1The University of Sydney, School of Civil Engineering, Laboratory for Advanced Environmental Engineering Research, 2006m Sydney, NSW, Australia
2ISI Foundation, Villa Gualino, viale San Severo 65, 10133, Torino, Italy
3Università di Torino, DISAFA, Entomologia e Zoologia Applicate all'Ambiente, Grugliasco, Italy
4Istituto di Virologia Vegetale, CNR, Torino, Italy
*Corresponding author e-mail: Federico Maggi (federico.maggi@sydney.edu.au)
Online published on 5 January, 2015.
A dynamic model of “flavescence dorée” phytoplasma (FD) in grapevine transmitted by the leafhopper Scaphoideus titanus was developed and tested. The model accounted for the biological life cycle of S. titanus on Vitis vinifera, epidemics progression in V. vinifera, vineyard setting, and agronomic practices aimed to control the epidemics. It was comprehensively tested against data sets of FD presence gathered in various vineyards in Piemonte, Italy, over nine years. The model achieved a correlation coefficient (R) and residual (NRMSE) against observations in the range R ≥ 91.3% and NRMSE ≤ 12.59%, respectively. A stochastic sensitivity analysis showed that FD progression was slightly more susceptible to uncertainty in S. titanus life cycle parameters than equivalent uncertainty in FD pathogen acquisition and transmission between plant and insect and initial conditions. Examples of analysis of outbreak scenarios and assessment of effectiveness of mitigation measures showed that combinations of insecticide applications and plant roguing were optimal to reduce FD progression within time scales of about 10 to 15 years. On a wider perspective, evidence validated by comparison with empirical data is presented for the potential use of epidemiological models in decision making when control strategies should be implemented in agronomic practices.
“Flavescence dorée”, Scaphoideus titanus, Vitis vinifera, epidemiological modelling, insecticides