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Intra-and-inter species biomass prediction in a plantation forest: testing the utility of high spatial resolution spaceborne multispectral RapidEye sensor and advanced machine learning algorithms

Sensors (Basel, Switzerland), 2014-08, Vol.14 (8), p.15348-15370

2014

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Random forest regression and spectral band selection for estimating sugarcane leaf nitrogen concentration using EO-1 Hyperion hyperspectral data

International journal of remote sensing, 2013-01, Vol.34 (2), p.712-728

2013

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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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Investigating the Utility of Oblique Tree-Based Ensembles for the Classification of Hyperspectral Data

Sensors (Basel, Switzerland), 2016-11, Vol.16 (11), p.1918

2016

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Random Forest (RF) Wrappers for Waveband Selection and Classification of Hyperspectral Data

Applied spectroscopy, 2016-02, Vol.70 (2), p.322-333

2016

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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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A comparison of partial least squares (PLS) and sparse PLS regressions for predicting yield of Swiss chard grown under different irrigation water sources using hyperspectral data

Computers and electronics in agriculture, 2014-08, Vol.106, p.11-19

2014

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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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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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Modeling the Potential Distribution of Pine Forests Susceptible to Sirex Noctilio Infestations in Mpumalanga, South Africa

Transactions in GIS, 2010-10, Vol.14 (5), p.709-726

2010

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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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Identifying relevant hyperspectral bands using Boruta: a temporal analysis of water hyacinth biocontrol

Journal of applied remote sensing, 2016-06, Vol.10 (4), p.42002

2016

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Estimating standing biomass in papyrus (Cyperus papyrus L.) swamp: exploratory of in situ hyperspectral indices and random forest regression

International journal of remote sensing, 2014-01, Vol.35 (2), p.693-714

2014

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A Comparison of Regression Tree Approaches to Modelling the Efficacy of Water Hyacinth Biocontrol Using Multitemporal Spectral Datasets

Journal of Spectroscopy, 2018-01, Vol.2018 (2018), p.1-11

2018

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

Remote sensing of environment, 2016-09, Vol.182, p.39-48

2016

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

IEEE journal of selected topics in applied earth observations and remote sensing, 2015-06, Vol.8 (6), p.3107-3122

2015

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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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Mapping forest aboveground biomass in the reforested Buffelsdraai landfill site using texture combinations computed from SPOT-6 pan-sharpened imagery

International journal of applied earth observation and geoinformation, 2019-02, Vol.74, p.65-77

2019

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

IEEE journal of selected topics in applied earth observations and remote sensing, 2014-01, Vol.7 (1), p.307-316

2014

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Detecting Sirex noctilio grey-attacked and lightning-struck pine trees using airborne hyperspectral data, random forest and support vector machines classifiers

ISPRS journal of photogrammetry and remote sensing, 2014-02, Vol.88, p.48-59

2014

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Using Boruta-Selected Spectroscopic Wavebands for the Asymptomatic Detection of Fusarium Circinatum Stress

IEEE journal of selected topics in applied earth observations and remote sensing, 2014-09, Vol.7 (9), p.3764-3772

2014

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Quantifying aboveground biomass in African environments: A review of the trade-offs between sensor estimation accuracy and costs

Tropical ecology, 2016-09, Vol.57 (3), p.393-405

2016

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

ISPRS journal of photogrammetry and remote sensing, 2016-11, Vol.121, p.167-176

2016

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Mapping Bugweed (Solanum mauritianum) Infestations in Pinus patula Plantations Using Hyperspectral Imagery and Support Vector Machines

IEEE journal of selected topics in applied earth observations and remote sensing, 2014-01, Vol.7 (1), p.17-28

2014

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

Journal of spatial science, 2019-09, Vol.64 (3), p.535-549

2019

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Intra-and-inter species biomass prediction in a plantation forest: testing the utility of high spatial resolution spaceborne multispectral RapidEye sensor and advanced machine learning algorithms

Random forest regression and spectral band selection for estimating sugarcane leaf nitrogen concentration using EO-1 Hyperion hyperspectral data

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

Investigating the Utility of Oblique Tree-Based Ensembles for the Classification of Hyperspectral Data

Random Forest (RF) Wrappers for Waveband Selection and Classification of Hyperspectral Data

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

A comparison of partial least squares (PLS) and sparse PLS regressions for predicting yield of Swiss chard grown under different irrigation water sources using hyperspectral data

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

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

Modeling the Potential Distribution of Pine Forests Susceptible to Sirex Noctilio Infestations in Mpumalanga, South Africa

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

Identifying relevant hyperspectral bands using Boruta: a temporal analysis of water hyacinth biocontrol

Estimating standing biomass in papyrus (Cyperus papyrus L.) swamp: exploratory of in situ hyperspectral indices and random forest regression

A Comparison of Regression Tree Approaches to Modelling the Efficacy of Water Hyacinth Biocontrol Using Multitemporal Spectral Datasets

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

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

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

Mapping forest aboveground biomass in the reforested Buffelsdraai landfill site using texture combinations computed from SPOT-6 pan-sharpened imagery

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

Detecting Sirex noctilio grey-attacked and lightning-struck pine trees using airborne hyperspectral data, random forest and support vector machines classifiers

Using Boruta-Selected Spectroscopic Wavebands for the Asymptomatic Detection of Fusarium Circinatum Stress

Quantifying aboveground biomass in African environments: A review of the trade-offs between sensor estimation accuracy and costs

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

Mapping Bugweed (Solanum mauritianum) Infestations in Pinus patula Plantations Using Hyperspectral Imagery and Support Vector Machines

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

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