Performance evaluation of active canopy sensor towards a wireless variable-rate fertilizer application system in Paddy Production

The performance of a crop canopy sensor measuring crop response to nitrogen variation of a local paddy variety, Siraj 297, was evaluated. Data for various crop parameters was taken before every fertilizer treatment application. The results show that the sensor was not able to distinguish the crop...

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Main Authors: Asnawi, Ani Liza, Muslimin, Jusnaini, Naim, Muhammad, Badril, Hisham
Format: Article
Language:English
English
Published: The World Academy of Research in Science and Engineering 2020
Subjects:
Online Access:http://irep.iium.edu.my/79389/
http://irep.iium.edu.my/79389/15/79389_Performance%20evaluation%20of%20active%20canopy%20sensor.pdf
http://irep.iium.edu.my/79389/26/79389_Performance%20evaluation%20of%20active%20canopy%20sensor%20_Scopus.pdf
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author Asnawi, Ani Liza
Muslimin, Jusnaini
Naim, Muhammad
Badril, Hisham
author_facet Asnawi, Ani Liza
Muslimin, Jusnaini
Naim, Muhammad
Badril, Hisham
author_sort Asnawi, Ani Liza
building IIUM Repository
collection Online Access
description The performance of a crop canopy sensor measuring crop response to nitrogen variation of a local paddy variety, Siraj 297, was evaluated. Data for various crop parameters was taken before every fertilizer treatment application. The results show that the sensor was not able to distinguish the crop response to different fertilizer treatments in the early stages of crop growth. In the panicle initiation and booting stages (50 DAT and 70 DAT), the sensor showed better performance in the red edge and NIR spectral bands. A linear response was also observed for NDVI and NDRE indices. The results from this work will be used to develop a suitable mathematical model for a variable rate fertilizer application system.
first_indexed 2025-11-14T17:45:59Z
format Article
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institution International Islamic University Malaysia
institution_category Local University
language English
English
last_indexed 2025-11-14T17:45:59Z
publishDate 2020
publisher The World Academy of Research in Science and Engineering
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spelling iium-793892020-11-24T08:48:35Z http://irep.iium.edu.my/79389/ Performance evaluation of active canopy sensor towards a wireless variable-rate fertilizer application system in Paddy Production Asnawi, Ani Liza Muslimin, Jusnaini Naim, Muhammad Badril, Hisham T Technology (General) TK7800 Electronics. Computer engineering. Computer hardware. Photoelectronic devices The performance of a crop canopy sensor measuring crop response to nitrogen variation of a local paddy variety, Siraj 297, was evaluated. Data for various crop parameters was taken before every fertilizer treatment application. The results show that the sensor was not able to distinguish the crop response to different fertilizer treatments in the early stages of crop growth. In the panicle initiation and booting stages (50 DAT and 70 DAT), the sensor showed better performance in the red edge and NIR spectral bands. A linear response was also observed for NDVI and NDRE indices. The results from this work will be used to develop a suitable mathematical model for a variable rate fertilizer application system. The World Academy of Research in Science and Engineering 2020-02 Article PeerReviewed application/pdf en http://irep.iium.edu.my/79389/15/79389_Performance%20evaluation%20of%20active%20canopy%20sensor.pdf application/pdf en http://irep.iium.edu.my/79389/26/79389_Performance%20evaluation%20of%20active%20canopy%20sensor%20_Scopus.pdf Asnawi, Ani Liza and Muslimin, Jusnaini and Naim, Muhammad and Badril, Hisham (2020) Performance evaluation of active canopy sensor towards a wireless variable-rate fertilizer application system in Paddy Production. International Journal of Advanced Trends in Computer Science and Engineering, 9. pp. 418-424. ISSN 2278-3091
spellingShingle T Technology (General)
TK7800 Electronics. Computer engineering. Computer hardware. Photoelectronic devices
Asnawi, Ani Liza
Muslimin, Jusnaini
Naim, Muhammad
Badril, Hisham
Performance evaluation of active canopy sensor towards a wireless variable-rate fertilizer application system in Paddy Production
title Performance evaluation of active canopy sensor towards a wireless variable-rate fertilizer application system in Paddy Production
title_full Performance evaluation of active canopy sensor towards a wireless variable-rate fertilizer application system in Paddy Production
title_fullStr Performance evaluation of active canopy sensor towards a wireless variable-rate fertilizer application system in Paddy Production
title_full_unstemmed Performance evaluation of active canopy sensor towards a wireless variable-rate fertilizer application system in Paddy Production
title_short Performance evaluation of active canopy sensor towards a wireless variable-rate fertilizer application system in Paddy Production
title_sort performance evaluation of active canopy sensor towards a wireless variable-rate fertilizer application system in paddy production
topic T Technology (General)
TK7800 Electronics. Computer engineering. Computer hardware. Photoelectronic devices
url http://irep.iium.edu.my/79389/
http://irep.iium.edu.my/79389/15/79389_Performance%20evaluation%20of%20active%20canopy%20sensor.pdf
http://irep.iium.edu.my/79389/26/79389_Performance%20evaluation%20of%20active%20canopy%20sensor%20_Scopus.pdf