Onisimo Mutanga
Orcid: 0000-0002-7358-8111
According to our database1,
Onisimo Mutanga
authored at least 65 papers
between 2006 and 2023.
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Bibliography
2023
Remote Sensing-Based Outdoor Thermal Comfort Assessment in Local Climate Zones in the Rural-Urban Continuum of eThekwini Municipality, South Africa.
Remote. Sens., December, 2023
Distinguishing Tree Species from In Situ Hyperspectral and Temporal Measurements through Ensemble Statistical Learning.
Remote. Sens., September, 2023
Remote. Sens., April, 2023
Carbon Stock Prediction in Managed Forest Ecosystems Using Bayesian and Frequentist Geostatistical Techniques and New Generation Remote Sensing Metrics.
Remote. Sens., March, 2023
Assessing the Prospects of Remote Sensing Maize Leaf Area Index Using UAV-Derived Multi-Spectral Data in Smallholder Farms across the Growing Season.
Remote. Sens., March, 2023
Hierarchical Bayesian geostatistics for C stock prediction in disturbed plantation forest in Zimbabwe.
Ecol. Informatics, 2023
2022
"Cool" Roofs as a Heat-Mitigation Measure in Urban Heat Islands: A Comparative Analysis Using Sentinel 2 and Landsat Data.
Remote. Sens., 2022
Determining the Influence of Long Term Urban Growth on Surface Urban Heat Islands Using Local Climate Zones and Intensity Analysis Techniques.
Remote. Sens., 2022
Google Earth Engine for Informal Settlement Mapping: A Random Forest Classification Using Spectral and Textural Information.
Remote. Sens., 2022
Determining the Capability of the Tree-Based Pipeline Optimization Tool (TPOT) in Mapping Parthenium Weed Using Multi-Date Sentinel-2 Image Data.
Remote. Sens., 2022
Landsat-8 and Sentinel-2 Based Prediction of Forest Plantation C Stock Using Spatially Varying Coefficient Bayesian Hierarchical Models.
Remote. Sens., 2022
Determining the onset of autumn grass senescence in subtropical sour-veld grasslands using remote sensing proxies and the breakpoint approach.
Ecol. Informatics, 2022
2021
Progress in Remote Sensing of Grass Senescence: A Review on the Challenges and Opportunities.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
A Comparative Estimation of Maize Leaf Water Content Using Machine Learning Techniques and Unmanned Aerial Vehicle (UAV)-Based Proximal and Remotely Sensed Data.
Remote. Sens., 2021
The Utility of Sentinel-2 Spectral Data in Quantifying Above-Ground Carbon Stock in an Urban Reforested Landscape.
Remote. Sens., 2021
Estimating and Monitoring Land Surface Phenology in Rangelands: A Review of Progress and Challenges.
Remote. Sens., 2021
Investigating the Relationship between Tree Species Diversity and Landsat-8 Spectral Heterogeneity across Multiple Phenological Stages.
Remote. Sens., 2021
UAV-based high-throughput phenotyping to increase prediction and selection accuracy in maize varieties under artificial MSV inoculation.
Comput. Electron. Agric., 2021
Basic and deep learning models in remote sensing of soil organic carbon estimation: A brief review.
Int. J. Appl. Earth Obs. Geoinformation, 2021
2020
A Hybrid Feature Method for Handling Redundant Features in a Sentinel-2 Multidate Image for Mapping Parthenium Weed.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
UAV-Based Multispectral Phenotyping for Disease Resistance to Accelerate Crop Improvement under Changing Climate Conditions.
Remote. Sens., 2020
A quantitative framework for analysing long term spatial clustering and vegetation fragmentation in an urban landscape using multi-temporal landsat data.
Int. J. Appl. Earth Obs. Geoinformation, 2020
2019
Feature Selection on Sentinel-2 Multispectral Imagery for Mapping a Landscape Infested by Parthenium Weed.
Remote. Sens., 2019
Mapping forest aboveground biomass in the reforested Buffelsdraai landfill site using texture combinations computed from SPOT-6 pan-sharpened imagery.
Int. J. Appl. Earth Obs. Geoinformation, 2019
2018
Determining Optimal New Generation Satellite Derived Metrics for Accurate C3 and C4 Grass Species Aboveground Biomass Estimation in South Africa.
Remote. Sens., 2018
Evaluating the Applications of the Near-Infrared Region in Mapping Foliar N in the Miombo Woodlands.
Remote. Sens., 2018
Remote. Sens., 2018
Transferability of species distribution models for the detection of an invasive alien bryophyte using imaging spectroscopy data.
Int. J. Appl. Earth Obs. Geoinformation, 2018
Int. J. Appl. Earth Obs. Geoinformation, 2018
Monitoring the Spatio-Temporal Variations of C3/C4 Grass Species Using Multispectral Satellite Data.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Predicting Urban Growth and Implication on Urban Thermal Characteristics in Harare, Zimbabwe.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Modelling Leaf Chlorophyll Content in Coffee (Coffea Arabica) Plantations Using Sentinel 2 Msi Data.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
2017
Empirical Modeling of Leaf Chlorophyll Content in Coffee (Coffea Arabica) Plantations With Sentinel-2 MSI Data: Effects of Spectral Settings, Spatial Resolution, and Crop Canopy Cover.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Estimating Biomass of Native Grass Grown under Complex Management Treatments Using WorldView-3 Spectral Derivatives.
Remote. Sens., 2017
Predicting Spatial Distribution of Key Honeybee Pests in Kenya Using Remotely Sensed and Bioclimatic Variables: Key Honeybee Pests Distribution Models.
ISPRS Int. J. Geo Inf., 2017
Estimating Swiss chard foliar macro- and micronutrient concentrations under different irrigation water sources using ground-based hyperspectral data and four partial least squares (PLS)-based (PLS1, PLS2, SPLS1 and SPLS2) regression algorithms.
Comput. Electron. Agric., 2017
Seasonal discrimination of C3 and C4 grasses functional types: An evaluation of the prospects of varying spectral configurations of new generation sensors.
Int. J. Appl. Earth Obs. Geoinformation, 2017
Detection and mapping the spatial distribution of bracken fern weeds using the Landsat 8 OLI new generation sensor.
Int. J. Appl. Earth Obs. Geoinformation, 2017
Multi-phenology WorldView-2 imagery improves remote sensing of savannah tree species.
Int. J. Appl. Earth Obs. Geoinformation, 2017
Integrating age in the detection and mapping of incongruous patches in coffee (Coffea arabica) plantations using multi-temporal Landsat 8 NDVI anomalies.
Int. J. Appl. Earth Obs. Geoinformation, 2017
2016
Discriminating Rangeland Management Practices Using Simulated HyspIRI, Landsat 8 OLI, Sentinel 2 MSI, and VENµS Spectral Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
Empirical Prediction of Leaf Area Index (LAI) of Endangered Tree Species in Intact and Fragmented Indigenous Forests Ecosystems Using WorldView-2 Data and Two Robust Machine Learning Algorithms.
Remote. Sens., 2016
Unsupervised anomaly weed detection in riparian forest areas using hyperspectral data and LiDAR.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
2015
Random Forests Unsupervised Classification: The Detection and Mapping of Solanum mauritianum Infestations in Plantation Forestry Using Hyperspectral Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Performance of Support Vector Machines and Artificial Neural Network for Mapping Endangered Tree Species Using WorldView-2 Data in Dukuduku Forest, South Africa.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Reducing Leaf-Level Hyperspectral Data to 22 Components of Biochemical and Biophysical Bands Optimizes Tree Species Discrimination.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Evaluating the robustness of models developed from field spectral data in predicting African grass foliar nitrogen concentration using WorldView-2 image as an independent test dataset.
Int. J. Appl. Earth Obs. Geoinformation, 2015
2014
Investigating the Capability of Few Strategically Placed Worldview-2 Multispectral Bands to Discriminate Forest Species in KwaZulu-Natal, South Africa.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
Estimation of Canopy Nitrogen Concentration Across C3 and C4 Grasslands Using WorldView-2 Multispectral Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
Spectral Discrimination of Insect Defoliation Levels in Mopane Woodland Using Hyperspectral Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
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, 2014
2013
Determining the susceptibility of <i>Eucalyptus nitens</i> forests to <i>Coryphodema tristis</i> (cossid moth) occurrence in Mpumalanga, South Africa.
Int. J. Geogr. Inf. Sci., 2013
Linking remotely sensed forage quality estimates from WorldView-2 multispectral data with cattle distribution in a savanna landscape.
Int. J. Appl. Earth Obs. Geoinformation, 2013
Predicting Thaumastocoris peregrinus damage using narrow band normalized indices and hyperspectral indices using field spectra resampled to the Hyperion sensor.
Int. J. Appl. Earth Obs. Geoinformation, 2013
Spectral resampling based on user-defined inter-band correlation filter: C<sub>3</sub> and C<sub>4</sub> grass species classification.
Int. J. Appl. Earth Obs. Geoinformation, 2013
2012
High density biomass estimation for wetland vegetation using WorldView-2 imagery and random forest regression algorithm.
Int. J. Appl. Earth Obs. Geoinformation, 2012
Potential utility of the spectral red-edge region of SumbandilaSat imagery for assessing indigenous forest structure and health.
Int. J. Appl. Earth Obs. Geoinformation, 2012
2010
Modeling the Potential Distribution of Pine Forests Susceptible to <i>Sirex Noctilio</i> Infestations in Mpumalanga, South Africa.
Trans. GIS, 2010
Predicting plant water content in Eucalyptus grandis forest stands in KwaZulu-Natal, South Africa using field spectra resampled to the Sumbandila Satellite Sensor.
Int. J. Appl. Earth Obs. Geoinformation, 2010
A comparison of regression tree ensembles: Predicting Sirex noctilio induced water stress in Pinus patula forests of KwaZulu-Natal, South Africa.
Int. J. Appl. Earth Obs. Geoinformation, 2010
2009
Towards a framework for measuring end to end performance of land administration business processes - A case study.
Comput. Environ. Urban Syst., 2009
Field Spectrometry of Papyrus Vegetation (Cyperus papyrus L.) in Swamp Wetlands of St Lucia, South Africa.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
2006
The utility of satellite fire product accuracy Information-perspectives and recommendations from the Southern Africa fire network.
IEEE Trans. Geosci. Remote. Sens., 2006