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Hara andJezabel Powers andsensitivewildlifemonitors HerrickHanks Teri Nicholson JenniferParkin JudiRomero andBillStandley Developmentandtestingofthe MicaSense RedEdge Mwas providedbyBenErwinandBrentRoman Helpfulfeedback onthismanuscriptwasprovidedbyTom Bell Universityof CaliforniaSantaBarbara WoodsHoleOceanographicInstitute andNikyTaylor UniversityofCaliforniaSantaCruz SUPPLEMENTARYMATERIAL The SupplementaryMaterialfor this article canbefoundonline at https www frontiersin org articles 10 3389 fenvs 2022 690963 full supplementary material REFERENCE S Beas Luna R Micheli F Woodson C B Carr M Malone D Torre J etal 2020 GeographicVariation inResponsesof KelpForestCommunitiesofthe CaliforniaCurrentto RecentClimaticChanges Glob Chang Biol 26 6457 Œ 6473 doi 10 1111 gcb 15273 Bell T W Allen J G Cavanaugh K C andSiegel D A 2020b ThreeDecades of Variability inCalifornia sGiantKelpForestsfromtheLandsatSatellites Remote Sens Environ 238 110811 doi 10 1016 j rse 2018 06 039 Bell T W Cavanaugh K C andSiegel D A 2015 RemoteMonitoringofGiant Kelp BiomassandPhysiologicalCondition AnEvaluationofthePotentialfor theHyperspectralInfraredImager HyspIRI Mission RemoteSens Environ 167 218 Œ 228 doi 10 1016 j rse 2015 05 003 Bell T W Nidzieko N J Siegel D A Miller R J Cavanaugh K C Nelson N B etal 2020a TheUtilityof SatellitesandAutonomousRemoteSensingPlatforms forMonitoringOffshoreAquacultureFarms ACaseStudyforCanopyForming Kelps Front Mar Sci 7 520223 doi 10 3389 fmars 2020 520223 Cavanaugh K C Cavanaugh K C Bell T W andHockridge E G 2021 An AutomatedMethodfor MappingGiantKelp CanopyDynamicsfromUAV Front Environ Sci 8 587354 doi 10

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text:
3389 fenvs 2020 587354 Cavanaugh K C Reed D C Bell T W Castorani M C N Beas luna R and Barrett N S 2019 SpatialVariabilityinthe ResistanceandResilienceofGiant KelpinSouthernandBajaCaliforniatoaMultiyearHeatwave Front Mar Sci 6 1 Œ 14 doi 10 3389 fmars 2019 00413 Cavanaugh K Siegel D Kinlan B andReed D 2010 Scaling GiantKelpField MeasurementstoRegional Scales UsingSatelliteObservations Mar Ecol Prog Ser 403 13 Œ 27 doi 10 3354 meps08467 Frontier sinEnvironmentalScience www frontiersin orgJuly2022 Volume10 Article690963 14 McPhersonandKudela Patch Speci cCharacteristicsChallengeBiomassEstimation Cavanaugh K Siegel D Reed D andDennison P 2011 Environmental ControlsofGiant Kelp BiomassintheSantaBarbaraChannel California Mar Ecol Prog Ser 429 1 Œ 17 doi 10 3354 meps09141 Dayton P K Currie V Gerrodette T Keller B D Rosenthal R andTresca D V 1984 PatchDynamicsandStabilityofSomeCaliforniaKelpCommunities Ecol Soc Am 54 253 Œ 289 doi 10 2307 1942 498 Dayton P K Tegner M J Edwards P B andRiser K L 1999 Temporaland SpatialScalesofKelpDemography TheRoleofOceanographicClimate Ecol Mo no gr 69 219 Œ 250 doi 10 1890 0012 9615 1999 069 0219 tassok 2 0 co 2 Dexter K F Wernberg T Grace S P Thormar J Fredriksen S Narvaez C N etal 2020 MarineHeatwavesandthe Collapse ofMarginalNorthAtlantic KelpForests Sci Rep 10 13388 doi 10 1038 s41598

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text:
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text:
T Raimondi P Edwards C A Drake P T etal 2015 EnvironmentalControlsonSpatialPatternsintheLong Term PersistenceofGiant KelpinCentralCalifornia Ecology 86 45 Œ 60 doi 10 1890 15 0267 1 Con ictofInterest Theauthorsdeclarethattheresearchwas conductedinthe absenceofanycommercialor nancialrelationships thatcouldbeconstruedasa potentialcon ictofinterest Publisher sNote Allclaimsexpressedinthisarticleare solelythoseoftheauthors anddonotnecessarilyrepresentthoseoftheiraf liatedorganizations orthoseof thepublisher theeditorsand thereviewers Anyproductthatmaybeevaluatedin thisarticle or claim thatmaybemadebyitsmanufacturer isnotguaranteedor endorsedbythepublisher Copyright 2022McPhersonandKudela Thisisanopen access articledistributed under thetermsoftheCreative CommonsAttributionLicense CCBY Theuse distributionorreproductioninotherforumsispermitted provided theoriginal author s andthecopyrightowner s arecreditedandthattheoriginalpublication in thisjournaliscited in accordancewithacceptedacademicpractice Nouse distributionorreproductionispermittedwhichdoesnotcomplywiththese terms Frontier sinEnvironmentalScience www frontiersin orgJuly2022 Volume10 Article690963 15 McPhersonandKudela Patch Speci cCharacteristicsChallengeBiomassEstimation Content courtesy of Springer Nature terms of use apply Rights reserved Content courtesy of Springer Nature terms of use apply Rights reserved Content courtesy of Springer Nature terms of use apply Rights reserved Content courtesy of Springer Nature terms of use apply Rights reserved Content courtesy of Springer Nature terms of use apply Rights reserved Content courtesy of Springer Nature terms of use apply Rights reserved Content courtesy of Springer Nature terms of use apply Rights reserved Content courtesy of Springer Nature terms of use apply Rights reserved Content courtesy of Springer Nature terms of use apply Rights reserved 1 2 3 4 5 6 Terms and Conditions Springer Nature journal

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text:
from third parties If you would like to use or distribute our Springer Nature journal content to a wider audience or on a regular basis or in any other manner not expressly permitted by these Terms please contact Springer Nature at onlineservice springernature com Urban Kelp Research Pro ject 2022 year end rep ort to the Port of Seattle Seattle Aquarium j Conservation Programs and Partnerships Zachary Randell Ph D Research Scientist Megan Williams M S Research Technician Shawn Larson Ph D Senior Conservation Research Manager July 18 2023 Contents 1 Overview 1 1 1 Overview text go es he re 1 1 S u mm ary T itle P age Titl e R ER 2021 Mapping seascap es of kelp fore st compl exit y connecti vit y and resil ience with and without keyston e spe cies along t he Olympi c C oast P I Dr S hawn Larson S eatt le Aquarium 1483 Alaskan W ay P ier 59 S eatt le Washing ton 98101 206 618 3762 c ell 206 682 7240 of fice S larson seatt leaqua rium org R equested funding amou nts 2021 2022 494 852 28 2022 2023 491 503 59

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text:
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