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ORCIDYashon O. Ouma
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2020 – today
- 2024
[c1]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: 97-104- 2023
- [j9]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: 1-23 (2023) - 2022
- [j8]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): 348 (2022) - 2020
- [j7]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: 9570789:1-9570789:23 (2020) - [j6]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: 8858408:1-8858408:21 (2020)
2010 – 2019
- 2018
- [j5]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: 3490757:1-3490757:32 (2018) - 2016
- [j4]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): 481-499 (2016) - 2011
- [j3]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): 43-62 (2011) - [j2]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): 108-132 (2011)
2000 – 2009
- 2008
- [j1]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): 715-737 (2008)
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