Browsing by Author Ouma, Yashon O.

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Issue DateTitleAuthor(s)
2005A fast environmental change detection approach based on unsupervised multiscale texture clusteringOuma, Yashon O.; Tateishi, R.
2023Flood susceptibility mapping using image-based 2D-CNN deep learning: overview and case study application using multiparametric spatial data in data-scarce urban environmentsOuma, Yashon O.; Omai, Lawrence
2017Lake water body mapping with multiresolution based image analysis from medium‐resolution satellite imageryOuma, Yashon O.
2007Lake water body mapping with multiresolution based image analysis from medium‐resolution satellite imageryOuma, Yashon O.; Tateishi, R.
2011-03MCDA-GIS integrated approach for optimized landfill site selection for growing urban regions: an application of neighborhood-proximity analysisChessum, Emmanuel Kipkorir; Ouma, Yashon O.; Ryutaro, Tateishi
2020-08Modelling reservoir Chlorophyll-a, TSS, and turbidity using sentinel-2A MSI and landsat-8 OLI satellite sensors with empirical multivariate regressionOuma, Yashon O.; Kimutai, Noor; Kipkemoi, Herbert
2020Modelling reservoir turbidity from medium resolution Sentinel-2A/MSI and Landsat-8/OLI satellite imageryOuma, Yashon O.
2007Multiscale remote sensing data segmentation and post-segmentation change detection based on logical modeling: Theoretical exposition and experimental results for forestland cover change analysisOuma, Yashon O.
2012Multitemporal comparative analysis of TRMM-3B42 satellite-estimated rainfall with surface gauge data at basin scales: daily, decadal and monthly evaluationsChessum, Emmanuel Kipkorir; Owiti, Titus; Ouma, Yashon O.; Kibiiy, Joel; Ryutaro, Tateishi
2014Optimization of urban highway bypass horizontal alignment: A methodological overview of intelligent pspatial MCDA approach using Fuzzy AHP and GISOuma, Yashon O.; Yabann, Chepng’etich; Kirichu, Mark; Tateishi, Ryutaro
2017-11Pothole detection on asphalt pavements from 2D-colour pothole images using fuzzy c -means clustering and morphological reconstructionOuma, Yashon O.; Hahn, Michael
2021-03Rainfall 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 basinOuma, Yashon O.; Cheruyot, Rodrick; Wachera, Alice N.
2011Towards long-multitemporal change detection using SVI differencing by integrated DWT-ISOCLUS: A model for forest temporal dynamics mappingOuma, Yashon O.; Tateishi, Ryutaro
2007Urban-trees extraction from Quickbird imagery using multiscale spectex-filtering and non-parametric classificationOuma, Yashon O.; Tateishib, R.
2008Urban-trees extraction from Quickbird imagery using multiscale spectex-filtering and non-parametric classificationOuma, Yashon O.
2020-04Use 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, KenyaOuma, Yashon O.; Okuku, Clinton O.; Njau, Evalyne N.
2020Use 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, KenyaUse 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, KenyaOuma, Yashon O.
2015-10Use of GRACE time-variable data and GLDAS-LSM for estimating groundwater storage variability at small basin scales: a case study of the Nzoia River BasinOuma, Yashon O.; Hahn, M.
2006A water index for rapid mapping of shoreline changes of five East African Rift Valley lakes: an empirical analysis using Landsat TM and ETM+ dataOuma, Yashon O.; Tateishi, R.