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[]
[null,"Purpose: "]
[null,"This template provides a standardized guidance resource for completing data quality assessments to support the Label Program for Low Embodied Carbon Construction Materials. "]
[null,"Reference Document:"]
[null,"1.","DQA Text: Data Quality Assessment Method to Support the Label Program for Low Embodied Carbon Construction Materials (Version 1) "]
[null,"Contents:"]
[null,"1.","Scoring Template "]
[null,"2.","DQA Scoring Matrix "]
[null,"3.","Scoring Example (USLCI) "]
[null,"4.","DQA Matrix Example "]
[null,"Instructions:"]
[null,"1.","Complete the “USE CASE DATA QUALITY ASSESSMENT INPUTS” data table, in section 1 of the Scoring Template tab."]
[null,null,"a)","The purpose of the Use Case  values is to ensure clear documentation of the physical system that models in question are intended to represent. "]
[null,null,"b)","The following bullets outline which information should be added for each DQI Component: "]
[{"$nulls":3},"i.","Year of Data Use: This should be the year that the model being evaluated is used."]
[{"$nulls":3},"ii.","Geographical Resolution: This should be the geographical scope that the model being evaluated is intended to represent. "]
[{"$nulls":3},"iii.","Process Design: This should be a basic stepwise description of the unit processes required to produce the material in question."]
[{"$nulls":3},"iv.","Operating Conditions: This should include parameters such as the temperatures or pressures used in the unit processes to produce the material in question."]
[{"$nulls":3},"v.","Material Quality/Type: This description should include material grade (i.e. food, pharma) or concentrations (i.e. 85% ethanol). "]
[{"$nulls":3},"vi","Process Scale: This should include information about the throughput of a process; this will be a value with units such as volume or mass per time.   "]
[null,null,"c)","These values will be referenced during the Flow Data Quality Evaluation."]
[]
[null,"2.","Complete the “UPSTREAM PROCESS INCLUSION EVALUATION” data table, in section 2 of the Scoring Template tab."]
[null,null,"a)","This table indicates which upstream processes require evaluation, based on their contribution to the total cradle-to-gate impacts of the model being evaluated. "]
[null,null,"b)","The first row of the table should be filled out with information associated with the process. "]
[null,null,"c)","All other rows should be filled out with information associated with the inputs and outputs of the process being evaluated."]
[null,null,"d)","See Table 8 and the Discussion section from the DQA Text for a complete example. "]
[]
[null,"3."," Complete all tables in section 3 of the Scoring Template tab. "]
[null,null,"a)","Enter the process Name and a link or location the process can be source from."]
[null,null,"b)","Complete the \"PROCESS DATA QUALITY EVALUATION” table based on Table 3 of the DQA Text. "]
[null,null,"c)","Complete the “DATA ATTRIBUTES” based on Table 4 of the DQA Text.  "]
[null,null,"d)","Complete the “LCIA METHOD COMPATIBILITY” based on Table 5 of the DQA Text. "]
[]
[null,"4.","Complete all tables in section 4 of the Scoring Template "]
[null,null,"a)","The flow data quality evaluation is necessary in assessing the representativeness of the flow with respect to the process it is attempting to model.  "]
[null,null,"b)","Complete the \"FLOW DATA QUALITY EVALUATION” table based on metadata and documentation of the process for each of its flows. "]
[null,null,"c)","Once complete, Flow-Level DQIs can then be scored.  The following are the flow-level DQIs to score: "]
[{"$nulls":3},"i.","Temporal Representativeness: is filled automatically based on the year that was inputted into the flow’s “Year” column."]
[{"$nulls":3},"ii.","Geographical Representativeness: is manually scored based on the criteria found in the notes on each header of the table."]
[{"$nulls":3},"iii.","Technological Representativeness: is manually scored based on the criteria found in the notes on each header of the table."]
[{"$nulls":3},"iv.","Data Collection Methods: is manually scored based on the criteria found in the notes on each header of the table."]
[{"$nulls":3},"v.","Reliability: is manually scored based on the criteria found in the notes on each header of the table."]
[null,null,"d)","When scoring flow-level DQIs, it is necessary to only evaluate the direct metadata and documentation of the model as this is being represented by the flow’s exchange value. If the metadata and documentation does not clearly detail the sources of the exchange values and results of a specific flow, that flow should be scored as 5, and it should be noted that the documentation lacks detail on that specific flow. "]
[]
[null,"5.","Considerations for when additional upstream processes need to be added: "]
[null,null,"a)","Column G, “Year”, cell E7 (year of data use), and column M, “Temporal”, are linked with an equation that automatically calculates the score in column M.  When copying and pasting tables for additional processes, be aware of the changes in the equation ranges, the “Year” and “Temporal” in their respective columns G and M should be kept consistent.  "]
[null,null,"b)","Score aggregations are calculated automatically for the process, but the equations will require adjustments for subsequent process scores. Check if  the aggregate scores are linked between spreadsheets properly. When several process scores are evaluated, the overall data quality score will need to be calculated using a weighted sum. See below for more details.  "]
[]
[null,"6.","Score aggregation: When several processes are evaluated for one dataset, the data quality score will be determined via a weighted summation of individual process scores. See the example in the template. "]
[null,null,"a)","Calculate the total impact percentage represented by the process by subtracting the percentage impact of other contributing flows.  "]
[null,null,"b)","Create a score aggregation matrix for processes contributing more than 10% of the total GHG impact by copying and pasting the scoring matrix into the “DQA Scoring Matrix.” Make sure to link the cells with the template sheet.  "]
[null,null,"c)","Scale the contribution percentages to 100% to determine the relative weight of each scored process (see the example).  "]
[null,null,"d)","Format the weights as decimals and complete the weighted scoring by multiplying each process score by its respective weight before summing.  "]

{"sheet":"Scoring Template","index":2,"n_rows":109,"n_cols":9,"rows_kept":109,"merged":[[10,2,10,7],[11,3,11,7],[12,3,12,7],[13,3,13,7],[14,3,14,7],[15,3,15,7],[16,3,16,7],[17,3,17,7],[22,2,22,7],[42,3,42,8],[43,3,43,8],[45,2,45,4],[45,5,45,8],[47,2,47,8],[49,2,49,8],[53,2,53,5],[66,2,66,7],[86,2,86,6]]}
["Process and Flow Scoring According to Data Quality Assessment Method"]
[]
[null,null,"Cell Type Key"]
[null,null,"User should input value or text"]
[null,null,"User should input value; linked to aggregation matrix "]
[null,null,"Calculated Cells (DO NOT EDIT)"]
[null,null,"Calculated cells linked to aggregation matrix (DO NOT EDIT)"]
[]
[null,"1) Enter the use case values describing the physical system that the process or product system for evaluation are intended to represent."]
[]
[null,null,"USE CASE DATA QUALITY ASSESSMENT INPUTS"]
[null,null,"Data Quality Indicator (DQI)","Use Case Value"]
[null,null,"Year of Data Use"]
[null,null,"Geographical Resolution"]
[null,null,"Technology: Process Design"]
[null,null,"Technology: Operating Conditions"]
[null,null,"Technology: Material Quality/Type"]
[null,null,"Technology: Process Scale"]
[]
[null,"2) Enter results from the cradle-to-gate evaluation for the product system that is being evaluated"]
[null,null,"LCIA method to assess GHG contribution available at: https://catalog.data.gov/dataset/characterization-factors-for-construction-material-epd-indicators-iso21930-lcia-us-v0-1"]
[]
[null,null,"UPSTREAM PROCESS INCLUSION EVALUATION"]
[null,null,"Contribution [%]","Process","Exchange Value","Flow Unit","Cradle-to-Gate Impact\n(kg CO2 eq)","Include? (Y/N)"]
[null,null,{"v":100,"d":"100.00"},"Product System","Reference flow value","enter unit","enter value",{"$f":"IF(ISNUMBER(C25),IF(C25>=10,\"YES\",\"NO\"),\"-\")","v":"YES"}]
[null,null,"enter percentage value without '%'","flow name","input/output flow value","enter unit","enter value",{"$f":"IF(ISNUMBER(C26),IF(C26>=10,\"YES\",\"NO\"),\"-\")","v":"-"}]
[null,null,"enter percentage value without '%'","flow name","input/output flow value","enter unit","enter value","-"]
[null,null,"enter percentage value without '%'","flow name","input/output flow value","enter unit","enter value","-"]
[null,null,"enter percentage value without '%'","flow name","input/output flow value","enter unit","enter value","-"]
[null,null,"enter percentage value without '%'","flow name","input/output flow value","enter unit","enter value","-"]
[null,null,"enter percentage value without '%'","flow name","input/output flow value","enter unit","enter value","-"]
[null,null,"enter percentage value without '%'","flow name","input/output flow value","enter unit","enter value","-"]
[null,null,"enter percentage value without '%'","flow name","input/output flow value","enter unit","enter value","-"]
[null,null,"enter percentage value without '%'","flow name","input/output flow value","enter unit","enter value","-"]
[null,null,"enter percentage value without '%'","flow name","input/output flow value","enter unit","enter value","-"]
[null,null,"enter percentage value without '%'","flow name","input/output flow value","enter unit","enter value","-"]
[null,null,"enter percentage value without '%'","flow name","input/output flow value","enter unit","enter value","-"]
[null,null,"enter percentage value without '%'","flow name","input/output flow value","enter unit","enter value","-"]
[null,null,"enter percentage value without '%'","flow name","input/output flow value","enter unit","enter value","-"]
[]
[null,"3) Enter results of the process level data quality evaluation (including data attributes and LCIA method compatibility)"]
[]
[null,null,"Process Name","enter name"]
[null,null,"Process Link","enter link"]
[]
[null,null,"PROCESS DATA QUALITY EVALUATION",null,null,"DATA ATTRIBUTES"]
[null,null,"Reviewed","Flow Completeness","Range Data Completeness","Reproducibility","Free-to-Use & Publicly Accessible","Maintained","Interoperable"]
[null,null,"PROCESS DATA QUALITY INFORMATION\n~ Enter data from the process that will be used to generate a 1-5 score ~"]
[null,null,"enter response","enter response","enter response","enter response","enter response","enter response","enter response"]
[null,null,"PROCESS DATA QUALITY SCORES\n~ Enter a 1-5 score based on the process data quality evaluation responses~"]
[null,null,"enter score","enter score","enter score","enter score","enter score","enter score","enter score"]
[]
[null,null,"Use this link to characterization factors to determine LCIA compatibility: https://catalog.data.gov/dataset/characterization-factors-for-construction-material-epd-indicators-iso21930-lcia-us-v0-1"]
[null,null,"LCIA METHOD COMPATIBILITY"]
[null,null,"Impact Category","Identified compatibility with impact assessment category (score as 1)","Known flows missing (score as 3)","Not Compatible (or unknown) (score as 5)"]
[null,null,"Greenhouse Gases"]
[null,null,"Ozone Depletion Potential"]
[null,null,"Eutrophication Potential"]
[null,null,"Acidification Potential"]
[null,null,"Photochemical Oxidant Creation Potential"]
[]
[null,null,"LCIA Compatibility Average"]
[null,null,{"$f":"AVERAGE(D56:F60)","v":{"$error":"#DIV/0!"}}]
[]
[null,"4) Enter results of the flow level data quality evaluation"]
[]
[null,null,"FLOW DATA QUALITY EVALUATION"]
[null,null,"Flow","Flow Type","Direction","Exchange Impacts\n(flow amount*\ncharacterization factor)","Year","Geography"]
[null,null,"flow name","enter 'technosphere' or 'elementary' accordingly","enter 'input' or 'output' accordingly","input/output flow value","enter response","enter response"]
[null,null,"flow name","enter 'technosphere' or 'elementary' accordingly","enter 'input' or 'output' accordingly","input/output flow value","enter response","enter response"]
[null,null,"flow name","enter 'technosphere' or 'elementary' accordingly","enter 'input' or 'output' accordingly","input/output flow value","enter response","enter response"]
[null,null,"flow name","enter 'technosphere' or 'elementary' accordingly","enter 'input' or 'output' accordingly","input/output flow value","enter response","enter response"]
[null,null,"flow name","enter 'technosphere' or 'elementary' accordingly","enter 'input' or 'output' accordingly","input/output flow value","enter response","enter response"]
[null,null,"flow name","enter 'technosphere' or 'elementary' accordingly","enter 'input' or 'output' accordingly","input/output flow value","enter response","enter response"]
[null,null,"flow name","enter 'technosphere' or 'elementary' accordingly","enter 'input' or 'output' accordingly","input/output flow value","enter response","enter response"]
[null,null,"flow name","enter 'technosphere' or 'elementary' accordingly","enter 'input' or 'output' accordingly","input/output flow value","enter response","enter response"]
[null,null,"flow name","enter 'technosphere' or 'elementary' accordingly","enter 'input' or 'output' accordingly","input/output flow value","enter response","enter response"]
[null,null,"flow name","enter 'technosphere' or 'elementary' accordingly","enter 'input' or 'output' accordingly","input/output flow value","enter response","enter response"]
[null,null,"flow name","enter 'technosphere' or 'elementary' accordingly","enter 'input' or 'output' accordingly","input/output flow value","enter response","enter response"]
[null,null,"flow name","enter 'technosphere' or 'elementary' accordingly","enter 'input' or 'output' accordingly","input/output flow value","enter response","enter response"]
[null,null,"flow name","enter 'technosphere' or 'elementary' accordingly","enter 'input' or 'output' accordingly","input/output flow value","enter response","enter response"]
[null,null,"flow name","enter 'technosphere' or 'elementary' accordingly","enter 'input' or 'output' accordingly","input/output flow value","enter response","enter response"]
[null,null,"flow name","enter 'technosphere' or 'elementary' accordingly","enter 'input' or 'output' accordingly","input/output flow value","enter response","enter response"]
[]
[null,null,"Aggregated Score","Aggregated Score","Aggregated Score","Aggregated Score","Aggregated Score"]
[null,null,{"$f":"SUMPRODUCT($F69:$F83,C89:C103)/SUM($F69:$F83)","v":{"$error":"#VALUE!"}},{"$f":"SUMPRODUCT($F69:$F83,D89:D103)/SUM($F69:$F83)","v":{"$error":"#DIV/0!"}},{"$f":"SUMPRODUCT($F69:$F83,E89:E103)/SUM($F69:$F83)","v":{"$error":"#DIV/0!"}},{"$f":"SUMPRODUCT($F69:$F83,F89:F103)/SUM($F69:$F83)","v":{"$error":"#DIV/0!"}},{"$f":"SUMPRODUCT($F69:$F83,G89:G103)/SUM($F69:$F83)","v":{"$error":"#DIV/0!"}}]
[null,null,"FLOW DATA QUALITY SCORES"]
[null,null,"Temporal","Geographical","Technological","Data Collection","Reliability"]
[null,null,{"$f":"IF(ABS($D$13-G69)<3,1,IF(ABS($D$13-G69)<6,2,IF(ABS($D$13-G69)<10,3,IF(ABS($D$13-G69)<15,4,5))))","v":{"$error":"#VALUE!"}},"enter score","enter score","enter score","enter score"]
[null,null,{"$f":"IF(ABS($D$13-G70)<3,1,IF(ABS($D$13-G70)<6,2,IF(ABS($D$13-G70)<10,3,IF(ABS($D$13-G70)<15,4,5))))","v":{"$error":"#VALUE!"}},"enter score","enter score","enter score","enter score"]
[null,null,{"$error":"#VALUE!"},"enter score","enter score","enter score","enter score"]
[null,null,{"$error":"#VALUE!"},"enter score","enter score","enter score","enter score"]
[null,null,{"$error":"#VALUE!"},"enter score","enter score","enter score","enter score"]
[null,null,{"$error":"#VALUE!"},"enter score","enter score","enter score","enter score"]
[null,null,{"$error":"#VALUE!"},"enter score","enter score","enter score","enter score"]
[null,null,{"$error":"#VALUE!"},"enter score","enter score","enter score","enter score"]
[null,null,{"$error":"#VALUE!"},"enter score","enter score","enter score","enter score"]
[null,null,{"$error":"#VALUE!"},"enter score","enter score","enter score","enter score"]
[null,null,{"$error":"#VALUE!"},"enter score","enter score","enter score","enter score"]
[null,null,{"$error":"#VALUE!"},"enter score","enter score","enter score","enter score"]
[null,null,{"$error":"#VALUE!"},"enter score","enter score","enter score","enter score"]
[null,null,{"$error":"#VALUE!"},"enter score","enter score","enter score","enter score"]
[null,null,{"$error":"#VALUE!"},"enter score","enter score","enter score","enter score"]
[]
[]
[]
[null,null,"5) Upstream process and flow level evaluations"]
[]
[null,null,"COPY AND PASTE STEPS 3-4 HERE FOR ANY UPSTREAM PROCESS WITH A CRADLE-TO-GRAVE IMPACT THAT IS >10% ( i.e. if the 'Include?' column from step 2 has a row value of 'YES )"]

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["Data Quality Score Aggregation"]
[]
[null,"** See the notes on cells in the DQA Matrix Example tab explaining how to setup the spreadsheet and calculated the values in each cell. "]
[]
[null,"Weighting By GHG Contribution"]
[null,"Total Represented (%)",">","Scale to 100%",">","Decimal format",">","Final cradle-to-gate aggregated score"]
[]
[]
[]
[]
[null,"Indicator",null,"Priority Importance Weighting Factor (lower number = higher priority weighting)","<Insert full dataset name, including \nthe database and version>"]
[{"$nulls":4},"Aggregated DQI Score (between 1 and 5) ","Aggregated DQI Score * Priority Importance Weighting Factor "]
[null,"Aggregated Flow-Level DQI (to be assessed for flows influencing GHG)"]
[null,"Temporal Representativeness ",null,1,{"$f":"'Scoring Template'!C86","v":{"$error":"#VALUE!"}},{"$f":"D14*E14","v":{"$error":"#VALUE!"}}]
[null,"Geographical Representativeness ",null,1,{"$f":"'Scoring Template'!D86","v":{"$error":"#DIV/0!"}},{"$error":"#DIV/0!"}]
[null,"Technological Representativeness ",null,1,{"$f":"'Scoring Template'!E86","v":{"$error":"#DIV/0!"}},{"$error":"#DIV/0!"}]
[null,"Data Collection Methods",null,1,{"$f":"'Scoring Template'!F86","v":{"$error":"#DIV/0!"}},{"$error":"#DIV/0!"}]
[null,"Reliability",null,1,{"$f":"'Scoring Template'!G86","v":{"$error":"#DIV/0!"}},{"$f":"D18*E18","v":{"$error":"#DIV/0!"}}]
[null,"Process-level DQI"]
[null,"Reviewed",null,1,{"$f":"'Scoring Template'!C51","v":"enter score"},{"$error":"#VALUE!"}]
[null,"Flow Completeness",null,1,{"$f":"'Scoring Template'!D51","v":"enter score"},{"$f":"D21*E21","v":{"$error":"#VALUE!"}}]
[null,"Range Data Completeness",null,1,{"$f":"'Scoring Template'!E51","v":"enter score"},{"$error":"#VALUE!"}]
[null,"Data Attributes "]
[null,"Reproducibility ",null,1,{"$f":"'Scoring Template'!F51","v":"enter score"},{"$error":"#VALUE!"}]
[null,"Free-to-Use and Publicly Accessible",null,1,{"$f":"'Scoring Template'!G51","v":"enter score"},{"$error":"#VALUE!"}]
[null,"Interoperable",null,1,{"$f":"'Scoring Template'!I51","v":"enter score"},{"$error":"#VALUE!"}]
[null,"Maintained",null,1,{"$f":"'Scoring Template'!H51","v":"enter score"},{"$error":"#VALUE!"}]
[null,"LCIA Method Compatibility",null,1,{"$f":"'Scoring Template'!C63","v":{"$error":"#DIV/0!"}},{"$error":"#DIV/0!"}]
[null,"Total",{"$nulls":3},{"$f":"SUM(F14:F28)","v":{"$error":"#VALUE!"}}]
[]
[null,"% Contribution (individual process), above"]

{"sheet":"Sheet1","index":4,"n_rows":288,"n_cols":50,"rows_kept":288,"hidden":true}
["TRACI FLOWS",{"$nulls":11},"Petroleum refining, at refinery OUTPUTS",{"$nulls":12},"Crude oil, on-shore import, at extraction OUTPUTS",{"$nulls":12},"Crude oil, on-shore domestic, at extraction OUTPUTS"]
[]
["Flow","Category","Factor","Unit","Costs/Revenues","Uncertainty","Avoided product","Provider","Data quality entry","Location","Description",null,"Flow","Category","Amount","Unit","Costs/Revenues","Uncertainty","Avoided product","Provider","Data quality entry","Location","Description","in TRACI?",null,"Flow","Category","Amount","Unit","Costs/Revenues","Uncertainty","Avoided product","Provider","Data quality entry","Location","Description","in TRACI?",null,"Flow","Category","Amount","Unit","Costs/Revenues","Uncertainty","Avoided product","Provider","Data quality entry","Location","Description","in TRACI?"]
["1,1,1-Trichloroethane","Elementary Flows/emission/air",160,"kg CO2 eq/kg",null,"none",{"$nulls":6},"1,1,1-Trichloroethane","Elementary Flows/emission/air",{"v":9.1e-10,"d":"9.10E-10"},"kg",null,"none",{"$nulls":5},{"$f":"IF(COUNTIF($A$4:$A$288,M4)>0,\"Yes\",\"No\")","v":"Yes"},null,"Crude oil, at extraction","Technosphere Flows/21: Mining, Quarrying, and Oil and Gas Extraction/2111: Oil and Gas Extraction",1,"kg",null,"none",{"$nulls":5},{"$f":"IF(COUNTIF($A$4:$A$288,Z4)>0,\"Yes\",\"No\")","v":"No"},null,"Crude oil, at extraction","Technosphere Flows/21: Mining, Quarrying, and Oil and Gas Extraction/2111: Oil and Gas Extraction",1,"kg",null,"none",{"$nulls":5},{"$f":"IF(COUNTIF($A$4:$A$288,AM4)>0,\"Yes\",\"No\")","v":"No"}]
["1,1,1-Trichloroethane","Elementary Flows/emission/air/troposphere/rural",160,"kg CO2 eq/kg",null,"none",{"$nulls":6},"1,1,2,2-Tetrachloroethane","Elementary Flows/emission/air",{"v":3.1e-11,"d":"3.10E-11"},"kg",null,"none",{"$nulls":5},{"$f":"IF(COUNTIF($A$4:$A$288,M5)>0,\"Yes\",\"No\")","v":"No"},null,"Disposal, solid waste, process, to sanitary landfill","Technosphere Flows/CUTOFF Flows",0.0247,"kg",null,"none",{"$nulls":5},{"$f":"IF(COUNTIF($A$4:$A$288,Z5)>0,\"Yes\",\"No\")","v":"No"},null,"Disposal, solid waste, process, to sanitary landfill","Technosphere Flows/CUTOFF Flows",{"v":0.0247,"d":"2.47E-02"},"kg",null,"none",{"$nulls":5},{"$f":"IF(COUNTIF($A$4:$A$288,AM5)>0,\"Yes\",\"No\")","v":"No"}]
["1,2-Dichloroethane","Elementary Flows/emission/air/stratosphere",1,"kg CO2 eq/kg",null,"none",{"$nulls":6},"1,1,2-Trichloroethane","Elementary Flows/emission/air",{"v":9.2e-12,"d":"9.20E-12"},"kg",null,"none",{"$nulls":5},"No",null,"1,1,1-Trichloroethane","Elementary Flows/emission/air",{"v":1.61e-08,"d":"1.61E-08"},"kg",null,"none",{"$nulls":5},"Yes",null,"1,1,1-Trichloroethane","Elementary Flows/emission/air",{"v":1.25922E-8,"d":"1.26E-08"},"kg",null,"none",{"$nulls":5},"Yes"]
["1,2-Dichloroethane","Elementary Flows/emission/air",1,"kg CO2 eq/kg",null,"none",{"$nulls":6},"1,1-Dichloroethane","Elementary Flows/emission/air",{"v":5e-12,"d":"5.00E-12"},"kg",null,"none",{"$nulls":5},"No",null,"1,1,2,2-Tetrachloroethane","Elementary Flows/emission/air",{"v":1.73e-08,"d":"1.73E-08"},"kg",null,"none",{"$nulls":5},"No",null,"1,1,2,2-Tetrachloroethane","Elementary Flows/emission/air",{"v":1.3543e-08,"d":"1.35E-08"},"kg",null,"none",{"$nulls":5},"No"]
["1,2-Dichloroethane","Elementary Flows/emission/air/troposphere/rural",1,"kg CO2 eq/kg",null,"none",{"$nulls":6},"1,2,3,4,6,7,8,9-Octachlorodibenzo-p-dioxin","Elementary Flows/emission/air",{"v":2.2e-15,"d":"2.20E-15"},"kg",null,"none",{"$nulls":5},"No",null,"1,1,2-Trichloroethane","Elementary Flows/emission/air",{"v":1.02E-8,"d":"1.02E-08"},"kg",null,"none",{"$nulls":5},"No",null,"1,1,2-Trichloroethane","Elementary Flows/emission/air",{"v":8.01985e-09,"d":"8.02E-09"},"kg",null,"none",{"$nulls":5},"No"]
["1,2-Dichloroethane","Elementary Flows/emission/air/troposphere/urban",1,"kg CO2 eq/kg",null,"none",{"$nulls":6},"1,2,3,4,6,7,8,9-Octachlorodibenzofuran","Elementary Flows/emission/air",{"v":1.6E-15,"d":"1.60E-15"},"kg",null,"none",{"$nulls":5},"No",null,"1,1-Dichloroethane","Elementary Flows/emission/air",{"v":7.59e-09,"d":"7.59E-09"},"kg",null,"none",{"$nulls":5},"No",null,"1,1-Dichloroethane","Elementary Flows/emission/air",{"v":5.93921e-09,"d":"5.94E-09"},"kg",null,"none",{"$nulls":5},"No"]
["Carbon dioxide","Elementary Flows/emission/air/stratosphere",1,"kg CO2 eq/kg",null,"none",{"$nulls":6},"1,2,3,4,6,7,8-Heptachlorodibenzo-p-dioxin","Elementary Flows/emission/air",{"v":1.5e-15,"d":"1.50E-15"},"kg",null,"none",{"$nulls":5},"No",null,"1,1-Dichloroethylene","Elementary Flows/emission/air",{"v":1.58e-12,"d":"1.58E-12"},"kg",null,"none",{"$nulls":5},"No",null,"1,1-Dichloroethylene","Elementary Flows/emission/air",{"v":1.2369e-12,"d":"1.24E-12"},"kg",null,"none",{"$nulls":5},"No"]
["Carbon dioxide","Elementary Flows/emission/air",1,"kg CO2 eq/kg",null,"none",{"$nulls":6},"1,2,3,4,6,7,8-Heptachlorodibenzofuran","Elementary Flows/emission/air",{"v":5.5e-15,"d":"5.50E-15"},"kg",null,"none",{"$nulls":5},"No",null,"1,2-Butadiene","Elementary Flows/emission/air",{"v":4.72e-07,"d":"4.72E-07"},"kg",null,"none",{"$nulls":4},"Proxy for butadiene","No",null,"1,2-Butadiene","Elementary Flows/emission/air",{"v":3.69784e-07,"d":"3.70E-07"},"kg",null,"none",{"$nulls":4},"Proxy for butadiene","No"]
["Carbon dioxide","Elementary Flows/emission/air/troposphere/high",1,"kg CO2 eq/kg",null,"none",{"$nulls":6},"1,2,3,4,6,7,8-Heptachlorodibenzofuran","Elementary Flows/emission/water",{"v":4.1e-16,"d":"4.10E-16"},"kg",null,"none",{"$nulls":5},"No",null,"1,2-Dichloropropane","Elementary Flows/emission/air",{"v":8.71e-09,"d":"8.71E-09"},"kg",null,"none",{"$nulls":5},"No",null,"1,2-Dichloropropane","Elementary Flows/emission/air",{"v":6.8165e-09,"d":"6.82E-09"},"kg",null,"none",{"$nulls":5},"No"]
["Carbon dioxide","Elementary Flows/emission/air/troposphere/rural",1,"kg CO2 eq/kg",null,"none",{"$nulls":6},"1,2,3,4,7,8,9-Heptachlorodibenzofuran","Elementary Flows/emission/air",{"v":1.3E-15,"d":"1.30E-15"},"kg",null,"none",{"$nulls":5},"No",null,"1,3-Dichloropropene","Elementary Flows/emission/air",{"v":8.51e-09,"d":"8.51E-09"},"kg",null,"none",{"$nulls":5},"No",null,"1,3-Dichloropropene","Elementary Flows/emission/air",{"v":6.66029e-09,"d":"6.66E-09"},"kg",null,"none",{"$nulls":5},"No"]
["Carbon dioxide","Elementary Flows/emission/air/troposphere/urban",1,"kg CO2 eq/kg",null,"none",{"$nulls":6},"1,2,3,4,7,8-Hexachlorodibenzo-p-dioxin","Elementary Flows/emission/air",{"v":3.3e-16,"d":"3.30E-16"},"kg",null,"none",{"$nulls":5},"No",null,"1,4-Dioxane","Elementary Flows/emission/air",{"v":1.29e-10,"d":"1.29E-10"},"kg",null,"none",{"$nulls":5},"No",null,"1,4-Dioxane","Elementary Flows/emission/air",{"v":1.01255E-10,"d":"1.01E-10"},"kg",null,"none",{"$nulls":5},"No"]
["Carbon dioxide","Elementary Flows/emission/air/troposphere/very high",1,"kg CO2 eq/kg",null,"none",{"$nulls":6},"1,2,3,4,7,8-Hexachlorodibenzofuran","Elementary Flows/emission/air",{"v":1.9e-15,"d":"1.90E-15"},"kg",null,"none",{"$nulls":5},"No",null,"2,2,4-Trimethylpentane","Elementary Flows/emission/air",{"v":2.08e-07,"d":"2.08E-07"},"kg",null,"none",{"$nulls":5},"No",null,"2,2,4-Trimethylpentane","Elementary Flows/emission/air",{"v":1.63144e-07,"d":"1.63E-07"},"kg",null,"none",{"$nulls":5},"No"]
["Carbon tetrachloride","Elementary Flows/emission/air",1730,"kg CO2 eq/kg",null,"none",{"$nulls":6},"1,2,3,4,7,8-Hexachlorodibenzofuran","Elementary Flows/emission/water",{"v":3.3e-16,"d":"3.30E-16"},"kg",null,"none",{"$nulls":5},"No",null,"2-Ethoxyethanol","Elementary Flows/emission/air",{"v":9.04e-15,"d":"9.04E-15"},"kg",null,"none",{"$nulls":5},"No",null,"2-Ethoxyethanol","Elementary Flows/emission/air",{"v":7.07323E-15,"d":"7.07E-15"},"kg",null,"none",{"$nulls":5},"No"]
["Carbon tetrachloride","Elementary Flows/emission/air/troposphere/urban",1730,"kg CO2 eq/kg",null,"none",{"$nulls":6},"1,2,3,6,7,8-Hexachlorodibenzo-p-dioxin","Elementary Flows/emission/air",{"v":4.9e-16,"d":"4.90E-16"},"kg",null,"none",{"$nulls":5},"No",null,"2-Methoxyethanol","Elementary Flows/emission/air",2.98E-10,"kg",null,"none",{"$nulls":5},"No",null,"2-Methoxyethanol","Elementary Flows/emission/air",{"v":2.33553e-10,"d":"2.34E-10"},"kg",null,"none",{"$nulls":5},"No"]
["Carbon tetrafluoride","Elementary Flows/emission/air",6630,"kg CO2 eq/kg",null,"none",{"$nulls":6},"1,2,3,6,7,8-Hexachlorodibenzo-p-dioxin","Elementary Flows/emission/water",{"v":5.1e-17,"d":"5.10E-17"},"kg",null,"none",{"$nulls":5},"No",null,"2-Methylnaphthalene","Elementary Flows/emission/air",2.18E-10,"kg",null,"none",{"$nulls":5},"No",null,"2-Methylnaphthalene","Elementary Flows/emission/air",{"v":1.70416e-10,"d":"1.70E-10"},"kg",null,"none",{"$nulls":5},"No"]
["Carbon tetrafluoride","Elementary Flows/emission/air/troposphere/urban",6630,"kg CO2 eq/kg",null,"none",{"$nulls":6},"1,2,3,6,7,8-Hexachlorodibenzofuran","Elementary Flows/emission/air",{"v":2e-15,"d":"2.00E-15"},"kg",null,"none",{"$nulls":5},"No",null,"3-Methylcholanthrene","Elementary Flows/emission/air",{"v":7.55e-14,"d":"7.55E-14"},"kg",null,"none",{"$nulls":5},"No",null,"3-Methylcholanthrene","Elementary Flows/emission/air",{"v":5.90577E-14,"d":"5.91E-14"},"kg",null,"none",{"$nulls":5},"No"]
["CFC-11","Elementary Flows/emission/air",4660,"kg CO2 eq/kg",null,"none",{"$nulls":6},"1,2,3,7,8,9-Hexachlorodibenzo-p-dioxin","Elementary Flows/emission/air",{"v":4.1e-16,"d":"4.10E-16"},"kg",null,"none",{"$nulls":5},"No",null,"7,12-Dimethylbenz[a]anthracene","Elementary Flows/emission/air",{"v":6.71e-13,"d":"6.71E-13"},"kg",null,"none",{"$nulls":5},"No",null,"7,12-Dimethylbenz[a]anthracene","Elementary Flows/emission/air",{"v":5.24955e-13,"d":"5.25E-13"},"kg",null,"none",{"$nulls":5},"No"]
["CFC-11","Elementary Flows/emission/air/troposphere/urban",4660,"kg CO2 eq/kg",null,"none",{"$nulls":6},"1,2,3,7,8,9-Hexachlorodibenzo-p-dioxin","Elementary Flows/emission/water",{"v":4.8e-17,"d":"4.80E-17"},"kg",null,"none",{"$nulls":5},"No",null,"Acenaphthene","Elementary Flows/emission/air",{"v":1.16e-11,"d":"1.16E-11"},"kg",null,"none",{"$nulls":5},"No",null,"Acenaphthene","Elementary Flows/emission/air",{"v":9.10594e-12,"d":"9.11E-12"},"kg",null,"none",{"$nulls":5},"No"]
["CFC-113","Elementary Flows/emission/air",5820,"kg CO2 eq/kg",null,"none",{"$nulls":6},"1,2,3,7,8,9-Hexachlorodibenzofuran","Elementary Flows/emission/air",{"v":1.2E-15,"d":"1.20E-15"},"kg",null,"none",{"$nulls":5},"No",null,"Acenaphthylene","Elementary Flows/emission/air",{"v":3.5e-11,"d":"3.50E-11"},"kg",null,"none",{"$nulls":5},"No",null,"Acenaphthylene","Elementary Flows/emission/air",{"v":2.73987E-11,"d":"2.74E-11"},"kg",null,"none",{"$nulls":5},"No"]
["CFC-113","Elementary Flows/emission/air/troposphere/rural",5820,"kg CO2 eq/kg",null,"none",{"$nulls":6},"1,2,3,7,8-Pentachlorodibenzo-p-dioxin","Elementary Flows/emission/air",{"v":3.2e-16,"d":"3.20E-16"},"kg",null,"none",{"$nulls":5},"No",null,"Acetaldehyde","Elementary Flows/emission/air",{"v":2.64e-06,"d":"2.64E-06"},"kg",null,"none",{"$nulls":5},"No",null,"Acetaldehyde","Elementary Flows/emission/air",{"v":2.0671e-06,"d":"2.07E-06"},"kg",null,"none",{"$nulls":5},"No"]
["CFC-113","Elementary Flows/emission/air/troposphere/urban",5820,"kg CO2 eq/kg",null,"none",{"$nulls":6},"1,2,3,7,8-Pentachlorodibenzo-p-dioxin","Elementary Flows/emission/water",{"v":4e-17,"d":"4.00E-17"},"kg",null,"none",{"$nulls":5},"No",null,"Acetophenone","Elementary Flows/emission/air",1.13E-12,"kg",null,"none",{"$nulls":5},"No",null,"Acetophenone","Elementary Flows/emission/air",{"v":8.83463e-13,"d":"8.83E-13"},"kg",null,"none",{"$nulls":5},"No"]
["CFC-114","Elementary Flows/emission/air",8590,"kg CO2 eq/kg",null,"none",{"$nulls":6},"1,2,3,7,8-Pentachlorodibenzofuran","Elementary Flows/emission/air",{"v":1.4e-15,"d":"1.40E-15"},"kg",null,"none",{"$nulls":5},"No",null,"Acrolein","Elementary Flows/emission/air",{"v":2.33e-06,"d":"2.33E-06"},"kg",null,"none",{"$nulls":5},"No",null,"Acrolein","Elementary Flows/emission/air",{"v":1.82682e-06,"d":"1.83E-06"},"kg",null,"none",{"$nulls":5},"No"]
["CFC-114","Elementary Flows/emission/air/troposphere/rural",8590,"kg CO2 eq/kg",null,"none",{"$nulls":6},"1,2,4-Trichlorobenzene","Elementary Flows/emission/air",{"v":9.1e-12,"d":"9.10E-12"},"kg",null,"none",{"$nulls":5},"No",null,"Acrylamide","Elementary Flows/emission/air",{"v":4.26e-14,"d":"4.26E-14"},"kg",null,"none",{"$nulls":5},"No",null,"Acrylamide","Elementary Flows/emission/air",{"v":3.33693E-14,"d":"3.34E-14"},"kg",null,"none",{"$nulls":5},"No"]
["CFC-12","Elementary Flows/emission/air",10200,"kg CO2 eq/kg",null,"none",{"$nulls":6},"1,2,4-Trimethylbenzene","Elementary Flows/emission/air",{"v":2.1E-7,"d":"2.10E-07"},"kg",null,"none",{"$nulls":5},"No",null,"Ammonia","Elementary Flows/emission/air",{"v":3.39E-7,"d":"3.39E-07"},"kg",null,"none",{"$nulls":5},"No",null,"Ammonia","Elementary Flows/emission/air",{"v":2.65414E-7,"d":"2.65E-07"},"kg",null,"none",{"$nulls":5},"No"]
["CFC-12","Elementary Flows/emission/air/troposphere/rural",10200,"kg CO2 eq/kg",null,"none",{"$nulls":6},"1,2,4-Trimethylbenzene","Elementary Flows/emission/water",{"v":6.9E-10,"d":"6.90E-10"},"kg",null,"none",{"$nulls":5},"No",null,"Ammonia","Elementary Flows/emission/water",{"v":4.84e-08,"d":"4.84E-08"},"kg",null,"none",{"$nulls":5},"No",null,"Ammonia","Elementary Flows/emission/water",{"v":4.83702E-8,"d":"4.84E-08"},"kg",null,"none",{"$nulls":5},"No"]
["CFC-12","Elementary Flows/emission/air/troposphere/urban",10200,"kg CO2 eq/kg",null,"none",{"$nulls":6},"1,2-Dichloroethane","Elementary Flows/emission/air",{"v":1.1e-09,"d":"1.10E-09"},"kg",null,"none",{"$nulls":5},"Yes",null,"Anthracene","Elementary Flows/emission/air",{"v":3.82e-12,"d":"3.82E-12"},"kg",null,"none",{"$nulls":5},"No",null,"Anthracene","Elementary Flows/emission/air",{"v":2.9926E-12,"d":"2.99E-12"},"kg",null,"none",{"$nulls":5},"No"]
["CFC-13","Elementary Flows/emission/air",13900,"kg CO2 eq/kg",null,"none",{"$nulls":6},"1,2-Dichloropropane","Elementary Flows/emission/air",{"v":5.9e-12,"d":"5.90E-12"},"kg",null,"none",{"$nulls":5},"No",null,"Aromatic hydrocarbons","Elementary Flows/emission/air",{"v":4.8E-9,"d":"4.80E-09"},"kg",null,"none",{"$nulls":5},"No",null,"Aromatic hydrocarbons","Elementary Flows/emission/air",{"v":3.76051e-09,"d":"3.76E-09"},"kg",null,"none",{"$nulls":5},"No"]
["Chlorofluorocarbons","Elementary Flows/emission/air",0,"kg CO2 eq/kg",null,"none",{"$nulls":6},"1,3-Butadiene","Elementary Flows/emission/water",{"v":5.3e-11,"d":"5.30E-11"},"kg",null,"none",{"$nulls":5},"No",null,"Aromatic hydrocarbons","Elementary Flows/emission/water",{"v":1.92E-7,"d":"1.92E-07"},"kg",null,"none",{"$nulls":5},"No",null,"Aromatic hydrocarbons","Elementary Flows/emission/water",{"v":1.91598e-07,"d":"1.92E-07"},"kg",null,"none",{"$nulls":5},"No"]
["Chloroform","Elementary Flows/emission/air",16,"kg CO2 eq/kg",null,"none",{"$nulls":6},"1,3-Dichloropropene","Elementary Flows/emission/air",{"v":1.2e-11,"d":"1.20E-11"},"kg",null,"none",{"$nulls":5},"No",null,"Arsenic","Elementary Flows/emission/air",{"v":1.57E-9,"d":"1.57E-09"},"kg",null,"none",{"$nulls":5},"No",null,"Arsenic","Elementary Flows/emission/air",{"v":1.22929E-9,"d":"1.23E-09"},"kg",null,"none",{"$nulls":5},"No"]
["Chloroform","Elementary Flows/emission/air/troposphere/rural",16,"kg CO2 eq/kg",null,"none",{"$nulls":6},"1,4-Dioxane","Elementary Flows/emission/air",{"v":1.2e-11,"d":"1.20E-11"},"kg",null,"none",{"$nulls":5},"No",null,"Benz[a]anthracene","Elementary Flows/emission/air",{"v":2.13e-10,"d":"2.13E-10"},"kg",null,"none",{"$nulls":5},"No",null,"Benz[a]anthracene","Elementary Flows/emission/air",{"v":1.66404E-10,"d":"1.66E-10"},"kg",null,"none",{"$nulls":5},"No"]
["Chloroform","Elementary Flows/emission/air/troposphere/urban",16,"kg CO2 eq/kg",null,"none",{"$nulls":6},"1-Butanol","Elementary Flows/emission/air",{"v":7.4e-10,"d":"7.40E-10"},"kg",null,"none",{"$nulls":5},"No",null,"Benzene","Elementary Flows/emission/air",{"v":3.06e-05,"d":"3.06E-05"},"kg",null,"none",{"$nulls":5},"No",null,"Benzene","Elementary Flows/emission/air",{"v":2.39721E-5,"d":"2.40E-05"},"kg",null,"none",{"$nulls":5},"No"]
["Chloromethane","Elementary Flows/emission/air",12,"kg CO2 eq/kg",null,"none",{"$nulls":6},"1-Methylnaphthalene","Elementary Flows/emission/air",{"v":1.7e-10,"d":"1.70E-10"},"kg",null,"none",{"$nulls":5},"No",null,"Benzo(b)fluoranthene","Elementary Flows/emission/air",{"v":1.07e-12,"d":"1.07E-12"},"kg",null,"none",{"$nulls":5},"No",null,"Benzo(b)fluoranthene","Elementary Flows/emission/air",{"v":8.40571e-13,"d":"8.41E-13"},"kg",null,"none",{"$nulls":5},"No"]
["Chloromethane","Elementary Flows/emission/air/troposphere/rural",12,"kg CO2 eq/kg",null,"none",{"$nulls":6},"2,2,4-Trimethylpentane","Elementary Flows/emission/air",{"v":1.8E-7,"d":"1.80E-07"},"kg",null,"none",{"$nulls":5},"No",null,"Benzo[a]pyrene","Elementary Flows/emission/air",2.03E-12,"kg",null,"none",{"$nulls":5},"No",null,"Benzo[a]pyrene","Elementary Flows/emission/air",{"v":1.59212e-12,"d":"1.59E-12"},"kg",null,"none",{"$nulls":5},"No"]
["Chloromethane","Elementary Flows/emission/air/troposphere/urban",12,"kg CO2 eq/kg",null,"none",{"$nulls":6},"2,3,4,6,7,8-Hexachlorodibenzofuran","Elementary Flows/emission/air",{"v":1.9e-15,"d":"1.90E-15"},"kg",null,"none",{"$nulls":5},"No",null,"Benzo[e]pyrene","Elementary Flows/emission/air",1.61E-12,"kg",null,"none",{"$nulls":5},"No",null,"Benzo[e]pyrene","Elementary Flows/emission/air",{"v":1.2574e-12,"d":"1.26E-12"},"kg",null,"none",{"$nulls":5},"No"]
["Dibromomethane","Elementary Flows/emission/air",1,"kg CO2 eq/kg",null,"none",{"$nulls":6},"2,3,4,6,7,8-Hexachlorodibenzofuran","Elementary Flows/emission/water",{"v":5.3e-17,"d":"5.30E-17"},"kg",null,"none",{"$nulls":5},"No",null,"Benzo[ghi]perylene","Elementary Flows/emission/air",{"v":2.12e-09,"d":"2.12E-09"},"kg",null,"none",{"$nulls":5},"No",null,"Benzo[ghi]perylene","Elementary Flows/emission/air",{"v":1.66323e-09,"d":"1.66E-09"},"kg",null,"none",{"$nulls":5},"No"]
["Ethane, 1-ethoxy-1,1,2,2-tetrafluoro-","Elementary Flows/emission/air/troposphere/high",627,"kg CO2 eq/kg",null,"none",{"$nulls":6},"2,3,4,7,8-Pentachlorodibenzofuran","Elementary Flows/emission/air",{"v":1.7E-15,"d":"1.70E-15"},"kg",null,"none",{"$nulls":5},"No",null,"Benzo[k]fluoranthene","Elementary Flows/emission/air",{"v":1.9E-13,"d":"1.90E-13"},"kg",null,"none",{"$nulls":5},"No",null,"Benzo[k]fluoranthene","Elementary Flows/emission/air",{"v":1.48607e-13,"d":"1.49E-13"},"kg",null,"none",{"$nulls":5},"No"]
["Halon 1211","Elementary Flows/emission/air",1750,"kg CO2 eq/kg",null,"none",{"$nulls":6},"2,3,4,7,8-Pentachlorodibenzofuran","Elementary Flows/emission/water",{"v":7.7e-17,"d":"7.70E-17"},"kg",null,"none",{"$nulls":5},"No",null,"Beryllium","Elementary Flows/emission/air",{"v":4.71e-11,"d":"4.71E-11"},"kg",null,"none",{"$nulls":5},"No",null,"Beryllium","Elementary Flows/emission/air",{"v":3.68913e-11,"d":"3.69E-11"},"kg",null,"none",{"$nulls":5},"No"]
["Halon 1211","Elementary Flows/emission/air/troposphere/rural",1750,"kg CO2 eq/kg",null,"none",{"$nulls":6},"2,3,7,8-Tetrachlorodibenzo-p-dioxin","Elementary Flows/emission/air",{"v":4e-16,"d":"4.00E-16"},"kg",null,"none",{"$nulls":5},"No",null,"Biphenyl","Elementary Flows/emission/air",{"v":1.16E-8,"d":"1.16E-08"},"kg",null,"none",{"$nulls":5},"No",null,"Biphenyl","Elementary Flows/emission/air",{"v":9.08743e-09,"d":"9.09E-09"},"kg",null,"none",{"$nulls":5},"No"]
["Halon 1301","Elementary Flows/emission/air",6290,"kg CO2 eq/kg",null,"none",{"$nulls":6},"2,3,7,8-Tetrachlorodibenzo-p-dioxin","Elementary Flows/emission/water",{"v":1.7e-17,"d":"1.70E-17"},"kg",null,"none",{"$nulls":5},"No",null,"Bromide","Elementary Flows/emission/water",{"v":2.14e-10,"d":"2.14E-10"},"kg",null,"none",{"$nulls":5},"No",null,"Bromide","Elementary Flows/emission/water",{"v":2.13932E-10,"d":"2.14E-10"},"kg",null,"none",{"$nulls":5},"No"]
["Halon 1301","Elementary Flows/emission/air/troposphere/rural",6290,"kg CO2 eq/kg",null,"none",{"$nulls":6},"2,3,7,8-Tetrachlorodibenzofuran","Elementary Flows/emission/air",{"v":1.2E-15,"d":"1.20E-15"},"kg",null,"none",{"$nulls":5},"No",null,"Cadmium","Elementary Flows/emission/air",1.66E-10,"kg",null,"none",{"$nulls":5},"No",null,"Cadmium","Elementary Flows/emission/air",{"v":1.29972e-10,"d":"1.30E-10"},"kg",null,"none",{"$nulls":5},"No"]
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[{"$nulls":5},"none",{"$nulls":6},"Zinc compounds","Elementary Flows/emission/air",{"v":2.8e-08,"d":"2.80E-08"},"kg",null,"none",{"$nulls":5},"No",{"$nulls":12},"No",{"$nulls":12},"No"]
[{"$nulls":5},"none",{"$nulls":6},"Zinc compounds","Elementary Flows/emission/water",{"v":2.7E-8,"d":"2.70E-08"},"kg",null,"none",{"$nulls":5},"No",{"$nulls":12},"No",{"$nulls":12},"No"]

{"sheet":"Scoring Example (USLCI)","index":5,"n_rows":296,"n_cols":9,"rows_kept":296,"merged":[[19,2,19,13],[20,3,20,13],[21,3,21,13],[22,3,22,13],[23,3,23,13],[24,3,24,13],[25,3,25,13],[26,3,26,13],[31,2,31,7],[53,3,53,8],[54,3,54,8],[56,2,56,4],[56,5,56,8],[58,2,58,8],[60,2,60,8],[64,2,64,5],[79,2,79,8],[110,2,110,6],[140,3,140,8],[141,3,141,8],[143,2,143,4],[143,5,143,8],[145,2,145,8],[147,2,147,8],[150,2,150,5],[163,2,163,8],[172,2,172,6],[181,3,181,8],[182,3,182,8],[184,2,184,4],[184,5,184,8],[186,2,186,8],[188,2,188,8],[191,2,191,5],[204,2,204,8],[222,2,222,6],[240,3,240,8],[241,3,241,8],[243,2,243,4],[243,5,243,8],[245,2,245,8],[247,2,247,8],[250,2,250,5],[263,2,263,8],[281,2,281,6]]}
["Example Process and Flow Scoring According to Data Quality Assessment Method"]
[]
[null,null,"Cell Type Key"]
[null,null,"Text input by user"]
[null,null,"Calculated Cells (DO NOT EDIT)"]
[null,null,"User inputs linked to aggregation matrix "]
[null,null,"Calculated cells linked to aggregation matrix (DO NOT EDIT)"]
[]
[null,null,"Process Notes\n1) openLCA setup; USLCI flows; ISO21930-LCIA-US LCIA method"]
[null,null,"2) calculate product system for 'Petroleum refining, at refinery'"]
[null,null,"3) check results in the 'Contribution tree' tab"]
[null,null,"--- a) this is to determine weights for datasets with multiple processes"]
[null,null,"4) the following providers for flows into 'Petroleum refining, at refinery' need evaluation:"]
[null,null,"--- a) Crude oil, production mixture, at extraction - US (42.95% of total)"]
[null,null,"----- i) This is the only inflow with >10% of total impacts"]
[null,null,"5) Evaluate Flows"]
[]
[null,"1) Enter the use case values describing the scope of the modeling exercise where the model(s) for evaluation are being applied",{"$nulls":6},"https://catalog.data.gov/dataset/characterization-factors-for-construction-material-epd-indicators-iso21930-lcia-us-v0-1"]
[]
[null,null,"USE CASE DATA QUALITY ASSESSMENT INPUTS"]
[null,null,"Data Quality Indicator (DQI)","Use Case Value"]
[null,null,"Year of Data Use",2024]
[null,null,"Geographical Resolution","U.S. "]
[null,null,"Technology: Process Design","U.S. Petroleum Refining"]
[null,null,"Technology: Operating Conditions","U.S. Petroleum Refining"]
[null,null,"Technology: Material Quality/Type","U.S. Refining products: Diesel (process is based on diesel's functional unit), Bitumen, Gasoline, Kerosene, LPG, Petroleum Coke, Petroleum refining coproduct, Refinery gas, Residual Fuel Oil."]
[null,null,"Technology: Process Scale","Industrial Scale Petroleum Refining"]
[]
[null,"2) Enter results from the cradle-to-gate evaluation for the model that is being evaluated"]
[null,null,"LCIA method to assess GHG contribution available at: https://catalog.data.gov/dataset/characterization-factors-for-construction-material-epd-indicators-iso21930-lcia-us-v0-1"]
[]
[null,null,"UPSTREAM PROCESS INCLUSION EVALUATION"]
[null,null,"Contribution [%]","Process","Exchange Value","Flow Unit","Cradle-to-Gate Impact\n(kg CO2 eq)","Include? (Y/N)"]
[null,null,{"v":100,"d":"100.00"},"Petroleum refining, at refinery - US","Reference flow value","m3",0.048471116998639,{"$f":"IF(ISNUMBER(C34),IF(C34>=10,\"YES\",\"NO\"),\"-\")","v":"YES"}]
[null,null,{"v":42.9,"d":"42.90"},"Crude oil, production mixture, at extraction - US","input/output flow value","kg",0,"YES"]
[null,null,{"v":20.1,"d":"20.10"},"Crude oil, on-shore import, at extraction - US","input/output flow value","kg",0.0352288869054447,"YES"]
[null,null,{"v":17.5,"d":"17.50"},"Crude oil, on-shore domestic, at extraction - US","input/output flow value","kg",0.0303032102904967,"YES"]
[null,null,3.15,"Crude oil, off-shore import, at extraction - US","input/output flow value","kg",0.00533021197075199,"NO"]
[null,null,2.25,"Crude oil, off-shore domestic, at extraction - US","input/output flow value","kg",3.72592331999999E-3,"NO"]
[null,null,{"v":6.6000000000000005,"d":"6.60"},"Transport, ocean freighter, diesel powered - US","input/output flow value","t*km",9.77138733645414E-3,"NO"]
[null,null,6.35,"Ethanol, 85%, at blending terminal, 2022 - RNA","input/output flow value","kg",0,"NO"]
[null,null,6.08,"Natural gas, combusted in industrial boiler - RNA","input/output flow value","m3",0.00901118113787452,"NO"]
[null,null,5.14,"Hydrogen, liquid, synthesis gas, at plant - RNA","input/output flow value","kg",0.008034336,"NO"]
[null,null,{"v":3.5000000000000004,"d":"3.50"},"Electricity, at Grid, US, 2010 - RNA","input/output flow value","MJ",0,"NO"]
[null,null,{"v":1.8399999999999999,"d":"1.84"},"Petroleum refining, at refinery - US","input/output flow value","m3",9.09887723493889E-4,"NO"]
[null,null,0.56,"Transport, pipeline, unspecified petroleum products - RNA","input/output flow value","t*km",0,"NO"]
[null,null,{"v":0.4099999999999999,"d":"0.41"},"Transport, train, diesel powered - RNA","input/output flow value","t*km",0.000605969756736999,"NO"]
[null,null,0.22,"Natural gas, production mixture, at processing - US","input/output flow value","kg",0,"NO"]
[null,null,{"v":0.0665,"d":"0.07"},"Transport, barge, diesel powered - RNA","input/output flow value","t*km",9.8607597508864e-05,{"$f":"IF(ISNUMBER(C48),IF(C48>=10,\"YES\",\"NO\"),\"-\")","v":"NO"}]
[null,null,{"v":0.0624,"d":"0.06"},"Bituminous coal, combusted in industrial boiler - RNA","input/output flow value","kg",0.000107705739673368,{"$f":"IF(ISNUMBER(C48),IF(C48>=10,\"YES\",\"NO\"),\"-\")","v":"NO"}]
[]
[null,"3) Enter results of the process level data quality evaluation"]
[]
[null,null,"Process Name"," Unit Process: Petroleum refining, at refinery - US"]
[null,null,"Process Link","https://www.lcacommons.gov/lca-collaboration/National_Renewable_Energy_Laboratory/USLCI_Database_Public/dataset/PROCESS/0aaf1e13-5d80-37f9-b7bb-81a6b8965c71"]
[]
[null,null,"Process Data Quality Evaluation",null,null,"Data Attributes"]
[null,null,"Reviewed","Flow Completeness","Range Data Completeness","Reproducibility","Free-to-Use and Publicly Accessible","Maintained","Interoperable"]
[null,{"$f":"'Scoring Example (USLCI)'!C35-B84-B109","v":{"v":42.9,"d":"42.90"}},"PROCESS DATA QUALITY INFORMATION\n~ Enter data from the process that will be used to generate a 1-5 score ~"]
[null,null,"Metadata Data Quality Entry indicates: \"Documented review by an internal reviewer\". Publication: Franklin Associates (2020). Cradle-to-Gate Life Cycle Analysis of Olefins","Metadata Data Quality Entry indicates: \">80% of determined flows have been evaluated and given a value\"","\"UNCERTAINTY ESTIMATION No uncertainty analysis was carried out due to the lack of uncertainty data or probability distributions for key parameters, which are often only available as single point estimates from NETL\"","Exchange amounts and contributions are completely available and transparent. Appendix available.","Process is free and fully accessible to the public","Appears annually but no clearly communicated plans for updates","Acquired from Federal LCA Commons"]
[null,null,"PROCESS DATA QUALITY SCORES\n~ Enter a 1-5 score based on the process data quality evaluation responses~"]
[null,null,4,1,5,1,1,5,1]
[]
[null,null,"Use this link to characterization factors to determine LCIA compatibility: https://catalog.data.gov/dataset/characterization-factors-for-construction-material-epd-indicators-iso21930-lcia-us-v0-1"]
[null,null,"LCIA Method \nCompatibility"]
[null,null,"Impact Category","Identified compatibility with impact assessment category (score as 1)","Known flows missing (score as 3)","Not Compatible (or unknown) (score as 5)"]
[null,null,"Greenhouse Gases",1]
[null,null,"Ozone Depletion Potential",1]
[null,null,"Eutrophication Potential",1]
[null,null,"Acidification Potential",1]
[null,null,"Photochemical Oxidant Creation Potential",1]
[]
[]
[null,null,"LCIA Compatibility Average"]
[null,null,{"$f":"AVERAGE(D67:F71)","v":1}]
[]
[]
[null,"4) Enter results of the flow level data quality evaluation"]
[]
[null,null,"FLOW DATA QUALITY EVALUATION"]
[null,null,"Flow","Flow Type","Direction","Exchange Impacts\n(flow amount*\ncharacterization factor)","Year","Geography","Sources"]
[null,null,"Crude oil, production mixture, at extraction - US","Technosphere","Input",{"v":0.0795724009949136,"d":"0.0796"},2016,"National (US)","US EIA, 2016; US EIA, 2017"]
[null,null,"Transport, ocean freighter, diesel powered - US","Technosphere","Input",{"v":0.0122191946938796,"d":"0.0122"},2017,"National (US)","Unverified calculation"]
[null,null,"Ethanol, 85%, at blending terminal - RNA","Technosphere","Input",{"v":0.0114801633887647,"d":"0.0115"},2017,"National (US)","US EIA, 2017."]
[null,null,"Natural gas, combusted in industrial boiler - RNA","Technosphere","Input",{"v":0.0112665850784339,"d":"0.0113"},2017,"National (US)","US EIA, 2017."]
[null,null,"Hydrogen, at plant","Technosphere","Input",{"v":0.0095234077119933,"d":"0.0095"},2017,"National (US)","US EIA, 2017."]
[null,null,"Electricity, at Grid, US, 2010 - RNA","Technosphere","Input",{"v":0.00649139307024835,"d":"0.0065"},2016,"National (US)","US eGRID 2016"]
[null,null,"Liquefied petroleum gas, at refinery - RNA","Technosphere","Input",{"v":0.00340840123384986,"d":"0.0034"},2017,"National (US)","US EIA, 2017."]
[null,null,"Transport, pipeline, unspecified petroleum products - RNA","Technosphere","Input",{"v":1.03781738990984E-3,"d":"0.0010"},2017,"National (US)","US EIA 2017, Young et al. 2019"]
[null,null,"Transport, train, diesel powered - RNA","Technosphere","Input",{"v":0.000756717908258711,"d":"0.0008"},2017,"National (US)","US EIA 2017, Young et al. 2019"]
[null,null,"Natural gas, production mixture, at processing","Technosphere","Input",{"v":0.000400493564643923,"d":"0.0004"},2017,"National (US)","US EIA, 2017."]
[null,null,"Transport, barge, diesel powered - RNA","Technosphere","Input",{"v":1.23226176142418E-4,"d":"0.0001"},2017,"National (US)","US EIA 2017, Young et al. 2019"]
[null,null,"Bituminous coal, combusted in industrial boiler - RNA","Technosphere","Input",{"v":1.15612571366644E-4,"d":"0.0001"},2017,"National (US)","US EIA, 2017."]
[null,null,"Sulfuric acid, at plant - RNA","Technosphere","Input",{"v":1.05834029900328E-4,"d":"0.0001"},2017,"National (US)","No detailed source"]
[null,null,"Water","Elementary","Output",0,2014,"National (US)","EPA  2016; EIA, 2016"]
[null,null,"1,1,1-Trichloroethane","Elementary","Output",0,2014,"National (US)","EPA  2016; EIA, 2016"]
[null,null,"1,2-Dichloroethane","Elementary","Output",0,2014,"National (US)","EPA  2016; EIA, 2016"]
[null,null,"Carbon dioxide","Elementary","Output",{"v":0.0491716004569665,"d":"0.049"},2014,"National (US)","EPA  2016; EIA, 2016"]
[null,null,"Carbon tetrachloride","Elementary","Output",0,2014,"National (US)","EPA  2016; EIA, 2016"]
[null,null,"CFC-13","Elementary","Output",0,2014,"National (US)","EPA  2016; EIA, 2016"]
[null,null,"Chlorofluorocarbons","Elementary","Output",0,2014,"National (US)","EPA  2016; EIA, 2016"]
[null,null,"Chloroform","Elementary","Output",0,2014,"National (US)","EPA  2016; EIA, 2016"]
[null,null,"Chloromethane","Elementary","Output",0,2014,"National (US)","EPA  2016; EIA, 2016"]
[null,null,"Dibromomethane","Elementary","Output",0,2014,"National (US)","EPA  2016; EIA, 2016"]
[null,null,"HCFC-22","Elementary","Output",0,2014,"National (US)","EPA  2016; EIA, 2016"]
[null,null,"Methane","Elementary","Output",{"v":0.00209493869866406,"d":"0.0021"},2014,"National (US)","EPA  2016; EIA, 2016"]
[]
[]
[null,null,"Aggregated Score","Aggregated Score","Aggregated Score","Aggregated Score","Aggregated Score"]
[null,null,{"$f":"SUMPRODUCT($F82:$F106,C113:C137)/SUM($F82:$F106)","v":{"v":3.2730315992081493,"d":"3.27"}},{"$f":"SUMPRODUCT($F82:$F106,D113:D137)/SUM($F82:$F106)","v":{"v":1,"d":"1.00"}},{"$f":"SUMPRODUCT($F82:$F106,E113:E137)/SUM($F82:$F106)","v":{"v":1.0022545726635932,"d":"1.00"}},{"$f":"SUMPRODUCT($F82:$F106,F113:F137)/SUM($F82:$F106)","v":{"v":1.0022545726635932,"d":"1.00"}},{"$f":"SUMPRODUCT($F82:$F106,G113:G137)/SUM($F82:$F106)","v":{"v":2.0667670263681672,"d":"2.07"}}]
[null,null,"FLOW DATA QUALITY SCORES"]
[null,null,"Temporal","Geographical","Technological","Data Collection","Reliability"]
[null,null,{"$f":"IF(ABS($D$22-G82)<3,1,IF(ABS($D$22-G82)<6,2,IF(ABS($D$22-G82)<10,3,IF(ABS($D$22-G82)<15,4,5))))","v":3},1,1,1,2]
[null,null,3,1,1,1,3]
[null,null,3,1,1,1,2]
[null,null,3,1,1,1,2]
[null,null,3,1,1,1,2]
[null,null,3,1,1,1,2]
[null,null,3,1,1,1,2]
[null,null,3,1,1,1,2]
[null,null,3,1,1,1,2]
[null,null,3,1,1,1,2]
[null,null,3,1,1,1,2]
[null,null,3,1,1,1,2]
[null,null,3,1,5,5,5]
[null,null,4,1,1,1,2]
[null,null,4,1,1,1,2]
[null,null,4,1,1,1,2]
[null,null,4,1,1,1,2]
[null,null,4,1,1,1,2]
[null,null,4,1,1,1,2]
[null,null,4,1,1,1,2]
[null,null,4,1,1,1,2]
[null,null,4,1,1,1,2]
[null,null,4,1,1,1,2]
[null,null,4,1,1,1,2]
[null,null,4,1,1,1,2]
[]
[null,"5) Enter results of the process level data quality evaluation"]
[]
[null,null,"Process Name","Crude oil, production mixture, at extraction"]
[null,null,"Process Link","https://www.lcacommons.gov/lca-collaboration/National_Renewable_Energy_Laboratory/USLCI_Database_Public/dataset/PROCESS/e53e0de4-6c90-3519-850b-eb670f2c641b"]
[]
[null,null,"Process Data Quality Evaluation",null,null,"Data Attributes"]
[null,null,"Reviewed","Flow Completeness","Range Data\nCompleteness","Reproducibility","Free-to-Use and Publicly Accessible\n","Maintained","Interoperable"]
[null,null,"PROCESS DATA QUALITY INFORMATION\n~ Enter data from the process that will be used to generate a 1-5 score ~"]
[null,null,"Reviewed by internal reviewer. Publication: Franklin Associates (2020). Cradle-to-Gate Life Cycle Analysis of Olefins.","Flows are complete and have been evaluated and given a value","UNCERTAINTY ESTIMATION: No uncertainty analysis was carried out due to the lack of uncertainty data or probability distributions for key parameters, which are often only available as single point estimates from NETL","Exchange amounts and contributions are completely available and transparent","Process is free and fully accessible to the public","Appears annually but no clearly communicated plans for updates","Acquired from Federal LCA Commons"]
[null,null,"PROCESS DATA QUALITY SCORES\n~ Enter a 1-5 score based on the process data quality evaluation responses~"]
[null,null,4,1,5,1,1,5,1]
[]
[null,null,"LCIA Method \nCompatibility"]
[null,null,"Impact Category","Identified compatibility with impact assessment category (score as 1)","Known flows missing (score as 3)","Not Compatible (or unknown) (score as 5)"]
[null,null,"Greenhouse Gases",1]
[null,null,"Ozone Depletion Potential",1]
[null,null,"Eutrophication Potential",1]
[null,null,"Acidification Potential",1]
[null,null,"Photochemical Oxidant Creation Potential",1]
[]
[null,null,"LCIA Compatibility Average"]
[null,null,{"$f":"AVERAGE(D153:G157)","v":1}]
[]
[null,"6) Enter results of the flow level data quality evaluation"]
[]
[null,null,"FLOW DATA QUALITY EVALUATION"]
[null,null,"Flow","Flow Type","Direction","Exchange Impacts\n(flow amount*\ncharacterization factor)","Year","Geography","Sources"]
[null,null,"Crude oil, at extraction","Technosphere","Input",{"v":0.177979157677596,"d":"0.18"},2014,"National (US)","US EIA, 2017; US EPA, 2017"]
[null,null,"Crude oil, at extraction","Technosphere","Input",{"v":0.155291288339566,"d":"0.16"},2014,"National (US)","US EIA, 2017; US EPA, 2017"]
[null,null,"Crude oil, at extraction","Technosphere","Input",{"v":0.0280026489690245,"d":"0.03"},2014,"National (US)","US EIA, 2017; US EPA, 2017"]
[null,null,"Crude oil, at extraction","Technosphere","Input",{"v":0.0199395719727943,"d":"0.02"},2014,"National (US)","US EIA, 2017; US EPA, 2017"]
[]
[null,null,"Aggregated Score","Aggregated Score","Aggregated Score","Aggregated Score","Aggregated Score"]
[null,null,{"$f":"SUMPRODUCT($F166:$F169,C175:C178)/SUM($F166:$F169)","v":4},{"$f":"SUMPRODUCT($F166:$F169,D175:D178)/SUM($F166:$F169)","v":1},{"$f":"SUMPRODUCT($F166:$F169,E175:E178)/SUM($F166:$F169)","v":1},{"$f":"SUMPRODUCT($F166:$F169,F175:F178)/SUM($F166:$F169)","v":1},{"$f":"SUMPRODUCT($F166:$F169,G175:G178)/SUM($F166:$F169)","v":2}]
[null,null,"FLOW DATA QUALITY SCORES"]
[null,null,"Temporal","Geographical","Technological","Data Collection","Reliability"]
[null,null,{"$f":"IF(ABS($D$22-G166)<3,1,IF(ABS($D$22-G166)<6,2,IF(ABS($D$22-G166)<10,3,IF(ABS($D$22-G166)<15,4,5))))","v":4},1,1,1,2]
[null,null,{"$f":"IF(ABS($D$22-G167)<3,1,IF(ABS($D$22-G167)<6,2,IF(ABS($D$22-G167)<10,3,IF(ABS($D$22-G167)<15,4,5))))","v":4},1,1,1,2]
[null,null,{"$f":"IF(ABS($D$22-G168)<3,1,IF(ABS($D$22-G168)<6,2,IF(ABS($D$22-G168)<10,3,IF(ABS($D$22-G168)<15,4,5))))","v":4},1,1,1,2]
[null,null,{"$f":"IF(ABS($D$22-G169)<3,1,IF(ABS($D$22-G169)<6,2,IF(ABS($D$22-G169)<10,3,IF(ABS($D$22-G169)<15,4,5))))","v":4},1,1,1,2]
[]
[null,"7) Enter results of the process level data quality evaluation"]
[]
[null,null,"Process Name","Crude oil, on-shore import, at extraction - US"]
[null,null,"Process Link","https://www.lcacommons.gov/lca-collaboration/National_Renewable_Energy_Laboratory/USLCI_Database_Public/dataset/PROCESS/fcbe548c-bcd5-40b2-979c-53df809835f9"]
[]
[null,null,"Process Data Quality Evaluation",null,null,"Data Attributes"]
[null,null,"Reviewed","Flow Completeness","Range Data \nCompleteness","Reproducibility","Free-to-Use and Publicly Accessible\n","Maintained","Interoperable"]
[null,null,"PROCESS DATA QUALITY INFORMATION\n~ Enter data from the process that will be used to generate a 1-5 score ~"]
[null,null,"Metadata Data Quality Entry indicates: \"Documented review by an internal reviewer\". Publication: Franklin Associates (2020). Cradle-to-Gate Life Cycle Analysis of Olefins","Metadata Data Quality Entry indicates: >80% of determined flows have been evaluated and given a value","UNCERTAINTY ESTIMATION No uncertainty analysis was carried out due to the lack of uncertainty data or probability distributions for key parameters, which are often only available as single point estimates from NETL.","Exchange amounts and contributions are completely available and transparent","Process is free and fully accessible to the public","Appears annually but no clearly communicated plans for updates","Acquired from Federal LCA Commons"]
[null,null,"PROCESS DATA QUALITY SCORES\n~ Enter a 1-5 score based on the process data quality evaluation responses~"]
[null,null,4,1,5,1,1,5,1]
[]
[null,null,"LCIA Method \nCompatibility"]
[null,null,"Impact Category","Identified compatibility with impact assessment category (score as 1)","Known flows missing (score as 3)","Not Compatible (or unknown) (score as 5)"]
[null,null,"Greenhouse Gases",1]
[null,null,"Ozone Depletion Potential",1]
[null,null,"Eutrophication Potential",1]
[null,null,"Acidification Potential",1]
[null,null,"Photochemical Oxidant Creation Potential",1]
[]
[null,null,"LCIA Compatibility Average"]
[null,null,{"$f":"AVERAGE(D198:G202)","v":1}]
[]
[null,"8) Enter results of the flow level data quality evaluation"]
[]
[null,null,"FLOW DATA QUALITY EVALUATION"]
[null,null,"Flow","Flow Type","Direction","Exchange Impacts\n(flow amount*\ncharacterization factor)","Year","Geography","Sources"]
[null,null,"Electricity, at grid - RNA","Technosphere","Input",{"v":0.0238211491255327,"d":"0.024"},2013,"National (US)","US eGRID, GREET 2017"]
[null,null,"Natural gas, combusted in industrial boiler - RNA","Technosphere","Input",{"v":4.33622056323823E-5,"d":"0.000"},2013,"National (US)","GREET 2017"]
[null,null,"Diesel, combusted in industrial equipment - RNA","Technosphere","Input",{"v":1.26898095666779e-05,"d":"0.000"},2013,"National (US)","GREET 2017"]
[null,null,"Gasoline, combusted in equipment - RNA","Technosphere","Input",{"v":1.44843036881959e-06,"d":"0.000"},2013,"National (US)","GREET 2017"]
[null,null,"Residual fuel oil, combusted in industrial boiler - RNA","Technosphere","Input",{"v":9.11381298855103e-07,"d":"0.000"},2013,"National (US)","GREET 2017"]
[null,null,"Diesel, combusted in industrial boiler - RNA","Technosphere","Input",{"v":7.76311835419984e-07,"d":"0.000"},2013,"National (US)","GREET 2017"]
[null,null,"  Nitrogen oxides","Elementary","Output",0,2013,"National (US)","Unverified calculation"]
[null,null,"  Sulfur dioxide","Elementary","Output",0,2013,"National (US)","Unverified calculation"]
[null,null,"  Nitrogen","Elementary","Output",0,2013,"National (US)","Unverified calculation"]
[null,null,"Carbon dioxide","Elementary","Output",{"v":0.437858555367435,"d":"0.44"},2013,"National (US)","Cooney et al., 2017,"]
[null,null,"  1,1,1-Trichloroethane","Elementary","Output",0,2013,"National (US)","Unverified calculation"]
[null,null,"  Chloromethane","Elementary","Output",0,2013,"National (US)","Unverified calculation"]
[null,null,"  Volatile organic compounds","Elementary","Output",0,2013,"National (US)","Unverified calculation"]
[]
[null,null,"Aggregated Score","Aggregated Score","Aggregated Score","Aggregated Score","Aggregated Score"]
[null,null,{"$f":"SUMPRODUCT($F207:$F219,C225:C237)/SUM($F207:$F219)","v":4},{"$f":"SUMPRODUCT($F207:$F219,D225:D237)/SUM($F207:$F219)","v":1},{"$f":"SUMPRODUCT($F207:$F219,E225:E237)/SUM($F207:$F219)","v":1.1549669922185195},{"$f":"SUMPRODUCT($F207:$F219,F225:F237)/SUM($F207:$F219)","v":1.2068730847265599},{"$f":"SUMPRODUCT($F207:$F219,G225:G237)/SUM($F207:$F219)","v":2}]
[null,null,"FLOW DATA QUALITY SCORES"]
[null,null,"Temporal","Geographical","Technological","Data Collection","Reliability"]
[null,null,{"$f":"IF(ABS($D$22-G207)<3,1,IF(ABS($D$22-G207)<6,2,IF(ABS($D$22-G207)<10,3,IF(ABS($D$22-G207)<15,4,5))))","v":4},1,4,5,2]
[null,null,4,1,2,5,2]
[null,null,4,1,4,5,2]
[null,null,4,1,4,5,2]
[null,null,4,1,4,5,2]
[null,null,4,1,4,5,2]
[null,null,4,1,4,5,3]
[null,null,4,1,4,5,3]
[null,null,4,1,4,5,3]
[null,null,4,1,1,1,2]
[null,null,4,1,4,5,3]
[null,null,4,1,4,5,3]
[null,null,4,1,4,5,3]
[]
[null,"9) Enter results of the process level data quality evaluation"]
[]
[null,null,"Process Name","Crude oil, on-shore domestic, at extraction - US"]
[null,null,"Process Link","https://www.lcacommons.gov/lca-collaboration/National_Renewable_Energy_Laboratory/USLCI_Database_Public/dataset/PROCESS/3dd5638d-cb25-4e78-90c7-8dd98188f733"]
[]
[null,null,"Process Data Quality Evaluation",null,null,"Data Attributes"]
[null,null,"Reviewed","Flow Completeness","Range Data \nCompleteness","Reproducibility","Free-to-Use and Publicly Accessible","Maintained","Interoperable"]
[null,null,"PROCESS DATA QUALITY INFORMATION\n~ Enter data from the process that will be used to generate a 1-5 score ~"]
[null,null,"Metadata Data Quality Entry indicates: \"Documented review by an internal reviewer\". Publication: Franklin Associates (2020). Cradle-to-Gate Life Cycle Analysis of Olefins","Metadata Data Quality Entry indicates: \">80% of determined flows have been evaluated and given a value\"","UNCERTAINTY ESTIMATION No uncertainty analysis was carried out due to the lack of uncertainty data or probability distributions for key parameters, which are often only available as single point estimates from NETL.","enter response","Process is free and fully accessible to the public","Appears annually but no clearly communicated plans for updates","Acquired from Federal LCA Commons"]
[null,null,"PROCESS DATA QUALITY SCORES\n~ Enter a 1-5 score based on the process data quality evaluation responses~"]
[null,null,4,1,5,1,1,5,1]
[]
[null,null,"LCIA Method \nCompatibility"]
[null,null,"Impact Category","Identified compatibility with impact assessment category (score as 1)","Known flows missing (score as 3)","Not Compatible (or unknown) (score as 5)"]
[null,null,"Greenhouse Gases",1]
[null,null,"Ozone Depletion Potential",1]
[null,null,"Eutrophication Potential",1]
[null,null,"Acidification Potential",1]
[null,null,"Photochemical Oxidant Creation Potential",1]
[]
[null,null,"LCIA Compatibility Average"]
[null,null,{"$f":"AVERAGE(D253:F257)","v":1}]
[]
[null,"10) Enter results of the flow level data quality evaluation"]
[]
[null,null,"FLOW DATA QUALITY EVALUATION"]
[null,null,"Flow","Flow Type","Direction","Exchange Impacts\n(flow amount*\ncharacterization factor)","Year","Geography","Sources"]
[null,null,"Electricity, at grid - RNA","Technosphere","Input",{"v":0.0238211491255327,"d":"0.02"},2013,"National (US)","US eGRID, GREET 2017"]
[null,null,"Natural gas, combusted in industrial boiler - RNA","Technosphere","Input",{"v":4.33622056323823E-5,"d":"4.34E-05"},2013,"National (US)","GREET 2017"]
[null,null,"Diesel, combusted in industrial equipment - RNA","Technosphere","Input",{"v":1.26898095666779e-05,"d":"1.27E-05"},2013,"National (US)","GREET 2017"]
[null,null,"Gasoline, combusted in equipment - RNA","Technosphere","Input",{"v":1.44843036881959e-06,"d":"1.45E-06"},2013,"National (US)","GREET 2017"]
[null,null,"Residual fuel oil, combusted in industrial boiler - RNA","Technosphere","Input",{"v":9.11381298855103e-07,"d":"9.11E-07"},2013,"National (US)","GREET 2017"]
[null,null,"Diesel, combusted in industrial boiler - RNA","Technosphere","Input",{"v":7.76311835419984e-07,"d":"7.76E-07"},2013,"National (US)","GREET 2017"]
[null,null,"  Nitrogen oxides","Elementary","Output",0,2013,"National (US)","US EPA, 2015"]
[null,null,"  Sulfur dioxide","Elementary","Output",0,2013,"National (US)","US EPA, 2015"]
[null,null,"  Nitrogen","Elementary","Output",0,2013,"National (US)","US EPA, 2015"]
[null,null,"Carbon dioxide","Elementary","Output",{"v":0.34276599620005,"d":"0.34"},2013,"National (US)","Cooney et al., 2017,"]
[null,null,"  1,1,1-Trichloroethane","Elementary","Output",0,2013,"National (US)","US EPA, 2015"]
[null,null,"  Chloromethane","Elementary","Output",0,2013,"National (US)","US EPA, 2015"]
[null,null,"  Volatile organic compounds","Elementary","Output",0,2013,"National (US)","US EPA, 2015"]
[]
[null,null,"Aggregated Score","Aggregated Score","Aggregated Score","Aggregated Score","Aggregated Score"]
[null,null,{"$f":"SUMPRODUCT($F266:$F278,C284:C296)/SUM($F266:$F278)","v":{"v":4,"d":"4.00"}},{"$f":"SUMPRODUCT($F266:$F278,D284:D296)/SUM($F266:$F278)","v":{"v":1,"d":"1.00"}},{"$f":"SUMPRODUCT($F266:$F278,E284:E296)/SUM($F266:$F278)","v":{"v":1.000645724593975,"d":"1.00"}},{"$f":"SUMPRODUCT($F266:$F278,F284:F296)/SUM($F266:$F278)","v":{"v":1.000645724593975,"d":"1.00"}},{"$f":"SUMPRODUCT($F266:$F278,G284:G296)/SUM($F266:$F278)","v":{"v":2,"d":"2.00"}}]
[null,null,"FLOW DATA QUALITY SCORES"]
[null,null,"Temporal","Geographical","Technological","Data Collection","Reliability"]
[null,null,{"$f":"IF(ABS($D$22-G266)<3,1,IF(ABS($D$22-G266)<6,2,IF(ABS($D$22-G266)<10,3,IF(ABS($D$22-G266)<15,4,5))))","v":4},1,1,1,2]
[null,null,4,1,5,5,2]
[null,null,4,1,5,5,2]
[null,null,4,1,5,5,2]
[null,null,4,1,5,5,2]
[null,null,4,1,5,5,2]
[null,null,4,1,1,1,2]
[null,null,4,1,1,1,2]
[null,null,4,1,1,1,2]
[null,null,4,1,1,1,2]
[null,null,4,1,1,1,2]
[null,null,4,1,1,1,2]
[null,null,4,1,1,1,2]

{"sheet":"DQA Matrix Example","index":6,"n_rows":108,"n_cols":8,"rows_kept":108,"merged":[[11,1,12,2],[11,3,12,3],[11,4,11,5],[13,1,13,5],[14,1,14,2],[15,1,15,2],[16,1,16,2],[17,1,17,2],[18,1,18,2],[19,1,19,5],[20,1,20,2],[21,1,21,2],[22,1,22,2],[23,1,23,5],[24,1,24,2],[25,1,25,2],[26,1,26,2],[27,1,27,2],[28,1,28,2],[29,1,29,4],[36,1,37,2],[36,3,37,3],[36,4,36,5],[38,1,38,5],[39,1,39,2],[40,1,40,2],[41,1,41,2],[42,1,42,2],[43,1,43,2],[44,1,44,5],[45,1,45,2],[46,1,46,2],[47,1,47,2],[48,1,48,5],[49,1,49,2],[50,1,50,2],[51,1,51,2],[52,1,52,2],[53,1,53,2],[54,1,54,4],[61,1,62,2],[61,3,62,3],[61,4,61,5],[63,1,63,5],[64,1,64,2],[65,1,65,2],[66,1,66,2],[67,1,67,2],[68,1,68,2],[69,1,69,5],[70,1,70,2],[71,1,71,2],[72,1,72,2],[73,1,73,5],[74,1,74,2],[75,1,75,2],[76,1,76,2],[77,1,77,2],[78,1,78,2],[79,1,79,4],[86,1,87,2],[86,3,87,3],[86,4,86,5],[88,1,88,5],[89,1,89,2],[90,1,90,2],[91,1,91,2],[92,1,92,2],[93,1,93,2],[94,1,94,5],[95,1,95,2],[96,1,96,2],[97,1,97,2],[98,1,98,5],[99,1,99,2],[100,1,100,2],[101,1,101,2],[102,1,102,2],[103,1,103,2],[104,1,104,4]]}
[]
[null,"Data Quality Score Aggregation Example (based on 'Scoring Example (USLCI))"]
[]
[null,"Weighting By GHG Contribution"]
[null,"Total Represented (%)",">","Scale to 100%",">","Decimal format",">","Final cradle-to-gate aggregated DQA score"]
[]
[null,{"$f":"B33+B108+B58+B83","v":{"v":69.1711,"d":"69.17"}},null,{"$f":"D33+D108+D58+D83","v":{"v":100.00000000000001,"d":"100.00"}},null,{"$f":"F33+F108+F58+F83","v":{"v":1,"d":"1.00"}},null,{"$f":"F33*F30+F108*F105+F58*F55+F83*F80","v":{"v":27.856440475683755,"d":"27.86"}}]
[]
[]
[null,"Complete aggregation table for each process, weight by GHG contribution at the end (see calculation columns H:N)"]
[]
[null,"Indicator",null,"Priority Importance Weighting Factor (lower number = higher priority weighting)","< Unit Process: Petroleum refining, at refinery - US>"]
[{"$nulls":4},"Aggregated DQI Score (between 1 and 5) ","Aggregated DQI Score * Priority Importance Weighting Factor "]
[null,"Aggregated Flow-level DQI (to be assessed for flows influencing GHG)"]
[null,"Temporal Representativeness ",null,1,{"$f":"'Scoring Example (USLCI)'!C110","v":{"v":3.2730315992081493,"d":"3.27"}},{"$f":"D15*E15","v":{"v":3.2730315992081493,"d":"3.27"}}]
[null,"Geographical Representativeness ",null,1,{"$f":"'Scoring Example (USLCI)'!D110","v":{"v":1,"d":"1.00"}},{"v":1,"d":"1.00"}]
[null,"Technological Representativeness ",null,1,{"$f":"'Scoring Example (USLCI)'!E110","v":{"v":1.0022545726635932,"d":"1.00"}},{"v":1.0022545726635932,"d":"1.00"}]
[null,"Data Collection Methods",null,1,{"$f":"'Scoring Example (USLCI)'!F110","v":{"v":1.0022545726635932,"d":"1.00"}},{"v":1.0022545726635932,"d":"1.00"}]
[null,"Reliability",null,1,{"$f":"'Scoring Example (USLCI)'!G110","v":{"v":2.0667670263681672,"d":"2.07"}},{"v":2.0667670263681672,"d":"2.07"}]
[null,"Process-level DQI"]
[null,"Reviewed",null,1,{"$f":"'Scoring Example (USLCI)'!C62","v":4},4]
[null,"Flow Completeness",null,1,{"$f":"'Scoring Example (USLCI)'!D62","v":1},1]
[null,"Range Data Completeness",null,1,{"$f":"'Scoring Example (USLCI)'!E62","v":5},5]
[null,"Data Attributes "]
[null,"Reproducibility ",null,1,{"$f":"'Scoring Example (USLCI)'!F62","v":1},1]
[null,"Free-to-Use and Publicly Accessible",null,1,{"$f":"'Scoring Example (USLCI)'!G62","v":1},1]
[null,"Interoperable",null,1,{"$f":"'Scoring Example (USLCI)'!I62","v":1},1]
[null,"Maintained",null,1,{"$f":"'Scoring Example (USLCI)'!H62","v":5},5]
[null,"LCIA Method Compatibility",null,1,{"$f":"'Scoring Example (USLCI)'!C75","v":1},1]
[null,"Total",{"$nulls":3},{"$f":"SUM(F15:F29)","v":{"v":27.344307770903505,"d":"27.34"}}]
[]
[null,"% Contribution of Cradle-to-Gate Impacts"]
[null,{"$f":"('Scoring Example (USLCI)'!C34-'Scoring Example (USLCI)'!C35-SUM('Scoring Example (USLCI)'!C40:C50))","v":{"v":26.2711,"d":"26.27"}},null,{"$f":"B33/($B$7/100)","v":{"v":37.97987888005251,"d":"37.98"}},null,{"$f":"D33/100","v":{"v":0.3797987888005251,"d":"0.38"}}]
[]
[]
[]
[null,"Indicator",null,"Priority Importance Weighting Factor (lower number = higher priority weighting)","<Crude oil, on-shore import, at extraction - US>"]
[{"$nulls":4},"Aggregated DQI Score (between 1 and 5) ","Aggregated DQI Score * Priority Importance Weighting Factor "]
[null,"Aggregated Flow-level DQI (to be assessed for flows influencing GHG)"]
[null,"Temporal Representativeness ",null,1,{"$f":"'Scoring Example (USLCI)'!C222","v":4},{"$f":"D40*E40","v":4}]
[null,"Geographical Representativeness ",null,1,{"$f":"'Scoring Example (USLCI)'!D222","v":1},1]
[null,"Technological Representativeness ",null,1,{"$f":"'Scoring Example (USLCI)'!E222","v":{"v":1.1549669922185195,"d":"1.15"}},{"v":1.1549669922185195,"d":"1.15"}]
[null,"Data Collection Methods",null,1,{"$f":"'Scoring Example (USLCI)'!F222","v":{"v":1.2068730847265599,"d":"1.21"}},{"$f":"D43*E43","v":{"v":1.2068730847265599,"d":"1.21"}}]
[null,"Reliability",null,1,{"$f":"'Scoring Example (USLCI)'!G222","v":2},2]
[null,"Process-level DQI"]
[null,"Reviewed",null,1,{"$f":"'Scoring Example (USLCI)'!C190","v":4},4]
[null,"Flow Completeness",null,1,{"$f":"'Scoring Example (USLCI)'!D190","v":1},1]
[null,"Range Data Completeness",null,1,{"$f":"'Scoring Example (USLCI)'!E190","v":5},5]
[null,"Data Attributes "]
[null,"Reproducibility ",null,1,{"$f":"'Scoring Example (USLCI)'!F190","v":1},1]
[null,"Free-to-Use and Publicly Accessible",null,1,{"$f":"'Scoring Example (USLCI)'!G190","v":1},1]
[null,"Interoperable",null,1,{"$f":"'Scoring Example (USLCI)'!I190","v":1},1]
[null,"Maintained",null,1,{"$f":"'Scoring Example (USLCI)'!H190","v":5},5]
[null,"LCIA Method Compatibility",null,1,{"$f":"'Scoring Example (USLCI)'!C201","v":1},1]
[null,"Total",{"$nulls":3},{"$f":"SUM(F40:F54)","v":{"v":28.36184007694508,"d":"28.36"}}]
[]
[null,"% Contribution (individual process), above "]
[null,{"$f":"'Scoring Example (USLCI)'!C36","v":{"v":20.1,"d":"20.10"}},null,{"$f":"B58/($B$7/100)","v":{"v":29.05837842682855,"d":"29.06"}},null,{"$f":"D58/100","v":{"v":0.2905837842682855,"d":"0.29"}}]
[]
[]
[]
[null,"Indicator",null,"Priority Importance Weighting Factor (lower number = higher priority weighting)","< Crude oil, on-shore domestic, at extraction - US>"]
[{"$nulls":4},"Aggregated DQI Score (between 1 and 5) ","Aggregated DQI Score * Priority Importance Weighting Factor "]
[null,"Aggregated Flow-level DQI (to be assessed for flows influencing GHG)"]
[null,"Temporal Representativeness ",null,1,{"$f":"'Scoring Example (USLCI)'!C281","v":4},{"$f":"D65*E65","v":4}]
[null,"Geographical Representativeness ",null,1,{"$f":"'Scoring Example (USLCI)'!D281","v":1},1]
[null,"Technological Representativeness ",null,1,{"$f":"'Scoring Example (USLCI)'!E281","v":{"v":1.000645724593975,"d":"1.00"}},{"v":1.000645724593975,"d":"1.00"}]
[null,"Data Collection Methods",null,1,{"$f":"'Scoring Example (USLCI)'!F281","v":{"v":1.000645724593975,"d":"1.00"}},{"v":1.000645724593975,"d":"1.00"}]
[null,"Reliability",null,1,{"$f":"'Scoring Example (USLCI)'!G281","v":2},2]
[null,"Process-level DQI"]
[null,"Reviewed",null,1,{"$f":"'Scoring Example (USLCI)'!C249","v":4},4]
[null,"Flow Completeness",null,1,{"$f":"'Scoring Example (USLCI)'!D249","v":1},1]
[null,"Range Data Completeness",null,1,{"$f":"'Scoring Example (USLCI)'!E249","v":5},{"$f":"D73*E73","v":5}]
[null,"Data Attributes "]
[null,"Reproducibility ",null,1,{"$f":"'Scoring Example (USLCI)'!F249","v":1},1]
[null,"Free-to-Use and Publicly Accessible",null,1,{"$f":"'Scoring Example (USLCI)'!G249","v":1},1]
[null,"Interoperable",null,1,{"$f":"'Scoring Example (USLCI)'!I249","v":1},1]
[null,"Maintained",null,1,{"$f":"'Scoring Example (USLCI)'!H249","v":5},5]
[null,"LCIA Method Compatibility",null,1,{"$f":"'Scoring Example (USLCI)'!C260","v":1},{"$f":"D79*E79","v":1}]
[null,"Total",{"$nulls":3},{"$f":"SUM(F65:F79)","v":{"v":28.00129144918795,"d":"28.00"}}]
[]
[null,"% Contribution (individual process), above "]
[null,{"$f":"'Scoring Example (USLCI)'!C37","v":{"v":17.5,"d":"17.50"}},null,{"$f":"B83/($B$7/100)","v":{"v":25.299583207437788,"d":"25.30"}},null,{"$f":"D83/100","v":{"v":0.25299583207437787,"d":"0.25"}}]
[]
[]
[]
[null,"Indicator",null,"Priority Importance Weighting Factor (lower number = higher priority weighting)","< Crude oil, production mixture, at extraction>"]
[{"$nulls":4},"Aggregated DQI Score (between 1 and 5) ","Aggregated DQI Score * Priority Importance Weighting Factor "]
[null,"Aggregated Flow-level DQI (to be assessed for flows influencing GHG)"]
[null,"Temporal Representativeness ",null,1,{"$f":"'Scoring Example (USLCI)'!C172","v":4},{"$f":"D90*E90","v":4}]
[null,"Geographical Representativeness ",null,1,{"$f":"'Scoring Example (USLCI)'!D172","v":1},1]
[null,"Technological Representativeness ",null,1,{"$f":"'Scoring Example (USLCI)'!E172","v":1},1]
[null,"Data Collection Methods",null,1,{"$f":"'Scoring Example (USLCI)'!F172","v":1},1]
[null,"Reliability",null,1,{"$f":"'Scoring Example (USLCI)'!G172","v":2},2]
[null,"Process-level DQI"]
[null,"Reviewed",null,1,{"$f":"'Scoring Example (USLCI)'!C149","v":4},4]
[null,"Flow Completeness",null,1,{"$f":"'Scoring Example (USLCI)'!D149","v":1},1]
[null,"Range Data Completeness",null,1,{"$f":"'Scoring Example (USLCI)'!E149","v":5},5]
[null,"Data Attributes "]
[null,"Reproducibility ",null,1,{"$f":"'Scoring Example (USLCI)'!F149","v":1},1]
[null,"Free-to-Use and Publicly Accessible",null,1,{"$f":"'Scoring Example (USLCI)'!G149","v":1},1]
[null,"Interoperable",null,1,{"$f":"'Scoring Example (USLCI)'!I149","v":1},1]
[null,"Maintained",null,1,{"$f":"'Scoring Example (USLCI)'!H149","v":5},5]
[null,"LCIA Method Compatibility",null,1,{"$f":"'Scoring Example (USLCI)'!C160","v":1},1]
[null,"Total",{"$nulls":3},{"$f":"SUM(F90:F104)","v":28}]
[]
[null,"% Contribution (individual process), above "]
[null,{"$f":"'Scoring Example (USLCI)'!C35-B58-B83","v":{"v":5.299999999999997,"d":"5.30"}},null,{"$f":"B108/($B$7/100)","v":{"v":7.662159485681155,"d":"7.66"}},null,{"$f":"D108/100","v":{"v":0.07662159485681155,"d":"0.08"}}]