MARC details
| 000 -LEADER |
|---|
| fixed length control field |
03591nab a22004697a 4500 |
| 001 - CONTROL NUMBER |
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| control field |
G95911 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
MX-TxCIM |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20230630174754.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
211110s2012 ne |||p|op||| 00| 0 eng d |
| 022 ## - INTERNATIONAL STANDARD SERIAL NUMBER |
|---|
| International Standard Serial Number |
0378-4290 |
| 024 8# - OTHER STANDARD IDENTIFIER |
|---|
| Standard number or code |
https://doi.org/10.1016/j.fcr.2011.12.016 |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
MX-TxCIM |
| 041 ## - LANGUAGE CODE |
|---|
| Language code of text/sound track or separate title |
eng |
| 090 ## - LOCALLY ASSIGNED LC-TYPE CALL NUMBER (OCLC); LOCAL CALL NUMBER (RLIN) |
|---|
| Classification number (OCLC) (R) ; Classification number, CALL (RLIN) (NR) |
CIS-6566 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Weber, V.S. |
| 9 (RLIN) |
24881 |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Prediction of grain yield using reflectance spectra of canopy and leaves in maize plants grown under different water regimes |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Place of publication, distribution, etc. |
Amsterdam (Netherlands) : |
| Name of publisher, distributor, etc. |
Elsevier, |
| Date of publication, distribution, etc. |
2012. |
| 500 ## - GENERAL NOTE |
|---|
| General note |
Peer review |
| 500 ## - GENERAL NOTE |
|---|
| General note |
Peer-review: Yes - Open Access: Yes|http://science.thomsonreuters.com/cgi-bin/jrnlst/jlresults.cgi?PC=MASTER&ISSN=0378-4290 |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
The ability to accurately estimate grain yield using spectral reflectance measurements prior harvest could be used to reduce phenotyping time and costs. In this study, grain yield of 300 maize testcrosses grown under different water and temperature regimes in the dry season 2010 was predicted using spectral reflectance (495?1853 nm) of both leaves and canopy measured between tassel emergence until milk-grain stage. Partial least square regression (PLSR) was used for data analysis. Coefficients of determination (R2) between predicted and actual grain yield were highest for measurements conducted at anthesis and milk-grain stage, explaining at maximum 23% and 40% of the genotypic variation in grain yield after validation, respectively. PLSR models explained a higher proportion of the genetic variation in grain yield under drought stress compared to well-watered conditions. The association between predicted and actual grain yield was stronger in spectral reflectance measurements taken at the leaf level compared to canopy level. By combining the most predictive PLSR models across trials, at maximum of 40% of the variation in grain yield could be explained in each trial with a relative efficiency of selection of 0.88 and 0.68 using leaf and canopy reflectance, respectively. The most relevant wavelengths for predicting grain yield were associated with photosynthetic capacity (495?680 nm), red inflection point (680?780 nm) and plant water status (900, 970, and 1450 nm, 1150?1260 nm, and 1520?1540 nm). Additional wavelengths based on leaf (800, 1000, and 1260?1830 nm) and canopy (988?999 nm and 1430?1640 nm) reflectance of unknown physiological relevance were also identified for prediction of grain yield. Caution must be exercised before integrating our spectral reflectance approach into a breeding program because this is a pilot study based on a single location and season. |
| 536 ## - FUNDING INFORMATION NOTE |
|---|
| Text of note |
Global Maize Program |
| 546 ## - LANGUAGE NOTE |
|---|
| Language note |
Text in English |
| 591 ## - CATALOGING NOTES |
|---|
| Affiliation |
CIMMYT Informa No. 1779|Elsevier |
| 594 ## - STAFFID |
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| StaffID |
INT2948 |
| 595 ## - COLLECTION |
|---|
| Collection |
CIMMYT Staff Publications Collection |
| 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 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Canopy |
| Source of heading or term |
AGROVOC |
| 9 (RLIN) |
1800 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Spectral analysis |
| Source of heading or term |
AGROVOC |
| 9 (RLIN) |
4070 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Reflectance |
| Source of heading or term |
AGROVOC |
| 9 (RLIN) |
5862 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Statistical methods |
| Source of heading or term |
AGROVOC |
| 9 (RLIN) |
2624 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Grain |
| Source of heading or term |
AGROVOC |
| 9 (RLIN) |
1138 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Yields |
| Source of heading or term |
AGROVOC |
| 9 (RLIN) |
1313 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Flowering |
| Source of heading or term |
AGROVOC |
| 9 (RLIN) |
3729 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| 9 (RLIN) |
1436 |
| Personal name |
Araus, J.L. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| 9 (RLIN) |
879 |
| Personal name |
Cairns, J.E. |
| Miscellaneous information |
Global Maize Program |
| Field link and sequence number |
INT2948 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Sánchez, C. |
| 9 (RLIN) |
4725 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Melchinger, A.E. |
| 9 (RLIN) |
3373 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Orsini, E. |
| 9 (RLIN) |
24882 |
| 773 0# - HOST ITEM ENTRY |
|---|
| Title |
Field Crops Research |
| Related parts |
v. 128, no. 1, p. 82-90 |
| International Standard Serial Number |
0378-4290 |
| Place, publisher, and date of publication |
Amsterdam (Netherlands) : Elsevier, 2012. |
| Record control number |
G444314 |
| 856 4# - ELECTRONIC LOCATION AND ACCESS |
|---|
| Uniform Resource Identifier |
https://hdl.handle.net/20.500.12665/873 |
| Link text |
Access only for CIMMYT Staff |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Koha item type |
Article |
| Source of classification or shelving scheme |
Dewey Decimal Classification |
| Suppress in OPAC |
No |