EPA/600/B-15/275 Microbial Properties Database Editor Tutorial Gene Whelan Marirosa Molina Richard Zepp U.S. Environmental Protection Agency Office of Research and Development National Exposure Research Laboratory Athens, GA Mitch A. Pelton Battelle Pacific Northwest Division Richland, WA John Ravenscroft U.S. Environmental Protection Agency Office of Water Office of Science & Technology Washington, DC Yakov A. Pachepsky U.S. Department of Agriculture Agricultural Research Service Beltsville, MD 10/10/15 ------- Summary A Microbial Properties Database Editor (MPDBE) has been developed to help consolidate microbial- relevant data to populate a microbial database and support a database editor by which an authorized user can modify physico-microbial properties related to microbial indicators and pathogens. Physical properties describe changes in state of the physical system and relate to properties such as mass of a microbe, excretion density of microbes in animal feces, prevalence, etc. Microbial properties relate to changes in or with the microbe, such as inactivation rate, attachment/detachment rates, dose-response coefficients, etc. The objective of the MPDBE is to provide a tool by which an authorized user can modify physico-microbial properties related to microbial indicators and pathogens and populate metadata standards, so the properties are available for consumption by microbial source, fate, transport, and risk models. Although other databases are being developed on specific microbial properties, such as inactivation of microorganisms in environmental media, or explicitly include other valuable support information (e.g., methods of analysis, experimental set up, etc.), this database helps bridge the gap between modeling, monitoring, and methods by identifying parameters that are typically used by models engaged in Quantitative Microbial Risk Assessments (QMRAs). These parameters address modeling paradigms that include release mechanism from manure forms (e.g., solid pats, slurry, and dry litter); fate and transport through various environmental media (e.g., overland, groundwater, surface water); exposure; intake; and risk. Some parameters may be widely used (e.g., inactivation rates), while others may seem obscure but only because users may not be familiar with the specific models or the literature associated with them. As additional parameters are correlated to more models, these can be added to the database to ensure a smooth linkage between data collected in the field and at the bench- scale with models that consume the information. Once populated, the database can act as a reference to help parameterize models used in QMRAs. In addition, for models registered to integrated environmental modeling infrastructures, the database editor could be used to automatically populate model input requirements. The microbial database is to supply microbial properties to users. Included with the microbial database will be an editor that lets users update microbial and parameter values in the database. The parameters for evaluation of impacts due to pathogen exposure can be viewed, estimated, modified, printed, deleted, and exported. ------- Microbial Properties Database Editor Tutorial PURPOSE To help consolidate microbial-relevant data to populate a microbial database and support a database editor by which an authorized user can modify physico-microbial properties related to microbial indicators and pathogens. Physical properties describe the changes in state of the physical system and relate to properties such as mass of a microbe, excretion density of microbes in animal feces, prevalence, etc. Microbial properties relate to changes in or with the microbe, such as inactivation rate, attachment/detachment rates, dose-response coefficients, etc. OBJECTIVE To develop a database editor by which an authorized user can modify physico-microbial properties related to microbial indicators and pathogens and to populate metadata standards, so the properties are available for consumption by microbial source, fate, transport, and risk modules; the intent is to make available microbial properties for multimedia modeling components. The Microbial Properties Database Editor may be used to access, edit, update, modify, or correct 1) the permanent database, and 2) a temporary database to be made available for modeling components used within an integrated environmental modeling workflow. BACKGROUND Whelan et al. (2014a) note that a Quantitative Microbial Risk Assessment (QMRA) characterizes potential human health risk using four pieces of information: average pathogen densities, mean water ingestion for the exposure scenario, pathogen dose-response relationships, and conditional probability of illness (Haas et al., 1999; Hunter et al., 2003). The risk assessment approach differs from epidemiological approaches (Calderon et al., 1991; Colford et al., 2012; Haile et al., 1999) in that the latter seek to associate levels of self-reported disease (e.g., in a group of swimmers) with the water quality measured by fecal indicator bacteria, and not the etiological agent(s) responsible for the disease. Epidemiology studies implicitly characterize the source of fecal contamination, fate and transport kinetics of the microbes, the natural variability of the microbes in the environmental matrix, the etiological agent(s) and exposure scenario studied, while QMRA deals explicitly with these components. Although researchers can survey the literature and extract information relevant to their QMRA modeling activities, these unrelated surveys can result in different, inconsistent, and contradictory QMRA assessments, as a consistent mapping between modeling, monitoring, and methods has not been institutionalized. Although other databases are being developed on specific microbial properties, such as inactivation of microorganisms in environmental media (Pachepsky et al., 2010), or explicitly include other valuable support information (e.g., methods of analysis, experimental set up, etc.), this database helps bridge the gap between modeling, monitoring, and methods by identifying parameters that are typically used by models engaged in QMRA assessments. These parameters address modeling paradigms that include release mechanism from manure forms (e.g., solid pats, slurry, and dry litter); fate and transport through various environmental media (e.g., overland, groundwater, surface water); exposure; intake; ------- and risk. Some parameters may be widely used (e.g., inactivation rates), while others may seem obscure but only because users may not be familiar with the specific models or the literature associated with them. Although there is no common classification of manures, typically one distinguishes liquid manure or slurry (less solid fraction), sludge (e.g., lagoon material), dry litter, and pastureland animal waste (e.g., cowpats), although sometimes farmyard manure (more solid fraction) is designated. For simplification, these categories have been combined into three designations: Solid, Slurry, and Dry Litter. As additional parameters are used in more models, these can be added to the database to ensure a smooth linkage between data collected in the field and at the bench-scale with models that consume the information. Once populated, the database can act as a reference help parameterize models used in QMRAs. In addition, for models registered to integrated environmental modeling infrastructures (Whelan et al., 2014b; Laniak et al., 2013), the database editor can be used to automatically populate model input requirements, as illustrated by Whelan et al. (2014a). PARAMETERS CONTAINED IN THE MICROBIAL PROPERTIES DATABASE Table 1 lists the parameters contained in the Microbial Properties Database with definitions. The list has been compiled using input needs of models that can be, and traditionally have been, used in microbial assessments investigating microbial release mechanisms from manure (Bradford and Schijven, 2002; Kim et al., 2015; Guber et al., 2010, 2013) and supporting fate and transport modeling, watershed modeling (Bicknell et al., 1997; EPA 2013b, 2013c), and exposure and risk assessment modeling (Seller et al., 2008, 2004). Table 2 expands on Table 1's first seven parameters (Name, LandllseName, DomesticAnimalName, WildLifeName, UrbanizedName, MediumName, and ManureForm), since they describe indices associated with other microbial parameters in Table 1. Table 3 combines Tables 1 and 2 to create the Microbial Properties Database ontological dictionary which groups similar and related parameters and provides a single naming convention for variables and parameters shared by modeling components (Whelan et al., 2014b). Table 3 provides the following specific information: • Variable Name • Variable Description/Definition • Variable Dimension/Cardinality - Number of elements in a set or other grouping, as a property of that variable. For example, if the variable "concentration" is a function of chemical name, location, and time, then it would have a dimension of 3. • Variable Data Type - String, Float, Integer, Logical • Primary Key - Variables that can only be identified and defined once in a workflow ontology (i.e., universal parameter recognized by all components within a workflow). • Sealer - Indicates that the variable is not part of a list. If it is part of a list, then it is considered self-indexed (a function of itself) or self-enumerated (specified one after another). For example, a time series is typically self-indexed, so the first time is indexed to 1, the second time is indexed to 2, etc. Self-indexing (i.e., being non-sealer) increases the Variable Dimension by one. • Variable Range - Minimum and Maximum • Measure — Categorizes a collection of units that inherit the same measuring properties; for example, meter, foot, and yard are units for the measure "Length." • Variable's Units - Scaling properties within the same measure. • Stochastic - Identifies variables available for statistical manipulation, such as Monte Carlo • Indices - Elements in a set or other grouping, as a property of that variable (other parameters of which this variable is a function; see Table 2). ------- Table 1. Parameter names and descriptions in the Microbial Properties Database Parameter Name Name LandUseName DomesticAnimalName WildLifeName UrbanizedName MediumName ManureForm AlphaM Bman ReleaseRateEff ReleaseRateEffConstant ExcretionDensity ExcretionDensitySuperShedder FastDieOff Manure PartitionCoef Prevalence SlowDieOff Manure BetaPoissonConst BetaPoissonExp ExpoDoseRespConst GompertzLogFirstConst GompertzLogSecondConst HypergeometricFirstConst HypergeometricSecondConst Attach Rate Parameter Description Name of microbe Land Use Type Domestic Animal Name Wildlife Name Name of Mixed Urban or Built up area Environmental Medium associated with Microbe Physical form of the manure (solid, slurry, dry litter) Fitting parameter that controls the initial microbial release rate from the manure (Bradford and Schijven, 2002) The fitting parameter defining the shape of the Microbe manure- release curve (Bman) (Bradford and Schijven, 2002) Microbial release rate efficiency from the manure (which is constant with time); it is the fraction of the microbes that are actually released from the manure (Er) (Bradford and Schijven, 2002) A Constant parameter that reflects the microbial release rate efficiency from the manure; the release rate efficiency varies with time (b) (Kim etal., 2015) Density of microbe in feces of animal per wet weight Density of microbe in feces of animal that is a super shedder per wet weight Fast stage microbial inactivation rate by manure form (Blaustein et al., 2013) Instantaneous partition coefficient between liquid and solid phases (traditional distribution coefficient, Kd) Fraction of the animals infected with pathogen Slow stage microbial inactivation rate by manure form (Blaustein et al., 2013) Constant shape parameter in Beta Poisson Dose-Response Model (Haas etal., 1999) Exponent shape parameter in Beta Poisson Dose-Response Model (Haas etal., 1999) Constant parameter (r) in Exponential Dose-Response model (Haas et al., 1999) First parameter (a) in Gompertz-log Dose-Response model (Haas et al., 1999) Second parameter (b) in Gompertz-log Dose-Response model (Haas et al., 1999) First parameter (a) in Hypergeometric Dose-Response model (Haas et al., 1999) Second parameter (b) in Hypergeometric Dose-Response model (Haas et al., 1999) Attachment rate of Microbe at the soil-solid phase (ka in KINEROS2/STWIR) (Guber et al., 2010) ------- Detach Rate ExchangeDepth InfilFracKf MassTransferRateK StrainCoef SepticConc lnfect_asymtomatic lnfect_endemic lnfect_incubation lnfect_p_to_p lnfect_reinfect lnfect_response lnfect_symtomatic AnimalConcMass AnimalShedRateMass BuiltUpRate DieOffManure DieOffMedium DieOffTempCorr Mass WildLifeDensity WildLifeShedRate Detachment rate of Microbe at the soil-solid phase (lower case kd in KINEROS2/STWIR) (Guber et al., 2010) Thickness of top layer that actively interacts with overland flow (i.e., mixing zone) (Guber et al., 2010) Fraction of infiltrated cells that have been filtered out by the soil mixing zone (i.e., staying in mixing zone) (kf in Model 2 KINEROS2/STWIR) (Guber et al., 2010) Mass Transfer Rate of Microbe at the soil-solid phase interface (k in Model 1 KINEROS2/STWIR) (Guber et al., 2010) Straining coefficient, referring to losses due to infiltration (unity is not infiltration loss) (kstr in KINEROS2/STWIR) (Guber et al., 2010) Typical microbial concentration in septic system waste Duration of asymptomatic infection in days Beta_end (endemic transmission rate) (Seller et al., 2008, 2004) Duration of incubation in days (Seller et al., 2008, 2004) Beta_pp (person-person transmission rate) (Seller et al., 2008, 2004) Duration of protection from reinfection in days (Seller et al., 2008, 2004) Probability of symptomatic response, expressed as a fraction (Seller et al., 2008, 2004) Duration of symptomatic infection in days (Seller et al., 2008, 2004) Microbial concentration based on mass of waste shed by domestic animal Domestic animal shedding rate in mass of waste (weight weight) per time Accumulation rates in median microbial counts per area per time by built up (i.e., urbanized) land use First-order microbial inactivation/die-off rate by manure form First-order microbial inactivation/die-off rate by environmental medium Microbial inactivation/Die-off rate Temperature Correction Mass of a single microbe Typical number of wildlife per unit area by landuse pattern Typical wildlife microbial shedding rate per wildlife ------- Table 2. Indices associated with Parameters Index Definition Name Microbe Name. There are 17 microbes currently registered by microbe type (Indicator or Pathogen) and class (Bacterial, Protozoa, or Virus): • Indicator Bacteria 1. E. coli 2. Enterococci 3. Clostridium perfringens 4. Fecal Coliforms 5. Bacteroides • Pathogenic Bacteria 6. Salmonella spp 7. Campylobacter spp 8. E. coliO157:H7 9. Listeria 10. Mycobacterium avium paratuberculosis • Pathogenic Protozoa 11. Cryptosporidium parvum 12. Giardia lamblia 13. Toxoplasma gondii • Pathogenic Viruses 14. Enterovirus 15. Rotavirus 16. Adenovirus 17. Norovirus DomesticAnimalName Domestic Animal Name. There are seven domestic animal name designations: 1. DairyCow: Dairy Cow 2. BeefCow: Beef Cattle 3. Swine 4. Poultry 5. Horse 6. Sheep 7. OtherAgAnimal: Other Agricultural Animal LandUseName Landuse Type. There are four landuse type designations: 1. Forest 2. Cropland 3. Pasture 4. Urbanized (a.k.a. Builtup) UrbanizedName Name of Urbanized or Builtup areas. There are four Urbanized designations: 1. CommercialAndServices: Commercial and Services 2. Residential 3. MixedUrban: MixedUrban 4. TransportationCommunicationUtilities: Transportation, Communication, Utilities WildlifeName Wildlife Name: There are six wildlife name designations: 1. Duck ------- 2. Goose 3. Deer 4. Beaver 5. Racoon 6. OtherWildlife: Other Wildlife ManureForm Physical form of the manure. There are three designations: 1. Solid 2. Slurry 3. Dry Litter MediumName Name of environmental medium associated with Microbe. There are 11 medium designations: 1. Air 2. VadoseZone 3. Aquifer 4. Impoundment (e.g., pond, reservoir) 5. WasteStoragePond 6. SurfaceWater (e.g., river, stream) 7. Soil 8. Sediments 9. Stormwater 10. WastewaterEffluent 11. GrayWater ------- Table 3. Microbial Properties Database Ontological Dictionary NAME Name LandUseName DomesticAnimalName WildLifeName UrbanizedName M.d,UmN,™ Ma.ureForm WildLifeDensity WildLifeShedRate AnimalShedRateMass An,™IQ,ncM,,, SepticConc BuiltUpRate Mass DieOffTempCorr Prevalence ExcretionDensity ExcretionDensitySuperShedder PartitionCoef ExpoDoseRespConst Parameter Description Nameofmicrobe Land Use Type Domestic Animal Name Wildlife Name Name of Mixed Urban or Bui It associated with Microbe (solid, slurry,dry litter) Typical numberof wildlife per unitarea bylanduse pattern Typical wildlife microbial shedding rate per wildlife Domestic animal shedding rate in mass of waste (ww) pertime Microbial concentration based in se ptic system waste Accumulation rates in median microbial counts perarea per time by built up land use Mass of a single microbe First-order microbial medium First-order microbial m a n u re f o rm Microbial inactivation/Die-off rate Temperature Correction Slow phase (dark) microbial form V Fast phase (light) microbial form Fraction of the animals infected with microbe Density of microbe in feces of p infected animal that is a super shedder perww coefficient between liquid and solid phases (traditional distribution coefficient, Kd) Constant para mete r(r) in Exponential Dose-Response model Dimension 1 1 1 1 1 1 1 2 2 1 2 1 3 1 1 2 2 2 2 1 Data Type STRING STRING STRING STRING STRING STRING STRING FLOAT FLOAT FLOAT FLOAT FLOAT FLOAT FLOAT FLOAT FLOAT FLOAT FLOAT FLOAT FLOAT Primary Key FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE 1 T ^ s z FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE Minimum 0 0 0 0 0 0 0 0 0 0 0 0 0 \ •* i l.OE+38 l.OE+38 l.OE+38 l.OE+38 l.OE+38 l.OE+38 l.OE+38 l.OE+38 1.0 l.OE+38 l.OE+38 l.OE+38 l.OE+38 Measure Unitless/Area Microbial Counts/Time Mass/Time Microbial Counts /Mass Microbial Microbial Counts/Area/Time Mass Ratio Microbial Microbial Counts /Mass Volume/Mass 1/Microbial Counts Units Number/ac Microbial Counts/d Kg/d Microbial Counts/g Microbial Counts/L Microbial Counts /a c/d g Fraction Microbial 1% Microbial Counts/g mL/g 1/Microbial Counts Stochastic? FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE Index 1 LandUseName Name DomesticAnimalName Name Name Name Name Name Name Name Name Name Name Index 2 WildlifeName WildlifeName D.mM«rtn,m,IN,m. LandUseName DomesticAnimalName DomesticAnimalName D.mM«rtn,m,IN,m. MediumName Index 3 UrbanizedName ------- Table3. Microbial Properties Database Ontological Dictionary (cont'd) NAME BetaPoissonExp BetaPoissonConst HypergeometricFirstConst HypergeometricSecondConst GompertzLogFirstConst GompertzLogSecond Const - V Infect endemic Infectjncubation Infect p to p lnfect_reinfect Infect response lnfect_symtomatic AttachRate DetachRate MassTransferRateK InfilFracKf StrainCoef ExchangeDepth AlphaM Bman Release Rate Eff Constant ReleaseRateEff Parameter Description Exponent shape para meter in Beta Poisson Dose-Response Model Constant shape para meter in Beta Poisson Dose-Response Model First parameter (a) in Hype rgeo metric Dose-Response model Second parameter(b)in Hype rgeo metric Dose-Response model First para meter (a) in Gompertz- log Dose-Response model Second parameter(b)in Gompertz-log Dose-Response model Duration of asymptomatic infection in days Beta end (endemic transmission rate) Duration of incubation in days Beta pp (person-person transmission rate) Duration of protection from reinfection in days Probability of symptomatic response, expressed as a fraction Duration of symptomatic infection in days Attachment rate of Microbe at the soil-solid phase (ka in KINEROS2/STWIR) Detachment rate of Microbe at the soil-solid phase (lower case kd in KINEROS2/STWIR) Mass Transfer Rate of Microbe atthe soil-solid phase interface (k in Model 1 KINEROS2/STWIR) Fraction of infiltrated cells that have been filtered out by the soil mixing zone (i.e., staying in mixing zone) (kfin Model 2 KINEROS2/STWIR) Straining coefficient (kstr in KINEROS2/STWIR) Thickness of top layerthat actively interacts with overland flow (i.e., mixing zone) Fitting para meter that Controls the initial Microbial release rate from the manure The fitting parameter defining the shape of the Microbe manure-release curve (Bman) A Constant para meter that reflects the microbial release rate efficiency from the manure; the release rate efficiency varies with time (b) Microbial release rate efficiencyfrom the manure (which is constant with time); it is the fraction of the microbes that a re actually re leased from the manure (Er) Dimension 1 1 1 1 1 1 1 1 1 1 1 1 3 3 3 2 2 1 2 2 2 2 Data Type FLOAT FLOAT FLOAT FLOAT FLOAT FLOAT FLOAT FLOAT FLOAT FLOAT FLOAT FLOAT FLOAT FLOAT FLOAT FLOAT FLOAT FLOAT FLOAT FLOAT FLOAT FLOAT Primary Key FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE Not Self-indexed? TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE Minimum 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Maximum l.OE+38 l.OE+38 l.OE+38 l.OE+38 l.OE+38 l.OE+38 l.OE+38 l.OE+38 l.OE+38 l.OE+38 1 l.OE+38 l.OE+38 l.OE+38 l.OE+38 1 1 l.OE+38 l.OE+38 l.OE+38 l.OE+38 l.OE+38 Measure Microbial Counts ime Time Time Ratio Time I/Time I/Time Length/Time Ratio Ratio Length I/Time I/Time Ratio Units Microbial Counts ays days days fraction days 1/hr 1/hr cm/hr fraction fraction m 1/hr 1/hr fraction Stochastic? TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE Index 1 Name Name Name Name Name Name ame Name Name Name Name Name Name Name Name Name Name Name ManureForm ManureForm ManureForm Name Name Index 2 MediumName MediumName MediumName ManureForm ManureForm ManureForm ManureForm Index 3 ManureForm ManureForm ManureForm ------- DEMONSTRATION This tutorial reviews some of the screens, icons, and basic functions of downloading the tool and using the Microbial Properties Database Editor (MPDBE): • Software access, retrieval, and download. • Sort, identify, and select a list of microbes in the database by microbe name, type (i.e., indicator or pathogen) and/or class (i.e., bacteria, protozoa, or virus). • Edit identification characteristics of existing microbes, or create identification characteristics of a new microbe. • Edit microbial properties. SOFTWARE ACCESS, RETRIEVAL, AND DOWNLOAD This section describes how to access, retrieve and download the Microbial Properties Database Editor. 1. The Microbial Properties Database Editor software, which is contained in the zip file, titled "MicrobePropertyDBFiles.zip", can be retrieved from the following site: O:\Public\QMRA\Microbial Properties DB Editor V Computer > Data (\\AA.AD.EPA.GOV\ORD\ORD) (0:) > Public File Edit View lools Help Organize •*• ^ Open E-mail Burn New folder Data (\\AA.AD.EPA,GOV\ORD\ORD110;i ^ rk Storage >m PRIV ILandscape Clearance Pkg QMRA^ Microbial Properties DB Editor Narrative Peer-reviewed Manuscripts SARA Timeseries Utility SDMPB SDMPBJdentifying the Basin of Interest rial * Software for Download Vlt FORTRAN Library Microbial Properties Database Editor SARA Timeseries Utility . SDMPB Virtual Beach Name itiz LM . Lucner . McKane (. MED Refresh ^ Software for Download > Microbia! Properties Database Editor Name * MicrobePropertyDBFiles.zip Date modified Type 11/25/2014 9:53 AM WinZip File 10 ------- 2. Unzip or extract the files, creating a folder; in the case below, a folder with the same name (MicrobePropertyDBFiles) was created in the same directory as the zip file. Two files are unzipped or extracted to the MicrobePropertyDBFiles folder: MDBE.exe and Microbes Test.mdb. ^ Computer * OSDisk (C:) > Users t gwhelan ^ MicrobialPropertyDB ^ MicrobePropertyDBFiles File Edit View Joels Help Organizes Include in library •» Share with •* Burn New folder ^* Computer -• Name Type Date modified Size J^» OSDisk (C.) -^MDBE.exe Application 9/18/2014 9:51 AM 105KB BASIN S41 £r; Microbes Test.mdb Microsoft Access Database 11/24/201412:35... 920KB Corel csc-data MyFiles NSLFiles ORDApps ^ . P erf Logs Program Files Program Files (x86) ProgramData Python27 Temp USEPA ' Users Administrator Default gina.lubucchiaro2 J gwhelan AppData O] Contacts csc-data • • Desktop ^ Downloads iemTechnologies f Links ^ ±, MicrobialPropertyDB MicrobePropertyDBFiles - MicrobePropertyDBFiles.zip 3. Execute the MDBE.exe file and the following screen appears. Choose File, then Open. 11 ------- 4. Search for Microbes_Test.mdb in the same folder (shown below) and Open the file. tf Open Existing Microb^l Database ^^^^^^^^^^^^ ^ yTJtti j^ « Users > gwhelan > MicrobialPropertyDB > MicrobePropertyDBFiles •* ^ I Search MicrobePropertyDBFiles fl Organize " New folder j~ » EH ® • Desktop * Name Date modified Type Size 4!. Downloads Recent Places ' • Desktop : ^ Libraries !> 0 Whelan, Gene ' ;fc Computer ' §• OSDisk (C:) > J> BASINS41 > J|i Corel . ^ ^ csc-data MyFiles NSLFiles ORDApps PerfLogs > ,^j Program Files > J« Program Files (x86) > Ji ProgramData > ^ Python27 t> J( Temp I> ,|i USEPA J^ Users Administrator > JU Default gina,lubucchiaro2 <• gwhelan !> j, AppData •3 Contacts csc-data r; Desktop - 4^ Downloads > ^. iemTechnologies |l Links 0 Microbes_Test.mdb 11/24/201412:35... Microsoft Access ... 920KB ' MicrobialPropertyDB MicrobePropertyDBFiles . MicrobePropertvDBFiles.zip ' < 1 ' Filename: MicrobesTest.mdb T MS Access DB (*.mdb) "^ | Open Cancel 12 ------- 5. The following screen appears: •^ Microbial Database File Help [Select Microbe of Concern | _ O Name n Microbe Type n Microbe Class Search Results Edt Microbe Identity j Edit Microbe Properties Indicator Bacteria [-0 | 1°1 • Search Clear ™ Selected Microbes • E Cnh ^^^•ll'CnllHftinnl •! 1 Enterococci Clostridium perfringens Fecal Coliforms Bacteroides Salmonella spp Campylobacterspp E. coli0157:H7 Listeria Mycobacterium avium paratuberculosis Cryptosporidium parvum Giardia larnblia Toxoplasma gondii Enterovirus Rotavirus Adenovirus Norovirus . . » . 1 1 f< \ 6. Choosing File, Search Criteria 'C\ Name n Microbe Type •_| Microbe Ctass Search Results Search Selected Microbes Enterococci Clostridium perfringens Fecal Coliforms Bacteroides Salmonella spp Carnpylobacter spp E. coii0157:H7 Listeria Mycobacterium avium paratuberculosis Cryplosporidium parvum Giardia lamblia Toxoplasrna gondii Enterovirus Rotavirus Adenovirus Norovirus 13 ------- 7. The following choices are available: a. New: Creates a new, empty database (no values or references) except the microbe list is retained. b. Open: Opens an existing database. c. Save: Saves the existing changes under the current file name. d. Save As: Saves the existing changes under a new, user-defined file name. e. Save and Exit: Saves the existing changes under the current file name and exits. f. Exit: Exits without saving. 8. By choosing New, Open, or Save As, the following screen appears, prompting the user to type the file name. Select File and Save As, and in the File Name text box, type a new file name such as MicrobeGW. Push Save. -^. Save As Microbial Database | > Computer > OSDisk[GJ > Users > gwhelan > MicrobialPropertyDB > MicrobePrcpertyDBFiles » *t M - i'« P Organize *• Newfolder ^EE » © . . iemTechnologies - Name Date modified Type MicrobialPropertyDB mb_090214 mb 090414 mb_091214 mb_091514 mb 091714 ,. mb_091814 MicrobePrapertyDBFile! Ej Microb«.mdb 9A7/2014 4:18 PM Microsoft Test! File name:! MicrobesGW] 1 s fr |jBB™™«Jdb) - Hide Folders [ Save | | Cancel | 14 ------- SORT, IDENTIFY, AND SELECT A LIST OF MICROBES This section describes how a user sorts, identifies, and selects a list of microbes in the database by microbe name, type (indicator or pathogen), and/or class (bacteria, protozoa, or virus). 1. Go to the Select Microbe of Concern tab XJto : :•_-?";.{ O Search Criteria PI Name H Microbe Type n Microbe Class Search Results Search Selected Microbes Enterococci Closlridium perfringens Fecal California Bacteroides Salmonella spp Campylobacterspp E coli 0157:H7 Listeria Mycobacterium avium paratuberculosis Cryptospondium parvum Giardia lamblia Toxoplasma gondii Enterovirus Rota virus Adenovirus Norovirus 2. There are several ways to search for a microbe: a. Search by Name: Check the Name box and type "E. coli". Make sure the period and space are included. Press Search to search for all microbes containing the name "E. coli." Results of the search appear under Search Results as seen in the screen capture below. File Help Select Microbe of Concern Edl Mkjobe Identty | Edt Mjcrcbe Properties Search Criteria '"E.COII KM* Indicator Search Results Selected Microbes 15 ------- b. Search by Microbe Type: Uncheck Name box, check the Microbe Type box, choose the down arrow, and select Indicator or Pathogen. Pathogen was chosen in the screen capture below. Pressing Select will search for all microbes classified as Pathogen, providing results under Search Results as noted below. File Help Select Microbe of Concerr Search Criteria D Name [7| Microbe Type D Microbe Class Search Results Edit Microbe Identity E Selected Microbes Campylobacter spp E.co1i0157:H7 Listeria Mycobactenum avium paratubercutosis Cryptosporidium parvum Giardta lamblia Toxoplasma gondii Enterovirus Rotavirus Adenovirus Norovirus c. Search by Microbe Class: Check the Microbe Class box, choose the down arrow, and select Bacteria, Protozoa, or Virus; Protozoa was chosen in the screen capture below. Pressing Select will search for all microbes classified as Protozoa, providing results under Search Results, as noted below. Select Microbe of Concern Edit Monte Idently ' EdU Microbe Properties Search Criteria H Name f I Microbe Type S Microbe Class Search Search Results Giardia lamblia Toxoplasrna gondii 16 ------- d. Search by a Combination of Criteria: Check the Microbe Type and Microbe Class boxes, then choose Pathogen and Bacteria, respectively. Pressing Select will search for all microbes classified as Pathogen and Bacteria, providing results under Search Results as noted in the screen capture below. File Help Select Microbe of Concern Edj Microbe Idently EdJ Microbe Properties Search Criteria D Name E <>li Search I [71 Microbe Type 0 Microbe Class Pathogen Bacteria Search Results Campylobacter spp E. coliO157:H7 Listeria Mycobacterium avium paratuberculosis Selected Microbes 3. To Clear Search Criteria, click Clear and the full list of microbes reappears under Search Results. File Help Edit Microbe Identity Edrt Microbe Properties Search Criteria Q Name D Microbe Type Indicator D Microbe Class Bacteria Search Results Selected Microbes Enterococci Clostridium perfringens Fecal Coliforms Bacteroides Salmonella spp Campytobacterspp E.coli0157:H7 Listeria Mycobacterium avium paratuberculosis Cryptosporidium parvum Giardia lambiia Toxoplasma gondii Enterovirus Rota virus Adenovirus Norovirus 17 ------- 4. To select microbes for interrogation or to edit their properties, left-click on the name under Search Results (the name will be highlighted), then left-click on the » box to move the microbial name to Selected Microbes (see selection of Salmonella spp in the screen capture below). Micrabial Database File Help Select Microbe of Concern Eds Microbe Identity | Edit Microbe Properties I Search Criteria Name U Microbe Type | Indicator !_J Microbe Class Bacteria Search Results Selected Microbes E. Coli Enterococci Clostndium perfringens Fecal Coliforms acteroides Campylobacter spp E. coli 0157H7 Listeria Mycobacterium avium paratuberculosis Cryptosporidium parvum Giardia lamblia Toxoplasma gondii Enterovirus Rotavirus Adenovirus Norovirus File Help Select Microbe of Concern Edit Microbe Identity Edit Microbe Properties Search Criteria n Name LJ Microbe Type [U Microbe Class Search Results E.coti Pathogen Bacteria Search Clear E.Coli Enterococci Clostridium perfringens Fecal Coliforms Bacteroides Carnpyiobacterspp E.coli0157:H7 Listeria Mycobacterium avium paratuberculosis Cryptosporidium parvum Giardia lamblia Toxoplasma gondii Enterovirus Rotavirus Adenovirus Norovirus 18 ------- 5. Multiple microbes can be chosen and moved from Search Results to Selected Microbes, as illustrated in the screen capture below where E. coli has been selected. File Help Sdecl Microbe of Concern | Ed» Microbe Identity | Edt Microbe Properties | Search Criteria d Name D Microbe Type E. coli Search Pathogen Bacteria Clear I Microbe Class Search Results Enterococci Clostridium perfringens Fecal Coliforms Bacteroides Salmonella spp Campylobacterspp E.coliQ157:H7 Listeria Mycobacterium avium paratuberculosts Cryptosporidium parvurn Giardia lamblia Toxoplasma gondii Enterovirus Rotavirus Adenovirus Norovirus Selected Microbes Salmonella spp 6. To de-select a choice, highlight the microbe in Selected Microbes, and click the « button, as illustrated in the screen capture below where Salmonella spp has been removed. File Help Select Microbe of Concern Edit Microbe Identity | Edit Microbe Properties Search Criteria Q Name [ | Microbe Type D Microbe Class E. coli Pathogen Bacteria Search Clear Search Results Selected Microbes E.Coli Enterococci Closfridium perfringens Fecal Coliforms Bacteroides Campylobacter spp E.coli0157:H7 Listeria Mycobacterium avium paratuberculosis Cryptosporidium parvum Giardia lamblia Toxoplasma gondii Enterovirus Rotavirus Adenovirus Norovirus E. Coli 19 ------- Sdect Microbe of Concern Edit Microbe Identity Edit Microbe Properties | Search Criteria D Name E.coli Search Microbe Type Pathogen t J Microbe Class | Bacteria Search Results Clear Selected Microbes Enterococci Clostridium perfringens Fecal Coliforms Bacteroides Salmonella spp Campyiobacterspp E. coli 0157H7 Listeria Mycobacterium avium paratuberculosis Cryptosporidium parvum Giardia lamblia Toxoplasma gondii Enterovirus Rotavirus Adenovirus Norovirus 7. Select Salmonella again and move it to Selected Microbes. File Help Select Microbe of Concern Edi Microbe IdertSy Edit Microbe Properties Search Criteria Q Name D Microbe Type Indicator IJ Microbe Class Bacteria Search Results Selected Microbes E. Coll Enterococci Clostridium perfringens Fecal Coliforms Bacteroides Campyiobacterspp E. coli 0157H7 Listeria Mycobacterium avium paratuberculosis Cryptosporidium parvum Giardia lamblia Toxoplasma gondii Enterovirus Rotavirus Adenovirus Norovirus E. Coli 20 ------- EDIT IDENTIFICATION CHARACTERISTICS OF EXISTING MICROBES, OR CREATE IDENTIFICATION CHARACTERISTICS OF A NEW MICROBE This section describes how a user edits identification characteristics of existing microbes or creates identification characteristics of a new microbe. 1. To edit identification characteristics of existing microbes or create them for a new microbe, left- click on the Edit Microbe Identity tab. Select Microbe of Concern Selected Microbes Salmonella spp Identity Id Name Alias Type Class EColi E. Coli Update 2. To change information in the Identity section (Name, Alias, Type, and/or Class), edit the information and choose Update. This will not change the "Id," but will change information associated with it. Select Microbe of Concern bdt M::i-.be Iderrtrtyj Edit Microbe Properties Selected Microbes Salmonella spp Identity Id Name Alias Type Class E. Coli E. Coli 21 ------- 3. One way to create and register a new microbe is to select an existing microbe, rename and save it; the original microbe remains unchanged. To demonstrate, highlight E. coli in Selected Microbes. File Help Select Microbe of Concern [ElWSSbeldertrS j E* Microbe Properties Selected Microbes Salmonella spp Identity Id Name Alias Type Class E Coli 4. Register the GB-124 Bacteroides Phage as an indicator virus. Edit the Identity by changing the Name to GB-124 and the Alias to Bacteroides Phage. Under Type, click the down arrow and choose Indicator. Under Class, click the down arrow and choose Virus. File Help Select Microbe of Concern EdJ Microbe Idenffly Edit Microbe Properties Selected Microbes Salmonella spp Identity Id Name Alias Type Class Actions 1 GB-124 Bacteroides Phage Indicator fiVi ^' 22 ------- 5. Under Actions, click New and select GB-124 in Selected Microbes. This will register the new microbe, assign a new identification (Id) number (i.e., 39), and add the name to Selected Microbes. Select new microbe GB-124 in Selected Microbes, and its information appears under Identity. V Mkrabial Database File Help Select Microbe of Concern EdJ Microbe Identity Edl Microbe Properties Selected Microbes Salmonella spp E. Coli Identity Id Name Alias Type Class Bacteroides Phage Update Indicator Virus 6. To verify that the new microbe has been added to the Search list, return to the Select Microbe of Concern tab, and GB-124 will appear in Search Results and Selected Microbes. File Help [^S^ESr*;^..?0™"!: Edl Microbe Identty Edit Microbe Properties Search Criteria D Name Ecoli n Microbe Type | Pathogen n Microbe Class Bacteria Search Results Clostridium perfringens Fecal Coliforms Bacteroides Salmonella spp Campylobacterspp E. coli 01S7:H7 Listeria Mycobacterium avium paratuberculosis Cn/ptosporidium parvum Giardia lamblia Toxoplasma gondii Enlerovirus Rotavirus Adenovirus Norovirus GB-124 Search Clear Selected Microbes 23 ------- 7. To delete a microbe, go to the Edit Microbe Identify tab, choose the microbe in Selected Microbes, and click Delete under Actions, as illustrated with GB-124 in the screen capture below. tjf Microbial Database File Help Select Microbe of Concern \ Edit Microbe Identity I Edit Microbe Properties Selected Microbes Salmonella spp E. Coli Identity Id Name Alias Type Class Actions •-' GB-124 Bacteroides Phage Indicator Virus File Help Select Microbe of Concern Selected Microbes ;r.?s!*£ Edit Microbe Properties Salmonella spp Identity Id Name Alias Type Class E.Coli E. Coli Actions Indicator » Bacteria » 24 ------- 8. To verify that the new microbe has been removed from the Search list, return to the Select Microbe of Concern tab, and GB-124 should be gone. 4jf. Microbial Database File Help ^^^^^m |.0.| a |B -&-.! Select Microbe of Concern [Edit Microbe Identity | Edit Microbe Properties | D Name D Microbe Type Search Results E. coli Pathogen D a ctena Enterococci ClostridJum perfringens Fecal Coliforms Bacteroides Salmonella spp Campylobacterspp E.coliQ157:H7 Listens Mycobaclerium avium paratuberculosis Cryptosporidium parvum Giardia lamblia Toxoplasma gondii Enterovirus Rota virus Adenovirus Norovirus . I >:> ! . . I ^ I Selected K lie Search obes 25 ------- EDIT MICROBIAL PROPERTIES This section describes how a user edits microbial properties. 1. To view a list of parameters registered with the database and to edit or assign values and references to them, click on the Edit Microbe Properties tab, and the following screen appears. File Help Select Microbe of Concern Edit Microbe Identity Edit Microbe Properties | a Property AlphaM B Indices [ManureForm] Solid 2. Click Property under Edit Microbe Properties, and choose the down arrow beside the Property text box. File Help Select Microbe of Concern Edit Microbe Idently Eds Microbe Propeitie: C Indices [ManureForm] ManureForm Solid 26 ------- 3. A list of parameters registered in the database will appear in alphabetical order. V^ Microbial Database File Help Select Microbe of Concern \&SL Microbe IdertSy j Ed! Microbe Propel ••• Property [AlphaM Indices ManureF Bman ExchangeDepth AnimalConcMass AnimalShedRateMass AttachRate BetaPoissonConst BetaPoissonExp Bman BuiltUpRate DetachRate DieOffManure DieOffMedium DieOffTempCorr ExcbsngeDepth Excretion Density ExcretionDensitySuperShedder ExpoDoseRespConst FastDieOffManure GompertzLogFirstConst GompertzLogSecondConst HypergeometricFirstConst HypergeometricSecondConst IndicatorPathogen lnfect_asymtomatic lnfect_endemic Infectjncubation lnfect_p_to_p lnfect_reinfect lnfect_response lnfect_symtomatic InfilFracKf 4. This list is consistent with information in Tables 1, 2 and 3. By choosing a parameter such as WildLifeDensity, indices (LandUseName and WildlifeName) and their corresponding choices (Cropland and Duck, respectively) are identified. Additional metadata are provided in the lower- most box, including Name (Label), Description, Value, Units and Reference. a_ Microbial Database - ! '°< Help Select Microbe of Concern Edit Microbe Identity Edit Microbe Properties - [LandUseName] [WildLifeName] LandUseName WildLifeName Cropland Duck WildUfeDensty TyplcaJ number of »... 27 ------- 5. The user can choose an index under Indices. In this example, LandUseName and WildlifeName are indices for WildLifeDensity (i.e., WildLifeDensity is a function of the two parameters). The user can view choices under Indices by using down arrow beside the listed indices. In the example below, WildLifeDensity indices chosen are Cropland for LandUseName, and Deer for WildLifeName. Select Microbe of Concern EdJ Microbe Identity Edt Microbe Properties Properties •« Property WildLifeDensity Indices 6. By choosing the parameter and its indices, the user can view or edit the values and references associated with these choices, as illustrated below where value and reference have yet to be defined. ? Microbial Database File Help Seled Microbe of Concern | Edit Microbe Identity Ed« Microbe Properties a Property WildLifeDensity Indices tandUseName] [WildLifeName] Cropland LandUseName WildLifeName JDeer I Label Typical number of «rid . Range: 0 to 1E+3S 28 ------- 7. To add or edit a value, the user left-clicks on the Value text box and enters the number. Note that the allowable range (minimum and maximum) is provided in the lower left corner. Select Microbe of Concern Ed* Microbe Identty EdJ Micrabe Properties « Property WildLifeDensity Indices [LandUseName] [WildLifeNam LandUseName WildLifeName 8. Here, enter 0.008. Select Microbe of Concern Edit Microbe Identity Edit Microbe Properties Property WildLifeDensity Indices 29 ------- 9. If the value is within the range, the box will turn green when it is reselected. File Help Select Microbe of Concern | Edit Microbe Identity] Edl Microbe Properties Property WildLifeDensity Indices [LandUseName] [WildLifeName] LandUseName WildLifeName [cropland Deer Range: 0 to 1E*38 10. If the value is out of range (e.g., -0.008), the box will turn red when it is reselected. File Help Select Microbe of Concern Ed« Microbe Identity Edit Microbe Properties <«• Property [wildLifeDensity^ Indices [ [LandUseName[ [WildLifeName] LandUseName WildLifeName [Cropland Deer Range: 0 to 1E*38 30 ------- 11. Adding references can be executed in a manner very similar to adding values to parameters. Double-click on the Reference box. File Help Select Microbe of Concern Edit Microbe Identity &tt Microbe Properties * Property [wildLifeDensity ! indices [ [LandUseName] [WildLifeName] LandUseName WildLifeName Cropland Deer Range: 0 to 1E+38 12. The following screen appears. The Edit button is grayed out since there is no reference to edit. 31 ------- 13. The Reference screen is designed for two functions, so one must be careful not to confuse them: a. Add the reference to the database reference list. This functionality allows the user to add all references to the database reference list at one sitting versus having to add and assign a reference to a value each time. b. Assign the reference to the value of the parameter. Once the reference is registered, it can easily be assigned to the value of a parameter. 14. In this example, we will add three references to the reference list: EPA (U.S. Environmental Protection Agency), 2013b. BASINS/HSPF Training, Exercise 10 - Bacterial and temperature modeling. http://water.epa.gov/scitech/datait/models/basins/upload/Exercise-10- Bacteria-and-Temperature.pdf (last accessed 23.02.14.). EPA (U.S. Environmental Protection Agency), 2013c. BASINS user information and guidance, BASINS tutorials and training, http://water.epa.gov/scitech/datait/models/basins/userinfo.cfmfttutorials (last accessed 23.02.14.). Bradford, S.A., Schijven, J.F., 2002. Release of Cryptosporidium and Giardia from dairy calf manure: Impact of solution salinity. Environ. Sci. Technol. 36(18), 3916-3923. DOI: 10.1021/es025573l. 15. To add the first reference, click New. References Id: Label: No Value No Value Search for Label: | ID Label Description 32 ------- 16. Paste the first reference into the large text box, and add the Label "EPA (2013b)" to its right (under Id). Depending on the operating system, you may need to paste using "Cntl v". NOTE: If you have the same Label as one already registered or if the reference is too long, you may receive a "Try again" message. Id: Label: EPA(2013b) EPA (U.S. Environmental Protection Agency}, 2013b. BASINS/HSPF Training, Exercise 10 - Bacterial and temperature modeling. http://water.epa.gQv/scitech/datait/model5/b35in ' s/upload/Exercise-lO-Bacteria-and- Searoh for Label: 17. Click Save to register the reference in the database under "Id:" as 1. The reference is added to the lowest text box. By clicking on the reference (highlighted in blue), the Id, label, and reference appear in upper text boxes. Since this is the first reference, it is assigned "1." By hovering over the reference description, the reference will also appear as a note. NOTE: Once a reference is added to the database using Save, the addition is permanent to the database, even if you Exit the database editor without using Save; no parameter value will be saved, however. EPA (U.S. Environmental Protection Agency), 2013b. BASINS/HSPF Training, Exercise 10 - Bacterial and temperature modeling. http://w3ter.epa.gov/5citech/datait/model5/ba5in s/upload/Exercise-lO-Bacteris-and- Searcti for Label: ID Label Description 0 1 No Value No Value - 33 ------- 18. To add the second reference, click New and repeat the process. A unique ID (i.e., 2) is assigned. Id: Label: EPA (2013c) EPA (U.S. Environmental Protection Agency), 2013C. BASINS user information and guidance, BASINS tutorials and training. http://water.epa.BQV/scitech/datait/models/basins/ii serinfo.cfmttutorials (last accessed 23.02.14.). Search for Label: 19. To add the third reference, click New and repeat the process. A unique ID (i.e., 3) is assigned. Label: Bradford and Schijven (2002) Bradford, S.A., Schijven, J.F., 2002. Release of Cryptosporidium and Giardia from dairy calf manure: Impact of solution salinity. Environ. Sci. Technol. 35 (IS), 3916-3923. DOI: 10.1021/650255731. 34 ------- 20. To search for a particular reference, use Search for Label where all references that match the "Search for a Label" entry will be listed. To search all reference labels containing "EPA," type "EPA" and Find, as illustrated by the screen capture below. Id: Label: ''•: EPA (U.S. Environmental Protection Agency), 2013b. BASINS/HSPFTraining, Exercise 10- Bacterial and temperature modeling. http://water.eoa.gov/5citech /data it/ mode Is/basin s/upi pad/Exercise-10-Bacteria-and- I Search for Label: EPA (U.S. Environmental Protection Agency), 2013c. BASL 21. To capture the correct reference and assign it to the value in the database, the reference MUST be highlighted [see example below for EPA (2013c)], since only the highlighted reference is assigned. NOTE: When adding references to the database reference list, only one reference can be assigned to each parameter's value. After highlighting the EPA (2013c) reference, choose Assign Reference to assign the value. Users then return to the previous screen (Edit Microbe Properties) where the reference ID is automatically assigned to the value. I EPA (2013c) EPA (U.S. Environmental Protection Agency), 2013C. BASINS user information and guidance, BASINS tutorials and training. http://water.epa.gOV/5citech/datait/model5/ba5ns/j serinfo.cfmMutorials (last accessed 23.02.14.). Search for Label: EPA Description EFA(2C13b> EPA (U.S. Environmental Protection Agency), 2013b. BASI... 35 ------- Select Microbe of Concern Edit Microbe Identity Eda Microbe Pnjperti a Property WildLifeDensity Indices [LandUseName] [WildLifeName] 22. If Close is chosen instead, no new reference will be assigned to the value. Upon returning to the previous screen (Edit Microbe Properties), the reference ID will not have changed. EPA (2013c) EPA (U.S. Environmental Protection Agency), 2013c. BASINS user information and guidance, BASINS tutorials and training. serinfQ.cfmtttutQrials (last accessed 23.02.14.). Search for Label: EPA dose Label EPA (2013b) EPA (2013c) Description EPA (U.S. Environmental Protection Agency). 2013b. BASL EPA (U.S. Environmental Protection Agency). 2013c. BASL. 36 ------- 23. Parameters can also be sorted by Indices. By checking Indices and the down arrow, the user can sort parameters by one or more indices associated with the database. For example, choose [MicrobeName][DomesticAnimalName][ManureForm]. File Help Select Microbe of Concern Edl Microbe Identity ' Ed* Microbe Properties ' Property I DieOflManure VlicrobeName] [DomesticAn , . [DomesticAnimalName' Mlcrober [ManureForm] Domestic [MlcrobeName] [LandUseName] [WildLifeName ManureF [Mic [Mic [Mic obeName] [DomesticAnimalName^ SbwDieOff Manure obeName] [ManureForm" obeName] [MedmmName obeName] [WiidLifeNami obeName] [LandUseName] [UrbanizedName^ obeName] [MediumName] [ManureForm Slow phase (dark) micr 24. Three parameters are listed as functions of the three indices. Values and references can be added credited similarly to previous instructions. V Mkrobial Database . I B File Help Select Microbe of Concern Ed* Microbe Identity Edit Microbe Properties ' Property DieOftWanure 9 Indices | [MicrobeName] [DomesticAnimalName] [ManureForm] MicrobeName E. Coll DornesticAnimalName |DairyCow ManureForm Solid FastDieOffManuns SlowDieOff Manure 37 ------- DISCLAIMER This document has been reviewed in accordance with U.S. Environmental Protection Agency policy and approved for publication. REFERENCES Bicknell, B.R., Imhoff, J.C., Kittle, J.L, Donigian, A.S., Jr., Johanson, R.C., 1997. Hydrological simulation program - FORTRAN, user's manual for version 11. EPA/600/R-97/080, U.S. Environmental Protection Agency, Athens, GA, 755 p. Blaustein, R., Pachepsky, Y., Hill, R.L, Shelton, D.R., Whelan, G. 2013. E. coli Survival in Waters: Temperature Dependence. Water Res, 47(2):569-578. Bradford, S.A., Schijven, J.F., 2002. Release of Cryptosporidium and Giardia from dairy calf manure: Impact of solution salinity. Environ. Sci. Technol. 36(18):3916-3923. Calderon, R., Mood, E., Dufour, A., 1991. Health effects of swimmers and nonpoint sources of contaminated water. Int. J. Environ. Health Res. 1, 21-31. Colford Jr., J.M., Schiff, K.C., Griffith, J.F., Yau, V., Arnold, B.F.,Wright, C.C., Gruber, J.S., Wade, T.J., Burns, S., Hayes, J., McGee, C, Gold, M., Cao, Y., Noble, R.T., Haugland, R., Weisberg, S.B., 2012. Using rapid indicators for Enterococcus to assess the risk of illness after exposure to urban runoff contaminated marine water. Water Res. 46 (7), 2176-2186. EPA (U.S. Environmental Protection Agency), 2013b. BASINS/HSPF Training, Exercise 10 - Bacterial and temperature modeling. http://water.epa.gov/scitech/datait/models/basins/upload/Exercise-10- Bacteria-and-Temperature.pdf (last accessed 23.02.14.). EPA (U.S. Environmental Protection Agency), 2013c. BASINS user information and guidance, BASINS tutorials and training, http://water.epa.gov/scitech/datait/models/basins/userinfo.cfmfttutorials (last accessed 23.02.14.). Guber, A.K., Pachepsky, Y.A., Yakirevich, A.M., Shelton, D.R., Sadeghi, A.M., Goodrich, D.C., Unkrich, C.L., 2010. STWIR, a microorganism transport with infiltration and runoff add-on module for the KINEROS2 runoff and erosion model documentation and user manual. U.S. Department of Agriculture, ARS. Guber, A.K., Pachepsky, Y.A., Dao, T.H., Shelton, D.R., Sadeghi, A.M., 2013. Evaluating manure release parameters for nonpoint contaminant transport model KINEROS2/STWIR. Ecol. Model. 263:126-138. DOI: 10.1016/j.ecolmodel. 2013.05.008. Haas, C.N., Rose, J.B., Gerba, C.P., 1999. Quantitative microbial risk assessment. John Wiley & Sons, Inc. New York. 449 p. 38 ------- Haile, R.W., Witte, J.S., Gold, M., Cressey, R., McGee, C., Millikan, R.C., Glasser, A., Harawa, N., Ervin, C, Harmon, P., Harper, J., Dermand, J., Alamillo, J., Barrett, K., Nides, M., Wang, G.Y., 1999. The health effects of swimming in ocean water contaminated by storm drain runoff. Epidemiology, 10 (4), 355-363. Hunter, P.R., Payment, P., Ashbolt, N., Bartram, J., 2003. Assessment of risk. In: Ronchi, E., Bartram, J. (Eds.), Assessing Microbial Safety of Drinking Water: Improving Approaches and Methods. OECD/WHO, Paris, pp. 79-109. OECD/WHO guidance document (Chapter 3). Kim, K., Whelan, G., Molina, M., Purucker, ST., Pachepsky, Y., Guber, A., Cyterski, M., Ravenscroft, J., Franklin, D., 2015. Rainfall-induced release of microbes from manure: model development, parameter estimation, and uncertainty evaluation on small plots. Appl Environ Microb (submitted) Laniak, G.F., Olchin, G., Goodall, J., Voinov, A., Hill, M., Glynn, P., Whelan, G., Geller, G., Quinn, N., Blind, M., Peckham, S., Reaney, S., Gaber, N., Kennedy, R., Hughes, A. 2013. Integrated Environmental Modeling: A Vision and Roadmap for the Future. Environ Modell Softw, 39:3-23. Pachepsky, L.B., Roberts, R.T., Sadeghi, A.M., Pachepsky, Y.A., Shelton, D.R. 2010. Database on inactivation of microorganisms in environmental media. U.S. Department of Agriculture, Agricultural Research Service, Environmental Microbial and Food Safety Laboratory and Hydrology and Remote Sensing Laboratory, Beltsville, MD (Beta version). Seller, J.A., Seto, E., Olivieri, A.W., 2008. Microbial risk assessment interface tool: User documentation. Water Environmental Research Foundation, Alexandria, VA. Seller, J.A., Olivieri, A.W., Eisenberg, J.N.S., Sakaji, R., Danielson, R., 2004. Evaluation of microbial risk assessment techniques and applications. OO-PUM-3. Water Environmental Research Foundation, Alexandria, VA. Whelan, G., Kim, K., Pelton, M.A., Seller, J.A., Castleton, K.A., Molina, M., Pachepsky, Y., Ravenscroft, J., Zepp, R. 2014a. An Integrated Environmental Modeling Framework for Performing Quantitative Microbial Risk Assessments. Environ Modell Softw, 55:77-91. Whelan, G., Kim, K., Pelton, M.A., Castleton, K.J., Laniak, G.F., Wolfe, K., Parmar, R., Galvin, M., Babindreier, J. 2014b. Design of a Component-based Integrated Environmental Modeling Framework. Environ Modell Softw, 55:1-24. 39 ------- |