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: Arūnas Bukantis, Gytis Valaika
Format: Article in Journal/Newspaper
Language:English
Published: Vilnius Gediminas Technical University 2021
Subjects:
Online Access:https://doi.org/10.3846/jeelm.2021.15580
https://doaj.org/article/82999680a1b9448998a4fa1a21dfe3e4
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spelling ftdoajarticles:oai:doaj.org/article:82999680a1b9448998a4fa1a21dfe3e4 2023-05-15T15:07:11+02:00 Accuracy of monthly and seasonal forecasts generated for the territory of Lithuania using NOAA’s Climate Forecast System version 2 Arūnas Bukantis Gytis Valaika 2021-10-01T00:00:00Z https://doi.org/10.3846/jeelm.2021.15580 https://doaj.org/article/82999680a1b9448998a4fa1a21dfe3e4 EN eng Vilnius Gediminas Technical University https://journals.vgtu.lt/index.php/JEELM/article/view/15580 https://doaj.org/toc/1648-6897 https://doaj.org/toc/1822-4199 1648-6897 1822-4199 doi:10.3846/jeelm.2021.15580 https://doaj.org/article/82999680a1b9448998a4fa1a21dfe3e4 Journal of Environmental Engineering and Landscape Management, Vol 29, Iss 3, Pp 337-345 (2021) air temperature atmospheric circulation climate forecast system environment monitoring precipitations anomalies accuracy of forecasts Environmental engineering TA170-171 article 2021 ftdoajarticles https://doi.org/10.3846/jeelm.2021.15580 2022-12-31T10:09:19Z 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 Directory of Open Access Journals: DOAJ Articles 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 Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic air temperature
atmospheric circulation
climate forecast system
environment monitoring
precipitations anomalies
accuracy of forecasts
Environmental engineering
TA170-171
spellingShingle air temperature
atmospheric circulation
climate forecast system
environment monitoring
precipitations anomalies
accuracy of forecasts
Environmental engineering
TA170-171
Arūnas Bukantis
Gytis Valaika
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
Environmental engineering
TA170-171
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 Arūnas Bukantis
Gytis Valaika
author_facet Arūnas Bukantis
Gytis Valaika
author_sort Arūnas Bukantis
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 Gediminas Technical University
publishDate 2021
url https://doi.org/10.3846/jeelm.2021.15580
https://doaj.org/article/82999680a1b9448998a4fa1a21dfe3e4
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, Iss 3, Pp 337-345 (2021)
op_relation https://journals.vgtu.lt/index.php/JEELM/article/view/15580
https://doaj.org/toc/1648-6897
https://doaj.org/toc/1822-4199
1648-6897
1822-4199
doi:10.3846/jeelm.2021.15580
https://doaj.org/article/82999680a1b9448998a4fa1a21dfe3e4
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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