Research on Hybrid Crop Breeding Information Management System Based on Combining Ability Analysis
Combining ability analysis can be used to preliminarily identify the advantages and disadvantages of combinations and parents in earlier generations, enabling breeders to reduce the range of material, save breeding time, and improve breeding efficiency. An approach for combining ability analysis thr...
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doaj-8f250652967244c59de9f2b1c1ea1edb2020-11-25T03:03:39ZengMDPI AGSustainability2071-10502020-06-01124938493810.3390/su12124938Research on Hybrid Crop Breeding Information Management System Based on Combining Ability AnalysisYan-yun Han0Kai-yi Wang1Zhong-qiang Liu2Shou-hui Pan3Xiang-yu Zhao4Qi Zhang5Shu-feng Wang6Beijing Research Center for Information Technology in Agriculture, Beijing 100097, ChinaBeijing Research Center for Information Technology in Agriculture, Beijing 100097, ChinaBeijing Research Center for Information Technology in Agriculture, Beijing 100097, ChinaBeijing Research Center for Information Technology in Agriculture, Beijing 100097, ChinaBeijing Research Center for Information Technology in Agriculture, Beijing 100097, ChinaBeijing Research Center for Information Technology in Agriculture, Beijing 100097, ChinaBeijing Research Center for Information Technology in Agriculture, Beijing 100097, ChinaCombining ability analysis can be used to preliminarily identify the advantages and disadvantages of combinations and parents in earlier generations, enabling breeders to reduce the range of material, save breeding time, and improve breeding efficiency. An approach for combining ability analysis through the hybrid crop breeding information management system is presented. The general combining ability prediction effect of parents and the specific combining ability prediction effect of combinations are calculated to analyze hybrid combinations using the hybrid crop breeding information management system. The results provide the basis for parent selection and combination selection. The plant breeding trial management function of the system can provide convenient diallel crossing trial design, field planting plan, and combining ability analysis. In the system, the genealogy of breeding materials is traced with the combining ability test crosses. The selection of high-generation breeding materials can be performed in accordance with the combining ability test results of early generation materials. The system has been successfully applied to a large Chinese seed company. The combining ability test function automates data analysis and eliminates days in the decision-making process. The efficiency of the combining ability test analysis and test report generation has improved to more than double by using the system.https://www.mdpi.com/2071-1050/12/12/4938combining ability analysisbreeding informatizationcrop breeding information management system |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Yan-yun Han Kai-yi Wang Zhong-qiang Liu Shou-hui Pan Xiang-yu Zhao Qi Zhang Shu-feng Wang |
spellingShingle |
Yan-yun Han Kai-yi Wang Zhong-qiang Liu Shou-hui Pan Xiang-yu Zhao Qi Zhang Shu-feng Wang Research on Hybrid Crop Breeding Information Management System Based on Combining Ability Analysis Sustainability combining ability analysis breeding informatization crop breeding information management system |
author_facet |
Yan-yun Han Kai-yi Wang Zhong-qiang Liu Shou-hui Pan Xiang-yu Zhao Qi Zhang Shu-feng Wang |
author_sort |
Yan-yun Han |
title |
Research on Hybrid Crop Breeding Information Management System Based on Combining Ability Analysis |
title_short |
Research on Hybrid Crop Breeding Information Management System Based on Combining Ability Analysis |
title_full |
Research on Hybrid Crop Breeding Information Management System Based on Combining Ability Analysis |
title_fullStr |
Research on Hybrid Crop Breeding Information Management System Based on Combining Ability Analysis |
title_full_unstemmed |
Research on Hybrid Crop Breeding Information Management System Based on Combining Ability Analysis |
title_sort |
research on hybrid crop breeding information management system based on combining ability analysis |
publisher |
MDPI AG |
series |
Sustainability |
issn |
2071-1050 |
publishDate |
2020-06-01 |
description |
Combining ability analysis can be used to preliminarily identify the advantages and disadvantages of combinations and parents in earlier generations, enabling breeders to reduce the range of material, save breeding time, and improve breeding efficiency. An approach for combining ability analysis through the hybrid crop breeding information management system is presented. The general combining ability prediction effect of parents and the specific combining ability prediction effect of combinations are calculated to analyze hybrid combinations using the hybrid crop breeding information management system. The results provide the basis for parent selection and combination selection. The plant breeding trial management function of the system can provide convenient diallel crossing trial design, field planting plan, and combining ability analysis. In the system, the genealogy of breeding materials is traced with the combining ability test crosses. The selection of high-generation breeding materials can be performed in accordance with the combining ability test results of early generation materials. The system has been successfully applied to a large Chinese seed company. The combining ability test function automates data analysis and eliminates days in the decision-making process. The efficiency of the combining ability test analysis and test report generation has improved to more than double by using the system. |
topic |
combining ability analysis breeding informatization crop breeding information management system |
url |
https://www.mdpi.com/2071-1050/12/12/4938 |
work_keys_str_mv |
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1724684530307039232 |