Cargando…

Linking crop yield anomalies to large-scale atmospheric circulation in Europe

Understanding the effects of climate variability and extremes on crop growth and development represents a necessary step to assess the resilience of agricultural systems to changing climate conditions. This study investigates the links between the large-scale atmospheric circulation and crop yields...

Descripción completa

Detalles Bibliográficos
Autores principales: Ceglar, Andrej, Turco, Marco, Toreti, Andrea, Doblas-Reyes, Francisco J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier Science Publishers B.V 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5465944/
https://www.ncbi.nlm.nih.gov/pubmed/28626277
http://dx.doi.org/10.1016/j.agrformet.2017.03.019
_version_ 1783243012424335360
author Ceglar, Andrej
Turco, Marco
Toreti, Andrea
Doblas-Reyes, Francisco J.
author_facet Ceglar, Andrej
Turco, Marco
Toreti, Andrea
Doblas-Reyes, Francisco J.
author_sort Ceglar, Andrej
collection PubMed
description Understanding the effects of climate variability and extremes on crop growth and development represents a necessary step to assess the resilience of agricultural systems to changing climate conditions. This study investigates the links between the large-scale atmospheric circulation and crop yields in Europe, providing the basis to develop seasonal crop yield forecasting and thus enabling a more effective and dynamic adaptation to climate variability and change. Four dominant modes of large-scale atmospheric variability have been used: North Atlantic Oscillation, Eastern Atlantic, Scandinavian and Eastern Atlantic-Western Russia patterns. Large-scale atmospheric circulation explains on average 43% of inter-annual winter wheat yield variability, ranging between 20% and 70% across countries. As for grain maize, the average explained variability is 38%, ranging between 20% and 58%. Spatially, the skill of the developed statistical models strongly depends on the large-scale atmospheric variability impact on weather at the regional level, especially during the most sensitive growth stages of flowering and grain filling. Our results also suggest that preceding atmospheric conditions might provide an important source of predictability especially for maize yields in south-eastern Europe. Since the seasonal predictability of large-scale atmospheric patterns is generally higher than the one of surface weather variables (e.g. precipitation) in Europe, seasonal crop yield prediction could benefit from the integration of derived statistical models exploiting the dynamical seasonal forecast of large-scale atmospheric circulation.
format Online
Article
Text
id pubmed-5465944
institution National Center for Biotechnology Information
language English
publishDate 2017
publisher Elsevier Science Publishers B.V
record_format MEDLINE/PubMed
spelling pubmed-54659442017-06-16 Linking crop yield anomalies to large-scale atmospheric circulation in Europe Ceglar, Andrej Turco, Marco Toreti, Andrea Doblas-Reyes, Francisco J. Agric For Meteorol Article Understanding the effects of climate variability and extremes on crop growth and development represents a necessary step to assess the resilience of agricultural systems to changing climate conditions. This study investigates the links between the large-scale atmospheric circulation and crop yields in Europe, providing the basis to develop seasonal crop yield forecasting and thus enabling a more effective and dynamic adaptation to climate variability and change. Four dominant modes of large-scale atmospheric variability have been used: North Atlantic Oscillation, Eastern Atlantic, Scandinavian and Eastern Atlantic-Western Russia patterns. Large-scale atmospheric circulation explains on average 43% of inter-annual winter wheat yield variability, ranging between 20% and 70% across countries. As for grain maize, the average explained variability is 38%, ranging between 20% and 58%. Spatially, the skill of the developed statistical models strongly depends on the large-scale atmospheric variability impact on weather at the regional level, especially during the most sensitive growth stages of flowering and grain filling. Our results also suggest that preceding atmospheric conditions might provide an important source of predictability especially for maize yields in south-eastern Europe. Since the seasonal predictability of large-scale atmospheric patterns is generally higher than the one of surface weather variables (e.g. precipitation) in Europe, seasonal crop yield prediction could benefit from the integration of derived statistical models exploiting the dynamical seasonal forecast of large-scale atmospheric circulation. Elsevier Science Publishers B.V 2017-06-15 /pmc/articles/PMC5465944/ /pubmed/28626277 http://dx.doi.org/10.1016/j.agrformet.2017.03.019 Text en © 2017 The Author(s) http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Article
Ceglar, Andrej
Turco, Marco
Toreti, Andrea
Doblas-Reyes, Francisco J.
Linking crop yield anomalies to large-scale atmospheric circulation in Europe
title Linking crop yield anomalies to large-scale atmospheric circulation in Europe
title_full Linking crop yield anomalies to large-scale atmospheric circulation in Europe
title_fullStr Linking crop yield anomalies to large-scale atmospheric circulation in Europe
title_full_unstemmed Linking crop yield anomalies to large-scale atmospheric circulation in Europe
title_short Linking crop yield anomalies to large-scale atmospheric circulation in Europe
title_sort linking crop yield anomalies to large-scale atmospheric circulation in europe
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5465944/
https://www.ncbi.nlm.nih.gov/pubmed/28626277
http://dx.doi.org/10.1016/j.agrformet.2017.03.019
work_keys_str_mv AT ceglarandrej linkingcropyieldanomaliestolargescaleatmosphericcirculationineurope
AT turcomarco linkingcropyieldanomaliestolargescaleatmosphericcirculationineurope
AT toretiandrea linkingcropyieldanomaliestolargescaleatmosphericcirculationineurope
AT doblasreyesfranciscoj linkingcropyieldanomaliestolargescaleatmosphericcirculationineurope