Applications of convolutional neural network for classification of land cover and groundwater potentiality zones

AM Tegegne - Journal of Engineering, 2022 - Wiley Online Library
In the field of groundwater engineering, a convolutional neural network (CNN) has become
a great role to assess the spatial groundwater potentiality zones and land use/land cover …

Integrated assessment of the impact of land use changes on groundwater recharge and groundwater level in the Drava floodplain, Hungary

A Salem, Y Abduljaleel, J Dezső, D Lóczy - Scientific Reports, 2023 - nature.com
Abstract Land-use/land-cover (LULC) change is considered a key human factor influencing
groundwater recharge in floodplains. Without accurate estimations, the impact of LULC …

Analysis of the impacts of land use land cover change on streamflow and surface water availability in Awash Basin, Ethiopia

H Maru, A Haileslassie, T Zeleke… - … , Natural Hazards and …, 2023 - Taylor & Francis
The current study analyzed the impact of Land Use Land Cover (LULC) change on
streamflow and surface water availability in the Akaki catchment of the Awash Basin …

Groundwater potential delineation using geodetector based convolutional neural network in the Gunabay watershed of Ethiopia

AM Tegegne, TK Lohani, AA Eshete - Environmental Research, 2024 - Elsevier
Groundwater potential delineation is essential for efficient water resource utilization and
long-term development. The scarcity of potable and irrigation water has become a critical …

Assessment of surface water resource and allocation optimization for diverse demands in Ethiopia's upper Bilate Watershed

MG Genjebo, A Kemal, AS Nannawo - Heliyon, 2023 - cell.com
Water planning and management is very crucial for all computing sectors for water uses to
maximize the scarce and allocated water uses based on their demands sustainably in …

Assessment of the spatial–temporal distribution of groundwater recharge in data-scarce large-scale African river basin

AH Gelebo, KS Kasiviswanathan, D Khare - Environmental Monitoring and …, 2022 - Springer
The systematic assessment of spatial and temporal distribution of groundwater recharge
(GWR) is crucial for the sustainable management of the water resources systems, especially …

Evaluating the dynamics of hydroclimate and streamflow for data-scarce areas using MIKE11-NAM model in Bilate river basin, Ethiopia

AS Nannawo, TK Lohani, AA Eshete… - Modeling Earth Systems …, 2022 - Springer
Dynamics of hydroclimatic factors in Bilate basin of Ethiopia have altered rainfall–runoff and
hydrological processes. The objective is to generate streamflow in the area with restricted …

Flood inundation mapping under climate change scenarios in the Boyo watershed of Southern Ethiopia

ML Edamo, TY Ukumo, TK Lohani… - Journal of Water and …, 2022 - iwaponline.com
This research aims to map flood inundated areas under changing climate in the Boyo
watershed of Southern Ethiopia. A semi-distributed physically based Hydrologic …

Assessment of spatial and temporal distribution of surface water balance in a data-scarce African transboundary river basin

A Hirbo Gelebo, KS Kasiviswanathan… - Hydrological …, 2022 - Taylor & Francis
Assessment of the spatial and temporal distribution of surface water balance (SWB)
components for a river basin having complex topography with limited observed data is …

Envisaging the actual evapotranspiration and elucidating its effects under climate change scenarios on agrarian lands of bilate river basin in Ethiopia

AS Nannawo, TK Lohani, AA Eshete - Heliyon, 2022 - cell.com
The earth's natural water and energy systems rely on actual evapotranspiration (AET).
Climate change plays a crucial role in affecting the hydrologic processes of Abayya-Chamo …