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Dr Laven Naidoo
Dr 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
3332012
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
2842012
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
2312018
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
1812010
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
1332022
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
832015
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
792013
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
712018
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
632015
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
592019
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
492016
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
262016
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
192020
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
182019
Mapping savanna tree species using Carnegie Airborne Observatory hyperspectral data resampled to WorldView-2 multispectral configuration
MA Cho, L Naidoo, R Mathieu, GP Asner
Proc. 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
152014
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
122015
First validation of GEDI canopy heights in African savannas
X Li, K Wessels, J Armston, S Hancock, R Mathieu, R Main, L Naidoo, ...
Remote Sensing of Environment 285, 113402, 2023
112023
The effect of surface fire in savannah systems in the Kruger National Park (KNP), South Africa, on the backscatter of C-Band Sentinel-1 images
R Mathieu, R Main, DP Roy, L Naidoo, H Yang
Fire 2 (3), 37, 2019
92019
Establishing remote sensing toolkits for monitoring freshwater ecosystems under global change
H Van Deventer, L Naidoo, MA Cho, NM Job, A Linström, E Sieben, ...
Water Research Commission (WRC), Lynnwood Manor, Pretoria, RSA, 1-241, 2020
72020
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