List of works - Kabir Peerbhay

A tree-level analysis of baboon damage in commercial forest stands using deep learning techniques

scientific article published in 2023

Can remote sensing detect, monitor and track baboon-damaged <i>Pinus</i> plantations located in South Africa?

scientific article published in 2018

Commercial tree species discrimination using airborne AISA Eagle hyperspectral imagery and partial least squares discriminant analysis (PLS-DA) in KwaZulu–Natal, South Africa

article by Kabir Peerbhay et al published May 2013 in ISPRS Journal of Photogrammetry and Remote Sensing

Comparing the Utility of Artificial Neural Networks (ANN) and Convolutional Neural Networks (CNN) on Sentinel-2 MSI to Estimate Dry Season Aboveground Grass Biomass

scientific article published in 2024

Comparison of partial least squares and support vector regressions for predicting leaf area index on a tropical grassland using hyperspectral data

article by Zolo Kiala et al published 15 August 2016 in Journal of Applied Remote Sensing

Detecting bugweed (Solanum mauritianum) abundance in plantation forestry using multisource remote sensing

scholarly article by Kabir Peerbhay et al published November 2016 in ISPRS Journal of Photogrammetry and Remote Sensing

Does simultaneous variable selection and dimension reduction improve the classification ofPinusforest species?

Drought Influence on Forest Plantations in Zululand, South Africa, Using MODIS Time Series and Climate Data

Feature Selection on Sentinel-2 Multispectral Imagery for Mapping a Landscape Infested by Parthenium Weed

scientific article published in 2019

Investigating the Capability of Few Strategically Placed Worldview-2 Multispectral Bands to Discriminate Forest Species in KwaZulu-Natal, South Africa

article

Mapping Solanum mauritianum plant invasions using WorldView-2 imagery and unsupervised random forests

article

Mapping carbon content in a mountainous grassland using SPOT 5 multispectral imagery and semi-automated machine learning ensemble methods

scientific article published in 2022

Mapping leaf nitrogen and carbon concentrations of intact and fragmented indigenous forest ecosystems using empirical modeling techniques and WorldView-2 data

Multispectral mapping of key grassland nutrients in KwaZulu-Natal, South Africa

article

Random Forests Unsupervised Classification: The Detection and Mapping of Solanum mauritianum Infestations in Plantation Forestry Using Hyperspectral Data

scholarly article by Kabir Peerbhay et al published June 2015 in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Remote sensing of invasive alien wattle using image texture ratios in the low-lying Midlands of KwaZulu-Natal, South Africa

scientific article published in 2022

Remote sensing of key grassland nutrients using hyperspectral techniques in KwaZulu-Natal, South Africa

article

Remote sensing wattle rust induced defoliation across black wattle timber plantations in Southern Africa

scientific article published in 2022

Testing the utility of multivariate techniques in mapping commercial forest species using freely available Landsat 8 Operational Land Imager (OLI)

Testing the value of freely available Landsat 8 Operational Land Imager (OLI) and OLI pan-sharpened imagery in discriminating commercial forest species

List of works by Kabir Peerbhay

A tree-level analysis of baboon damage in commercial forest stands using deep learning techniques

Can remote sensing detect, monitor and track baboon-damaged <i>Pinus</i> plantations located in South Africa?

Commercial tree species discrimination using airborne AISA Eagle hyperspectral imagery and partial least squares discriminant analysis (PLS-DA) in KwaZulu–Natal, South Africa

Comparing the Utility of Artificial Neural Networks (ANN) and Convolutional Neural Networks (CNN) on Sentinel-2 MSI to Estimate Dry Season Aboveground Grass Biomass

Comparison of partial least squares and support vector regressions for predicting leaf area index on a tropical grassland using hyperspectral data

Detecting bugweed (Solanum mauritianum) abundance in plantation forestry using multisource remote sensing

Does simultaneous variable selection and dimension reduction improve the classification ofPinusforest species?

Drought Influence on Forest Plantations in Zululand, South Africa, Using MODIS Time Series and Climate Data

Feature Selection on Sentinel-2 Multispectral Imagery for Mapping a Landscape Infested by Parthenium Weed

Investigating the Capability of Few Strategically Placed Worldview-2 Multispectral Bands to Discriminate Forest Species in KwaZulu-Natal, South Africa

Mapping Solanum mauritianum plant invasions using WorldView-2 imagery and unsupervised random forests

Mapping carbon content in a mountainous grassland using SPOT 5 multispectral imagery and semi-automated machine learning ensemble methods

Mapping leaf nitrogen and carbon concentrations of intact and fragmented indigenous forest ecosystems using empirical modeling techniques and WorldView-2 data

Multispectral mapping of key grassland nutrients in KwaZulu-Natal, South Africa

Random Forests Unsupervised Classification: The Detection and Mapping of Solanum mauritianum Infestations in Plantation Forestry Using Hyperspectral Data

Remote sensing of invasive alien wattle using image texture ratios in the low-lying Midlands of KwaZulu-Natal, South Africa

Remote sensing of key grassland nutrients using hyperspectral techniques in KwaZulu-Natal, South Africa

Remote sensing wattle rust induced defoliation across black wattle timber plantations in Southern Africa

Testing the utility of multivariate techniques in mapping commercial forest species using freely available Landsat 8 Operational Land Imager (OLI)

Testing the value of freely available Landsat 8 Operational Land Imager (OLI) and OLI pan-sharpened imagery in discriminating commercial forest species

Unsupervised anomaly weed detection in riparian forest areas using hyperspectral data and LiDAR