Air Emissions
How to Download Your Data
- Go to https://www.epa.gov/enviro/tri-ez-search.
- Scroll down and click on “Flat (Denormalized) Form R – A flat view of the TRI database that contains
a majority of the available TRI information.
- Select the following variables from the list of data elements provided.
- Reporting Year
- In the row immediately below Air Total Release check the box above SUM
- Primary NAICS Code
- Scroll to the bottom of the page and click on “STEP 3: Enter Search Criteria”
- On the next page:
- For Reporting Year – switch Operator to “Between.” In the pop-up box that results, enter
“1996” into the top form field, and “2018” into the bottom form field. Then click “Enter
BETWEEN Range in Search Field.” In the Sort Column field, enter “1.” (You can leave the
other columns blank or unchanged.)
- For Primary NAICS Code – switch Operator to “Beginning with,” and enter 3273 (Cement and
Concrete Product Manufacturing) under Search Value. Then check the last box to the right
under “Where Only.”
- Click on “Search database” or “Output to CSV File”
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Criteria air pollutants
How to Download Your Data
Note: Processing National Emissions Inventory data will require use of data processing software. The
data are available
in a tab or comma-delimited text format that must be imported into a program that will allow you to
analyze the file.
- Download the data files from each of the following links:
- 1996 -
https://gaftp.epa.gov/air/nei/nei_criteria_summaries/1996criteriasummaryfiles/
- 1999 –
https://gaftp.epa.gov/air/nei/nei_criteria_summaries/1999criteriasummaryfiles/
- 2002
– https://gaftp.epa.gov/air/nei/nei_criteria_summaries/2002summaryfiles/
- 2005 –
https://gaftp.epa.gov/air/nei/nei_criteria_summaries/2005summaryfiles/
- 2008 –
https://www.epa.gov/air-emissions-inventories/2008-national-emissions-inventory-nei-data
- 2011 –
https://www.epa.gov/air-emissions-inventories/2011-national-emissions-inventory-nei-data
- 2014 –
https://www.epa.gov/air-emissions-inventories/2014-national-emissions-inventory-nei-data
- 2017 –
https://www.epa.gov/air-emissions-inventories/2017-national-emissions-inventory-nei-data
For 1996 – 2005, a ZIP folder should begin downloading automatically. For 2008 - 2017, click the
“Data Summaries” tab,
then download the file “Facility-level by Pollutant.”
- Cement and concrete manufacturing facilities are grouped under NAICS codes beginning with 3273 for
the years 2002 –
2017. To identify the SIC codes corresponding to NAICS 3273 for the 1996 and 1999 datasets, use the
following crosswalk:
https://www.naics.com/sic-naics-crosswalk-search-results/
- Using the SIC and NAICS codes, filter for paper products facilities, then sum total emissions of CO,
NOX, VOC, PM10,
NH3, and SO2 in each year to arrive at the totals shown in this chart.
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Greenhouse Gases
How to Download Your Data
- Go to https://www.epa.gov/sites/production/files/2020-04/us-ghg-inventory-chapter-text.zip.
This
link will open a ZIP
file containing a full time series of all tables in the U.S. GHG Inventory report.
- Open folder for Chapter 4 – Industrial Processes
- In table 4-3 (CO2 Emissions from Cement Production), the 1996 – 2018 values in the “MMT CO2” column
correspond to the
values shown in this chart.
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Energy Use
How to Download Your Data
- Go to https://www.eia.gov/outlooks/aeo/
- Under “Reference case tables,” go to “View all reference case tables”
- Go to Table 29. Cement and Lime Industry Energy Consumption.
- For 2019, copy the value for “Total (trillion Btu)” under “Energy Consumption”
- Repeat for each Annual Energy Outlook, 2010-2019, copying only the first year of data from each. All
other years in
each report are projected values (AEO 2015 has 2012 and 2013 data).
Note – These values correspond only to cement production.
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Hazardous Waste Generation
How to Download Your Data
- Go to https://rcrainfo.epa.gov/rcrainfoweb/action/modules/br/naics/view
- Repeat the following steps for each reporting cycle. You will be able to access data for one year
and one NAICS code at a time. For each reporting cycle, the output for NAICS 3273 is equal to the
value shown in this chart.
- NAICS code: 3273 CEMENT AND CONCRETE PRODUCT MANUFACTURING
- Reporting cycles: 2001, 2003, 2005, 2007, 2009, 2011, 2013, 2015, 2017
- You do not need to change the “Generators to Include” dropdown or the “Location” dropdown
before hitting submit.
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Production-Related Waste Managed
How to Download Your Data
- Go to https://www.epa.gov/enviro/tri-ez-search.
- Scroll down and click on “Flat (Denormalized) Form R – A flat view of the TRI database that contains
a majority of the available TRI information.
- Select the following variables from the list of data elements provided.
- Reporting Year
- In the row immediately below Total Production Related Waste check the box above SUM
- Primary NAICS Code
- Scroll to the bottom of the page and click on “STEP 3: Enter Search Criteria”
- On the next page:
- For Reporting Year – switch Operator to “Between.” In the pop-up box that results, enter
“1998” into the top form field, and “2018” into the bottom form field. Then click “Enter
BETWEEN Range in Search Field.” In the Sort Column field, enter “1.” (You can leave the
other columns blank or unchanged.)
- For Primary NAICS Code – switch Operator to “Beginning with,” and enter 3273 (Cement and
Concrete Product Manufacturing) under Search Value. Then check the last box to the right
under “Where Only.”
- Click on “Search database” or “Output to CSV File”
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Recycling of Waste Chemicals
How to Download Your Data
- Go to https://www.epa.gov/enviro/tri-ez-search.
- Scroll down and click on “Flat (Denormalized) Form R – A flat view of the TRI database that contains
a majority of the available TRI information.
- Select the following variables from the list of data elements provided.
- Reporting Year
- In the row immediately below Land Total Release check the box above SUM
- Primary NAICS Code
- Scroll to the bottom of the page and click on “STEP 3: Enter Search Criteria”
- On the next page:
- For Reporting Year – switch Operator to “Between.” In the pop-up box that results, enter
“1996” into the top form field, and “2018” into the bottom form field. Then click “Enter
BETWEEN Range in Search Field.” In the Sort Column field, enter “1.” (You can leave the
other columns blank or unchanged.)
- For Primary NAICS Code – switch Operator to “Beginning with,” and enter 3273 (Cement and
Concrete Product Manufacturing) under Search Value. Then check the last box to the right
under “Where Only.”
- Click on “Search database” or “Output to CSV File”
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Releases to Land
How to Download Your Data
- Go to https://www.epa.gov/enviro/tri-ez-search.
- Scroll down and click on “Flat (Denormalized) Form R – A flat view of the TRI database that contains
a majority of the available TRI information.
- Select the following variables from the list of data elements provided.
- Reporting Year
- In the row immediately below Land Total Release check the box above SUM
- Primary NAICS Code
- Scroll to the bottom of the page and click on “STEP 3: Enter Search Criteria”
- On the next page:
- For Reporting Year – switch Operator to “Between.” In the pop-up box that results, enter
“1996” into the top form field, and “2018” into the bottom form field. Then click “Enter
BETWEEN Range in Search Field.” In the Sort Column field, enter “1.” (You can leave the
other columns blank or unchanged.)
- For Primary NAICS Code – switch Operator to “Beginning with,” and enter 3273 (Cement and
Concrete Product Manufacturing) under Search Value. Then check the last box to the right
under “Where Only.”
- Click on “Search database” or “Output to CSV File”
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Water Discharges
How to Download Your Data
- Go to https://www.epa.gov/enviro/tri-ez-search.
- Scroll down and click on “Flat (Denormalized) Form R – A flat view of the TRI database that contains
a majority of the available TRI information.
- Select the following variables from the list of data elements provided.
- Reporting Year
- In the row immediately below Water Total Release check the box above SUM
- Primary NAICS Code
- Scroll to the bottom of the page and click on “STEP 3: Enter Search Criteria”
- On the next page:
- For Reporting Year – switch Operator to “Between.” In the pop-up box that results, enter
“1996” into the top form field, and “2018” into the bottom form field. Then click “Enter
BETWEEN Range in Search Field.” In the Sort Column field, enter “1.” (You can leave the
other columns blank or unchanged.)
- For Primary NAICS Code – switch Operator to “Beginning with,” and enter 3273 (Cement and
Concrete Product Manufacturing) under Search Value. Then check the last box to the right
under “Where Only.”
- Click on “Search database” or “Output to CSV File”
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Dollar Value of Gross Output
How to Download Your Data
- Go to https://www.bea.gov/industry/gdpbyind_data.htm
- Select “Access Underlying Detail tables.”
- Select “Gross Output by Industry.”
- Select “U.Gross Output by Industry (A),” then select “Detail Level.”
- Click the “Next Step” button. The resulting data table will then load.
- Select “Modify” in the upper-right-hand corner of the table. In the resulting window:
- Set the scale as “Billions”
- Set the start year as “1997”
- Set the start year as “Most Recent”
- Click “Refresh Table”
- Click “Download” and choose your preferred download format.
- Line 52 of the resulting table (Cement manufacturing) contains the values shown in this chart.
Note – These values correspond only to cement production.
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Employment
How to Download Your Data
Note: Processing employment data from the Census Bureau will require use of data processing software.
The data are available in a comma-delimited text format that must be imported into a software
package that will allow you to analyze the file.
- Go to https://www.census.gov/programs-surveys/cbp/data/datasets.html
- Click on any link labeled “County Business Patterns: YEAR.” On the resulting page, click the
“Complete U.S. File” link and download the corresponding file. Repeat this process for each year
from 1998 to 2018.
- Open each file in a software package of your choice that can process comma-delimited text files.
Repeat the steps below for each file.
- For entities with suppressed data, the Census Bureau replaces all employment values with zeroes, and
this underestimates the total number of employees in each sector. Using your software package,
replace the suppression flags with the midpoint of the Data Suppression Flag employment ranges per
the table below.
Empflag Data Suppression Flag |
Employment Size Class |
Midpoint |
Min |
Max |
A |
0 |
19 |
10 |
B |
20 |
99 |
60 |
C |
100 |
249 |
175 |
E |
250 |
499 |
375 |
F |
500 |
999 |
750 |
G |
1000 |
2,499 |
1,750 |
H |
2,500 |
4,999 |
3,750 |
I |
5000 |
9,999 |
7,500 |
J |
10,000 |
24,999 |
17,500 |
K |
25,000 |
49,999 |
37,500 |
L |
50,000 |
99,999 |
75,000 |
M |
100,000 |
>100,000 |
100,000 |
- In your software package, filter the data for NAICS codes that begin with 3273.
- With the filter in place, aggregate the “emp” column across all records.
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Production
How to Download Your Data
- Go to https://www.usgs.gov/centers/nmic/cement-statistics-and-information
- Open the 2020 PDF report for Cement.
- For years 2015 – 2019, sum the values of the “Portland and masonry cement” and “Clinker” lines in
the production table on the first page of the PDF report.
- Use the 2001 – 2019 PDF reports to calculate corresponding values for years 1996 – 2014.
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