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Finding the Fastest Fish: Exploring Patterns of Fish Diversity Jen Zhao, Levin Lab

Jen Zhao, Levin Lab. Host Organization and Project Princeton University LevLab Stockholm Resilience Center Goal: Inform policy

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Page 1: Jen Zhao, Levin Lab. Host Organization and Project Princeton University LevLab Stockholm Resilience Center Goal: Inform policy

Finding the Fastest Fish:Exploring Patterns of Fish

Diversity

Jen Zhao, Levin Lab

Page 2: Jen Zhao, Levin Lab. Host Organization and Project Princeton University LevLab Stockholm Resilience Center Goal: Inform policy

Host Organization and ProjectPrinceton University

LevLab

Stockholm Resilience Center

Goal: Inform policy

Page 3: Jen Zhao, Levin Lab. Host Organization and Project Princeton University LevLab Stockholm Resilience Center Goal: Inform policy

Ecosystem Health and BiodiversityFishing and fish abundance

Plenty?

Tragedy of the commons

Bio-diversi

ty

Better Policie

s

Fisher men

Page 4: Jen Zhao, Levin Lab. Host Organization and Project Princeton University LevLab Stockholm Resilience Center Goal: Inform policy

Part I: Finding the Fastest Fish

Page 5: Jen Zhao, Levin Lab. Host Organization and Project Princeton University LevLab Stockholm Resilience Center Goal: Inform policy

Literature ReviewOver 90 species of fish

Movement ranges

Depth distribution

Migration

Page 6: Jen Zhao, Levin Lab. Host Organization and Project Princeton University LevLab Stockholm Resilience Center Goal: Inform policy

Part II: Exploring Patterns of Diversity1. Acquire independent dataset

2. Index of diversity

3. Quantify diversity

Page 7: Jen Zhao, Levin Lab. Host Organization and Project Princeton University LevLab Stockholm Resilience Center Goal: Inform policy

Trawl Data

http://www.gulfofmaine-census.org/

Page 8: Jen Zhao, Levin Lab. Host Organization and Project Princeton University LevLab Stockholm Resilience Center Goal: Inform policy

Shannon-Wiener IndexDiversity Index

Entropy

Page 9: Jen Zhao, Levin Lab. Host Organization and Project Princeton University LevLab Stockholm Resilience Center Goal: Inform policy

Results: Not Just Environmental

Page 10: Jen Zhao, Levin Lab. Host Organization and Project Princeton University LevLab Stockholm Resilience Center Goal: Inform policy

Results: Densities of Fish

Longitude

Latitude

Page 11: Jen Zhao, Levin Lab. Host Organization and Project Princeton University LevLab Stockholm Resilience Center Goal: Inform policy

Results: Outlier Analysis

Latitude

Longitude

Page 12: Jen Zhao, Levin Lab. Host Organization and Project Princeton University LevLab Stockholm Resilience Center Goal: Inform policy

Proposed Further StudyGLMFactor in more variables

Fishing pressureChlorophyllFishing diversity

Page 13: Jen Zhao, Levin Lab. Host Organization and Project Princeton University LevLab Stockholm Resilience Center Goal: Inform policy

ReflectionsConfidence

Future directions

Connect internship to eventual goal

Page 14: Jen Zhao, Levin Lab. Host Organization and Project Princeton University LevLab Stockholm Resilience Center Goal: Inform policy

Questions?