A stepwise Fitting Procedure for automated fitting of Ecopath with Ecosim models

Erin Scott; Natalia Serpetti; Jeroen Steenbeek; Johanna Heymans

doi:10.1016/j.softx.2016.02.002

A stepwise Fitting Procedure for automated fitting of Ecopath with Ecosim models

Erin Scott
, Natalia Serpetti
, Jeroen Steenbeek
, Johanna Heymans

نتاج البحث: Article › مراجعة النظراء

74 اقتباسات (Scopus)

175 التنزيلات (Pure)

ملخص

The Stepwise Fitting Procedure automates testing of alternative hypotheses used for fitting Ecopath with Ecosim (EwE) models to observation reference data (Mackinson et al. 2009). The calibration of EwE model predictions to observed data is important to evaluate any model that will be used for ecosystem based management. Thus far, the model fitting procedure in EwE has been carried out manually: a repetitive task involving setting >1000>1000 specific individual searches to find the statistically ‘best fit’ model. The novel fitting procedure automates the manual procedure therefore producing accurate results and lets the modeller concentrate on investigating the ‘best fit’ model for ecological accuracy.

اللغة الأصلية	English
الصفحات (من إلى)	25-30
عدد الصفحات	6
دورية	SoftwareX
مستوى الصوت	5
المعرِّفات الرقمية للأشياء	https://doi.org/10.1016/j.softx.2016.02.002
حالة النشر	Published - 16 مارس 2016

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10.1016/j.softx.2016.02.002الترخيص: CC BY

GEN3947e_Scott_et_al_2016
© 2016 The Authors. Published by Elsevier B.V.
Final published version, ١٫١٨ MBالترخيص: CC BY

قم بذكر هذا

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title = "A stepwise Fitting Procedure for automated fitting of Ecopath with Ecosim models",

abstract = "The Stepwise Fitting Procedure automates testing of alternative hypotheses used for fitting Ecopath with Ecosim (EwE) models to observation reference data (Mackinson et al. 2009). The calibration of EwE model predictions to observed data is important to evaluate any model that will be used for ecosystem based management. Thus far, the model fitting procedure in EwE has been carried out manually: a repetitive task involving setting >1000>1000 specific individual searches to find the statistically {\textquoteleft}best fit{\textquoteright} model. The novel fitting procedure automates the manual procedure therefore producing accurate results and lets the modeller concentrate on investigating the {\textquoteleft}best fit{\textquoteright} model for ecological accuracy.",

keywords = "Stepwise model fitting procedure, Model fitting, Ecological modelling , Ecopath with Ecosim",

author = "Erin Scott and Natalia Serpetti and Jeroen Steenbeek and Johanna Heymans",

note = "{\textcopyright} 2016 The Authors. Published by Elsevier B.V.",

year = "2016",

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day = "16",

doi = "10.1016/j.softx.2016.02.002",

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AU - Scott, Erin

AU - Serpetti, Natalia

AU - Steenbeek, Jeroen

AU - Heymans, Johanna

PY - 2016/3/16

Y1 - 2016/3/16

N2 - The Stepwise Fitting Procedure automates testing of alternative hypotheses used for fitting Ecopath with Ecosim (EwE) models to observation reference data (Mackinson et al. 2009). The calibration of EwE model predictions to observed data is important to evaluate any model that will be used for ecosystem based management. Thus far, the model fitting procedure in EwE has been carried out manually: a repetitive task involving setting >1000>1000 specific individual searches to find the statistically ‘best fit’ model. The novel fitting procedure automates the manual procedure therefore producing accurate results and lets the modeller concentrate on investigating the ‘best fit’ model for ecological accuracy.

AB - The Stepwise Fitting Procedure automates testing of alternative hypotheses used for fitting Ecopath with Ecosim (EwE) models to observation reference data (Mackinson et al. 2009). The calibration of EwE model predictions to observed data is important to evaluate any model that will be used for ecosystem based management. Thus far, the model fitting procedure in EwE has been carried out manually: a repetitive task involving setting >1000>1000 specific individual searches to find the statistically ‘best fit’ model. The novel fitting procedure automates the manual procedure therefore producing accurate results and lets the modeller concentrate on investigating the ‘best fit’ model for ecological accuracy.

KW - Stepwise model fitting procedure

KW - Model fitting

KW - Ecological modelling

KW - Ecopath with Ecosim

U2 - 10.1016/j.softx.2016.02.002

DO - 10.1016/j.softx.2016.02.002

M3 - Article

SN - 2352-7110

VL - 5

SP - 25

EP - 30

JO - SoftwareX

JF - SoftwareX

ER -

A stepwise Fitting Procedure for automated fitting of Ecopath with Ecosim models

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