OENO One · 2018 · 27 citations · 42 references
AgricultureEnologyViticultureGrapevine PhysiologySpatial AnalysisVineyard ManagementField ZoningGrape Maturity AssessmentInterpolation TechniquesMicroclimate MonitoringSpatial InterpolationCross-validationField ObservationsRipeness Prediction ModelsSite ZoningSpatial VariabilitySpatial Variability In VineyardsTerrain-based ZoningVineyard Monitoring
Temperature is a driving climate variable for grapevine development and grape ripening kinetics. The current study first reports interpolation of daily minimum and maximum temperature data by a weather station network from 2001 to 2005 in the Bordeaux (France) region by means of regression kriging using terrain, satellite and land-cover derived covariates. Second it analyses the interpolation procedure errors in agroclimatic indices by means of cross validation and then it compares the field observations of grapevine phenology to temperature-based predicted phenology applied to interpolated data. Finally it proposes a simple method to perform a zoning of Bordeaux vineyards based upon the spatialized prediction of the day on which grape sugar content reaches 200 g.L-1. The zoning performed shows large potential differences in grape maturity date (up to 20 days) induced by temperature spatial variability in a low relief area.
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The role of increasing temperature variability in European summer heatwaves
Christoph Schär, Pier Luigi Vidale, Daniel Lüthi et al. · Nature · 2004 · 2.8K citations
Statistics for Spatial Data, Revised Edition.
Noel Cressie · Biometrics · 1994 · 1.9K citations
Computing, Geography, Geoinformatics +12