Evaluation of tree growth characteristics of harum manis mango from multitemporal UAV image in plantation farm

Innovations in Unmanned Aerial Vehicle (UAV) technology and data processing capacities have made it easier to collect high-resolution images and 3D data that can be used to monitor and measure tree characteristics in agriculture. This research explores the performance of high spatial resolution UAV...

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Main Author:	Muhammad Yusuf, Akmal Alif
Format:	Thesis
Language:	English
Published:	2022
Subjects:	Aerial geography Fruit trees
Online Access:	https://ir.uitm.edu.my/id/eprint/65355/1/65355.pdf
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id	my-uitm-ir.65355
record_format	uketd_dc
spelling	my-uitm-ir.653552022-09-25T16:35:49Z Evaluation of tree growth characteristics of harum manis mango from multitemporal UAV image in plantation farm 2022-08-12 Muhammad Yusuf, Akmal Alif Aerial geography Fruit trees Innovations in Unmanned Aerial Vehicle (UAV) technology and data processing capacities have made it easier to collect high-resolution images and 3D data that can be used to monitor and measure tree characteristics in agriculture. This research explores the performance of high spatial resolution UAV imagery to estimate tree height and crown dimensions for Mango Tree. Furthermore, high-resolution spatial imagery generated by unmanned aerial vehicles (UAVs) can provide precise and effective estimate of tree measurements and structural canopy variables. The aim of this study is monitor Harum Manis tree growth and crown canopy diameter using multitemporal UAV image in plantation farm. This research will use Agisoft PhotoScan to process multitemporal data and eCognition for analyse object-based image analysis (OBIA). The study area for this research is in University Teknologi Mara Arau Perlis at Harum Manis mango farm. The contribution of this study is to produce Canopy Height Mapping (CHM) from difference multitemporal UAV data and characterization of mango tree develop using OBIA algorithm to monitoring development Harum Manis Tree. The RMSE for May 2019 is 0.315m with R2=0. 8115.Combination OBIA and UAV can be used for monitoring crop. 2022-08 Thesis https://ir.uitm.edu.my/id/eprint/65355/ https://ir.uitm.edu.my/id/eprint/65355/1/65355.pdf text en public degree Universiti Teknologi Mara Perlis Faculty of Architecture, Planning and Surveying
institution	Universiti Teknologi MARA
collection	UiTM Institutional Repository
language	English
topic	Aerial geography Fruit trees
spellingShingle	Aerial geography Fruit trees Muhammad Yusuf, Akmal Alif Evaluation of tree growth characteristics of harum manis mango from multitemporal UAV image in plantation farm
description	Innovations in Unmanned Aerial Vehicle (UAV) technology and data processing capacities have made it easier to collect high-resolution images and 3D data that can be used to monitor and measure tree characteristics in agriculture. This research explores the performance of high spatial resolution UAV imagery to estimate tree height and crown dimensions for Mango Tree. Furthermore, high-resolution spatial imagery generated by unmanned aerial vehicles (UAVs) can provide precise and effective estimate of tree measurements and structural canopy variables. The aim of this study is monitor Harum Manis tree growth and crown canopy diameter using multitemporal UAV image in plantation farm. This research will use Agisoft PhotoScan to process multitemporal data and eCognition for analyse object-based image analysis (OBIA). The study area for this research is in University Teknologi Mara Arau Perlis at Harum Manis mango farm. The contribution of this study is to produce Canopy Height Mapping (CHM) from difference multitemporal UAV data and characterization of mango tree develop using OBIA algorithm to monitoring development Harum Manis Tree. The RMSE for May 2019 is 0.315m with R2=0. 8115.Combination OBIA and UAV can be used for monitoring crop.
format	Thesis
qualification_level	Bachelor degree
author	Muhammad Yusuf, Akmal Alif
author_facet	Muhammad Yusuf, Akmal Alif
author_sort	Muhammad Yusuf, Akmal Alif
title	Evaluation of tree growth characteristics of harum manis mango from multitemporal UAV image in plantation farm
title_short	Evaluation of tree growth characteristics of harum manis mango from multitemporal UAV image in plantation farm
title_full	Evaluation of tree growth characteristics of harum manis mango from multitemporal UAV image in plantation farm
title_fullStr	Evaluation of tree growth characteristics of harum manis mango from multitemporal UAV image in plantation farm
title_full_unstemmed	Evaluation of tree growth characteristics of harum manis mango from multitemporal UAV image in plantation farm
title_sort	evaluation of tree growth characteristics of harum manis mango from multitemporal uav image in plantation farm
granting_institution	Universiti Teknologi Mara Perlis
granting_department	Faculty of Architecture, Planning and Surveying
publishDate	2022
url	https://ir.uitm.edu.my/id/eprint/65355/1/65355.pdf
_version_	1783735550554931200

Evaluation of tree growth characteristics of harum manis mango from multitemporal UAV image in plantation farm

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