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Onisimo Mutanga
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2020 – today
- 2024
- [j62]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: 102472 (2024) - [j61]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: 100609 (2024) - 2023
- [j60]Tsikai Solomon Chinembiri, Onisimo Mutanga, Timothy Dube:
Hierarchical Bayesian geostatistics for C stock prediction in disturbed plantation forest in Zimbabwe. Ecol. Informatics 73: 101934 (2023) - [j59]Siphiwokuhle Buthelezi, Onisimo Mutanga
, Mbulisi Sibanda
, John Odindi, Alistair Clulow
, Vimbayi Grace Petrova 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): 1597 (2023) - [j58]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): 1649 (2023) - [j57]Tsitsi Bangira
, Onisimo Mutanga
, Mbulisi Sibanda
, Timothy Dube, Tafadzwanashe Mabhaudhi
:
Remote Sensing Grassland Productivity Attributes: A Systematic Review. Remote. Sens. 15(8): 2043 (2023) - [j56]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): 4117 (2023) - [j55]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): 5461 (2023) - 2022
- [j54]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: 101651 (2022) - [j53]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): 1687 (2022) - [j52]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): 2060 (2022) - [j51]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): 4247 (2022) - [j50]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): 5130 (2022) - [j49]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): 5676 (2022) - 2021
- [j48]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: 102389 (2021) - [j47]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: 106128 (2021) - [j46]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): 2060 (2021) - [j45]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): 2467 (2021) - [j44]Helen S. Ndlovu, John Odindi
, Mbulisi Sibanda
, Onisimo Mutanga
, Alistair Clulow, Vimbayi Grace Petrova 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): 4091 (2021) - [j43]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): 4281 (2021) - [j42]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: 7714-7723 (2021) - 2020
- [j41]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: 102057 (2020) - [j40]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): 2445 (2020) - [j39]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: 3644-3655 (2020)
2010 – 2019
- 2019
- [j38]Sizwe Thamsanqa Hlatshwayo, Onisimo Mutanga
, Romano Trent 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: 65-77 (2019) - [j37]Onisimo Mutanga
, Lalit Kumar
:
Google Earth Engine Applications. Remote. Sens. 11(5): 591 (2019) - [j36]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): 1892 (2019) - 2018
- [j35]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: 106-115 (2018) - [j34]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: 51-60 (2018) - [j33]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): 505 (2018) - [j32]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): 564 (2018) - [j31]Lalit Kumar
, Onisimo Mutanga
:
Google Earth Engine Applications Since Inception: Usage, Trends, and Potential. Remote. Sens. 10(10): 1509 (2018) - [c5]Terence Darlington Mushore, John Odindi
, Onisimo Mutanga
, Timothy Dube:
Predicting Urban Growth and Implication on Urban Thermal Characteristics in Harare, Zimbabwe. IGARSS 2018: 846-849 - [c4]Abel Chemura, Onisimo Mutanga
, John Odindi
:
Modelling Leaf Chlorophyll Content in Coffee (Coffea Arabica) Plantations Using Sentinel 2 Msi Data. IGARSS 2018: 8228-8231 - [c3]Onisimo Mutanga
, Cletah Shoko
:
Monitoring the Spatio-Temporal Variations of C3/C4 Grass Species Using Multispectral Satellite Data. IGARSS 2018: 8988-8991 - 2017
- [j30]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: 1-13 (2017) - [j29]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: 93-103 (2017) - [j28]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: 65-73 (2017) - [j27]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: 47-55 (2017) - [j26]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: 21-33 (2017) - [j25]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): 66 (2017) - [j24]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): 55 (2017) - [j23]Lalit Kumar
, Onisimo Mutanga
:
Remote Sensing of Above-Ground Biomass. Remote. Sens. 9(9): 935 (2017) - [j22]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): 5541-5550 (2017) - 2016
- [j21]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): 324 (2016) - [j20]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): 3957-3969 (2016) - [c2]Kabir Peerbhay
, Onisimo Mutanga
, Romano Trent Lottering
, Riyad Ismail
:
Unsupervised anomaly weed detection in riparian forest areas using hyperspectral data and LiDAR. WHISPERS 2016: 1-5 - 2015
- [j19]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: 178-187 (2015) - [j18]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): 3107-3122 (2015) - [j17]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): 3161-3171 (2015) - [j16]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): 4825-4840 (2015) - 2014
- [j15]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): 15348-15370 (2014) - [j14]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): 177-186 (2014) - [j13]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): 307-316 (2014) - [j12]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): 4385-4392 (2014) - 2013
- [j11]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: 113-121 (2013) - [j10]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: 513-524 (2013) - [j9]Clement Adjorlolo, Onisimo Mutanga
, Moses Azong Cho
, Riyad Ismail
:
Spectral resampling based on user-defined inter-band correlation filter: C3 and C4 grass species classification. Int. J. Appl. Earth Obs. Geoinformation 21: 535-544 (2013) - [j8]Elhadi Adam, Onisimo Mutanga
, Riyad Ismail
:
Determining the susceptibility of Eucalyptus nitens forests to Coryphodema tristis (cossid moth) occurrence in Mpumalanga, South Africa. Int. J. Geogr. Inf. Sci. 27(10): 1924-1938 (2013) - 2012
- [j7]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: 85-93 (2012) - [j6]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: 399-406 (2012) - 2010
- [j5]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): 158-164 (2010) - [j4]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): S45-S51 (2010) - [j3]Riyad Ismail
, Onisimo Mutanga
, Lalit Kumar
:
Modeling the Potential Distribution of Pine Forests Susceptible to Sirex Noctilio Infestations in Mpumalanga, South Africa. Trans. GIS 14(5): 709-726 (2010)
2000 – 2009
- 2009
- [j2]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): 293-301 (2009) - [c1]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: 260-263 - 2006
- [j1]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): 1928-1930 (2006)
Coauthor Index
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