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)

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)

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)

Discriminating the occurrence of pitch canker infection in Pinus radiata forests using high spatial resolution QuickBird data and artificial neural networks. - Nitesh K. Poona; Riyad Ismail (IGARSS, 2012)

Reducing hyperspectral data dimensionality using random forest based wrappers. - Nitesh K. Poona; Riyad Ismail (IGARSS, 2013)

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)

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)

Mapping Bugweed (Solanum mauritianum) Infestations in Pinus patula Plantations Using Hyperspectral Imagery and Support Vector Machines. - Jonathan Tom Atkinson; Riyad Ismail; Mark Robertson (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)

Using Boruta-Selected Spectroscopic Wavebands for the Asymptomatic Detection of Fusarium Circinatum Stress. - Nitesh K. Poona; Riyad Ismail (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

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)

Investigating the Utility of Oblique Tree-Based Ensembles for the Classification of Hyperspectral Data. - Nitesh K. Poona; Adriaan Van Niekerk; Riyad Ismail (Sensors, 2016)

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)

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)

Using Sentinel-2 Multispectral Images to Map the Occurrence of the Cossid Moth (Coryphodema tristis) in Eucalyptus Nitens Plantations of Mpumalanga, South Africa. - Samuel Takudzwa Kumbula; Paramu Mafongoya; Kabir Yunus Peerbhay; Romano Trent Lottering; Riyad Ismail (Remote. Sens., 2019)