Evaluation of ground-level and space-borne sensor as tools in monitoring nitrogen nutrition status in immature and mature oil palm

Monitoring nitrogen (N) in oil palm is crucial for the production sustainability. The objective of this study is to examine the capability of visible (Vis), near infrared (NIR) and a combination of Vis and NIR (Vis + NIR) spectral indices acquired from different sensors for predicting foliar N conte...

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Main Authors: Amirruddin, Amiratul Diyana, Muharam, Farrah Melissa, Karam Singh, Daljit Singh
Format: Article
Language:English
Published: Taylor & Francis 2018
Online Access:http://psasir.upm.edu.my/id/eprint/59409/1/Evaluation%20of%20ground-level%20and%20space-borne%20sensor%20as%20tools%20in%20monitoring%20nitrogen%20nutrition%20status%20in%20immature%20and%20mature%20oil%20palm.pdf
http://psasir.upm.edu.my/id/eprint/59409/
https://www.tandfonline.com/doi/abs/10.1080/01904167.2017.1385804
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Institution: Universiti Putra Malaysia
Language: English
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spelling my.upm.eprints.594092018-03-01T07:43:33Z http://psasir.upm.edu.my/id/eprint/59409/ Evaluation of ground-level and space-borne sensor as tools in monitoring nitrogen nutrition status in immature and mature oil palm Amirruddin, Amiratul Diyana Muharam, Farrah Melissa Karam Singh, Daljit Singh Monitoring nitrogen (N) in oil palm is crucial for the production sustainability. The objective of this study is to examine the capability of visible (Vis), near infrared (NIR) and a combination of Vis and NIR (Vis + NIR) spectral indices acquired from different sensors for predicting foliar N content of different palm age groups. The N treatments varied from 0 to 2 kg per palm, subjected according to immature, young mature and prime mature classes. The Vis + NIR indices from the ground level-sensor that is green + red + NIR (G + R + NIR) was the best index for predicting N for immature palms (R2 = 0.91), while Vis indices blue + red (B + R) and Green Red Index from the space-borne sensor were significantly useful for N assessment of young and prime mature palms (R2 = 0.70 and 0.50), respectively. The application of vegetation indices for monitoring N status of oil palm is beneficial to examine extensive plantation areas. Taylor & Francis 2018 Article PeerReviewed text en http://psasir.upm.edu.my/id/eprint/59409/1/Evaluation%20of%20ground-level%20and%20space-borne%20sensor%20as%20tools%20in%20monitoring%20nitrogen%20nutrition%20status%20in%20immature%20and%20mature%20oil%20palm.pdf Amirruddin, Amiratul Diyana and Muharam, Farrah Melissa and Karam Singh, Daljit Singh (2018) Evaluation of ground-level and space-borne sensor as tools in monitoring nitrogen nutrition status in immature and mature oil palm. Journal of Plant Nutrition, 41 (3). pp. 371-383. ISSN 0190-4167; ESSN: 1532-4087 https://www.tandfonline.com/doi/abs/10.1080/01904167.2017.1385804 10.1080/01904167.2017.1385804
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
description Monitoring nitrogen (N) in oil palm is crucial for the production sustainability. The objective of this study is to examine the capability of visible (Vis), near infrared (NIR) and a combination of Vis and NIR (Vis + NIR) spectral indices acquired from different sensors for predicting foliar N content of different palm age groups. The N treatments varied from 0 to 2 kg per palm, subjected according to immature, young mature and prime mature classes. The Vis + NIR indices from the ground level-sensor that is green + red + NIR (G + R + NIR) was the best index for predicting N for immature palms (R2 = 0.91), while Vis indices blue + red (B + R) and Green Red Index from the space-borne sensor were significantly useful for N assessment of young and prime mature palms (R2 = 0.70 and 0.50), respectively. The application of vegetation indices for monitoring N status of oil palm is beneficial to examine extensive plantation areas.
format Article
author Amirruddin, Amiratul Diyana
Muharam, Farrah Melissa
Karam Singh, Daljit Singh
spellingShingle Amirruddin, Amiratul Diyana
Muharam, Farrah Melissa
Karam Singh, Daljit Singh
Evaluation of ground-level and space-borne sensor as tools in monitoring nitrogen nutrition status in immature and mature oil palm
author_facet Amirruddin, Amiratul Diyana
Muharam, Farrah Melissa
Karam Singh, Daljit Singh
author_sort Amirruddin, Amiratul Diyana
title Evaluation of ground-level and space-borne sensor as tools in monitoring nitrogen nutrition status in immature and mature oil palm
title_short Evaluation of ground-level and space-borne sensor as tools in monitoring nitrogen nutrition status in immature and mature oil palm
title_full Evaluation of ground-level and space-borne sensor as tools in monitoring nitrogen nutrition status in immature and mature oil palm
title_fullStr Evaluation of ground-level and space-borne sensor as tools in monitoring nitrogen nutrition status in immature and mature oil palm
title_full_unstemmed Evaluation of ground-level and space-borne sensor as tools in monitoring nitrogen nutrition status in immature and mature oil palm
title_sort evaluation of ground-level and space-borne sensor as tools in monitoring nitrogen nutrition status in immature and mature oil palm
publisher Taylor & Francis
publishDate 2018
url http://psasir.upm.edu.my/id/eprint/59409/1/Evaluation%20of%20ground-level%20and%20space-borne%20sensor%20as%20tools%20in%20monitoring%20nitrogen%20nutrition%20status%20in%20immature%20and%20mature%20oil%20palm.pdf
http://psasir.upm.edu.my/id/eprint/59409/
https://www.tandfonline.com/doi/abs/10.1080/01904167.2017.1385804
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