Yashon O. Ouma

11 papers Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2024 — conf
Prediction of Turbidity and TDS in Dam Reservoir from Multispectral UAV-Drone and Sentinel-2 Image Sensors Using Machine Learning Models.
GISTAM
Yashon O. Ouma, Phillimon Odirile, Boipuso Nkwae, Ditiro Moalafhi, George Anderson, Bhagabat P. Parida, Jiaguo Qi
2023 J jnl
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.
Yashon O. Ouma, Lawrence Omai
2022 J jnl
Rainfall and runoff time-series trend analysis using LSTM recurrent neural network and wavelet neural network with satellite-based meteorological data: case study of Nzoia hydrologic basin.
Complex Intell. Syst.
Yashon O. Ouma, Rodrick Cheruyot, Alice N. Wachera
2022 J jnl
Soil Erosion Susceptibility Prediction in Railway Corridors Using RUSLE, Soil Degradation Index and the New Normalized Difference Railway Erosivity Index (NDReLI).
Remote. Sens.
Yashon O. Ouma, Lone Lottering, Ryutaro Tateishi
2020 J jnl
Modelling Reservoir Chlorophyll-a, TSS, and Turbidity Using Sentinel-2A MSI and Landsat-8 OLI Satellite Sensors with Empirical Multivariate Regression.
J. Sensors
Yashon O. Ouma, Kimutai Noor, Kipkemoi Herbert
2020 J jnl
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.
Yashon O. Ouma, Clinton O. Okuku, Evalyne N. Njau
2018 J jnl
Estimation of Reservoir Bio-Optical Water Quality Parameters Using Smartphone Sensor Apps and Landsat ETM+: Review and Comparative Experimental Results.
J. Sensors
Yashon O. Ouma, J. Waga, M. Okech, O. Lavisa, D. Mbuthia
2016 J jnl
Wavelet-morphology based detection of incipient linear cracks in asphalt pavements from RGB camera imagery and classification using circular Radon transform.
Adv. Eng. Informatics
Yashon O. Ouma, Michael Hahn
2011 J jnl
MCDA-GIS integrated approach for optimized landfill site selection for growing urban regions: an application of neighborhood-proximity analysis.
Ann. GIS
Yashon O. Ouma, Emmanuel C. Kipkorir, Ryutaro Tateishi
2011 J jnl
Towards long-multitemporal change detection using SVI differencing by integrated DWT-ISOCLUS: a model for forest temporal dynamics mapping.
Int. J. Digit. Earth
Yashon O. Ouma, Ryutaro Tateishi
2008 J jnl
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.
Yashon O. Ouma, S. S. Josaphat, Ryutaro Tateishi