Genomic prediction models for grain yield of spring bread wheat in diverse agro-ecological zones (Record no. 58151)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 03239nab a22004697a 4500 |
| 001 - CONTROL NUMBER | |
| control field | 58151 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | MX-TxCIM |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250211020917.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 161010s2016 -uk|||p|op||| 00| 00eng d |
| 024 8# - OTHER STANDARD IDENTIFIER | |
| Standard number or code | https://doi.org/10.1038/srep27312 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | MX-TxCIM |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | eng |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Field link and sequence number | INT2731 |
| 9 (RLIN) | 855 |
| Personal name | Saint Pierre, C. |
| Miscellaneous information | Global Wheat Program |
| 245 10 - TITLE STATEMENT | |
| Title | Genomic prediction models for grain yield of spring bread wheat in diverse agro-ecological zones |
| Medium | [Electronic Resource] |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc. | London : |
| Name of publisher, distributor, etc. | Nature Publishing Group, |
| Date of publication, distribution, etc. | 2016. |
| 500 ## - GENERAL NOTE | |
| General note | Peer review |
| 500 ## - GENERAL NOTE | |
| General note | Open Access |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Genomic and pedigree predictions for grain yield and agronomic traits were carried out using high density molecular data on a set of 803 spring wheat lines that were evaluated in 5 sites characterized by several environmental co-variables. Seven statistical models were tested using two random cross-validations schemes. Two other prediction problems were studied, namely predicting the lines’ performance at one site with another (pairwise-site) and at untested sites (leave-one-site-out). Grain yield ranged from 3.7 to 9.0 t ha−1 across sites. The best predictability was observed when genotypic and pedigree data were included in the models and their interaction with sites and the environmental co-variables. The leave-one-site-out increased average prediction accuracy over pairwise-site for all the traits, specifically from 0.27 to 0.36 for grain yield. Days to anthesis, maturity, and plant height predictions had high heritability and gave the highest accuracy for prediction models. Genomic and pedigree models coupled with environmental co-variables gave high prediction accuracy due to high genetic correlation between sites. This study provides an example of model prediction considering climate data along-with genomic and pedigree information. Such comprehensive models can be used to achieve rapid enhancement of wheat yield enhancement in current and future climate change scenario. |
| 546 ## - LANGUAGE NOTE | |
| Language note | Text in English |
| 591 ## - CATALOGING NOTES | |
| Number of CIMMYT Informa | CIMMYT Informa: 1987 (March 23, 2017) |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Wheat |
| Miscellaneous information | AGROVOC |
| Source of heading or term | |
| 9 (RLIN) | 1310 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| 9 (RLIN) | 3995 |
| Topical term or geographic name as entry element | Agroecology |
| Source of heading or term | AGROVOC |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| 9 (RLIN) | 1132 |
| Topical term or geographic name as entry element | Genomics |
| Source of heading or term | AGROVOC |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| 9 (RLIN) | 907 |
| Personal name | Burgueño, J. |
| Miscellaneous information | Genetic Resources Program |
| Field link and sequence number | INT3239 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Fuentes-Dávila, G. |
| 9 (RLIN) | 3412 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Crossa, J. |
| Miscellaneous information | Genetic Resources Program |
| Field link and sequence number | CCJL01 |
| 9 (RLIN) | 59 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| 9 (RLIN) | 1863 |
| Personal name | Figueroa López, P. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| 9 (RLIN) | 1861 |
| Personal name | Solís Moya, E. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| 9 (RLIN) | 1865 |
| Personal name | Ireta Moreno, J. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| 9 (RLIN) | 3413 |
| Personal name | Hernández Muela, V.M. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| 9 (RLIN) | 3416 |
| Personal name | Zamora Villa, V. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Field link and sequence number | I1705725 |
| 9 (RLIN) | 785 |
| Personal name | Vikram, P. |
| Miscellaneous information | Genetic Resources Program |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| 9 (RLIN) | 3392 |
| Personal name | Mathews, K. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| 9 (RLIN) | 766 |
| Personal name | Sansaloni, C.P. |
| Miscellaneous information | Genetic Resources Program |
| Field link and sequence number | CSAC01 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Field link and sequence number | INT3332 |
| 9 (RLIN) | 922 |
| Personal name | Sehgal, D. |
| Miscellaneous information | Global Wheat Program |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| 9 (RLIN) | 1934 |
| Personal name | Jarquín, D. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Field link and sequence number | INT3049 |
| 9 (RLIN) | 885 |
| Personal name | Wenzl, P. |
| Miscellaneous information | Genetic Resources Program |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Field link and sequence number | INT3098 |
| 9 (RLIN) | 892 |
| Personal name | Sukhwinder-Singh |
| Miscellaneous information | Genetic Resources Program |
| 773 0# - HOST ITEM ENTRY | |
| Record control number | a58025 |
| International Standard Serial Number | 2045-2322 |
| Place, publisher, and date of publication | London : Nature Publishing Group, 2011- |
| Title | Nature Scientific reports |
| Related parts | v. 6, no. 27312 |
| 856 4# - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | http://hdl.handle.net/10883/18329 |
| Link text | Open Access through DSpace |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Article |
| Suppress in OPAC | No |
| Date last seen | Total Checkouts | Price effective from | Koha item type | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Withdrawn status | Home library | Current library | Date acquired |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 01/17/2017 | 01/17/2017 | Article | Not Lost | Dewey Decimal Classification | CIMMYT Staff Publications Collection | CIMMYT Knowledge Center: John Woolston Library | CIMMYT Knowledge Center: John Woolston Library | 01/17/2017 |