Understanding climate impacts on the Maine coastal fish and invertebrate community through synthesis of the Maine-New Hampshire Inshore Trawl Survey


Lisa Kerr 1 , Kathy Mills 1, Riley Young Morse 1 , Rebecca Peters 2 , Andrew Allyn 1, Jerelle Jesse 1, Ashley Weston 1

1 Gulf of Maine Research Institute
350 Commercial Street
Portland, ME 04101

2 Maine Department of Marine Resources
194 McKown Point Road
West Boothbay Harbor, ME 04575

Funding provided by Maine Sea Grant

Project Description

The overarching goal of this research is to synthesize data collected through the Maine-New Hampshire Inshore Trawl Survey to understand how climate change, fishing, and other environmental drivers are impacting key fish and invertebrate communities in coastal Maine waters.

The ME-NH Inshore Trawl Survey samples in 5 Regions and 4 depth strata from the MA-NH border to the ME-Canada border.

Survey Design

The ME-NH Inshore Trawl Survey can be compared to the MADMF Inshore Trawl Survey and NEFSC Bottom Trawl Survey which provide larger spatial coverage and duration.

Survey Spatial Coverage Survey Duration

Analysis

Objective 1: Analyze changes in biodiversity in space and time and evaluate associations with environmental factors and fishing

Biodiversity metrics

The ME-NH Inshore Trawl Survey (2000-2017) and NEFSC Bottom Trawl Survey (1963-2017) average fall biodiversity indices

indicesindices


Generalized Additive Mixed Models

ME-NH Inshore Trawl Survey and NEFSC GOM/GB Bottom Trawl Survey fall GAMMs with FVCOM data

ME-NH tableGOM table


ME-NH Inshore Trawl Survey and NEFSC GOM/GB Bottom Trawl Survey GAMMs: Bottom temperature

GAMM curves GAMM curves GAMM curves GAMM curves

Objective 2: Identify species groups and assess changes in habitat suitability if functional groups and communities in space and time

Non-metric Multidimensional Scaling

ME-NH Inshore Trawl Survey functional group NMDS for spring and fall

NMDS

ME-NH Inshore Trawl Survey top species NMDS for spring and fall


NMDS

Analysis of variance

ME-NH Inshore Trawl Survey analysis of variance for regions and year blocks

adonis

adonis

Environmental relationships

ME-NH Inshore Trawl Survey linear and non-linear correlations of NMDS with environmental factors

envfit



Objective 3: Analyze joint distribution of key predator-prey species within the community, with a particular focus on lobster and cod

Vector Autoregressive Spatio-Temporal models

Schoener’s D overlap index for lobster and predators calculated from occurence stage predictions of single species VAST models and AB ratio and Schoener’s D overlap index for lobster and predators calculated from density predictions of single species VAST models.


Predicted log density of lobster and cod from fitted single species VAST models and gridded GLORYsv12.1 environmnetal data

Spatio-temporal correlations for species occurence from the VAST joint species distribution model


Objective 4: Evaluate how ecosystem changes align with shifts in diversity and composition of fishery landings over time in ports along Maine’s coastline

Biodiversity metrics

ME landings and ME-NH Inshore Trawl Survey average biodiversity indices

Functional groups

ME landings and ME-NH Inshore Trawl Survey functional group proportions


Correlation analysis

ME landings and ME-NH Inshore Trawl Survey correlation matrix for biodiversity indices



Conclusions

Contact:

Jerelle Jesse (jjesse@gmri.org)