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Prescription-based liquid fertilizer application in the system of rice intensification.

Nutrient management of System of Rice Intensification (SRI) farming is still applied in a uniform rate and less consideration of Precision Farming (PF). The overall study was to develop precise prescription-based fertilizer formulation and apply liquid fertilizer across the SRI field by using Unmann...

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Main Author: Muhammad Nurfaiz Abd Kharim
Format: UMK Etheses
Language:English
Published: 2020
Online Access:http://discol.umk.edu.my/id/eprint/10753/2/MUHAMMAD%20NURFAIZ%20BIN%20ABD%20KHARIM.pdf
http://discol.umk.edu.my/id/eprint/10753/
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id my.umk.eprints.10753
record_format eprints
institution Universiti Malaysia Kelantan
building Perpustakaan Universiti Malaysia Kelantan
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Kelantan
content_source UMK Institutional Repository
url_provider http://umkeprints.umk.edu.my/
language English
description Nutrient management of System of Rice Intensification (SRI) farming is still applied in a uniform rate and less consideration of Precision Farming (PF). The overall study was to develop precise prescription-based fertilizer formulation and apply liquid fertilizer across the SRI field by using Unmanned Aerial Vehicle (UAV). The aerial images of the SRI field were captured through the UAV acquisition process at low altitude (< 50 m). The precise amount of nitrogen (N) was then determined by using vegetation indices of IPCA-RGB model and prescribed according to the actual requirement of the rice plant. A laboratory-scale experiment in the greenhouse was performed to establish fertilizer formulation and found that another one time of foliar fertilization needs to be conducted during the grain formation stage. Thus, a prescription-based fertilizer application was feasible to be applied to the rice plant with better yield performances and saving in fertilizer amounts compared to uniform-based rate treatment. A study on the performance of the UAV flying parameters and spraying requirements was performed to establish the operating procedure of aerial fertilizer spraying. Results showed that the droplet pattern and droplet deposition density (59.08 L/min) was higher with a lower coefficient of variations (CV) of droplet uniformity (3.59%) when the UAV flying speed was maintained at 2 m/s and spraying rate of 3.00 L/min at a constant height of 2 m above the rice canopy compared to the higher-flying speeds (4 & 6 m/s) and lower spraying rates (0.75, 1.5, & 2.25 L/min). Twenty plots were set up according to 2 types of liquid fertilizer (organic and inorganic) and 2 methods fertilizer based-rate (uniform and prescription) with 5 replications for each of the treatments. Fertilizer spraying was 5 times during 15 Days After Transplanting (DAT), 35 DAT, 55 DAT, 65 DAT, 75 DAT and harvested at 110 DAT. Aerial image acquisition of the SRI field with the IPCA-RGB model showed a positive result in determining N content for precise fertilizer application. The IPCA-RGB model had a close relationship with SPAD chlorophyll meter in the assessment of chlorophyll content at the rice leaf canopy scale during all the five times fertilization periods. In terms of crop growth and yield performances, results showed that treatment uniform-based rate with inorganic fertilizer had higher plant heights (107.43cm) compared to other treatments. However, the treatment of prescription-based with organic fertilizer showed higher performances for the number of tillers (34a), the number of panicles (19a), and spikelet per hill (46a) compared to other treatments at p = 0.05. Moreover, prescription-based with organic fertilizer treatment showed higher values for yield performances compared to other treatments namely; grain yield (g) (771.35a), net grain yield (g) in 1m2 Crop Cutting Test (CCT) (614.13a), and effective tillers in 1m2 CCT (309a) at p = 0.05. Thus, prescription-based treatment with organic fertilizer shows the lowest moisture content (18.67%) compared to other treatments for the grain moisture comparison. While, for the UAV performance of aerial spraying, treatments that spray prescribed liquid fertilizer had a faster time to complete the spraying cycle and refilling process compared to treatments of uniform-based rate. In terms of cost analysis, prescription-based treatment with organic fertilizer had higher in total revenue (RM 9,405), net profit (RM 3,707.16), and return of investment (ROI) (65.06%) compared to other treatments. However, organic-based treatment either for uniform (RM 5,714.38) or prescription-based (RM 5,697.84) showed a higher amount of production cost compared to inorganic-based treatment either for uniform (RM 5,669.54) or prescription-based (RM 5,589.04). Overall, results from this study can provide technical procedure, and theoretical basis for the application of precise liquid fertilizer through the prescription-based method and usage of UAV for liquid fertilizer spraying within the SRI farming.
format UMK Etheses
author Muhammad Nurfaiz Abd Kharim
spellingShingle Muhammad Nurfaiz Abd Kharim
Prescription-based liquid fertilizer application in the system of rice intensification.
author_facet Muhammad Nurfaiz Abd Kharim
author_sort Muhammad Nurfaiz Abd Kharim
title Prescription-based liquid fertilizer application in the system of rice intensification.
title_short Prescription-based liquid fertilizer application in the system of rice intensification.
title_full Prescription-based liquid fertilizer application in the system of rice intensification.
title_fullStr Prescription-based liquid fertilizer application in the system of rice intensification.
title_full_unstemmed Prescription-based liquid fertilizer application in the system of rice intensification.
title_sort prescription-based liquid fertilizer application in the system of rice intensification.
publishDate 2020
url http://discol.umk.edu.my/id/eprint/10753/2/MUHAMMAD%20NURFAIZ%20BIN%20ABD%20KHARIM.pdf
http://discol.umk.edu.my/id/eprint/10753/
_version_ 1763304285921083392
spelling my.umk.eprints.107532022-09-05T04:17:21Z http://discol.umk.edu.my/id/eprint/10753/ Prescription-based liquid fertilizer application in the system of rice intensification. Muhammad Nurfaiz Abd Kharim Nutrient management of System of Rice Intensification (SRI) farming is still applied in a uniform rate and less consideration of Precision Farming (PF). The overall study was to develop precise prescription-based fertilizer formulation and apply liquid fertilizer across the SRI field by using Unmanned Aerial Vehicle (UAV). The aerial images of the SRI field were captured through the UAV acquisition process at low altitude (< 50 m). The precise amount of nitrogen (N) was then determined by using vegetation indices of IPCA-RGB model and prescribed according to the actual requirement of the rice plant. A laboratory-scale experiment in the greenhouse was performed to establish fertilizer formulation and found that another one time of foliar fertilization needs to be conducted during the grain formation stage. Thus, a prescription-based fertilizer application was feasible to be applied to the rice plant with better yield performances and saving in fertilizer amounts compared to uniform-based rate treatment. A study on the performance of the UAV flying parameters and spraying requirements was performed to establish the operating procedure of aerial fertilizer spraying. Results showed that the droplet pattern and droplet deposition density (59.08 L/min) was higher with a lower coefficient of variations (CV) of droplet uniformity (3.59%) when the UAV flying speed was maintained at 2 m/s and spraying rate of 3.00 L/min at a constant height of 2 m above the rice canopy compared to the higher-flying speeds (4 & 6 m/s) and lower spraying rates (0.75, 1.5, & 2.25 L/min). Twenty plots were set up according to 2 types of liquid fertilizer (organic and inorganic) and 2 methods fertilizer based-rate (uniform and prescription) with 5 replications for each of the treatments. Fertilizer spraying was 5 times during 15 Days After Transplanting (DAT), 35 DAT, 55 DAT, 65 DAT, 75 DAT and harvested at 110 DAT. Aerial image acquisition of the SRI field with the IPCA-RGB model showed a positive result in determining N content for precise fertilizer application. The IPCA-RGB model had a close relationship with SPAD chlorophyll meter in the assessment of chlorophyll content at the rice leaf canopy scale during all the five times fertilization periods. In terms of crop growth and yield performances, results showed that treatment uniform-based rate with inorganic fertilizer had higher plant heights (107.43cm) compared to other treatments. However, the treatment of prescription-based with organic fertilizer showed higher performances for the number of tillers (34a), the number of panicles (19a), and spikelet per hill (46a) compared to other treatments at p = 0.05. Moreover, prescription-based with organic fertilizer treatment showed higher values for yield performances compared to other treatments namely; grain yield (g) (771.35a), net grain yield (g) in 1m2 Crop Cutting Test (CCT) (614.13a), and effective tillers in 1m2 CCT (309a) at p = 0.05. Thus, prescription-based treatment with organic fertilizer shows the lowest moisture content (18.67%) compared to other treatments for the grain moisture comparison. While, for the UAV performance of aerial spraying, treatments that spray prescribed liquid fertilizer had a faster time to complete the spraying cycle and refilling process compared to treatments of uniform-based rate. In terms of cost analysis, prescription-based treatment with organic fertilizer had higher in total revenue (RM 9,405), net profit (RM 3,707.16), and return of investment (ROI) (65.06%) compared to other treatments. However, organic-based treatment either for uniform (RM 5,714.38) or prescription-based (RM 5,697.84) showed a higher amount of production cost compared to inorganic-based treatment either for uniform (RM 5,669.54) or prescription-based (RM 5,589.04). Overall, results from this study can provide technical procedure, and theoretical basis for the application of precise liquid fertilizer through the prescription-based method and usage of UAV for liquid fertilizer spraying within the SRI farming. 2020 UMK Etheses NonPeerReviewed text en http://discol.umk.edu.my/id/eprint/10753/2/MUHAMMAD%20NURFAIZ%20BIN%20ABD%20KHARIM.pdf Muhammad Nurfaiz Abd Kharim (2020) Prescription-based liquid fertilizer application in the system of rice intensification. Doctoral thesis, Universiti Putra Malaysia.
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