Let’s start with the basics.
Fisheries management is a science, that takes years of sweat and study to learn.
To do it well requires multiple sources of accurate data,
which are then incorporated into complex computer models, which models are, in
turn, subject to review by a panel of independent experts, who determine
whether both the models and the data are suitable for management purposes.
It also requires that fishery managers recognize that their data,
and their findings, are not perfect, but instead always incorporate a greater
or lesser amount of uncertainty.
Identifying sources of uncertainty is important, and can allow managers
to account for at least some of the unknowns when estimating the health of a stock or recommending future
harvest levels.
Because of those and other sources of uncertainty, managers
are unable to provide a perfectly precise estimate of any species’ spawning stock
biomass, or of any other value used to assess and/or manage the stock. So, in
the case of the bluefish operational stock assessment, instead of only
providing a single point estimate for the size of the spawning stock biomass,
the assessment said
“Spawning stock biomass (SSB) was estimated to be 91,041 (metric
tons) in 2018, about 46% of the updated target biomass reference point SSBMSY
proxy=SSB35%=198,717 (metric tons), and 92% of the SSBthreshold=99,359
(metric tons). There is a 90%
chance that SSB in 2018 was between 66,840 and 99,299 metric tons. [emphasis added, internal references deleted]”
That last sentence, which I emphasized in the quote above, tells
us a lot.
First, it tells us that after incorporating all of the uncertainty
that the assessment team was aware of, the best they can tell us, employing
what is referred to as a “90% confidence interval,” is that 2018 spawning stock
was somewhere between 66,840 and 99,299 metric tons; the 91,041 metric ton
point estimate was effectively the peak of the probability bell curve that then
fell away to—and past—those values.
It also tells us that there is very little doubt that the
bluefish stock is overfished, and in need of rebuilding, for even the high figure
in the range provided, 99,299 metric tons, would fall very slightly below the
spawning stock biomass threshold that defines an overfished stock. However, it does not tell us that the stock
is overfished with absolute certainty. Because a 90% confidence interval was used,
there remains a 10% chance that the spawning stock could be either smaller than
66,840 or larger than 99,299 metric tons—although given the shape of the curve,
the likelihood is that if the stock fell outside of the 90% confidence
interval, it would do so on the low side.
Apologies for getting so deep into the statistical side of
things, but I still have to dive just a bit deeper before I get to the “shoot yourself in the foot” part of this essay.
That’s because uncertainty doesn’t only impact potential
size of the confidence interval surrounding each important point estimate; it’s
because higher uncertainty also raises the risk that management decisions will go
wrong, and won’t adequately protect fish stocks.
So the Mid-Atlantic Council’s Scientific and Statistical Committee
is governed by a policy which sets one of three “coefficients of variation” (CV)
that are used to create buffers that account for uncertainty and its potential
for increased risk.
A CV of 60 is used
when uncertainty is relatively low, while a CV of 100 is employed for more typical
levels of uncertainty, and a CV of 150 used when uncertainty is particularly
high. The buffer between the overfishing
limit and the allowable biological catch—which is often equivalent to the
annual catch limit—established to account for scientific uncertainty, typically
increases when higher CVs are set.
In
the 2015 benchmark bluefish stock assessment, the level of uncertainty was
deemed low enough to justify a CV of 60, but due to the uncertainty inherent in
the bluefish operational assessment, that CV was increased to 100. At the October
8 Mid-Atlantic Council meeting, when explaining why a CV of 100 was chosen, the
Chair of the Council’s Scientific and Statistical Committee advised that
“The chief uncertainty with Bluefish relates to patterns in the
revised MRIP estimates.”
And that makes sense.
The revised MRIP methodology is new, and even though it has undergone
rigorous testing and review, it is only prudent to make sure that it is
producing more accurate estimates before placing unquestioned reliance on its
results.
Thus, in fisheries such as bluefish and black sea bass, where
recreational catch plays a large role in the health of the stock and the MRIP estimates
have a big impact on the assessments and on future projections of catch and
stock health, managers are adopting larger CVs, and so reducing the
recreational harvest limit, in order to account for the increased uncertainty.
But here’s where the whole “shoot yourself in the foot”
thing comes in.
While scientists are exhibiting due caution with respect to
the new MRIP estimates, some members of the recreational community, including
those who sit on recreational advisory panels, have gone beyond caution, and have
aggressively rejected the new MRIP approach.
For example, the
report of the Summer Flounder, Scup and Black Sea Bass Advisory Panels’ meeting
reported that in the recreational scup fishery,
“Multiple advisors said that they had no faith in the data
from the Marine Recreational Information Program (MRIP), which they see as
inaccurate and fundamentally flawed.”
“Many advisors said they have no trust in
the Marine Recreational Information Program (MRIP) data. One advisor said it’s not true that we now
know that recreational catch is higher than we previously thought because we
don’t know that the revised numbers are accurate.”
Often, many of the advisors, and
many fishermen, don’t think that anyone is listening to their complaints,
but comments at the October 9 meeting demonstrated that just isn’t true.
One of the topics that the
Council and ASMFC's Summer Flounder, Scup and Black Sea Bass Management Board discussed that day was possible changes to the commercial/recreational
allocation.
The Council and Management Board ultimately
decided to begin work on an amendment that might do just that. One of the justifications for revisiting
allocation was that the new MRIP numbers indicated that recreational harvest was,
and had always been, higher than previously believed, even during the base
years that determined how the commercial/recreational allocations would be set.
Naturally, some of the commercial
fishermen present, and even a few who supposedly represent the angling sector,
expressed doubt about the accuracy of the MRIP estimates, and questioned
whether the Council could justify reallocating fish based on MRIP estimates
that, as evidenced by the higher CVs, even the Scientific and Statistical
Committee seemed to doubt.
And that’s when the most
interesting comment was made by the SSC’s Chairman.
It seems that the Scientific and Statistical
Committee’s cautious approach to MRIP wasn’t merely due to the newness of the
revised estimates, and the need to be careful until there are a few more years
of data to confirm the estimates’ validity.
It seems that the SSC has been
listening very carefully to the advisors’ criticisms of MRIP, and
that those criticisms have led the SSC to consider why the MRIP estimates seem to
diverge so much from the advisors’ views of the fishery. Thus, those criticisms, and the questions
that they raised, were one of the factors that caused the SSC to increase the CVs
in a couple of fisheries, and so lower the recreational harvest limits for 2020
and 2021.
Thus, by their relentless
criticism of MRIP, some of those advisors, who typically argue for higher
recreational harvest limits, helped to convince the SSC to increase the CVs,
and so lower the harvest limits in upcoming years.
Which is why it’s probably a good
idea to thoroughly understand the management process, and how each factor plays
into management decisions, before shooting off your mouth.
Because you might end up shooting
off your own foot as well.
No comments:
Post a Comment