ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Download
Publications Copernicus
Download
Citation
Articles | Volume V-4-2022
https://doi.org/10.5194/isprs-annals-V-4-2022-145-2022
https://doi.org/10.5194/isprs-annals-V-4-2022-145-2022
18 May 2022
 | 18 May 2022

DEVELOPING SPATIAL DECISION SUPPORT SYSTEM TO ASSESS TRAFFIC CONGESTION IN THE CITY OF JOHANNESBURG

A. K. Adeleke and R. M. Gebashe

Related authors

Comparison of machine learning and statistical approaches for Digital Elevation Model (DEM) correction: interim results
Chukwuma Okolie, Adedayo Adeleke, Julian Smit, Jon Mills, Iyke Maduako, and Caleb Ogbeta
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-2024, 315–320, https://doi.org/10.5194/isprs-archives-XLVIII-2-2024-315-2024,https://doi.org/10.5194/isprs-archives-XLVIII-2-2024-315-2024, 2024
Performance analysis of Bayesian optimised gradient-boosted decision trees for digital elevation model (DEM) error correction: interim results
Chukwuma Okolie, Adedayo Adeleke, Julian Smit, Jon Mills, Caleb Ogbeta, and Iyke Maduako
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-2-2024, 179–183, https://doi.org/10.5194/isprs-annals-X-2-2024-179-2024,https://doi.org/10.5194/isprs-annals-X-2-2024-179-2024, 2024
DIGITAL ELEVATION MODEL CORRECTION IN URBAN AREAS USING EXTREME GRADIENT BOOSTING, LAND COVER AND TERRAIN PARAMETERS
C. Okolie, J. Mills, A. Adeleke, and J. Smit
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W9-2024, 275–282, https://doi.org/10.5194/isprs-archives-XLVIII-4-W9-2024-275-2024,https://doi.org/10.5194/isprs-archives-XLVIII-4-W9-2024-275-2024, 2024
THE EXPLAINABILITY OF GRADIENT-BOOSTED DECISION TREES FOR DIGITAL ELEVATION MODEL (DEM) ERROR PREDICTION
C. Okolie, J. Mills, A. Adeleke, J. Smit, and I. Maduako
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-3-2023, 161–168, https://doi.org/10.5194/isprs-archives-XLVIII-M-3-2023-161-2023,https://doi.org/10.5194/isprs-archives-XLVIII-M-3-2023-161-2023, 2023
Enhancing the vertical accuracy of Copernicus digital elevation model using tree-based machine learning models
Chukwuma Okolie, Jon Mills, Adedayo Adeleke, and Julian Smit
Abstr. Int. Cartogr. Assoc., 6, 193, https://doi.org/10.5194/ica-abs-6-193-2023,https://doi.org/10.5194/ica-abs-6-193-2023, 2023