Onisimo Mutanga

72 papers C 3Journal 67Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A critical review on the applications of Sentinel satellite datasets for soil moisture assessment in crop production. Int. J. Appl. Earth Obs. Geoinformation Anela Mkhwenkwana, Trylee Nyasha Matongera, Ciara Blaauw, Onisimo Mutanga
2025	J	`jnl`	Spatiotemporal trends in Anopheles funestus breeding habitats. Int. J. Appl. Earth Obs. Geoinformation Grace R. Aduvukha, Elfatih M. Abdel-Rahman, Bester Tawona Mudereri, Onisimo Mutanga, John Odindi, Henri E. Z. Tonnang
2024	J	`jnl`	A critical review of literature on remote sensing grass quality during the senescence phenological stage. Int. J. Appl. Earth Obs. Geoinformation Anita Masenyama, Onisimo Mutanga, Mbulisi Sibanda, Timothy Dube
2024	J	`jnl`	A visual and spatial tool for tracking, mapping and forecasting the dispersal of biological control agents. Softw. Impacts Komi Mensah Agboka, John Odindi, Elfatih M. Abdel-Rahman, Onisimo Mutanga, Henri E. Z. Tonnang
2024	J	`jnl`	Multi-pronged abundance prediction of bee pests' spatial proliferation in Kenya. Int. J. Appl. Earth Obs. Geoinformation David Masereti Makori, Elfatih M. Abdel-Rahman, John Odindi, Onisimo Mutanga, Tobias Landmann, Henri E. Z. Tonnang
2024	J	`jnl`	Remote sensing crop water productivity and water use for sustainable agriculture during extreme weather events in South Africa. Int. J. Appl. Earth Obs. Geoinformation Kudzai Shaun Mpakairi, Timothy Dube, Mbulisi Sibanda, Onisimo Mutanga
2024	J	`jnl`	The utility of Planetscope spectral data in quantifying above-ground carbon stock in an urban reforested landscape. Ecol. Informatics Collins Matiza, Onisimo Mutanga, John Odindi, Mthembeni Mngadi
2023	J	`jnl`	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. Siphiwokuhle Buthelezi, Onisimo Mutanga, Mbulisi Sibanda, John Odindi, Alistair Clulow, Vimbayi Grace Petrova Chimonyo, Tafadzwanashe Mabhaudhi
2023	J	`jnl`	Carbon Stock Prediction in Managed Forest Ecosystems Using Bayesian and Frequentist Geostatistical Techniques and New Generation Remote Sensing Metrics. Remote. Sens. Tsikai Solomon Chinembiri, Onisimo Mutanga, Timothy Dube
2023	J	`jnl`	Distinguishing Tree Species from In Situ Hyperspectral and Temporal Measurements through Ensemble Statistical Learning. Remote. Sens. Nontembeko Dudeni-Tlhone, Onisimo Mutanga, Pravesh Debba, Moses Azong Cho
2023	J	`jnl`	Hierarchical Bayesian geostatistics for C stock prediction in disturbed plantation forest in Zimbabwe. Ecol. Informatics Tsikai Solomon Chinembiri, Onisimo Mutanga, Timothy Dube
2023	J	`jnl`	Remote Sensing Grassland Productivity Attributes: A Systematic Review. Remote. Sens. Tsitsi Bangira, Onisimo Mutanga, Mbulisi Sibanda, Timothy Dube, Tafadzwanashe Mabhaudhi
2023	J	`jnl`	Remote Sensing-Based Outdoor Thermal Comfort Assessment in Local Climate Zones in the Rural-Urban Continuum of eThekwini Municipality, South Africa. Remote. Sens. Terence Darlington Mushore, John Odindi, Rob Slotow, Onisimo Mutanga
2022	J	`jnl`	"Cool" Roofs as a Heat-Mitigation Measure in Urban Heat Islands: A Comparative Analysis Using Sentinel 2 and Landsat Data. Remote. Sens. Terence Darlington Mushore, John Odindi, Onisimo Mutanga
2022	J	`jnl`	Determining the Capability of the Tree-Based Pipeline Optimization Tool (TPOT) in Mapping Parthenium Weed Using Multi-Date Sentinel-2 Image Data. Remote. Sens. Zolo Kiala, John Odindi, Onisimo Mutanga
2022	J	`jnl`	Determining the Influence of Long Term Urban Growth on Surface Urban Heat Islands Using Local Climate Zones and Intensity Analysis Techniques. Remote. Sens. Terence Darlington Mushore, Onisimo Mutanga, John Odindi
2022	J	`jnl`	Determining the onset of autumn grass senescence in subtropical sour-veld grasslands using remote sensing proxies and the breakpoint approach. Ecol. Informatics Lwando Royimani, Onisimo Mutanga, John Odindi, Mbulisi Sibanda, Sindiso Chamane
2022	J	`jnl`	Google Earth Engine for Informal Settlement Mapping: A Random Forest Classification Using Spectral and Textural Information. Remote. Sens. Dadirai Matarira, Onisimo Mutanga, Maheshvari Naidu
2022	J	`jnl`	Landsat-8 and Sentinel-2 Based Prediction of Forest Plantation C Stock Using Spatially Varying Coefficient Bayesian Hierarchical Models. Remote. Sens. Tsikai Solomon Chinembiri, Onisimo Mutanga, Timothy Dube
2021	J	`jnl`	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. Helen S. Ndlovu, John Odindi, Mbulisi Sibanda, Onisimo Mutanga, Alistair Clulow, Vimbayi Grace Petrova Chimonyo, Tafadzwanashe Mabhaudhi
2021	J	`jnl`	Basic and deep learning models in remote sensing of soil organic carbon estimation: A brief review. Int. J. Appl. Earth Obs. Geoinformation Omosalewa Odebiri, John Odindi, Onisimo Mutanga
2021	J	`jnl`	Estimating and Monitoring Land Surface Phenology in Rangelands: A Review of Progress and Challenges. Remote. Sens. Trylee Nyasha Matongera, Onisimo Mutanga, Mbulisi Sibanda, John Odindi
2021	J	`jnl`	Investigating the Relationship between Tree Species Diversity and Landsat-8 Spectral Heterogeneity across Multiple Phenological Stages. Remote. Sens. Sabelo Madonsela, Moses Azong Cho, Abel Ramoelo, Onisimo Mutanga
2021	J	`jnl`	Progress in Remote Sensing of Grass Senescence: A Review on the Challenges and Opportunities. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Lwando Royimani, Onisimo Mutanga, Timothy Dube
2021	J	`jnl`	The Utility of Sentinel-2 Spectral Data in Quantifying Above-Ground Carbon Stock in an Urban Reforested Landscape. Remote. Sens. Mthembeni Mngadi, John Odindi, Onisimo Mutanga
2021	J	`jnl`	UAV-based high-throughput phenotyping to increase prediction and selection accuracy in maize varieties under artificial MSV inoculation. Comput. Electron. Agric. Walter Chivasa, Onisimo Mutanga, Juan Burgueño
2020	J	`jnl`	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. Zolo Kiala, Onisimo Mutanga, John Odindi, Serestina Viriri, Mbulisi Sibanda
2020	J	`jnl`	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 Pedzisai Kowe, Onisimo Mutanga, John Odindi, Timothy Dube
2020	J	`jnl`	UAV-Based Multispectral Phenotyping for Disease Resistance to Accelerate Crop Improvement under Changing Climate Conditions. Remote. Sens. Walter Chivasa, Onisimo Mutanga, Chandrashekhar M. Biradar
2019	J	`jnl`	Feature Selection on Sentinel-2 Multispectral Imagery for Mapping a Landscape Infested by Parthenium Weed. Remote. Sens. Zolo Kiala, Onisimo Mutanga, John Odindi, Kabir Peerbhay
2019	J	`jnl`	Google Earth Engine Applications. Remote. Sens. Onisimo Mutanga, Lalit Kumar
2019	J	`jnl`	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 Sizwe Thamsanqa Hlatshwayo, Onisimo Mutanga, Romano Trent Lottering, Zolo Kiala, Riyad Ismail
2018	J	`jnl`	Determining Optimal New Generation Satellite Derived Metrics for Accurate C3 and C4 Grass Species Aboveground Biomass Estimation in South Africa. Remote. Sens. Cletah Shoko, Onisimo Mutanga, Timothy Dube
2018	J	`jnl`	Estimating tree species diversity in the savannah using NDVI and woody canopy cover. Int. J. Appl. Earth Obs. Geoinformation Sabelo Madonsela, Moses Azong Cho, Abel Ramoelo, Onisimo Mutanga, Laven Naidoo
2018	J	`jnl`	Evaluating the Applications of the Near-Infrared Region in Mapping Foliar N in the Miombo Woodlands. Remote. Sens. Godfrey Mutowo, Onisimo Mutanga, Mhosisi Masocha
2018	J	`jnl`	Google Earth Engine Applications Since Inception: Usage, Trends, and Potential. Remote. Sens. Lalit Kumar, Onisimo Mutanga
2018	C	`conf`	Modelling Leaf Chlorophyll Content in Coffee (Coffea Arabica) Plantations Using Sentinel 2 Msi Data. IGARSS Abel Chemura, Onisimo Mutanga, John Odindi
2018	C	`conf`	Monitoring the Spatio-Temporal Variations of C3/C4 Grass Species Using Multispectral Satellite Data. IGARSS Onisimo Mutanga, Cletah Shoko
2018	C	`conf`	Predicting Urban Growth and Implication on Urban Thermal Characteristics in Harare, Zimbabwe. IGARSS Terence Darlington Mushore, John Odindi, Onisimo Mutanga, Timothy Dube
2018	J	`jnl`	Transferability of species distribution models for the detection of an invasive alien bryophyte using imaging spectroscopy data. Int. J. Appl. Earth Obs. Geoinformation Cletah Shoko, Onisimo Mutanga, Timothy Dube, Rob Slotow
2017	J	`jnl`	Detection and mapping the spatial distribution of bracken fern weeds using the Landsat 8 OLI new generation sensor. Int. J. Appl. Earth Obs. Geoinformation Trylee Nyasha Matongera, Onisimo Mutanga, Timothy Dube, Mbulisi Sibanda
2017	J	`jnl`	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. Abel Chemura, Onisimo Mutanga, John Odindi
2017	J	`jnl`	Estimating Biomass of Native Grass Grown under Complex Management Treatments Using WorldView-3 Spectral Derivatives. Remote. Sens. Mbulisi Sibanda, Onisimo Mutanga, Mathieu Rouget, Lalit Kumar
2017	J	`jnl`	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. Elfatih M. Abdel-Rahman, Onisimo Mutanga, John Odindi, Elhadi Adam, Alfred Odindo, Riyad Ismail
2017	J	`jnl`	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 Abel Chemura, Onisimo Mutanga, Timothy Dube
2017	J	`jnl`	Multi-phenology WorldView-2 imagery improves remote sensing of savannah tree species. Int. J. Appl. Earth Obs. Geoinformation Sabelo Madonsela, Moses Azong Cho, Renaud Mathieu, Onisimo Mutanga, Abel Ramoelo, Zaneta Kaszta, Ruben Van De Kerchove, Eléonore Wolff
2017	J	`jnl`	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. 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
2017	J	`jnl`	Remote Sensing of Above-Ground Biomass. Remote. Sens. Lalit Kumar, Onisimo Mutanga
2017	J	`jnl`	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 Cletah Shoko, Onisimo Mutanga
2016	J	`jnl`	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. Mbulisi Sibanda, Onisimo Mutanga, Mathieu Rouget
2016	J	`jnl`	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. Galal Omer, Onisimo Mutanga, Elfatih M. Abdel-Rahman, Elhadi Adam
2016	—	`conf`	Unsupervised anomaly weed detection in riparian forest areas using hyperspectral data and LiDAR. WHISPERS Kabir Peerbhay, Onisimo Mutanga, Romano Trent Lottering, Riyad Ismail
2015	J	`jnl`	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 Onisimo Mutanga, Elhadi Adam, Clement Adjorlolo, Elfatih M. Abdel-Rahman
2015	J	`jnl`	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. Galal Omer, Onisimo Mutanga, Elfatih M. Abdel-Rahman, Elhadi Adam
2015	J	`jnl`	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. Kabir Peerbhay, Onisimo Mutanga, Riyad Ismail
2015	J	`jnl`	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. Heidi van Deventer, Moses Azong Cho, Onisimo Mutanga, Laven Naidoo, Nontembeko Dudeni-Tlhone
2014	J	`jnl`	Estimation of Canopy Nitrogen Concentration Across C3 and C4 Grasslands Using WorldView-2 Multispectral Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Clement Adjorlolo, Onisimo Mutanga, Moses Azong Cho
2014	J	`jnl`	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 Timothy Dube, Onisimo Mutanga, Elhadi Adam, Riyad Ismail
2014	J	`jnl`	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. Kabir Peerbhay, Onisimo Mutanga, Riyad Ismail
2014	J	`jnl`	Spectral Discrimination of Insect Defoliation Levels in Mopane Woodland Using Hyperspectral Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Adewale Samuel Adelabu, Onisimo Mutanga, Elhadi Adam, Reuben Sebego
2013	J	`jnl`	Determining the susceptibility of Int. J. Geogr. Inf. Sci. Elhadi Adam, Onisimo Mutanga, Riyad Ismail
2013	J	`jnl`	Linking remotely sensed forage quality estimates from WorldView-2 multispectral data with cattle distribution in a savanna landscape. Int. J. Appl. Earth Obs. Geoinformation Fadzai M. Zengeya, Onisimo Mutanga, Amon Murwira
2013	J	`jnl`	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 Z. Oumar, Onisimo Mutanga, Riyad Ismail
2013	J	`jnl`	Spectral resampling based on user-defined inter-band correlation filter: C Int. J. Appl. Earth Obs. Geoinformation Clement Adjorlolo, Onisimo Mutanga, Moses Azong Cho, Riyad Ismail
2012	J	`jnl`	High density biomass estimation for wetland vegetation using WorldView-2 imagery and random forest regression algorithm. Int. J. Appl. Earth Obs. Geoinformation Onisimo Mutanga, Elhadi Adam, Moses Azong Cho
2012	J	`jnl`	Potential utility of the spectral red-edge region of SumbandilaSat imagery for assessing indigenous forest structure and health. Int. J. Appl. Earth Obs. Geoinformation Moses Azong Cho, Pravesh Debba, Onisimo Mutanga, Nontembeko Dudeni-Tlhone, Thandulwazi Magadla, Sibusisiwe A. Khuluse
2010	J	`jnl`	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 Riyad Ismail, Onisimo Mutanga
2010	J	`jnl`	Modeling the Potential Distribution of Pine Forests Susceptible to Trans. GIS Riyad Ismail, Onisimo Mutanga, Lalit Kumar
2010	J	`jnl`	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 Z. Oumar, Onisimo Mutanga
2009	—	`conf`	Field Spectrometry of Papyrus Vegetation (Cyperus papyrus L.) in Swamp Wetlands of St Lucia, South Africa. IGARSS (4) Elhadi Adam, Onisimo Mutanga, Denis Rugege, Riyad Ismail
2009	J	`jnl`	Towards a framework for measuring end to end performance of land administration business processes - A case study. Comput. Environ. Urban Syst. Dorman Chimhamhiwa, Paul van der Molen, Onisimo Mutanga, Denis Rugege
2006	J	`jnl`	The utility of satellite fire product accuracy Information-perspectives and recommendations from the Southern Africa fire network. IEEE Trans. Geosci. Remote. Sens. 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, K. L. Mhwandangara, Belda Mosepele, Onisimo Mutanga, Gosiame Neo-Mahupeleng, Mario Norman, S. Virgilo