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Tracking and tracing water consumption for informed water sensitive intervention through machine learning approach

To develop a water conscious strategy, it is critical to track and trace water from its source to the end users, understand water conservation behaviors, and identify the factors that influence water consumption. However, in developing nations, little research has been done to provide a quantitative picture of how water is consumed and transformed in urban households, as well as the water sensitive interventions needed to improve access to clean water. Hence, the main objective of the study was to determine the most significant residential water consumption variables and to predict residential water consumption in a way that can generate water consumption information for water sensitive intervention decision making using the case study of Adama city in Ethiopia. A combination of top down and bottom up data collection techniques were employed as the data collection instrument. Machine learning was integrated with spatial and socioeconomic analytic techniques to estimate daily household ....

Waals Gewest , New York , United States , Libya General , South Africa , Castilla La Manacha , Comunidad Autonoma De Cataluna , San Diego , Yedebub Biheroch Bihereseboch Na Hizboch , Smart Water , Northern Cape , Sha Biyat Surt , Krung Thep Mahanakhon , Castillay Leóp , Cape Town , Western Cape , British Columbia , Workalemahu Habtemariam , United Nations , Us Environmental Protection Agency , European Enviromental Agency , Society International , Contract Administration Of Adama Town Water , Springer International Publishing , Water Resources Mission Area , Sustainable Development Goals ,

World Bank warns of grim future

Climate change and global warming are no longer buzzwords. They have emerged as clear indicators of an impending crisis that threatens the very fabric of global. ....

Tariq Banuri , World Bank , National Climate Authority , Climate Change Fund , National Climate Change , Agriculture Organisation , National Climate Change Policy Framework , Intergovernmental Panel On Climate Change , National Climate Council , Intergovernmental Panel , Climate Change , National Climate Change Policy , Pakistan Climate Change Act , Climate Change Act , Water Policy , Energy Policy , Agriculture Policy , Food Security Policy , Health Policy , Ulawayo24 News , Odays News , Breaking News , Latest News , News Latest Breaking Stories , Nline News , Orld News ,

'50 years of promises, all of them broken': Southeast Minnesotans worry over state water pollution response

'50 years of promises, all of them broken': Southeast Minnesotans worry over state water pollution response
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United States , Winona County , Fillmore County , Paul Wotzka , Bonnie Haugen , Ross Kramer , Margaret Wagner , Jeff Broberg , Vance Haugen , Minnesota Well Owners Organization , Minnesota Health , Pollution Control Agency , Department Of Health Water Policy Center , Department Of Agriculture , Environmental Protection Agency , Springside Farm , Tannie Eshenaur , Water Policy , Minnesota Well Owners , Wabasha County ,

'50 years of promises, all of them broken': Southeast Minnesotans worry over state water pollution response

CANTON, Minn. — Water shoots up from the hills of Vance and Bonnie Haugen's idyllic dairy farm here in a valley close to the Iowa border. That's why they named it Springside Farm in the '90s. Unfortunately, the nitrate shoots up here, too. Nitrate levels in the Haugens' water have steadily increased for the past 30 years, now ranging somewhere from 6 to 9 milligrams per liter of water every . ....

United States , Fillmore County , Winona County , Bonnie Haugen , Ross Kramer , Jeff Broberg , Vance Haugen , Margaret Wagner , Paul Wotzka , Pollution Control Agency , Minnesota Well Owners Organization , Minnesota Health , Environmental Protection Agency , Department Of Agriculture , Department Of Health Water Policy Center , Springside Farm , Tannie Eshenaur , Water Policy , Minnesota Well Owners , Wabasha County , Nitrate Pollution , Drinking Water , Nitrate Levels , Polluted Water , State Officials , The State ,

'50 years of promises, all of them broken': Southeast Minnesotans worry over state water pollution response

CANTON, Minn. — Water shoots up from the hills of Vance and Bonnie Haugen's idyllic dairy farm here in a valley close to the Iowa border. That's why they named it Springside Farm in the '90s. Unfortunately, the nitrate shoots up here, too. Nitrate levels in the Haugens' water have steadily increased for the past 30 years, now ranging somewhere from 6 to 9 milligrams per liter of water every . ....

United States , Fillmore County , Winona County , Vance Haugen , Jeff Broberg , Margaret Wagner , Ross Kramer , Bonnie Haugen , Paul Wotzka , Pollution Control Agency , Minnesota Well Owners Organization , Minnesota Health , Environmental Protection Agency , Department Of Health Water Policy Center , Department Of Agriculture , Springside Farm , Tannie Eshenaur , Water Policy , Minnesota Well Owners , Wabasha County ,