Knowledge Center Catalog

Environmental data provide marginal benefit for predicting climate adaptation (Record no. 69012)

MARC details
000 -LEADER
fixed length control field 03566nab|a22005297a|4500
001 - CONTROL NUMBER
control field 69012
003 - CONTROL NUMBER IDENTIFIER
control field MX-TxCIM
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20251219163948.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 20256s2025||||mx |||p|op||||00||0|eng|d
022 ## - INTERNATIONAL STANDARD SERIAL NUMBER
International Standard Serial Number 1553-7404
022 ## - INTERNATIONAL STANDARD SERIAL NUMBER
International Standard Serial Number 1553-7404 (Online)
024 8# - OTHER STANDARD IDENTIFIER
Standard number or code https://doi.org/10.1371/journal.pgen.1011714
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
Personal name Li, Forrest
245 10 - TITLE STATEMENT
Title Environmental data provide marginal benefit for predicting climate adaptation
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc. San Francisco, California (United States of America)
Name of publisher, distributor, etc. Public Library of Science,
Date of publication, distribution, etc. 2025.
500 ## - GENERAL NOTE
General note Peer review
500 ## - GENERAL NOTE
General note Open Access
520 ## - SUMMARY, ETC.
Summary, etc. Climate change poses a major challenge for both natural and cultivated species. Genomic tools are increasingly used in both conservation and breeding to identify adaptive loci that can be used to guide management in future climates. Here, we study the utility of climate and genomic data for identifying promising alleles using common gardens of a large, geographically diverse sample of traditional maize varieties to evaluate multiple approaches. First, we used genotype data to predict environmental characteristics of germplasm collections to identify varieties that may be pre-adapted to target environments. Second, we used environmental GWAS (envGWAS) to identify loci associated with historical divergence along climatic gradients. Finally, we compared the value of environmental data and envGWAS-prioritized loci to genomic data for prioritizing traditional varieties. We find that maize yield traits are best predicted by genome-wide relatedness and population structure, and that incorporating envGWAS-identified variants or environment-of-origin provide little additional predictive information. While our results suggest that environmental data provide limited benefit in predicting fitness-related phenotypes, environmental GWAS is nonetheless a potentially powerful approach to identify individual novel loci associated with adaptation, especially when coupled with high density genotyping.
546 ## - LANGUAGE NOTE
Language note Text in English
597 ## - CGIAR Initiative
Donor or Funder Bill & Melinda Gates Foundation (BMGF)
-- United States Department of Agriculture (USDA)
-- Secretaría de Agricultura y Desarrollo Rural (SADER)
Program & Accelerators Breeding for Tomorrow
CGSpace handle https://hdl.handle.net/10568/179105
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Climate change adaptation
Source of heading or term AGROVOC
9 (RLIN) 5511
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Environment
Source of heading or term AGROVOC
9 (RLIN) 1098
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Genome-wide association studies
Source of heading or term AGROVOC
9 (RLIN) 31443
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Maize
Source of heading or term AGROVOC
9 (RLIN) 1173
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Genetic diversity (resource)
Miscellaneous information AGROVOC
9 (RLIN) 2974
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Abiotic stress
Source of heading or term AGROVOC
9 (RLIN) 3448
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Gates, D.J.
9 (RLIN) 39584
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Buckler, E.S.
9 (RLIN) 2749
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Hufford, M.B.
9 (RLIN) 20506
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Janzen, G.M.
9 (RLIN) 39585
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Rellán-Álvarez, R.
9 (RLIN) 26862
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Rodríguez-Zapata, F.
9 (RLIN) 39586
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Romero Navarro, J. A.
9 (RLIN) 4548
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Sawers, R.
9 (RLIN) 3415
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Snodgrass, S.J.
9 (RLIN) 39587
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Sonder, K.
Miscellaneous information Sustainable Agrifood Systems
Field link and sequence number INT3032
9 (RLIN) 882
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Willcox, M.
Miscellaneous information Global Maize Program
Field link and sequence number INT3242
9 (RLIN) 908
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Hearne, S.
Miscellaneous information Genetic Resources Program
-- Director General's Office
Field link and sequence number INT3287
9 (RLIN) 912
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Ross-Ibarra, J.
9 (RLIN) 8407
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Runcie, D.E.
9 (RLIN) 23719
773 0# - HOST ITEM ENTRY
Title PLoS Genetics
Related parts v. 21, no. 6, e1011714
Place, publisher, and date of publication San Francisco, California (United States of America) : Public Library of Science, 2025
International Standard Serial Number 1553-7390
856 4# - ELECTRONIC LOCATION AND ACCESS
Link text Open Access through DSpace
Uniform Resource Identifier https://hdl.handle.net/10883/35762
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type Article
Suppress in OPAC No
Source of classification or shelving scheme Dewey Decimal Classification
Holdings
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
06/22/2025   06/22/2025 Article Not Lost Dewey Decimal Classification     CIMMYT Staff Publications Collection   CIMMYT Knowledge Center: John Woolston Library CIMMYT Knowledge Center: John Woolston Library 06/22/2025

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