Where do you think you’re going? Accounting for ontogenetic and climate-induced movement in spatially stratified integrated population assessment models

Goethel, Daniel R.; Bosley, Katelyn M.; Langseth, Brian J.; Deroba, Jonathan J.; Berger, Aaron M.; Hanselman, Dana H.; Schueller, Amy M.

doi:10.1111/faf.12510

Advanced Search

Select up to three search categories and corresponding keywords using the fields to the right. Refer to the Help section for more detailed instructions.

Search our Collections & Repository

Advanced Search
Custom Query

All these words:

For very narrow results

This exact word or phrase:

When looking for a specific result

Any of these words:

Best used for discovery & interchangable words

None of these words:

Recommended to be used in conjunction with other fields

Language:

Dates

Publication Date Range:

to

Document Data

Title:

Document Type:

Library

Collection:

Series:

People

Author:

Clear All

Query Builder

Query box

Clear All

For additional assistance using the Custom Query please check out our Help Page

i

Where do you think you’re going? Accounting for ontogenetic and climate-induced movement in spatially stratified integrated population assessment models

2021
By Goethel, Daniel R. ; Bosley, Katelyn M. ; Langseth, Brian J. ; ...
Source: Fish and Fisheries 22(1): 141-160, 2021

[PDF-2.15 MB]

Details You May Also Like

Details:

Journal Title:

Fish and Fisheries
Personal Author:

Goethel, Daniel R. ; Bosley, Katelyn M. ; Langseth, Brian J. ; Deroba, Jonathan J. ; Berger, Aaron M. ; ... More +

Goethel, Daniel R. ; Bosley, Katelyn M. ; Langseth, Brian J. ; Deroba, Jonathan J. ; Berger, Aaron M. ; Hanselman, Dana H. ; Schueller, Amy M. Less -
NOAA Program & Office:

NMFS (National Marine Fisheries Service) ; SEFSC (Southeast Fisheries Science Center) ; AFSC (Alaska Fisheries Science Center) ; NWFSC (Northwest Fisheries Science Center) ; PIFSC (Pacific Islands Fisheries Science Center) ; ... More +

NMFS (National Marine Fisheries Service) ; SEFSC (Southeast Fisheries Science Center) ; AFSC (Alaska Fisheries Science Center) ; NWFSC (Northwest Fisheries Science Center) ; PIFSC (Pacific Islands Fisheries Science Center) ; NEFSC (Northeast Fisheries Science Center) Less -
Description:

Understanding spatial population structure and biocomplexity is critical for determining a species’ resilience to environmental and anthropogenic perturbations. However, integrated population models (IPMs) used to develop management advice for harvested populations have been slow to incorporate spatial dynamics. Therefore, limited research has been devoted to understanding the reliability of movement parameter estimation in spatial population models, especially for spatially dynamic marine fish populations. We implemented a spatial simulation–estimation framework that emulated a generic marine fish metapopulation to explore the impact of ontogenetic movement and climate-induced distributional shifts between two populations. The robustness of spatially stratified IPMs was explored across a range of movement parametrizations, including ignoring connectivity or estimating movement with various levels of complexity. Ignoring connectivity was detrimental to accurate estimation of population-specific biomass, while implementing spatial IPMs with intermediate levels of complexity (e.g. estimating movement in two-year and two-age blocks) performed best when no a priori information about underlying movement was available. One-way distributional shifts mimicking climate-induced poleward migrations presented the greatest estimation difficulties, but the incorporation of auxiliary information on connectivity (e.g. tag-recapture data) reduced bias. The continued development of spatially stratified modelling approaches should allow harvested resources to be better utilized without increased risk. Additionally, expanded collection and incorporation of unique spatially explicit data will enhance the robustness of IPMs in the future.
Keywords:

[+]

Animal Populations Climate Change Fish Stock Assessment Mathematical Models
Source:

Fish and Fisheries 22(1): 141-160, 2021
DOI:

https://doi.org/10.1111/faf.12510
Document Type:

Journal Article
Rights Information:

Public Domain
Compliance:

Submitted
Main Document Checksum:

[+]

urn:sha256:e722ab0123fb9d7923f4a60f6b6f77544714fe4fdeae5e796002f2b36ff9d02f
Download URL:

https://repository.library.noaa.gov/view/noaa/34510/noaa_34510_DS1.pdf
File Type:

No Additional Files

More +

Where do you think you’re going? Accounting for ontogenetic and climate-induced movement in spatially stratified integrated population assessment models

Details:

Supporting Files

You May Also Like