Yashon O. Ouma

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 7

Top Topics

Linear Regression Model

Machine Learning Models

Top Venues

Int. J. Intell. Syst.

Adv. Eng. Informatics

Publications

Yashon O. Ouma, Phillimon Odirile, Boipuso Nkwae, Ditiro Moalafhi, George Anderson, Bhagabat P. Parida, Jiaguo Qi
Prediction of Turbidity and TDS in Dam Reservoir from Multispectral UAV-Drone and Sentinel-2 Image Sensors Using Machine Learning Models. GISTAM (2024)
Yashon O. Ouma, Lawrence Omai
Flood Susceptibility Mapping Using Image-Based 2D-CNN Deep Learning: Overview and Case Study Application Using Multiparametric Spatial Data in Data-Scarce Urban Environments. Int. J. Intell. Syst. 2023 (2023)
Yashon O. Ouma, Lone Lottering, Ryutaro Tateishi
Soil Erosion Susceptibility Prediction in Railway Corridors Using RUSLE, Soil Degradation Index and the New Normalized Difference Railway Erosivity Index (NDReLI). Remote. Sens. 14 (2) (2022)
Yashon O. Ouma, Kimutai Noor, Kipkemoi Herbert
Modelling Reservoir Chlorophyll-a, TSS, and Turbidity Using Sentinel-2A MSI and Landsat-8 OLI Satellite Sensors with Empirical Multivariate Regression. J. Sensors 2020 (2020)
Yashon O. Ouma, Clinton O. Okuku, Evalyne N. Njau
Use of Artificial Neural Networks and Multiple Linear Regression Model for the Prediction of Dissolved Oxygen in Rivers: Case Study of Hydrographic Basin of River Nyando, Kenya. Complex. 2020 (2020)
Yashon O. Ouma, J. Waga, M. Okech, O. Lavisa, D. Mbuthia
Estimation of Reservoir Bio-Optical Water Quality Parameters Using Smartphone Sensor Apps and Landsat ETM+: Review and Comparative Experimental Results. J. Sensors 2018 (2018)
Yashon O. Ouma, Michael Hahn
Wavelet-morphology based detection of incipient linear cracks in asphalt pavements from RGB camera imagery and classification using circular Radon transform. Adv. Eng. Informatics 30 (3) (2016)
Yashon O. Ouma, Ryutaro Tateishi
Towards long-multitemporal change detection using SVI differencing by integrated DWT-ISOCLUS: a model for forest temporal dynamics mapping. Int. J. Digit. Earth 4 (2) (2011)
Yashon O. Ouma, Emmanuel C. Kipkorir, Ryutaro Tateishi
MCDA-GIS integrated approach for optimized landfill site selection for growing urban regions: an application of neighborhood-proximity analysis. Ann. GIS 17 (1) (2011)
Yashon O. Ouma, S. S. Josaphat, Ryutaro Tateishi
Multiscale remote sensing data segmentation and post-segmentation change detection based on logical modeling: Theoretical exposition and experimental results for forestland cover change analysis. Comput. Geosci. 34 (7) (2008)