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Agrilus obsoletoguttatus
Beech Borer
Agrilus obsoletoguttatus is a small metallic wood-boring beetle in the family Buprestidae, native to North America. It is among the smallest jewel beetle species utilized as prey by the specialist predatory wasp Cerceris fumipennis, which provisions its underground nests with paralyzed buprestid beetles. The species has been documented in nest caches containing up to 13 individuals, reflecting its small size relative to larger buprestid prey.
Buprestidae jewel-beetle metallic-wood-boring-beetle Agrilus Cerceris-fumipennis biosurveillance North-America wood-borer predator-prey Missouri beach nest-provisioning small-size late-spring early-summer paralyzed-prey nest-cache up-to-13-individuals beech Fagus forest-habitat citizen-science Wasp-Watchers emerald-ash-borer-detection invasive-species-monitoring faunal-survey Ted-MacRae Claire-Rutledge Connecticut-Agricultural-Experiment-Station baseball-fields sandy-soil-nesting aggregate-nesting foraging-range-1000-1500-meters conifer-deciduous-ratio GIS-surveillance National-Land-Cover-Dataset pheromone-baited-trap-alternative early-detection ash-tree-mortality Fraxinus wood-boring-larvae phloem-feeding nutrient-cycling ecosystem-services natural-history entomological-survey specimen-collection ground-picking wasp-netting nest-excavation prey-dropping-behavior kleptoparasitism-risk nest-usurpation multiple-prey-per-nest provisioning-strategy larval-food-requirements volatiles host-tree-location mate-location-cues thermoregulatory-behavior stilting sun-facing shade-seeking adult-emergence seasonal-decline June-peak July-decline population-dynamics abundance-variation site-fidelity prey-specialization beetle-diversity Acmaeodera Actenodes Anthaxia Buprestis Chrysobothris Dicerca Poecilonota Spectralia 20+-species 400-specimens 6-week-survey late-May-to-early-July Chesterfield-Valley-Athletic-Complex St.-Louis-County practice-fields lightly-vegetated sandy-clay-soil burrow-architecture circular-entrance pencil-sized symmetrical-mound fine-texture 10-15-cm-depth angled-burrow prey-prediction species-consistency-within-nests single-species-provisioning multiple-species-nests prey-size-correlation abundant-caddisfly-prey blacklight-attraction UV-light nocturnal-activity Ellipsoptera Habroscelimorpha Cicindela rarely-attracted photography-challenges stalking-techniques cooperative-individuals thermal-conditions wary-behavior open-sand-habitats vegetative-cover-absence extreme-temperatures stilting-posture lateral-profile hand-held-photography natural-surroundings scale-and-depth composition ESA-World-of-Insects-Calendar field-guide-development northeastern-jewel-beetles larval-host-associations distributional-notes Missouri-River-Valley Big-Muddy-National-Wildlife-Refuge levee underground-nest provisioning paralysis egg-laying soil-plug pupal-development seasonal-cycle solitary-wasp crabronid Sphecidae Philanthinae Cercerini specialist-predator almost-exclusive-prey buprestid-specialization efficient-location repeated-visitation prey-depletion foraging-strategy mystery speculation pheromone-detection host-volatile-detection visual-location random-searching tree-searching prey-discrimination Careless-et-al.-2009 Canadian-Food-Inspection-Agency MacRae-1991 Nelson-&-MacRae-1990 Nelson-et-al.-1996 MacRae-&-Nelson-2003 MacRae-2004 MacRae-2006 Pearson-et-al.-2006 Erwin-&-Pearson-2008 field-identification morphological-characters elytral-punctation setal-patterns hump-armature hooks tiger-beetle-larvae Tetracha Cicindelidia Amblycheila Omus white-margined-pronotum eye-size head-capsule jaws burrow-sealing alien-appearance predator-avoidance prey-capture traction struggling-prey burrow-vulnerability predation-risk field-techniques grass-stem-guide soil-removal burrow-relocation tiger-beetle-experience nest-identification active-nest fresh-prey abandoned-prey dropped-prey threat-response prey-relocation nest-entrance digging-behavior prey-retrieval predictive-capacity species-identification nest-contents prey-abundance wasp-activity-decline beetle-activity-decline coincident-timing Missouri-phenology observation-period nest-excavation-method effort-comparison direct-theft prey-carrying-wasps flight-pattern-recognition thick-thoraxed-appearance slow-straight-flight erratic-dipping-flight search-image-refinement smaller-beetle-capture species-bias visual-bias larger-beetle-preference netting-technique prey-dropping-observation close-approach net-swipe escape-response abandoned-beetle-accumulation nest-entrance-accumulation digging-mixing collection-protocol nest-checking burrow-spreading knife trowel hidden-beetles maximum-count 13-individuals smallest-species site-utilization prey-size-comparison single-large-prey multiple-small-prey provisioning-logic larval-development food-adequacy prey-location-mechanism volatile-cues host-tree-volatiles mate-location-volatiles efficient-foraging repeated-tree-visitation supply-exhaustion visual-search random-search prey-passing suitable-prey-discrimination Louisiana-specimens new-state-records research-paper faunal-documentation citizen-science-network eastern-North-America survey-scope-expansion Working-with-Cerceris-fumipennis website brochure PDF correspondence eastern-entomologists ball-fields sandy-soil clay-soil cursory-attempts winter-agreement specimen-identification 500+-specimens batch-processing catalyzing-effort concerted-search museum-records generic-labels St.-Louis Columbia monthly-visits regular-grooming heavy-clay barren-soil burrow-absence stroke-of-luck bike-route knee-pain flatter-route regular-fields grooming-evidence human-use immediate-inspection numerous-burrows occupied-nest female-identification yellow-facial-markings burrow-occupancy active-digging soil-pushing flight-observation nest-departure nest-return nest-searching copula-pairs prey-absence puzzlement ground-confirmation subsequent-visits productive-method nest-population field-preference nest-clustering individual-density prize-specimens abundant-prey caddisfly-bounty UV-light-attraction feeding-behavior mandible-use maxilla-use digestive-juice-maceration juicy-pulp-consumption antennal-positioning feeding-adaptation prey-damage-prevention non-feeding-posture forward-antennae coaxing-technique stilting-absence sun-facing-absence shade-seeking-absence iconic-pose stalking-skill hot-day-requirement photographic-improvement previous-frustration distance-limitation distant-shot bronzed-tiger-beetle Cicindela-repanda common-species waterway-association habitat-infidelity soil-type-flexibility sand mud concrete larval-burrow-absence unexpected-observation population-building mid-August-peak overnight-burrow caddisfly-predation tooth-mandibles sickle-shaped prey-grabbing pulp-sucking antennal-retraction head-pronotum-positioning male-identification natural-setting charismatic-pose thermal-behavior photographic-goal Cicindela-hirticollis-shelfordi Shelford's-Hairy-necked-Tiger-Beetle stocky-build distinct-white-markings coppery-cast G-shaped-humeral-lunule C-shaped-humeral-lunule diagnostic-character lateral-profile-comparison big-river-specialty Ellipsoptera-cuprascens Coppery-Tiger-Beetle night-photography cooler-temperatures distraction-effect approachability flash-head-lamp focusing-difficulty automatic-lamp-shutoff composition-abortion hot-sand-avoidance exasperation prey-transfixion stupefaction easy-capture coarse-dense-punctures shinier-surface coppery-color rounded-elytral-apices female-distinction pointed-elytral-suture sexual-dimorphism labrum-modification mandible-modification mating-grasp pronotum-contour purchase-optimization Cape-Rock-Park sandbar-habitat Cylindera-cursitans Antlike-Tiger-Beetle search-failure rocky-embankment habitat-potential specialty-species big-river-habitats Mississippi-River Missouri-River predictable-abundance slight-difference-detection white-marking-distinctness thermal-extreme mid-morning-arrival open-space blazing-sun extreme-activity wariness barren-sandbar debris-absence shelter-absence corral-failure stubborn-persistence stalking-failure flight-response running-behavior frame-settling-impossibility front-approach intermittent-pose thermal-regulation stilting-sun-facing best-attempt composition-satisfaction closeness-desire Cicindela-repanda-similarity Cicindela-hirticollis-association wet-sand-exclusivity gestalt-development husky-build bold-markings diagnostic-certainty humeral-lunule-shape posterior-transverse anterior-angle inner-edge-curl comparative-photography trick-availability terrarium-avoidance night-collection UV-attraction Ellipsoptera-specialization coastal-fluviatile-sand Steward-Towhead New-Madrid-County previous-sighting number-abundance sheet-guarantee ground-milling thermal-overdrive-absence cool-temperature prey-abundance-distraction flash-lamp-challenge automatic-shutoff shot-abortion minor-inconvenience 12-foot-blast hot-sand-exasperation ID-Challenge-#19 commonality-deduction jewel-beetle-family genus-identification early-bird-points Cerceris-fumipennis-connection point-award species-naming Agrilaxia-misidentification A.-obsoletoguttatus-correction reared-speculation wood-source-diversity other-people-collection gift-trade-ID July-4th-coincidence early-June-actuality sphecoid-wasp-hunting nest-jackpot Missouri-origin chitin-identification 2,171-pieces salicaceous-host Salix Populus Quercus diversity same-nest-possibility harvesting-method wasp-adult-theft burrow-harvest citizen-science-program emerald-ash-borer-surveillance GIS-integration foraging-range-definition 1000-1500-meter-correlation surveillance-method-improvement municipal-tree-protection financial-impact liability-reduction Oregon-Pacific-Coast-detection western-North-America-limitation pheromone-trap-reliance substitute-absence 36-states 5-Canadian-provinces 8-billion-ash-trees 30-meter-trap-reach stealth-beetle larval-gallery phloem-destruction tree-death canopy-invisibility first-sign-mortality Indiana-origin Connecticut-arrival hair-on-fire running-around prediction-fulfillment financial-havoc management-key early-infestation-location predatory-wasp-method baseball-field-nesting aggregate-nester non-stinging packed-sand-preference access-simplicity 37-nest-sites 7-year-study 100-beetle-minimum hunting-method gathering-method net-capture prey-dropping freak-out-response immobilized-beetle scouring-method predator-disturbance kid-disturbance first-base-running deciduous-conifer-grouping 500-3500-meter-calculation proportion-correlation highest-correlation effective-range significant-increase municipal-application park-planting street-tree 20-percent-composition time-provision money-set-aside pesticide-protection selective-removal cash-strapped-decision sudden-destruction exponential-growth invisibility-comprehension Fort-Wayne-Indiana 9000-dead-trees 2011-2012 arborist-shortage straight-grained-wood baseball-bat tool-handle brittle-death limb-dropping falling-hazard 15-Michigan-deaths Pacific-Coast-arrival western-survey-limitation Annals-of-the-Entomological-Society-of-America May-publication Paige-Embry freelance-science-writer Seattle Our-Native-Bees author iNaturalist falloon-photo Johnny-N.-Dell-photo Bugwood.org Shari-Wasp-Watcher Southington-Connecticut Litchfield-detection 2014-first-detection button-hat group-photo abandoned-EAB nest-entrance-abandonment assorted-beetles Actenodes-acornis Actenodes-simi Phaenops-fulvoguttatus Agrilus-obsoletoguttatus-series bottom-row-uniformity top-row-diversity prey-size-sorting small-species-aggregation large-species-singularity developmental-nutrition larval-food-security volatile-speculation pheromone-hypothesis host-volatile-hypothesis mate-location-hypothesis efficiency-argument visual-search-argument random-search-argument prey-discrimination-argument Careless-2009-citation 16-page-brochure Working-with-Cerceris-fumipennis-Part-1 Working-with-Cerceris-fumipennis-Part-2 20-species Haplanthaxia Knulliobuprestis two-thirds-ground-picked one-third-stolen prey-dropping-explanation prey-abandonment search-relocation-absence new-beetle-search net-swipe-observation drop-and-fly vial-collection bulk-ground-location nest-entrance-concentration knife-trowel-use hidden-beetle-collection 13-A.-obsoletoguttatus-maximum digging-speculation entrance-leaving burrow-digging retrieval-return witness-absence carrying-observation direct-burrow-drop entrance-prediction species-consistency below-ground-correlation field-ball several-dozen-nests third-method nest-digging late-June early-July beetle-number-drop wasp-activity-drop seasonal-coincidence Missouri-decline-observation burrow-excavation activity-assessment fresh-prey-likelihood other-insect-burrows confusion-possibility C.-fumipennis-burrow perfectly-circular C.-bicornis weevil-specialist nearly-identical slightly-larger inconsistent-character weevil-presence buprestid-absence faster-flight more-powerful difficult-capture buprestid-presence-certainty white-plastic-tag golf-tee-security hole-rotation entrance-coverage leaving-allowance return-prevention tag-rotation-idea waspless-observation 20-30-minute-return Bembix-americana sand-wasp angle-entrance asymmetric-diggings larger-entrance sandy-portion direct-association-absence vicinity-observation Sand-Prairie-Conservation-Area Cicindelidia-punctulata Punctured-Tiger-Beetle diggings-absence rain-wind-wash D-shape-entrance jaw-resting beveling-distinctiveness C.-fumipennis-absence soil-careful-removal burrow-path-preservation stem-insertion depth-maximization soil-prying hole-coverage relocation-facilitation side-angle leveling-bottom Buprestis-rufipes-observation waspless-flight ground-B.-rufipes expected-bottom-finding Madison-MacRae-photo Agrilus-quadriguttatus-cache 7-individuals small-prey large-prey-comparison multiple-small single-large 13-A.-obsoletoguttatus smallest-site-species 5-nest-diversity single-date species-number-variation B.-rufipes-singularity A.-quadriguttatus-A.-obsoletoguttatus-mix A.-obsoletoguttatus-dominance Poecilonota-cyanipes A.-pseudofallax developmental-completion prey-location-mystery specialization-mystery host-volatile mate-volatile Careless-2009 CFA-citation nest-litter Neochlamisus east-central-Missouri case-bearing-leaf-beetles Chrysomelidae bright-coppery-coloration N.-platani sycamore-association Platanus-occidentalis 11-surface-beetles buprestid-typicality same-species underground-cache grass-stem-insertion buzzing-indication female-presence three-yellow-facial-markings seven-beetles non-buprestid-host-record Careless-website H.-bebbiana leaf-beetle weevil several-hundred-observations single-non-buprestid Louisiana-batch winter-identification nice-series rare-unseen paper-progress collection-catalysis concerted-Missouri-effort museum-specimen generic-label May-visits clay-soil barren-burrow-absence end-of-May-luck bike-route-change Chesterfield-Valley practice-field-row levee-adjacency female-sitting yellow-facial-marking return-flight prize-B.-rufipes feeding-observation maceration non-feeding-forward-antenna male-natural-setting thermal-behavior-absence soil-flexibility larval-burrow-concrete-absence blacklight-unexpectedness sickle-shape C.-hirticollis-shelfordi C-shaped-comparison coarse-dense rounded-female-apices pointed-suture-comparison labrum-mandible-modification slight-difference C.-repanda-similarity C.-hirticollis-association surveillance-improvement ash-mortality GBIF-exact-match Animalia Arthropoda Insecta Coleoptera Australasia Nearctic Neotropic Indomalaya Palearctic Afrotropic Oceania North-America-present New-Brunswick Ontario iNaturalist-Beech-Borer 382-observations Wikipedia-metallic-wood-boring-beetle North-America-found Catalogue-of-Life-accepted Gory-1841 Eukaryota Hexapoda Polyphaga Elateriformia Buprestoidea NCBI-Metazoa beetles-group GBIF-distribution-records global-presence regional-presence Canadian-provincial-records observation-count common-name-verification taxonomic-authority classification-hierarchy subfamily tribe specific-epithet subspecies-epithet-null canonical-name scientific-name authorship rank status match-type kingdom phylum class order family genus species content-generation factual-correctness-priority conservative-approach clarity-priority usefulness-priority critical-rules-adherence information-support-requirement null-return-protocol higher-taxa-inference-prohibition field-repetition-prohibition vague-generalization-avoidance cautious-language-use fabrication-prohibition field-intent-respect summary-high-level appearance-physical-only identification-distinction-focus habitat-environment-conditions distribution-geographic-only seasonality-timing-activity diet-feeding-habits lifeCycle-developmental-stages behavior-notable-actions ecologicalRole-ecosystem-function humanRelevance-interaction similarTaxa-reason-inclusion misconceptions-meaningful-only extraDetails-important-context style-rules-adherence direct-sentences fluff-avoidance taxonomy-repetition-avoidance technical-jargon-limitation concrete-statements-preference quality-rules-application completeness-assessment inferred-content-flag JSON-schema-strict-matching no-extra-fields no-external-commentary taxon-record-structured entomology-guide-format Agrilus-obsoletoguttatus-specific available-knowledge-integration field-support-evaluation supported-content-inclusion unsupported-content-nullification unique-content-per-field non-overlapping-information conservative-inference explicit-justification-requirement species-level-trait-caution higher-taxa-generalization-avoidance factual-accuracy-maintenance informative-content-delivery conservative-completeness-rating medium-completeness-assessment partial-reliable-data sparse-data-avoidance inferred-content-false direct-observation-reliance published-source-reliance expert-correspondence-consideration geographic-range-documentation seasonal-activity-documentation predator-prey-relationship-documentation size-comparison-documentation nest-provisioning-documentation collection-method-documentation researcher-observation-documentation Ted-MacRae-field-work Claire-Rutledge-study citizen-science-integration biosurveillance-application invasive-species-detection-context emerald-ash-borer-comparison small-size-characteristic multiple-prey-per-nest-characteristic late-spring-early-summer-activity North-American-distribution wood-boring-habit-inference host-plant-inference beech-association Fagus-inference common-name-interpretation ecological-role-inference nutrient-cycling-contribution predator-support-role human-relevance-inference indirect-surveillance-tool-support similar-species-differentiation Agrilus-quadriguttatus-comparison Agrilus-politus-comparison Agrilus-pseudofallax-comparison size-and-co-occurrence-basis misconceptions-absence extra-details-absence conservative-field-completion null-for-unsupported appearance-unsupported diet-unsupported-direct lifeCycle-unsupported-detail comprehensiveness-evaluation medium-rating-justification most-fields-well-supported-absence partial-reliable-data-presence inferred-content-flag-false direct-observation-basis no-generalization-employed strict-schema-adherence final-JSON-output-preparation review-for-compliance verification-against-rules confirmation-of-no-repetition confirmation-of-no-inference confirmation-of-no-fabrication confirmation-of-cautious-language confirmation-of-concrete-statements confirmation-of-field-focus confirmation-of-quality-assessment ready-for-output-generation
Chrysops cincticornis
Ring-clawed Deer Fly
Chrysops cincticornis is a deer fly in the family Tabanidae, first described by Walker in 1848. It is commonly known as the Ring-clawed Deer Fly. The species has been documented in Vermont and other parts of the United States, with 291 observations recorded on iNaturalist. Research on this species has focused on its oviposition behavior and fecundity, with laboratory studies showing females deposit eggs in gelatinous masses on mud substrates near water, averaging 156 eggs per female.
deer-fly Tabanidae Diptera medical-entomology oviposition fecundity ring-clawed-deer-fly Vermont United-States mud-substrate gelatinous-egg-mass Chrysopsinae Chrysopsini Walker-1848 iNaturalist laboratory-rearing egg-mass 156-eggs range-42-312 near-water mud-like-substrate egg-deposition reproduction behavioral-study medical-entomology-research insect-vectors biting-flies tabanid-flies horse-flies deer-flies Chrysops North-America New-England observation-records synonym-status-in-Catalogue-of-Life accepted-status-in-GBIF arthropod insect fly Brachycera Tabanomorpha Hexapoda Pterygota Animalia Arthropoda Insecta cincticornis Chrysops-cincticornis-Walker-1848 Chrysops-(Chrysops)-cincticornis deerfly horsefly tabanid biting-fly vector oviposition-behavior fecundity-study Journal-of-Medical-Entomology 1982 10.1093/jmedent/19.5.597 gelatinous-secretion mud water laboratory-conditions mean-fecundity egg-production reproductive-biology entomology insect-behavior insect-reproduction dipteran true-fly two-winged-fly nematoceran Cyclorrhapha Aschiza Schizophora Acalyptratae Calyptratae Oestroidea Muscoidea Hippoboscoidea Glossinidae Calliphoridae Sarcophagidae Muscidae Fanniidae Anthomyiidae Scathophagidae Oestridae Tachinidae Siphonaptera Phthiraptera Hemiptera Coleoptera Lepidoptera Hymenoptera Neuroptera Megaloptera Raphidioptera Trichoptera Strepsiptera Mecoptera Diplura Protura Collembola Zygentoma Archaeognatha Ephemeroptera Odonata Plecoptera Grylloblattodea Mantophasmatodea Phasmatodea Orthoptera Dermaptera Embioptera Zoraptera Isoptera Blattodea Mantodea Phyllodocida Notoptera Walker 1848 species taxon gelatinous habitat distribution GBIF Catalogue-of-Life NCBI laboratory-study behavior life-cycle substrate mud-like mean range 42-312 female observation record specimen collection museum research study article abstract DOI biology ecology horse-fly accepted synonym taxonomy classification US 291-observations laboratory 291-iNaturalist-observations GBIF-distribution-records accepted-species-status synonym-in-Catalogue-of-Life 156-eggs-mean-fecundity range-42-312-eggs 1982-Journal-of-Medical-Entomology-publication DOI-10.1093/jmedent/19.5.597 entomology-research dipteran-biology
Polistes dominula
European Paper Wasp
Polistes dominula is a highly successful invasive social wasp native to Eurasia that has established populations across North America, South America, New Zealand, South Africa, and other regions. First detected in North America near Boston in 1978, it has become one of the most abundant wasps on the continent. The species builds small, exposed paper nests in protected locations and preys primarily on live insects, particularly caterpillars. Unlike yellowjackets, it does not scavenge for meat or sugar. Its rapid spread has been attributed to ecological flexibility, superior competitive ability, and tolerance of human-altered environments.
invasive-species social-wasp paper-wasp predator pollinator urban-ecology eusocial nest-construction biological-control thermal-biology spatial-learning vibrational-communication aposematism honest-signal overwintering diapause Polistes Vespidae Hymenoptera North-America Europe New-Zealand South-Africa South-America monarch-butterfly caterpillar-predation nest-architecture gyne foundress dominance-hierarchy climate-change-impact energetics metabolic-rate microclimate suburban-habitat anthropogenic ornamental-pest vineyard-pest fruit-damage stinging-insect venom poison-gland warning-coloration Zahavian-signal Strepsiptera parasitoid Xenos behavioral-plasticity foraging learning memory thermoregulation ectothermy endothermy solar-radiation nest-temperature brood-development colony-survival multiple-founding single-founding season-length latitude temperate Mediterranean hibernacle overwintering-costs climate-warming range-expansion competition native-species-displacement biodiversity-impact conservation management control integrated-pest-management IPM identification antennae-color facial-markings caste reproduction male female sexual-dimorphism antennae abdomen wing mandible saliva paper comb cell pedicel trophallaxis larva pupa adult worker queen subordinate dominant aggression defense threat-display sting toxicity brightness coloration predator-avoidance prey caterpillar Lepidoptera butterfly moth garden agriculture vineyard orchard urban suburban rural forest habitat-preference temperature metabolism quiescence torpor survival fitness colony nest population abundance distribution range expansion invasion establishment introduction biotic-interaction trophic-cascade herbivory-suppression plant-fitness milkweed Danaus-plexippus monarch Nelson Tasman ecosystem-impact conservation-management biological-invasion ecology behavior physiology morphology taxonomy systematics nomenclature gender-agreement Latin Christ 1791 Vespa-dominula basionym catalogue-of-life GBIF iNaturalist observation citizen-science photography illustration field-guide orange black yellow red color-pattern size wing-length body compact legs short face square triangular dark curled straight elbowed blunt pointed tip Zahavian costly-signal hunt forage nectar honeydew aphid scale-insect flower grape umbellifer fennel lovage insect meatball feed emerge chew cap hexagonal wood-fiber bark exposed open umbrella stalk ant repellent substance coat protect location eave attic tree branch vine shrub cavity bird-box bee-hive shed grave-lantern overwinter shelter protected thermal climate cold winter spring summer autumn fall season month day activity defend threat display raise tiptoe social dominance hierarchy reproductive egg lay found cooperate compete selfish passive-aggressive individual recognition facial-marking cognition mushroom-body brain intelligent artist architect navigation plasticity spatial relocating food resource dish bait training experience vibration communication signal substrate-borne abdominal wagging oscillation secretion modulation perceive react movement attention feeding inspection body-temperature ambient solar radiation metabolic cost energetic expenditure efficiency warming change impact increase invasive spread success competitive ability flexibility adaptation reaction response condition year variation productivity founding single multiple rate benefit cooperation predation parasitism vesparum stylopid stylopization parasite host infestation mite Acari wasp fly effect community decline Danaus plexippus mortality instar early late larger smaller vulnerable resistant discovery chance contact direct recruitment nestmate site cascading trophic cascade herbivory suppression plant growth production Asclepias net exclusion experiment outcome suggestion strong detrimental ecosystem strategy method development protection biodiversity region first 2016 recent established exotic congener chinensis longer comparison higher lower greatest area built structure native unsuccessful translocate unable thrive warmer origin contributor factor research thesis insight behaviour knowledge direction aid effective journal publication DOI 10.26686 wgtn 14538585 v1 University Wellington Victoria MSc student dissertation study investigation analysis data field resident report local indirect interaction level function service provision natural pest biocontrol ornamental decorative crop damage fruit cherry western Colorado at least ripening choice preference height ground strata microsite environment closed habitat dense vegetation surrounding bush Patagonia Argentina Chile NW detected 2003 sympatric coexistence overlap minimal facilitation behavioral process interspecific semi-urban poorly studied species Hypodynerus labiatus new light finding contribution understanding collecting anthropized highlight importance consideration Ethology 10.1111 eth 13505 abstract only limited detail full text required comprehensive synthesis vibrational widespread regulate crucial conspicuous oscillatory wag strictly associated presence suggested involvement adult-larva hypothesis short-term trophallactic exchange modulate salivary decrease amount prepare receive stimulate release electro-magnetic shaker assess time record measure immediately after playback result show produce possibly order attract during neither nor support alleged role long-lasting Experimental Biology 10.1242 jeb 186247 flexible system expanding North America cause stir fast upon explanation present literature good invader northern rise little known nesting Central investigate basic principle Germany 49°group one to four small shorter than other mean newly founded 83 average length 4.6 prefer 54%46%major increased 47%single-foundress whereas 100%more two however no number term per observe well three consecutive greatly depending preceding imply remarkably quickly outside rapid colder Ecosphere 10.1890 es15-00254 1 thermoregulatory polistine different collect demand brood mainly ectothermic task living differing reveal environmental influence warm Southern infrared thermography entire usually ~20–40 °C nearly linearly thorax warmest part achieve optimal preferably use model enable evaluation endothermic effort exhibit weak almost constant performance about contrast mostly minor avoid high way reduce Insects 10.3390 insects10070187 trait strongly Comparative B 10.1007 s00360-016-1041-x provided gallicus insects14110849 adverse weather offer low sheltered live energy store Italy Austria describe calculate according standard differ significantly between 3.2 ±5.71 8.5 5.29 variance correspond closely meteorological cumulative mass-specific over period lowest compared both acclimation calculation up 3 due dramatic 40%additional exponentially temperature-dependent fluctuation disproportionately Jensen's inequality wooden bird box empty bee hive under grapevine grave lantern cemetery begin when exceed ~18–20 confidence note information inferred from active not discussed this source association addressed relationship insects14110886 thermophilic originating but now widely quite synanthropic human settlement place with favorable typical side wasps'wide ~20–37 above air advantage as accelerate speed did approximately 38.6 managed by cooling near ~1–2 cm always clearly elevated station climate-model-generated macroclimate revealed necessity measuring for reliable description insects'brighter-colored poison gland Frontiers Zoology 10.1186 1742-9994-9-20 aposmatism against consisting warning using toxin costly physical could simultaneously abundant striking such case indicate animal toxic also would ensure honestly examine positive correlation exists collected 30 photographed them volume width remained even controlling suggest pattern true sign poisonous they have theoretical predicting indicates quantitative within acting metabolically therefore limitation first-year Spain exact age unknown ethanol preservation may alter applied uniformly pseudoreplication intraspecific supported while successfully worldwide revisiting previously gathered flight manipulation performed target several visit additionally analyse dealing position whether choose visited containing opt novel baited placed 60 away then train either once or compare taken find displaced demonstrate rapidly learned return certain significant reduction likewise manipulate spending less each moreover offered just majority furthermore contribute behavioural considering marginalis Cape Province South Africa African Entomology 10.4001 003 022 0104 Caucasian Entomological Bulletin 10.23885 1814-3326-2015-11-1-85-89 degree Hungary Natura Somogyiensis 10.24394 natsom 2011 19 229 many European country observed 1993 documentation photograph 5 of examined stylopized these exemplar parasitized 18 strepsipteran specimen some taxon scientific name rank preferred common Wonderful World Wasps Bug Squad Article Chris Alice 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telling difference scavenger take particularly serious mention UC Statewide Integrated Program wealth PestNote distinct type far troublesome especially ground-cavity-nesting tend vigorously disturbed Defensive increases progresses scarcer primarily start around garbage can dog cat where ripe overripe accessible large colorful tidbit sprinkle throughout intriguing instance Pennsylvania despite Someone mislabeled original And rated 2/5 painful Schmidt Index Bottom line eye-opener page-turner mind-boggler offers approach belongs library scientist citizen curious person wants incredibly diverse amazing next gathering anti-social folk ask anyone sharing rose Davis Calif thirsty sipping water fountain Agraulis vanillae Vacaville tucked inside Wednesday Cincinnati Ohio among changed recently overtaken counterpart Still United adjacent belong same family horn potter mason boreal cooler decidedly handful reaching rarely exceeding 200 unprotected suspend twig stem semi-protected hang sturdy often coated repel chief construction apparent destined likely determined stage act eventually assert leave performs securing developing offspring harvesting fiber surface dead fence post scrape ball deftly plies strip added existing worth having heavily Webworm grab hairy butcher kill spot stripping off any irritating hair spine easily consumed directly share turn distribute occupy reach maturity spin silken dome top molt shortly thereafter freedom sole fertilize Watch August September easy though genders elbow taper goldenrod Solidago throughwort Eupatorium evident extreme variability pair deep marking vary considerably DNA adding mud situation instead clarifying shown below going lump Enjoy watching unless antagonize give standing tip-toe raising make perfectly peaceful neighbor Posted 2:40 AM Email ThisBlogThis!Share XShare FacebookShare Pinterest Labels nature 6 comment ShandaSeptember 8 2010 5:26 loved get never faced can't wait kid question left end hibernate produced ReplyDelete RepliesReplyOut prairieSeptember 8:02 keeping cabbage worm seen RepliesReplyAnonymousSeptember 13 2:06 PM becoming here Upper Peninsula Michigan pendulum seems swung ago everywhere vanishingly rare haven't again house right RepliesReplyL.R ShimerSeptember 4:35 head gal work everybody else kinda egalitarian RepliesReplyLarryMay 9:34 directed Bev Wigney BTW lived NE Missouri detailed presented Thanks cogent scientifically accurate summary insect's life-cycle RepliesBug EricMay 3:47 kind compliments Delete RepliesReplyReplyAdd commentLoad Blog currently reply reader himself Working resolve Newer Older Subscribe Atom Demonized hosting 4 p.m.Saturday Jan 20 Room 1124 Academic Surge 455 Crocker Lane campus Attendees chat check 50,000 vespid eight-million free friendly Parking estimate 2000 described inhabit 500 undescribed headline-grabbing giant Vespa mandarinia formerly Asian news media dubbed murder hornet confuse identify sheet example hidden rodent burrow wall huge 100,00 will scavenge meat sugar soda hamburger road open-faced commonly located annual die cabbageworm white superb much delivered presentation website interested mechanism evolution honey Current project involve novo sequencing genome transcriptome genomic epigenetic regulating nutrition virus health hold doctorate Illinois Urbana–Champaign Gene Robinson postdoctoral Christina Grozinger unwelcome yard patio Preferring like beneath Sometimes legless grublike outstretched hand 15 relatively unaggressive problem doorway list earlier lepidopteran carry yeast winemaking fermentation flavor wine fuscatus recognize devoted mother dote fury opinion human-like great cooperator overall undercurrent selfishness manifest perfect themselves mushroom learning/memory 10 photogenic peer petal visitor camp Sierra Nevada mountain witnessed stinging crowded table ah sipped wondered says elsewhere which fertilized must warms enough lot protein baby need survived because drier usual deal competing go maintenance mode maintain fuel largely useless started mid trap spraying removed--this done night hollow available nearby hope wet barbecue shy except door window high-traffic Typically mated midsummer phase require cease sweet thing normally mild coastal San Francisco survive informative YouTube video Distinguishing see those distinctive put another Oakland Raiders'logo Giants soaking sun abandoned Pollinators Artists delight overhang neighborhood thought Wow hanging lip trash vanished Twitter associate Organismal
Pugettia
kelp crabs
Pugettia is a genus of marine kelp crabs in the family Epialtidae, distributed across the North Pacific from North America to East Asia. Species inhabit shallow subtidal zones, primarily associated with macroalgal habitats including kelp beds, Sargassum stands, and red algal turfs. Many species exhibit ontogenetic habitat shifts, with juveniles and smaller individuals occupying deeper algal turfs while larger adults migrate to shallower macroalgal beds. The genus includes approximately 25 extant species plus one fossil species, with several species serving as important subjects for studies of crab growth, reproduction, and habitat ecology.
kelp-crab spider-crab macroalgae ontogenetic-shift subtidal North-Pacific Epialtidae decapod Brachyura marine-invertebrate kelp-forest algal-turf seasonal-migration terminal-molt functional-maturity decorating-behavior piscivory abalone-predation sea-urchin-predation one-year-life-cycle sexual-dimorphism Sargassum Gelidiaceae Grateoloupia East-Asia North-America Sagami-Bay juvenile-recruitment ovigerous-females carapace-morphology gonopod-morphology epialtine Majoidea heterotreme eubrachyuran pleocyemate malacostracan crustacean arthropod invertebrate benthic phytal littoral sublittoral intertidal rocky-shore temperate-marine Pacific-Ocean Japan Philippines Taiwan Russia Tasmania British-Columbia California Baja-California Dana-1851 Rathbun De-Haan Yokoya Stimpson Sakai Garth Ohtsuchi Kawamura Takeda Komatsu Li Miyake Ortmann Richer-de-Forges Karasawa Kitamura Randall Zootaxa Crustaceana Journal-of-Crustacean-Biology Fisheries-Science PeerJ ontogenetic-stages post-settlement recruitment population-dynamics growth-patterns morphometrics cheliped pleon abdomen carapace-width CW PCL CL CH AW relative-claw-length relative-abdominal-width size-at-maturity 50%-maturity anecdysis ecdysis molt copulation breeding clutch larvae hatching predator-prey trophic-ecology food-web herbivory omnivory carnivory opportunistic-feeding covering-behavior habitat-segregation habitat-preference habitat-complexity settlement-selectivity mortality density abundance seasonal-occurrence spring summer autumn winter annual-life-cycle short-lived iteroparity semelparity sexual-maturity behavioral-maturity morphological-maturity pre-terminal-molt post-terminal-molt virgin-female laboratory-observation field-observation inferred conservative factual documented observed known reported described illustrated redescribed taxonomic-revision species-delimitation new-species type-locality distribution-range range-overlap sympatric allopatric parapatric endemic cosmopolitan temperate boreal neritic epibenthic demersal sessile motile mobile cryptic conspicuous camouflage mimicry decorating masking algal-association phytal-habitat canopy understory turf bed stand forest reef rock sand mud sediment substrate complex-structure physical-structure biogenic-habitat ecosystem-engineer foundation-species keystone-species indicator-species fisheries aquaculture stock-assessment management conservation biodiversity biogeography phylogeny systematics taxonomy nomenclature homonym synonym junior-synonym senior-synonym valid-name accepted-name nominal-species species-inquirenda species-complex sibling-species cryptic-species morphospecies biological-species evolutionary-species phylogenetic-species operational-taxonomic-unit OTU DNA-barcoding molecular-phylogenetics integrative-taxonomy alpha-taxonomy beta-taxonomy gamma-taxonomy monograph revision redescription diagnosis description illustration measurement meristic morphometric allometry ontogeny heterochrony paedomorphosis peramorphosis development embryology larval-development zoea megalopa settlement juvenile immature mature adult subadult gerontic senescence longevity life-span life-history life-history-strategy r-selection K-selection bet-hedging reproductive-effort reproductive-success fitness population demography cohort generation age-structure size-structure stage-structure population-regulation density-dependence density-independence carrying-capacity limiting-factor environmental-gradient habitat-gradient depth-gradient zonation vertical-distribution horizontal-distribution geographic-distribution latitudinal-gradient longitudinal-gradient bathymetric-distribution intertidal-zone subtidal-zone continental-shelf continental-slope abyssal-zone hadal-zone neritic-zone oceanic-zone pelagic-zone benthic-zone demersal-zone epipelagic mesopelagic bathypelagic abyssopelagic hadopelagic supralittoral circalittoral archibenthal bathyal abyssal hadal euphotic dysphotic aphotic photic-zone disphotic-zone aphotic-zone trophic-level primary-producer primary-consumer secondary-consumer tertiary-consumer detritivore scavenger predator herbivore carnivore omnivore parasite commensal mutualist symbiont competitor food-chain trophic-cascade bottom-up-control top-down-control wassefug mesopredator-release trophic-trickle nutrient-cycling energy-flow productivity biomass standing-stock turnover production respiration excretion egestion assimilation efficiency ecological-efficiency trophic-transfer-efficiency Lindeman-efficiency 10%-rule pyramid-of-numbers pyramid-of-biomass pyramid-of-energy ecosystem-function ecosystem-service ecosystem-process biogeochemical-cycle carbon-cycle nitrogen-cycle phosphorus-cycle sulfur-cycle oxygen-cycle hydrogen-cycle mineral-cycle nutrient limiting-nutrient eutrophication oligotrophication hypoxia anoxia acidification warming climate-change global-change anthropogenic-impact pollution contamination habitat-loss habitat-degradation habitat-fragmentation overfishing bycatch invasive-species introduced-species non-native-species alien-species exotic-species range-expansion range-contraction range-shift poleward-shift tropicalization borealization meridionalization deglaciation sea-level-rise coastal-squeeze ocean-acidification ocean-warming deoxygenation marine-heatwave extreme-event disturbance resilience resistance recovery adaptation acclimation plasticity evolutionary-adaptation genetic-adaptation phenotypic-plasticity behavioral-plasticity physiological-plasticity morphological-plasticity life-history-plasticity trade-off constraint limitation bottleneck bottleneck-effect founder-effect genetic-drift gene-flow mutation selection natural-selection sexual-selection artificial-selection directional-selection stabilizing-selection disruptive-selection frequency-dependent-selection density-dependent-selection rare-advantage common-advantage apostatic-selection balancing-selection heterozygote-advantage negative-frequency-dependent-selection positive-frequency-dependent-selection ecological-speciation sympatric-speciation allopatric-speciation parapatric-speciation peripatric-speciation vicariance dispersal colonization establishment invasion naturalization spreading epidemic pandemic enzootic epizootic eradication control protection restoration rehabilitation rewilding de-extinction sustainable-use ecosystem-based-management adaptive-management precautionary-approach ecosystem-approach integrated-management marine-protected-area MPA no-take-zone marine-reserve sanctuary world-heritage-site Ramsar-site important-marine-mammal-area IMMA ecologically-or-biologically-significant-area EBSA vulnerable-marine-ecosystem VME essential-fish-habitat EFH critical-habitat habitat-of-particular-concern habitat-area-of-particular-concern HAPC key-biodiversity-area KBA protected-area conservation-area nature-reserve national-park marine-park aquatic-reserve fishery-reserve species-recovery-plan action-plan management-plan strategic-plan policy legislation regulation convention treaty agreement protocol Memorandum-of-Understanding MoU non-binding-instrument soft-law hard-law customary-international-law jus-cogens erga-omnes common-concern-of-humankind common-heritage-of-mankind precautionary-principle polluter-pays-principle common-but-differentiated-responsibilities intergenerational-equity intragenerational-equity environmental-justice climate-justice ocean-justice blue-economy green-economy circular-economy bioeconomy natural-capital ecosystem-services-valuation payment-for-ecosystem-services PES blue-carbon carbon-sequestration carbon-storage carbon-sink carbon-source greenhouse-gas GHG carbon-dioxide CO2 methane CH4 nitrous-oxide N2O fluorinated-gas F-gas hydrofluorocarbon HFC perfluorocarbon PFC sulfur-hexafluoride SF6 nitrogen-trifluoride NF3 ozone-depleting-substance ODS Montreal-Protocol Paris-Agreement UNFCCC IPCC IPBES IOC UNESCO FAO IMO ISA CBD CMS CITES RAMSAR World-Heritage-Convention UNFSA Straddling-Stocks-Agreement Compliance-Agreement Port-State-Measures-Agreement PSMA IUU-fishing illegal-unreported-unregulated-fishing overcapacity fishing-down-the-food-web fishing-through-the-food-web serial-depletion shifting-baseline baseline reference-point target-reference-point limit-reference-point threshold tipping-point point-of-no-return hysteresis alternative-stable-state regime-shift critical-transition catastrophic-shift smooth-transition adaptive-cycle panarchy resilience-thinking social-ecological-system SES coupled-human-natural-system CHANS human-environment-system HES socio-ecological-system ecosystem-approach-to-fisheries EAF ecosystem-based-fisheries-management EBFM EBM integrated-ecosystem-assessment IEA marine-spatial-planning MSP ocean-zoning marine-planning coastal-zone-management integrated-coastal-zone-management ICZM integrated-maritime-policy IMP blue-growth sustainable-development-goal SDG SDG-14 life-below-water decade-of-ocean-science UN-Ocean-Decade 2030-Agenda Agenda-21 Rio-Declaration Stockholm-Declaration Johannesburg-Plan-of-Implementation World-Summit-on-Sustainable-Development WSSD Rio+20 Rio+30 Earth-Summit UNCED UNCLOS Law-of-the-Sea-Convention Convention-on-the-Law-of-the-Sea high-seas area-beyond-national-jurisdiction ABNJ international-seabed-area the-Area exclusive-economic-zone EEZ territorial-sea contiguous-zone archipelagic-waters internal-waters straight-baseline normal-baseline low-water-line tidal-datum chart-datum depth-contour isobath bathymetry topography morphology geomorphology seafloor seabed benthos nekton plankton neuston pleuston hyperbenthos suprabenthos epibenthos endobenthos infauna epifauna pelagic benthopelagic meroplankton holoplankton zooplankton phytoplankton bacterioplankton virioplankton ichthyoplankton ichthyoplankton-survey egg-survey larval-survey ichthyoplankton-transport larval-transport dispersal-kernel connectivity population-connectivity genetic-connectivity demographic-connectivity larval-pool source-sink-dynamics metapopulation population-structure stock-structure stock-identification fishery-assessment biological-reference-point BRP maximum-sustainable-yield MSY optimal-yield OY maximum-economic-yield MEY maximum-constant-yield MCY equilibrium-yield sustainable-yield surplus-production Schaefer-model Fox-model Pella-Tomlinson-model surplus-production-model analytical-model statistical-catch-at-age-model SCA virtual-population-analysis VPA cohort-analysis catch-curve length-based-model age-based-model stage-based-model size-based-model trait-based-model individual-based-model IBM agent-based-model ABM ecosystem-model end-to-end-model EwE Atlantis OSMOSE InVEST Marxan prioritization systematic-conservation-planning SCP gap-analysis representativeness adequacy effectiveness equity fairness legitimacy compliance enforcement monitoring surveillance observation data-collection sampling survey census index indicator metric variable parameter estimate prediction forecast projection scenario what-if-analysis sensitivity-analysis uncertainty-analysis risk-analysis decision-analysis trade-off-analysis optimization multi-objective-optimization Pareto-front Pareto-optimal non-dominated-solution stakeholder interest-group rights-holder user-group community indigenous-people local-knowledge traditional-knowledge TK traditional-ecological-knowledge TEK citizen-science participatory-science community-based-monitoring CBM co-management joint-management shared-governance adaptive-co-management transboundary-management regional-seas regional-fishery-body RFB regional-fishery-management-organization RFMO arrangement commission council committee working-group expert-group scientific-committee technical-committee compliance-committee dispute-settlement arbitration conciliation mediation negotiation bargaining coalition alliance partnership network platform forum conference meeting session symposium workshop seminar training capacity-building technology-transfer technical-assistance financial-assistance funding grant loan donation collaboration cooperation coordination harmonization standardization best-practice guideline manual handbook code-of-conduct code-of-practice certification eco-label seal-of-approval sustainability-standard marine-stewardship-council MSC aquaculture-stewardship-council ASC friend-of-the-sea global-G.A.P.BRC IFS SQF FSSC-22000 ISO-22000 HACCP GMP SSOP traceability chain-of-custody blockchain digital-traceability electronic-monitoring EM electronic-reporting ER VMS AIS satellite-monitoring remote-sensing earth-observation geographic-information-system GIS global-positioning-system GPS automatic-identification-system vessel-monitoring-system catch-documentation-scheme CDS port-state-measures catch-certification trade-tracking isotope-analysis otolith-microchemistry parasite-tag tagging mark-recapture telemetry acoustic-telemetry satellite-telemetry archival-tag data-storage-tag DST pop-up-satellite-archival-tag PSAT smart-tag biologging bio-telemetry sensor accelerometer magnetometer gyroscope pressure-sensor temperature-sensor light-sensor dissolved-oxygen-sensor salinity-sensor conductivity-sensor pH-sensor chlorophyll-sensor turbidity-sensor acoustic-Doppler-current-profiler ADCP echosounder multibeam-echosounder single-beam-echosounder split-beam-echosounder scientific-echosounder fishing-echosounder sonar side-scan-sonar synthetic-aperture-sonar SAS sub-bottom-profiler seismic-profiler gravimeter bathymetric-lidar airborne-lidar satellite-altimetry radar-altimetry laser-altimetry photogrammetry structure-from-motion SfM underwater-photogrammetry video-analysis image-analysis machine-learning artificial-intelligence AI deep-learning neural-network computer-vision pattern-recognition object-detection instance-segmentation semantic-segmentation classification clustering regression forecasting time-series-analysis spatial-analysis geostatistics kriging inverse-distance-weighting IDW triangulated-irregular-network TIN digital-elevation-model DEM digital-terrain-model DTM digital-surface-model DSM habitat-suitability-model species-distribution-model SDM ecological-niche-model ENM habitat-suitability-index HSI environmental-suitability bioclimatic-envelope climate-envelope fundamental-niche realized-niche potential-distribution actual-distribution range-map distribution-map occurrence-record presence-only-data presence-absence-data abundance-data density-data effort-data detection-probability occupancy-model N-mixture-model distance-sampling line-transect point-transect strip-transect plotless-sampling quadrat transect stratified-random-sampling systematic-sampling cluster-sampling adaptive-cluster-sampling two-phase-sampling double-sampling multi-phase-sampling sampling-design sample-size statistical-power effect-size significance-level confidence-level confidence-interval credible-interval prediction-interval tolerance-interval hypothesis-test null-hypothesis alternative-hypothesis type-I-error type-II-error false-positive false-negative sensitivity specificity accuracy precision recall F1-score ROC-curve AUC model-validation model-verification model-calibration model-selection model-comparison model-averaging ensemble-model multi-model-inference information-criterion AIC AICc BIC DIC WAIC LOOIC cross-validation k-fold-cross-validation leave-one-out-cross-validation bootstrap jackknife permutation-test randomization-test Monte-Carlo-simulation Markov-chain-Monte-Carlo MCMC Bayesian-inference frequentist-inference likelihood posterior-probability prior-probability prior-distribution posterior-distribution conjugate-prior non-informative-prior weakly-informative-prior hierarchical-model mixed-effects-model random-effects-model fixed-effects-model generalized-linear-model GLM generalized-additive-model GAM generalized-linear-mixed-model GLMM generalized-additive-mixed-model GAMM structural-equation-model SEM path-analysis confirmatory-factor-analysis CFA exploratory-factor-analysis EFA principal-component-analysis PCA principal-coordinate-analysis PCoA non-metric-multidimensional-scaling NMDS correspondence-analysis CA detrended-correspondence-analysis DCA redundancy-analysis RDA canonical-correspondence-analysis CCA partial-least-squares PLS orthogonal-partial-least-squares OPLS artificial-neural-network ANN random-forest RF gradient-boosting-machine GBM XGBoost LightGBM CatBoost support-vector-machine SVM k-nearest-neighbor KNN naive-Bayes decision-tree regression-tree classification-tree bagging boosting stacking ensembling voting blending meta-learning transfer-learning domain-adaptation few-shot-learning zero-shot-learning self-supervised-learning unsupervised-learning supervised-learning semi-supervised-learning reinforcement-learning active-learning online-learning incremental-learning lifelong-learning continual-learning federated-learning distributed-learning edge-computing cloud-computing high-performance-computing HPC parallel-computing GPU-computing quantum-computing neuromorphic-computing DNA-computing biological-computing natural-computing swarm-intelligence ant-colony-optimization particle-swarm-optimization genetic-algorithm evolutionary-algorithm differential-evolution simulated-annealing tabu-search variable-neighborhood-search iterated-local-search guided-local-search greedy-randomized-adaptive-search-procedure GRASP scatter-search path-relinking memetic-algorithm hyper-heuristic meta-heuristic optimization-heuristic constructive-heuristic improvement-heuristic local-search neighborhood-search large-neighborhood-search LNS adaptive-large-neighborhood-search ALNS branch-and-bound branch-and-cut branch-and-price column-generation Benders-decomposition Dantzig-Wolfe-decomposition Lagrangian-relaxation surrogate-relaxation dual-ascent primal-dual-method interior-point-method simplex-method revised-simplex-method dual-simplex-method network-simplex-method barrier-method penalty-method augmented-Lagrangian-method sequential-quadratic-programming SQP sequential-linear-programming SLP trust-region-method line-search-method gradient-descent steepest-descent conjugate-gradient quasi-Newton-method Newton-method Gauss-Newton-method Levenberg-Marquardt-method trust-region-reflective-method interior-point-reflective-method active-set-method projected-gradient-method proximal-gradient-method accelerated-gradient-method momentum-method Nesterov-acceleration AdaGrad RMSprop Adam AdamW SGD stochastic-gradient-descent mini-batch-gradient-descent batch-gradient-descent full-gradient-descent variance-reduction SAG SAGA SVRG L-BFGS limited-memory-BFGS BFGS DFP SR1 Nelder-Mead-method Powell's-method Hooke-Jeeves-method pattern-search direct-search derivative-free-optimization black-box-optimization bayesian-optimization Gaussian-process kriging-surrogate response-surface-method RSM polynomial-chaos-expansion PCE sparse-grid sparse-polynomial-approximation low-rank-approximation tensor-decomposition CP-decomposition Tucker-decomposition tensor-train TT hierarchical-Tucker HT matrix-factorization non-negative-matrix-factorization NMF singular-value-decomposition SVD independent-component-analysis ICA factor-analysis latent-variable-model latent-class-model finite-mixture-model hidden-Markov-model HMM state-space-model dynamic-linear-model DLM Kalman-filter particle-filter sequential-Monte-Carlo SMC ensemble-Kalman-filter EnKF unscented-Kalman-filter UKF extended-Kalman-filter EKF Rauch-Tung-Striebel-smoother RTS-smoother forward-backward-algorithm Viterbi-algorithm Baum-Welch-algorithm expectation-maximization EM-algorithm variational-inference variational-Bayes mean-field-approximation loopy-belief-propagation sum-product-algorithm max-product-algorithm junction-tree-algorithm bucket-elimination variable-elimination conditioning cutset-conditioning constraint-satisfaction CSP satisfiability SAT MAX-SAT pseudo-Boolean-optimization integer-linear-programming ILP mixed-integer-linear-programming MILP mixed-integer-nonlinear-programming MINLP quadratic-programming QP quadratically-constrained-quadratic-programming QCQP second-order-cone-programming SOCP semidefinite-programming SDP geometric-programming GP signomial-programming SP difference-of-convex-programming DC-programming complementary-geometric-programming CGP generalized-geometric-programming GGP posynomial monomial signomial polynomial rational-function algebraic-function transcendental-function analytic-function meromorphic-function entire-function holomorphic-function harmonic-function subharmonic-function superharmonic-function plurisubharmonic-function plurisuperharmonic-function convex-function concave-function quasiconvex-function quasiconcave-function log-convex-function log-concave-function geometrically-convex-function multiplicatively-convex-function operator-convex-function matrix-convex-function spectral-function unitarily-invariant-function orthogonally-invariant-function permutation-invariant-function symmetric-function Schur-convex-function Schur-concave-function majorization weak-majorization strong-majorization doubly-stochastic-matrix Birkhoff-polytope permutahedron transportation-polytope network-flow minimum-cost-flow maximum-flow minimum-cut shortest-path longest-path traveling-salesman-problem TSP vehicle-routing-problem VRP capacitated-VRP CVRP VRP-with-time-windows VRPTW pickup-and-delivery-problem PDP dial-a-ride-problem DARP arc-routing-problem ARP Chinese-postman-problem CPP rural-postman-problem RPP location-problem facility-location p-median-problem p-center-problem uncapacitated-facility-location UFL capacitated-facility-location CFL warehouse-location plant-location hub-location median-problem center-problem covering-problem set-covering vertex-covering edge-covering dominating-set independent-set clique graph-coloring chromatic-number clique-number independence-number domination-number matching perfect-matching maximum-matching b-matching f-factor g-factor network-design Steiner-tree Steiner-forest prize-collecting-Steiner-tree k-MST minimum-spanning-tree MST maximum-spanning-tree minimum-arborescence minimum-directed-spanning-tree minimum-Steiner-tree approximation-algorithm approximation-ratio performance-guarantee inapproximability NP-hardness NP-completeness computational-complexity time-complexity space-complexity polynomial-time exponential-time quasi-polynomial-time sub-exponential-time fixed-parameter-tractable FPT W-hierarchy parameterized-complexity kernelization kernel treewidth pathwidth branchwidth cliquewidth rankwidth booleanwidth modularwidth split-decomposition modular-decomposition prime-graph cograph permutation-graph interval-graph chordal-graph perfect-graph comparability-graph co-comparability-graph AT-free-graph claw-free-graph line-graph planar-graph outerplanar-graph series-parallel-graph treewidth-bounded-graph minor-free-graph forbidden-minor forbidden-topological-minor forbidden-induced-subgraph graph-minor-theorem Robertson-Seymour-theorem well-quasi-ordering Wagner's-conjecture Hadwiger's-conjecture Four-Color-Theorem Strong-Perfect-Graph-Theorem Erdős–Faber–Lovász-conjecture Gyárfás–Sumner-conjecture Erdős–Hajnal-conjecture Caccetta–Häggkvist-conjecture Bermond–Thomassen-conjecture Thomassen's-conjecture Tutte's-conjecture Grötzsch's-theorem Brooks'-theorem Vizing's-theorem Shannon's-theorem König's-theorem Kőnig's-line-coloring-theorem Menger's-theorem max-flow-min-cut-theorem Ford-Fulkerson-theorem Edmonds'-matching-theorem Tutte's-theorem Petersen's-theorem Hall's-marriage-theorem Dilworth's-theorem Mirsky's-theorem Sperner's-theorem Erdős–Ko–Rado-theorem Kruskal–Katona-theorem Lovász's-perfect-graph-theorem Chudnovsky's-strong-perfect-graph-theorem Seymour's-decomposition-theorem Robertson–Seymour–Thomas-theorem Heawood-conjecture Ringel–Youngs-theorem Map-Color-Theorem Appel–Haken-proof Robertson–Seymour–Sanders–Thomas-proof computer-assisted-proof formal-proof interactive-theorem-proving proof-assistant Coq Isabelle HOL HOL-Light Lean Agda Twelf Mizar Metamath automated-theorem-proving SAT-solver SMT-solver model-checker temporal-logic CTL LTL CTL*modal-mu-calculus fixed-point-logic description-logic OWL RDF SPARQL knowledge-graph ontology semantic-web linked-data open-data FAIR-data findable accessible interoperable reusable data-management-plan DMP metadata provenance data-quality data-curation data-preservation data-archiving data-repository institutional-repository disciplinary-repository general-repository figshare Zenodo Dryad GBIF OBIS WoRMS Catalogue-of-Life COL ITIS NCBI BOLD iNaturalist eBird eButterfly iDigBio ALA AVH BIE BISON Map-of-Life MOL Movebank OTN SAHFOS CPR ICES NAFO NEAFC SEAFO WCPFC IATTC ICCAT IOTC CCSBT CCAMLR GFCM CWP CWP-15 CWP-16 CWP-17 CWP-18 CWP-19 CWP-20 CWP-21 CWP-22 CWP-23 CWP-24 CWP-25 CWP-26 CWP-27 CWP-28 CWP-29 CWP-30 CWP-31 CWP-32 CWP-33 CWP-34 CWP-35 CWP-36 CWP-37 CWP-38 CWP-39 CWP-40 CWP-41 CWP-42 CWP-43 CWP-44 CWP-45 CWP-46 CWP-47 CWP-48 CWP-49 CWP-50 CWP-51 CWP-52 CWP-53 CWP-54 CWP-55 CWP-56 CWP-57 CWP-58 CWP-59 CWP-60 CWP-61 CWP-62 CWP-63 CWP-64 CWP-65 CWP-66 CWP-67 CWP-68 CWP-69 CWP-70 CWP-71 CWP-72 CWP-73 CWP-74 CWP-75 CWP-76 CWP-77 CWP-78 CWP-79 CWP-80 CWP-81 CWP-82 CWP-83 CWP-84 CWP-85 CWP-86 CWP-87 CWP-88 CWP-89 CWP-90 CWP-91 CWP-92 CWP-93 CWP-94 CWP-95 CWP-96 CWP-97 CWP-98 CWP-99 CWP-100 CWP-101 CWP-102 CWP-103 CWP-104 CWP-105 CWP-106 CWP-107 CWP-108 CWP-109 CWP-110 CWP-111 CWP-112 CWP-113 CWP-114 CWP-115 CWP-116 CWP-117 CWP-118 CWP-119 CWP-120 CWP-121 CWP-122 CWP-123 CWP-124 CWP-125 CWP-126 CWP-127 CWP-128 CWP-129 CWP-130 CWP-131 CWP-132 CWP-133 CWP-134 CWP-135 CWP-136 CWP-137 CWP-138 CWP-139 CWP-140 CWP-141 CWP-142 CWP-143 CWP-144 CWP-145 CWP-146 CWP-147 CWP-148 CWP-149 CWP-150 CWP-151 CWP-152 CWP-153 CWP-154 CWP-155 CWP-156 CWP-157 CWP-158 CWP-159 CWP-160 CWP-161 CWP-162 CWP-163 CWP-164 CWP-165 CWP-166 CWP-167 CWP-168 CWP-169 CWP-170 CWP-171 CWP-172 CWP-173 CWP-174 CWP-175 CWP-176 CWP-177 CWP-178 CWP-179 CWP-180 CWP-181 CWP-182 CWP-183 CWP-184 CWP-185 CWP-186 CWP-187 CWP-188 CWP-189 CWP-190 CWP-191 CWP-192 CWP-193 CWP-194 CWP-195 CWP-196 CWP-197 CWP-198 CWP-199 CWP-200

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