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A model library to simulate grapevine growth and development: software implementation, sensitivity analysis and field level application

Articolo
Data di Pubblicazione:
2018
Abstract:
Simulation modelling applied to grapevine is a promising tool to unravel the tight interactions between agricultural management and pedo-climatic conditions, and their impact on yield variability. This is an urgent need in current conditions, and in light of climate change, which is expected to deeply affect the performances of vine cropping systems. Here we present a BioMA software component (UNIFI.GrapeML), which is a model library of grapevine physiological processes. We used it to develop a new grapevine model considering the impact of soil water availability on yield, selecting a Spanish vineyard as case study (Chardonnay variety). We inspected its behavior with sensitivity analysis techniques, selecting the most relevant parameters to calibrate for matching reference data. The accuracy in reproducing phenology (average Pearson (r) over bar = 0.57), soil water content ((r) over bar = 0.70) and yield (r = 0.59) proved its capability to respond to weather variability, and the efficiency of BioMA software architecture in developing agricultural models.
Tipologia CRIS:
01.01 Articolo in rivista
Keywords:
BioMA platform; Chardonnay; Latin hypercube sampling; Simplex optimization; Sobol' total order Vineyard
Elenco autori:
Moriondo, Marco
Autori di Ateneo:
MORIONDO MARCO
Link alla scheda completa:
https://iris.cnr.it/handle/20.500.14243/404831
Pubblicato in:
EUROPEAN JOURNAL OF AGRONOMY
Journal
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