Open Access Repository

Disentangling the climate change impacts on productivity and availability for Macruronus species

Castillo Jordan, CA 2017 , 'Disentangling the climate change impacts on productivity and availability for Macruronus species', PhD thesis, University of Tasmania.

Full text not available from this repository.


Fish populations are impacted by a variety of processes including physical
(temperature, salinity, currents), biological (growth, mortality) and human impacts
(harvest). Most fish species exhibit a pre-recruitment or larval phase that is impacted
by stochastic environmental factors which results in year to year variability in
biomass. Importantly overlying annual recruitment can be long term trends, such as
climate change, which require different approaches to management. Understanding
the drivers for recruitment variability, especially the larval phase, provides an
opportunity to build these relationships into traditional fisheries models to improve
stock assessment and provide greater confidence to future projections. A crucial need
for the appropriate management of marine resources is to have projections of
sustainable harvests. For fisheries management, information to determine the limit
and target catch levels are necessary to ensure a sustainable fish stock and industry.
This thesis investigated recruitment variability in fisheries. The first data chapter
(Chapter 2) explores commonality in recruitment patterns in a range of Southern
Hemisphere commercially fished species to determine any common recruitment
signals. We tested three climate indices: the Inter-decadal Pacific Oscillation (IPO),
Southern Annular Mode (SAM) and Southern Oscillation Index (SOI) to explore their
relationship with fish stock recruitment patterns. The time-series of IPO and SOI
showed the strongest correlation with New Zealand hoki (blue grenadier) and
Australian jackass morwong (r= 0.50 and r= -0.50), and SAM was positively related
to Australian Macquarie Island Patagonian toothfish (r= 0.49). This chapter has been
published in the Canadian Journal of Marine and Fisheries Science as “Coincident
recruitment patterns of southern hemisphere fishes” (73(2): 270-278, 10.1139/cjfas 2015-0069). In Chapter 3 I focused on fine scale recruitment patterns at the level of a
single species focusing on the Patagonian grenadier fishery. The Patagonian grenadier
stock in Chile appears to have undergone rapid biomass depletion related to changes
in recruitment and thus provided an ideal case study to investigate fine scale
recruitment changes in a fishery. To be able to evaluate the impact of future
recruitment scenarios on future catches of Patagonian grenadier, I developed an agestructured
Stock Synthesis assessment model using data from 1985 to 2013 (Chapter
The Stock Synthesis assessment modelling platform allows the use of all the data
available for the fishery including different fleets operating across different spatial
regions and during different years. The model was validated against the existing stock
assessment model and sensitivity testing demonstrate it is suitable in describing the
status of the stock. The stock synthesis model was then used to evaluate changes in
recruitment that had been documented in the fishery. I compared two scenarios:
Scenario 1 is the standard assessment approach that uses the entire recruitment data
from 1985 and treats recruitment as a stationary variable that assumes recruitment
varies around an equilibrium trend. Scenario 2 is a two-phased stock recruitment
curve that splits the recruitment time series into two distinct periods with differing
productivity, associated with a climate change induced regime shift in the late 1990s.
Using the assessment model developed in Chapter 3, I evaluated different
management strategy scenarios for future sustainability of the Chilean Patagonian
grenadier fishery and compared different future outcomes based on whether a shift in
stock recruitment had or had not occurred (Chapter 4). A Management Strategy Evaluation (MSE) procedure was implemented to examine the consequences of
incorporating a different model structure for recruitment values in the assessment
which underpins the harvest strategy used to set the annual total allowable catch
(TAC). A management strategy that does not consider a shift in recruitment resulted
in average TAC values of approximately 125,000 tonnes, substantially above the
sustainable yield of 45,000 tonnes when the recruitment shift was incorporated. A
TAC based upon No Shift in recruitment would lead to unsustainable catches with
significant impact on the ecosystem as well as the industry and coastal communities
reliant on the industry if there was an actual shift in recruitment. The history of the
Patagonian grenadier fishery demonstrates the benefits of taking a precautionary
approach that accounts for the change in fish productivity (whether climate-driven or
otherwise). However, there can be considerable delays before a regime shift is
observed in the recruitment data or an assessment model mis-specification is detected.

Item Type: Thesis - PhD
Authors/Creators:Castillo Jordan, CA
Keywords: recruitment, southern hemisphere, MSE, macruronus, stock assessment, regime shift
Copyright Information:

Copyright 2017 the Author

Item Statistics: View statistics for this item

Actions (login required)

Item Control Page Item Control Page