Analysis and forecast of Pontic shad (Alosa immaculata) catch in the Danube River

The relationship between the Lower Danube River level and Romanian annual catches of Pontic shad (Alosa immaculata, Bennett 1835) were analyzed. For analysis of long term data on the Danube River water level and Pontic shad catch, combinations of different methods were applied using statistical programs, SPSS 13.0 and MATLAB 6. Periodograms, containing cyclic patterns, were obtained using Fourier analysis. Significant oscillations were determined with Fisher-Whittle’s tests and residuals were calculated after subtracting these significant oscillations from the original signals. Autoregressive moving average (ARMA) models of residuals were finally applied. Results indicated that river water levels, and especially those in May, greatly explained the fluctuations of Pontic shad catch. Annual landings varied greatly and appeared to be cyclic. Varying river flow was considered to be one of the most important factors that cause fluctuations in the size of populations. Forecast indicates gradual increase of the catch in the next decade, followed by a decrease in other decades. Estimated as a vulnerable species of fish by the IUCN, development of the forecasting model of the future catch oscillations could be very helpful to regulate fishing efforts towards the sustainable use of stocks and species conservation.

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Main Authors: Smederevac-Lalić, M., Kalauzi, A., Regner, S., Navodaru, I., Višnjić-Jeftić, Ž., Gačić, Z., Lenhardt, M.
Format: Journal Contribution biblioteca
Language:English
Published: 2018
Subjects:Fish catch, Water level, Oscillations, Model, Prediction, Alosa immaculata,
Online Access:http://hdl.handle.net/1834/13366
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spelling dig-aquadocs-1834-133662021-05-19T06:42:07Z Analysis and forecast of Pontic shad (Alosa immaculata) catch in the Danube River Smederevac-Lalić, M. Kalauzi, A. Regner, S. Navodaru, I. Višnjić-Jeftić, Ž. Gačić, Z. Lenhardt, M. Fish catch Water level Oscillations Model Prediction Alosa immaculata The relationship between the Lower Danube River level and Romanian annual catches of Pontic shad (Alosa immaculata, Bennett 1835) were analyzed. For analysis of long term data on the Danube River water level and Pontic shad catch, combinations of different methods were applied using statistical programs, SPSS 13.0 and MATLAB 6. Periodograms, containing cyclic patterns, were obtained using Fourier analysis. Significant oscillations were determined with Fisher-Whittle’s tests and residuals were calculated after subtracting these significant oscillations from the original signals. Autoregressive moving average (ARMA) models of residuals were finally applied. Results indicated that river water levels, and especially those in May, greatly explained the fluctuations of Pontic shad catch. Annual landings varied greatly and appeared to be cyclic. Varying river flow was considered to be one of the most important factors that cause fluctuations in the size of populations. Forecast indicates gradual increase of the catch in the next decade, followed by a decrease in other decades. Estimated as a vulnerable species of fish by the IUCN, development of the forecasting model of the future catch oscillations could be very helpful to regulate fishing efforts towards the sustainable use of stocks and species conservation. Published 2018-07-29T14:42:29Z 2018-07-29T14:42:29Z 2018 Journal Contribution Refereed 1562-2916 http://hdl.handle.net/1834/13366 en pp.443-457 Danube River Serbia
institution UNESCO
collection DSpace
country Francia
countrycode FR
component Bibliográfico
access En linea
databasecode dig-aquadocs
tag biblioteca
region Europa del Oeste
libraryname Repositorio AQUADOCS
language English
topic Fish catch
Water level
Oscillations
Model
Prediction
Alosa immaculata
Fish catch
Water level
Oscillations
Model
Prediction
Alosa immaculata
spellingShingle Fish catch
Water level
Oscillations
Model
Prediction
Alosa immaculata
Fish catch
Water level
Oscillations
Model
Prediction
Alosa immaculata
Smederevac-Lalić, M.
Kalauzi, A.
Regner, S.
Navodaru, I.
Višnjić-Jeftić, Ž.
Gačić, Z.
Lenhardt, M.
Analysis and forecast of Pontic shad (Alosa immaculata) catch in the Danube River
description The relationship between the Lower Danube River level and Romanian annual catches of Pontic shad (Alosa immaculata, Bennett 1835) were analyzed. For analysis of long term data on the Danube River water level and Pontic shad catch, combinations of different methods were applied using statistical programs, SPSS 13.0 and MATLAB 6. Periodograms, containing cyclic patterns, were obtained using Fourier analysis. Significant oscillations were determined with Fisher-Whittle’s tests and residuals were calculated after subtracting these significant oscillations from the original signals. Autoregressive moving average (ARMA) models of residuals were finally applied. Results indicated that river water levels, and especially those in May, greatly explained the fluctuations of Pontic shad catch. Annual landings varied greatly and appeared to be cyclic. Varying river flow was considered to be one of the most important factors that cause fluctuations in the size of populations. Forecast indicates gradual increase of the catch in the next decade, followed by a decrease in other decades. Estimated as a vulnerable species of fish by the IUCN, development of the forecasting model of the future catch oscillations could be very helpful to regulate fishing efforts towards the sustainable use of stocks and species conservation.
format Journal Contribution
topic_facet Fish catch
Water level
Oscillations
Model
Prediction
Alosa immaculata
author Smederevac-Lalić, M.
Kalauzi, A.
Regner, S.
Navodaru, I.
Višnjić-Jeftić, Ž.
Gačić, Z.
Lenhardt, M.
author_facet Smederevac-Lalić, M.
Kalauzi, A.
Regner, S.
Navodaru, I.
Višnjić-Jeftić, Ž.
Gačić, Z.
Lenhardt, M.
author_sort Smederevac-Lalić, M.
title Analysis and forecast of Pontic shad (Alosa immaculata) catch in the Danube River
title_short Analysis and forecast of Pontic shad (Alosa immaculata) catch in the Danube River
title_full Analysis and forecast of Pontic shad (Alosa immaculata) catch in the Danube River
title_fullStr Analysis and forecast of Pontic shad (Alosa immaculata) catch in the Danube River
title_full_unstemmed Analysis and forecast of Pontic shad (Alosa immaculata) catch in the Danube River
title_sort analysis and forecast of pontic shad (alosa immaculata) catch in the danube river
publishDate 2018
url http://hdl.handle.net/1834/13366
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