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Modelling seasonal household variation in harvested rainwater availability: a case study in Siaya County, Kenya
Rainwater harvesting reliability, the proportion of days annually when rainwater demand is fully met, is challenging to estimate from cross-sectional household surveys that underpin international monitoring. This study investigated the use of a modelling approach that integrates household surveys wi...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10099009/ https://www.ncbi.nlm.nih.gov/pubmed/37073161 http://dx.doi.org/10.1038/s41545-023-00247-9 |
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author | Yu, Weiyu Wanza, Peggy Kwoba, Emmah Mwangi, Thumbi Okotto-Okotto, Joseph Trajano Gomes da Silva, Diogo Wright, Jim A. |
author_facet | Yu, Weiyu Wanza, Peggy Kwoba, Emmah Mwangi, Thumbi Okotto-Okotto, Joseph Trajano Gomes da Silva, Diogo Wright, Jim A. |
author_sort | Yu, Weiyu |
collection | PubMed |
description | Rainwater harvesting reliability, the proportion of days annually when rainwater demand is fully met, is challenging to estimate from cross-sectional household surveys that underpin international monitoring. This study investigated the use of a modelling approach that integrates household surveys with gridded precipitation data to evaluate rainwater harvesting reliability, using two local-scale household surveys in rural Siaya County, Kenya as an illustrative case study. We interviewed 234 households, administering a standard questionnaire that also identified the source of household stored drinking water. Logistic mixed effects models estimated stored rainwater availability from household and climatological variables, with random effects accounting for unobserved heterogeneity. Household rainwater availability was significantly associated with seasonality, storage capacity, and access to alternative improved water sources. Most households (95.1%) that consumed rainwater faced insufficient supply of rainwater available for potable needs throughout the year, with intermittencies during the short rains for most households with alternative improved sources. Although not significant, stored rainwater lasts longer for households whose only improved water source was rainwater (301.8 ± 40.2 days) compared to those having multiple improved sources (144.4 ± 63.7 days). Such modelling analysis could enable rainwater harvesting reliability estimation, and thereby national/international monitoring and targeted follow-up fieldwork to support rainwater harvesting. |
format | Online Article Text |
id | pubmed-10099009 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-100990092023-04-14 Modelling seasonal household variation in harvested rainwater availability: a case study in Siaya County, Kenya Yu, Weiyu Wanza, Peggy Kwoba, Emmah Mwangi, Thumbi Okotto-Okotto, Joseph Trajano Gomes da Silva, Diogo Wright, Jim A. NPJ Clean Water Article Rainwater harvesting reliability, the proportion of days annually when rainwater demand is fully met, is challenging to estimate from cross-sectional household surveys that underpin international monitoring. This study investigated the use of a modelling approach that integrates household surveys with gridded precipitation data to evaluate rainwater harvesting reliability, using two local-scale household surveys in rural Siaya County, Kenya as an illustrative case study. We interviewed 234 households, administering a standard questionnaire that also identified the source of household stored drinking water. Logistic mixed effects models estimated stored rainwater availability from household and climatological variables, with random effects accounting for unobserved heterogeneity. Household rainwater availability was significantly associated with seasonality, storage capacity, and access to alternative improved water sources. Most households (95.1%) that consumed rainwater faced insufficient supply of rainwater available for potable needs throughout the year, with intermittencies during the short rains for most households with alternative improved sources. Although not significant, stored rainwater lasts longer for households whose only improved water source was rainwater (301.8 ± 40.2 days) compared to those having multiple improved sources (144.4 ± 63.7 days). Such modelling analysis could enable rainwater harvesting reliability estimation, and thereby national/international monitoring and targeted follow-up fieldwork to support rainwater harvesting. Nature Publishing Group UK 2023-04-13 2023 /pmc/articles/PMC10099009/ /pubmed/37073161 http://dx.doi.org/10.1038/s41545-023-00247-9 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Yu, Weiyu Wanza, Peggy Kwoba, Emmah Mwangi, Thumbi Okotto-Okotto, Joseph Trajano Gomes da Silva, Diogo Wright, Jim A. Modelling seasonal household variation in harvested rainwater availability: a case study in Siaya County, Kenya |
title | Modelling seasonal household variation in harvested rainwater availability: a case study in Siaya County, Kenya |
title_full | Modelling seasonal household variation in harvested rainwater availability: a case study in Siaya County, Kenya |
title_fullStr | Modelling seasonal household variation in harvested rainwater availability: a case study in Siaya County, Kenya |
title_full_unstemmed | Modelling seasonal household variation in harvested rainwater availability: a case study in Siaya County, Kenya |
title_short | Modelling seasonal household variation in harvested rainwater availability: a case study in Siaya County, Kenya |
title_sort | modelling seasonal household variation in harvested rainwater availability: a case study in siaya county, kenya |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10099009/ https://www.ncbi.nlm.nih.gov/pubmed/37073161 http://dx.doi.org/10.1038/s41545-023-00247-9 |
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