Microbial Air Pollution: A Case Study from Sisdol Sanitary Landfill Site Panthi, J. Shrestha, U. Chapter I: Introduction 1.1 Background As urbanization continues to take place, the management of solid waste has become a major public health and environmental concern in urban areas of many developing countries including Nepal. In recent years solid waste has become major environmental problem in Kathmandu and other urban areas of Nepal. The only ultimate management of solid waste in Kathmandu Valley is to dump solid waste in a landfill site and Sisdol is the single land fill site for the disposal of solid waste of Kathmandu Valley. A typical solid waste management system in Kathmandu valley displays an array of problems, including low collection coverage and irregular collection services, crude open dumping and burning without air and water pollution control, the breeding of flies and vermin, and the handling and control of informal waste picking or scavenging activities. Since, the waste was used to dump in the riverbank of Bagmati River. The government of Nepal in 1995 decided to develop as a sanitary landfill site for the Sisdol of Okharpauwa8 in Nuwakot district as a long term solution to the solid waste problem of the valley. However it came into operation only after ten years in June 2005 (Rising Nepal). Lots of problems due to landfill sites have been noticed such as water pollution, air pollution, soil pollution, noise pollution etc. Air is the precious natural gift without which no life can exist in this earth and clean air is vital for human survival. Air pollution is an undesirable change in the physical, chemical and biological composition in the air causing detrimental effects to human livelihood. According to World Health Organization (WHO, 1996), air pollution is "limited to situations in which the outer ambient atmosphere contains materials in concentrations which are harmful to human being and their environment" (www.who.org). Air pollution is a major environmental problem that is becoming day by day in Nepal. Air pollution in Nepal is considered as one of the most dangerous and common kind of environmental pollution of an urban area than a rural one. However, in rural areas also, burning of firewood for domestic purpose and agricultural activities such as field burning, crop spraying and drying activities contribute air pollution. As far as microbial air pollution is concerned, no microorganisms are indigenous to the atmosphere but microorganisms of the air within 300 to 1000 or more feet of the earth’s surface are merely organisms of soil that have become attached to fragments of dried leaves, straw or dust particles light enough to be blown about by the wind. Kinds and number of microorganisms found in the atmosphere depend on where the samples are collected, weather, speed and direction of wind and the level of concentration of pollutants at that place. Therefore, air pollution is the combined contribution and relative effects of suspended particulate matter (SPM), gaseous/chemicals and air borne microorganisms. Although biological pollutants are not extensively studied in ambient air pollution as chemical/gaseous pollutants, these seem to be equally dangerous for public health point of view. Many animal and plant parasites and pathogenic microorganisms are released to atmosphere from their natural hosts. Human activities such as disposal of hazardous waste, industrial waste contribute for the contamination of air with pathogenic microorganisms. Fungi, bacteria, virus, pollens, lichens, insects etc. become biological air pollutants and cause fatal health effects to the human beings. Because, the ultimate fate of the microorganisms in the air are governed by various atmosphere conditions such as humidity, intensity of light, temperature, wind velocity, seasons, topography, geographical variations, size of the particles bearing microorganisms etc. Many pathogenic microorganisms are secreted from the nose and throat of the infected individuals which can be transmitted to air by aerosols generated by coughing, sneezing and even talking and then transmitted to the community by air. The fungi cause the various skin diseases (fungal) and eye infections. The higher concentration of fungi in the atmosphere causes severe and serious diseases like Aspergilosis, Allergic Bronchopulmonary infections, skin and nil infections, Blasto mycosos, Chromoblastomycosis, Coccidiomycosis, Histoplasmosis, Cryptococcosis, Dengue, Facil eczema, Rhinitis, Sinusitis, Asthma, Palatitis, Myacarditis, sub cutaneous mycetoma, Angular cheilitis, central nervous system infections, Meningitis and colitis. Besides there, a wide variety of fungal toxic metabolites are encompassed into a common name mycotoxin, as Aflatoxin Ochrotoxin, Patulin etc. which are very much hazardous to human health. The fungi frequently found in the air are the species of Alternaria, Aspergillus, Botrytis, Clardosporium, Curvularia, Fusarium, Helminthosporium, Mucor, Penecillium, Trichoderma etc. Different types of bacteria like Micrococcus spp., Staphylococcus spp., Streptococcus spp., Bacillus spp., Sarcina spp., Gram positive pleomorphic rods and aerobic spore former are predominantly found into the air. Among them, pathogenic bacteria such as Streptococcus viridous, Gram’s positive cocci, the commensal of mouth is considered as the indicator of respiratory pollution The higher concentration of bacteria causes various diseases like skin and soft tissue infection, nasal vestibullitis, hay fever, cystic fibrosis, asthma, rhinitis, nasal polyps, sinusitis, tonsillitis, quirsy, typhoid fever, dermatitis, acute laryngotrachaeitis, epiglotitis, papilloma, pulmonary pneumonia, anthrax, pulmonary tuberculosis and various eye infections as keratitis, conjunctivitis. Similarly higher concentration of fungi in the air causes several serious diseases like aspergilosis, allergic bronchopulnomonary infection, skin and nailo infections, blastomicosis, chromoblastomycosis, dengue, histoplamosis, cryptococoosis, facil eczema, rhinitis, sinusitis, asthma, palatitis, central nervous system infection etc (Subedi, 2003) Sources of microbial air pollution: The microbial flora of air is transient and variable. Air is not the medium in which microorganisms can grow but is a carrier of Particulate matter, dusts and droplets, which may be laden with microorganisms. Hence no microorganisms are indigenous to the atmosphere. Microorganisms of the air within 300 to 1000 or more feet of the earth’s surface are merely organisms of soil (Frobisher, 1974). The sources of microorganisms into the atmosphere can be categorized into: Human beings and animals: Human and other living beings are the major sources of the pathogenic and non pathogenic microorganisms; these organisms are continuously emitted into the atmosphere through various mechanisms. Human being, for example, expels out many droplet of moisture during sneezing, coughing scabbing and even talking. Each droplet has size about 10 micrometer and normally contains 1-2 bacteria. So, the number of bacteria from the single sneeze varies from 10,000 to 10, 00,000 cells (Brock, 1998). Plants: Plants contain wide variety of microorganisms in their parts such as leaves, trunks, roots etc. These organisms become air borne through a variety of mechanisms such wind, rainfall other animals and bird’s activities. Soil and solid waste: Soil is normal habitat of various kinds of bacteria and fungi that become ate source of air pollution. Solid waste such as garbage, pathological wastes, agricultural waste and decaying materials are excellent nutrients for the growth and multiplication of microorganisms. Turbulence force of air carries a vague amount of microorganisms in the air and become the source of air pollution. Industries: Industries that process various animal skins, hair, furs such as cotton industries, carpet industries, garment industries, leather industries etc. discharge a lot of microbes including most bacteria and fungi. For example, Anthrax bacilli, Tubercle bacilli and Aspergillus spp. Even Clostridium tetani is released from the metal industries. 1.2 Study area Sisdol land-fill site lies in the Okharpauwa VDC ward no 8 of Nuwakot district, 18 km NW from Kathmandu. It covers 485 ropanies of area and has a capacity of 4.2 million metric tons. The semi-aerobic system has been incorporated into the Sisdol LFS considering the advantage of reducing leachate intensity and methane gas generation and of rapid stabilization of the disposed waste with cost effective and simple construction and operation manner. The total population of Okharpauwa VDC is estimated to be 6183 with 48% of female. The village is predominated by Chhetry, Brahmin, Tamang and Balami being Balami the dominant caste. There is high household family size i.e. 10 to 15 members with three to four generations. More than 80% of the people depend on agriculture and some work as employees in offices and laborers in the construction activities. 1.3 Statement of the problem The generation of solid waste is increasing at an accelerated rate in municipalities of Nepal. At the same time, human health problems associated with rampant disposal of solid wastes are also increasing. The production of solid waste in Kathmandu Valley is about 520 tons to 550 tons per day and most of it is managed through disposal in landfill site (Kantipur daily). According to ENPHO/KMC (2000), the infectious waste generation from hospitals/clinics in the Kathmandu valley is 1312 kg/day (23% of hospital waste) whereas it becomes 1189 kg/day in the Kathmandu city only. Due to increase in number of hospitals in Kathmandu valley those are lacking of incineration, dispose the infectious waste to the same landfill site. Solid wastes such as garbage, pathological waste, agricultural wastes and decaying materials are excellent nutrients for the growth and multiplication of microorganisms. In this way, there is chance of contamination of pathogenic microorganisms in and around the land fill site. Air borne transmission of many human, plant and other animal diseases are the major hazardous effects of biological pollutants. Sisdol land-fill site is only the landfill site of the Kathmandu valley which has fulfilled the basic criteria of environmental assessment of the government. However number of health impacts has been rising in recent days in the territory of the landfill site. The public stress not to dump the solid waste at Sisdol is high which was faced time to time. The frequent conflict between the local residents of Sisdol and KMC is becoming a major problem to dispose the waste of Kathmandu valley. 1.4 Objective The broad objective of the study is to assess the microbial air pollution of Sisdol sanitary landfill site. The specific objectives are To find total bacterial, Gram’s negative bacterial and total fungal load in the ambient air of the study area. To isolate and identify the air micro-flora (bacteria) present in the site. To study the seasonal variation of the air microbes. 1.5 Justification of the study Many studies have been carried out on different potentially adverse health effects of pathogenic microorganisms due to land filling in the foreign countries. However we can’t find any single research here on the health impacts of the landfill air microbes on the local people. This types of study should be carried out frequently not only once because the air quality and its impact area in always dynamic. Up-to-date knowledge about epidemiologic evidence for potential human health effects of landfill sites is important for those deciding on regulation of sites, their sitting and remediation, and for those whose task is to respond to concerns from the public in a satisfactory way. This study will be a valuable document comprising the health status of the local residents of project affected area. Further this research will also provide the valuable information on the quality of ambient air in terms of microorganisms which is directly co-related with the health of the local people. Likewise this study will also recommends the mitigation measures on the health impacts of local residents which will be useful for the stakeholders, policy makers and concern agencies. Therefore this research will fulfill some lacking in this sector in Nepal. Chapter II: Review of Literature: Boger et.al. (1990) has found species of Gram’s positive Bacillus and Gram’s negative Pseudomonas species as a dominant bacterial species in the air of Halatcher textile factory. In 1992, UNCED considered landfills as a potential threat to the quality of the environment, although the full extent of this threat has not always been scientifically validated. Landfills can produce gas and contaminate water, as well as wind-blown litter and dust, and attract vermin. Transport of waste to landfill sites can also have a significant impact on the environment in terms of noise, vehicular emissions, accidental spillages, etc Danuta et.al. in their research found that the air in the offices was characterized not only by elevated concentrations of bacteria and fungi but also by high frequencies of gramnegative bacteria, along with fungal species characteristic of landfills. Huang et al. (2002) studied the bioaerosols of a municipal landfill site in west Taiwan. They found that the levels of air borne bacteria and fungi were all far above 103 CFU/m3. The concentration of culturable bacteria and fungi were higher in winter than in other seasons. Acharya (2004) in his research study done in Kathmandu valley says that various industrial discharges may contribute as anthropogenic source of microorganisms in atmosphere. Unmanaged solid waste, sewage are also the sources of microbes in atmosphere. Ariya and Amyot (2004) found that the major health threat is the release of bio-aerosols from the landfill site. According to their research the bio-aerosols are organic aerosol particles ranging from 10 nm to 100 µm in size. They are either alive, carry living organisms or released from living organisms. Particles that carry living organisms tend to contain pathogenic microorganisms (such as viruses, bacteria, fungi, yeasts and protozoans), which have the potential to pose serious health risks to humans. Komilis et al (2004) suggests that the main odorous emissions from waste are volatile organic compounds (VOCs), such as organic sulphur compounds, amines and aromatic hydrocarbons. VOCs are organic compounds with boiling points less than 80°C. Some VOCs are hazardous and/or malodorous. Simkhada, et al (2005), studied the air quality of the Bishnumati corridor, Kathmandu and found that the bacterial load and fungal load vary according to the nature of location and season. Concentrations of air micro flora also vary at different locations depending on the sanitations and waste management of the area. He found that the higher concentration of air microbes than the average level. DEFRA (2007) reported that the flies (diptera) as a major health threat of the landfill sites. The flies are insects with one pair of functional wings and are among the most widely distributed of insects. The close association of flies with humans has led them to be perceived as a general annoyance and they are known to be vectors of pathogenic (disease causing) micro-organisms. Chapter III: Methods and Materials 3.1 Research Design This research is descriptive because in this research, the influence of the microorganisms at and near the landfill site atmosphere near ground surface has been described. This research is longitudinal because the data were taken according to the time series as monsoon season to the winter season. Period of sampling: The samples of the air microbes were taken two times in two seasons, one in August (monsoon) and other in February (winter season) Sampling design: The sampling procedure adopted here the random sampling method. The four corners of the landfill site were selected for the sampling of the air microbes and the 10 household near the landfill site along the roadside were selected for the study. The principal steps undertaken to accomplish the assignment are briefly discussed below. 3.2 Sampling procedure For the sampling of the settlable bacteria and fungi from the atmosphere, three different media were used. Nutrient agar (NA) media was used for the sampling of the total bacteria; MacConkey Agar (MA) was used as the selective media for the sampling of the Gram’s negative bacteria while Potato dextrose agar (PDA) was used as the selective media for the sampling of the fungi. The media were transported to the sampling from the laboratory keeping them into the ice-box and they were taken back to the laboratory into the same ice box. The appropriate time periods of the exposure was assessed by prefeasibility study and was found to be 10 minutes. The media in circular Petri-plates with diameter nine centimeters were used for the sampling. The three different media plates were exposed at the same time for the same period of time and at the same sampling site as very close to each other. The time of exposure of the plates was day time. 3.3 Laboratory analysis The samples were brought to the laboratory and the MA and NA plates were subjected to the incubation for 48 hours at 37°C and the PDA plates were kept into the room temperature for three days. Colony counting: After sufficiently growth of the colonies, the number of colonies was counted manually in each plate viz. NA, MA and PDA. For large number of colonies in a single plate, the plate was divided into two halves using marker on the outer part and one part is counted and the number was multiplied by two to get the total number. The NA and MA samples were further analyzed as the Gram’s staining; spore staining and biochemical test to identify the bacteria and their types but the PDA plates were not subjected for further analysis. Gram’s staining: The Gram’s staining of the microbes was done as follows: 1. A thin smear of the sample was made by inoculating loop on a glass slide. 2. The smear was left for the air dry and then was heat fixed. 3. Then the smear was covered with crystal violet for a minute and then washed with distilled water. 4. The Gram’s iodine solution was added on it and left a minute for complete reaction. 5. The iodine solution was washed off with 95% ethyl alcohol ane then the slide was washed away with distilled water. 6. Again, safranin was applied to the smear and washed with distilled water. 7. The stained slide was left for air dry and observed under the compound microscope. Biochemical test: 3.4 Literature Review (Secondary data collection) Existing secondary information/data from various governmental and non-governmental organizations were collected. The published report and document on and about the project sites were reviewed intensively. The similar studies conducted in other sites were also reviewed for building the general concept. Chapter IV: Results The colony forming units (cfu) were counted in the laboratory and changed into the cfu per cubic meter. For this, the diameter of the Petri-plate was measured and found to be 9cm and the height from the ground was taken as the 10 feet. Then, the volume of the air sampled was changed into cfu/m3 using the formula πr2h. The different activities of the human beings such as agricultural practices also affect the distribution of the air microbes. The time of sampling is also one of the determining factor as in sunny time, the air microbes distribute very less than in the cool because the solar radiation also affect their distribution. The concentrations of microorganisms in different places are shown below: Fig 4.1: Seasonal variation of total count of bacteria in landfill site The total count of bacteria is higher in landfill site in winter than in monsoon. In monsoon season, the atmospheric particles where the microbes get deposited by the process of wash out and rainout. But in western direction in monsoon, the higher concentration of the total bacteria is due to wind action since the air flow pattern at the time of sampling was west-ward. Fig 4.2: Seasonal variation of Gram’s negative bacteria in landfill site The concentration of Gram’s negative bacteria is higher in winter season than in monsoon. The higher concentration observed in west direction of the landfill site in monsoon season was due to the wind action since the wind flow pattern at the time of sampling was west-ward. Fig 4.3: Seasonal variation of total fungi in the landfill site The variation in fungal load has not followed any trend. It is maximum in north direction in winter season. The distribution of the fungi is controlled by the various climatic and topographic factors. Fig 4.4: Total bacterial count in households in monsoon and winter The total bacterial load is in the ambient air of the nearby households significantly higher in winter season than in monsoon. In monsoon season, the atmospheric particles where the microbes are attached get deposited by the process of wash out and rainout. Fig 4.5: Gram’s negative bacterial load in households in monsoon and winter season Gram’s negative bacterial load is in increasing trend when the distance from the landfill site increases. There can not be seen any significant variation of their concentration of Gram’s negative bacteria in between monsoon and winter. Fig 4.6: Total fungal load in households in monsoon and winter season Total fungal load is significantly higher in winter season than in monsoon season. The concentration of the fungi is increasing when the distance from the landfill site increases. Fig 4.7: Distance wise variation of total bacterial load from the landfill site The total bacterial load is in decreasing order when we approach to the land filling site in winter season while the trend is in decreasing order in monsoon season. The methane gas emitted by the anaerobic decomposition of the organic matters also affect to the distribution of the microbes. Fig 4.8: Distance wise variation of the Gram’s negative bacteria from landfill site The number of Gram’s negative bacteria is higher in the west site of the landfill site. The air flow pattern at the time of sampling was westward so the higher concentration of Gram’s negative bacteria may be due to the wind action. Fig 4.9: Distance wise variation of total fungi from the land fill site: The variation of the total fungi is in decreasing order when we approach towards the landfill site. The distribution of the fungi is controlled by various climatic and local topographic factors. The higher concentration of the fungi in far sites of the land filling site may be due to the agricultural practices and the feedlots activities nearby the homes. Table 4.1: Concentration of different types of microorganisms Landfill site Households Name of the microorganisms Monsoon Winter Monsoon Winter Micrococcus sps. +++ +++ +++ +++ Bacillus sps. +++ ++ +++ +++ Klebsiella Sps. ++ +++ ++ ++ E.Coli ++ ++ ++ ++ Staphelo aurie ++ ++ + ++ Pseudomonas Sps. + + + Keys: - Absent, + Rare, ++Intermediate, +++large in number The microorganisms isolated from the samples were found in the ambient air above the landfill site have also been available in the sample of ambient air from the nearby households. Some of the bacteria such as Micrococcus Sps. was abundant in landfill site and nearby households in monsoon season and winter as well. The general trend of the isolated microorganisms is that they are abundant in winter season than in the monsoon season. Bacteria like Klebsiella sps has been decreased in monsoon season than in the winter season. Chapter V: Discussion The concentration of the microorganisms in the air samples taken from the landfill site is higher than the normal atmospheric concentration of the microorganisms. As the average level of the microbes in the ambient air is 1083 cfu per cubic meter, but the result obtained here in the ambient air of the landfill site is much higher than the average. The total bacterial load in the ambient air of the landfill site in monsoon ranges from 3,299 to 22,268 cfu per cubic mater while the value ranges from 1959 to 13,196 cfu per cubic meter in winter season. Similarly, the total bacterial load in the air samples taken from the nearby households ranges from 6,237 to 28,299 cfu per cubic meter in monsoon season while the value ranges from 10309 to 1,13,866 cfu per cubic meter. The microorganisms isolated from the air samples taken from the nearby households are similar in composition and distribution with those isolated from the air samples taken from the landfill site. In a similar study conducted in different parts Kathmandu valley by K. Simkhada, K. Murthy V and S. N. Khanal found that the total bacterial load ranges from 500000 cfu per cubic meter to 37000000 cfu per cubic meter. Since, the samples were collected from the Bishnumati river corridor from the Kathmandu Valley. In a similar types of study conducted by Panda et.al., (2005) in Himanchal Pradesh, India, it was found that out of 14 samples examined from outdoor public places, no sample revealed microbes more than common level i.e. 5 to 100 c.f.u/ft3 . All of them revealed microbes within common level. Chapter VI: Conclusion From the study, it can be conclude that the ambient air of the households nearby the landfill site is not safe for the breathing. The total bacterial load is higher in any samples taken in both the season exceed the average recommended level that is 1083 cfu per cubic meter. The microorganisms found into the air of the landfill site are also dominantly found into the ambient air of the households nearby the households. The Gram’s negative bacteria in the household’s ambient air are sufficiently higher than the normal level and the condition is same for the total fungi load too. VII. References 1. Acharya, P. 2004, Air Quality Assessment of Kathmandu Valley, A Dissertation submitted to Central Department of Microbiology, T.U. 2. Ariya, P.A., Amyot, M. 2004. New Directions: The Role of Bio-aerosols in Atmospheric Chemistry and Physics. Atmospheric Environment, 38, pp 12311232. 3. Brock, T.D. & Madigan, M.T., (1988), Biology of Microorganisms, 5th edition, Pentice Hall, Inc. USA 4. Danuta Lis, Krzysztof Ulfig, Agnieszka Wlaz and Józef Pastuszka Journal of Occupational and Environmental Hygiene, Volume 1, Number 2, February 2004 , pp. 62-68(7) 5. DEFRA, Wycombe District Council. 2007. Health Impact Assessment of Alternate Week Waste Collections of Bio-degradable Waste Implementation Program. 6. ENPHO/KMC (2000), Medical Waste Management: A Survey in the Kathmandu Valley. 7. Frobisher, M., et.al. (1974) Fundamental of microbiology, 9th edition, Toppan company Ltd, Tokyo, Japan 8. Huang, C.Y., Lee, C.C., Li, F.C., Ma, Y.P., and Jenny Su, H.J. 2003, The Seasonal Distribution of Bio-aerosols in Municipal Landfill Site: A 3-year study, West Taiwan (www.sciencedirect.com) 9. JICA and GoN. 2007. The Study on Solid Waste Management for the Kathmandu Valley. 10. Kantipur Daily. 2008, Public Blockade Disrupt the Collection of Waste in Valley, 14th June, 2008 11. Komilis, D.P., Ham, R.K., Park, J.K. 2004. Emission of Volatile Organic Compounds During Composting of Municipal Solid Wastes, Water Research, 387, pp1707-1714. 12. Panda, A. K., Katoch, R & Sahoo, A., (2005), Microbial Air Quality in Public Places and Livestock Farms of Northwestern Himalayas, Department of Veterinary Public Health, College of Veterinary and Animal Sciences, CSKHimachal Pradesh Agricultural University, Palampur, Kangra (Himachal Pradesh), India 13. Rising Nepal. 2005. Okharpauwa Landfill Site Came into Operation. 7th June 2005. 14. Simkhada, K., Murthy V, K. and Khanal, S. N.(2005), Assessment of ambient air quality in Bishnumati corridor, Kathmandu metropolis, Kathmandu University, Dhulikhel, Kavre, Kathmandu, Nepal. 15. Subedi, R.P. 2003, Study on Ambient Air Micro-flora of Kathmandu Valley and Its relation to PM10, A Dissertation submitted to Central Department of Microbiology, T.U. 16. UNCED, 1992. Report of the United Nations Conference on Environment and Development. Annex I Principle 15. Also available http://www.un.org/documents/ga/conf151/aconf15126-1annex1.htm at Annex I: Number of colony forming units of different microbes per cubic meter of air Landfill site (monsoon) Sampling site East North West South Total bacterial Count (Monsoon) 113 76 432 64 Total bacterial Count (Monsoon) cfu/m3 5824.742268 3917.525773 22268.04124 3298.969072 Sampling site East North West South Gram's Negative Bacteria (monsoon) 6 6 83 1 Gram's Negative Bacteria (monsoon) cfu/m3 309.2783505 309.2783505 4278.350515 51.54639175 Sampling site East North West South Total Fungi (monsoon) 61 143 257 65 Total Fungi (monsoon) cfu/m3 3144.329897 7371.134021 13247.42268 3350.515464 Landfill site (winter) Sampling site East North West South Total Count (Winter) 38 256 206 122 Total bacterial Count (Winter) cfu/m3 1958.762887 13195.87629 10618.5567 6288.659794 Sampling site East North West South Gram's Negative Bacteria (winter) 21 18 3 6 Gram's Negative Bacteria (winter) cfu/m3 1082.474227 927.8350515 154.6391753 309.2783505 Sampling site East North West South Total Fungi (winter) 70 452 57 112 Total Fungi (winter) cfu/m3 3608.247423 23298.96907 2938.14433 5773.195876 Households (monsoon): Sampling sites HH1 HH2 HH3 HH4 HH5 HH6 HH7 HH8 HH9 HH10 Total bacterial Count(Monsoon) 158 549 462 352 437 121 257 120 340 389 Total bacterial Count (Monsoon) cfu/m3 8144.329897 28298.96907 23814.43299 18144.3299 22525.7732 6237.113402 13247.42268 6185.56701 17525.7732 20051.54639 Sampling sites HH1 HH2 HH3 HH4 HH5 HH6 HH7 HH8 HH9 HH10 Gram's Negative Bacteria (Monsoon) 8 7 109 25 122 11 123 132 91 102 Gram's Negative Bacteria (Monsoon) cfu/m3 412.371134 360.8247423 5618.556701 1288.659794 6288.659794 567.0103093 6340.206186 6804.123711 4690.721649 5257.731959 Sampling sites HH1 HH2 HH3 HH4 HH5 HH6 HH7 HH8 HH9 HH10 Total Fungi (Monsoon) 138 90 132 223 186 95 349 61 146 470 Total Fungi (Monsoon)cfu/m3 7113.402062 4639.175258 6804.123711 11494.84536 9587.628866 4896.907216 17989.69072 3144.329897 7525.773196 24226.80412 Households (winter): Sampling sites HH1 HH2 HH3 HH4 HH5 HH6 HH7 HH8 HH9 HH10 Total bacterial count of bacteria (Winter) 200 1218 874 353 936 843 630 2209 632 853 Total bacterial count (Winter)cfu/m3 10309.27835 62783.50515 45051.54639 18195.87629 48247.42268 43453.60825 32474.2268 113865.9794 32577.31959 43969.07216 Sampling sites HH1 HH2 HH3 HH4 HH5 HH6 HH7 HH8 HH9 HH10 Gram's Negative Bacteria(Winter) 17 37 26 4 121 58 23 37 86 41 Gram's Negative Bacteria(Winter) cfu/m3 876.2886598 1907.216495 1340.206186 206.185567 6237.113402 2989.690722 1185.56701 1907.216495 4432.989691 2113.402062 Sampling sites HH1 HH2 HH3 HH4 HH5 HH6 HH7 HH8 HH9 HH10 Total fungi(winter) 156 332 328 252 468 392 536 328 508 460 Total fungi(winter)cfu/m3 8041.237113 17113.40206 16907.21649 12989.69072 24123.71134 20206.18557 27628.86598 16907.21649 26185.56701 23711.34021