2. Mourad M, Bertrand-Krajewski J (2002) A method for automatic validation of long time series
of data in urban hydrology. Water Sci Tech 45:263–270
3. EC (2010) SeadataNet data quality control procedures
4. von Asmuth J (2012) Groundwater system identification through time series analysis
5. von Asmuth J (2015) Kwaliteitsborging grondwaterstands- en stijghoogtegegevens: protocol
voor datakwaliteitscontrole (QC) KWR 2015.013. KWR Watecycle Research Insititute & TNO,
Nieuwegein
6. von Asmuth J, van Geer F (2015) Kwaliteitsborging grondwaterstands- en stijghoogtegegevens:
Systematiek en methodiek voor datakwaliteitscontrole (QC). KWR 2015.004. KWR
Watercycle Research Institute, TNO, Nieuwegein, Utrecht
7. von Asmuth J, Maas K, Knotters M, Bierkens M, Bakker M, Olsthoorn T, Cirkel D, Leunk I,
Schaars F, Asmuth D (2012) Menyanthes software for hydrogeologic time series analysis,
interfacing data with physical insight. Environ Model Soft
8. Beuken R, Moerman A (2017) Uniforme storingsregistratie (USTORE). Praktijkcode voor het
beheer van storingsregistratie van leidingnetten. KWR. PCD 9 2017, Nieuwegein
9. Paté-Cornell E (2012) On “black swans” and “perfect storms”: risk analysis and management
when statistics are not enough. Risk Anal 32(11):1823–1833
10. Lynggaard-Jensen A, Hansen H and Bertrand-Krajewski J (2012) Real time integrated monitoring system supporting new data validation methods – Methodology guidelines and examples
of application
11. Yoo C, Villez K, Lee I, Van Hulle S, Vanrolleghem P (2006) Sensor validation and reconciliation for a partial nitrification process. Water Sci Technol 53(4–5):513–521
12. Redman TC (1998) The impact of poor data quality on the typical enterprise. Commun ACM 41
(2):79–82
13. Alferes J, Tik S, Copp J, Vanrolleghem P (2013) Advanced monitoring of water systems using
in situ measurement stations: data validation and fault detection. Water Sci Technol:1022–1030
14. Makropoulos C, van Thienen P, Agudelo-Vera C (2018) Towards a roadmap for
hydroinformatics research BTO 2018.077
15. Tayi GK, Ballou DP (1998) Examining data quality. Commun ACM 41(2):54–57
16. Mutchek M, Williams E (2014) Moving towards sustainable and resilient smart water grids.
Challenges 5(1):123–137
17. Mudumbe MJ, Abu-Mahfouz AM (2015) Smart water meter system for user-centric consumption measurement. In: 2015 IEEE 13th international conference on industrial informatics
(INDIN)
18. Donhost MJ, Anfara VA (2010) Data-driven decision making. Middle Sch J 42(2):56–63
19. McAfee A, Brynjolfsson E, Davenport TH, Patil DJ, Barton D (2012) Big data: the management
revolution. Harv Bus Rev 90(10):60–68
20. Kitchin R (2014) Big data, new epistemologies and paradigm shifts. Big Data Soc 1(1)
21. Ackoff RL (1989) From data to wisdom. J Appl Syst Anal 15:3–9
22. Deming WE (1986) Out of the crisis, vol 88. MIT Press, Cambridge
23. Hargesheimer E, Conio O, Popovicova J (2002) Online monitoring for drinking water utilities
24. Ishikawa K (1986) Guide to quality control. Asian Productivity Organization
25. Shewhart WA (1931) Economic control of quality of manufactured product. Martino Fine
Books
26. English LP (2001) Information quality management: the next frontier. In ASQ world conference
on quality and improvement proceedings. American Society for Quality
27. Stausberg J, Nonnemacher M, Weiland D, Antony G, Neuhäuser M (2006) Management of data
quality – development of a computer-mediated guideline. Stud Health Technol Inform
124:477–482
28. Sobhani-Tehrani E, Khashayar K (2009) Fault detection and diagnosis. In: Fault diagnosis of
nonlinear systems using a hybrid approach. Springer, Berlin
A Bird’s-Eye View of Data Validation in the Drinking Water Industry of the. . .
107
of data in urban hydrology. Water Sci Tech 45:263–270
3. EC (2010) SeadataNet data quality control procedures
4. von Asmuth J (2012) Groundwater system identification through time series analysis
5. von Asmuth J (2015) Kwaliteitsborging grondwaterstands- en stijghoogtegegevens: protocol
voor datakwaliteitscontrole (QC) KWR 2015.013. KWR Watecycle Research Insititute & TNO,
Nieuwegein
6. von Asmuth J, van Geer F (2015) Kwaliteitsborging grondwaterstands- en stijghoogtegegevens:
Systematiek en methodiek voor datakwaliteitscontrole (QC). KWR 2015.004. KWR
Watercycle Research Institute, TNO, Nieuwegein, Utrecht
7. von Asmuth J, Maas K, Knotters M, Bierkens M, Bakker M, Olsthoorn T, Cirkel D, Leunk I,
Schaars F, Asmuth D (2012) Menyanthes software for hydrogeologic time series analysis,
interfacing data with physical insight. Environ Model Soft
8. Beuken R, Moerman A (2017) Uniforme storingsregistratie (USTORE). Praktijkcode voor het
beheer van storingsregistratie van leidingnetten. KWR. PCD 9 2017, Nieuwegein
9. Paté-Cornell E (2012) On “black swans” and “perfect storms”: risk analysis and management
when statistics are not enough. Risk Anal 32(11):1823–1833
10. Lynggaard-Jensen A, Hansen H and Bertrand-Krajewski J (2012) Real time integrated monitoring system supporting new data validation methods – Methodology guidelines and examples
of application
11. Yoo C, Villez K, Lee I, Van Hulle S, Vanrolleghem P (2006) Sensor validation and reconciliation for a partial nitrification process. Water Sci Technol 53(4–5):513–521
12. Redman TC (1998) The impact of poor data quality on the typical enterprise. Commun ACM 41
(2):79–82
13. Alferes J, Tik S, Copp J, Vanrolleghem P (2013) Advanced monitoring of water systems using
in situ measurement stations: data validation and fault detection. Water Sci Technol:1022–1030
14. Makropoulos C, van Thienen P, Agudelo-Vera C (2018) Towards a roadmap for
hydroinformatics research BTO 2018.077
15. Tayi GK, Ballou DP (1998) Examining data quality. Commun ACM 41(2):54–57
16. Mutchek M, Williams E (2014) Moving towards sustainable and resilient smart water grids.
Challenges 5(1):123–137
17. Mudumbe MJ, Abu-Mahfouz AM (2015) Smart water meter system for user-centric consumption measurement. In: 2015 IEEE 13th international conference on industrial informatics
(INDIN)
18. Donhost MJ, Anfara VA (2010) Data-driven decision making. Middle Sch J 42(2):56–63
19. McAfee A, Brynjolfsson E, Davenport TH, Patil DJ, Barton D (2012) Big data: the management
revolution. Harv Bus Rev 90(10):60–68
20. Kitchin R (2014) Big data, new epistemologies and paradigm shifts. Big Data Soc 1(1)
21. Ackoff RL (1989) From data to wisdom. J Appl Syst Anal 15:3–9
22. Deming WE (1986) Out of the crisis, vol 88. MIT Press, Cambridge
23. Hargesheimer E, Conio O, Popovicova J (2002) Online monitoring for drinking water utilities
24. Ishikawa K (1986) Guide to quality control. Asian Productivity Organization
25. Shewhart WA (1931) Economic control of quality of manufactured product. Martino Fine
Books
26. English LP (2001) Information quality management: the next frontier. In ASQ world conference
on quality and improvement proceedings. American Society for Quality
27. Stausberg J, Nonnemacher M, Weiland D, Antony G, Neuhäuser M (2006) Management of data
quality – development of a computer-mediated guideline. Stud Health Technol Inform
124:477–482
28. Sobhani-Tehrani E, Khashayar K (2009) Fault detection and diagnosis. In: Fault diagnosis of
nonlinear systems using a hybrid approach. Springer, Berlin
A Bird’s-Eye View of Data Validation in the Drinking Water Industry of the. . .
107