Multi-Temporal Analysis of Mean Annual and Seasonal Stream Flow Trends, Including Periodicity and Multiple Non-Linear Regression
Global warming affects the hydrological cycle and the long-term water budget of river basins. Flow variations have been noticed in the Danube River Basin, especially in its south-western parts where a downward trend in mean annual flows has been prevalent in the past several decades. Time series of...
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Kluwer Academic Publishers
2014
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Online Access: | https://grafar.grf.bg.ac.rs/handle/123456789/601 https://doi.org/10.1007/s11269-014-0753-5 |
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ftunibelgradfce:oai:grafar.grf.bg.ac.rs:123456789/601 2023-05-15T17:33:21+02:00 Multi-Temporal Analysis of Mean Annual and Seasonal Stream Flow Trends, Including Periodicity and Multiple Non-Linear Regression Stojković, Milan Ilić, Aleksandra Prohaska, Stevan Plavšić, Jasna 2014 https://grafar.grf.bg.ac.rs/handle/123456789/601 https://doi.org/10.1007/s11269-014-0753-5 unknown Kluwer Academic Publishers info:eu-repo/grantAgreement/MESTD/Technological Development (TD or TR)/37005/RS// 0920-4741 https://grafar.grf.bg.ac.rs/handle/123456789/601 doi:10.1007/s11269-014-0753-5 2-s2.0-85027932538 000340533300028 restrictedAccess ARR Water Resources Management Multi-temporal trend analysis Mann-Kendall test Periodicity Multiple non-linear regression Sava river article publishedVersion 2014 ftunibelgradfce https://doi.org/10.1007/s11269-014-0753-5 2023-04-12T10:11:50Z Global warming affects the hydrological cycle and the long-term water budget of river basins. Flow variations have been noticed in the Danube River Basin, especially in its south-western parts where a downward trend in mean annual flows has been prevalent in the past several decades. Time series of mean annual and seasonal flows of the Sava River at hydrological stations Sremska Mitrovica and Zagreb are analysed in this paper. The trend is assessed with the Mann-Kendall test including the effect of serial correlation. Additionally, the trends are assessed in the multi-temporal framework. It is concluded that the long-term periodicity of annual flows has a considerable impact on the time series trend. Long-term component with cycles of 40 years in mean annual flows are detected by the time series analysis in frequency domain. Regression analysis showed a significant correlation between mean annual flows of the Sava River and annual precipitation, mean annual atmospheric pressure and air temperatures at meteorological station Ljubljana, as well as with the North Atlantic Oscillation (NAO) Index. Article in Journal/Newspaper North Atlantic North Atlantic oscillation GraFar - Repository of the Faculty of Civil Engineering, University of Belgrade Kendall ENVELOPE(-59.828,-59.828,-63.497,-63.497) Water Resources Management 28 12 4319 4335 |
institution |
Open Polar |
collection |
GraFar - Repository of the Faculty of Civil Engineering, University of Belgrade |
op_collection_id |
ftunibelgradfce |
language |
unknown |
topic |
Multi-temporal trend analysis Mann-Kendall test Periodicity Multiple non-linear regression Sava river |
spellingShingle |
Multi-temporal trend analysis Mann-Kendall test Periodicity Multiple non-linear regression Sava river Stojković, Milan Ilić, Aleksandra Prohaska, Stevan Plavšić, Jasna Multi-Temporal Analysis of Mean Annual and Seasonal Stream Flow Trends, Including Periodicity and Multiple Non-Linear Regression |
topic_facet |
Multi-temporal trend analysis Mann-Kendall test Periodicity Multiple non-linear regression Sava river |
description |
Global warming affects the hydrological cycle and the long-term water budget of river basins. Flow variations have been noticed in the Danube River Basin, especially in its south-western parts where a downward trend in mean annual flows has been prevalent in the past several decades. Time series of mean annual and seasonal flows of the Sava River at hydrological stations Sremska Mitrovica and Zagreb are analysed in this paper. The trend is assessed with the Mann-Kendall test including the effect of serial correlation. Additionally, the trends are assessed in the multi-temporal framework. It is concluded that the long-term periodicity of annual flows has a considerable impact on the time series trend. Long-term component with cycles of 40 years in mean annual flows are detected by the time series analysis in frequency domain. Regression analysis showed a significant correlation between mean annual flows of the Sava River and annual precipitation, mean annual atmospheric pressure and air temperatures at meteorological station Ljubljana, as well as with the North Atlantic Oscillation (NAO) Index. |
format |
Article in Journal/Newspaper |
author |
Stojković, Milan Ilić, Aleksandra Prohaska, Stevan Plavšić, Jasna |
author_facet |
Stojković, Milan Ilić, Aleksandra Prohaska, Stevan Plavšić, Jasna |
author_sort |
Stojković, Milan |
title |
Multi-Temporal Analysis of Mean Annual and Seasonal Stream Flow Trends, Including Periodicity and Multiple Non-Linear Regression |
title_short |
Multi-Temporal Analysis of Mean Annual and Seasonal Stream Flow Trends, Including Periodicity and Multiple Non-Linear Regression |
title_full |
Multi-Temporal Analysis of Mean Annual and Seasonal Stream Flow Trends, Including Periodicity and Multiple Non-Linear Regression |
title_fullStr |
Multi-Temporal Analysis of Mean Annual and Seasonal Stream Flow Trends, Including Periodicity and Multiple Non-Linear Regression |
title_full_unstemmed |
Multi-Temporal Analysis of Mean Annual and Seasonal Stream Flow Trends, Including Periodicity and Multiple Non-Linear Regression |
title_sort |
multi-temporal analysis of mean annual and seasonal stream flow trends, including periodicity and multiple non-linear regression |
publisher |
Kluwer Academic Publishers |
publishDate |
2014 |
url |
https://grafar.grf.bg.ac.rs/handle/123456789/601 https://doi.org/10.1007/s11269-014-0753-5 |
long_lat |
ENVELOPE(-59.828,-59.828,-63.497,-63.497) |
geographic |
Kendall |
geographic_facet |
Kendall |
genre |
North Atlantic North Atlantic oscillation |
genre_facet |
North Atlantic North Atlantic oscillation |
op_source |
Water Resources Management |
op_relation |
info:eu-repo/grantAgreement/MESTD/Technological Development (TD or TR)/37005/RS// 0920-4741 https://grafar.grf.bg.ac.rs/handle/123456789/601 doi:10.1007/s11269-014-0753-5 2-s2.0-85027932538 000340533300028 |
op_rights |
restrictedAccess ARR |
op_doi |
https://doi.org/10.1007/s11269-014-0753-5 |
container_title |
Water Resources Management |
container_volume |
28 |
container_issue |
12 |
container_start_page |
4319 |
op_container_end_page |
4335 |
_version_ |
1766131831027007488 |