Back to Search
Start Over
A model library to simulate grapevine growth and development: software implementation, sensitivity analysis and field level application
- Source :
- European journal of agronomy 99 (2018): 92–105. doi:10.1016/j.eja.2018.06.006, info:cnr-pdr/source/autori:Leolini, L.; Bregaglio, S.; Moriondo, M.; Ramos, M. C.; Bindi, M.; Ginaldi, F./titolo:A model library to simulate grapevine growth and development: software implementation, sensitivity analysis and field level application/doi:10.1016%2Fj.eja.2018.06.006/rivista:European journal of agronomy/anno:2018/pagina_da:92/pagina_a:105/intervallo_pagine:92–105/volume:99
- Publication Year :
- 2018
- Publisher :
- Elsevier BV, 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 ¯ = 0.57), soil water content ( r ¯ = 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.
- Subjects :
- Matching (statistics)
BioMA
010504 meteorology & atmospheric sciences
Reference data (financial markets)
Soil Science
04 agricultural and veterinary sciences
Plant Science
Agricultural engineering
Chardonnay
01 natural sciences
Vineyard
040501 horticulture
Agronomy
Yield (wine)
Component-based software engineering
Sobol' total order Vineyard
Environmental science
Sensitivity (control systems)
0405 other agricultural sciences
Software architecture
Agronomy and Crop Science
Latin hypercube sampling
BioMA platform
Simplex optimization
0105 earth and related environmental sciences
Subjects
Details
- ISSN :
- 11610301
- Volume :
- 99
- Database :
- OpenAIRE
- Journal :
- European Journal of Agronomy
- Accession number :
- edsair.doi.dedup.....e4ee3ab75890ed0b7d57175bb2a6fcce
- Full Text :
- https://doi.org/10.1016/j.eja.2018.06.006