Groundwater level prediction with machine learning to support sustainable irrigation in water scarcity regions

W Li, MM Finsa, KB Laskey, P Houser, R Douglas-Bate - Water, 2023 - mdpi.com
Predicting groundwater levels is challenging, especially in regions of water scarcity where
data availability is often limited. However, these regions have substantial water needs and …

[HTML][HTML] Effect of irrigation water withdrawal on the hydrology of the Lake Tana sub-basin

MT Taye, AT Haile, AG Fekadu, P Nakawuka - Journal of Hydrology …, 2021 - Elsevier
Abstract Study region The Lake Tana sub-basin, upper Blue Nile, Ethiopia Study focus The
Lake Tana sub-basin is one of the agricultural growth corridors for Ethiopia's ambitious plan …

Plankton diversity in tropical wetlands under different hydrological conditions (Lake Tana, Ethiopia)

A Kahsay, P Lemmens, L Triest… - Frontiers in …, 2022 - frontiersin.org
Plankton is an integral part of wetland biodiversity and plays a vital role in the functioning of
wetlands. Diversity patterns of plankton in wetlands and factors structuring its community …

[HTML][HTML] A framework for disaggregating remote-sensing cropland into rainfed and irrigated classes at continental scale

A Owusu, S Kagone, M Leh, NM Velpuri… - International Journal of …, 2024 - Elsevier
Agriculture consumes the largest share of freshwater globally; therefore, distinguishing
between rainfed and irrigated croplands is essential for agricultural water management and …

Identification and map** of surface irrigation potential in the data-scarce Jewuha watershed, Middle Awash River Basin, Ethiopia

MB Dinku, HH Kebede - Hydrology Research, 2023 - iwaponline.com
This study was conducted to identify and map the surface irrigation potential in the data-
scarce Jewuha watershed of the Awash Basin, Ethiopia. The suitability of the land, based on …

Map** Small-Scale Irrigation Areas Using Expert Decision Rules and the Random Forest Classifier in Northern Ethiopia

AA Mohammedshum, BHP Maathuis, CM Mannaerts… - Remote Sensing, 2023 - mdpi.com
The map** of small-scale irrigation areas is essential for food security and water resource
management studies. The identification of small-scale irrigation areas is a challenge, but it …

Comparison of Google Earth Engine Machine Learning Algorithms for Map** Smallholder Irrigated Areas in a Mountainous Watershed, Upper Blue Nile Basin …

YG Mekonnen, T Alamirew, AD Chukalla… - Journal of the Indian …, 2024 - Springer
Irrigated area map** with improved accuracy is essential to enhance the monitoring and
management of the limited water resources of a country. This study compared machine …

[HTML][HTML] Dynamics of Irrigated Land Expansion in the Ouémé River Basin Using Field and Remote Sensing Data in the Google Earth Engine

DH Ahoton, T Bacharou, AY Bossa, LO Sintondji… - Land, 2024 - mdpi.com
The availability of reliable and quantified information on the spatiotemporal distribution of
irrigated land at the river basin scale is an essential step towards sustainable management …

Diversity and trade-offs of water values in the Akaki River system in Ethiopia: context of urban–rural linkage

A Haileslassie, E Tesema, M Mersha… - Sustainable Water …, 2024 - Springer
The objectives of the study were to investigate community perception and articulation of
diverse and priority water values and examine water value trade-offs in the context of urban …

Multi-spectral remote sensing for current irrigated area map** of the Rift Valley Lakes Basin in Ethiopia

M Mohammed, B Birhanu, F Abegaz - AQUA—Water Infrastructure …, 2023 - iwaponline.com
The study was conducted in the Rift Valley Basin in 2020–2022, with the objective of
evaluating the newly developed techniques for irrigated area map** of spatially large …