• PrefaceA critical review of the data pipeline: how wastewater system operation flows from data to intelligenceJean-David Therrien, Niels Nicolaï and Peter A. VanrolleghemA comprehensive review of deep learning applications in hydrology and water resourcesMuhammed Sit, Bekir Z. Demiray, Zhongrun Xiang, Gregory J. Ewing, Yusuf Sermet and Ibrahim DemirPerformance improvement of wastewater treatment processes by application of machine learningO. Icke, D. M. van Es, M. F. de Koning, J. J. G. Wuister, J. Ng, K. M. Phua, Y. K. K. Koh, W. J. Chan and G. TaoData analytics in control and operation of municipal wastewater treatment plants: qualitative analysis of needs and barriersS. Eerikäinen, H. Haimi, A. Mikola and R. VahalaMaking urban water smart: the SMART-WATER solutionGerasimos Antzoulatos, Christos Mourtzios, Panagiota Stournara, Ioannis-Omiros Kouloglou, Nikolaos Papadimitriou, Dimitrios Spyrou, Alexandros Mentes, Efstathios Nikolaidis, Anastasios Karakostas, Dimitrios Kourtesis, Stefanos Vrochidis and Ioannis KompatsiarisFault detection and diagnosis in water resource recovery facilities using incremental PCAPezhman Kazemi, Jaume Giralt, Christophe Bengoa, Armin Masoumian and Jean-Philippe SteyerUse of real-time sensors for compliance monitoring of nitrate in finished drinking waterChristopher S. Jones, Tianyi Li, Alex Sukalski, Darrin A. Thompson and David M. CwiertnyData integration for infrastructure asset management in small to medium-sized water utilitiesN. Carriço, B. Ferreira, R. Barreira, A. Antunes, C. Grueau, A. Mendes, D. Covas, L. Monteiro, J. Santos and I. S. BritoMulti-objective optimization of energy and greenhouse gas emissions in water pumping and treatmentIliana Cardenes, Afreen Siddiqi, Mohammad Mortazavi Naeini, Jim W. HallDevelopment of a biogas distribution model for a wastewater treatment plant: a mixed integer linear programming approachHarry Laing, Chris O'Malley, Anthony Browne, Tony Rutherford, Tony Baines, Mark J. WillisPredicting failures in electronic water taps in rural sub-Saharan African communities: an LSTM-based approachN. M. Offiong, Y. Wu, F. A. MemonExperiments of an IoT-based wireless sensor network for flood monitoring in Colima, MexicoO. Mendoza-Cano, R. Aquino-Santos, J. López-de la Cruz, R. M. Edwards, A. Khouakhi, I. Pattison, V. Rangel-Licea, E. Castellanos-Berjan, M. A. Martinez-Preciado, P. Rincón-Avalos, P. Lepper, A. Gutiérrez-Gómez, J. M. Uribe-Ramos, J. Ibarreche and I. PerezCapturing high-resolution water demand data in commercial buildingsPeter Melville-Shreeve, Sarah Cotterill and David ButlerA feasibility study of uninhabited aircraft systems for rapid and cost-effective plant stress monitoring at green stormwater infrastructure facilitiesKery Prettyman, Meghna Babbar-Sebens, Christopher E. Parrish and Jeremy Matthew Babbar-SebensData assimilation in hydrodynamic models for system-wide soft sensing and sensor validation for urban drainage tunnelsRocco Palmitessa, Peter Steen Mikkelsen, Adrian W. K. Law and Morten BorupTaking water efficiency to the next level: digital tools to reduce non-revenue waterJ. Cassidy, B. Barbosa, M. Damião, P. Ramalho, A. Ganhão, A. Santos and J. FelicianoAn ethical decision-making framework with serious gaming: a smart water case study on floodingGregory Ewing and Ibrahim DemirInteractive decision support methodology for near real-time response to failure events in a water distribution networkE. Nikoloudi, M. Romano, F. A. Memon and Z. KapelanControl theory-based data assimilation for hydraulic models as a decision support tool for hydropower systems: sequential, multi-metric tuning of the controllers Miloš Milašinović, Dušan Prodanović , Budo Zindović , Boban Stojanović and Nikola MilivojevićVisualisation of the combinatorial effects within evolutionary algorithms: the compass plotQi Wang, Miaoting Guan, Wen Huang, Libing Wang, Zhihong Wang, Shuming Liu and Dragan SavićFlood mitigation in coastal urban catchments using real-time stormwater infrastructure control and reinforcement learningBenjamin D. Bowes, Arash Tavakoli, Cheng Wang, Arsalan Heydarian, Madhur Behl, Peter A. Beling and Jonathan L. Goodall

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• PrefaceA critical review of the data pipeline: how wastewater system operation flows from data to intelligenceJean-David Therrien, Niels Nicolaï and Peter A. VanrolleghemA comprehensive review of deep learning applications in hydrology and water resourcesMuhammed Sit, Bekir Z. Demiray, Zhongrun Xiang, Gregory J. Ewing, Yusuf Sermet and Ibrahim DemirPerformance improvement of wastewater treatment processes by application of machine learningO. Icke, D. M. van Es, M. F. de Koning, J. J. G. Wuister, J. Ng, K. M. Phua, Y. K. K. Koh, W. J. Chan and G. TaoData analytics in control and operation of municipal wastewater treatment plants: qualitative analysis of needs and barriersS. Eerikäinen, H. Haimi, A. Mikola and R. VahalaMaking urban water smart: the SMART-WATER solutionGerasimos Antzoulatos, Christos Mourtzios, Panagiota Stournara, Ioannis-Omiros Kouloglou, Nikolaos Papadimitriou, Dimitrios Spyrou, Alexandros Mentes, Efstathios Nikolaidis, Anastasios Karakostas, Dimitrios Kourtesis, Stefanos Vrochidis and Ioannis KompatsiarisFault detection and diagnosis in water resource recovery facilities using incremental PCAPezhman Kazemi, Jaume Giralt, Christophe Bengoa, Armin Masoumian and Jean-Philippe SteyerUse of real-time sensors for compliance monitoring of nitrate in finished drinking waterChristopher S. Jones, Tianyi Li, Alex Sukalski, Darrin A. Thompson and David M. CwiertnyData integration for infrastructure asset management in small to medium-sized water utilitiesN. Carriço, B. Ferreira, R. Barreira, A. Antunes, C. Grueau, A. Mendes, D. Covas, L. Monteiro, J. Santos and I. S. BritoMulti-objective optimization of energy and greenhouse gas emissions in water pumping and treatmentIliana Cardenes, Afreen Siddiqi, Mohammad Mortazavi Naeini, Jim W. HallDevelopment of a biogas distribution model for a wastewater treatment plant: a mixed integer linear programming approachHarry Laing, Chris O'Malley, Anthony Browne, Tony Rutherford, Tony Baines, Mark J. WillisPredicting failures in electronic water taps in rural sub-Saharan African communities: an LSTM-based approachN. M. Offiong, Y. Wu, F. A. MemonExperiments of an IoT-based wireless sensor network for flood monitoring in Colima, MexicoO. Mendoza-Cano, R. Aquino-Santos, J. López-de la Cruz, R. M. Edwards, A. Khouakhi, I. Pattison, V. Rangel-Licea, E. Castellanos-Berjan, M. A. Martinez-Preciado, P. Rincón-Avalos, P. Lepper, A. Gutiérrez-Gómez, J. M. Uribe-Ramos, J. Ibarreche and I. PerezCapturing high-resolution water demand data in commercial buildingsPeter Melville-Shreeve, Sarah Cotterill and David ButlerA feasibility study of uninhabited aircraft systems for rapid and cost-effective plant stress monitoring at green stormwater infrastructure facilitiesKery Prettyman, Meghna Babbar-Sebens, Christopher E. Parrish and Jeremy Matthew Babbar-SebensData assimilation in hydrodynamic models for system-wide soft sensing and sensor validation for urban drainage tunnelsRocco Palmitessa, Peter Steen Mikkelsen, Adrian W. K. Law and Morten BorupTaking water efficiency to the next level: digital tools to reduce non-revenue waterJ. Cassidy, B. Barbosa, M. Damião, P. Ramalho, A. Ganhão, A. Santos and J. FelicianoAn ethical decision-making framework with serious gaming: a smart water case study on floodingGregory Ewing and Ibrahim DemirInteractive decision support methodology for near real-time response to failure events in a water distribution networkE. Nikoloudi, M. Romano, F. A. Memon and Z. KapelanControl theory-based data assimilation for hydraulic models as a decision support tool for hydropower systems: sequential, multi-metric tuning of the controllers Miloš Milašinović, Dušan Prodanović , Budo Zindović , Boban Stojanović and Nikola MilivojevićVisualisation of the combinatorial effects within evolutionary algorithms: the compass plotQi Wang, Miaoting Guan, Wen Huang, Libing Wang, Zhihong Wang, Shuming Liu and Dragan SavićFlood mitigation in coastal urban catchments using real-time stormwater infrastructure control and reinforcement learningBenjamin D. Bowes, Arash Tavakoli, Cheng Wang, Arsalan Heydarian, Madhur Behl, Peter A. Beling and Jonathan L. Goodall

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• PrefaceA critical review of the data pipeline: how wastewater system operation flows from data to intelligenceJean-David Therrien, Niels Nicolaï and Peter A. VanrolleghemA comprehensive review of deep learning applications in hydrology and water resourcesMuhammed Sit, Bekir Z. Demiray, Zhongrun Xiang, Gregory J. Ewing, Yusuf Sermet and Ibrahim DemirPerformance improvement of wastewater treatment processes by application of machine learningO. Icke, D. M. van Es, M. F. de Koning, J. J. G. Wuister, J. Ng, K. M. Phua, Y. K. K. Koh, W. J. Chan and G. TaoData analytics in control and operation of municipal wastewater treatment plants: qualitative analysis of needs and barriersS. Eerikäinen, H. Haimi, A. Mikola and R. VahalaMaking urban water smart: the SMART-WATER solutionGerasimos Antzoulatos, Christos Mourtzios, Panagiota Stournara, Ioannis-Omiros Kouloglou, Nikolaos Papadimitriou, Dimitrios Spyrou, Alexandros Mentes, Efstathios Nikolaidis, Anastasios Karakostas, Dimitrios Kourtesis, Stefanos Vrochidis and Ioannis KompatsiarisFault detection and diagnosis in water resource recovery facilities using incremental PCAPezhman Kazemi, Jaume Giralt, Christophe Bengoa, Armin Masoumian and Jean-Philippe SteyerUse of real-time sensors for compliance monitoring of nitrate in finished drinking waterChristopher S. Jones, Tianyi Li, Alex Sukalski, Darrin A. Thompson and David M. CwiertnyData integration for infrastructure asset management in small to medium-sized water utilitiesN. Carriço, B. Ferreira, R. Barreira, A. Antunes, C. Grueau, A. Mendes, D. Covas, L. Monteiro, J. Santos and I. S. BritoMulti-objective optimization of energy and greenhouse gas emissions in water pumping and treatmentIliana Cardenes, Afreen Siddiqi, Mohammad Mortazavi Naeini, Jim W. HallDevelopment of a biogas distribution model for a wastewater treatment plant: a mixed integer linear programming approachHarry Laing, Chris O'Malley, Anthony Browne, Tony Rutherford, Tony Baines, Mark J. WillisPredicting failures in electronic water taps in rural sub-Saharan African communities: an LSTM-based approachN. M. Offiong, Y. Wu, F. A. MemonExperiments of an IoT-based wireless sensor network for flood monitoring in Colima, MexicoO. Mendoza-Cano, R. Aquino-Santos, J. López-de la Cruz, R. M. Edwards, A. Khouakhi, I. Pattison, V. Rangel-Licea, E. Castellanos-Berjan, M. A. Martinez-Preciado, P. Rincón-Avalos, P. Lepper, A. Gutiérrez-Gómez, J. M. Uribe-Ramos, J. Ibarreche and I. PerezCapturing high-resolution water demand data in commercial buildingsPeter Melville-Shreeve, Sarah Cotterill and David ButlerA feasibility study of uninhabited aircraft systems for rapid and cost-effective plant stress monitoring at green stormwater infrastructure facilitiesKery Prettyman, Meghna Babbar-Sebens, Christopher E. Parrish and Jeremy Matthew Babbar-SebensData assimilation in hydrodynamic models for system-wide soft sensing and sensor validation for urban drainage tunnelsRocco Palmitessa, Peter Steen Mikkelsen, Adrian W. K. Law and Morten BorupTaking water efficiency to the next level: digital tools to reduce non-revenue waterJ. Cassidy, B. Barbosa, M. Damião, P. Ramalho, A. Ganhão, A. Santos and J. FelicianoAn ethical decision-making framework with serious gaming: a smart water case study on floodingGregory Ewing and Ibrahim DemirInteractive decision support methodology for near real-time response to failure events in a water distribution networkE. Nikoloudi, M. Romano, F. A. Memon and Z. KapelanControl theory-based data assimilation for hydraulic models as a decision support tool for hydropower systems: sequential, multi-metric tuning of the controllers Miloš Milašinović, Dušan Prodanović , Budo Zindović , Boban Stojanović and Nikola MilivojevićVisualisation of the combinatorial effects within evolutionary algorithms: the compass plotQi Wang, Miaoting Guan, Wen Huang, Libing Wang, Zhihong Wang, Shuming Liu and Dragan SavićFlood mitigation in coastal urban catchments using real-time stormwater infrastructure control and reinforcement learningBenjamin D. Bowes, Arash Tavakoli, Cheng Wang, Arsalan Heydarian, Madhur Behl, Peter A. Beling and Jonathan L. Goodall

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