Onisimo Mutanga

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 49

Top Topics

High Spatial Resolution

Top Venues

Int. J. Appl. Earth Obs. Geoinformation

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

David Masereti Makori, Elfatih M. Abdel-Rahman, John Odindi, Onisimo Mutanga, Tobias Landmann, Henri E. Z. Tonnang
Multi-pronged abundance prediction of bee pests' spatial proliferation in Kenya. Int. J. Appl. Earth Obs. Geoinformation 128 (2024)
Collins Matiza, Onisimo Mutanga, John Odindi, Mthembeni Mngadi
The utility of Planetscope spectral data in quantifying above-ground carbon stock in an urban reforested landscape. Ecol. Informatics 80 (2024)
Kudzai Shaun Mpakairi, Timothy Dube, Mbulisi Sibanda, Onisimo Mutanga
Remote sensing crop water productivity and water use for sustainable agriculture during extreme weather events in South Africa. Int. J. Appl. Earth Obs. Geoinformation 129 (2024)
Komi Mensah Agboka, John Odindi, Elfatih M. Abdel-Rahman, Onisimo Mutanga, Henri E. Z. Tonnang
A visual and spatial tool for tracking, mapping and forecasting the dispersal of biological control agents. Softw. Impacts 19 (2024)
Tsikai Solomon Chinembiri, Onisimo Mutanga, Timothy Dube
Carbon Stock Prediction in Managed Forest Ecosystems Using Bayesian and Frequentist Geostatistical Techniques and New Generation Remote Sensing Metrics. Remote. Sens. 15 (6) (2023)
Tsitsi Bangira, Onisimo Mutanga, Mbulisi Sibanda, Timothy Dube, Tafadzwanashe Mabhaudhi
Remote Sensing Grassland Productivity Attributes: A Systematic Review. Remote. Sens. 15 (8) (2023)
Tsikai Solomon Chinembiri, Onisimo Mutanga, Timothy Dube
Hierarchical Bayesian geostatistics for C stock prediction in disturbed plantation forest in Zimbabwe. Ecol. Informatics 73 (2023)
Terence Darlington Mushore, John Odindi, Rob Slotow, Onisimo Mutanga
Remote Sensing-Based Outdoor Thermal Comfort Assessment in Local Climate Zones in the Rural-Urban Continuum of eThekwini Municipality, South Africa. Remote. Sens. 15 (23) (2023)
Nontembeko Dudeni-Tlhone, Onisimo Mutanga, Pravesh Debba, Moses Azong Cho
Distinguishing Tree Species from In Situ Hyperspectral and Temporal Measurements through Ensemble Statistical Learning. Remote. Sens. 15 (17) (2023)
Siphiwokuhle Buthelezi, Onisimo Mutanga, Mbulisi Sibanda, John Odindi, Alistair Clulow, Vimbayi G. P. Chimonyo, Tafadzwanashe Mabhaudhi
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. 15 (6) (2023)
Terence Darlington Mushore, John Odindi, Onisimo Mutanga
"Cool" Roofs as a Heat-Mitigation Measure in Urban Heat Islands: A Comparative Analysis Using Sentinel 2 and Landsat Data. Remote. Sens. 14 (17) (2022)
Lwando Royimani, Onisimo Mutanga, John Odindi, Mbulisi Sibanda, Sindiso Chamane
Determining the onset of autumn grass senescence in subtropical sour-veld grasslands using remote sensing proxies and the breakpoint approach. Ecol. Informatics 69 (2022)
Tsikai Solomon Chinembiri, Onisimo Mutanga, Timothy Dube
Landsat-8 and Sentinel-2 Based Prediction of Forest Plantation C Stock Using Spatially Varying Coefficient Bayesian Hierarchical Models. Remote. Sens. 14 (22) (2022)
Terence Darlington Mushore, Onisimo Mutanga, John Odindi
Determining the Influence of Long Term Urban Growth on Surface Urban Heat Islands Using Local Climate Zones and Intensity Analysis Techniques. Remote. Sens. 14 (9) (2022)
Dadirai Matarira, Onisimo Mutanga, Maheshvari Naidu
Google Earth Engine for Informal Settlement Mapping: A Random Forest Classification Using Spectral and Textural Information. Remote. Sens. 14 (20) (2022)
Zolo Kiala, John Odindi, Onisimo Mutanga
Determining the Capability of the Tree-Based Pipeline Optimization Tool (TPOT) in Mapping Parthenium Weed Using Multi-Date Sentinel-2 Image Data. Remote. Sens. 14 (7) (2022)
Sabelo Madonsela, Moses Azong Cho, Abel Ramoelo, Onisimo Mutanga
Investigating the Relationship between Tree Species Diversity and Landsat-8 Spectral Heterogeneity across Multiple Phenological Stages. Remote. Sens. 13 (13) (2021)
Omosalewa Odebiri, John Odindi, Onisimo Mutanga
Basic and deep learning models in remote sensing of soil organic carbon estimation: A brief review. Int. J. Appl. Earth Obs. Geoinformation 102 (2021)
Lwando Royimani, Onisimo Mutanga, Timothy Dube
Progress in Remote Sensing of Grass Senescence: A Review on the Challenges and Opportunities. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Walter Chivasa, Onisimo Mutanga, Juan Burgueño
UAV-based high-throughput phenotyping to increase prediction and selection accuracy in maize varieties under artificial MSV inoculation. Comput. Electron. Agric. 184 (2021)
Helen S. Ndlovu, John Odindi, Mbulisi Sibanda, Onisimo Mutanga, Alistair Clulow, Vimbayi G. P. Chimonyo, Tafadzwanashe Mabhaudhi
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. 13 (20) (2021)
Mthembeni Mngadi, John Odindi, Onisimo Mutanga
The Utility of Sentinel-2 Spectral Data in Quantifying Above-Ground Carbon Stock in an Urban Reforested Landscape. Remote. Sens. 13 (21) (2021)
Trylee Nyasha Matongera, Onisimo Mutanga, Mbulisi Sibanda, John Odindi
Estimating and Monitoring Land Surface Phenology in Rangelands: A Review of Progress and Challenges. Remote. Sens. 13 (11) (2021)
Walter Chivasa, Onisimo Mutanga, Chandrashekhar M. Biradar
UAV-Based Multispectral Phenotyping for Disease Resistance to Accelerate Crop Improvement under Changing Climate Conditions. Remote. Sens. 12 (15) (2020)
Zolo Kiala, Onisimo Mutanga, John Odindi, Serestina Viriri, Mbulisi Sibanda
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. 13 (2020)
Pedzisai Kowe, Onisimo Mutanga, John Odindi, Timothy Dube
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 88 (2020)
Onisimo Mutanga, Lalit Kumar
Google Earth Engine Applications. Remote. Sens. 11 (5) (2019)
Sizwe Thamsanqa Hlatshwayo, Onisimo Mutanga, Romano T. Lottering, Zolo Kiala, Riyad Ismail
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 74 (2019)
Zolo Kiala, Onisimo Mutanga, John Odindi, Kabir Peerbhay
Feature Selection on Sentinel-2 Multispectral Imagery for Mapping a Landscape Infested by Parthenium Weed. Remote. Sens. 11 (16) (2019)
Abel Chemura, Onisimo Mutanga, John Odindi
Modelling Leaf Chlorophyll Content in Coffee (Coffea Arabica) Plantations Using Sentinel 2 Msi Data. IGARSS (2018)
Terence Mushore, John Odindi, Onisimo Mutanga, Timothy Dube
Predicting Urban Growth and Implication on Urban Thermal Characteristics in Harare, Zimbabwe. IGARSS (2018)
Cletah Shoko, Onisimo Mutanga, Timothy Dube, Rob Slotow
Transferability of species distribution models for the detection of an invasive alien bryophyte using imaging spectroscopy data. Int. J. Appl. Earth Obs. Geoinformation 68 (2018)
Godfrey Mutowo, Onisimo Mutanga, Mhosisi Masocha
Evaluating the Applications of the Near-Infrared Region in Mapping Foliar N in the Miombo Woodlands. Remote. Sens. 10 (4) (2018)
Sabelo Madonsela, Moses Azong Cho, Abel Ramoelo, Onisimo Mutanga, Laven Naidoo
Estimating tree species diversity in the savannah using NDVI and woody canopy cover. Int. J. Appl. Earth Obs. Geoinformation 66 (2018)
Onisimo Mutanga, Cletah Shoko
Monitoring the Spatio-Temporal Variations of C3/C4 Grass Species Using Multispectral Satellite Data. IGARSS (2018)
Lalit Kumar, Onisimo Mutanga
Google Earth Engine Applications Since Inception: Usage, Trends, and Potential. Remote. Sens. 10 (10) (2018)
Cletah Shoko, Onisimo Mutanga, Timothy Dube
Determining Optimal New Generation Satellite Derived Metrics for Accurate C3 and C4 Grass Species Aboveground Biomass Estimation in South Africa. Remote. Sens. 10 (4) (2018)
Mbulisi Sibanda, Onisimo Mutanga, Mathieu Rouget, Lalit Kumar
Estimating Biomass of Native Grass Grown under Complex Management Treatments Using WorldView-3 Spectral Derivatives. Remote. Sens. 9 (1) (2017)
Sabelo Madonsela, Moses Azong Cho, Renaud Mathieu, Onisimo Mutanga, Abel Ramoelo, Zaneta Kaszta, Ruben Van De Kerchove, Eléonore Wolff
Multi-phenology WorldView-2 imagery improves remote sensing of savannah tree species. Int. J. Appl. Earth Obs. Geoinformation 58 (2017)
Lalit Kumar, Onisimo Mutanga
Remote Sensing of Above-Ground Biomass. Remote. Sens. 9 (9) (2017)
Abel Chemura, Onisimo Mutanga, John Odindi
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. 10 (12) (2017)
Elfatih M. Abdel-Rahman, Onisimo Mutanga, John Odindi, Elhadi Adam, Alfred Odindo, Riyad Ismail
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. 132 (2017)
Cletah Shoko, Onisimo Mutanga
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 62 (2017)
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
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. 6 (3) (2017)
Trylee Nyasha Matongera, Onisimo Mutanga, Timothy Dube, Mbulisi Sibanda
Detection and mapping the spatial distribution of bracken fern weeds using the Landsat 8 OLI new generation sensor. Int. J. Appl. Earth Obs. Geoinformation 57 (2017)
Abel Chemura, Onisimo Mutanga, Timothy Dube
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 57 (2017)
Galal Omer, Onisimo Mutanga, Elfatih M. Abdel-Rahman, Elhadi Adam
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. 8 (4) (2016)
Mbulisi Sibanda, Onisimo Mutanga, Mathieu Rouget
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. 9 (9) (2016)
Kabir Peerbhay, Onisimo Mutanga, Romano T. Lottering, Riyad Ismail
Unsupervised anomaly weed detection in riparian forest areas using hyperspectral data and LiDAR. WHISPERS (2016)
Onisimo Mutanga, Elhadi Adam, Clement Adjorlolo, Elfatih M. Abdel-Rahman
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 34 (2015)
Galal Omer, Onisimo Mutanga, Elfatih M. Abdel-Rahman, Elhadi Adam
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. 8 (10) (2015)
Heidi van Deventer, Moses Azong Cho, Onisimo Mutanga, Laven Naidoo, Nontembeko Dudeni-Tlhone
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. 8 (6) (2015)
Kabir Peerbhay, Onisimo Mutanga, Riyad Ismail
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. 8 (6) (2015)
Timothy Dube, Onisimo Mutanga, Elhadi Adam, Riyad Ismail
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 14 (8) (2014)
Kabir Peerbhay, Onisimo Mutanga, Riyad Ismail
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. 7 (1) (2014)
Clement Adjorlolo, Onisimo Mutanga, Moses Azong Cho
Estimation of Canopy Nitrogen Concentration Across C3 and C4 Grasslands Using WorldView-2 Multispectral Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (11) (2014)
Adewale Samuel Adelabu, Onisimo Mutanga, Elhadi Adam, Reuben Sebego
Spectral Discrimination of Insect Defoliation Levels in Mopane Woodland Using Hyperspectral Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (1) (2014)
Elhadi Adam, Onisimo Mutanga, Riyad Ismail
(cossid moth) occurrence in Mpumalanga, South Africa. Int. J. Geogr. Inf. Sci. 27 (10) (2013)
Z. Oumar, Onisimo Mutanga, Riyad Ismail
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 21 (2013)
Clement Adjorlolo, Onisimo Mutanga, Moses Azong Cho, Riyad Ismail
grass species classification. Int. J. Appl. Earth Obs. Geoinformation 21 (2013)
Fadzai M. Zengeya, Onisimo Mutanga, Amon Murwira
Linking remotely sensed forage quality estimates from WorldView-2 multispectral data with cattle distribution in a savanna landscape. Int. J. Appl. Earth Obs. Geoinformation 21 (2013)
Moses Azong Cho, Pravesh Debba, Onisimo Mutanga, Nontembeko Dudeni-Tlhone, Thandulwazi Magadla, Sibusisiwe A. Khuluse
Potential utility of the spectral red-edge region of SumbandilaSat imagery for assessing indigenous forest structure and health. Int. J. Appl. Earth Obs. Geoinformation 16 (2012)
Onisimo Mutanga, Elhadi Adam, Moses Azong Cho
High density biomass estimation for wetland vegetation using WorldView-2 imagery and random forest regression algorithm. Int. J. Appl. Earth Obs. Geoinformation 18 (2012)
Riyad Ismail, Onisimo Mutanga
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 12 (Supplement-1) (2010)
Riyad Ismail, Onisimo Mutanga, Lalit Kumar
Infestations in Mpumalanga, South Africa. Trans. GIS 14 (5) (2010)
Z. Oumar, Onisimo Mutanga
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 12 (3) (2010)
Elhadi Adam, Onisimo Mutanga, Denis Rugege, Riyad Ismail
Field Spectrometry of Papyrus Vegetation (Cyperus papyrus L.) in Swamp Wetlands of St Lucia, South Africa. IGARSS (4) (2009)
Dorman Chimhamhiwa, Paul van der Molen, Onisimo Mutanga, Denis Rugege
Towards a framework for measuring end to end performance of land administration business processes - A case study. Comput. Environ. Urban Syst. 33 (4) (2009)
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
The utility of satellite fire product accuracy Information-perspectives and recommendations from the Southern Africa fire network. IEEE Trans. Geosci. Remote. Sens. 44 (7-1) (2006)