The utility of satellite fire product accuracy Information-perspectives and recommendations from the Southern Africa fire network. - David P. Roy; S. N. Trigg; Roy Bhima; Bruce H. Brockett; Opha Pauline Dube; Philip Frost; Navashni Govender; Tobias Landmann; Johan Le Roux; Tsepo Lepono; Joaquim Macuacua; Cheikh Mbow; et al. (IEEE Trans. Geosci. Remote. Sens., 2006)

Field Spectrometry of Papyrus Vegetation (Cyperus papyrus L.) in Swamp Wetlands of St Lucia, South Africa. - Elhadi Adam; Onisimo Mutanga; Denis Rugege; Riyad Ismail (IGARSS (4), 2009)

Towards a framework for measuring end to end performance of land administration business processes - A case study. - Dorman Chimhamhiwa; Paul van der Molen; Onisimo Mutanga; Denis Rugege (Comput. Environ. Urban Syst., 2009)

A comparison of regression tree ensembles: Predicting Sirex noctilio induced water stress in Pinus patula forests of KwaZulu-Natal, South Africa. - Riyad Ismail; Onisimo Mutanga (Int. J. Appl. Earth Obs. Geoinformation, 2010)

Predicting plant water content in Eucalyptus grandis forest stands in KwaZulu-Natal, South Africa using field spectra resampled to the Sumbandila Satellite Sensor. - Z. Oumar; Onisimo Mutanga (Int. J. Appl. Earth Obs. Geoinformation, 2010)

Modeling the Potential Distribution of Pine Forests Susceptible to Sirex Noctilio Infestations in Mpumalanga, South Africa. - Riyad Ismail; Onisimo Mutanga; Lalit Kumar 002 (Trans. GIS, 2010)

Potential utility of the spectral red-edge region of SumbandilaSat imagery for assessing indigenous forest structure and health. - Moses Azong Cho; Pravesh Debba; Onisimo Mutanga; Nontembeko Dudeni-Tlhone; Thandulwazi Magadla; Sibusisiwe A. Khuluse (Int. J. Appl. Earth Obs. Geoinformation, 2012)

High density biomass estimation for wetland vegetation using WorldView-2 imagery and random forest regression algorithm. - Onisimo Mutanga; Elhadi Adam; Moses Azong Cho (Int. J. Appl. Earth Obs. Geoinformation, 2012)

Spectral resampling based on user-defined inter-band correlation filter: C3 and C4 grass species classification. - Clement Adjorlolo; Onisimo Mutanga; Moses Azong Cho; Riyad Ismail (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. - Z. Oumar; Onisimo Mutanga; Riyad Ismail (Int. J. Appl. Earth Obs. Geoinformation, 2013)

Linking remotely sensed forage quality estimates from WorldView-2 multispectral data with cattle distribution in a savanna landscape. - Fadzai M. Zengeya; Onisimo Mutanga; Amon Murwira (Int. J. Appl. Earth Obs. Geoinformation, 2013)

Determining the susceptibility of Eucalyptus nitens forests to Coryphodema tristis (cossid moth) occurrence in Mpumalanga, South Africa. - Elhadi Adam; Onisimo Mutanga; Riyad Ismail (Int. J. Geogr. Inf. Sci., 2013)

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. - Timothy Dube; Onisimo Mutanga; Elhadi Adam; Riyad Ismail (Sensors, 2014)

Spectral Discrimination of Insect Defoliation Levels in Mopane Woodland Using Hyperspectral Data. - Adewale Samuel Adelabu; Onisimo Mutanga; Elhadi Adam; Reuben Sebego (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. - Clement Adjorlolo; Onisimo Mutanga; Moses Azong Cho (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Investigating the Capability of Few Strategically Placed Worldview-2 Multispectral Bands to Discriminate Forest Species in KwaZulu-Natal, South Africa. - Kabir Peerbhay; Onisimo Mutanga; Riyad Ismail (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

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. - Onisimo Mutanga; Elhadi Adam; Clement Adjorlolo; Elfatih M. Abdel-Rahman (Int. J. Appl. Earth Obs. Geoinformation, 2015)

Reducing Leaf-Level Hyperspectral Data to 22 Components of Biochemical and Biophysical Bands Optimizes Tree Species Discrimination. - Heidi van Deventer; Moses Azong Cho; Onisimo Mutanga; Laven Naidoo; Nontembeko Dudeni-Tlhone (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. - Galal Omer; Onisimo Mutanga; Elfatih M. Abdel-Rahman; Elhadi Adam (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Random Forests Unsupervised Classification: The Detection and Mapping of Solanum mauritianum Infestations in Plantation Forestry Using Hyperspectral Data. - Kabir Peerbhay; Onisimo Mutanga; Riyad Ismail (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Unsupervised anomaly weed detection in riparian forest areas using hyperspectral data and LiDAR. - Kabir Peerbhay; Onisimo Mutanga; Romano Trent Lottering; Riyad Ismail (WHISPERS, 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. - Galal Omer; Onisimo Mutanga; Elfatih M. Abdel-Rahman; Elhadi Adam (Remote. Sens., 2016)

Discriminating Rangeland Management Practices Using Simulated HyspIRI, Landsat 8 OLI, Sentinel 2 MSI, and VENµS Spectral Data. - Mbulisi Sibanda; Onisimo Mutanga; Mathieu Rouget (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Integrating age in the detection and mapping of incongruous patches in coffee (Coffea arabica) plantations using multi-temporal Landsat 8 NDVI anomalies. - Abel Chemura; Onisimo Mutanga; Timothy Dube (Int. J. Appl. Earth Obs. Geoinformation, 2017)

Multi-phenology WorldView-2 imagery improves remote sensing of savannah tree species. - Sabelo Madonsela; Moses Azong Cho; Renaud Mathieu; Onisimo Mutanga; Abel Ramoelo; Zaneta Kaszta; Ruben Van De Kerchove; Eléonore Wolff (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. - Trylee Nyasha Matongera; Onisimo Mutanga; Timothy Dube; Mbulisi Sibanda (Int. J. Appl. Earth Obs. Geoinformation, 2017)

Seasonal discrimination of C3 and C4 grasses functional types: An evaluation of the prospects of varying spectral configurations of new generation sensors. - Cletah Shoko; Onisimo Mutanga (Int. J. Appl. Earth Obs. Geoinformation, 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. - Elfatih M. Abdel-Rahman; Onisimo Mutanga; John Odindi; Elhadi Adam; Alfred Odindo; Riyad Ismail (Comput. Electron. Agric., 2017)

Predicting Spatial Distribution of Key Honeybee Pests in Kenya Using Remotely Sensed and Bioclimatic Variables: Key Honeybee Pests Distribution Models. - David M. Makori; Ayuka T. Fombong; Elfatih M. Abdel-Rahman; Kiatoko Nkoba; Juliette Ongus; Janet Irungu; Gladys Mosomtai; Sospeter Makau; Onisimo Mutanga; John Odindi; Suresh K. Raina; Tobias Landmann (ISPRS Int. J. Geo Inf., 2017)

Remote Sensing of Above-Ground Biomass. - Lalit Kumar 002; Onisimo Mutanga (Remote. Sens., 2017)

Estimating Biomass of Native Grass Grown under Complex Management Treatments Using WorldView-3 Spectral Derivatives. - Mbulisi Sibanda; Onisimo Mutanga; Mathieu Rouget; Lalit Kumar 002 (Remote. Sens., 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. - Abel Chemura; Onisimo Mutanga; John Odindi (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Modelling Leaf Chlorophyll Content in Coffee (Coffea Arabica) Plantations Using Sentinel 2 Msi Data. - Abel Chemura; Onisimo Mutanga; John Odindi (IGARSS, 2018)

Predicting Urban Growth and Implication on Urban Thermal Characteristics in Harare, Zimbabwe. - Terence Darlington Mushore; John Odindi; Onisimo Mutanga; Timothy Dube (IGARSS, 2018)

Monitoring the Spatio-Temporal Variations of C3/C4 Grass Species Using Multispectral Satellite Data. - Onisimo Mutanga; Cletah Shoko (IGARSS, 2018)

Estimating tree species diversity in the savannah using NDVI and woody canopy cover. - Sabelo Madonsela; Moses Azong Cho; Abel Ramoelo; Onisimo Mutanga; Laven Naidoo (Int. J. Appl. Earth Obs. Geoinformation, 2018)

Transferability of species distribution models for the detection of an invasive alien bryophyte using imaging spectroscopy data. - Cletah Shoko; Onisimo Mutanga; Timothy Dube; Rob Slotow (Int. J. Appl. Earth Obs. Geoinformation, 2018)

Google Earth Engine Applications Since Inception: Usage, Trends, and Potential. - Lalit Kumar 002; Onisimo Mutanga (Remote. Sens., 2018)

Evaluating the Applications of the Near-Infrared Region in Mapping Foliar N in the Miombo Woodlands. - Godfrey Mutowo; Onisimo Mutanga; Mhosisi Masocha (Remote. Sens., 2018)

Determining Optimal New Generation Satellite Derived Metrics for Accurate C3 and C4 Grass Species Aboveground Biomass Estimation in South Africa. - Cletah Shoko; Onisimo Mutanga; Timothy Dube (Remote. Sens., 2018)

Mapping forest aboveground biomass in the reforested Buffelsdraai landfill site using texture combinations computed from SPOT-6 pan-sharpened imagery. - Sizwe Thamsanqa Hlatshwayo; Onisimo Mutanga; Romano Trent Lottering; Zolo Kiala; Riyad Ismail (Int. J. Appl. Earth Obs. Geoinformation, 2019)

Feature Selection on Sentinel-2 Multispectral Imagery for Mapping a Landscape Infested by Parthenium Weed. - Zolo Kiala; Onisimo Mutanga; John Odindi; Kabir Peerbhay (Remote. Sens., 2019)

Google Earth Engine Applications. - Onisimo Mutanga; Lalit Kumar 002 (Remote. Sens., 2019)

A quantitative framework for analysing long term spatial clustering and vegetation fragmentation in an urban landscape using multi-temporal landsat data. - Pedzisai Kowe; Onisimo Mutanga; John Odindi; Timothy Dube (Int. J. Appl. Earth Obs. Geoinformation, 2020)

UAV-Based Multispectral Phenotyping for Disease Resistance to Accelerate Crop Improvement under Changing Climate Conditions. - Walter Chivasa; Onisimo Mutanga; Chandrashekhar M. Biradar (Remote. Sens., 2020)

A Hybrid Feature Method for Handling Redundant Features in a Sentinel-2 Multidate Image for Mapping Parthenium Weed. - Zolo Kiala; Onisimo Mutanga; John Odindi; Serestina Viriri; Mbulisi Sibanda (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

Basic and deep learning models in remote sensing of soil organic carbon estimation: A brief review. - Omosalewa Odebiri; John Odindi; Onisimo Mutanga (Int. J. Appl. Earth Obs. Geoinformation, 2021)

UAV-based high-throughput phenotyping to increase prediction and selection accuracy in maize varieties under artificial MSV inoculation. - Walter Chivasa; Onisimo Mutanga; Juan Burgueño (Comput. Electron. Agric., 2021)

Investigating the Relationship between Tree Species Diversity and Landsat-8 Spectral Heterogeneity across Multiple Phenological Stages. - Sabelo Madonsela; Moses Azong Cho; Abel Ramoelo; Onisimo Mutanga (Remote. Sens., 2021)

Estimating and Monitoring Land Surface Phenology in Rangelands: A Review of Progress and Challenges. - Trylee Nyasha Matongera; Onisimo Mutanga; Mbulisi Sibanda; John Odindi (Remote. Sens., 2021)

The Utility of Sentinel-2 Spectral Data in Quantifying Above-Ground Carbon Stock in an Urban Reforested Landscape. - Mthembeni Mngadi; John Odindi; Onisimo Mutanga (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. - Helen S. Ndlovu; John Odindi; Mbulisi Sibanda; Onisimo Mutanga; Alistair Clulow; Vimbayi Grace Petrova Chimonyo; Tafadzwanashe Mabhaudhi (Remote. Sens., 2021)

Progress in Remote Sensing of Grass Senescence: A Review on the Challenges and Opportunities. - Lwando Royimani; Onisimo Mutanga; Timothy Dube (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Determining the onset of autumn grass senescence in subtropical sour-veld grasslands using remote sensing proxies and the breakpoint approach. - Lwando Royimani; Onisimo Mutanga; John Odindi; Mbulisi Sibanda; Sindiso Chamane (Ecol. Informatics, 2022)

Landsat-8 and Sentinel-2 Based Prediction of Forest Plantation C Stock Using Spatially Varying Coefficient Bayesian Hierarchical Models. - Tsikai Solomon Chinembiri; Onisimo Mutanga; Timothy Dube (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. - Zolo Kiala; John Odindi; Onisimo Mutanga (Remote. Sens., 2022)

Google Earth Engine for Informal Settlement Mapping: A Random Forest Classification Using Spectral and Textural Information. - Dadirai Matarira; Onisimo Mutanga; Maheshvari Naidu (Remote. Sens., 2022)

Determining the Influence of Long Term Urban Growth on Surface Urban Heat Islands Using Local Climate Zones and Intensity Analysis Techniques. - Terence Darlington Mushore; Onisimo Mutanga; John Odindi (Remote. Sens., 2022)

"Cool" Roofs as a Heat-Mitigation Measure in Urban Heat Islands: A Comparative Analysis Using Sentinel 2 and Landsat Data. - Terence Darlington Mushore; John Odindi; Onisimo Mutanga (Remote. Sens., 2022)

Hierarchical Bayesian geostatistics for C stock prediction in disturbed plantation forest in Zimbabwe. - Tsikai Solomon Chinembiri; Onisimo Mutanga; Timothy Dube (Ecol. Informatics, 2023)

Assessing the Prospects of Remote Sensing Maize Leaf Area Index Using UAV-Derived Multi-Spectral Data in Smallholder Farms across the Growing Season. - Siphiwokuhle Buthelezi; Onisimo Mutanga; Mbulisi Sibanda; John Odindi; Alistair Clulow; Vimbayi Grace Petrova Chimonyo; Tafadzwanashe Mabhaudhi (Remote. Sens., 2023)

Carbon Stock Prediction in Managed Forest Ecosystems Using Bayesian and Frequentist Geostatistical Techniques and New Generation Remote Sensing Metrics. - Tsikai Solomon Chinembiri; Onisimo Mutanga; Timothy Dube (Remote. Sens., 2023)

Remote Sensing Grassland Productivity Attributes: A Systematic Review. - Tsitsi Bangira; Onisimo Mutanga; Mbulisi Sibanda; Timothy Dube; Tafadzwanashe Mabhaudhi (Remote. Sens., 2023)

Distinguishing Tree Species from In Situ Hyperspectral and Temporal Measurements through Ensemble Statistical Learning. - Nontembeko Dudeni-Tlhone; Onisimo Mutanga; Pravesh Debba; Moses Azong Cho (Remote. Sens., 2023)

Remote Sensing-Based Outdoor Thermal Comfort Assessment in Local Climate Zones in the Rural-Urban Continuum of eThekwini Municipality, South Africa. - Terence Darlington Mushore; John Odindi; Rob Slotow; Onisimo Mutanga (Remote. Sens., 2023)

Multi-pronged abundance prediction of bee pests' spatial proliferation in Kenya. - David Masereti Makori; Elfatih M. Abdel-Rahman; John Odindi; Onisimo Mutanga; Tobias Landmann; Henri E. Z. Tonnang (Int. J. Appl. Earth Obs. Geoinformation, 2024)

A critical review of literature on remote sensing grass quality during the senescence phenological stage. - Anita Masenyama; Onisimo Mutanga; Mbulisi Sibanda; Timothy Dube (Int. J. Appl. Earth Obs. Geoinformation, 2024)

Remote sensing crop water productivity and water use for sustainable agriculture during extreme weather events in South Africa. - Kudzai Shaun Mpakairi; Timothy Dube; Mbulisi Sibanda; Onisimo Mutanga (Int. J. Appl. Earth Obs. Geoinformation, 2024)

The utility of Planetscope spectral data in quantifying above-ground carbon stock in an urban reforested landscape. - Collins Matiza; Onisimo Mutanga; John Odindi; Mthembeni Mngadi (Ecol. Informatics, 2024)

A visual and spatial tool for tracking, mapping and forecasting the dispersal of biological control agents. - Komi Mensah Agboka; John Odindi; Elfatih M. Abdel-Rahman; Onisimo Mutanga; Henri E. Z. Tonnang (Softw. Impacts, 2024)

Spatiotemporal trends in Anopheles funestus breeding habitats. - Grace R. Aduvukha; Elfatih M. Abdel-Rahman; Bester Tawona Mudereri; Onisimo Mutanga; John Odindi; Henri E. Z. Tonnang (Int. J. Appl. Earth Obs. Geoinformation, 2025)

A critical review on the applications of Sentinel satellite datasets for soil moisture assessment in crop production. - Anela Mkhwenkwana; Trylee Nyasha Matongera; Ciara Blaauw; Onisimo Mutanga (Int. J. Appl. Earth Obs. Geoinformation, 2025)