Case Studies
Sep 11, 2021

Effects of the COVID-19 Lockdown on Water Consumptions: Northern Italy Case Study

Publication: Journal of Water Resources Planning and Management
Volume 147, Issue 11

Abstract

The spread of the COVID-19 pandemic induced many countries, including Italy, to implement social distancing measures and to suspend the majority of educational and working activities, which significantly impacted peoples’ lifestyles. To support water utilities in understanding the impacts of the COVID-19 pandemic on water consumption and improving water distribution system resilience, the effects of the lockdown were investigated with reference to a residential district metered area (DMA) in the city of Rovigo (northern Italy), in which smart monitoring of water consumption at the level of individual users started in 2019. The water consumption recorded during the lockdown period was analyzed at different levels of temporal and spatial aggregation and compared with the consumption recorded in the same period of the previous year. The results show that, during the lockdown period, the overall water consumption in this mainly residential area increased by 18%. Moreover, water consumption was observed to be more spread out over the day, with a decrease (and a delay) in peak morning consumption, which was particularly evident on weekdays.

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Data Availability Statement

The data and codes generated and used during the study are available in an online repository in accordance with funder data retention policies (Alvisi et al. 2020).

Acknowledgments

The authors wish to thank the acquevenete S.p.A. water utility and Eng. Marco Ricci Bitti for their valuable support in monitoring the users and collecting water consumption data in the field.

References

Aksela, K., and M. Aksela. 2011. “Demand estimation with automated meter reading in a distribution network.” J. Water Resour. Plann. Manage. 137 (5): 456–467. https://doi.org/10.1061/(ASCE)WR.1943-5452.0000131.
Alvisi, S., M. Franchini, C. Luciani, I. Marzola, and F. Mazzoni. 2020. “Evaluation of the effects of COVID 19 lockdown on water consumption.” Zenodo 2 (Feb): 1–9. https://doi.org/10.5281/zenodo.4725546.
Arbués, F., M. Á. García-Valiñas, and R. Martínez-Espiñeira. 2003. “Estimation of residential water demand: A state-of-the-art review.” J. Socio-Econ. 32 (1): 81–102. https://doi.org/10.1016/S1053-5357(03)00005-2.
Balacco, G., V. Totaro, V. Iacobellis, A. Manni, M. Spagnoletta, and A. F. Piccinni. 2020. “Influence of COVID-19 spread on water drinking demand: The case of Puglia region (Southern Italy).” Sustainability 12 (15): 5919. https://doi.org/10.3390/su12155919.
BBC (British Broadcasting Corporation). 2020a. “Coronavirus: Spain and France announce sweeping restrictions.” Accessed May 24, 2021. https://www.bbc.com/news/world-europe-51892477.
BBC (British Broadcasting Corporation). 2020b. “Coronavirus: UK brings in strict curbs on life to fight virus.” Accessed May 24, 2021. https://www.bbc.com/news/uk-52014472.
Berglund, E. Z., et al. 2021. “Water and wastewater systems and utilities: Challenges and opportunities during the COVID-19 pandemic.” J. Water Resour. Plann. Manage. 147 (5): 02521001. https://doi.org/10.1061/(ASCE)WR.1943-5452.0001373.
Camera dei Deputati. 2020. “Misure sull’emergenza coronavirus (COVID-19)—Quadro generale” [Coronavirus (COVID-19) emergency precautions—General framework]. Accessed May 24, 2021. https://temi.camera.it/leg18/temi/iniziative-per-prevenire-e-contrastare-la-diffusione-del-nuovo-coronavirus.html.
Capponi, C., M. Cartechini, B. Brunone, S. Meniconi, and M. Cifrodelli. 2019. “Vulnerability of water resources and systems: Central Italy earthquake case study.” In Proc., 17th Int. Computer Control Water Ind. Conf. Exeter, UK: Univ. of Exeter.
Cardell-Oliver, R., J. Wang, and H. Gigney. 2016. “Smart meter analytics to pinpoint opportunities for reducing household water use.” J. Water Resour. Plann. Manage. 142 (6): 04016007. https://doi.org/10.1061/(ASCE)WR.1943-5452.0000634.
Chang, H., S. Praskievicz, and H. Parandvash. 2014. “Sensitivity of urban water consumption to weather and climate variability at multiple temporal scales: The case of Portland, Oregon.” Int. J. Geospatial Environ. Res. 1 (1): 7.
Cheifetz, N., Z. Noumir, A. Samé, A. Sandraz, C. Féliers, and V. Heim. 2017. “Modeling and clustering water demand patterns from real-world smart meter data.” Drinking Water Eng. Sci. 10 (8): 75–82. https://doi.org/10.5194/dwes-10-75-2017.
Faust, K. M., L. E. Katz, M. J. Kirisits, K. A. Kinney, L. Sela, M. Kopytkovskiy, C. Russel, and J. Kaminsky. 2021. “Consider how social distancing policies can affect drinking water infrastructure performance.” J. Am. Water Works Assoc. 113 (2): 74–77. https://doi.org/10.1002/awwa.1673.
Gargano, R., C. Tricarico, and G. de Marinis. 2012. “Residential water demand—Daily trends.” In Proc., Water Distribution System Analysis 2010, 1314–1323. Reston, VA: ASCE.
Governo Italiano. 2020. “Coronavirus, la normativa vigente” [Coronavirus, current legislation]. Accessed May 24, 2021. http://www.governo.it/it/coronavirus-normativa.
Grafton, R. Q., M. B. Ward, H. To, and T. Kompas. 2011. “Determinants of residential water consumption: Evidence and analysis from a 10-country household survey.” Water Resour. Res. 47 (8): W08537. https://doi.org/10.1029/2010WR009685.
Hester, C. M., and K. L. Larson. 2016. “Time-series analysis of water demands in three North Carolina cities.” J. Water Resour. Plann. Manage. 142 (8): 05016005. https://doi.org/10.1061/(ASCE)WR.1943-5452.0000659.
Hidayat, A. R., R. Triatmadja, and I. Supraba. 2020. “The impact of earthquake on clean water demand and supply at North Lombok regency, Indonesia.” IOP Conf. Ser.: Earthquake Environ. Sci. 426 (3): 012001. https://doi.org/10.1088/1755-1315/426/1/012001.
Hoffmann, M., A. Worthington, and H. Higgs. 2006. “Urban water demand with fixed volumetric charging in a large municipality: The case of Brisbane, Australia.” Aust. J. Agric. Resour. Econ. 50 (3): 347–359. https://doi.org/10.1111/j.1467-8489.2006.00339.x.
Howarth, D., and S. Butler. 2004. “Communicating water conservation: How can the public be engaged?” Water Sci. Technol. Water Supply 4 (3): 33–44. https://doi.org/10.2166/ws.2004.0041.
Jorgensen, B., M. Graymore, and K. O’Toole. 2009. “Household water use behavior: An integrated model.” J. Environ. Manage. 91 (1): 227–236. https://doi.org/10.1016/j.jenvman.2009.08.009.
Kalbusch, A., E. Henning, M. P. Brikalski, F. V. de Luca, and A. C. Konrath. 2020. “Impact of coronavirus (COVID-19) spread-prevention actions on urban water consumption.” Resour. Conserv. Recycl. 163 (Dec): 105098. https://doi.org/10.1016/j.resconrec.2020.105098.
Lloyd, S. P. 1982. “Least squares quantization in PCM.” IEEE Trans. Inf. Theory 28 (2): 129–137. https://doi.org/10.1109/TIT.1982.1056489.
Loureiro, D., M. Rebelo, A. Mamade, P. Vieira, and R. Ribeiro. 2015. “Linking water consumption smart metering with census data to improve demand management.” Water Sci. Technol. Water Supply 15 (6): 1396–1404. https://doi.org/10.2166/ws.2015.086.
Luciani, C., F. Casellato, S. Alvisi, and M. Franchini. 2019. “Green smart technology for water (GST4Water): Water loss identification at user level by using smart metering systems.” Water 11 (3): 405. https://doi.org/10.3390/w11030405.
Maggioni, E. 2015. “Water demand management in times of drought: What matters for water conservation.” Water Resour. Res. 51 (1): 125–139. https://doi.org/10.1002/2014WR016301.
March, H., and D. Saurì. 2010. “The suburbanization of water scarcity in the Barcelona Metropolitan region: Sociodemographic and urban changes influencing domestic water consumption.” Prof. Geogr. 62 (1): 32–45. https://doi.org/10.1080/00330120903375860.
McNeil, D. 2020. “Coronavirus has become a pandemic, W.H.O. says.” Accessed May 24, 2021. https://www.nytimes.com/2020/03/11/health/coronavirus-pandemic-who.html.
Miyajima, M. 2013. “Damage to water supply pipelines in the 2011 Great East Japan earthquake.” In Proc., Int. Efforts in Lifeline Earthquake Engineering, 205–212. Reston, VA: ASCE.
Rousseeuw, P. J. 1987. “Silhouettes: A graphical aid to the interpretation and validation of cluster analysis.” J. Comput. Appl. Math. 20 (Nov): 53–65. https://doi.org/10.1016/0377-0427(87)90125-7.
Salvaggio, M., R. Futrell, C. D. Batson, and B. G. Brents. 2014. “Water scarcity in the desert metropolis: How environmental values, knowledge and concern affect Las Vegas residents’ support for water conservation policy.” J. Environ. Plann. Manage. 57 (4): 588–611. https://doi.org/10.1080/09640568.2012.756806.
Sanchez, G. M., J. W. Smith, A. Terando, G. Sun, and R. K. Meentemeyer. 2018. “Spatial patterns of development drive water use.” Water Resour. Res. 54 (3): 1633–1649. https://doi.org/10.1002/2017WR021730.
WHO (World Health Organization). 2020. “Pneumonia of unknown cause—China.” Accessed May 24, 2021. https://www.who.int/csr/don/05-january-2020-pneumonia-of-unkown-cause-china/en/.
Xenochristou, M., Z. Kapelan, and C. Hutton. 2020. “Using smart demand-metering data and customer characteristics to investigate influence of weather on water consumption in the UK.” J. Water Resour. Plann. Manage. 146 (2): 04019073. https://doi.org/10.1061/(ASCE)WR.1943-5452.0001148.
Zamenian, H., D. M. Abraham, and F. Mannering. 2020. “Household attitudes toward water rate increases based on perceptions of water service reliability and quality: An exploratory analysis.” J. Water Resour. Plan. Manage. 146 (12): 04020092. https://doi.org/10.1061/(ASCE)WR.1943-5452.0001306.

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Go to Journal of Water Resources Planning and Management
Journal of Water Resources Planning and Management
Volume 147Issue 11November 2021

History

Received: Jun 23, 2020
Accepted: Aug 16, 2021
Published online: Sep 11, 2021
Published in print: Nov 1, 2021
Discussion open until: Feb 11, 2022

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Associate Professor, Dept. of Engineering, Univ. of Ferrara, Via Saragat 1, 44122 Ferrara, Italy. ORCID: https://orcid.org/0000-0002-5690-2092
Marco Franchini
Professor, Dept. of Engineering, Univ. of Ferrara, Via Saragat 1, 44122 Ferrara, Italy.
Chiara Luciani
Research Assistant, Dept. of Engineering, Univ. of Ferrara, Via Saragat 1, 44122 Ferrara, Italy.
Irene Marzola [email protected]
Research Assistant, Dept. of Engineering, Univ. of Ferrara, Via Saragat 1, 44122 Ferrara, Italy (corresponding author). Email: [email protected]
Research Assistant, Dept. of Engineering, Univ. of Ferrara, Via Saragat 1, 44122 Ferrara, Italy. ORCID: https://orcid.org/0000-0002-4114-6829

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