Riyad Ismail

Publication Activity (10 Years)

Years Active: 2009-2019
Publications (10 Years): 5

Top Topics

Unsupervised Classification

Spatial Resolution

Top Venues

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

Int. J. Appl. Earth Obs. Geoinformation

Publications

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)
Samuel Takudzwa Kumbula, Paramu Mafongoya, Kabir Yunus Peerbhay, Romano Trent Lottering, Riyad Ismail
Plantations of Mpumalanga, South Africa. Remote. Sens. 11 (3) (2019)
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)
Kabir Peerbhay, Onisimo Mutanga, Romano T. Lottering, Riyad Ismail
Unsupervised anomaly weed detection in riparian forest areas using hyperspectral data and LiDAR. WHISPERS (2016)
Nitesh K. Poona, Adriaan Van Niekerk, Riyad Ismail
Investigating the Utility of Oblique Tree-Based Ensembles for the Classification of Hyperspectral Data. Sensors 16 (11) (2016)
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)
Nitesh K. Poona, Riyad Ismail
Using Boruta-Selected Spectroscopic Wavebands for the Asymptomatic Detection of Fusarium Circinatum Stress. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (9) (2014)
Jonathan Tom Atkinson, Riyad Ismail, Mark Robertson
Mapping Bugweed (Solanum mauritianum) Infestations in Pinus patula Plantations Using Hyperspectral Imagery and Support Vector Machines. 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)
Nitesh K. Poona, Riyad Ismail
Reducing hyperspectral data dimensionality using random forest based wrappers. IGARSS (2013)
Clement Adjorlolo, Onisimo Mutanga, Moses Azong Cho, Riyad Ismail
grass species classification. Int. J. Appl. Earth Obs. Geoinformation 21 (2013)
Nitesh K. Poona, Riyad Ismail
Discriminating the occurrence of pitch canker infection in Pinus radiata forests using high spatial resolution QuickBird data and artificial neural networks. IGARSS (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)
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)