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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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High density biomass estimation for wetland vegetation using WorldView-2 imagery and random forest regression algorithm

ITC journal, 2012-08, Vol.18, p.399-406

2012

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Multispectral and hyperspectral remote sensing for identification and mapping of wetland vegetation: a review

Wetlands ecology and management, 2010-06, Vol.18 (3), p.281-296

2010

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A machine learning approach to mapping canopy gaps in an indigenous tropical submontane forest using WorldView-3 multispectral satellite imagery

Environmental conservation, 2022-12, Vol.49 (4), p.255-262

2022

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Machine Learning Classification of Fused Sentinel-1 and Sentinel-2 Image Data towards Mapping Fruit Plantations in Highly Heterogenous Landscapes

Remote sensing (Basel, Switzerland), 2022-06, Vol.14 (11), p.2621

2022

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Land-use/cover classification in a heterogeneous coastal landscape using RapidEye imagery: evaluating the performance of random forest and support vector machines classifiers

International journal of remote sensing, 2014-05, Vol.35 (10), p.3440-3458

2014

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Dust Deposition Impacts at a Liquidated Gold Mine Village: Gauteng Province in South Africa

International journal of environmental research and public health, 2020-07, Vol.17 (14), p.4929

2020

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Classification of tree species in a heterogeneous urban environment using object-based ensemble analysis and World View-2 satellite imagery

Applied geomatics, 2021-09, Vol.13 (3), p.373-387

2021

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Synthesis of ZnO nanoparticles by co-precipitation method for solar driven photodegradation of Congo red dye at different pH

Photonics and nanostructures, 2018-12, Vol.32, p.11-18

2018

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Evaluating the Performance of Geographic Object-Based Image Analysis in Mapping Archaeological Landscapes Previously Occupied by Farming Communities: A Case of Shashi–Limpopo Confluence Area

Remote sensing (Basel, Switzerland), 2023-11, Vol.15 (23), p.5491

2023

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Machine Learning Classification of Endangered Tree Species in a Tropical Submontane Forest Using WorldView-2 Multispectral Satellite Imagery and Imbalanced Dataset

Remote sensing (Basel, Switzerland), 2021-12, Vol.13 (24), p.4970

2021

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Integrating In Situ and Current Generation Satellite Data for Temporal and Spatial Analysis of Harmful Algal Blooms in the Hartbeespoort Dam, Crocodile River Basin, South Africa

Remote sensing (Basel, Switzerland), 2022-09, Vol.14 (17), p.4277

2022

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Urbanisation in Sub-Saharan Cities and the Implications for Urban Agriculture: Evidence-Based Remote Sensing from Niamey, Niger

Urban science, 2024-01, Vol.8 (1), p.5

2024

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Policy Review and Regulatory Challenges and Strategies for the Sustainable Mangrove Management in Zanzibar

Sustainability, 2023-01, Vol.15 (2), p.1557

2023

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Monitoring Shoreline Changes along the Southwestern Coast of South Africa from 1937 to 2020 Using Varied Remote Sensing Data and Approaches

Remote sensing (Basel, Switzerland), 2023-01, Vol.15 (2), p.317

2023

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The influence of biophysical characteristics on elephant space use in an African savanna

Ecological informatics, 2024-09, Vol.82, p.102724, Article 102724

2024

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Characterizing Leaf Nutrients of Wetland Plants and Agricultural Crops with Nonparametric Approach Using Sentinel-2 Imagery Data

Remote sensing (Basel, Switzerland), 2021-11, Vol.13 (21), p.4249

2021

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Estimating soil moisture using Sentinel-1 and Sentinel-2 sensors for dryland and palustrine wetland areas

South African Journal of Science, 2020-07, Vol.116 (7-8), p.49-57

2020

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Assessing the utility of Sentinel-2 MSI in mapping an encroaching Serephium plumosum in South African rangeland

Applied geomatics, 2022-09, Vol.14 (3), p.435-449

2022

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Time Series Analysis of Water Quality Factors Enhancing Harmful Algal Blooms (HABs): A Study Integrating In-Situ and Satellite Data, Vaal Dam, South Africa

Water (Basel), 2024-03, Vol.16 (5), p.764

2024

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Exploring the Effect of Balanced and Imbalanced Multi-Class Distribution Data and Sampling Techniques on Fruit-Tree Crop Classification Using Different Machine Learning Classifiers

Geomatics (Basel), 2023-01, Vol.3 (1), p.70-92

2023

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Mapping fruit tree dynamics using phenological metrics from optimal Sentinel-2 data and Deep Neural Network

CABI agriculture and bioscience, 2023-11, Vol.4 (1), p.1-20, Article 51

2023

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Performance of Support Vector Machines and Artificial Neural Network for Mapping Endangered Tree Species Using WorldView-2 Data in Dukuduku Forest, South Africa

IEEE journal of selected topics in applied earth observations and remote sensing, 2015-10, Vol.8 (10), p.4825-4840

2015

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Field spectroradiometer and simulated multispectral bands for discriminating invasive species from morphologically similar cohabitant plants

GIScience and remote sensing, 2018-05, Vol.55 (3), p.417-436

2018

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Home range and space use by African elephants (Loxodonta africana) in Hwange National Park, Zimbabwe

African journal of ecology, 2021-12, Vol.59 (4), p.842-853

2021

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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

High density biomass estimation for wetland vegetation using WorldView-2 imagery and random forest regression algorithm

Multispectral and hyperspectral remote sensing for identification and mapping of wetland vegetation: a review

A machine learning approach to mapping canopy gaps in an indigenous tropical submontane forest using WorldView-3 multispectral satellite imagery

Machine Learning Classification of Fused Sentinel-1 and Sentinel-2 Image Data towards Mapping Fruit Plantations in Highly Heterogenous Landscapes

Land-use/cover classification in a heterogeneous coastal landscape using RapidEye imagery: evaluating the performance of random forest and support vector machines classifiers

Dust Deposition Impacts at a Liquidated Gold Mine Village: Gauteng Province in South Africa

Classification of tree species in a heterogeneous urban environment using object-based ensemble analysis and World View-2 satellite imagery

Synthesis of ZnO nanoparticles by co-precipitation method for solar driven photodegradation of Congo red dye at different pH

Evaluating the Performance of Geographic Object-Based Image Analysis in Mapping Archaeological Landscapes Previously Occupied by Farming Communities: A Case of Shashi–Limpopo Confluence Area

Machine Learning Classification of Endangered Tree Species in a Tropical Submontane Forest Using WorldView-2 Multispectral Satellite Imagery and Imbalanced Dataset

Integrating In Situ and Current Generation Satellite Data for Temporal and Spatial Analysis of Harmful Algal Blooms in the Hartbeespoort Dam, Crocodile River Basin, South Africa

Urbanisation in Sub-Saharan Cities and the Implications for Urban Agriculture: Evidence-Based Remote Sensing from Niamey, Niger

Policy Review and Regulatory Challenges and Strategies for the Sustainable Mangrove Management in Zanzibar

Monitoring Shoreline Changes along the Southwestern Coast of South Africa from 1937 to 2020 Using Varied Remote Sensing Data and Approaches

The influence of biophysical characteristics on elephant space use in an African savanna

Characterizing Leaf Nutrients of Wetland Plants and Agricultural Crops with Nonparametric Approach Using Sentinel-2 Imagery Data

Estimating soil moisture using Sentinel-1 and Sentinel-2 sensors for dryland and palustrine wetland areas

Assessing the utility of Sentinel-2 MSI in mapping an encroaching Serephium plumosum in South African rangeland

Time Series Analysis of Water Quality Factors Enhancing Harmful Algal Blooms (HABs): A Study Integrating In-Situ and Satellite Data, Vaal Dam, South Africa

Exploring the Effect of Balanced and Imbalanced Multi-Class Distribution Data and Sampling Techniques on Fruit-Tree Crop Classification Using Different Machine Learning Classifiers

Mapping fruit tree dynamics using phenological metrics from optimal Sentinel-2 data and Deep Neural Network

Performance of Support Vector Machines and Artificial Neural Network for Mapping Endangered Tree Species Using WorldView-2 Data in Dukuduku Forest, South Africa

Field spectroradiometer and simulated multispectral bands for discriminating invasive species from morphologically similar cohabitant plants

Home range and space use by African elephants (Loxodonta africana) in Hwange National Park, Zimbabwe

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