Advanced regression analysis to mitigate multi-collinearity among yield influencing factors under Stemphylium blight stress in Lens culinaris (Record no. 67755)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02824nab|a22003617a|4500 |
| 001 - CONTROL NUMBER | |
| control field | 67755 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | MX-TxCIM |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20240725224115.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 240725s2024 ne ||||| |||| 00| 0 eng d |
| 022 ## - INTERNATIONAL STANDARD SERIAL NUMBER | |
| International Standard Serial Number | 0014-2336 |
| 022 ## - INTERNATIONAL STANDARD SERIAL NUMBER | |
| International Standard Serial Number | 1573-5060 (Online) |
| 024 8# - OTHER STANDARD IDENTIFIER | |
| Standard number or code | https://doi.org/10.1007/s10681-024-03382-7 |
| 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 | Pavithra, S. |
| 9 (RLIN) | 7707 |
| 245 10 - TITLE STATEMENT | |
| Title | Advanced regression analysis to mitigate multi-collinearity among yield influencing factors under Stemphylium blight stress in Lens culinaris |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc. | Dordrecht (Netherlands) : |
| Name of publisher, distributor, etc. | Springer, |
| Date of publication, distribution, etc. | 2024. |
| 500 ## - GENERAL NOTE | |
| General note | Peer review |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | The upsurge of stemphylium blight disease noticed during recent cropping years is the prime global threat for lentil (Lens culinaris Medik.) production. Identification of factors that influence lentil yield with the help of an advanced regression model will speed up the progress of lentil crop improvement for biotic stress tolerance. In this context, an experiment was undertaken to identify the key control factors of lentil yield under stemphylium blight stress. The field experiment was laid out under alpha lattice design using fifty lentil genotypes with two replications. An advanced dimension reduction cum regression approach Partial Least Square Regression (PLSR) was employed to mitigate the effect of multi-collinearity among 23 yield-influencing traits along with traditional Stepwise Multiple Linear Regression (SMLR). The results of SMLR analysis indicated that pods per plant, number of seeds per pod, hundred seed weight, superoxide dismutase and pod yield per plant had considerable effects on seed yield per plant with the R-squared value of 0.940. The first four PLSR components were considered to be optimum which were cumulatively explained 93.10% of the total variance towards lentil seed yield. The trait pods per plant was recorded with the highest PLSR regression coefficient devoid of multi-collinearity effects among the independent yield attributing variables under stemphylium blight environment and hence concluded to be the most influencing trait towards lentil seed yield followed by seeds per pod, hundred seed weight, pod yield per plant and superoxide dismutase. |
| 546 ## - LANGUAGE NOTE | |
| Language note | Text in English |
| 591 ## - CATALOGING NOTES | |
| Affiliation | Ajith, S. : Not in IRS staff list but CIMMYT Affiliation |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Lentils |
| Source of heading or term | AGROVOC |
| 9 (RLIN) | 18882 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Multiple regression analysis |
| Source of heading or term | AGROVOC |
| 9 (RLIN) | 34575 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Stemphylium |
| Source of heading or term | AGROVOC |
| 9 (RLIN) | 18881 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Blight |
| Source of heading or term | AGROVOC |
| 9 (RLIN) | 5348 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Sarkar, A. |
| 9 (RLIN) | 34577 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Debnath, M.K. |
| 9 (RLIN) | 2723 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Dutta, P. |
| 9 (RLIN) | 34579 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Ajith, S. |
| 9 (RLIN) | 34581 |
| 773 0# - HOST ITEM ENTRY | |
| Title | Euphytica |
| Related parts | v. 220, no. 8, art. 124 |
| Place, publisher, and date of publication | Dordrecht (Netherlands) : Springer, 2024. |
| International Standard Serial Number | 0014-2336 |
| Record control number | G444298 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Article |
| Suppress in OPAC | No |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 07/24/2024 | 07/24/2024 | Article | Not Lost | Dewey Decimal Classification | CIMMYT Staff Publications Collection | CIMMYT Knowledge Center: John Woolston Library | CIMMYT Knowledge Center: John Woolston Library | 07/24/2024 |