Leaf area estimation by linear regression modles for pigenonpea (Cajanus Cajan (L.) Millsp.)

Leaflet length (L) and breadth (B), fresh (LFwt) and dry weights (LDwt) of leaves of 50 samples (500 leaves, 10 in each sample) were used in the prediction model to estimate the leaf area (LA) in pigeonpea (Cajanus cajan cajan (L.) Millsp.). Two of the fifteen linear regression models, appeared more...

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Main Authors: Ali Fakir, Md. Solaiman, Siddique, Md. Abu Babakkar, Islam, Afsana, Ismail, Mohd Razi, Uddin, Md. Kamal
Format: Article
Language:English
English
Published: WFL Publisher 2013
Online Access:http://psasir.upm.edu.my/id/eprint/30804/1/Leaf%20area%20estimation%20by%20linear%20regression%20modles%20for%20pigenonpea.pdf
http://psasir.upm.edu.my/id/eprint/30804/
http://world-food.net/category/journals/2013/issue-2/
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spelling my.upm.eprints.308042015-09-15T01:07:38Z http://psasir.upm.edu.my/id/eprint/30804/ Leaf area estimation by linear regression modles for pigenonpea (Cajanus Cajan (L.) Millsp.) Ali Fakir, Md. Solaiman Siddique, Md. Abu Babakkar Islam, Afsana Ismail, Mohd Razi Uddin, Md. Kamal Leaflet length (L) and breadth (B), fresh (LFwt) and dry weights (LDwt) of leaves of 50 samples (500 leaves, 10 in each sample) were used in the prediction model to estimate the leaf area (LA) in pigeonpea (Cajanus cajan cajan (L.) Millsp.). Two of the fifteen linear regression models, appeared more suitable for ease of measurement. These were LA = -17.784 + 6.823 L (Model-1) and LA = 0.5855 + 67.583 LFwt (Model-10). These regression models showed linear relationship when actual leaf area was plotted against predicted one in another 30 leaf samples (300 leaves, 10 in each sample). Moreover, models’ selection indices had high predictive ability represented by high R2 value with minimum error (low means square error and smaller percentage deviation). The selected models appeared unsophisticated but accurate, easy and rapid which can be used for estimation of leaf area of pigeonpea (Morphotype ‘Bogra’). WFL Publisher 2013 Article PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/30804/1/Leaf%20area%20estimation%20by%20linear%20regression%20modles%20for%20pigenonpea.pdf Ali Fakir, Md. Solaiman and Siddique, Md. Abu Babakkar and Islam, Afsana and Ismail, Mohd Razi and Uddin, Md. Kamal (2013) Leaf area estimation by linear regression modles for pigenonpea (Cajanus Cajan (L.) Millsp.). Journal of Food, Agriculture and Environment, 11 (2). pp. 312-316. ISSN 1459-0255; ESSN: 1459-0263 http://world-food.net/category/journals/2013/issue-2/ English
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
language English
English
description Leaflet length (L) and breadth (B), fresh (LFwt) and dry weights (LDwt) of leaves of 50 samples (500 leaves, 10 in each sample) were used in the prediction model to estimate the leaf area (LA) in pigeonpea (Cajanus cajan cajan (L.) Millsp.). Two of the fifteen linear regression models, appeared more suitable for ease of measurement. These were LA = -17.784 + 6.823 L (Model-1) and LA = 0.5855 + 67.583 LFwt (Model-10). These regression models showed linear relationship when actual leaf area was plotted against predicted one in another 30 leaf samples (300 leaves, 10 in each sample). Moreover, models’ selection indices had high predictive ability represented by high R2 value with minimum error (low means square error and smaller percentage deviation). The selected models appeared unsophisticated but accurate, easy and rapid which can be used for estimation of leaf area of pigeonpea (Morphotype ‘Bogra’).
format Article
author Ali Fakir, Md. Solaiman
Siddique, Md. Abu Babakkar
Islam, Afsana
Ismail, Mohd Razi
Uddin, Md. Kamal
spellingShingle Ali Fakir, Md. Solaiman
Siddique, Md. Abu Babakkar
Islam, Afsana
Ismail, Mohd Razi
Uddin, Md. Kamal
Leaf area estimation by linear regression modles for pigenonpea (Cajanus Cajan (L.) Millsp.)
author_facet Ali Fakir, Md. Solaiman
Siddique, Md. Abu Babakkar
Islam, Afsana
Ismail, Mohd Razi
Uddin, Md. Kamal
author_sort Ali Fakir, Md. Solaiman
title Leaf area estimation by linear regression modles for pigenonpea (Cajanus Cajan (L.) Millsp.)
title_short Leaf area estimation by linear regression modles for pigenonpea (Cajanus Cajan (L.) Millsp.)
title_full Leaf area estimation by linear regression modles for pigenonpea (Cajanus Cajan (L.) Millsp.)
title_fullStr Leaf area estimation by linear regression modles for pigenonpea (Cajanus Cajan (L.) Millsp.)
title_full_unstemmed Leaf area estimation by linear regression modles for pigenonpea (Cajanus Cajan (L.) Millsp.)
title_sort leaf area estimation by linear regression modles for pigenonpea (cajanus cajan (l.) millsp.)
publisher WFL Publisher
publishDate 2013
url http://psasir.upm.edu.my/id/eprint/30804/1/Leaf%20area%20estimation%20by%20linear%20regression%20modles%20for%20pigenonpea.pdf
http://psasir.upm.edu.my/id/eprint/30804/
http://world-food.net/category/journals/2013/issue-2/
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score 13.160551