Cultivar recommendation is a key factor in cropping system management. Classical approaches based on comparative multi-environmental trials can hardly explore the agro-climatic and management heterogeneity farmers may have to face. Moreover, they struggle to keep up with the number of genotypes commercially released each year. We propose a new approach based on the integration of in silico ideotyping and functional trait profiling, with the common bean (Phaseoulus vulgaris L.) in Northern Italy as a case study. Statistical distributions for six functional traits (light extinction coefficient, radiation use efficiency, thermal time to first pod and maturity, seed weight, plant height) were derived for 24 bean varieties. The analysis of soil, climate and management in the study area led us to define 21 homogeneous contexts, for which ideotypes were identified using the crop model STICS (Simulateur mulTIdisciplinaire pour les Cultures Standard), the E-FAST (Extended Fourier Amplitude Sensitivity Test) sensitivity analysis method, and the distributions of functional traits. For each context, the 24 cultivars were ranked according to the similarity (weighted Euclidean distance) with the ideotype. Context-specific ideotypes mainly differed for phenological adaptation to specific combinations of climate and management (sowing time) factors, and this reflected in the cultivar recommendation for the different contexts. Feedbacks from bean technicians in the study area confirmed the reliability of the results and, in turn, of the proposed methodology.
Analysis of the Similarity between in Silico Ideotypes and Phenotypic Profiles to Support Cultivar Recommendation: A Case Study on Phaseolus vulgaris L / L. Paleari, F.M. Vesely, R.A. Ravasi, E. Movedi, S. Tartarini, M. Invernizzi, R. Confalonieri. - In: AGRONOMY. - ISSN 2073-4395. - 10:11(2020 Nov 07).
|Titolo:||Analysis of the Similarity between in Silico Ideotypes and Phenotypic Profiles to Support Cultivar Recommendation: A Case Study on Phaseolus vulgaris L.|
PALEARI, LIVIA (Primo) (Corresponding)
VESELY, FOSCO MATTIA (Secondo)
INVERNIZZI, MATTIA (Penultimo)
CONFALONIERI, ROBERTO (Ultimo) (Corresponding)
|Parole Chiave:||variety choice; crop modelling; STICS; E-FAST sensitivity analysis method; yield stability; parameter distributions|
|Settore Scientifico Disciplinare:||Settore AGR/02 - Agronomia e Coltivazioni Erbacee|
|Data di pubblicazione:||7-nov-2020|
|Digital Object Identifier (DOI):||http://dx.doi.org/10.3390/agronomy10111733|
|Appare nelle tipologie:||01 - Articolo su periodico|