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ArticlesPeer ReviewedFull Text
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
Author / Creator:Dube, Timothy ; Mutanga, Onisimo ; Elhadi, Adam ; Ismail, Riyad
Publisher:Switzerland: MDPI AG
Journal title:Sensors (Basel, Switzerland), 2014-08, Vol.14 (8), p.15348-15370
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Multispectral and hyperspectral remote sensing for identification and mapping of wetland vegetation: a review
Author / Creator:Adam, Elhadi ; Mutanga, Onisimo ; Rugege, Denis
Publisher:Dordrecht: Dordrecht : Springer Netherlands
Journal title:Wetlands ecology and management, 2010-06, Vol.18 (3), p.281-296
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ArticlesPeer ReviewedFull Text
Machine Learning Classification of Fused Sentinel-1 and Sentinel-2 Image Data towards Mapping Fruit Plantations in Highly Heterogenous Landscapes
Author / Creator:Chabalala, Yingisani ; Adam, Elhadi ; Ali, Khalid Adem
Publisher:Basel: MDPI AG
Journal title:Remote sensing (Basel, Switzerland), 2022-06, Vol.14 (11), p.2621
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A machine learning approach to mapping canopy gaps in an indigenous tropical submontane forest using WorldView-3 multispectral satellite imagery
Author / Creator:Jackson, Colbert M ; Adam, Elhadi
Publisher:Cambridge, UK: Cambridge University Press
Journal title:Environmental conservation, 2022-12, Vol.49 (4), p.255-262
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ArticlesPeer ReviewedFull Text
Dust Deposition Impacts at a Liquidated Gold Mine Village: Gauteng Province in South Africa
Author / Creator:Mpanza, Mbalenhle ; Adam, Elhadi ; Moolla, Raeesa
Publisher:Basel: MDPI AG
Journal title:International journal of environmental research and public health, 2020-07, Vol.17 (14), p.4929
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Classification of tree species in a heterogeneous urban environment using object-based ensemble analysis and World View-2 satellite imagery
Author / Creator:Jombo, Simbarashe ; Adam, Elhadi ; Odindi, John
Publisher:Berlin/Heidelberg: Springer Berlin Heidelberg
Journal title:Applied geomatics, 2021-09, Vol.13 (3), p.373-387
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Exploring the Causes of Severe Fluctuations in Water Surface Area Using Water Index and Structural Equation Modeling: Evidence from Ebinur Lake, China
Author / Creator:Li, Mengfan ; Liu, Changjiang ; Zhang, Fei ; Chan, Ngai Weng ; Adam, Elhadi ; Wang, Weiwei ; Wu, Yingxiu
Publisher:Basel: MDPI AG
Journal title:Remote sensing (Basel, Switzerland), 2025-04, Vol.17 (8), p.1431
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ArticlesPeer ReviewedFull Text
Machine Learning Classification of Endangered Tree Species in a Tropical Submontane Forest Using WorldView-2 Multispectral Satellite Imagery and Imbalanced Dataset
Author / Creator:Jackson, Colbert M. ; Adam, Elhadi
Publisher:Basel: MDPI AG
Journal title:Remote sensing (Basel, Switzerland), 2021-12, Vol.13 (24), p.4970
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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
Author / Creator:Thabeng, Olaotse Lokwalo ; Adam, Elhadi ; Merlo, Stefania
Publisher:Basel: MDPI AG
Journal title:Remote sensing (Basel, Switzerland), 2023-11, Vol.15 (23), p.5491
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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
Author / Creator:Ali, Khalid ; Abiye, Tamiru ; Adam, Elhadi
Publisher:Basel: MDPI AG
Journal title:Remote sensing (Basel, Switzerland), 2022-09, Vol.14 (17), p.4277
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ArticlesPeer ReviewedFull Text
Evaluation of atmospheric correction algorithms for salt lake water assessment: Accuracy, band-specific effects, and sensor consistency
Author / Creator:Liu, Changjiang ; Zhang, Fei ; Jim, Chi-Yung ; Oke, Saheed Adeyinka ; Adam, Elhadi
Publisher:United States: Public Library of Science
Journal title:PloS one, 2024-12, Vol.19 (12), p.e0315837
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ArticlesPeer ReviewedFull Text
Monitoring Shoreline Changes along the Southwestern Coast of South Africa from 1937 to 2020 Using Varied Remote Sensing Data and Approaches
Author / Creator:Murray, Jennifer ; Adam, Elhadi ; Woodborne, Stephan ; Miller, Duncan ; Xulu, Sifiso ; Evans, Mary
Publisher:Basel: MDPI AG
Journal title:Remote sensing (Basel, Switzerland), 2023-01, Vol.15 (2), p.317
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ArticlesPeer ReviewedFull Text
Urbanisation in Sub-Saharan Cities and the Implications for Urban Agriculture: Evidence-Based Remote Sensing from Niamey, Niger
Author / Creator:Nasser, Ibrahim Abdoul ; Adam, Elhadi
Publisher:Basel: MDPI AG
Journal title:Urban science, 2024-01, Vol.8 (1), p.5
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ArticlesPeer ReviewedFull Text
Policy Review and Regulatory Challenges and Strategies for the Sustainable Mangrove Management in Zanzibar
Author / Creator:Mohamed, Mohamed Khalfan ; Adam, Elhadi ; Jackson, Colbert M.
Publisher:Basel: MDPI AG
Journal title:Sustainability, 2023-01, Vol.15 (2), p.1557
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ArticlesPeer ReviewedFull Text
Exploring the Effect of Balanced and Imbalanced Multi-Class Distribution Data and Sampling Techniques on Fruit-Tree Crop Classification Using Different Machine Learning Classifiers
Author / Creator:Chabalala, Yingisani ; Adam, Elhadi ; Ali, Khalid Adem
Publisher:Calgary: MDPI AG
Journal title:Geomatics (Basel), 2023-03, Vol.3 (1), p.70-92
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ArticlesPeer ReviewedFull Text
The Potential Health Costs of PM10 Impacts on a Gold Mine Village, during Company Liquidation: An Analysis of 2013–2017
Author / Creator:Mpanza, Mbalenhle ; Adam, Elhadi ; Moolla, Raeesa
Publisher:Basel: MDPI AG
Journal title:Minerals (Basel), 2022-02, Vol.12 (2), p.169
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ArticlesPeer ReviewedFull Text
Characterizing Leaf Nutrients of Wetland Plants and Agricultural Crops with Nonparametric Approach Using Sentinel-2 Imagery Data
Author / Creator:Dlamini, Mandla ; Chirima, George ; Sibanda, Mbulisi ; Adam, Elhadi ; Dube, Timothy
Publisher:Basel: MDPI AG
Journal title:Remote sensing (Basel, Switzerland), 2021-11, Vol.13 (21), p.4249
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ArticlesPeer ReviewedFull Text
Estimating soil moisture using Sentinel-1 and Sentinel-2 sensors for dryland and palustrine wetland areas
Author / Creator:Naidoo, Laven ; Gangat, Ridhwannah ; Adam, Elhadi ; Van Deventer, Heidi
Publisher:Pretoria: Academy of Science for South Africa (ASSAf)
Journal title:South African journal of science, 2020-07, Vol.116 (7-8), p.49-57
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Assessing the utility of Sentinel-2 MSI in mapping an encroaching Serephium plumosum in South African rangeland
Author / Creator:Nkhwanana, Nyaladzani ; Adam, Elhadi ; Ramoelo, Abel
Publisher:Berlin/Heidelberg: Springer Berlin Heidelberg
Journal title:Applied geomatics, 2022-09, Vol.14 (3), p.435-449
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ArticlesPeer ReviewedFull Text
Mapping fruit tree dynamics using phenological metrics from optimal Sentinel-2 data and Deep Neural Network
Author / Creator:Chabalala, Yingisani ; Adam, Elhadi ; Kganyago, Mahlatse
Publisher:CABI
Journal title:CABI agriculture and bioscience, 2023-11, Vol.4 (1), p.1-20, Article 51
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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

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

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

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

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

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

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Exploring the Causes of Severe Fluctuations in Water Surface Area Using Water Index and Structural Equation Modeling: Evidence from Ebinur Lake, China

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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

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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

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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

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Evaluation of atmospheric correction algorithms for salt lake water assessment: Accuracy, band-specific effects, and sensor consistency

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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

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

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

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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

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The Potential Health Costs of PM10 Impacts on a Gold Mine Village, during Company Liquidation: An Analysis of 2013–2017

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

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

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

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

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