引用次数
引用: 2,481
H-指数: 22
I10-指数 : 30
出版物: 59
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
Yashon O. Ouma , Yashon O. Ouma , Rodrick Cheruyot , Alice N. Wachera
Complex & Intelligent Systems 1 -24
35
2021
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 ,
Annals of Gis: Geographic Information Sciences 17 ( 1) 43 -62
24
2011
Multitemporal comparative analysis of TRMM-3B42 satellite-estimated rainfall with surface gauge data at basin scales: daily, decadal and monthly evaluations
Yashon O Ouma , Titus Owiti , Emmanuel Kipkorir , Joel Kibiiy
Journal of remote sensing 33 ( 24) 7662 -7684
33
2012
Physical dynamics of Lake Victoria over the past 34 years (1984-2018): Is the lake dying?
J.L. Awange , A. Saleem , R.M. Sukhadiya , Y.O. Ouma
Science of The Total Environment 658 199 -218
21
2019
Urban features recognition and extraction from very-high resolution multi-spectral satellite imagery: a micro―macro texture determination and integration framework
Y.O. Ouma , R. Tateishi , J.T. Sri-Sumantyo
Iet Image Processing 4 ( 4) 235 -254
13
2010
A fast environmental change detection approach based on unsupervised multiscale texture clustering
Y. O. OUMA , R. TATEISHI
International Journal of Environmental Studies 62 ( 1) 79 -93
2
2005
Urban land-use classification using machine learning classifiers: comparative evaluation and post-classification multi-feature fusion approach
Yashon O Ouma , Amantle Keitsile , Boipuso Nkwae , Phillimon Odirile
European Journal of Remote Sensing 56 ( 1) 2173659
2023
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 Sensing 14 ( 2) 348
4
2022
Dam water level prediction using vector autoregression, random forest regression and MLP-ANN models based on land-use and climate factors
Yashon O Ouma , Ditiro B Moalafhi , George Anderson , Boipuso Nkwae
Sustainability 14 ( 22) 14934 -14934
10
2022
Land-Use Change Prediction in Dam Catchment Using Logistic Regression-CA, ANN-CA and Random Forest Regression and Implications for Sustainable Land–Water Nexus
Yashon O Ouma , Boipuso Nkwae , Phillimon Odirile , Ditiro B Moalafhi
Sustainability 16 ( 4) 1699 -1699
1
2024
Predicting the variability of dam water levels with land-use and climatic factors using Random Forest and Vector AutoRegression models
Yashon O Ouma , Moalahi Ditiro , George Anderson , Boipuso Nkwae
Remote Sensing for Agriculture, Ecosystems, and Hydrology XXIV 12262 54 -66
1
2022
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
GISTAM 97 -104
2024
Multitemporal comparative analysis of TRMM-3B42 satellite-estimated rainfall with surface gauge data at basin scales: daily, decadal and monthly evaluations
Yashon O Ouma , Titus Owiti , Emmanuel Kipkorir , Joel Kibiiy
Journal of remote sensing 33 ( 24) 7662 -7684
33
2012
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 ,
Annals of Gis: Geographic Information Sciences 17 ( 1) 43 -62
24
2011
Urban flood vulnerability and risk mapping using integrated multi-parametric AHP and GIS: methodological overview and case study assessment. Water 6: 1515–1545
Yashon O Ouma , Ryutaro Tateishi
707
2014
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
International Journal of Intelligent Systems 2023 ( 1) 5672401 -5672401
10
2023
Urban land surface temperature variations with LULC, NDVI and NDBI in semi-arid urban environments: Case study of Gaborone City, Botswana (1989–2019)
Yashon O Ouma , Tuazako Tjitemisa , Mooketsi Segobye , Kealeboga Moreri
Remote Sensing Technologies and Applications in Urban Environments VI 11864 28 -40
6
2021
Spatiotemporal empirical analysis of particulate matter PM2. 5 pollution and air quality index (AQI) trends in Africa using MERRA-2 reanalysis datasets (1980–2021)
Yashon O Ouma , Amantle Keitsile , Lone Lottering , Boipuso Nkwae
Science of The Total Environment 912 169027 -169027
2
2024
Mapping Prosopis L.(Mesquites) Using Sentinel‐2 MSI Satellite Data, NDVI and SVI Spectral Indices with Maximum‐Likelihood and Random Forest Classifiers
Yashon O Ouma , Thabiso G Gabasiane , Nyaladzani Nkhwanana
Journal of Sensors 2023 ( 1) 8882730 -8882730
2
2023
Comparison of GRACE gravity anomaly solutions for terrestrial water storage variability in arid and semi-arid Botswana
Mooketsi Segobye , Loago K Motlogelwa , Boipuso Nkwae , Yashon O Ouma
South African Journal of Geomatics 12 ( 1) 56 -72
2023