Using Generalized Time Series Transfer Function Model for Automated Water Quality Monitoring
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초록
In this article we propose a generalized time series transfer function model and apply it to building a water quality monitoring algorithm (WQMA) and waste dumping simulation algorithm (WDSA). Our empirical experiments indicate that WQMA is quite effective against various dumping situations simulated by WDSA. In particular, it is interesting to report that WQMA might even identify furtive waste dumping such as dumping with rain.
Abstract
In this article we propose a generalized time series transfer function model and apply it to building a water quality monitoring algorithm (WQMA) and waste dumping simulation algorithm (WDSA). Our empirical experiments indicate that WQMA is quite effective against various dumping situations simulated by WDSA. In particular, it is interesting to report that WQMA might even identify furtive waste dumping such as dumping with rain.
참고문헌 (16)
- Abraham B, "Statistical methods for forecasting" (2005), John Wiley & Sons, Inc
- Martin RD, "Directions in time series", pp.228~254 (1980), Institute of Mathematical Statistics
- Guidelines and standard procedures for continuous water-quality monitors: site selection. Field operation, calibration, record computation and reporting, "Wagner R", U.S. Geological Survey, ~, pp.Water resources investigation report 00-4252 (2000)
- Kim G, "Case study for determination of a water level monitoring frequency for nationwide groundwater monitoring networks in Korea", J Hydrol, 342, pp.223~237 (2007)
- Vaseashta A, "Nanostructures in environmental pollution detection, monitoring, and remediation", Sci Technol Adv Mat, 8, pp.47~59 (2007)
- Mariolakos I, "Holistic methodology for water resources management in semi-acid regions", Case study in Mani (S Peloponnesus, Greece). Proceedings of the 10th Biennial Symposium on Artificial Recharge of Ground Water, pp.1~40 (2001)
- Luo Q, "Polybrominated diphenylethers in fish and sediment from river polluted by electronic waste", Sci Total Environ, 383, pp.115~127 (2007)
- Kobr M, "Geophysical survey as a basis for regeneration of waste dump Halde 10, Zwickau", Saxony. J Appl Geophys, 31, pp.107~116 (1994)
- Novotny EV, "Stream flow in Minnesota : indicator of climate change", J Hydrol, 334, pp.319~333 (2007)
- Mariolakos I, "Realtime monitoring on Evrotas River (Laconia, Greece): dissolved oxygen as a critical parameter for environmental status classification and warning", Desalination, 213, pp.72~80 (2007)
- Huck PM, "Water quality models using the Box-Jenkins method", J Env Eng Div ASCE, 100, pp.733~751 (1974)
- Jayawardena A. W, "Time series analysis of water quality data in pearl river, China", J Env Eng Div ASCE, 115, pp.590~607 (1989)
- Chapra S., "Surface water quality modeling" (1997), Mcgraw-Hil
- 송규문, "R을 이용한 이상점 탐지 알고리즘의 구현", 한국데이터정보과학회지, 22(3), pp.449~458 (2011), 한국데이터정보과학회
- Sawyer CN, "Chemistry for environmental engineering and science" (2003), McGraw-Hill
