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Linking Habitat and Benthic Invertebrate Species Distribu8ons in Areas of Poten8al Renewable Energy Development Work presented here sponsored largely by BOEM with additional support from the U.S. Department of Energy and the Oregon Wave Energy Trust and data from the U.S. EPA and U.S. ACE Sarah K. Henkel & Chris Goldfinger Oregon State University
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LinkingHabitatandBenthic Invertebrate&SpeciesDistribuons ...

Jul 21, 2022

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Page 1: LinkingHabitatandBenthic Invertebrate&SpeciesDistribuons ...

Linking  Habitat  and  Benthic  Invertebrate  Species  Distribu8ons  in  Areas  of  Poten8al  Renewable  

Energy  Development  

Work  presented  here  sponsored  largely  by  BOEM  with  additional  support  from  the  U.S.  Department  of  Energy  and  the  Oregon  Wave  

Energy  Trust  and  data  from  the  U.S.  EPA  and  U.S.  ACE    

Sarah K. Henkel & Chris Goldfinger Oregon State University

Page 2: LinkingHabitatandBenthic Invertebrate&SpeciesDistribuons ...

Potential Environmental Effects

Chemicals

Hard structures

Noise

Cables Colonization by fouling organisms

Electromagnetic Fields

Lighting

Reduction of wave energy

Attraction of rock associated

species Changes to sand transport and sedimentation

Changes to fish, crab behavior

Entanglement

Cumulative Effects of Arrays

Changes to bird behavior

Scour around anchors

Page 3: LinkingHabitatandBenthic Invertebrate&SpeciesDistribuons ...

Objectives for Baseline Benthic Research

1. Describe  the  benthic  habitats  and  communities  of  organisms  in  areas  of  potential  marine  renewable  energy  development  in  the  Pacific  Northwest  

2. Develop  an  understanding  of  species-­‐habitat  relationships  

3. Determine  variation  in  habitat  characteristics  and  benthic  species  across  space  in  the  region  

4. Determine  variation  in  benthic  species  over  time  

Page 4: LinkingHabitatandBenthic Invertebrate&SpeciesDistribuons ...

Nehalem

Siltcoos

Coquille

Cape Perpetua ² 2010 - 2012!² Northern California to central

Washington!² Federal waters only!² Depth range of ~40 to 130 m!² All sites approximately the same

area sampled!² Sampling intensity represents

depth proportion!

v Infaunal invertebrates in sedimentary habitats and macro-inverts in rocky habitats!

Spatial (and quasi- Temporal) Study

v Compare infaunal data to 2003 EPA survey!v Compare reef data to 1990s Delta surveys!

Page 5: LinkingHabitatandBenthic Invertebrate&SpeciesDistribuons ...

Multi-beam sonar mapping (bathymetry) !

Acoustic backscatter (substrate type)!

High Resolution Mapping Conducted by C. Goldfinger lab (CEOAS)!

Page 6: LinkingHabitatandBenthic Invertebrate&SpeciesDistribuons ...

Groundtruth with Grab Samples

Goldfinger  Lab,  CEOAS,  OSU  

Page 7: LinkingHabitatandBenthic Invertebrate&SpeciesDistribuons ...

Water Column Sampling CTD cast at each station measures depth, temperature,

salinity, dissolved oxygen, chl fluorescence, pH!

Page 8: LinkingHabitatandBenthic Invertebrate&SpeciesDistribuons ...

Infauna and Sediment Sampling 0.1 m2 Grey-O’Hare box core (versus van Veen in 2003)!

Analyze sediment for grain size, total organic carbon! Identify

infauna in the lab!

Sieve through 1.0 mm mesh!

Page 9: LinkingHabitatandBenthic Invertebrate&SpeciesDistribuons ...

Axinopsida serricata

Infauna and Sediment Results

Page 10: LinkingHabitatandBenthic Invertebrate&SpeciesDistribuons ...

OR019

OR004

OR026

OR008

OR042

OR017

OR038

OR039

OR015

OR050

OR014

OR031

OR001

OR005

CA075

OR032

CA083

CA051

CA099

WA025

WA060 OR047

WA042

OR046

OR025

WA070

OR006

OR030

OR009

OR029

WA007

WA010

WA015

OR028

OR013

OR045

WA002

WA034

WA086

WA018

WA031

WA020

WA047

OR020

OR011

OR049

CA147

CA289

CA043

CA139

CA019

CA035

OR033

OR041

OR027

OR007

OR012

OR043

WA023

WA030

OR021

OR048

WA004

WA009

WA037

WA081

OR002

OR024

OR037

OR003

OR016

OR036

OR034

OR040

OR035

OR023

OR044

OR018

OR0220

12

34

Cluster  Dendrogram  of  2003  EPA-­NCA  Samples  from  Northern  California  to  Washington  (outside  the  NMS)

hclust  (bray-­curtis,  ward)clustd

Height

Deeper,  saltier,  colder,    siltier,  higher  TOC,    

more  taxa  

Shallower,  warmer,    coarser,  lower  TOC,    

fewer  taxa    

2003 EPA-NCA stations

z  =  64.6  m    ±  18.2  

z  =  90.7  m  ±  20.0  

Page 11: LinkingHabitatandBenthic Invertebrate&SpeciesDistribuons ...

2010 BOEM Benthic Stations Npt013

Npt062

Npt093

Npt046

Npt110

Npt058

Npt078

Npt026

Npt118

Npt030

Npt042

Npt070

GH020

Neh059

Npt057

Npt102

Npt086

Npt085

Npt014

Npt094

Npt019

Npt067

Npt003

Npt010

GH076

GH165

Neh095

NSA120

NSA024

NSA064

NSA112

NSA116

NSA080

NSA096

NSA028

NSA104

NSA048

NSA016

NSA044

NSA056

NSA088

NSA108

NSA040

NSA072

NSA032

NSA012

NSA060

Eur050

Eur098

Eur054

Eur082

Eur038

Eur114

GH004

GH122

GH103

GH149

NSA100

SC097

SC029

SC128

SC005

SC033

SC073

SC021

SC134

SC069

SC009

SC150

SC017

SC037

SC001

SC065

SC077

SC041

SC105

SC136

Eur101

Eur117

Eur034

Eur074

Eur109

Eur045

Eur061

Eur002

Eur066

Eur106

Eur022

Eur090

Eur006

Eur018

GH063

GH047

GH111

Neh035

Neh055

Neh011

Neh023

Neh099

GH119

Neh115

GH221

GH084

GH092

Neh007

Neh091

Neh107

Neh051

Neh083

Neh015

Neh087

Neh079

Neh027

Neh075

Neh071

Neh031

Neh039

Neh043

02

46

Offshore  Infauna  (square  root  transformed)  Cluster  Dendrogram

hclust  (*,  "ward")

d  (Bray-­Curtis)

Height

95-­‐129  m  

89-­‐123  m   52-­‐79  m  

Page 12: LinkingHabitatandBenthic Invertebrate&SpeciesDistribuons ...

What makes Newport so different? Mollusca (Bivalves)!

0%  

10%  

20%  

30%  

40%  

50%  

60%  

70%  

80%  

90%  

100%  

NSAF    (2010)  

Eureka    (2010)  

Coquille    (2012)  

Silt  Coos    (2010)  

Cape    Perpetua  (2012)  

Newport    (2010)  

Nehalem    (2010)  

Grays  Harbor    (2010)  

Percen

t  of  tot

al  

Sample  station  

Proportion  of  major  taxa  

Echiura  

Sipuncula  

Echinodermata  

Crustacean  

Cnidaria  

Mollusca  

Annelida  Percen

t  of  total  organ

isms  

Page 13: LinkingHabitatandBenthic Invertebrate&SpeciesDistribuons ...

H’ Diversity of Infaunal Samples (BOEM)

y  =  -­‐0.0017x2  +  0.3218x  -­‐  11.805  R²  =  0.98179,  p  =  0.002  

0  

0.5  

1  

1.5  

2  

2.5  

3  

3.5  

4  

0   20   40   60   80   100   120   140  

H'  

Depth  

Maximum  Diversity  log(e)  should  be  found  at  ~  95  m  and  120  μm  median  grain  size.  

Shannon  Diversity  log(e)  had  a  2nd  degree  polynomial  relationship  with  both  depth  and  median  grain  size.  

The  relationship  with  depth  was  stronger  than  with  MGS.  

y  =  -­‐8E-­‐05x2  +  0.0209x  +  2.049  R²  =  0.75631,  p  0.120  

0  0.5  1  

1.5  2  

2.5  3  

3.5  4  

0   50   100   150   200   250   300  

H'  

MSG  

H'  

✓  

Page 14: LinkingHabitatandBenthic Invertebrate&SpeciesDistribuons ...

Community  Analysis  (SIMPER)  

NSAF:  4  groups  

Siltcoos:  3  groups  

Eureka:    7  groups  

Newport:    8  groups  

Nehalem:  5  groups  

Grays:  5  groups  

BEST  Bio-­‐Env  =  0.702:  lon,  z,  %  sand,  %  gravel,  mgs  

Page 15: LinkingHabitatandBenthic Invertebrate&SpeciesDistribuons ...

y  =  16.041e-­‐0.013x  R²  =  0.69877  

y  =  -­‐0.0017x2  +  0.3218x  -­‐  11.805  R²  =  0.98179  

0  

1  

2  

3  

4  

5  

6  

7  

8  

9  

0   20   40   60   80   100   120   140  

H'  (Diversity)  /  #  Signific

ant  G

roup

s  (H

eterog

eneity)  

Depth  

Infaunal  Patterns  with  Depth  

#InfaunaGroups  

H'  Diversity  

y  =  0.0003x2  -­‐  0.0775x  +  7.5277  R²  =  0.55958  

y  =  -­‐8E-­‐05x2  +  0.0209x  +  2.049  R²  =  0.75631  

0  

1  

2  

3  

4  

5  

6  

7  

8  

9  

0   50   100   150   200   250   300  H'  (Diversity)  /  #  Signific

ant  G

roup

s  (H

eterog

eneity)  

MGS  

Infaunal  Patterns  with  Median  GS  

#InfaunaGroups  

H'  Diversity  

Community Trends

Page 16: LinkingHabitatandBenthic Invertebrate&SpeciesDistribuons ...

0  

20  

40  

60  

80  

100  

All   CA   OR   WA  

Percen

t  of  A

bund

ance

 

Miscellaneous  

Mollusca  

Crustacea  

Polychaeta  

EPA  National  Coastal  Assessment  2003  

0%  

10%  

20%  

30%  

40%  

50%  

60%  

70%  

80%  

90%  

100%  

NSAF    (2010)  

Eureka    (2010)  

Coquille    (2012)  

Silt  Coos    (2010)  

Cape    Perpetua  (2012)  

Newport    (2010)  

Nehalem    (2010)  

Grays  Harbor    (2010)  

Percen

t  of  tot

al  

Sample  station  

Proportion  of  major  taxa  

Echiura  

Sipuncula  

Echinodermata  

Crustacean  

Cnidaria  

Mollusca  

Annelida  

BOEM  Assessment  2010  -­‐  2012  

Shelf Infaunal Densities over Time

Page 17: LinkingHabitatandBenthic Invertebrate&SpeciesDistribuons ...

Infaunal Invertebrate Summary

² Unique invertebrate assemblages were found at each site in the PNW!² There appears to be a break in the infaunal community at 70–80 m depth!² Species diversity peaked at ~95 m depth and ~120 μm median grain size!² Local spatial heterogeneity was higher at shallower sites (usually with

larger grain size)!v One site cannot necessarily serve as a proxy for distant sites (or nearby

sites in different depth range)!v If the depth and grain size of a site are measured, one may be able to

make good predictions of the species assemblage likely to be found there, within a region!

² In central Oregon state waters, infaunal invertebrate assemblages have not varied across seasons (but may have longer term variability)!

v Baseline/monitoring sampling may be conducted 1x/year!

Page 18: LinkingHabitatandBenthic Invertebrate&SpeciesDistribuons ...

Submersible Delta •  Used for historic dives of the 1990s •  Camera attached on starboard •  Camera equipped with two 20 cm-

apart sizing lasers •  Equipped with sensor that measured

temperature & depth every second

Remotely operated vehicle (ROV) Hammerhead

•  Used for dives in 2011 •  Two cameras: forward & downward •  Sizing lasers •  Equipped with CTD •  Equipped with navigator beam

Epifaunal Sampling – Reef Surveys

Page 19: LinkingHabitatandBenthic Invertebrate&SpeciesDistribuons ...

Grays Harbor 1994

6 Dives

Siltcoos Reef 1995

7 Dives

Coquille Bank 1993

8 Dives

Epifaunal Sampling - Delta

Page 20: LinkingHabitatandBenthic Invertebrate&SpeciesDistribuons ...

Epifaunal Sampling - Hammerhead  

Grays Bank Siltcoos Reef

•  Grays Bank – 14 stations, Siltcoos Reef – 10 stations •  Each station was composed of three transects, approximately 250 meters

long and distributed in parallel fashion, 250 meters apart

Page 21: LinkingHabitatandBenthic Invertebrate&SpeciesDistribuons ...

Video Analysis

Ê  Each Delta dive was watched three times:!1.  Substratum Identification based on grain size

class and relief!Each patch was coded with two letters – first letter indicating primary (50 – 80% of cover) and second letter indicating secondary (20 – 50% of cover)!

2.  Sessile Invertebrate Identification and Count!3.  Motile Invertebrate Identification and Count!

Ê  Each ROV Hammerhead video was watched twice (steps 2 and 3 were combined for these videos)!

Ê  All invertebrates ≥ 5 cm were counted and identified to lowest possible taxonomic classification!

Page 22: LinkingHabitatandBenthic Invertebrate&SpeciesDistribuons ...

Epifaunal Invertebrate Summary

² Two major substratum groups held different macroinvertebrate assemblages: moderate to high relief rocky habitats and low-relief fine sediment habitats!² The majority of macroinvertebrate taxa (highest diversity) was

associated with high-relief rocks!² These taxa were further differentiated between flat versus ridge

rocks!²  Low-relief fine sediment habitat was most often associated with motile

invertebrates!²  Within this habitat it appeared that fine-sediment substrata mixed

with mud, boulders, or gravel each yield unique macro-invertebrate associations versus those found on uniformly mud or sand substrata.!

²  Latitude/temperature also were correlated with variation in assemblages, indicating regionally distinct macroinvertebrate communities along the continental shelf!

Page 23: LinkingHabitatandBenthic Invertebrate&SpeciesDistribuons ...

Acknowledgements  

Collaborator: Chris Goldfinger !

Field and Lab Assistance:!

² Kristin Politano!² Tim Lee!² Nate Lewis!² Stephanie Labou!² Elizabeth Lopez!² Danny Locket!² Chris Romsos!² Bob Hairston-

Porter!² The University of ! Chicago Team!

Page 24: LinkingHabitatandBenthic Invertebrate&SpeciesDistribuons ...

OSU Test Platform

Resistor banks

Early  stage  drawing  of  test  berth  concept