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© 1998 Elsevier Science Ltd All rights reserved. Printed in Great Britain 0045-6535/98 $19.00+0.00 PII:

S0045-6535(98)00032-0

Development of Surrogate Organic Contaminant Parameters for Source Water Quality

Standards in Taiwan, ROC

E.E Chang 1, P.C. Chiang 2., and T.F. Lin 3

1: Department o f Analytical Chemistry, Taipei Medical College, Taipei, Taiwan, ROC.

2": Graduate Institute o f Environmental Engineering, National Taiwan University, Taipei, Taiwan, KOC. 3: Department o f Environmental Engineering, National Cheng-Kung University, Tainan, Taiwan, ROC.

(Received in Germany 22 October 1997; accepted 7 January 1998)

ABSTRACT

The objective of this research was to develop a rationale for selecting representative water quality parameters for organic contaminants and microorganisms and determining their respective contaminant level (or regulated value) for the source water quality standards in Taiwan. It was observed that chemical oxygen demand (COD) and total organic carbon (TOC) have strong correlation with UV254 in spite of the raw water which suggests, TOC and COD should be regarded as the surrogate parameters for water quality concerns. It was also proposed to implement 4.0 mg/L of TOC as a source water criteria at the present time and to adopt a more stringent value (2.0 mg/L of TOC ) in the next phase (at 2002). The total coliform regulated flora 10,000 to 20,000 most probable number (MPN)/100ml level appears to be the most economic and logical way to control trihalomethanes (THM) formation and disinfection efficiency at the water treatment plant in Taiwan. ¢"1998 Elsevier Science Ltd. All rights reserved

Key Words : Surrogate Parameter, Source Water Quality Standards, Total Organic Carbon, Chemical Oxygen Demand, Most Probable Number

INTRODUCTION

The quality of the drinking water source in Taiwan is deteriorating rapidly duo to water pollution and human activities. Environmental Protection Administration (EPA) of ROC is seeking cost-effective alternatives to meet the drinking water standards. The alternatives include promulgating more stringent regulations to protect the drinking water sources and/or constructing advanced water treatment plants in compliance with drinking water standards. The need of standards to screen source water for the public supply

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use is well recoL, niTed. The approach o f EPA is to set up a rational standard o f source water quality. When the source water quafity can not comply with the standards, EPA can push the water industry to refine the existing facilities or install advanced facilities to meet the requirements.

Although the available techniques can treat the raw water to meet the drinking water quality standards, it is wiser to find appropriate water resources prior to introduce the more advanced and complicated treatment techniques. Based on the factual considerations, it might be impossible to find an alternative water resource due to the lack o f water resource or the limit o f time and budget.

In 1992, the EPA reported the Enforcement Rules of Statute Governing Drinking Water, and Source Water Standards for Pubfic Supplies to proposes some provisions for flexible[ 1]. Thereafcer in 1994, the EPA proposed setting source water quality standards and monitoring frequency for selected the contaminants [2-5]. The objective o f this research was to develop a rationale for selecting representative water quality parameters for organic contaminants and microorganisms and determining their respective contaminant level (or regulated value) for the source water quality standards in Taiwan.

F A C T O R S CONSIDERED IN AMENDING SOURCE W A T E R Q U A L I T Y STANDARDS

In selecting representative water quality parameters for source water criteria, the following factors must be considered as (1) a representative indicator for water pollution; (2) a long term toxic substance and (3) a feasible or enforceable parameter for command and control. In determining the regulated values for the above representative parameters, (1) the regulated values of other countries, (2) the existing and future drinking water standards, (3) background data o f the existing raw water quality, (4) the existing water treatment processes in Taiwan and (5) administrative and analytical problems encountered during execution of the source water criteria must he considered. More detailed considerations on selecting the representative water quality parameters and determining their respective regulated values were summarized as follows:

1.Source Water Quality Standards from Nations around the World

Industrialized countries around the world and many regional or worldwide organiTations (such as the USA, EEC and Japan) have already amassed a wealth of information in the scientific communities regarding source water quality [6,7]. It is necessary to compare the available numerical limits from various developed countries. Source water criteria from other countries should be tabulated for comparison purposes. As a result, this base-line formation is an important source to be considered in drawing up our national source water quality standards.

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Since the combined indicators for pollution from humans are not directly related to human health and are mainly used for evaluating the extent of water pollution, the limit values for combined indicators "should be based on backgrounds, every country establishes its own water quality standards based on special domestic needs and characteristics. A fifll analysis o f relevant background information on source water and treated water is the key factor in understanding how well actual water quality meets established quality standards. Any toxic substances in the source water, which cannot be removed by conventional water treatment processes, must have the same limit as the drinking water standard. The source water criteria for heavy metals from the USA, EC and Japan were determined based on the aforementioned principle [2-6,8].

3.Analytical and Monitoring Methods

The number of regulated chemical, microbiological and physical agents listed in the drinking water quality standards has increased. Sit, nificantly, the appropriate analytical and monitoring methods are urgently to be provided by the government agency. When determining the feasibility of analytical and monitoring methods, consideration must be given to precision, accuracy, representation, comparison, and completeness. Laboratory facilities, operational techniques, and expenditure of both time and money must also be considered before deciding on selecting the best methods in each case.

4.Water Purification Technologies

Most water purification facilities in the ROC still rely on traditional treatment methods, i.e., the addition of alum as a coagulant, the use o f filtration, and the addition of chlorine as a disinfectant. The efficiency o f these methods for meeting the target water quality parameters must be taken into consideration when establishing standards. Purification technologies must be improved in order to raise the quality, of water available for consumption. The cost o f these technological improvements is an additional thctor to be considered in designing new standards.

5.Cost effectiveness Analysis

Final source water quality standards may ultimately be established by pertbrming cost-effective analyses. For such an analysis, all life cycle costs, health and portability, and their effects on construction and operating costs must be considered. Operating costs are directly affected by expanded facilities, revised opera.'ing procedures, increases in laboratory personnel, the development of new water sources, and the acqutsition o f land and facilities. In addition, other factors to which monetary worth is attached, such as public opinion, environmental impacts and the effects on the community, must be evaluated.

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DEVELOPMENT OF SOURCE W A T E R QUALITY STANDARDS

The above factors must be assessed and carefully considered before new standards are set, At this juncture, source water quality standards in Taiwan are established through a procedure o f evaluation by experts and scholars in a technical committee as shown in Figure 1. Since changes to the source water quality standards have far-reaching effects, the technical advisory committee should be solicited to ensure that the new regulations will be through, realistic, and professional. The recommendations of the public and scientific experts are compiled and carefully considered so that there will be greater support behind the new regulations.

I

Engineering Aspects

Collect Relevant Literatures I

¢

i: Technical Advisory Committee • Confirmation of rationale to develop source

water quality standard.

Assessment of criteria classifications. Factors to be considered.

I: Selections of Regulated Parameters • Comparisons of Source Water Quality

Standards in different countries. Significance of Water Quality Index. Health-related chemical substances.

the Preliminary Source Water Quality Standards I Proposed

P

Environmental Aspects Economic Aspects • Analytical method.

• Treatment plant performance evaluation.

• Source Water Quality Standards in the developed nations. • Base-line information on

domestic source water. • Future drinking water

quality standards.

oCapital, operation and maintenance cost. •Cost-effectiveness

analysis.

Prepare Round Table Discussion (Advisory Committee)

Establish Drinking Water Quality Standards and Implementation Plants

Obtain Approval Plan

Proclaim New Drinking Water Quality Standards

Figure 1. Administrative procedures to Amend Source Water Quality Standards.

In June o f 1975, the Council of European Communities (EC) adopted a Council Directive for the Member States concerning the required quality of surface water intended for the abstraction of drinking water.

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The EC Directive divided raw water quality criteria into three classes according to the respective water treatment methods [7]. In April o f 1970, the Water Quafity Committee o f the Japanese Living Environment Council published Water Quality Standards for Water Resources Area to protect raw water quality as well as public health [8]. Similar to the EC Directive, Japanese raw water standards were divided i~to three classes according to the type o f water purification process. In 1971, the United States Public Water Supplies Panel at the request o f the USEPA proposed WATER QUALITY CRITERIA for raw water [2-5]. The raw water quality criteria o f the USA were established based on water treatment processes which are similar to Class 2 o f the EC Directive stated previously.

To simplify the administrative procedure, it is recommended that the implementation o f source water criteria be separated into two stages. In the first stage, source water criteria will be established and enforced for a water treatment plant equipped with conventional treatment processes. The conventional water treatment processes consist ofcoagnlation, ftocculation, sedimentation and disinfection. Source water criteria established in the first stage will be similar to those of the USEPA except that only representative items with less stringent limits ~ be adopted due to deterioration of national source water sources. In the second stage, criteria will be established for different classes according to treatment processes. The criteria classifications adopted by Japan and EEC can be used as references in the second stage. The second stage will be started after a satisfactory execution o f Stage I criteria.

D E T E R M I N A T I O N S O F SURROGATE P A R A M E T E R S FOR O R G A N I C C O N T A M I N A N T S

Some organic compounds commonly found in water, such as li~nin, tannin, humic substances, and various aromatic compounds, strongly absorb ultraviolet (UV) radiation. UV absorption is a useful surrogate measurement o f selected organic constituent in f~esh water [9-11]. Strong correlation may exist between UV absorption and organic carbon content, color, and precursors o f trihalomethanes (THMs) and other disinfection by-products [12]. Specific absorption, the ratio of UV absorption to organic carbon concentration, has been used to characterize natural organic matter [12-14]

The chemical oxygen demand (COD) is used as a measurement o f the oxygen equivalent o f the organic matter content in water that is susceptible to oxidation by a strong chemical oxidant, such as nitrogen and iaorganics. For samples from a specific source, COD can be related empirically to BOD and total organic carbon (TOC). The COD measurement is very useful for monitoring and control after its correlation has been established.

TOC is a more convenient and direct expression of total organic content than either BOD or COD. Recently, the influent TOC were used to evaluate the effects o f DBP control strategies. Philip C. Singer et. al. [ 15] suggested that chlorine consumption was a reasonably good indicator of the extent of DBP production.

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In our previous study [ 16--18], it was found that chlorine dose, chlorine contact time, TOC and UV254 would have s/~ificant impact on statistical THM model As a result, in this research work, it was intended to collect and evaluate surface water quality data, including Ch demand, COD, TOC, UV25~ and DBPFP for establishing suitable source water, from the major water treatment plant in Taiwan.

Raw water samples were collected from six large water treatment plants from Nov. 1994 to May 1997. TOC, COD, chorine demand, UV254,tr~alomethane formation potential, and humic substance were conducted in raw water sample. All analysis, useless otherwise noted, were performed according to the 19 ~ edition of Standard Methods.

In Figure 2, the results show that chlorine demand may have much stronger correlation with TOC and COD than either UV254 or humic substance (r < 0.60). Chlorine can add to olefins and other double-bond- containing organics, these reactions were related to UV254 and humic substaace. However, chorine can also oxidize the reduced inorganic species and substitute chemical substrates and resulted in having non-significant correlation o f

UV7.54

and humic substance. In Figure 3, it was evident that the correlation existing between total organic carbon with

~V254

and humic substance which could be interpreted by the fact that the constant portions of donhle-bond or aromatic compounds to the organics in the raw water were observed.

5 0 30 ,-~ 4.0 (a)r = 0.8107 25

. . . .

• • O I Q O 2.0 . 4 ~ m D o • • • • I 15

all o"" "

I

' ° 1.0 O 0 5 0.0 r g O 0 (b) r = 0.5869 o • ~ I • ~Ommdm, O • O • • • • • [ 0 5 10 15 0 5 lO 15

Ch demand (nag/L) Ch demmd (nag/L)

00 005[__

(c) r = 0 . 5

[

97 ~ 15 • (d) r = 0.5759 • . • . . . " "~ 003 o ~ 1o • • 0.02

ll.

"

0.01 oqD o • ' 5 o • 0 - ~ ~ ~ , 0 ---- , ~ h 0 2 4 6 8 10 12 0 2 4 6 8 10 12 C12 d e m ~ d (rag/L) C12 d e m m d (rag/L)

Figure 2. Results o f correlation between chlorine demand and other parameters: (a) TOC, (b) COD, (c)

U~254,

(d) humic substance.

Figure 4 also present COD has strong correlation with

UV254 (or

humic substance) in spite of the raw water which suggest, COD should be regarded as a surrogate parameter for water quafity concerns.

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0.045 O. 040 0.035 8 0.030 ~ 0.025 ~ 0,020 ~ 0.015 0.010 0.005 O. 000 20 r = 0.9322

(a)

• U • 0 0 • 0 f 0 0.2 0.4 0.6 0.8 1 TOC ( m ~ ) 1.2 1.4 18 16 14 > mlO

~ 8

r = 0.8080

(b)

. 0 O • • 0 0.5

TOC (ling/L)

1.5

Figure 3. Results o f correlation between total organic carbon and other parameters: (a) Lrv254, (b) humic substance.

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0,050 ~ 0.040 "~ 0.030 r~ < 0.020 ~ 0.010 0.000 0 0 (a) r = 0.9322o • • • • • ~ ~1 _~.v10>~1520 ~ , ,

%5

d ~ L 0 0.5 1 TOC (mg/L) (b) r = 0.8080 • o f

. a . ' "

w 0.5 I 1.5 TOC (mg/L) 2

Figure 3. Results of correlation between total orgamc carbon and other parameters: (a) UV254, (b) humm substance. 0.040 0.030 ~, 0.020 ~ 0.010 0.000 (a) r = 0.72o37o ° o O M • O

t

]i2°[

~ 1 5 (b) r = 07914 O ° O o • lO o e

% 5

•~o

•e

0 - T t 0 5 10 0 5 10 COD (mg/L) COD (mg/L)

Figure 4. Results o f correlation between chemical oxygen demand and other parameters: (a) UV254, (b) humic substance.

D E T E R M I N A T I O N S O F R E G U L A T E D S T A N D A R D S F O R C O D A N D T O C

Total coliforms, COD and TOC are potential contaminants contributed by microbial communities and human activities. The criteria or regulated standards for these surrogated parameters, i.e., total coliforms, COD and TOC have to be comprehensively evaluated based on the nationally and internationally available information. Table 1 and Figure 2 present the results of TOC, chlorine demand and COD analyses in source water measured at the Taipei Municipal Water Treatment Plant and the major water treatment plants in Taiwan Province from 1995 to 1997, respectively. It was observed approximately 90% o f TOC were less than 3.0mg/L source waters exhibited a higher chlorine demand (>5 rag/L), there also existed TOC concentrations greater than 2.0 mg/L which normally possess a higher potential for forming THMs as shown in Figure 5.

Figure 6 depicts the relationship between TOC and THM formation at fixed chlorine dose (2.0 rag/L). Results indicate that the formation of THMs increases with TOC [19]. Moreover, at a contact time of 40 minutes, when TOC = 4 mg/L, the concentration of TFIMs is approximately double the concentration when TOC = 3 mg/L To stay within the allowable level of THM for KOCEPA drinking water quality standard (100 pg/L), the TOC concentration prior to the application of disinfectant should be kept under 3 mg/L.

Recently, the USEPA Disinfectant/Disinfection by-product rule requires the use of enhanced coagulation by utilities to treat surface water containing TOC concentrations above a certain level. The Information Collection Rule also suggested that TOC measurement in the bench or pilot-scale studies on

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~anular activated carbon or membrane filtration must be conducted to determine whether they are subject of performing the disinfection by-products precursors removal treatment. As a result, the regulated limit o f TOC parameter for disinfection by-products concern was set at 4.0 mg/L (up-to-date) and 2.0 mgfL (at 2002), respectively, which would provide a guideline for KOCEPA [20] to assess her enforceable potency by promulgating these standards. With this available back-ground information obtain from our three years of research work, it might be proposed to adopt 4.0 mg/L o f TOC as a source water criteria at the present time and to adopt more stringent value (2.0 mg/L of TOC) in the next phase as stated in Table 2.

Table 1 Analysis o f TOC, COD and C12 demand in Raw Water Quality from October 1995 to May 1997.

Plants Average (rage/L) Range (rag/L) . RSD (%) n

TOC COD C12" TOC COD C12" TOC COD C12' -

demand demand demand

C 1.32 4.88 2.96 0.59,--273 1.1-1432 0.61~8.53 36.70 25.66 64.70 22 U 0.83 2,19 1.89 0.14--1.35 ND'*--4.74 0.90--3.36 25,52 53.99 3339 19 L 2.58 8.68 7.12 1.42-7.20 2.98-,42.58 2.31-15.40 45.42 94.91 43.79 22 N 1.10 3.35 2.65 0.63-3.16 1.49-8.68 1.15-8.74 72.28 72.18 91.90 9 S 1.00 3.33 1.72 0.44~1.90 1.90-6.96 1.18-2.35 42.37 55.85 26.25 9 D 2,69 14.48 3.41 4.96--58.58 4.96~58.58 1.27-6.86 82.17 124,47 51.68 8 * : Contact time (Cl2 demand) : 24 hours

** " MDL (COD)" 0.85 mg/L 3.0 2.5 ~ 2 . 0 z.5 1.0 0.5 0.0 0.05 0.04 "~ 0.03 < 0.02 0.01 0.0~4 12 10 > 8 ¢7 6 2 0 (a) r = 0.7523 ' (b) r = .7710 0 ' | i i I ' ( c ) r = 0.6116 20 40 60 80 THMFP Otgc'L) 0 100 120 140 160

Figure 5. Results o f correlation between THMFP and other parameters: (a) TOC, (b) UV25~, (c) humic substance.

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140 120 ~-~100 80 ~" 40 20 0 t , 0 10 20 30 40 50 60 70

Contact ttme (rain)

kr 1

It TOC=lmg/L --/~TOC=2mg/L at TOC=3mg,/L ~ T O C = 4 m g g ' L ---O-TOC=Smg/L

Figure 6. Effective o f TOC on THM formation for applied chlorine dose = 2.0 mg/L and the rectangul~ chlorine contact chamber of L/W ratio = 20.

In order to make a compromise between THM formation and disinfection efficiency, the allowable level of TI-IMs was set at 0.1 mg/L (including chloroform, bromodichloromethane, dibromochioromethane and bromoform), a level which is based on the drinking water standards of ROCEPA. Acceptable disinfection efficiency was set at 99.99% inactivation of the total coliform count (the average level o f coliform measured in raw water is about I0,000 MPN/100 mL), which would also meet the ROCEPA standards. In Table 3, a 99.99% kiU is achieved at those conditions shown within the t~amed region. The T H M concentration and disinfection efficiency associated with a given contact time, and applied chlorine dose were also presented in Table 3. This information can be used to determine the applied chlorine dose needed to meet a specified degree o f inactivation and T H M level (P.C. Chiang et. aL, 1997).

It is noted that under these conditions, the plant is able to maintain an acceptable level of residual chlorine (0.5 rag/L) and THMs (60 ~tg/L) which is a more stringent standard in the future. This evidence provides the referenced background information to set the regulated value of total coliform for ROC source water quality as presented in Table 4. Similar discussions and methodologies to generate source water criteria for the COD water quality parameters were shown in Table 5.

C O N C L U S I O N S AND R E C O M M E N D A T I O N S

Due to the unique geographical and socio-ecunomicaJ situations in Taiwan, its raw water resources are prone to various contaminants. It is necessary to establish and enforceable buffer zone for source water so as to minimize non-point source pollution. The other measure is to use groundwater recharge as a means to pre- purify waters of high levels of contaminants. In addition, the Environmental Protection Administration (EPA)

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of ROC has decided to promulgate more stringent regulations to protect the drinking water sources and/or construct advanced water treatment plants to comply with the requirements of drinking water standards. Therefore, it is necessary to develop the surrogate organic concentration parameters and their respectively regulated values for source water quality standards.

Table 2 Background Information Pertaining to Determin~ Item Referenced Sources of Water Quality

Criteria the Criteria Statistics

Total Organic Carbon, (TOC, mg/L) Required by US EAP ICR Rule, effective 2002. Currently required by US EPA ICR Rule. in Taiwan, ROC 1. All raw water

samples of Taiwan Water Plant met this criteria. 2.20% o f TOC

samples exceeding this valuek 1. All raw water

samples of Taiwan Water Plant met this criteria. 2. 3% o f TOC

samples exceeding this value 1

tion of Source Water Quality Standard for TOC. Evaluations of Discussions and

geconmaendations Water Treatment Facilities 1. It is still tmcertain that conventional water treatment processes are effective in TOC removal. 2. According to the 1995-1997 study plan for six major water plants, approximately 10- 65% of TOC removal efficiency was estimated for conventional water treatment processes.

1. It is doubtful that the laboratories in the water plants and local environmental agencies are capable of performing the TOC test.

2. The TOC values of raw water from Cheng-Ching Lake Water Plant were mostly less than 4 rag/L, but THM were mostly higher than 40 lag/L. 3. It is recommended to

adopt 4 mg/L as national criteria.

Statistical values o f samples taken from 6 water plants between ! 994-1997 and analyzed for TOC (n=37).

Table 3 Dininfcction Etticienc]/and TI-IM Formation Durinl~ Chlorination at TOC = 3 mg/L.

Contact time (rain) Applied Chlorine (rag/L)

0.5 1.0 1.5 20 99.40* 99.96 99.98 (3.54)** (7.08) (8.85) 30 99.94 99.98 99.99 (5.22) (10.45) (13.06 40 99.97 99.99 99.99 (6.85) (13.70) (17.13 50 99.98 99.99 99.99 (8.42) (16.85) (21.06 *:Disinfeaion etticiencyin%ldlL

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Table 4

Item

Total Coliform, (MPN/IOOmL)

Background Information Pertaining to Determination of Source Water Quality Standard for Total Coliform Referenced Criteria i00 10,000 20,000 Sources o f the Criteria *Category B o f gOC National Water Classification *Canadian raw water criteria *Class HI o f Japanese raw water criteria *Category B of KOC National Water Classification (P, OC) Raw water criteria from USA i Water Quality Statistics in Taiwan, ROC Approximately 20% o f major raw water sources in Taiwan cannot meet this criteria (based on the annual average value)

Approximately 15% of major raw water sources in Taiwan cannot meet this criteria (based on the

annual average value) 49 major raw water sources in Taiwan meet this criteria (based on annual averal~e value) Evaluations of Water Treatment Fadfities 1. Effectively removed by filtration & disinfection processes. 2. Removal efficiency enhanced by pre- chlorination. 3.97.3% o f water plants in Taiwan equipped with disinfection process, 77% of water plants (using surface water source) equipped with filtration and disinfection processes. Discussions and Recommendations 1. if20,000 MPN/100 mL is adopted as national criteria, it may require additional disinfectant resulting in increase of

In this investigation, it was observed that COD and TOC have strong correlation with UV254 (humic substance and chlorine demand) in spite o f the raw water which suggests, TOC and COD should be regarded as the surrogate parameters for water quality concerns. With this currently available information, it was proposed to implement 4.0 mg/L of TOC as a source water criteria at the present time and to adopt a more stringtmt value (2.0 mg/L o f TOC) in the next phase (at 2002). The total coliform regulated from 10,000 to 20,000 MPN/100ml level appears to be the most economic and logical way to control THM formation and disinfection efficiency at the water treatment plant in Taiwan.

disinfection by- products in the. finishing water. 2. ffS,000 MPN/100

mL is adopted, many raw water sources cannot meet in this criteria resulting in compliance problems. Therefore

10,000 MPN/100 mL is recommended at the present time

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Table 5 Item Chemical Oxygen Demand, (COD, rag/L)

Background Information Pertaininl~ to Deteimiiiafion o f Source Water Qualit~ Standard for COD. Referenced Criteria 20 25 130 Sources o f the Criteria Class 1A o f France raw water criteria Class 2A o f [France raw water criteria' Class A3 o f EC raw water criteria

Water Quality Statistics in Taiwan, ROC . Based on annual

average, approximately 10% o f major raw water sources in Taiwan exceeding this value

2.4% o f COD samples exceedin~ this value 1 1. Based on annual

average, appro~dmately 6% of major raw water sources in Taiwan exceeding this value (3 plants)

2. 4% o f COD samples exceedin~ this value l 1. Based on annual

average, approximately 4% o f major raw water sources in Taiwan exceeding this value 2. 4% o f COD samples

exceeding this value ~

Evaluations o f Water Treatment Facilities 1. It is still uncertain that conventional water treatment processes are effective in COD removal. 2. According to the 1995-1997 study plan, approximately 20-70% o f COD removal was e~imated for three major water plants in noah, middle and south Taiwan. Discussions and Recomm~dafions 1. The CODvalue of raw water s closely related to the chlorine demand.

2. In most cases, the raw water quality in Taiwan can meet any o f these three values. 3.1t is recommendec

to adopt 25 mg/L as raw water criteria for surface sources at the present time and to adopt a more stringent value (20 nag/L) in the next phase. (criteria for groundwater sources ~ be evaluated separatedly) Statistical values o f samples taken t~om 6 water plants between 1994-1997 and analyzed for COD (n=47).

R E F E R E N C E S

1. J.H. Yeh, M.H. Hsu, E.E. Chang, and C.P. Huang, Development o f Statute Governing Drinking Water and Strategic Plan for Drinking Water Research in ROC. Proceeding 3 "~ Internatiorml Workshop on Drin~ng Water ~uality MaruTgement and Treatment Technology, March 5-6, 1997, Taiwan, ROC. 103-117,

(1997).

2. USEPA. Disinfectants/Disinfection By-Products Rule. July 29, (1994).

3. USEPA. Enhanced Surface Water Treatment Rule. July 29, (1994).

4. USEPA. Information Collection Rule. Feb. I0, (1994).

5. USEPA. Optimizing Water Treatment Plant Performance using the Composite Correction Prograr~

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6. Council of the European Communities. Council Directive of 16 June 1975 Concerning the Quality Kequired of Surface Water Intended for the Abstraction of Drinking Water in the Member States. Official Journal

of the European Communities, OJ No L 194, 25, 7. 1975, 26-31, Luxembourg. (1975).

7. National Academy of Sciences - National Academy of Engineering. Water Quality Criteria. A Report of the Committee on Water Quality Criteria, at the Request of and Funded by the Environmental Protection Agency, Washington, D.C., (1972).

8. Institute of Pubfic Health. Water Quafity Standards. Tokyo, Japan. (1970).

9. l~A. Dobbs, Pd-L Wise, and I~B. Dean, The Use of Ultraviolet Absorbance for Monitoring the Total Organic Carbon of Water and Wastewater. Water Res. 6, 1173, (1972).

10. A.L. Wilson, Determination of Fulvic Acids in Water. J. AppL Chem. 9, 501, (1959).

11. A.L. Copper, and J.C. Young, Chemical Non-specific Organic Analysis. In I~A. Minear and L. Keith, eds.

Water Analysis, Vol. 3., Academic Press, New York, N.Y. (1984).

12. J.K. Edzwald, W.C. Becker, and I~L. Wattier, Surrogate Parameters for Monitoring Organic Matter and THM Precursors. J. Amer. Water Work Assoc. 77, 122, (1985).

13. E.M. Thurman~ Organic Geochemistry of Natural Waters. Martinus NijhoflTDr. W. Junk Pubfishers, Dordrecht, Netherlands. (1985 ).

14. D.M. Owen, G.L. Amy, and Z.IC Chowdhury, Characterization of Natural Organic Matter and Its Kelationship to Treatability, 90631, AWWA Research Foundation and American Water Works Assoc., Denver, Colo. (1993).

15. P.C. Singer, A. Obolensky, and A. Greiner, DBPs in Chlorinated North Carolina Drinking Waters. J.

Amer. Water Works Assoc. 84, 83, (1995).

16. E.E. Chang, S.H. Chao, P.C. Chiang, and J.F. Lee, Effects of Chlorination on THMs Formation in Raw Water. Toxicol. Environ. Chem., 56, 211-225, (1996).

17. E.E. Chang, P.C. Chiang, and Y.C. Chou, Drinking Water Quality Standards: Establishment and Implementation. Proceeding of 2 "d International Workshop on Drinking Water Quality Management and

Treatment Technology, May 9-10, 1996, Taiwan, ROC (1996).

18. E.E. Chang, Rational Study on Establishing National Source Water Quality Standards. ROC EPA-86-

,]102-09-07 (1997).

19. P.C. Chiang, E.E. Chang, Y.W. Ko, and J.C. Lou, Balancing Disinfection Efficiency and THM Formation During Chlorination: Theoretical Considerations. Can. J. Chem. Eng., 75, (1997).

數據

Figure  1. Administrative procedures to  Amend Source Water Quality Standards.
Figure 2.  Results o f  correlation between chlorine demand and other parameters: (a) TOC,  (b) COD, (c)  U~254,  (d) humic substance
Figure 3.  Results o f  correlation between total organic carbon  and  other parameters:
Figure  3. Results  of correlation between total orgamc carbon and other parameters:  (a)  UV254,  (b) humm  substance
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The first row shows the eyespot with white inner ring, black middle ring, and yellow outer ring in Bicyclus anynana.. The second row provides the eyespot with black inner ring

We are not aware of any existing methods for identifying constant parameters or covariates in the parametric component of a semiparametric model, although there exists an

Receiver operating characteristic (ROC) curves are a popular measure to assess performance of binary classification procedure and have extended to ROC surfaces for ternary or

• Develop motor skills and acquire necessary knowledge in physical and sport activities for cultivating positive values and attitudes for the development of an active and

Continue to serve as statements of curriculum intentions setting out more precisely student achievement as a result of the curriculum.

The difference resulted from the co- existence of two kinds of words in Buddhist scriptures a foreign words in which di- syllabic words are dominant, and most of them are the

Microphone and 600 ohm line conduits shall be mechanically and electrically connected to receptacle boxes and electrically grounded to the audio system ground point.. Lines in

• As n increases, the stock price ranges over ever larger numbers of possible values, and trading takes place nearly continuously. • Any proper calibration of the model parameters