Accuracy of monthly and seasonal forecasts generated for the territory of Lithuania using NOAA’s Climate Forecast System version 2

The objective of this paper is to assess the accuracy of air temperature and precipitation monthly and seasonal forecasts generated for the territory of Lithuania using the NOAA’s Climate Forecast System, version 2 (CFSv2) and to determine the atmospheric circulation conditions present at the time o...

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Published in:Journal of Environmental Engineering and Landscape Management
Main Authors: Bukantis, Arūnas, Valaika, Gytis
Format: Article in Journal/Newspaper
Language:English
Published: Vilnius Tech Press Technika 2021
Subjects:
Online Access:http://journals.vgtu.lt/index.php/JEELM/article/view/15580
https://doi.org/10.3846/jeelm.2021.15580
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spelling ftvilniusgtuojs:oai:journals.vgtu.lt:article/15580 2023-05-15T15:05:56+02:00 Accuracy of monthly and seasonal forecasts generated for the territory of Lithuania using NOAA’s Climate Forecast System version 2 Bukantis, Arūnas Valaika, Gytis 2021-10-25 application/pdf http://journals.vgtu.lt/index.php/JEELM/article/view/15580 https://doi.org/10.3846/jeelm.2021.15580 eng eng Vilnius Tech Press Technika http://journals.vgtu.lt/index.php/JEELM/article/view/15580/10786 http://journals.vgtu.lt/index.php/JEELM/article/view/15580 doi:10.3846/jeelm.2021.15580 Copyright (c) 2021 The Author(s). Published by Vilnius Gediminas Technical University. http://creativecommons.org/licenses/by/4.0 CC-BY Journal of Environmental Engineering and Landscape Management; Vol 29 No 3 (2021); 337-345 1822-4199 1648-6897 air temperature atmospheric circulation climate forecast system environment monitoring precipitations anomalies accuracy of forecasts info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion Peer-reviewed Article 2021 ftvilniusgtuojs https://doi.org/10.3846/jeelm.2021.15580 2021-11-18T00:07:41Z The objective of this paper is to assess the accuracy of air temperature and precipitation monthly and seasonal forecasts generated for the territory of Lithuania using the NOAA’s Climate Forecast System, version 2 (CFSv2) and to determine the atmospheric circulation conditions present at the time of initialization of the respective forecasts. The air temperature and precipitation data are obtained from three-month mean and monthly mean spatial anomalies during the period between 2012 and 2019. The accuracy of forecasts was performed in accordance with three criteria: range, state and the absolute error of the respective predicted anomaly. The study has shown that forecasts initialized 0–20 days in advance of the target month or season tend to be the most skilful. The accuracy of CFSv2 forecasts may be significantly impacted by the initial atmospheric circulation conditions present during the generation thereof. The study determined which phases of Arctic Oscillation (AO) and North Atlantic Oscillation (NAO) and which circulation types according to the Hess-Brezowsky classification are favourable/unfavourable for the monthly and seasonal forecasting of air temperature and precipitation. Article in Journal/Newspaper Arctic North Atlantic North Atlantic oscillation VGTU Journals (Vilnius Gediminas Technical University - Vilnius Tech) Arctic Hess ENVELOPE(-65.133,-65.133,-67.200,-67.200) Journal of Environmental Engineering and Landscape Management 29 3 337 345
institution Open Polar
collection VGTU Journals (Vilnius Gediminas Technical University - Vilnius Tech)
op_collection_id ftvilniusgtuojs
language English
topic air temperature
atmospheric circulation
climate forecast system
environment monitoring
precipitations anomalies
accuracy of forecasts
spellingShingle air temperature
atmospheric circulation
climate forecast system
environment monitoring
precipitations anomalies
accuracy of forecasts
Bukantis, Arūnas
Valaika, Gytis
Accuracy of monthly and seasonal forecasts generated for the territory of Lithuania using NOAA’s Climate Forecast System version 2
topic_facet air temperature
atmospheric circulation
climate forecast system
environment monitoring
precipitations anomalies
accuracy of forecasts
description The objective of this paper is to assess the accuracy of air temperature and precipitation monthly and seasonal forecasts generated for the territory of Lithuania using the NOAA’s Climate Forecast System, version 2 (CFSv2) and to determine the atmospheric circulation conditions present at the time of initialization of the respective forecasts. The air temperature and precipitation data are obtained from three-month mean and monthly mean spatial anomalies during the period between 2012 and 2019. The accuracy of forecasts was performed in accordance with three criteria: range, state and the absolute error of the respective predicted anomaly. The study has shown that forecasts initialized 0–20 days in advance of the target month or season tend to be the most skilful. The accuracy of CFSv2 forecasts may be significantly impacted by the initial atmospheric circulation conditions present during the generation thereof. The study determined which phases of Arctic Oscillation (AO) and North Atlantic Oscillation (NAO) and which circulation types according to the Hess-Brezowsky classification are favourable/unfavourable for the monthly and seasonal forecasting of air temperature and precipitation.
format Article in Journal/Newspaper
author Bukantis, Arūnas
Valaika, Gytis
author_facet Bukantis, Arūnas
Valaika, Gytis
author_sort Bukantis, Arūnas
title Accuracy of monthly and seasonal forecasts generated for the territory of Lithuania using NOAA’s Climate Forecast System version 2
title_short Accuracy of monthly and seasonal forecasts generated for the territory of Lithuania using NOAA’s Climate Forecast System version 2
title_full Accuracy of monthly and seasonal forecasts generated for the territory of Lithuania using NOAA’s Climate Forecast System version 2
title_fullStr Accuracy of monthly and seasonal forecasts generated for the territory of Lithuania using NOAA’s Climate Forecast System version 2
title_full_unstemmed Accuracy of monthly and seasonal forecasts generated for the territory of Lithuania using NOAA’s Climate Forecast System version 2
title_sort accuracy of monthly and seasonal forecasts generated for the territory of lithuania using noaa’s climate forecast system version 2
publisher Vilnius Tech Press Technika
publishDate 2021
url http://journals.vgtu.lt/index.php/JEELM/article/view/15580
https://doi.org/10.3846/jeelm.2021.15580
long_lat ENVELOPE(-65.133,-65.133,-67.200,-67.200)
geographic Arctic
Hess
geographic_facet Arctic
Hess
genre Arctic
North Atlantic
North Atlantic oscillation
genre_facet Arctic
North Atlantic
North Atlantic oscillation
op_source Journal of Environmental Engineering and Landscape Management; Vol 29 No 3 (2021); 337-345
1822-4199
1648-6897
op_relation http://journals.vgtu.lt/index.php/JEELM/article/view/15580/10786
http://journals.vgtu.lt/index.php/JEELM/article/view/15580
doi:10.3846/jeelm.2021.15580
op_rights Copyright (c) 2021 The Author(s). Published by Vilnius Gediminas Technical University.
http://creativecommons.org/licenses/by/4.0
op_rightsnorm CC-BY
op_doi https://doi.org/10.3846/jeelm.2021.15580
container_title Journal of Environmental Engineering and Landscape Management
container_volume 29
container_issue 3
container_start_page 337
op_container_end_page 345
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