Italy is a world leader for viticulture and wine business with an export valued 7 billion of euros in 2021, and wine being the second most exported product within the national agri-food sector. However, these figures might be threatened by climate change and winegrowers call for more reliable local information on future impacts of climate change on viticulture.The study aims to understand the impact of climate on wine production in Italy using grape productivity data and bioclimatic indices. Using temperature and precipitation observations from the E-OBS gridded dataset, a set of bioclimatic indices recommended by the International Organisation of Vine and Wine guidelines is calculated and correlated with grape productivity data at the regional scale (Nomenclature of territorial units for statistics, NUTS, level 2) over the last 39 years (1980-2019). The study investigates how both long-term change and natural variability of the bioclimatic indices impacted on grape productivity. Both single and multi-regression approaches are applied to assess the portion of grape productivity variability explained by the selected indices.When the single-regression approach is applied, the correlations between bioclimatic indices and grape productivity explain up to the 45 % of total production variability, however they are statistically significant only in few regions. Conversely, the multi-regression approach improves the proportion of variance explained and gives statistically significative results in region where the single regression is not statically significant.The multi-regressive approach shows the added value of considering the interplay of different bioclimatic indices in explaining the overall variability of productivity. The possibility of using bioclimatic indicators as a proxy for grape productivity provides a simple tool that grape growers, wine consortia and policy makers can use to adapt to future climate.
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National Climate Center China Meteorological AdministrationNational Climate Center China Meteorological Administration
董文杰
丑洁明
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Key Laboratory of Regional Climate-Environment for East Asia Institute of Atmospheric Physics,Chinese Academy of SciencesNational Climate Center China Meteorological Administration
丑洁明
封国林
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National Climate Center China Meteorological AdministrationNational Climate Center China Meteorological Administration
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Department of Plant Science, Research Institute of Agriculture and Life Sciences, College of Agriculture and Life Sciences, Seoul National University, SeoulDepartment of Plant Science, Research Institute of Agriculture and Life Sciences, College of Agriculture and Life Sciences, Seoul National University, Seoul
Kim D.-S.
Kim K.S.
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Department of Plant Science, Research Institute of Agriculture and Life Sciences, College of Agriculture and Life Sciences, Seoul National University, SeoulDepartment of Plant Science, Research Institute of Agriculture and Life Sciences, College of Agriculture and Life Sciences, Seoul National University, Seoul
Kim K.S.
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Ko J.
Kim M.C.
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Department of Agronomy, Gyengsang National University, Chinju, KyungnamDepartment of Plant Science, Research Institute of Agriculture and Life Sciences, College of Agriculture and Life Sciences, Seoul National University, Seoul
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Northwest A&F Univ, Coll Forestry, Yangling 712100, Shaanxi, Peoples R ChinaNorthwest A&F Univ, Coll Forestry, Yangling 712100, Shaanxi, Peoples R China
Hao, Hongke
Dai, Li
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Dingbian Dis & Pests Control & Fire Prevent Stn F, Dingbian 718600, Peoples R ChinaNorthwest A&F Univ, Coll Forestry, Yangling 712100, Shaanxi, Peoples R China
Dai, Li
Wang, Kui
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Chinese Acad Forestry, Inst Chem Ind Forest Prod, Nanjing 210042, Peoples R China
Natl Engn Lab Biomass Chem Utilizat, Nanjing 210042, Peoples R ChinaNorthwest A&F Univ, Coll Forestry, Yangling 712100, Shaanxi, Peoples R China
Wang, Kui
Xu, Junming
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Chinese Acad Forestry, Inst Chem Ind Forest Prod, Nanjing 210042, Peoples R China
Natl Engn Lab Biomass Chem Utilizat, Nanjing 210042, Peoples R ChinaNorthwest A&F Univ, Coll Forestry, Yangling 712100, Shaanxi, Peoples R China
Xu, Junming
Liu, Weiguo
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Northwest A&F Univ, Coll Forestry, Yangling 712100, Shaanxi, Peoples R China
Qinling Natl Forest Ecosyst Res Stn, Yangling 712100, Shaanxi, Peoples R ChinaNorthwest A&F Univ, Coll Forestry, Yangling 712100, Shaanxi, Peoples R China
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Univ New S Wales, Sch Civil & Environm Engn, Water Res Ctr, Sydney, NSW 2052, AustraliaUniv New S Wales, Sch Civil & Environm Engn, Water Res Ctr, Sydney, NSW 2052, Australia
Mehrotra, R.
Sharma, Ashish
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Univ New S Wales, Sch Civil & Environm Engn, Water Res Ctr, Sydney, NSW 2052, AustraliaUniv New S Wales, Sch Civil & Environm Engn, Water Res Ctr, Sydney, NSW 2052, Australia