Yashon O. Ouma

According to our database, Yashon O. Ouma authored at least 10 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2024

Prediction of Turbidity and TDS in Dam Reservoir from Multispectral UAV-Drone and Sentinel-2 Image Sensors Using Machine Learning Models.

Yashon O. Ouma, Phillimon Odirile, Boipuso Nkwae, Ditiro Moalafhi, George Anderson, Bhagabat P. Parida, Jiaguo Qi

Proceedings of the 10th International Conference on Geographical Information Systems Theory, 2024

2023

Flood Susceptibility Mapping Using Image-Based 2D-CNN Deep Learning: Overview and Case Study Application Using Multiparametric Spatial Data in Data-Scarce Urban Environments.

Yashon O. Ouma, Lawrence Omai

Int. J. Intell. Syst., 2023

2022

Soil Erosion Susceptibility Prediction in Railway Corridors Using RUSLE, Soil Degradation Index and the New Normalized Difference Railway Erosivity Index (NDReLI).

Yashon O. Ouma, Lone Lottering, Ryutaro Tateishi

Remote. Sens., 2022

2020

Modelling Reservoir Chlorophyll-a, TSS, and Turbidity Using Sentinel-2A MSI and Landsat-8 OLI Satellite Sensors with Empirical Multivariate Regression.

Yashon O. Ouma, Kimutai Noor, Kipkemoi Herbert

J. Sensors, 2020

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.

Yashon O. Ouma, Clinton O. Okuku, Evalyne N. Njau

Complex., 2020

2018

Estimation of Reservoir Bio-Optical Water Quality Parameters Using Smartphone Sensor Apps and Landsat ETM+: Review and Comparative Experimental Results.

Yashon O. Ouma, J. Waga, M. Okech, O. Lavisa, D. Mbuthia

J. Sensors, 2018

2016

Wavelet-morphology based detection of incipient linear cracks in asphalt pavements from RGB camera imagery and classification using circular Radon transform.

Yashon O. Ouma, Michael Hahn

Adv. Eng. Informatics, 2016

2011

Towards long-multitemporal change detection using SVI differencing by integrated DWT-ISOCLUS: a model for forest temporal dynamics mapping.

Yashon O. Ouma, Ryutaro Tateishi

Int. J. Digit. Earth, 2011

MCDA-GIS integrated approach for optimized landfill site selection for growing urban regions: an application of neighborhood-proximity analysis.

Yashon O. Ouma, Emmanuel C. Kipkorir, Ryutaro Tateishi

Ann. GIS, 2011

2008

Multiscale remote sensing data segmentation and post-segmentation change detection based on logical modeling: Theoretical exposition and experimental results for forestland cover change analysis.

Yashon O. Ouma, S. S. Josaphat, Ryutaro Tateishi

Comput. Geosci., 2008