Development and evaluation of a multiple-pest, production situation specific model to simulate yield losses of rice in tropical Asia

Citation
L. Willocquet et al., Development and evaluation of a multiple-pest, production situation specific model to simulate yield losses of rice in tropical Asia, ECOL MODEL, 131(2-3), 2000, pp. 133-159
Citations number
67
Categorie Soggetti
Environment/Ecology
Journal title
ECOLOGICAL MODELLING
ISSN journal
03043800 → ACNP
Volume
131
Issue
2-3
Year of publication
2000
Pages
133 - 159
Database
ISI
SICI code
0304-3800(20000701)131:2-3<133:DAEOAM>2.0.ZU;2-A
Abstract
A yield loss simulation model for rice was developed to simulate injury mec hanisms due to pathogens, insects, and weeds, and the yield losses they cau se in a range of production situations. The structure of the model is simpl e, flexible, and involves as few parameters as possible. The model consists of two linked components. The first simulates the dynamics of the rice cro p, with accumulation of biomass and its daily partitioning towards leaves, stems, roots, and panicles. The second component simulates the dynamics of tillering, tiller maturation, panicle formation, and tiller death. Coupling functions representing damage mechanisms due to sheath blight, stem borers , and weeds were developed and parameterized from published and experimenta l data. Each of these injuries corresponds to a set of damage mechanisms, s ome of which are specific to the injury considered, while others are common to several injuries. The parameters required to simulate attainable growth and attainable yield were determined, using specific field experiments, un der three different production situations representing those commonly occur ring in the Philippines and in Vietnam. Yield loss simulations due to the d ifferent injuries, considered alone or in combination, were tested under th ese different production situations. The model accurately simulated attaina ble rice growth and development, and adequately accounted for the yield-red ucing effects of the different injury mechanisms considered. Results from s ensitivity analyses conducted at varying levels of injuries are discussed. This model can be used as a tool to set research priorities for novel plant protection strategies for rice in tropical Asia. (C) 2000 Elsevier Science B.V. All rights reserved.