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

ISPRS journal of photogrammetry and remote sensing, 2013-05, Vol.79, p.19-28

2013

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

International journal of remote sensing, 2022-03, Vol.43 (6), p.2212-2226

2022

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Assessing the extent of land degradation in the eThekwini municipality using land cover change and soil organic carbon

International journal of remote sensing, 2024-02, Vol.45 (4), p.1339-1367

2024

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Spatially optimizing vegetation indices integrated with sparse partial least squares regression to detect and map the effects of Gonipterus scutellatus on the chlorophyll content of eucalyptus plantations

International journal of remote sensing, 2020-08, Vol.41 (16), p.6444-6459

2020

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Automated classification of a tropical landscape infested by Parthenium weed (Parthenium hyterophorus)

International journal of remote sensing, 2020-11, Vol.41 (22), p.8497-8519

2020

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

Remote sensing (Basel, Switzerland), 2019-08, Vol.11 (16), p.1892

2019

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Burned Area Mapping over the Southern Cape Forestry Region, South Africa Using Sentinel Data within GEE Cloud Platform

ISPRS international journal of geo-information, 2021-08, Vol.10 (8), p.511

2021

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

Sustainability, 2024-02, Vol.16 (3), p.1051

2024

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

Forests, 2018-08, Vol.9 (9), p.528

2018

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Predicting soil organic carbon stocks under commercial forest plantations in KwaZulu-Natal province, South Africa using remotely sensed data

GIScience and remote sensing, 2020-05, Vol.57 (4), p.450-463

2020

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A systematic review of remote sensing and machine learning approaches for accurate carbon storage estimation in natural forests

Southern forests, 2023-10, Vol.85 (3-4), p.123-141

2023

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The Detection of Nitrogen Saturation for Real-Time Fertilization Management within a Grassland Ecosystem

Applied sciences, 2023-04, Vol.13 (7), p.4252

2023

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Developing a satellite-based frost risk model for the Southern African commercial forestry landscape

Southern forests, 2021-01, Vol.83 (1), p.10-18

2021

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

Southern forests, 2023-04, Vol.85 (2), p.65-73

2023

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Using Sentinel-2 Multispectral Images to Map the Occurrence of the Cossid Moth (Coryphodema tristis) in Eucalyptus Nitens Plantations of Mpumalanga, South Africa

Remote sensing (Basel, Switzerland), 2019-02, Vol.11 (3), p.278

2019

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Estimating soil organic carbon stocks under commercial forestry using topo-climate variables in KwaZulu-Natal, South Africa

South African Journal of Science, 2020-03, Vol.116 (3-4), p.71-78

2020

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Detecting Harvest Events in Plantation Forest Using Sentinel-1 and -2 Data via Google Earth Engine

Forests, 2020-12, Vol.11 (12), p.1283

2020

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

Journal of applied remote sensing, 2016-08, Vol.10 (3), p.36015

2016

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

Scientific African, 2022-09, Vol.17, p.e01344, Article e01344

2022

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

South African geographical journal, 2021-10, Vol.103 (4), p.501-518

2021

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Remote sensing of forest health and vitality: a South African perspective

Southern forests, 2019-04, Vol.81 (2), p.91-102

2019

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Unsupervised Clustering of Forest Response to Drought Stress in Zululand Region, South Africa

Forests, 2019, Vol.10 (7), p.531

2019

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Assessing the Trade-Offs of SPOT7 Imagery for Monitoring Natural Forest Canopy Intactness

Forests, 2018-12, Vol.9 (12), p.781

2018

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Forest canopy gaps offer a window into the future:The case of subtropical coastal forests within an urban matrix in South Africa

Forest systems, 2021-01, Vol.30 (1), p.e003

2021

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The Impact of Simulated Spectral Noise on Random Forest and Oblique Random Forest Classification Performance

Journal of Spectroscopy, 2018-01, Vol.2018 (2018), p.1-8

2018

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

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

Assessing the extent of land degradation in the eThekwini municipality using land cover change and soil organic carbon

Spatially optimizing vegetation indices integrated with sparse partial least squares regression to detect and map the effects of Gonipterus scutellatus on the chlorophyll content of eucalyptus plantations

Automated classification of a tropical landscape infested by Parthenium weed (Parthenium hyterophorus)

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

Burned Area Mapping over the Southern Cape Forestry Region, South Africa Using Sentinel Data within GEE Cloud Platform

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

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

Predicting soil organic carbon stocks under commercial forest plantations in KwaZulu-Natal province, South Africa using remotely sensed data

A systematic review of remote sensing and machine learning approaches for accurate carbon storage estimation in natural forests

The Detection of Nitrogen Saturation for Real-Time Fertilization Management within a Grassland Ecosystem

Developing a satellite-based frost risk model for the Southern African commercial forestry landscape

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

Using Sentinel-2 Multispectral Images to Map the Occurrence of the Cossid Moth (Coryphodema tristis) in Eucalyptus Nitens Plantations of Mpumalanga, South Africa

Estimating soil organic carbon stocks under commercial forestry using topo-climate variables in KwaZulu-Natal, South Africa

Detecting Harvest Events in Plantation Forest Using Sentinel-1 and -2 Data via Google Earth Engine

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

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

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

Remote sensing of forest health and vitality: a South African perspective

Unsupervised Clustering of Forest Response to Drought Stress in Zululand Region, South Africa

Assessing the Trade-Offs of SPOT7 Imagery for Monitoring Natural Forest Canopy Intactness

Forest canopy gaps offer a window into the future:The case of subtropical coastal forests within an urban matrix in South Africa

The Impact of Simulated Spectral Noise on Random Forest and Oblique Random Forest Classification Performance

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