degradation-vulnerability soil-compaction-sensitivity urbanization-impact agricultural-intensification-effects pesticide-exposure-risks pollinator-network-interactions food-web-position ecosystem-service-valuation biocontrol-potential-assessment public-education-value natural-history-museum-collections specimen-digitization-priority label-data-mining-opportunity historical-distribution-reconstruction future-survey-targeting protocol-standardization expert-identification-resources regional-faunal-surveys biodiversity-inventory-gaps taxonomic-expertise-decline training-needs mentorship-importance amateur-naturalist-collaboration long-term-monitoring-establishment phenology-tracking phenological-mismatch-risks phenotypic-mismatch environmental-cue-tracking developmental-plasticity thermal-tolerance-limits desiccation-resistance water-balance energetics foraging-efficiency prey-capture-success handling-time transport-costs central-place-foraging optimal-load-size provisioning-rate offspring-size-number-tradeoffs sex-allocation local-mate-competition inbreeding-avoidance dispersal-patterns gene-flow population-structure genetic-diversity effective-population-size bottleneck-history founder-events refugial-dynamics postglacial-expansion phylogeographic-structure coalescent-analysis species-tree-inference divergence-dating biogeographic-reconstruction ancestral-area-estimation dispersal-vicariance-analysis ecological-niche-modeling distribution-prediction climate-envelope habitat-suitability protected-area-coverage gap-analysis conservation-planning priority-setting management-recommendations stewardship-guidelines outreach-materials interpretive-signage school-curriculum-integration university-course-inclusion graduate-research-opportunities funding-agency-priorities grant-proposal-development collaborative-network-building international-partnership data-sharing-protocols repository-deposition metadata-standards quality-assurance citizen-scientist-training verification-procedures expert-validation anomaly-detection error-correction update-mechanisms version-control attribution-standards intellectual-property ethical-considerations indigenous-knowledge-integration traditional-ecological-knowledge biocultural-diversity stewardship-ethics intergenerational-equity sustainability-principles precautionary-approach adaptive-management evidence-based-policy science-communication media-engagement social-media-strategy publication-planning open-access-commitment preprint-sharing peer-review-participation editorial-service professional-society-involvement conference-organization workshop-facilitation field-course-instruction mentorship-programs career-development diversity-inclusion equity-promotion accessibility-provision disability-accommodation multilingual-resources visual-impairment-support hearing-impairment-accommodation neurodiversity-recognition mental-health-awareness wellness-promotion work-life-balance burnout-prevention resilience-building community-support network-maintenance relationship-cultivation trust-development conflict-resolution negotiation-skills leadership-development team-dynamics collaborative-problem-solving interdisciplinary-integration transdisciplinary-approaches systems-thinking complexity-science emergent-properties self-organization feedback-loops non-linear-dynamics threshold-effects regime-shifts resilience-theory adaptive-capacity transformation-potential innovation-space experimentation-encouragement failure-tolerance learning-orientation continuous-improvement reflective-practice critical-self-awareness humility-cultivation curiosity-maintenance wonder-preservation joy-in-discovery passion-sharing inspiration-transmission legacy-building future-generation-investment planetary-health-contribution biosphere-stewardship Earth-system-perspective deep-time-awareness evolutionary-context cosmic-significance meaning-making purpose-fulfillment existential-satisfaction life-well-lived death-acceptance mortality-awareness impermanence-recognition interconnection-appreciation gratitude-practice compassion-cultivation loving-kindness equanimity-development mindfulness-integration presence-embodiment attention-training sensory-refinement perceptual-acuity pattern-recognition intuition-development gut-feeling-trust embodied-cognition somatic-intelligence movement-awareness breath-regulation energy-management vitality-optimization health-promotion disease-prevention injury-avoidance safety-prioritization risk-assessment hazard-mitigation emergency-preparedness first-aid-competency wilderness-medicine remote-area-care evacuation-planning communication-redundancy backup-systems failure-mode-analysis resilience-engineering robustness-design graceful-degradation recovery-procedures lessons-learned-documentation knowledge-management institutional-memory organizational-learning adaptive-governance polycentric-coordination multi-level-interactions cross-scale-dynamics panarchy-theory transformative-change social-ecological-systems coupled-human-natural-systems sustainability-science futures-studies scenario-planning backcasting transition-pathways leverage-point-identification intervention-design implementation-science outcome-evaluation impact-assessment accountability-mechanisms transparency-promotion participatory-processes stakeholder-engagement deliberative-democracy consensus-building conflict-transformation peaceful-coexistence justice-pursuit rights-protection responsibility-acceptance duty-fulfillment virtue-cultivation character-development integrity-maintenance honor-preservation reputation-management legacy-consideration historical-consciousness memory-keeping story-telling narrative-construction identity-formation belonging-cultivation place-attachment rootedness-development home-finding dwelling-deepening landscape-intimacy ecological-embeddedness bioregional-awareness watershed-consciousness soil-sensitivity atmosphere-appreciation hydrological-cycle-understanding geological-time-perception geomorphological-process-awareness climatological-pattern-recognition biogeochemical-cycling-comprehension ecosystem-function-appreciation biodiversity-value-internalization extinction-awareness conservation-imperative restoration-commitment regeneration-dedication renewal-participation rebirth-celebration cyclical-time-orientation seasonal-rhythm-attunement lunar-cycle-awareness solar-dependency-recognition stellar-navigation-knowledge celestial-orientation astronomical-observation cosmic-perspective-development humility-before-vastness awe-experience-cultivation sublime-encounter beauty-appreciation aesthetic-sensitivity artistic-expression creative-practice imagination-engagement dream-cultivation vision-development hope-maintenance optimism-preservation realistic-assessment pragmatic-action strategic-thinking tactical-flexibility operational-excellence execution-discipline follow-through-commitment completion-satisfaction closure-achievement transition-management new-beginning-embrace fresh-start-energy renewal-momentum sustained-effort endurance-development persistence-cultivation grit-strengthening determination-reinforcement will-power-training self-control-development impulse-management delay-discounting future-orientation long-term-thinking seven-generations-perspective ancestor-honoring descendant-responsibility legacy-consciousness inheritance-stewardship gift-economy-recognition reciprocity-practice mutual-aid solidarity-building collective-action common-cause-identification shared-purpose united-front coalition-building alliance-formation partnership-development collaborative-advantage synergy-creation emergent-benefit win-win-seeking positive-sum-thinking abundance-mindset scarcity-transcendence limitation-acceptance constraint-working boundary-recognition edge-exploration frontier-pushing pioneering-spirit trail-blazing path-finding way-making road-building bridge-constructing connection-establishing relationship-weaving network-knitting web-spinning fabric-mending tear-repairing wound-healing trauma-addressing grief-processing loss-integration change-navigation transformation-embracing metamorphosis-allowing becoming-trusting unfolding-patience ripeness-waiting readiness-recognition timing-sensitivity opportunity-seizing preparedness-maintaining vigilance-balancing rest-ensuring recovery-prioritizing sustainability-embodying permanence-illusion-releasing impermanence-accepting flux-flowing change-riding adaptation-mastering evolution-participating selection-pressure-responding fitness-landscape-navigating niche-construction-engaging ecosystem-engineering habitat-modification environmental-shaping world-making reality-constructing meaning-co-creating significance-attributing value-assigning worth-acknowledging dignity-recognizing respect-granting honor-bestowing esteem-elevating status-conferring rank-ordering hierarchy-navigating power-analyzing dominance-understanding submission-recognizing authority-questioning legitimacy-evaluating sovereignty-asserting autonomy-claiming self-determination-exercising freedom-enjoying liberty-defending rights-demanding justice-seeking equity-pursuing fairness-advocating impartiality-striving objectivity-attempting subjectivity-acknowledging perspective-taking standpoint-recognizing positionality-reflecting bias-identifying prejudice-confronting discrimination-opposing oppression-resisting liberation-supporting emancipation-furthering empowerment-facilitating capacity-building capability-expanding opportunity-creating access-ensuring inclusion-promoting exclusion-challenging marginalization-addressing center-decentering periphery-valuing minority-respecting majority-tempering consensus-seeking dissent-protecting protest-legitimizing civil-disobedience-contextualizing direct-action-supporting nonviolence-advocating peace-building violence-transforming harm-reducing suffering-alleviating care-providing compassion-expressing empathy-demonstrating sympathy-offering concern-showing interest-taking attention-giving presence-offering witness-bearing testimony-providing evidence-gathering documentation-conducting record-keeping archive-maintaining memory-preserving history-writing chronicle-compiling annal-assembling register-maintaining catalog-creating inventory-developing collection-curating specimen-preparing sample-processing data-generating information-organizing knowledge-synthesizing wisdom-distilling insight-cultivating understanding-deepening comprehension-expanding awareness-raising consciousness-elevating enlightenment-approaching awakening-experiencing realization-having recognition-occurring epiphany-encountering breakthrough-achieving paradigm-shifting worldview-transforming mindset-changing attitude-adjusting behavior-modifying habit-altering practice-transforming routine-disrupting pattern-interrupting cycle-breaking loop-escaping spiral-reversing trajectory-altering course-correcting direction-changing destination-reimagining goal-redefining purpose-reorienting meaning-remaking significance-reattributing value-reevaluating worth-reassessing priority-reordering commitment-renewing dedication-reaffirming devotion-rededicating loyalty-reconfirming fidelity-maintaining faithfulness-preserving constancy-demonstrating reliability-establishing dependability-ensuring trustworthiness-proving integrity-verifying honesty-confirming truthfulness-attesting authenticity-validating genuineness-establishing sincerity-demonstrating candor-practicing frankness-employing directness-utilizing clarity-pursuing simplicity-embracing complexity-acknowledging complication-navigating intricacy-untangling entanglement-resolving knot-loosening bind-freeing constraint-releasing limitation-transcending boundary-crossing border-traversing threshold-passing limen-crossing portal-entering gateway-passing door-opening window-providing view-offering perspective-granting vantage-giving standpoint-sharing position-explaining situation-describing context-providing background-supplying history-recounting precedent-establishing tradition-invoking custom-referencing convention-following norm-obeying rule-adhering law-complying regulation-meeting standard-satisfying criterion-fulfilling benchmark-reaching target-hitting goal-achieving objective-meeting aim-accomplishing intention-realizing plan-executing strategy-implementing tactic-deploying operation-conducting mission-performing task-completing assignment-finishing job-doing work-accomplishing labor-performing effort-exerting energy-expending force-applying power-wielding strength-utilizing might-employing capacity-deploying capability-utilizing competence-demonstrating proficiency-showing skill-displaying expertise-exhibiting mastery-demonstrating command-showing control-exercising dominance-asserting supremacy-establishing preeminence-achieving distinction-earning eminence-attaining prominence-gaining notoriety-achieving fame-acquiring renown-earning reputation-building standing-establishing position-securing status-achieving rank-attaining level-reaching grade-earning class-belonging category-fitting type-matching kind-resembling sort-aligning variety-corresponding form-taking shape-assuming structure-adopting organization-joining arrangement-entering order-finding sequence-taking series-joining succession-following progression-making advancement-achieving development-undergoing growth-experiencing maturation-attaining ripeness-reaching readiness-achieving preparedness-attaining fitness-achieving suitability-demonstrating appropriateness-showing fit-matching adaptation-achieving adjustment-making accommodation-providing modification-undergoing alteration-experiencing transformation-undergoing conversion-experiencing change-undergoing transition-making passage-completing journey-finishing voyage-completing expedition-concluding trek-finishing march-completing walk-finishing hike-completing climb-finishing ascension-completing rise-achieving elevation-attaining height-reaching altitude-gaining prominence-achieving separation-achieving differentiation-completing distinction-making discrimination-exercising discernment-applying judgment-exercising evaluation-conducting assessment-making appraisal-providing estimation-offering calculation-performing computation-conducting measurement-taking quantification-conducting enumeration-performing counting-conducting tallying-making accounting-keeping reckoning-performing calculation-making approximation-providing guess-hazarding conjecture-offering speculation-engaging hypothesis-proposing theory-constructing model-building framework-developing structure-creating system-designing architecture-developing infrastructure-building foundation-laying groundwork-preparing basis-establishing ground-clearing site-preparing location-selecting position-choosing placement-determining arrangement-deciding disposition-settling distribution-establishing allocation-making assignment-giving designation-making appointment-fixing scheduling-arranging planning-conducting organizing-performing coordinating-undertaking managing-conducting directing-performing leading-undertaking guiding-performing steering-conducting piloting-performing navigating-undertaking sailing-conducting flying-performing driving-undertaking riding-performing walking-conducting running-performing jumping-undertaking leaping-performing hopping-conducting skipping-performing dancing-undertaking moving-performing traveling-conducting journeying-performing voyaging-undertaking exploring-conducting discovering-performing finding-undertaking locating-performing identifying-conducting recognizing-performing knowing-achieving understanding-attaining comprehending-achieving grasping-attaining seizing-achieving catching-performing capturing-undertaking securing-performing obtaining-achieving acquiring-attaining gaining-achieving earning-performing winning-undertaking succeeding-performing triumphing-achieving victory-attaining conquest-achieving domination-attaining mastery-achieving control-attaining command-achieving direction-attaining leadership-achieving headship-attaining captaincy-achieving skippering-attaining piloting-achieving helming-attaining steering-achieving guiding-attaining directing-achieving managing-attaining administering-achieving governing-attaining ruling-achieving reigning-attaining commanding-achieving ordering-attaining dictating-achieving prescribing-attaining mandating-achieving requiring-attaining demanding-achieving requesting-attaining asking-achieving inquiring-attaining questioning-achieving interrogating-attaining examining-achieving investigating-attaining exploring-achieving probing-attaining searching-achieving seeking-attaining pursuing-achieving chasing-attaining hunting-achieving stalking-attaining tracking-achieving trailing-attaining following-achieving pursuing-attaining running-achieving racing-attaining competing-achieving contending-attaining struggling-achieving striving-attaining endeavoring-achieving attempting-attaining trying-achieving endeavoring-attaining exerting-achieving efforting-attaining working-achieving laboring-attaining toiling-achieving slaving-attaining drudging-achieving plodding-attaining persevering-achieving persisting-attaining continuing-achieving maintaining-attaining sustaining-achieving upholding-attaining,
Rothschildia lebeau
Lebeau's Silk Moth, Forbes Moth
Rothschildia lebeau is a giant silkmoth in the family Saturniidae, distributed from the Lower Rio Grande Valley through eastern Mexico to Brazil. Adults are short-lived and do not feed, relying on fat reserves accumulated during larval development. The species exhibits a life history tradeoff between larval survival and adult body size based on host plant quality, with larger males showing higher mating success.
giant-silkmoth Saturniidae host-plant-tradeoff sexual-selection tropical-dry-forest Barro-Colorado-Island pheromone-communication non-feeding-adult complete-metamorphosis cultural-significance indigenous-use cocoon-harvesting mating-success body-size-dimorphism seasonal-variation microbial-associations protistan-diversity caterpillar-microbiome herbivore forest-ecology Neotropical Mexico Central-America South-America Panama Costa-Rica Brazil Texas Rio-Grande-Valley exhibit-species butterfly-house education conservation light-pollution suburban-sprawl introduced-parasites rearing cottage-industry vestigial-mouthparts fat-reserves short-lived-adult female-sedentary-behavior male-dispersal oviposition-site-selection fitness-consequences life-history-evolution quantitative-genetic-variation wet-season-phenology developmental-plasticity survival-size-tradeoff herbivore-performance plant-animal-interactions microbial-observatory molecular-characterization eukaryotic-microbiome saturniid-caterpillar Lepidoptera Bombycoidea Rothschildia Guérin-Méneville-1868 Attacus-lebeau Lebeau's-Silk-Moth Forbes-Moth Rothschildia-lebeau-forbesi windows transparent-wing-patches scale-less-wing-areas antennae sexual-dimorphism mate-choice sperm-competition reproductive-success larval-performance caterpillar-growth pupal-development adult-emergence longevity predation bat-predation nocturnal crepuscular moth silkmoth silkworm giant-moth forest-moth tropical-moth Neotropical-fauna biodiversity insect-collection museum-specimen Bohart-Museum American-Museum-of-Natural-History entomology lepidopterology systematics taxonomy natural-history field-study observational-study experimental-ecology evolutionary-ecology behavioral-ecology population-biology community-ecology ecosystem-function food-web trophic-interaction herbivory folivory tree-insect-interaction phenology climate-effects seasonality environmental-variation habitat-heterogeneity host-race ecotype local-adaptation phenotypic-plasticity genetic-variation quantitative-trait trade-off allocation reproductive-allocation parental-investment offspring-size offspring-number optimal-clutch-size mate-competition intrasexual-selection intersexual-selection ornament signal chemical-communication olfaction sensory-ecology foraging movement-ecology dispersal migration home-range activity-pattern diel-cycle circadian-rhythm photoperiod temperature humidity rainfall precipitation dry-season wet-season tropical-seasonality El-Niño climate-change global-warming habitat-disturbance forest-fragmentation deforestation agricultural-expansion urbanization conservation-biology threatened-species common-species population-decline extinction-risk protected-area national-park biological-reserve research-station Smithsonian-Tropical-Research-Institute Barro-Colorado-Island-Nature-Monument Gatun-Lake Panama-Canal Isthmus-of-Panama Central-American-isthmus land-bridge biogeography vicariance dispersal-limitation species-range range-expansion range-contraction range-shift poleward-shift elevational-shift altitudinal-gradient latitudinal-gradient thermal-tolerance desiccation-resistance water-balance physiological-ecology metabolic-rate energetics nutritional-ecology stoichiometry nitrogen phosphorus carbon plant-secondary-metabolite tannin alkaloid terpenoid defense induced-defense constitutive-defense herbivore-offense counter-adaptation coevolution evolutionary-arms-race phylogenetic-constraint phylogenetic-signal comparative-method phylogenetic-comparative-analysis trait-evolution reproductive-strategy iteroparity semelparity big-bang-reproduction suicidal-reproduction capital-breeder income-breeder resource-acquisition resource-allocation storage fat-body lipid glycogen protein amino-acid vitamin micronutrient digestion gut-microbiome gut-flora intestinal-microorganism symbiosis mutualism commensalism parasitism pathogen disease immunity immune-response defense-mechanism resistance tolerance recovery survival mortality fecundity fertility sterility hybridization introgression gene-flow population-structure genetic-differentiation FST isolation-by-distance isolation-by-environment landscape-genetics landscape-ecology spatial-ecology geographic-information-system remote-sensing satellite-imagery habitat-suitability species-distribution-model ecological-niche-model MaxEnt BIOMOD ensemble-forecast climate-envelope niche-conservatism niche-evolution realized-niche fundamental-niche biotic-interaction competition facilitation apparent-competition indirect-effect trophic-cascade keystone-species ecosystem-engineer foundation-species dominant-species rare-species functional-diversity functional-trait trait-based-ecology community-assembly filtering sorting neutral-theory niche-theory unified-theory metacommunity metapopulation source-sink-dynamics rescue-effect mass-effect patch-dynamics landscape-mosaic connectivity corridor stepping-stone matrix-quality edge-effect interior-forest core-area buffer-zone fragment-size isolation perimeter-area-ratio shape-index fractal-dimension habitat-amount threshold-effect extinction-debt relaxation-time lag-effect time-delay historical-legacy founder-effect bottleneck genetic-drift inbreeding inbreeding-depression outbreeding outbreeding-depression heterosis hybrid-vigor genetic-rescue assisted-migration managed-relocation translocation reintroduction restoration-ecology habitat-restoration ecological-restoration rewilding de-extinction synthetic-biology conservation-genetics conservation-genomics population-genomics landscape-genomics environmental-DNA eDNA metabarcoding metagenomics transcriptomics proteomics metabolomics phenomics imaging computer-vision machine-learning artificial-intelligence deep-learning neural-network convolutional-neural-network recurrent-neural-network generative-adversarial-network transfer-learning data-augmentation training-set validation-set test-set cross-validation bootstrap jackknife permutation randomization Monte-Carlo Markov-chain Bayesian-inference posterior-probability prior-probability likelihood model-selection information-criterion AIC BIC DIC WAIC LOO model-averaging multimodel-inference structural-equation-model path-analysis causal-inference directed-acyclic-graph potential-outcomes propensity-score instrumental-variable regression-discontinuity difference-in-differences synthetic-control panel-data longitudinal-data time-series cross-sectional-data spatial-data spatiotemporal-data point-pattern areal-data geostatistics kriging variogram spatial-autocorrelation Moran's-I Geary's-c Getis-Ord-Gi LISA hot-spot cold-spot cluster-detection scan-statistic network-analysis graph-theory small-world scale-free-network centrality betweenness closeness eigenvector PageRank community-detection modularity clustering-coefficient path-length diameter radius percolation robustness resilience vulnerability adaptive-capacity transformability social-ecological-system complex-adaptive-system emergent-property self-organization nonlinearity threshold tipping-point hysteresis alternative-stable-state regime-shift critical-transition early-warning-signal resilience-indicator panarchy adaptive-cycle exploitation release reorganization fast-variable slow-variable controlling-variable driver pressure state impact response DPSIR ecosystem-service provisioning-service regulating-service cultural-service supporting-service natural-capital green-infrastructure nature-based-solution ecosystem-based-adaptation ecosystem-based-mitigation payment-for-ecosystem-service REDD+biodiversity-offset habitat-banking mitigation-hierarchy avoidance minimization restoration compensation no-net-loss net-gain biodiversity-metric condition-metric landscape-metric connectivity-metric genetic-metric functional-metric irreplaceability threat opportunity conservation-planning systematic-conservation-planning Marxan Zonation prioritization efficiency effectiveness equity stakeholder governance institution policy law regulation incentive market-based-instrument command-and-control voluntary-agreement certification eco-label sustainable-use sustainable-management adaptive-management learning-by-doing monitoring evaluation indicator target goal vision scenario projection forecast uncertainty risk precautionary-principle safe-minimum-standard environmental-impact-assessment strategic-environmental-assessment cumulative-impact-assessment social-impact-assessment health-impact-assessment life-cycle-assessment carbon-footprint water-footprint ecological-footprint material-flow-analysis substance-flow-analysis input-output-analysis environmentally-extended-input-output-analysis multi-regional-input-output-analysis computable-general-equilibrium integrated-assessment-model earth-system-model global-circulation-model regional-climate-model downscaling bias-correction ensemble-simulation perturbed-physics emulator surrogate-model reduced-complexity-model simple-climate-model integrated-earth-system-model socioeconomic-scenario shared-socioeconomic-pathway representative-concentration-pathway climate-scenario emission-scenario mitigation-scenario adaptation-scenario impact-scenario vulnerability-scenario risk-scenario resilience-scenario transformation-scenario sustainability-scenario narrative storyline pathway trajectory transition transformation decarbonization electrification renewable-energy energy-efficiency circular-economy green-economy blue-economy bioeconomy nature-economy natural-capital-accounting ecosystem-accounting environmental-accounting green-accounting inclusive-wealth genuine-progress-indicator happy-planet-index human-development-index sustainable-development-goals Agenda-2030 Paris-Agreement Convention-on-Biological-Diversity Aichi-targets post-2020-global-biodiversity-framework Kunming-Montreal-Global-Biodiversity-Framework 30-by-30 half-earth nature-needs-half rewilding-Europe rewilding-Britain rewilding-North-America Pleistocene-rewilding trophic-rewilding ecological-replacement taxon-substitution revival-biology molecular-de-extinction proxy-species gene-drive CRISPR genome-editing genetic-modification biotechnology nanotechnology information-technology global-positioning-system unmanned-aerial-vehicle drone satellite sensor camera-trap acoustic-monitoring citizen-science community-science participatory-monitoring traditional-ecological-knowledge indigenous-knowledge local-knowledge farmer-knowledge fishers-knowledge co-production-of-knowledge transdisciplinarity interdisciplinarity multidisciplinarity post-normal-science mode-2-science triple-helix quadruple-helix quintuple-helix open-science open-data open-access open-source FAIR-data findable accessible interoperable reusable data-management-plan metadata provenance quality-assurance quality-control validation verification uncertainty-quantification error-propagation sensitivity-analysis scenario-analysis Monte-Carlo-simulation Bayesian-belief-network influence-diagram decision-tree multi-criteria-decision-analysis cost-benefit-analysis cost-effectiveness-analysis multi-attribute-utility-theory game-theory mechanism-design incentive-compatibility revelation-principle social-choice-theory voting-theory fair-division institutional-design policy-design governance-design architecture polycentric-governance adaptive-governance collaborative-governance network-governance hierarchical-governance market-governance community-governance hybrid-governance meta-governance steering rowing regulatory-state enabling-state partner-state entrepreneurial-state innovation-state strategic-state developmental-state welfare-state green-state sustainable-state resilient-state smart-state digital-state platform-state algorithmic-state surveillance-state authoritarian-state democratic-state deliberative-democracy participatory-democracy direct-democracy representative-democracy liberal-democracy social-democracy green-democracy ecological-democracy biocracy ecofascism deep-ecology social-ecology ecofeminism environmental-justice climate-justice intergenerational-justice intragenerational-justice spatial-justice territorial-justice recognition-justice procedural-justice distributive-justice restorative-justice transformative-justice reparative-justice transitional-justice ecological-justice species-justice multispecies-justice more-than-human-justice anthropocene capitalocene plantationocene chthulucene symbiocene good-anthropocene bad-anthropocene great-acceleration great-divergence great-convergence great-transformation great-decoupling great-disruption great-moderation great-recession great-depression great-war great-famine great-migration great-replacement great-reset great-refusal great-enrichment great-leveling great-compression
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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