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Author

Yashon O. Ouma

Observed names: Ouma, Yashon, Y Ouma, Y. O. OUMA, Y. O. Ouma, Y. Ouma, Y.O. Ouma, Yashon Ombado Ouma, Yashon Ouma
ORCID: 0000-0003-1163-0385
Observed ORCID: 0000-0003-1163-0385
OpenAlex ID: A5009541916
Urban Flood Vulnerability and Risk Mapping Using Integrated Multi-Parametric AHP and GIS: Methodological Overview and Case Study Assessment
2014 · Yashon Ouma, Ryutaro Tateishi · Water · 779
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A water index for rapid mapping of shoreline changes of five East African Rift Valley lakes: an empirical analysis using Landsat TM and ETM+ data
2006 · Yashon O. Ouma, R. Tateishi · International Journal of Remote Sensing · 316
Pothole detection on asphalt pavements from 2D-colour pothole images using fuzzy c -means clustering and morphological reconstruction
2017 · Yashon O. Ouma, M. Hahn · Automation in Construction · 154
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
2021 · Yashon O. Ouma, Rodrick Cheruyot, et al. · Complex & Intelligent Systems · 131
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Wavelet-morphology based detection of incipient linear cracks in asphalt pavements from RGB camera imagery and classification using circular Radon transform
2016 · Yashon O. Ouma, Michael Hahn · Advanced Engineering Informatics · 109
Modelling Reservoir Chlorophyll-a, TSS, and Turbidity Using Sentinel-2A MSI and Landsat-8 OLI Satellite Sensors with Empirical Multivariate Regression
2020 · Yashon O. Ouma, Kimutai Noor, et al. · Journal of Sensors · 94
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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
2020 · Yashon O. Ouma, Clinton O. Okuku, et al. · Complexity · 87
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Analysis of co‐occurrence and discrete wavelet transform textures for differentiation of forest and non‐forest vegetation in very‐high‐resolution optical‐sensor imagery
2008 · Yashon O. Ouma, J. Tetuko, et al. · International Journal of Remote Sensing · 83
Urban land-use classification using machine learning classifiers: comparative evaluation and post-classification multi-feature fusion approach
2023 · Yashon O. Ouma, Amantle Keitsile, et al. · European Journal of Remote Sensing · 81
Physical dynamics of Lake Victoria over the past 34 years (1984–2018): Is the lake dying?
2018 · J.L. Awange, A. Saleem, et al. · The Science of The Total Environment · 80
Comparison of Fuzzy AHP and Fuzzy TOPSIS for Road Pavement Maintenance Prioritization: Methodological Exposition and Case Study
2015 · Yashon O. Ouma, J. Opudo, et al. · Advances in Civil Engineering · 74
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Comparison of Machine Learning Classifiers for Multitemporal and Multisensor Mapping of Urban Lulc Features
2022 · Y. Ouma, B. Nkwae, et al. · The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences · 66
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On the optimization and selection of wavelet texture for feature extraction from high‐resolution satellite imagery with application towards urban‐tree delineation
2006 · Yashon O. Ouma, T. G. Ngigi, et al. · International Journal of Remote Sensing · 57
Flood Susceptibility Mapping Using Image‐Based 2D‐CNN Deep Learning: Overview and Case Study Application Using Multiparametric Spatial Data in Data‐Scarce Urban Environments
2023 · Yashon O. Ouma, Lawrence Omai · International Journal of Intelligent Systems · 53
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Multitemporal comparative analysis of TRMM-3B42 satellite-estimated rainfall with surface gauge data at basin scales: daily, decadal and monthly evaluations
2012 · Yashon O. Ouma, Titus Owiti, et al. · International Journal of Remote Sensing · 51
Estimation of Reservoir Bio-Optical Water Quality Parameters Using Smartphone Sensor Apps and Landsat ETM+: Review and Comparative Experimental Results
2018 · Yashon O. Ouma, J. Waga, et al. · Journal of Sensors · 50
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MCDA-GIS integrated approach for optimized landfill site selection for growing urban regions: an application of neighborhood-proximity analysis
2011 · Yashon O. Ouma, Emmanuel C. Kipkorir, et al. · Annals of GIS · 50
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Use of GRACE time-variable data and GLDAS-LSM for estimating groundwater storage variability at small basin scales: a case study of the Nzoia River Basin
2015 · Yashon O. Ouma, D.O. Aballa, et al. · International Journal of Remote Sensing · 48
Land-Use Change Prediction in Dam Catchment Using Logistic Regression-CA, ANN-CA and Random Forest Regression and Implications for Sustainable Land–Water Nexus
2024 · Yashon O. Ouma, Boipuso Nkwae, et al. · Sustainability · 47
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Urban-trees extraction from Quickbird imagery using multiscale spectex-filtering and non-parametric classification
2008 · Yashon O. Ouma, R. Tateishi · ISPRS Journal of Photogrammetry and Remote Sensing · 47
Dam Water Level Prediction Using Vector AutoRegression, Random Forest Regression and MLP-ANN Models Based on Land-Use and Climate Factors
2022 · Yashon O. Ouma, Ditiro B. Moalafhi, et al. · Sustainability · 46
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Advancements in medium and high resolution Earth observation for land-surface imaging: Evolutions, future trends and contributions to sustainable development
2015 · Yashon O. Ouma · Advances in Space Research · 40
Multiscale remote sensing data segmentation and post-segmentation change detection based on logical modeling: Theoretical exposition and experimental results for forestland cover change analysis
2008 · Yashon O. Ouma, S.S. Josaphat, et al. · Computers & Geosciences · 39
Land suitability assessment for perennial crops using remote sensing and Geographic Information Systems: A case study in northwestern Egypt
2006 · A. Shalaby, Y. O. Ouma, et al. · Archives of Agronomy and Soil Science · 34
Spatiotemporal empirical analysis of particulate matter PM2.5 pollution and air quality index (AQI) trends in Africa using MERRA-2 reanalysis datasets (1980–2021)
2023 · Yashon O. Ouma, Amantle Keitsile, et al. · The Science of The Total Environment · 30
Works count: 55
Citation count: 2,875
H-index: 25
I10-index: 36
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