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Using agro-ecological zones to improve the representation of a multi-environment trial of soybean varieties
by
Martin, Nicolas
, Gilbert, Catherine
in
Adaptation
/ agro-ecological zones
/ Climate change
/ Climatic data
/ Cluster analysis
/ Cultivars
/ Environmental assessment
/ Environmental conditions
/ environmental representation
/ multi-environment trials
/ Performance evaluation
/ Plant breeding
/ Plant Science
/ Precipitation
/ Representations
/ Resource allocation
/ soybean adaptation
/ soybean maturity groups
/ Soybeans
/ target population of environments
/ Variables
2024
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Using agro-ecological zones to improve the representation of a multi-environment trial of soybean varieties
by
Martin, Nicolas
, Gilbert, Catherine
in
Adaptation
/ agro-ecological zones
/ Climate change
/ Climatic data
/ Cluster analysis
/ Cultivars
/ Environmental assessment
/ Environmental conditions
/ environmental representation
/ multi-environment trials
/ Performance evaluation
/ Plant breeding
/ Plant Science
/ Precipitation
/ Representations
/ Resource allocation
/ soybean adaptation
/ soybean maturity groups
/ Soybeans
/ target population of environments
/ Variables
2024
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Do you wish to request the book?
Using agro-ecological zones to improve the representation of a multi-environment trial of soybean varieties
by
Martin, Nicolas
, Gilbert, Catherine
in
Adaptation
/ agro-ecological zones
/ Climate change
/ Climatic data
/ Cluster analysis
/ Cultivars
/ Environmental assessment
/ Environmental conditions
/ environmental representation
/ multi-environment trials
/ Performance evaluation
/ Plant breeding
/ Plant Science
/ Precipitation
/ Representations
/ Resource allocation
/ soybean adaptation
/ soybean maturity groups
/ Soybeans
/ target population of environments
/ Variables
2024
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Using agro-ecological zones to improve the representation of a multi-environment trial of soybean varieties
Journal Article
Using agro-ecological zones to improve the representation of a multi-environment trial of soybean varieties
2024
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Overview
This research introduces a novel framework for enhancing soybean cultivation in North America by categorizing growing environments into distinct ecological and maturity-based zones. Using an integrated analysis of long-term climatic data and records of soybean varietal trials, this research generates a zonal environmental characterization which captures major components of the growing environment which affect the range of adaptation of soybean varieties. These findings have immediate applications for optimizing multi-environment soybean trials. This characterization allows breeders to assess the environmental representation of a multi-environmental trial of soybean varieties, and to strategize the distribution of testing and the placement of test sites accordingly. This application is demonstrated with a historical scenario of a soybean multi-environment trial, using two resource allocation models: one targeted towards improving the general adaptation of soybean varieties, which focuses on widely cultivated areas, and one targeted towards specific adaptation, which captures diverse environmental conditions. Ultimately, the study aims to improve the efficiency and impact of soybean breeding programs, leading to the development of cultivars resilient to variable and changing climates.
Publisher
Frontiers Media SA,Frontiers Media S.A
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