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The a4a Initiative
     (draft)

                   Ernesto Jardim*
                        Colin Millar
                    Iago Mosqueira
                        Chato Osio
                       Finlay Scott

                             JRC
          Unit of Maritime Affairs
                          Fishreg
             * ernesto.jardim@jrc.ec.europa.eu
a4a Init




             Long term vision

To have a group of standard    methods that can
be applied rapidly to a large number of stocks,
without requiring a strong statistical technical
background, but making use of the technical
knowledge on the fisheries, stocks and ecosystem
characteristics.
a4a Init




Why ?
a4a Init




   Increasing demand for marine fish
 abundance and exploitation estimates.



                       Large investments being made in
                            collecting information.



Increasing will to rely on scientific advice
       for fisheries management.
a4a Init




      Setting the scene in Europe
●   Biological parameters (growth & reproduction) are
    being collected for 250+ stocks in waters where
    European fleets operate.
●
    DCF's “concurrent sampling” concept(**)
    requires sampling all or a predefined assemblage
    of species, simultaneously in a vessel's catches or
    landings
●
    DCF & Advice budget 2007-2013 is ~360m€(*)
(*) SEC(2011) 1417 final (**) 2008/949/EC, Annex, Chapter I, 1.b
a4a Init




      Setting the scene in Europe
●   The DCF reports make it difficult to evaluate the
    number of species each Member State is sampling,
    but it should be hundreds.
a4a Init




e.g. PT sampled species (lenghts)
a4a Init




      Setting the scene worldwide

●
    US law requires all
                    federal fisheries to come
    up with annual catch limits, including
    appropriate buffers to account for scientific and
    management uncertainties.
a4a Init




                    However ...

●   Beddington et.al (2007) show that intermediate data
    stocks that are not being assessed make up for
    30% in the USA, 78% in New Zealand, 48% in
    Australia, 61% in the North-East Atlantic.
a4a Init




       So what ? (Miles dixit)


What if ~2020 EU fisheries scientists are asked
  to assess hundreds of stocks, and justify
        ~1bn€ spent in data collection ?
a4a Init
a4a Init




            Solution !?


Standardize and enter automatic mode !!
a4a Init




                            Solution !?


                  Estimate what you know,
                   MSE(*) what you don't,
                  and keep it intuitive !!




(*) Management Strategies Evaluation (kell et.al, 2007)
a4a Init




                     Solution !?


Move focus from numerical magic into more
interesting subjects, like ecossystem, population
or fleet dynamics.
a4a Init




               a4a initiative

(a) develop an assessment method
  targeting stocks that have a reduced knowledge
  base on biology and moderate time series on
  exploitation and abundance;

(b) trigger the discussion about the problem
  of massive stock assessment.

(c) capacity   building
a4a Init




                    How ?

(1) Define a moderate data stock (entry level)
(2) Develop a stock assessment framework
(3) Develop a forecasting algorithm based on
 MSE
(4) Make it intuitive
a4a Init




(1) The “moderate data stock”
(a) Exploitation
   ● Nominal effort

   ● Volume (L, D)

   ● Length frequencies



(b) Biology
   ● Information based knife edge mat ogive

   ● Indications for growth model

   ● Length – weight relationship



(c) Index   of abundance
a4a Init




(2) The stock assessment model framework

 ●   Non-Linear Mixed model implemented in
     R/FLR(*)/ADMB that can be applied rapidly
      to a wide range of situations with low
      parametrization requirements




(*) http://flr-project.org
a4a Init




 ●    As simple as a linear regression !?



               fmodel = separable()
          qmodel = trawl(techcreep=0.03)
           rmodel = beverton(a=s(NAO))




(*) http://flr-project.org
a4a Init




Testing, 1,2 …

WKLIFE stocks
Fishbase stocks(*)




(*) http://fishnet-dev.jrc.it/web/guest/a4a
a4a Init




Testing, 1,2 ...
a4a Init




(3) MSE in the context of a4a


A sophisticated forecasting algorithm that takes
into account structural uncertainty about
stock dynamics (growth, recruitment, maturity) and on
exploitation by commercial fleets (selectivity),
embedding the framework of decision making.
a4a Init




Fisheries Management Cycle
a4a Init




Management Strategies Evaluation (MSE)
a4a Init




The standard MSE

 ●
  OM uncertainty in growth, S/R and selectivity
 ● 3 HCR based on:



       catch, surveys, assessments
 ●   3 assessment models
       biodyn , simple and complex SCA
 ●   OE for catch and index
 ●   IE in F or catch
a4a Init




MSE example




(loosely based on
S.aurita in
Northwest Africa)
a4a Init




(4) Intuitive

 ●   Methods should be implemented in a way that it
      doesn't require a highly specialized statistician to
      use them.
 ●   Parametrization must have a biological meaning:
       trawl(catchability="linear")
       s(age, 4) + factor(year) + year

 ●   Courses and dissemination/demonstration actions
a4a Init




                Wrapping up


a4a aims to provide standard methods for
stock assessment and forecasting that can be applied
rapidly to a large number (all ?) stocks in a sea
basin.
a4a Init




  Thank you for your
      attention !



(https://fishreg.jrc.ec.europa.eu/web/a4a)

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a4a Initiative

  • 1. The a4a Initiative (draft) Ernesto Jardim* Colin Millar Iago Mosqueira Chato Osio Finlay Scott JRC Unit of Maritime Affairs Fishreg * ernesto.jardim@jrc.ec.europa.eu
  • 2. a4a Init Long term vision To have a group of standard methods that can be applied rapidly to a large number of stocks, without requiring a strong statistical technical background, but making use of the technical knowledge on the fisheries, stocks and ecosystem characteristics.
  • 4. a4a Init Increasing demand for marine fish abundance and exploitation estimates. Large investments being made in collecting information. Increasing will to rely on scientific advice for fisheries management.
  • 5. a4a Init Setting the scene in Europe ● Biological parameters (growth & reproduction) are being collected for 250+ stocks in waters where European fleets operate. ● DCF's “concurrent sampling” concept(**) requires sampling all or a predefined assemblage of species, simultaneously in a vessel's catches or landings ● DCF & Advice budget 2007-2013 is ~360m€(*) (*) SEC(2011) 1417 final (**) 2008/949/EC, Annex, Chapter I, 1.b
  • 6. a4a Init Setting the scene in Europe ● The DCF reports make it difficult to evaluate the number of species each Member State is sampling, but it should be hundreds.
  • 7. a4a Init e.g. PT sampled species (lenghts)
  • 8. a4a Init Setting the scene worldwide ● US law requires all federal fisheries to come up with annual catch limits, including appropriate buffers to account for scientific and management uncertainties.
  • 9. a4a Init However ... ● Beddington et.al (2007) show that intermediate data stocks that are not being assessed make up for 30% in the USA, 78% in New Zealand, 48% in Australia, 61% in the North-East Atlantic.
  • 10. a4a Init So what ? (Miles dixit) What if ~2020 EU fisheries scientists are asked to assess hundreds of stocks, and justify ~1bn€ spent in data collection ?
  • 12. a4a Init Solution !? Standardize and enter automatic mode !!
  • 13. a4a Init Solution !? Estimate what you know, MSE(*) what you don't, and keep it intuitive !! (*) Management Strategies Evaluation (kell et.al, 2007)
  • 14. a4a Init Solution !? Move focus from numerical magic into more interesting subjects, like ecossystem, population or fleet dynamics.
  • 15. a4a Init a4a initiative (a) develop an assessment method targeting stocks that have a reduced knowledge base on biology and moderate time series on exploitation and abundance; (b) trigger the discussion about the problem of massive stock assessment. (c) capacity building
  • 16. a4a Init How ? (1) Define a moderate data stock (entry level) (2) Develop a stock assessment framework (3) Develop a forecasting algorithm based on MSE (4) Make it intuitive
  • 17. a4a Init (1) The “moderate data stock” (a) Exploitation ● Nominal effort ● Volume (L, D) ● Length frequencies (b) Biology ● Information based knife edge mat ogive ● Indications for growth model ● Length – weight relationship (c) Index of abundance
  • 18. a4a Init (2) The stock assessment model framework ● Non-Linear Mixed model implemented in R/FLR(*)/ADMB that can be applied rapidly to a wide range of situations with low parametrization requirements (*) http://flr-project.org
  • 19. a4a Init ● As simple as a linear regression !? fmodel = separable() qmodel = trawl(techcreep=0.03) rmodel = beverton(a=s(NAO)) (*) http://flr-project.org
  • 20. a4a Init Testing, 1,2 … WKLIFE stocks Fishbase stocks(*) (*) http://fishnet-dev.jrc.it/web/guest/a4a
  • 22. a4a Init (3) MSE in the context of a4a A sophisticated forecasting algorithm that takes into account structural uncertainty about stock dynamics (growth, recruitment, maturity) and on exploitation by commercial fleets (selectivity), embedding the framework of decision making.
  • 24. a4a Init Management Strategies Evaluation (MSE)
  • 25. a4a Init The standard MSE ● OM uncertainty in growth, S/R and selectivity ● 3 HCR based on: catch, surveys, assessments ● 3 assessment models biodyn , simple and complex SCA ● OE for catch and index ● IE in F or catch
  • 26. a4a Init MSE example (loosely based on S.aurita in Northwest Africa)
  • 27. a4a Init (4) Intuitive ● Methods should be implemented in a way that it doesn't require a highly specialized statistician to use them. ● Parametrization must have a biological meaning: trawl(catchability="linear") s(age, 4) + factor(year) + year ● Courses and dissemination/demonstration actions
  • 28. a4a Init Wrapping up a4a aims to provide standard methods for stock assessment and forecasting that can be applied rapidly to a large number (all ?) stocks in a sea basin.
  • 29. a4a Init Thank you for your attention ! (https://fishreg.jrc.ec.europa.eu/web/a4a)