Assessment of water consumption in households using statistical analysis and regression trees

Effects of Training Set Size on Supervised Machine-Learning Land-Cover Classification of Large-Area High-Resolution Remotely Sensed Data

(2021) Christopher A. Ramezan et al.   Remote Sensing

Flood susceptibility mapping by integrating frequency ratio and index of entropy with multilayer perceptron and classification and regression tree

(2021) Yi Wang et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Modeling water consumption in multifamily buildings: a case study in Southern Brazil

(2021) Kairo Pereira Teodoro da Silva et al.   Urban Water Journal

Factors influencing residential water consumption in Wallonia, Belgium

(2021) Nguyen Bich-Ngoc et al.   Utilities Policy

A clustering solution for analyzing residential water consumption patterns

(2021) Md Shamsur Rahim et al.   KNOWLEDGE-BASED SYSTEMS

Urbanization and water consumption at national- and subnational-scale: The roles of structural changes in economy, population, and resources

(2021) Qiang Wang et al.   Sustainable Cities and Society

A systematic review of factors influencing spatiotemporal variability in urban water and energy consumption

(2020) Ilse M. Voskamp et al.   JOURNAL OF CLEANER PRODUCTION

Urban Water Consumption Patterns in an Adult Population in Wuxi, China: A Regression Tree Analysis

(2020) Hao Zheng et al.   International Journal of Environmental Research and Public Health

Review of Circular Economy in urban water sector: Challenges and opportunities in India

(2020) Nikita S. Kakwani et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Resource management and sustainable development: A review of the European water policies in accordance with the United Nations’ Sustainable Development Goals

(2020) Stella Tsani et al.   ENVIRONMENTAL SCIENCE & POLICY

An efficient GIS-based approach for sustainability assessment of urban drinking water consumption patterns: A study in Tabriz city, Iran

(2020) Bakhtiar Feizizadeh et al.   Sustainable Cities and Society

Machine Learning for Modeling Water Demand

(2019) Maria C. Villarin et al.   JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT

Using multivariate regression trees and multiobjective tradeoff sets to reveal fundamental insights about water resources systems

(2019) Rebecca Smith et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Predicting Residential Water Demand with Machine-Based Statistical Learning

(2019) Dongwoo Lee et al.   JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT

Factors influencing water consumption in buildings in southern Brazil

(2018) Talita Flores Dias et al.   JOURNAL OF CLEANER PRODUCTION

Urban water consumption and its influencing factors in China: Evidence from 286 cities

(2017) Liangxin Fan et al.   JOURNAL OF CLEANER PRODUCTION

Determinants of domestic water consumption in Hermosillo, Sonora, Mexico

(2017) Arturo Ojeda de la Cruz et al.   JOURNAL OF CLEANER PRODUCTION

Determinants of single family residential water use across scales in four western US cities

(2017) Heejun Chang et al.   SCIENCE OF THE TOTAL ENVIRONMENT

A Multi-Scale Analysis of Single-Unit Housing Water Demand Through Integration of Water Consumption, Land Use and Demographic Data

(2017) Saeed Ghavidelfar et al.   WATER RESOURCES MANAGEMENT

An empirical analysis of the determinants of water demand in Italy

(2016) Giulia Romano et al.   JOURNAL OF CLEANER PRODUCTION

Model selection and overfitting

(2016) Jake Lever et al.   NATURE METHODS

Public perceptions of water shortages, conservation behaviors, and support for water reuse in the U.S.

(2016) Laura Garcia-Cuerva et al.   RESOURCES CONSERVATION AND RECYCLING

Assessing and Modelling the Influence of Household Characteristics on Per Capita Water Consumption

(2016) Wa’el A. Hussien et al.   WATER RESOURCES MANAGEMENT

Novel bottom-up urban water demand forecasting model: Revealing the determinants, drivers and predictors of residential indoor end-use consumption

(2015) Anas A. Makki et al.   RESOURCES CONSERVATION AND RECYCLING

Modeling the determinants of large-scale building water use: Implications for data-driven urban sustainability policy

(2015) Constantine E. Kontokosta et al.   Sustainable Cities and Society

Factors affecting the variability of household water use in Melbourne, Australia

(2014) K. Rathnayaka et al.   RESOURCES CONSERVATION AND RECYCLING

Drivers of urban water use

(2014) Philip Stoker et al.   Sustainable Cities and Society

An exploratory study on the influence of socio-demographic characteristics on water end uses inside buildings

(2013) Cristina Matos et al.   SCIENCE OF THE TOTAL ENVIRONMENT

t-tests, non-parametric tests, and large studies—a paradox of statistical practice?

(2012) Morten W Fagerland   BMC Medical Research Methodology

A novel mixed method smart metering approach to reconciling differences between perceived and actual residential end use water consumption

(2011) Cara D. Beal et al.   JOURNAL OF CLEANER PRODUCTION

Determinants of residential water consumption: Evidence and analysis from a 10-country household survey

(2011) R. Quentin Grafton et al.   WATER RESOURCES RESEARCH

Household size and residential water demand: an empirical approach

(2010) Fernando Arbués et al.   AUSTRALIAN JOURNAL OF AGRICULTURAL AND RESOURCE ECONOMICS

Effects of Urban Spatial Structure, Sociodemographics, and Climate on Residential Water Consumption in Hillsboro, Oregon1

(2010) Lily House-Peters et al.   JOURNAL OF THE AMERICAN WATER RESOURCES ASSOCIATION

Determinants of residential water demand in Germany

(2008) Joachim Schleich et al.   ECOLOGICAL ECONOMICS