Vol.
18
No4
2017
JOURNAL
of
ENVI
RONMENTAT
PROTECTION
AND
TCOLOCY
Oflicial Journal of the Balkan Environmental Association
Editorisl Bo{rd
Honorory and Founding Editor
Vosniakos F., Creece Ediror-in Chief Ivanov S. K.. Bulg6ria Associole Edirot Nikolaou K.. Greece
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XXI,l(IITIIII YI!iTTTIITI IIIIIIIIIII r11rrIIirrilr Itrtttttrrlt ttttttrrllllllilll llttllllrti rrtttllrlii rrtarrtJournal ofEnvironmental Protection and Ecology is the official joumal of B.EN.A. for the pro-tection ofthe environment and the sustainable development focusing especially in the Balkans and
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InformationThe Journal of Environmental Protection and Ecologt, Vol. 19 (Nos 1,2, 3, 4)
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rssN
13t1-5065Ait'pollution
S. BORZA, M. INTA. MultirriteriaAnalysis ofAir Pollution in Urban Envircnment due to Road G. GUNES, E. BOZKURTKOPUZ, S. SONMEZ,N. CAKIR.lndoorConcenhahonsolPMr/PM,5
in Mannara Umversrty Llbrary Istanbul
...
...-.l3ll
L. S. HUANG. Assessment of Indoor Environmental Qualiry in Classroom in Elementary
Schools..
l3l9
CHENG-CHIEN KUO, YI-CHE WANG, HONG-CHAN CHANG, IYUN-SIAN WU. Regional Co-generation Energy Dispatch Using a Dual Objective Improved Particle Swarm Optimisation
Algorithm Taking into Account Both Economy and
8nvironment...
1328A. Y CETINKAYA, S. L. KUZU. Dispenion Modelling ofVolatile Organic Compound Emissions
ftom Atakoy Wastewater Treatment Plant in Istanbul
...
1337Emission reduction
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micr.o-cogeneration systemXU JUAN, YANXUE
LI.
Evaluation of Primary Energy Saving and Environmental Benefit Potential Performance ofMicro-cogeneration System Considering Both Plant and Demand SideCharacteristics
C. SCRIBA, E. C. MUSAT, E. A. SALCA, V D. CIOBANU. Influence of Energy Willow Crops on Soil Features in the Case ofa Contaminated Land...
Industrial pollution
C.-E. PREDA. Sulphur Pollution of Soils in the Doicesti Steam Power Plant Area
Water pollution
QI SHAOQUN, XIALISHUANG, WAN LUHE, ZHANGYUWEI. Design and Implementation
ofDistribution System for Water Enyironmental Pollutants
.
t360R. BOSTAN, M. POPA, S. VARVARA. Consideration Regarding the Removal of Ammonium
from Wastewaters Using Natural Zeolite fiom Rupea-Brasov
(Romania)...
1372N. O. VRINCEANU, D. M. MOTELICA, M. PREDA,
V
TANASE. Assessment of Copperand Lead Removal from Aqueous Solutions by Romanian
Bentoniles...
1380M. L. VICA, D. POPA,M. GLEVITZKY, C. SISERMAN, H. V MATEI. Quality of Drinkable
Water Springs in Two Alba County Regions
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Comparative Study ... 1389 Soil pollutionS. MASU, E. GRECU, M. POPA, I. ONCIOIU. Aspects rn siru Oil Polluted Soil
Phyoreme-diation with Pasture Plants... 1398
1403
14lL
Risk assessment
M. BABAU, V. MICLE, G. E. DAMIAN, S. VARVARA. Health tusk Assessment Analysis in
Two Highly Polluted Mining Areas from Zlatna (Romania)...
l4l6
Ecologt
R. TUNCTURK, M. TUNCTURK. Study on Effects of Different Sulphur Doses on Yield and
Quality of Saffiower (Carthamus tinctorias L.)
Cultivars...
1425 G. O. ERGUVEN, N. YILDIRIM. Persistence ofTwo Sulphonylurea Herbicides in Wheat PlantedField, Thrace Region in Turkey
...
1432M. BRANKOY V DRAGICEVIC, M. SIMIC, M. FILIPOVIC, M. KRESOVIC, V MANDIC.
Diminishing Herbicide Shess in Maize Inbred Lines by Application ofFoliar Fertiliser
...
1440M. T. ESETLILI, B. C. ESETLILI, S. CZARNECKI, M. TEPECIK,
Y
KURUCU, R.-A.DURING, D. ANAC. Multicriteria Approach to Determine Potential Organic FarmingAreas in Aliaga Basin Covering Multi-purpose Used
Lands...
1450X. L. ZHAO, Z. B. WANG, H. JIANG, H.
Y
DU,Y
L. CAI. Adaptability Study on LeafDevelopment ofGreening Tree Species to Coastal Saline
Land...
146lN. TURKOGLU, A. OZUDOGRU, M. FIRAT,
N.
KESKIN, B. TUNCER. Exploralion of Effects of Bleeding Water of Grapevine on in vitro Germination of Single-point EndemicLophanthus turcicus Seeds
...
1472S. GUVENC. Detection of Environmental Quality of Bursa Province (Turkey) with Epiphyic
Lichen
Divenity....
1481Marine ecologt
PAN WAN-GUI, LIN HAI-BO, ZHANG ZI-YING. Extraction of Marine Functional Sugars
Using Electrochemical Reaction Based Simulated Moving Beds...
Biologt
M. STAJIC, A. KNEZEVIC, J. VUKOJEVIC, J. CILERDZIC, I. BRCESKI. TTACC EICMCNTS
Influence on Grapevine Degradation by Pleurotus
ostreatus
1498Environmenlal protection qnd sustainable development
HSIN-LUNG
LIU.
Sustainable Development Criterion System for Designating IndigenousCultural and Ecological Protected Areas in
Taiwan...
1505S..C. DEACONU, D.-C. DANULETIU, A.-E. DANULETIU, A. SOCOL, C. MOISA.
SUS-tainable Development through Conversion to Organic Agiculture -lmplications on the Financial
Indicators of
Firms...
1514JINGYI AI, ANDY MORSE, GUOHUA ZHANG, YE ZHANG, AIBING YU. Temperature
Change Chiracteristics in the Peaxl River Delta during the Last 50
Years----...
l52l
t346
LIN ZHENG-SONG, FAN XIN, ZHANG LU, QIAN WEI, BING HE. Research on
Ecologi-cal Services Measurement and Space
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Time Evolution ofthe Upper Reaches of Yangzte RiverBasin,
China...
1534LONG-SHENG HUANG, DENG-FONG LIN. Energy Conservation Perspective to Explore
Mixing Temperature Effectiveness of Basic Oxygen Fumace Slag Used in Asphalt Mixturei
...
1543P H. WANG, W.
Distdcts in Macau
C. LI. Protection and Development for Famous Historical and Cultural City D. POPA, S. VARVARA, R. BOSTAN, M. MOLDOVAN, D. PRODAN,
A.
UNGUR,M..POPA. Study Regarding the Influence of Soil Humidity on Foundations and Walls of Heritage
WANG HONG,
LI
DANDAN, ZHENG YUANPAN,LI
GUIBAO. Study of the Effectof
AC Drive System on the Energy-saving of Automatic Control System for Green IntelligentM. KANDEVA, V BALABANOY E. ZADOROZHNAYA, ZH. KALITCHIN, P. SVOBODA, I. LEVANOV Environmental Protection by Self-organisation ofTribosystems with Self-lubricating
Materials in Dry Friction. Part II: linvestigations at Different Dry Sliding Rates ...
l58l
H. ARISOY, Y ATASEVEN. Evaluation of Environmental Consciousness Level of Farmers in Agricultural Practices in Turkey: the Case ofProvince of Konya,
Turkey
1593Clean technologies
SHUHN-SHYURNG HOU, CHIA.WEI
Flickering Motions of Jet Diffirsion Flames
HU. TA-HUI
LIN.
Effects of Inert Dilution ont552
1605
l6t4
ZHANG WEN-TAO, WANG SHUAI, DU XIN.HUI.Photovoltaic Power System: Based on BP Neural Network
Research of Power Prediction about
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Medi-terranean Microalgae Strains for Nitrogen Polluted Urban Water 8odies... 1624
E nv i ro wfl e n t a I m an a ge m e n t
LU ZHENG, JIANG HAO, HU HUl, WU JING,
cU
XIN. Prediction of Carbon DioxideEmissions in Environmental Pollution Monitoring Based on Data Fusion Analysis ofGPRS and
GIS
Data...
1637A..F. NICOLAE, GY. DEAK, G. TUDOR, C..TIN. CIRSTINOIU, A.-S. ZAMFIR, B.
URI-TESCU, L. GEORGESCU, G. GHITA, M. RAISCHI,A. I. DAESCU, F.-D. DUMITRU, M.-A. MONCEA, L. LASLO, R. SZEP. Comparatiye Analysis on Water Velocity Distribution in the
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1649SHAO-HEN LIOU, WEI-LING HSU, CHIA-CHUN HO. Digital Simulation of Fertiliser
Management in a Refined Agriculture-based Paddy Field
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1658T. CIOROIANU, C. SIRBU, G. BIREESCU, L. BURTAN, M. LUNGU, C. CONSTANTIN.
Fertilisers with Nanrral Organic Substances, Physicochemical and Agrochemical Characteristics
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1668Compuler application and enironmental idormation system
C. H. WU, J. H. TIAN. Optimal Energy Management for an Air/Electric Hybrid Scooter
A. L. INANC. Principal Component Analysis and Mathematical Modelling for Sensory and
Chemical Characterisation of Maras Tarhana, a Traditional Food ... Envitonmental educalion and training
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Education and Sustainable Development: from Theoretical Interest to Specific Behaviours
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1698A. TIRON-TUDOR, C. S. NISTOR, T. OPRISOR. Creating Sustainable Value in Public Higher
Education: a Romanian
Experience...
1706F. KARA, D. CELIKLER. Attitudes of Prospective Teachers of Science, Prirnary School and
Social Sciences Regarding Solid Waste and
Recycling...
l7l5
Public health
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effect of smokingR. OBRADOVIC, M. IGIC, A. MITIC, G. FILIPOVIC, A. PEJCIC, M. BOSKOVIC, K. TO. DOROVIC. Smoking as an Environmental Risk Factor for Periodontitis
...
1728Geotechnologt
-
civil e gineeing impact and environmentA. ANDJELi(OVIC, R. RISTIC, M. JANIC, V DJEKOVIC, N. ZIVANOVIC, V SPALEVIC.
Genesis of Sediments and Siltation of the Accumulation 'Duboki Potok' of the Barajevska
River Basin,
Serbia
1735E nvi rcnmental economics
I. C. MURESAN, G. O. CHICIUDEAN, R. HARUN, F. H. ARION, A. PORUTIU, D. I.
CHICIUDEAN,
l.
G. OROIAN,M. I.
JITEA. Constraints on Use of Renewable EnergyTechnologies in the Rural Area: a Case Study from the North-West Region of Romania... 1746
M. DUMITRASCU, L. FELEAGA, O. C. BUNGET, I. E. POPA. Study on the Influence
of
Macroeconomic Variables on Representative
Indexes...
1754CU YAQING. Research on Ecological Compensation in Island Tourism Destination Based on
PES
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thi Ztroushan Archipelago I,Iew Area ai an Example ..... ...
1765Authors
Index...
17721676
Jotonal of Environmental Protection and Ecologt 18, No
1,
1311-1318 (2017)Ait pollution
INDOOR CONCENTRATIONS
OF
PMr0/PM2.sIN MARMARA
UNIVERSITY
LIBRARY, ISTANBUL
G. GUNES*, E. BOZKURT KOPUZ, S. SONMEZ, N.
CAKIR
Department of Information and Document Managemen4 Faculty of Fine Arts,
Marmara University, Istanbul, Turkey
E- mail : gus s un. gun e s@marmara. e du-
tr
Abstract. Twenty-four-hour PMr5 and PMr0 sarnples were collected in the Marmara University Library Building, Istanbul, Turkey from January 5, 2014 to December 3l, 2014. The ambient mass concentrations ofPM, r and PM,n were determined by a gravimetric method. Interior environmental conditions can effect on library employees and users so the measured PMr s and PMro concentra-tions were compared to national and intemational Air Quality Standards (EPA, EU, WHO), which were generally below the limit values. However, the limit values were exceeded during the exam
periods. PM1, and PMro concenftations were generally low in the summer The number of library users in different rooms in the Marmara University Library was recorded and the user numbers also increased during the exam periods. The PM levels correlated well with the number of library users.
Indoor PM values in the Marmara University Library Building were higherthan the outdoor values
in Umraniye, Istanbul during the exam periods; however they were lower in general. PM values
in different libraries were lower than PM values in Marmara Univelsity Library Building. Healthy environment for employees and useN in the library building can be provided by some measures such
as the adequate heat and air-conditioning systems. Kewolds. iodoo\ pafiiculate mattet library.
AIMS
AND
BACKGROUNDThe aims of the study was to make an inventory of particulate matter in Marmara University Library and analysed for employee and user health.
Libraries and archives, as areas where books are usually protected and stored
can be dusty, damp, and lightless and contain deposits ofvarious insects and
mi-croorganisms. The primary physical factors affecting the health ofemployees and users are temperatue, humidity, dust. Furthermore, microbiologic risk factors are
bacteria, viruses, fungi, and molds in library buildings. One of the major sources
of pollution affecting air quality and human health in the indoor environment is
particulate matter (PM,o, PMr,, and PM,). Indoor air quality is a big concem for
employee and user health in libraries because prolonged exposure to particulate
matter may lead to various health problems such as eye, nose and throat irritations, itching, allergies, cancer, respiratory disease, and heart conditions.
' For correspondence.
Even though there have only been a limited number
of
scientific and ex-perimental data reported on this subject in Turkey, an increase in the amountof
research on this subject has been observed over the last 15 years. The scientific
research related to indoor and outdoor air quality can be classified as the charac-terisation ofindoorr-e and outdoor particulate matter, the measurements ofvolatile
organic compoundsr0 bioaerosolsrr, temperature and humidity, the determination of microbiologic factors and microorganismsr2, and the analysis ofthe elemental concentrations ofpollutants. In published data, nasal obstmction, pharyngitis, flu, wheezing, indigestion, eye irritations, eye pruritus, visual loss, headache, nausea, redness ofskin, itching, fever, cold, heart trouble, and hearing loss were reported
as health complaintsr3r4 and symptoms due to poor indoor air quality and an
em-phasis has been given to the importance of this subject.
In general, coarse and fine particles can be formed as a result of processes
such as the crushing and venting of dust due to the movement of individuals in
the library. Heating and ventilating systems in libraries are not only important to the health and comfort ofthe library staff and users but also for the preservation
of
library materials. In indoor environments where thermal comfort conditionsand ventilation are inadequate, users and employees may be affected by hot or
cold, work efficiency may be reduced, or health problems may occur, in addition air pollutants may damage library material due to physical, biological or
chemi-cal reasons. The presence of gases and dust in the working environment requires
ventilation systems to control these risks. HVAC (Heating, Cooling, Ventilation
and
Air
Conditioning) systems have excellent filtration systemsfor
airborneparticulate mafter and gasesr5. Management ofindoor air quality in libraries is an
important factor in terms ofhealth and productivity; however, it can not solve all
the problems caused in a building.
EXPERIMENTAL
By using 4Jitre-per minute-pumps and impactors,
PM*
and PM,o samples were obtained during the experimental period of January 5-December 3l,
2014 in theMarmara University Central Library. Samples with size-selective inlets for the
PM,, and PM,o ffactions were used to characterise the particulate matter on
alter-nate days. The air volume was 5.76 m3. Gravimetric analysis was performed to
determine the indoor
PM-
and PM,o mass concentrations in Clean Room. For the gravimetric analysis, the Clean Room air conditions were fixed. Theintemal temperature and humidity values were recorded every 5 min at the Clean
Room via a portable data logger (Microlog). Two dehumidifiers (Pro
Air)
andtwo humidity transmitters (Arcelik) were used to fix the air humidity (Fig. la).
Fig.
l
Dehumidifier (Pro Air) and humidity transmitter (Arcelik)-
a, a sensitive microbalance (Mettler Toledo MX5) - D, the Haz-Dust Environmental Particle Air Monitor (EPAM5000) - c, andfilters in a laminar flow cabinet - d
The PTFE filters (PALL Corporation) in the laminar flow cabinet were held under fixed air conditions
for
approximately 24h in
the Clean Room beforeweighed. After being weighed with a
I
pg sensitive microbalance (Mettler ToledoMX5) (Fig. 16), the filters were placed in the Haz-Dust Environmental Particle
Air Monitor (EPAM5000) in the Marmara University Library Gig. 1c). Parriculate matter was collected on each filter for
24h
and later the filter were put in a petridish (Isolab 60 x 15 mm) and transferred to the Clean Room where the humidity
and temperature conditions were fixed (Fig.
ld).
The recorded temperature andhumidity values over24 h (+ I h) were stabile forJanuary 05, September03,2014,
June 12, February 27, Jt:l;re 25, February 21, and,April 25, 2014, and for January 22, April25,2015; therefore on these days, filters in the Clean Room held at fixed conditions. Again the filters were held at fixed air conditions for approximately
24 h before being weighed. The temperature was set to a convenient fixed value
(typically 20"C) and the humidity was set to 37%o for approxim ately 24 h for the
fixed air conditions.
RESULTS
AND
DISCUSSIONThe change in the PM,o and
PM*
datain
pglm. is given in Figs 2 and 3. The average values of PM,o and PMr., are 43.63 and 28.10 pglm3,respectively. Thestandard deviations of PM,o and
PM*
are35.94 and20.94 pg/m3,respectively. Themaximum values of PM,o and
PM*
are 157.01 and 100.00 pglmr, respectively. The minimum values of PM,o andPM*
are 1.98 and 2.08 pg/mr, respectively.For the year 2014,limit values for the 24hmean and annual mean were deter-mined to be 100 and 60 pglm, according to the Air Quality Standard for Turkey's.
EU air quality limit values for PM,o are 50 pglm3 for the 24 h mean and 40 pglmt for the annual meanr6. WHO air quality limit values for PM,o are 50 pglmt for the
24 h mean and 20
pgm'
for the annual meanrT. Some values of PM,o in Marmara University Library are above the limit values as stated in the Air Quality Standardfor Turkey, EU, and WHO as shown in Fig. 3.
180.000 160.000 140.000 120.000 r00.000 80.000 60.000 40.000 20.000 0.000
Fig. 2. Variation and comparison of PM,o concentrations with Turkey, EU, and WHO Air Quality
Standards during the experimental period of January 5-Decemb er 31, 2014 =Hii=RFiFR=RRRRR=HRRRRRRR
-;-o. Jo'o 1o e'dg {9 +9;";;;.1*:.d--di
EE;es3el's€3r5Fa€+ErElxli
date +*stv=ssv=svv=v=sv RRRRRRRRRRRRRRRRRR ;f;doio d-'--j^iddi++de 'dr odEEFss?s:iuFegggg5i
a date I Libmy values - Air Quality St nd{d Tukey I Library values - Air Quality Standard EPA. EU Air Qualiry Standtrd wHo 120.000 i 100.000 b 80.000 -- 60.000i
+o.ooo 20.000 0.000Fig. 3. Variation and comparison of the PM, , concentrations with Turkey, EU, and WHO Air Quality
Standards during the experimental period ofJanuary 5- December 31,2014
EPA air quality limit values for
PM*
are 40 pglms for the 24hmean andl5
pglm'for the annual mean. EU air quality limit values for
PM*
are 40 pglm3 forthe 24 h mean and 20 pglm' for the annual meanr6'r8. The
Air
Quality StandardWHO limit values for
PM*
are25 pglm3 for the24 h mean and 10 pglmt for theannual meanrT. Figure 4 indicates the high values of PMr., that exceed the health
protection limits fixed in the EPA, EU, and WHO.
The concentrations of indoor PM and outdoor PM were compared. The outdoor
PM values are taken from the municipality registered in Umraniye, lstanbul. Low
measured PM values in the library compared to the outdoor PM values are thought to be beneficial to the health of library employees and users. The ratios during
the student holidays show that the indoor PM values are less than the outside PM
values; however, most of the indoor PM values during the school term are higher
than the outside PM values (Fig. a).
6 g 4.5 54 > 3.s a--> 1.s :" 05
:o
,= oo6.io NNNNnd-n--d o -i - NNNNnd-n--di r.' o < 6 r;,i.i ",r' F .r d dt -i ri di di .. ; i oo' E Ei
!
:;
-a-a> 3!
E===
3,gi#
!i
e!f
Essi;-
<ggox:c8g
rr
-zeoA
dateFig.4. Comparison ofthe indoor (library) and outdoor (Umraniye) PM concentratioN during the experimental peiod ofJanuary 5-December 3l, 2014
The published
PM*
and PM,o concentrationslr.re 20 were listedr. Indoor PM",limit concentrations are 20 pg mr for Norway, l5 pg mr for Flamany, 150 gg
mr
for China, and 40 pg m r for Canada. Indoor PM,o limit concentrations
are 40 pg
mifor
Flamany and 180 pg m 3 for China2'. Measured PM,o data collectedin the Marmara University Library are between 2 and 157 pg/mr and are compared with
data from the literature. The measured PM,o data in Marmara University Library are
higher than those collected in buildings in southem Taiwanrr.
lt
is seen that somevalues of PM,o in Asadi et al. studyle are above the limit values stated in Porhrgal Regulations. InAsadi et al. studyl'!, the PM,o values in office rooms and classroom
were higher; however, their library values were smaller than measured PM,o values in the Marmara Universiry Library. Hsu et a1.11 and Karaca PM, rvalues2o are lower
than the limitvalues and measured
PM*
values in the Marmara University library.^180i
; iia
rravrmetric-i'!i r
I
measurernentE
il
f1**fl1-.1----
.."".",
:::::3:S:::::::: recordss6AsEEEEEas€5EE3
;."""'""'
Fig. 5. Comparison of the gravimetric measurement data and monitor records for indoor PM,o con-centrations in the Marmara University Library ftom January 5 to December 31. 2014
The collecting and monitoring of
PM*
and PM,o in the Marmara University Library were done simultaneously. CollectedPM*
and PM,o were measuredus-ing a gravimetric method and the monitored records were saved on the computer
daily. When the monitor records of Gunes et al.r are compared with the
gravimet-ric analysis, the gravimetric measurement data for Marmara University Library
were higher than the monitor records for
PM*
and PM,o (Figs 5 and 6). For thegravimetric measurement data and the monitor records for indoor
PM*
and PM,o,the sharply decreasing and increasing periods overlap. The PM values are high
during school times and low during holidays for both the gravimekic measurement analysis and the monitor records.
I monito.
Fig. 6. Comparison ofgravimetric measurement data and monitor records for indoor PM, j
concentftl-tions in the Marmara University Libmry flom January 5 to Decembq3l,2014
'sr$sr.)+ +i q,)r r"! Jf-
^C 1'une (lr.lrl
-,
:;l
;.
.;:::::,
]-
:1*:
::-"-Fig. 7. Variation in the number of library users in the Marmara University Library Building hall and
main door during the experimetrtal period ofJanuary
5
December 3t,2014The number of library users in the Marmara University Library was recorded
for every hour during the experimental period of January S-December 31, 2014 and the variation in the total daily library numbers are shown in Fig. 7. The PM
value increase was highly synchronised with the number of library users. Figure
7 indicates overcrowding during exam periods. PM,oshowed positive correlations with library user numbers for the second floor 7/24 service hall, the first floor 7/24 service hall, the Intemet room, the DVD service hall, and the library
t
:'x'r E E E r::,::!
:These correlation values are 0.53,0.52,0.29, and 0.53, respectively.
PM*
also showed positive correlations with library user number for the second floor 7/24 service hall, the first floor 7/24 service hall, the Intemet room, the DVD servicehall, and the library main door. These correlation values are 0.55, 0.57 ,0.37, and
0.61, respectively.
CONCLUSIONS
The indoor PM,o and
PM*
in
the 7124 serviced Marmara University Central Library where library users and employees spend a substantial portion of theirtime are investigated. The PM,o and PM, , mass concentrations and the number
of
library users were evaluated during the period ofJanuary 5-December 31,2014.PMro mass concentrations ranged from 2.08 to 100 pglm3. Concentrations of PM,J
and PM,ohad significant seasonal variation because they were low in summer.
A
comparison ofthe PM concentrations and the number ofusers showed that there
was an increase during exams.
Comfort conditions such as heat, humidity, ventilation, acoustics, and light-ing within a building can increase the indoor working potential of individuals.
Therefore, the presence
ofPM
in the indoor environment accompanied by a lackofadequate ventilation systems in the university library building presents a health
risk for employees and users.
Acknowledgements. This study was supported by the Marmara Unive$ity, Scientific Research
Projects Committee (BA?KO) with the project number FEN-B-120613-0272. Outdoor particulate
matter data for Ummniye was supported by the Marmara Clean Air Centre in Ministry
ofEnviron-ment and U!ba[ Planning.
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Received 25 September 2017
Revised 2l October 2017