+ All Categories
Home > Documents > Going with the flow: assessing phytoplankton diversity ......1992 2008 2013 2014 Total phytoplankton...

Going with the flow: assessing phytoplankton diversity ......1992 2008 2013 2014 Total phytoplankton...

Date post: 20-Aug-2020
Category:
Upload: others
View: 2 times
Download: 0 times
Share this document with a friend
35
Amelia Kolb Gabriela Hannach Lyndsey Sandwick Going with the flow: assessing phytoplankton diversity with the FlowCAM Photo: Gabriela Hannach
Transcript
Page 1: Going with the flow: assessing phytoplankton diversity ......1992 2008 2013 2014 Total phytoplankton biomass (chlorophyll/L) Photo: Gabriela Hannach Diatoms Large Need high nutrients

Amelia Kolb

Gabriela Hannach

Lyndsey Sandwick

Going with the flow: assessing phytoplankton

diversity with the FlowCAM

Photo: Gabriela Hannach

Page 2: Going with the flow: assessing phytoplankton diversity ......1992 2008 2013 2014 Total phytoplankton biomass (chlorophyll/L) Photo: Gabriela Hannach Diatoms Large Need high nutrients

Photo: Gabriela Hannach

Page 3: Going with the flow: assessing phytoplankton diversity ......1992 2008 2013 2014 Total phytoplankton biomass (chlorophyll/L) Photo: Gabriela Hannach Diatoms Large Need high nutrients

Chlorophyll

Semi-quantitative microscopy

FlowCAM

1992 2014 2008 2013

Total phytoplankton biomass (chlorophyll/L)

Page 4: Going with the flow: assessing phytoplankton diversity ......1992 2008 2013 2014 Total phytoplankton biomass (chlorophyll/L) Photo: Gabriela Hannach Diatoms Large Need high nutrients

Photo: Gabriela Hannach

Diatoms

Large

Need high nutrients

Fast growth

Spring bloom Photo: Gabriela Hannach

Page 5: Going with the flow: assessing phytoplankton diversity ......1992 2008 2013 2014 Total phytoplankton biomass (chlorophyll/L) Photo: Gabriela Hannach Diatoms Large Need high nutrients

Dinoflagellates

Photo: Gabriela Hannach

Smaller

Do better with low nutrients

Slower growth

Page 6: Going with the flow: assessing phytoplankton diversity ......1992 2008 2013 2014 Total phytoplankton biomass (chlorophyll/L) Photo: Gabriela Hannach Diatoms Large Need high nutrients

Knowledge of phytoplankton community composition…

1. Improves understanding

of marine food web

2. Improves assessment of

human impacts

Piscivorous charismatic megafauna

Page 7: Going with the flow: assessing phytoplankton diversity ......1992 2008 2013 2014 Total phytoplankton biomass (chlorophyll/L) Photo: Gabriela Hannach Diatoms Large Need high nutrients

Chlorophyll

Semi-quantitative microscopy

FlowCAM

1992 2014 2008 2013

Phytoplankton taxa: • Dominant, • Subdominant, or • Present

Total phytoplankton biomass (chlorophyll/L)

Page 8: Going with the flow: assessing phytoplankton diversity ......1992 2008 2013 2014 Total phytoplankton biomass (chlorophyll/L) Photo: Gabriela Hannach Diatoms Large Need high nutrients

Chlorophyll

Semi-quantitative microscopy

FlowCAM

1992 2014 2008 2013

Phytoplankton taxa: • Dominant, • Subdominant, or • Present

Total phytoplankton biomass (chlorophyll/L)

Phytoplankton taxa: • Abundance (cells/mL) • Biomass (mm3/L)

Page 9: Going with the flow: assessing phytoplankton diversity ......1992 2008 2013 2014 Total phytoplankton biomass (chlorophyll/L) Photo: Gabriela Hannach Diatoms Large Need high nutrients
Page 10: Going with the flow: assessing phytoplankton diversity ......1992 2008 2013 2014 Total phytoplankton biomass (chlorophyll/L) Photo: Gabriela Hannach Diatoms Large Need high nutrients
Page 11: Going with the flow: assessing phytoplankton diversity ......1992 2008 2013 2014 Total phytoplankton biomass (chlorophyll/L) Photo: Gabriela Hannach Diatoms Large Need high nutrients
Page 12: Going with the flow: assessing phytoplankton diversity ......1992 2008 2013 2014 Total phytoplankton biomass (chlorophyll/L) Photo: Gabriela Hannach Diatoms Large Need high nutrients

Biovolume ≈ Biomass

Page 13: Going with the flow: assessing phytoplankton diversity ......1992 2008 2013 2014 Total phytoplankton biomass (chlorophyll/L) Photo: Gabriela Hannach Diatoms Large Need high nutrients
Page 14: Going with the flow: assessing phytoplankton diversity ......1992 2008 2013 2014 Total phytoplankton biomass (chlorophyll/L) Photo: Gabriela Hannach Diatoms Large Need high nutrients

Chaetoceros Alexandrium Misc. small dinoflagellate etc (up to 57 more)

Abundance

(cells/ml)

124 2 20 …

Biovolume

(mm3/L)

10.8 0.0048 0.0315 …

Page 15: Going with the flow: assessing phytoplankton diversity ......1992 2008 2013 2014 Total phytoplankton biomass (chlorophyll/L) Photo: Gabriela Hannach Diatoms Large Need high nutrients
Page 16: Going with the flow: assessing phytoplankton diversity ......1992 2008 2013 2014 Total phytoplankton biomass (chlorophyll/L) Photo: Gabriela Hannach Diatoms Large Need high nutrients

Quartermaster Harbor

North Central Basin

South Central Basin

Surface samples from:

• 3 sites

• 7 dates (April – July)

Page 17: Going with the flow: assessing phytoplankton diversity ......1992 2008 2013 2014 Total phytoplankton biomass (chlorophyll/L) Photo: Gabriela Hannach Diatoms Large Need high nutrients

Non-metric multidimensional scaling (NMDS):

Creates a map of dissimilarity in

taxonomic composition

Page 18: Going with the flow: assessing phytoplankton diversity ......1992 2008 2013 2014 Total phytoplankton biomass (chlorophyll/L) Photo: Gabriela Hannach Diatoms Large Need high nutrients

Stress: 0.16

Page 19: Going with the flow: assessing phytoplankton diversity ......1992 2008 2013 2014 Total phytoplankton biomass (chlorophyll/L) Photo: Gabriela Hannach Diatoms Large Need high nutrients
Page 20: Going with the flow: assessing phytoplankton diversity ......1992 2008 2013 2014 Total phytoplankton biomass (chlorophyll/L) Photo: Gabriela Hannach Diatoms Large Need high nutrients

Stress: 0.16

More dissimilar

communities

More similar

communities

Page 21: Going with the flow: assessing phytoplankton diversity ......1992 2008 2013 2014 Total phytoplankton biomass (chlorophyll/L) Photo: Gabriela Hannach Diatoms Large Need high nutrients
Page 22: Going with the flow: assessing phytoplankton diversity ......1992 2008 2013 2014 Total phytoplankton biomass (chlorophyll/L) Photo: Gabriela Hannach Diatoms Large Need high nutrients
Page 23: Going with the flow: assessing phytoplankton diversity ......1992 2008 2013 2014 Total phytoplankton biomass (chlorophyll/L) Photo: Gabriela Hannach Diatoms Large Need high nutrients
Page 24: Going with the flow: assessing phytoplankton diversity ......1992 2008 2013 2014 Total phytoplankton biomass (chlorophyll/L) Photo: Gabriela Hannach Diatoms Large Need high nutrients

0

20

40

60

80

100

120

140

160

180

"April 9" "May 7" "May 20" "June 4" "June 16" "July 8" "July 22"

Bio

volu

me

Chaetoceros Thalassiosira

Page 25: Going with the flow: assessing phytoplankton diversity ......1992 2008 2013 2014 Total phytoplankton biomass (chlorophyll/L) Photo: Gabriela Hannach Diatoms Large Need high nutrients

0

20

40

60

80

100

120

140

160

180

"April 9" "May 7" "May 20" "June 4" "June 16" "July 8" "July 22"

Bio

volu

me

Chaetoceros Thalassiosira

Page 26: Going with the flow: assessing phytoplankton diversity ......1992 2008 2013 2014 Total phytoplankton biomass (chlorophyll/L) Photo: Gabriela Hannach Diatoms Large Need high nutrients

0

20

40

60

80

100

120

140

160

180

"April 9" "May 7" "May 20" "June 4" "June 16" "July 8" "July 22"

Bio

volu

me

Chaetoceros Thalassiosira

Page 27: Going with the flow: assessing phytoplankton diversity ......1992 2008 2013 2014 Total phytoplankton biomass (chlorophyll/L) Photo: Gabriela Hannach Diatoms Large Need high nutrients

North Central Basin

May 20

Page 28: Going with the flow: assessing phytoplankton diversity ......1992 2008 2013 2014 Total phytoplankton biomass (chlorophyll/L) Photo: Gabriela Hannach Diatoms Large Need high nutrients

Noctiluca

Page 29: Going with the flow: assessing phytoplankton diversity ......1992 2008 2013 2014 Total phytoplankton biomass (chlorophyll/L) Photo: Gabriela Hannach Diatoms Large Need high nutrients

North Central Basin

May 20

?

Page 30: Going with the flow: assessing phytoplankton diversity ......1992 2008 2013 2014 Total phytoplankton biomass (chlorophyll/L) Photo: Gabriela Hannach Diatoms Large Need high nutrients

ND

Total Extracted Chlorophyll

Page 31: Going with the flow: assessing phytoplankton diversity ......1992 2008 2013 2014 Total phytoplankton biomass (chlorophyll/L) Photo: Gabriela Hannach Diatoms Large Need high nutrients

Total FlowCAM Biovolume (mm3/L)

Page 32: Going with the flow: assessing phytoplankton diversity ......1992 2008 2013 2014 Total phytoplankton biomass (chlorophyll/L) Photo: Gabriela Hannach Diatoms Large Need high nutrients

ND

Biovolume vs. Chlorophyll

Page 33: Going with the flow: assessing phytoplankton diversity ......1992 2008 2013 2014 Total phytoplankton biomass (chlorophyll/L) Photo: Gabriela Hannach Diatoms Large Need high nutrients
Page 34: Going with the flow: assessing phytoplankton diversity ......1992 2008 2013 2014 Total phytoplankton biomass (chlorophyll/L) Photo: Gabriela Hannach Diatoms Large Need high nutrients

Acknowledgements

KCEL Aquatic Toxicology:

• Gabriela Hannach

• Lyndsey Sandwick

KCEL Field Science Unit:

• Bob Kruger

• Jim Devereaux

• Stephanie Hess

• Christopher Barnes

• Marc Patten

• Jean Power

Marine and Sediment Assessment:

• Kim Stark

• Wendy Eash-Loucks

Photo credit: Gabriela Hannach

Page 35: Going with the flow: assessing phytoplankton diversity ......1992 2008 2013 2014 Total phytoplankton biomass (chlorophyll/L) Photo: Gabriela Hannach Diatoms Large Need high nutrients

• Stress: 0.16

• √√y transformed

• Bray-Curtis dissimilarity index

• Centered on mean of axes

• Rotated so variance maximized

on 1st axis

• Scaled so one unit change =

doubling of dissimilarity


Recommended