Quantification of tropical rainforest biomass and carbon stocks using airborne LiDAR and worldview-3 image / Nurul Ain Mohd Zaki

Quantification of tropical rainforest biomass and carbon stocks using airborne LiDAR and worldview-3 image / Nurul Ain Mohd Zaki

The forest plays an undeniably pivotal role as a carbon sink, which absorbs carbon dioxide from the atmosphere. Light Detection and Ranging (LiDAR) a relatively latest in active remote sensing which can provide the appraisal of three dimensional of the horizontal and vertical structure with an accur...

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Bibliographic Details
Main Author: Mohd Zaki, Nurul Ain
Format: Book Section
Language:English
Published: Institute of Graduate Studies, UiTM 2018
Subjects:
Biotechnology
Biomass
Online Access:http://ir.uitm.edu.my/id/eprint/22014/
http://ir.uitm.edu.my/id/eprint/22014/1/ABS_NURUL%20AIN%20MOHD%20ZAKI%20TDRA%20VOL%2014%20IGS%2018.pdf
id uitm-22014
recordtype eprints
spelling uitm-220142018-11-12T07:44:56Z http://ir.uitm.edu.my/id/eprint/22014/ Quantification of tropical rainforest biomass and carbon stocks using airborne LiDAR and worldview-3 image / Nurul Ain Mohd Zaki Mohd Zaki, Nurul Ain Biotechnology Biomass The forest plays an undeniably pivotal role as a carbon sink, which absorbs carbon dioxide from the atmosphere. Light Detection and Ranging (LiDAR) a relatively latest in active remote sensing which can provide the appraisal of three dimensional of the horizontal and vertical structure with an accurate structure. The availability of the LiDAR and WorldView-3 imagery is a good combination in order to model the forest structure and above-ground biomass (AGB) and carbon stock quantification of the complex diversity of tropical rainforest structure. This research aims to develop allometric equation for above-ground live tree biomass by combining field-based, a combination of field data observation and technology (WorldView-3 and LiDAR) and by using only technology derivation only. Therefore, the objectives are to investigate the factors that affect the tropical rainforest and AGB estimation using biophysical field data collection, to formulate a model AGB determine from crown projection area (CPA) model using Object Based Image Analysis (OBIA) Imagery with LiDAR data and to apply the forest biomass and carbon stock estimation model derived from relationship of WorldView-3, LIDAR and forest mapping. The independent predictor was induced based on the literature review and theories, and an ordinary least squares (OLS) estimator will be used to develop multiple regression models (MLR). During model selection, the best model fits selected by calculating statistical parameters such as residual R2 selection methods, adjusted coefficient of determination, Root Mean Square Error (RMSE), graphical analysis of the residuals, standard error (Syx) and Akaike information criterion (AIC)… Institute of Graduate Studies, UiTM 2018 Book Section PeerReviewed text en http://ir.uitm.edu.my/id/eprint/22014/1/ABS_NURUL%20AIN%20MOHD%20ZAKI%20TDRA%20VOL%2014%20IGS%2018.pdf Mohd Zaki, Nurul Ain (2018) Quantification of tropical rainforest biomass and carbon stocks using airborne LiDAR and worldview-3 image / Nurul Ain Mohd Zaki. In: The Doctoral Research Abstracts. IGS Biannual Publication, 14 . Institute of Graduate Studies, UiTM, Shah Alam.
repository_type Digital Repository
institution_category Local University
institution Universiti Teknologi MARA
building UiTM Institutional Repository
collection Online Access
language English
topic Biotechnology
Biomass
spellingShingle Biotechnology
Biomass
Mohd Zaki, Nurul Ain
Quantification of tropical rainforest biomass and carbon stocks using airborne LiDAR and worldview-3 image / Nurul Ain Mohd Zaki
description The forest plays an undeniably pivotal role as a carbon sink, which absorbs carbon dioxide from the atmosphere. Light Detection and Ranging (LiDAR) a relatively latest in active remote sensing which can provide the appraisal of three dimensional of the horizontal and vertical structure with an accurate structure. The availability of the LiDAR and WorldView-3 imagery is a good combination in order to model the forest structure and above-ground biomass (AGB) and carbon stock quantification of the complex diversity of tropical rainforest structure. This research aims to develop allometric equation for above-ground live tree biomass by combining field-based, a combination of field data observation and technology (WorldView-3 and LiDAR) and by using only technology derivation only. Therefore, the objectives are to investigate the factors that affect the tropical rainforest and AGB estimation using biophysical field data collection, to formulate a model AGB determine from crown projection area (CPA) model using Object Based Image Analysis (OBIA) Imagery with LiDAR data and to apply the forest biomass and carbon stock estimation model derived from relationship of WorldView-3, LIDAR and forest mapping. The independent predictor was induced based on the literature review and theories, and an ordinary least squares (OLS) estimator will be used to develop multiple regression models (MLR). During model selection, the best model fits selected by calculating statistical parameters such as residual R2 selection methods, adjusted coefficient of determination, Root Mean Square Error (RMSE), graphical analysis of the residuals, standard error (Syx) and Akaike information criterion (AIC)…
format Book Section
author Mohd Zaki, Nurul Ain
author_facet Mohd Zaki, Nurul Ain
author_sort Mohd Zaki, Nurul Ain
title Quantification of tropical rainforest biomass and carbon stocks using airborne LiDAR and worldview-3 image / Nurul Ain Mohd Zaki
title_short Quantification of tropical rainforest biomass and carbon stocks using airborne LiDAR and worldview-3 image / Nurul Ain Mohd Zaki
title_full Quantification of tropical rainforest biomass and carbon stocks using airborne LiDAR and worldview-3 image / Nurul Ain Mohd Zaki
title_fullStr Quantification of tropical rainforest biomass and carbon stocks using airborne LiDAR and worldview-3 image / Nurul Ain Mohd Zaki
title_full_unstemmed Quantification of tropical rainforest biomass and carbon stocks using airborne LiDAR and worldview-3 image / Nurul Ain Mohd Zaki
title_sort quantification of tropical rainforest biomass and carbon stocks using airborne lidar and worldview-3 image / nurul ain mohd zaki
publisher Institute of Graduate Studies, UiTM
publishDate 2018
url http://ir.uitm.edu.my/id/eprint/22014/
http://ir.uitm.edu.my/id/eprint/22014/1/ABS_NURUL%20AIN%20MOHD%20ZAKI%20TDRA%20VOL%2014%20IGS%2018.pdf
first_indexed 2023-09-18T23:07:44Z
last_indexed 2023-09-18T23:07:44Z
_version_ 1777418595599384576

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