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Laven Naidoo
Laven Naidoo
Senior Researcher at Gauteng City-Region Observatory (GCRO), Johannesburg
Verified email at gcro.ac.za - Homepage
Title
Cited by
Cited by
Year
Classification of savanna tree species, in the Greater Kruger National Park region, by integrating hyperspectral and LiDAR data in a Random Forest data mining environment
L Naidoo, MA Cho, R Mathieu, G Asner
ISPRS journal of Photogrammetry and Remote Sensing 69, 167-179, 2012
2962012
Mapping tree species composition in South African savannas using an integrated airborne spectral and LiDAR system
MA Cho, R Mathieu, GP Asner, L Naidoo, JAN Van Aardt, A Ramoelo, ...
Remote Sensing of Environment 125, 214-226, 2012
2492012
Improving discrimination of savanna tree species through a multiple-endmember spectral angle mapper approach: Canopy-level analysis
MA Cho, P Debba, R Mathieu, L Naidoo, JAN Van Aardt, GP Asner
IEEE Transactions on Geoscience and Remote Sensing 48 (11), 4133-4142, 2010
1682010
An above-ground biomass map of African savannahs and woodlands at 25 m resolution derived from ALOS PALSAR
A Bouvet, S Mermoz, T Le Toan, L Villard, R Mathieu, L Naidoo, GP Asner
Remote sensing of environment 206, 156-173, 2018
1512018
Toward structural assessment of semi-arid African savannahs and woodlands: The potential of multitemporal polarimetric RADARSAT-2 fine beam images
R Mathieu, L Naidoo, MA Cho, B Leblon, R Main, K Wessels, GP Asner, ...
Remote Sensing of Environment 138, 215-231, 2013
702013
Savannah woody structure modelling and mapping using multi-frequency (X-, C-and L-band) Synthetic Aperture Radar data
L Naidoo, R Mathieu, R Main, W Kleynhans, K Wessels, G Asner, ...
ISPRS Journal of Photogrammetry and Remote Sensing 105, 234-250, 2015
652015
Assessment of the mapping of fractional woody cover in southern African savannas using multi-temporal and polarimetric ALOS PALSAR L-band images
M Urbazaev, C Thiel, R Mathieu, L Naidoo, SR Levick, IPJ Smit, GP Asner, ...
Remote Sensing of Environment 166, 138-153, 2015
562015
Estimating tree species diversity in the savannah using NDVI and woody canopy cover
S Madonsela, MA Cho, A Ramoelo, O Mutanga, L Naidoo
International journal of applied earth observation and geoinformation 66 …, 2018
472018
Estimating above ground biomass as an indicator of carbon storage in vegetated wetlands of the grassland biome of South Africa
L Naidoo, H Van Deventer, A Ramoelo, R Mathieu, B Nondlazi, R Gangat
International Journal of Applied Earth Observation and Geoinformation 78 …, 2019
372019
L-band Synthetic Aperture Radar imagery performs better than optical datasets at retrieving woody fractional cover in deciduous, dry savannahs
L Naidoo, R Mathieu, R Main, K Wessels, GP Asner
International journal of applied earth observation and geoinformation 52, 54-64, 2016
372016
Hyper-temporal C-band SAR for baseline woody structural assessments in deciduous savannas
R Main, R Mathieu, W Kleynhans, K Wessels, L Naidoo, GP Asner
Remote Sensing 8 (8), 661, 2016
232016
Mapping savanna tree species using Carnegie Airborne Observatory hyperspectral data resampled to WorldView-2 multispectral configuration
MA Cho, L Naidoo, R Mathieu, GP Asner
34th International Symposium on Remote Sensing of Environment, Sydney …, 2011
162011
The assessment of data mining algorithms for modelling Savannah Woody cover using multi-frequency (X-, C-and L-band) synthetic aperture radar (SAR) datasets
L Naidoo, R Mathieu, R Main, W Kleynhans, K Wessels, GP Asner, ...
2014 IEEE Geoscience and Remote Sensing Symposium, 1049-1052, 2014
142014
Aboveground biomass density models for NASA’s Global Ecosystem Dynamics Investigation (GEDI) lidar mission
L Duncanson, JR Kellner, J Armston, R Dubayah, DM Minor, S Hancock, ...
Remote Sensing of Environment 270, 112845, 2022
112022
Mapping and monitoring fractional woody vegetation cover in the Arid Savannas of Namibia Using LiDAR training data, machine learning, and ALOS PALSAR data
K Wessels, R Mathieu, N Knox, R Main, L Naidoo, K Steenkamp
Remote Sensing 11 (22), 2633, 2019
102019
Reducing leaf-level hyperspectral data to 22 components of biochemical and biophysical bands optimizes tree species discrimination
H van Deventer, MA Cho, O Mutanga, L Naidoo, N Dudeni-Tlhone
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2015
102015
Estimating soil moisture using Sentinel-1 and Sentinel-2 sensors for dryland and palustrine wetland areas
R Gangat, H Van Deventer, L Naidoo, E Adam
South African Journal of Science 116 (7-8), 1-9, 2020
82020
A radar and LiDAR-based earth observation system for monitoring savanna woody structure in southern Africa
R Mathieu, K Wessels, R Main, L Naidoo, F Van der Bergh, B Erasmus
62018
Indirect estimation of structural parameters in South African forests using MISR-HR and LiDAR remote sensing data
P Mahlangu, R Mathieu, K Wessels, L Naidoo, M Verstraete, G Asner, ...
Remote Sensing 10 (10), 1537, 2018
52018
Spectral variability within species and its effects on savanna tree species discrimination
MA Cho, P Debba, R Mathieu, J Van Aardt, G Asner, L Naidoo, R Main, ...
2009 IEEE International Geoscience and Remote Sensing Symposium 2, II-190-II-193, 2009
52009
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