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Nitesh Poona
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Cited by
Year
Modelling water stress in a Shiraz vineyard using hyperspectral imaging and machine learning
K Loggenberg, A Strever, B Greyling, N Poona
Remote Sensing 10 (2), 202, 2018
1062018
Random forest (RF) wrappers for waveband selection and classification of hyperspectral data
NK Poona, A Van Niekerk, RL Nadel, R Ismail
Applied spectroscopy 70 (2), 322-333, 2016
562016
Investigating 2-D and 3-D proximal remote sensing techniques for vineyard yield estimation
C Hacking, N Poona, N Manzan, C Poblete-Echeverrķa
Sensors 19 (17), 3652, 2019
422019
A synthesizing land-cover classification method based on Google Earth engine: A case study in Nzhelele and Levhuvu Catchments, South Africa
H Zeng, B Wu, S Wang, W Musakwa, F Tian, ZE Mashimbye, N Poona, ...
Chinese Geographical Science 30, 397-409, 2020
392020
Discriminating the occurrence of pitch canker fungus in Pinus radiata trees using QuickBird imagery and artificial neural networks
NK Poona, R Ismail
Southern Forests: a Journal of Forest Science 75 (1), 29-40, 2013
352013
Using Boruta-Selected Spectroscopic Wavebands for the Asymptomatic Detection of Fusarium Circinatum Stress
NK Poona, R Ismail
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2014
342014
Investigating the utility of oblique tree-based ensembles for the classification of hyperspectral data
N Poona, A Van Niekerk, R Ismail
Sensors 16 (11), 1918, 2016
252016
Invasive alien plant species in South Africa: Impacts and management options
N Poona
Alternation 15 (1), 160-179, 2008
202008
Survey of community livelihoods and landscape change along the Nzhelele and Levuvhu river catchments in Limpopo Province, South Africa
W Musakwa, S Wang, F Wei, OL Malapane, MM Thomas, ...
Land 9 (3), 91, 2020
172020
Vineyard yield estimation using 2-D proximal sensing: A multitemporal approach
C Hacking, N Poona, C Poblete-Echeverrķa
International Viticulture and Enology Society, 2020
122020
Reducing hyperspectral data dimensionality using random forest based wrappers
NK Poona, R Ismail
Geoscience and Remote Sensing Symposium (IGARSS), 2013 IEEE International …, 2013
112013
Accuracy assessment of game-based crowdsourced land-use/land cover image classification
T Pistorius, N Poona
2014 IEEE Geoscience and Remote Sensing Symposium, 4780-4783, 2014
82014
Modelling forest canopy gaps using LiDAR-derived variables
L Lombard, R Ismail, N Poona
Geocarto international 34 (2), 179-193, 2019
72019
Discriminating the occurrence of pitch canker infection in Pinus radiata forests using high spatial resolution QuickBird data and artificial neural networks
NK Poona, R Ismail
2012 IEEE International Geoscience and remote sensing Symposium, 3371-3374, 2012
52012
An investigation into using different satellite remote sensors and techniques to identify, map, monitor and predict the spread and distribution of some of the major current and …
IZ Shezi, NK Poona
Submitted to: Invasive Alien Species Programme (DAEA), 2010
52010
Modelling forest species using Lidar-derived metrics of forest canopy gaps
L Lombard, R Ismail, NK Poona
South African Journal of Geomatics 9 (1), 31-43, 2020
32020
Developing optimized spectral indices using machine learning to model Fusarium circinatum stress in Pinus radiata seedlings
NK Poona, R Ismail
Journal of Applied Remote Sensing 13 (3), 034515-034515, 2019
32019
A feature selection approach for terrestrial hyperspectral image analysis
K Loggenberg, N Poona
South African Journal of Geomatics 9 (2), 302-320, 2020
22020
Discriminating the early stages of Fusarium circinatum infection of Pinus radiata seedlings using high spectral resolution data
NK Poona, R Ismail
African Association of Remote Sensing of the Environment (AARSE) 2012, 2012
22012
A remote sensing-machine learning framework for modelling forest health
NK Poona
Stellenbosch: Stellenbosch University, 2020
2020
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Articles 1–20