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Machine Learning Research 2011 6 35 Alberto Rodriguez Ramirez Manuel Gonz alez Rivero Os car Beijbom Christophe Bailhache Pim Bongaerts Kris ten T Brown Dominic EP Bryant Peter Dalton Sophie Dove Anjani Ganase et al A contemporary baseline record of the world s coral reefs Scienti c data 7 1 1Œ15 2020 4 36 ASM Shihavuddin Nuno Gracias Rafael Garcia Arthur CR Gleason and Brooke Gintert Image based coral reef classi cation and thematic mapping Remote Sensing 5 4 1809Œ 1841 2013 4 37 Karen Simonyan and Andrew Zisserman Very deep convo lutional networks for large scale image recognition arXiv preprint arXiv 1409 1556 2014 2 4 5 6 7 38 Leslie N Smith and Nicholay Topin Super convergence Very fast training of neural networks using large learning rates In Arti cial Intelligence and Machine Learning for Multi Domain Operations Applications International Soci ety for Optics and Photonics 2019 6 39 Mingxing Tan and Quoc Le Ef cientnet Rethinking model scaling for convolutional neural networks In ICML 2019 4 5 6 7 8 40 Tali Treibitz Benjamin P Neal David I Kline Oscar Bei jbom Paul LD Roberts B Greg Mitchell and David Krieg man Wide eld of view uorescence

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text:
imaging of coral reefs Scienti c reports 5 1 1Œ9 2015 4 41 Vasilis Trygonis and Maria Sini photoquad a dedicated seabed image processing software and a comparative error analysis of four photoquadrat methods Journal of Experi mental Marine Biology and Ecology 424 99Œ108 2012 2 42 I D Williams C Couch O Beijbom T Oliver B Vargas Angel B Schumacher and R Brainard Leveraging auto mated image analysis tools to transform our capacity to as sess status and trends on coral reefs Frontiers in Marine Science 2019 4 43 Martin Zurowietz Daniel Langenk amper Brett Hosking Henry A Ruhl and Tim W Nattkemper MaiaŠa machine learning assisted image annotation method for environmen tal monitoring and exploration PloS one 2018 4 Puget Sound Kelp Conservation and Recovery Plan May 2020 P r e pa r e d by t he Nor t hwe s t St r a it s Commi s s i on N OAA s Nat i onal Mar i ne Fi sheries Ser vi ce Puget Sound Re s t or a ti on Fund Wa s hi ngt on St ate Depar t ment of Nat ural Resour ces and Mar i ne Agr ono

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text:
mi c s Puget Sound Kelp Co ns er vat ion and Rec ov ery Plan M ay 2020 i Our shar ed vision for thr i ving kel p forests in P uget Sound Vibrant kelp forests arevital to the health of Puge t Sound a nd Sa l i s h Se a The y pr ovide c r it i ca l r e fuge fe e ding a nd nur se r y gr ounds for for a ge fi s h r oc kfi s h a nd s a l mon a s we l l a s fue l i ng food we bs t ha t s uppor t he al t hy bi r d a nd ma r i ne ma mma l popul at i ons Š i nc l uding Sout he r n Re s i de nt ki l ler whal es Mo unt i nge vi de nc e point s t o si gni fic a nt l oc a l dec l i nes of ke lp for e s t s t hroughout Puge t Sound I n r e s pons

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text:
me Laura Blackmore Hilary S Franz E xecutive Director Puget Sound Partnership Commissioner of Public Lands Laura Watson Kelly Susewind Director Washington State Department of Ecology Director Washington Department of Fish and Wildlife Lorraine Loomis Barry A Thom Chair Northwest Indian Fisheries Commission West Coast Regional Administrator National Marine Fisheries Serv ice Leonard F orsman Thomas D Wooten Cha i r ma n S uqua mi s h Tr i be Cha i r ma n S a mi s h I ndi a n Nation Jeromy Sullivan W Ron Allen Chairman Port Gamble S Klallam Tribe Tribal Chairman CEO of the Jamestown S Klallam Tribe David Bean Betsy Peabody Chairman Puyallup Tribe Executive Director Puget Sound Restoration Fund Puget Sound Kelp Co ns er vat ion and Rec ov ery Plan M ay 2020 ii Lucas Hart Don Hunger Director Northwest Straits Commission Director Northwest Straits Foundation Tom Mumford Jennifer Browning Owner Marine Agronomics L L C Director Conserving Marine Life in the U S The Pew Cha ritable Trusts Joseph K Gaydos Ginny Broadhurst Science Director SeaDoc Society Director Salish Sea Institute at WWU Robert W Davidson President CEO Seattle Aquarium Want to join us in our shared

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text:
vision for kelp Sign on to the vision statement by adding your organization here https nwstraits org our work kelp Puget Sound Kelp Co ns er vat ion and Rec ov ery Plan M ay 2020 iii Author s Kelp Core Team Max Calloway Puget Sound Restoration Fund and Washington State Department of Natural Resources Dana Oster Northwest Straits Commission Helen Berry Washington State Department of Natural Resources Tom Mumford Marine Agronomics LLC Nicole Naar NOAA s National Marine Fisheries Service Betsy Peabody Puget Sound Restoration Fund L ucas Hart Northwest Straits Commission Dan Tonnes NOAA s National Marine Fisheries Service Steve Copps NOAA s National Marine Fisheries Service James Selleck NOAA s National Marine Fisheries Service Brian Allen Puget Sound Restoration Fund Jodie Toft Puget Sound Restoration Fund T o reference this document please use the following Calloway M D Oster H Berry T Mumford N Naar B Peabody L Hart D Tonnes S Copps J Selleck B Allen and J Toft 2020 Puget Sound kelp conservation and recovery plan Prepared for NOAA NMFS Seattle WA 52 pages plus appendices Availa ble at https nwstraits org our work kelp Funding This work was made possible thanks to support from

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text:
the Northwest Straits Marine Conservation Foundation and NOAA s National Marine Fisheries Service NMFS who recognized the need for this document Illustration above used with permission of Claudia Makeyev Cover Photo Bull kelp forest Image courtesy of Eiko Jones Photography Puget Sound Kelp Co ns er vat ion and Rec ov ery Plan M ay 2020 iv Acknowl edgm ents We deepl y appr ecia t e t he co mment s fr o m a pan el of peer r evi ewer s whose r evi ew subst anti all y c ont ri but e d to t he s c ope a nd br e a dt hof t hi s docume nt We ar e gr at eful for the feedback recei ved dur i ng public c omme nt fr o m i ndi vidua l s a nd or ga ni za t i on s s uppor ti ngt he pl a n a nd pr o vi di ng i nva l ua bl e fe e dba c k e dit s a nd food for t hought M a ny t ha nks t o t he Sa mi s

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text:
nted t he fol l owing or ga ni za ti ons Clallam Marine Resources Committee Friends of the San Juan s Island Marine Resources Committee Jamestown S Klallam Tribe Jefferson Marine Resources Committee King County Department of Natural Resources Marine Agronomics LLC Natural Resources Consultants N ational O ceanic and A tmospheric Administration Northwest Straits Commission Northwest Straits Foundation Padilla Bay National E stuarine Research Reserve Paua Marine Research Group Port Ga mble S Klallam Tribe Project Watershed British Columbia Puget Sound Partnership Puget Sound Restoration Fund Puyallup Tribe Samish Indian Nati on San Juan Marine Resources Committee San Juan Salmon Recovery Lead Entity Simon Fraser University Skagit Marine Resources Committee Snohomish Marine Resources Committee Stillaguamish Tribe Suquamish Tribe Surfrider Foundation Swinomish Indian Tribal Community Tulalip Tribes University of British Columbia University of California Davis University of Chicago University of Victoria University of Washington University of Wisconsin Milwaukee United States Army Corps of E ngineers United States Geological Survey Washington Department of Ecology Washington Department of Fish and Wildlife Washington State Department of Natural Resources Western Washington University Whatcom Marine Resources Committee The di s c us sions i n t he wor ks hops for me d t

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text:
he fr a me wor k for t hi s Ke l p P la n Wi t hout t he t i me a nd e ne r gy c ontri but e d by repr esentati ves fr o m t hese or ga ni z at i ons t hi s e ffort woul d ha ve fa i l e d We hope t hi s pla n pr ovi des our c ommu ni t y wi t ha fr a me wor k f or c onti nued foc us a nd mo me nt u m t owa r d ke l p c ons e r vat i on a nd r e c overy Puget Sound Kelp Co ns er vat ion and Rec ov ery Plan M ay 2020 1 Executive Summary Ke l p Š s ome of t he l ar gest of al l seaweeds Š fo rm extensi ve living structures that pr ovi de a n ar r ay of val uabl e ecosystem goods an d services t o deep wat er a nd near shor e e nvir onme nt s i n

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text:
Puge t Sound The s e under wa t e r for e sts a c t a s founda t i ons for di ve r s e a nd pr oduc ti ve nea r s hor e ecosyst ems s uppor t i ng food we bs a nd providingcritical habitat for a wide array of ma rine life A necdot al obser vati onsand r esearch s ugge s t t ha t Puge t Sound i s l osi ng its ke l p for e s ts E xt e nsi ve l osses of bull ke l p ha ve be e n doc ume nt e d i n South a nd Ce nt r al Puge t Sound a nd l oc al iz e d de c li ne s ha ve be e n obs e r ve d t hr oughout Puge t Sound Co nc e r ns a ls o e xi s t a bout pot e nti a l l oss e s t o ot her ke l p s pec i es ye t t r e nds a r e unknown

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text:
due t o da ta ga ps Alt hough ke l p distribution and drivers of de c l i ne s i nPuge t Sound a r e not we l l unde r st ood da t a fr om ke l p ecosyst ems i n other t emper ate coastal regions indicate that wide spr ead l os s of ke l p ha bit a ts woul d be de va s t at i ngt o t he Puge t Sound e c osys t e m Ther e i s a consensus in the scientific community that coordinated actionis ne e de d t o re ve r s e downwa r d t r e nds i n ke l p populations by a ddr e s s i ng bot h l ongs t a ndi ng a nd emer gi ng st r essors Cumul at i vei mpact s fr om hu man st r essor s t hr eaten kel p These impact s i nc l ude de gra de d wa t e r qua l it y fr om pol l uti on nut r

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