Datasets:
dcair v1: reported data-center air emissions (VA, CA, TX, PA, Maricopa AZ, OR + EPA NEI)
Browse files- .gitattributes +1 -0
- LICENSE +396 -0
- NOTES.md +59 -0
- SUMMARY.md +92 -0
- aliases.csv +4 -0
- data/best.csv +0 -0
- data/coverage.csv +223 -0
- data/long.csv +3 -0
.gitattributes
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@@ -58,3 +58,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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# Video files - compressed
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*.mp4 filter=lfs diff=lfs merge=lfs -text
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*.webm filter=lfs diff=lfs merge=lfs -text
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# Video files - compressed
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*.mp4 filter=lfs diff=lfs merge=lfs -text
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*.webm filter=lfs diff=lfs merge=lfs -text
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+
data/long.csv filter=lfs diff=lfs merge=lfs -text
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LICENSE
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NOTES.md
ADDED
|
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|
| 1 |
+
# Research notes (2026-11-04)
|
| 2 |
+
|
| 3 |
+
How we got here, what each state publishes, and what we checked ourselves vs. took from agency pages or
|
| 4 |
+
secondary reporting.
|
| 5 |
+
|
| 6 |
+
## 1. Can NEI give a data-center emissions trend? No.
|
| 7 |
+
|
| 8 |
+
Test state: Virginia. Reference list: 183 unique DEQ registration numbers from the Public Evidence Project's
|
| 9 |
+
index of DEQ data-center air permits (194 rows). In NEI, Virginia's agency facility ID is the 5-digit DEQ
|
| 10 |
+
registration number, so the join is exact.
|
| 11 |
+
|
| 12 |
+
| NEI year | permitted data centers present | NOx t |
|
| 13 |
+
|---|---|---|
|
| 14 |
+
| 2012-2014 | 1 | 2-17 |
|
| 15 |
+
| 2015-2021 | 3 | 41-85 |
|
| 16 |
+
| 2022 | 28 | 362 |
|
| 17 |
+
| 2023 | 28 | 394 |
|
| 18 |
+
|
| 19 |
+
- 155 of 183 permitted registrations never appear in any NEI year 2012-2023.
|
| 20 |
+
- The 2022 jump is 25 sites appearing at once, including one permitted since 2003: a reporting change.
|
| 21 |
+
- For comparison, DEQ's own 2024 data has 148 data-center sites reporting 796 t NOx.
|
| 22 |
+
|
| 23 |
+
NAICS 518210 facilities in NEI, 12 large markets, 2017 -> 2023: VA 2 -> 23, TX 1 -> 4, GA 0 -> 1, OH 0 -> 4,
|
| 24 |
+
AZ 0 (all years), OR 0 -> 19, WA 0 (all years), NV 2 -> 4, CA 91 -> 118, IL 12 -> 11, IA 2 -> 4, PA 1 -> 6.
|
| 25 |
+
NAICS alone undercounts: Virginia data centers also use 541513.
|
| 26 |
+
|
| 27 |
+
## 2. What states publish
|
| 28 |
+
|
| 29 |
+
"Verified" = we downloaded the data and found data centers in it. Other entries come from agency pages and
|
| 30 |
+
rules as read on 2026-11-04 and were not re-verified row by row.
|
| 31 |
+
|
| 32 |
+
| State | Public facility-level actuals? | Notes |
|
| 33 |
+
|---|---|---|
|
| 34 |
+
| VA | yes, 2024 only (verified) | DEQ ArcGIS: Air Sites layer has a data-center flag (199 sites, covering all 183 permit-index registrations); emissions layer is current year only. VCU's 2015-2024 series came from DEQ directly. Emissions statements required at 25 tpy VOC/NOx in emissions control areas (9VAC5-20-160); permits also require annual emissions data. Generator run logs: on site, records request only. |
|
| 35 |
+
| CA | yes (CARB verified) | CARB facility tool by SIC, 2000-2024 in our pull, criteria tons, no PM2.5. Bay Area AQMD toxic air contaminant inventory 2012-2024 covers all permitted facilities since reporting year 2020 (diesel PM only for engines). Per-engine hours reported at permit renewal; the spreadsheet has been released by records request, not posted. Other districts not checked. |
|
| 36 |
+
| PA | yes (export verified) | DEP 25-year site-level inventory (Power BI) 1999-2025; synthetic minors report since 2020. 23 NAICS-518210 facilities in DEP's facility list, 8 with emission rows. DEP Data Center Permit Tracker lists permits, not emissions. Allegheny County separate. |
|
| 37 |
+
| AZ | yes, Maricopa (scraped) | Annual inventories from non-Title V permittees on request (Rule 100 §505), criteria + HAPs per engine, 2001-2025. No bulk export. Other counties/ADEQ not checked. |
|
| 38 |
+
| OR | partly (2020 toxics file verified) | Statewide air toxics inventories 2016/2020. Standard ACDP annual reports 2013-2023 (scanned PDFs) include monthly hours per generator split into maintenance, emergency and demand response. Post-2024 reports in DEQ's online records portal (not checked). DEQ counts 39 campuses and 2,482 large generators (2026). |
|
| 39 |
+
| TX | partial (verified) | TCEQ STARS site summaries 2010-2024; only sites over 30 TAC 101.10 thresholds; emergency generators under PBR 106.511 need no registration. Abilene/Stargate absent from 2024. |
|
| 40 |
+
| OH | partial | EIS archive 2000-2023 covers Title V and synthetic minors; 4 data centers in 2023 (not yet in this dataset beyond NEI). |
|
| 41 |
+
| IA | partial | Title V actuals published (Microsoft West Des Moines campuses); minor sources report every 3 years, not published. |
|
| 42 |
+
| GA | majors only | Public point-source files cover majors; one data center (QTS Metro). No state list of data-center permits. |
|
| 43 |
+
| WA | no (records request) | Ecology approval orders require annual reports with monthly emissions, hours per engine and every engine start with its purpose; not posted. Public point-source file has no data centers. |
|
| 44 |
+
| IL | no (records request) | 35 IAC 254 requires annual emission reports from all permitted sources; database not published. |
|
| 45 |
+
| NV | no (records request) | Clark County and NDEP collect annual inventories; only a 2017 NDEP summary is public. Washoe County dropped annual reporting in 2025. |
|
| 46 |
+
|
| 47 |
+
## 3. Known limits of v1
|
| 48 |
+
|
| 49 |
+
- Reported values are emission-factor estimates. Pollutants and reporting-year definitions differ by state.
|
| 50 |
+
- Hyperscaler sites often sit under shell LLCs. We added the ones with documented evidence (`aliases.csv`);
|
| 51 |
+
the rest are missing or unattributed. Google, Apple and Meta are not found by name in Maricopa County.
|
| 52 |
+
- Oregon criteria pollutants come from NEI; the state annual reports are not parsed yet.
|
| 53 |
+
- Pennsylvania's export was done by hand and isn't scripted.
|
| 54 |
+
- Values flagged by `qa_flag` are kept as reported.
|
| 55 |
+
|
| 56 |
+
## 4. Next
|
| 57 |
+
|
| 58 |
+
Records requests (Virginia 2015-2023, Washington Ecology annual reports, Illinois annual emission reports),
|
| 59 |
+
OCR of Oregon annual reports (which include generator hours), Ohio EIS files, other California districts.
|
SUMMARY.md
ADDED
|
@@ -0,0 +1,92 @@
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|
| 1 |
+
# dcair v1 summary
|
| 2 |
+
|
| 3 |
+
Reported annual emissions from data centers, by state source. Tons per year as reported (emission-factor
|
| 4 |
+
estimates). QA-flagged values excluded. Each state is its own series; sources and coverage differ.
|
| 5 |
+
|
| 6 |
+
## Latest year per state source
|
| 7 |
+
|
| 8 |
+
| state | source | year | facilities | NOx t | PM2.5 t | formaldehyde t |
|
| 9 |
+
|---|---|---|---|---|---|---|
|
| 10 |
+
| VA | VA DEQ air sites emissions | 2024 | 148 | 796.2 | 38.4 | 0.006 |
|
| 11 |
+
| VA | EPA NEI facility summary | 2023 | 28 | 394.3 | 11.3 | 0.137 |
|
| 12 |
+
| AZ | Maricopa County AQD annual emissions inventory | 2025 | 12 | 213.9 | 4.3 | 0.144 |
|
| 13 |
+
| CO | EPA NEI facility summary | 2023 | 15 | 136.0 | 10.6 | 0.028 |
|
| 14 |
+
| OR | EPA NEI facility summary | 2023 | 14 | 129.9 | 8.6 | 0.977 |
|
| 15 |
+
| TX | TCEQ point source emissions inventory | 2024 | 7 | 110.9 | 2.0 | n/a |
|
| 16 |
+
| IL | EPA NEI facility summary | 2023 | 13 | 83.9 | 3.3 | 0.021 |
|
| 17 |
+
| CA | CARB facility criteria emissions | 2024 | 26 | 40.9 | n/a | n/a |
|
| 18 |
+
| UT | EPA NEI facility summary | 2023 | 4 | 32.1 | 4.4 | 0.767 |
|
| 19 |
+
| TN | EPA NEI facility summary | 2023 | 2 | 22.0 | 0.3 | 0.000 |
|
| 20 |
+
| MA | EPA NEI facility summary | 2023 | 6 | 17.1 | 8.0 | 0.027 |
|
| 21 |
+
| NC | EPA NEI facility summary | 2019 | 1 | 15.6 | 0.1 | 0.000 |
|
| 22 |
+
| MO | EPA NEI facility summary | 2023 | 2 | 15.5 | 0.2 | 0.001 |
|
| 23 |
+
| WY | EPA NEI facility summary | 2023 | 1 | 15.3 | 0.6 | 0.026 |
|
| 24 |
+
| PA | PA DEP 25-year site-level emission inventory | 2025 | 5 | 11.7 | 0.2 | 0.001 |
|
| 25 |
+
| NV | EPA NEI facility summary | 2023 | 1 | 11.3 | 0.2 | 0.009 |
|
| 26 |
+
| IA | EPA NEI facility summary | 2023 | 2 | 6.1 | 0.3 | 0.000 |
|
| 27 |
+
| NE | EPA NEI facility summary | 2023 | 3 | 5.0 | 0.2 | 0.002 |
|
| 28 |
+
| OH | EPA NEI facility summary | 2023 | 1 | 3.9 | 0.1 | 1.057 |
|
| 29 |
+
| MI | EPA NEI facility summary | 2023 | 2 | 3.2 | 0.1 | 0.001 |
|
| 30 |
+
| MN | EPA NEI facility summary | 2023 | 3 | 2.8 | 0.1 | 0.002 |
|
| 31 |
+
| NJ | EPA NEI facility summary | 2016 | 1 | 1.4 | n/a | 0.000 |
|
| 32 |
+
| TX | EPA NEI facility summary | 2023 | 5 | n/a | n/a | 0.002 |
|
| 33 |
+
| OR | Oregon DEQ 2020 Air Toxics Emissions Inventory | 2020 | 5 | n/a | n/a | 0.114 |
|
| 34 |
+
| OR | Oregon DEQ 2016 Air Toxics Emissions Inventory | 2016 | 3 | n/a | n/a | 0.277 |
|
| 35 |
+
|
| 36 |
+
## Multi-year state sources (NOx tons, facilities)
|
| 37 |
+
|
| 38 |
+
- **AZ Maricopa County AQD annual emissions inventory**: 2001 4 t (1), 2002 13 t (1), 2003 3 t (1), 2004 6 t (1), 2005 2 t (1), 2011 7 t (1), 2012 3 t (1), 2013 7 t (1), 2014 13 t (1), 2015 8 t (2), 2016 15 t (7), 2017 26 t (5), 2018 32 t (6), 2019 74 t (6), 2020 43 t (6), 2021 95 t (10), 2022 97 t (13), 2023 185 t (15), 2024 151 t (12), 2025 214 t (12)
|
| 39 |
+
- **TX TCEQ point source emissions inventory**: 2020 4 t (2), 2021 45 t (3), 2022 15 t (5), 2023 28 t (5), 2024 111 t (7)
|
| 40 |
+
- **CA CARB facility criteria emissions**: 2009 0 t (1), 2010 1 t (4), 2011 1 t (4), 2012 1 t (5), 2013 1 t (5), 2014 3 t (6), 2015 2 t (5), 2016 4 t (6), 2017 5 t (8), 2018 3 t (8), 2019 11 t (10), 2020 12 t (12), 2021 8 t (12), 2022 12 t (16), 2023 16 t (18), 2024 41 t (26)
|
| 41 |
+
- **PA PA DEP 25-year site-level emission inventory**: 2018 7 t (1), 2020 9 t (2), 2021 6 t (2), 2022 6 t (2), 2023 10 t (4), 2024 7 t (4), 2025 12 t (5)
|
| 42 |
+
|
| 43 |
+
## Largest single facility-years (NOx)
|
| 44 |
+
|
| 45 |
+
| state | year | facility | operator | NOx t | source |
|
| 46 |
+
|---|---|---|---|---|---|
|
| 47 |
+
| VA | 2023 | Amazon Data Services, Inc IAD-132/133 | Amazon | 77.6 | EPA NEI facility summary |
|
| 48 |
+
| VA | 2024 | Iron Mountain Information Management LLC | Iron Mountain | 74.0 | VA DEQ air sites emissions |
|
| 49 |
+
| TX | 2024 | MICROSOFT | Microsoft | 66.8 | TCEQ point source emissions inventory |
|
| 50 |
+
| AZ | 2023 | CyrusOne | CyrusOne | 63.9 | Maricopa County AQD annual emissions inventory |
|
| 51 |
+
| AZ | 2025 | Microsoft Corp - Broadway Rd | Microsoft | 59.4 | Maricopa County AQD annual emissions inventory |
|
| 52 |
+
| VA | 2023 | DuPont Fabros Tech - Ashburn Corp Ctr | Digital Realty | 47.7 | EPA NEI facility summary |
|
| 53 |
+
| VA | 2022 | CyrusOne Kincora | CyrusOne | 46.0 | EPA NEI facility summary |
|
| 54 |
+
| AZ | 2021 | CyrusOne | CyrusOne | 43.5 | Maricopa County AQD annual emissions inventory |
|
| 55 |
+
| AZ | 2019 | Cyrusone | CyrusOne | 40.3 | Maricopa County AQD annual emissions inventory |
|
| 56 |
+
| AZ | 2025 | CyrusOne - Chandler | CyrusOne | 39.9 | Maricopa County AQD annual emissions inventory |
|
| 57 |
+
| CO | 2020 | AMAZON DATA SERVICES - DEN-22 | Amazon | 39.2 | EPA NEI facility summary |
|
| 58 |
+
| CO | 2021 | AMAZON DATA SERVICES - DEN-22 | Amazon | 39.2 | EPA NEI facility summary |
|
| 59 |
+
| CO | 2022 | AMAZON DATA SERVICES - DEN-22 | Amazon | 39.2 | EPA NEI facility summary |
|
| 60 |
+
| TX | 2021 | EQUINIX N STEMMONS FREEWAY DALLAS | Equinix | 38.7 | TCEQ point source emissions inventory |
|
| 61 |
+
| NJ | 2012 | NJ-1 Data Center | | 38.4 | EPA NEI facility summary |
|
| 62 |
+
| VA | 2024 | Microsoft Corporation - East Coast Data Center | Microsoft | 36.6 | VA DEQ air sites emissions |
|
| 63 |
+
| CO | 2014 | WAL-MART -COLORADO DATA CENTER #7497 | | 36.3 | EPA NEI facility summary |
|
| 64 |
+
| CO | 2015 | WAL-MART -COLORADO DATA CENTER #7497 | | 36.3 | EPA NEI facility summary |
|
| 65 |
+
| CO | 2016 | WAL-MART -COLORADO DATA CENTER #7497 | | 36.3 | EPA NEI facility summary |
|
| 66 |
+
| CO | 2017 | WAL-MART -COLORADO DATA CENTER #7497 | | 35.9 | EPA NEI facility summary |
|
| 67 |
+
|
| 68 |
+
## Operators (NOx, latest year per state, matched by name only)
|
| 69 |
+
|
| 70 |
+
- Equinix: VA 2024 20.2 t, IL 2023 13.5 t, TX 2024 6.0 t, MA 2023 3.3 t, CO 2023 1.9 t, CA 2024 0.5 t
|
| 71 |
+
- Microsoft: AZ 2025 84.2 t, VA 2024 84.0 t, TX 2024 66.8 t, WY 2023 15.3 t, IA 2023 6.1 t, IL 2023 5.1 t
|
| 72 |
+
- Digital Realty: VA 2024 62.6 t, AZ 2025 8.9 t, CA 2024 0.3 t, IL 2023 0.3 t
|
| 73 |
+
- Amazon: VA 2024 136.5 t, OR 2023 67.3 t, CO 2023 24.3 t, PA 2025 5.1 t, CA 2024 1.9 t
|
| 74 |
+
- CyrusOne: VA 2024 52.0 t, AZ 2025 39.9 t, TX 2024 29.9 t, IL 2023 15.1 t, KY 2023 0.6 t
|
| 75 |
+
- Iron Mountain: VA 2024 74.0 t, AZ 2025 28.9 t, CO 2023 15.3 t
|
| 76 |
+
- QTS: VA 2024 89.9 t, AZ 2025 25.3 t, CO 2023 22.1 t, OR 2023 21.2 t
|
| 77 |
+
- CoreSite: VA 2024 12.0 t, MA 2023 6.2 t, CO 2023 4.7 t, IL 2022 1.6 t, CA 2024 0.8 t, FL 2023 0.1 t
|
| 78 |
+
- Cyxtera: VA 2023 22.0 t, IL 2021 12.7 t, MA 2023 4.5 t, CA 2022 0.6 t
|
| 79 |
+
- Switch: NV 2023 11.3 t, MI 2023 1.9 t
|
| 80 |
+
- Aligned: IL 2023 22.7 t, VA 2024 18.1 t, UT 2023 4.1 t, AZ 2025 0.8 t
|
| 81 |
+
- Vantage: AZ 2025 19.3 t, VA 2024 5.5 t, CA 2024 4.0 t
|
| 82 |
+
- NTT: CA 2024 27.6 t, VA 2024 11.5 t, IL 2023 5.9 t, AZ 2025 5.6 t, OR 2023 3.7 t
|
| 83 |
+
- DataBank: CO 2023 24.7 t, MN 2023 0.5 t
|
| 84 |
+
- Stack: OR 2023 1.0 t, VA 2024 0.0 t
|
| 85 |
+
- Flexential: OR 2023 36.8 t, PA 2016 0.1 t
|
| 86 |
+
- TierPoint: PA 2025 5.6 t, NE 2022 0.8 t
|
| 87 |
+
- Meta: TX 2024 3.4 t
|
| 88 |
+
- Cologix: OH 2023 3.9 t, VA 2024 0.0 t
|
| 89 |
+
- Google: TX 2024 2.7 t
|
| 90 |
+
- EdgeConneX: CA 2024 1.7 t, TN 2023 0.5 t
|
| 91 |
+
- H5: VA 2024 1.4 t, AZ 2025 1.0 t
|
| 92 |
+
- Yahoo: VA 2024 0.0 t
|
aliases.csv
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
state,name_regex,operator,evidence
|
| 2 |
+
TX,^SHARKA$|^SHARKA LLC,Google,"Google's Midlothian campus is held by Sharka LLC (DCD 2018, TDLR filings): https://www.datacenterdynamics.com/en/news/google-is-behind-500m-sharka-data-center-in-midlothian-texas/"
|
| 3 |
+
TX,^ALLIANCE SITE$,Meta,"Winner LLC fronted Facebook's Fort Worth (AllianceTexas) data center; Facebook confirmed the site in 2015: https://www.datacenterknowledge.com/hyperscalers/reports-1b-facebook-data-center-project-underway-in-texas"
|
| 4 |
+
TX,^MICROSOFT$,Microsoft,"TCEQ site named MICROSOFT in Bexar County (SIC 9999); Microsoft's San Antonio data center campus is in Bexar County. Identity from name+county only."
|
data/best.csv
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
data/coverage.csv
ADDED
|
@@ -0,0 +1,223 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
state,year,source,facilities,nox_tons_excl_qa_flagged
|
| 2 |
+
AZ,2001,Maricopa County AQD annual emissions inventory,1,4.02
|
| 3 |
+
AZ,2002,Maricopa County AQD annual emissions inventory,1,12.67
|
| 4 |
+
AZ,2003,Maricopa County AQD annual emissions inventory,1,3.28
|
| 5 |
+
AZ,2004,Maricopa County AQD annual emissions inventory,1,6.37
|
| 6 |
+
AZ,2005,Maricopa County AQD annual emissions inventory,1,2.48
|
| 7 |
+
AZ,2011,Maricopa County AQD annual emissions inventory,1,6.75
|
| 8 |
+
AZ,2012,Maricopa County AQD annual emissions inventory,1,2.62
|
| 9 |
+
AZ,2013,Maricopa County AQD annual emissions inventory,1,6.57
|
| 10 |
+
AZ,2014,Maricopa County AQD annual emissions inventory,1,12.61
|
| 11 |
+
AZ,2015,Maricopa County AQD annual emissions inventory,2,8.47
|
| 12 |
+
AZ,2016,Maricopa County AQD annual emissions inventory,7,15.15
|
| 13 |
+
AZ,2017,Maricopa County AQD annual emissions inventory,5,25.74
|
| 14 |
+
AZ,2018,Maricopa County AQD annual emissions inventory,6,31.71
|
| 15 |
+
AZ,2019,Maricopa County AQD annual emissions inventory,6,73.55
|
| 16 |
+
AZ,2020,Maricopa County AQD annual emissions inventory,6,43.3
|
| 17 |
+
AZ,2021,Maricopa County AQD annual emissions inventory,10,94.95
|
| 18 |
+
AZ,2022,Maricopa County AQD annual emissions inventory,13,97.29
|
| 19 |
+
AZ,2023,Maricopa County AQD annual emissions inventory,15,185.13
|
| 20 |
+
AZ,2024,Maricopa County AQD annual emissions inventory,12,150.51
|
| 21 |
+
AZ,2025,Maricopa County AQD annual emissions inventory,12,213.86
|
| 22 |
+
CA,2009,CARB facility criteria emissions,1,0.17
|
| 23 |
+
CA,2010,CARB facility criteria emissions,4,0.74
|
| 24 |
+
CA,2011,CARB facility criteria emissions,4,0.74
|
| 25 |
+
CA,2012,CARB facility criteria emissions,5,0.85
|
| 26 |
+
CA,2013,CARB facility criteria emissions,5,1.08
|
| 27 |
+
CA,2014,CARB facility criteria emissions,6,2.51
|
| 28 |
+
CA,2015,CARB facility criteria emissions,5,2.36
|
| 29 |
+
CA,2016,CARB facility criteria emissions,6,3.77
|
| 30 |
+
CA,2017,CARB facility criteria emissions,8,4.61
|
| 31 |
+
CA,2018,CARB facility criteria emissions,8,3.04
|
| 32 |
+
CA,2019,CARB facility criteria emissions,10,11.3
|
| 33 |
+
CA,2020,CARB facility criteria emissions,12,12.45
|
| 34 |
+
CA,2021,CARB facility criteria emissions,12,8.28
|
| 35 |
+
CA,2022,CARB facility criteria emissions,16,12.12
|
| 36 |
+
CA,2023,CARB facility criteria emissions,18,16.15
|
| 37 |
+
CA,2024,CARB facility criteria emissions,26,40.95
|
| 38 |
+
CO,2012,EPA NEI facility summary,7,63.0
|
| 39 |
+
CO,2013,EPA NEI facility summary,7,63.0
|
| 40 |
+
CO,2014,EPA NEI facility summary,10,130.95
|
| 41 |
+
CO,2015,EPA NEI facility summary,10,130.95
|
| 42 |
+
CO,2016,EPA NEI facility summary,10,130.95
|
| 43 |
+
CO,2017,EPA NEI facility summary,10,113.19
|
| 44 |
+
CO,2018,EPA NEI facility summary,10,113.19
|
| 45 |
+
CO,2019,EPA NEI facility summary,10,113.19
|
| 46 |
+
CO,2020,EPA NEI facility summary,12,138.99
|
| 47 |
+
CO,2021,EPA NEI facility summary,12,138.99
|
| 48 |
+
CO,2022,EPA NEI facility summary,15,203.82
|
| 49 |
+
CO,2023,EPA NEI facility summary,15,136.02
|
| 50 |
+
FL,2014,EPA NEI facility summary,1,3.88
|
| 51 |
+
FL,2015,EPA NEI facility summary,1,4.71
|
| 52 |
+
FL,2016,EPA NEI facility summary,1,8.82
|
| 53 |
+
FL,2017,EPA NEI facility summary,1,4.93
|
| 54 |
+
FL,2018,EPA NEI facility summary,1,3.44
|
| 55 |
+
FL,2019,EPA NEI facility summary,1,2.22
|
| 56 |
+
FL,2020,EPA NEI facility summary,1,1.33
|
| 57 |
+
FL,2021,EPA NEI facility summary,1,1.58
|
| 58 |
+
FL,2022,EPA NEI facility summary,1,1.37
|
| 59 |
+
FL,2023,EPA NEI facility summary,1,0.14
|
| 60 |
+
IA,2023,EPA NEI facility summary,2,6.09
|
| 61 |
+
IL,2012,EPA NEI facility summary,8,54.62
|
| 62 |
+
IL,2013,EPA NEI facility summary,8,53.64
|
| 63 |
+
IL,2014,EPA NEI facility summary,8,50.18
|
| 64 |
+
IL,2015,EPA NEI facility summary,8,52.34
|
| 65 |
+
IL,2016,EPA NEI facility summary,8,43.15
|
| 66 |
+
IL,2017,EPA NEI facility summary,10,40.48
|
| 67 |
+
IL,2018,EPA NEI facility summary,11,51.53
|
| 68 |
+
IL,2019,EPA NEI facility summary,11,42.74
|
| 69 |
+
IL,2020,EPA NEI facility summary,14,41.71
|
| 70 |
+
IL,2021,EPA NEI facility summary,15,62.92
|
| 71 |
+
IL,2022,EPA NEI facility summary,17,78.05
|
| 72 |
+
IL,2023,EPA NEI facility summary,13,83.86
|
| 73 |
+
KS,2017,EPA NEI facility summary,1,0.22
|
| 74 |
+
KS,2018,EPA NEI facility summary,1,1.08
|
| 75 |
+
KS,2019,EPA NEI facility summary,1,3.1
|
| 76 |
+
KS,2020,EPA NEI facility summary,1,0.32
|
| 77 |
+
KS,2021,EPA NEI facility summary,1,0.32
|
| 78 |
+
KS,2022,EPA NEI facility summary,1,0.32
|
| 79 |
+
KS,2023,EPA NEI facility summary,1,0.32
|
| 80 |
+
KY,2020,EPA NEI facility summary,1,0.57
|
| 81 |
+
KY,2021,EPA NEI facility summary,1,0.57
|
| 82 |
+
KY,2022,EPA NEI facility summary,1,0.54
|
| 83 |
+
KY,2023,EPA NEI facility summary,1,0.58
|
| 84 |
+
MA,2012,EPA NEI facility summary,4,15.94
|
| 85 |
+
MA,2013,EPA NEI facility summary,2,11.02
|
| 86 |
+
MA,2014,EPA NEI facility summary,3,1.56
|
| 87 |
+
MA,2015,EPA NEI facility summary,5,4.02
|
| 88 |
+
MA,2016,EPA NEI facility summary,3,1.56
|
| 89 |
+
MA,2017,EPA NEI facility summary,8,11.98
|
| 90 |
+
MA,2018,EPA NEI facility summary,8,11.98
|
| 91 |
+
MA,2019,EPA NEI facility summary,8,12.24
|
| 92 |
+
MA,2020,EPA NEI facility summary,8,10.61
|
| 93 |
+
MA,2021,EPA NEI facility summary,8,19.73
|
| 94 |
+
MA,2022,EPA NEI facility summary,7,18.87
|
| 95 |
+
MA,2023,EPA NEI facility summary,6,17.13
|
| 96 |
+
MD,2012,EPA NEI facility summary,2,3.32
|
| 97 |
+
MD,2013,EPA NEI facility summary,2,2.0
|
| 98 |
+
MD,2014,EPA NEI facility summary,2,1.82
|
| 99 |
+
MD,2015,EPA NEI facility summary,2,1.28
|
| 100 |
+
MD,2016,EPA NEI facility summary,2,1.02
|
| 101 |
+
MD,2017,EPA NEI facility summary,2,0.59
|
| 102 |
+
MD,2018,EPA NEI facility summary,2,1.56
|
| 103 |
+
MD,2019,EPA NEI facility summary,2,0.37
|
| 104 |
+
MD,2020,EPA NEI facility summary,2,2.16
|
| 105 |
+
MD,2021,EPA NEI facility summary,2,1.08
|
| 106 |
+
MD,2022,EPA NEI facility summary,2,0.67
|
| 107 |
+
MD,2023,EPA NEI facility summary,2,0.47
|
| 108 |
+
MI,2013,EPA NEI facility summary,1,0.22
|
| 109 |
+
MI,2014,EPA NEI facility summary,1,0.88
|
| 110 |
+
MI,2015,EPA NEI facility summary,1,0.97
|
| 111 |
+
MI,2016,EPA NEI facility summary,2,4.35
|
| 112 |
+
MI,2017,EPA NEI facility summary,2,6.88
|
| 113 |
+
MI,2018,EPA NEI facility summary,2,6.1
|
| 114 |
+
MI,2019,EPA NEI facility summary,2,5.97
|
| 115 |
+
MI,2020,EPA NEI facility summary,2,3.13
|
| 116 |
+
MI,2021,EPA NEI facility summary,2,4.59
|
| 117 |
+
MI,2022,EPA NEI facility summary,2,3.16
|
| 118 |
+
MI,2023,EPA NEI facility summary,2,3.24
|
| 119 |
+
MN,2012,EPA NEI facility summary,3,1.91
|
| 120 |
+
MN,2013,EPA NEI facility summary,3,1.91
|
| 121 |
+
MN,2014,EPA NEI facility summary,3,4.34
|
| 122 |
+
MN,2015,EPA NEI facility summary,2,4.23
|
| 123 |
+
MN,2016,EPA NEI facility summary,2,4.45
|
| 124 |
+
MN,2017,EPA NEI facility summary,2,5.25
|
| 125 |
+
MN,2018,EPA NEI facility summary,2,5.25
|
| 126 |
+
MN,2019,EPA NEI facility summary,2,5.25
|
| 127 |
+
MN,2020,EPA NEI facility summary,2,1.13
|
| 128 |
+
MN,2021,EPA NEI facility summary,3,2.24
|
| 129 |
+
MN,2022,EPA NEI facility summary,4,4.69
|
| 130 |
+
MN,2023,EPA NEI facility summary,3,2.77
|
| 131 |
+
MO,2012,EPA NEI facility summary,1,13.3
|
| 132 |
+
MO,2013,EPA NEI facility summary,1,13.3
|
| 133 |
+
MO,2014,EPA NEI facility summary,1,7.5
|
| 134 |
+
MO,2015,EPA NEI facility summary,1,7.5
|
| 135 |
+
MO,2016,EPA NEI facility summary,1,7.5
|
| 136 |
+
MO,2017,EPA NEI facility summary,1,5.4
|
| 137 |
+
MO,2018,EPA NEI facility summary,1,5.4
|
| 138 |
+
MO,2019,EPA NEI facility summary,1,5.4
|
| 139 |
+
MO,2020,EPA NEI facility summary,1,3.36
|
| 140 |
+
MO,2021,EPA NEI facility summary,1,3.36
|
| 141 |
+
MO,2022,EPA NEI facility summary,1,3.36
|
| 142 |
+
MO,2023,EPA NEI facility summary,2,15.47
|
| 143 |
+
NC,2017,EPA NEI facility summary,1,15.55
|
| 144 |
+
NC,2018,EPA NEI facility summary,1,15.55
|
| 145 |
+
NC,2019,EPA NEI facility summary,1,15.55
|
| 146 |
+
NE,2019,EPA NEI facility summary,1,0.37
|
| 147 |
+
NE,2020,EPA NEI facility summary,2,1.53
|
| 148 |
+
NE,2021,EPA NEI facility summary,3,2.81
|
| 149 |
+
NE,2022,EPA NEI facility summary,5,4.7
|
| 150 |
+
NE,2023,EPA NEI facility summary,3,4.99
|
| 151 |
+
NJ,2012,EPA NEI facility summary,1,38.42
|
| 152 |
+
NJ,2013,EPA NEI facility summary,1,2.19
|
| 153 |
+
NJ,2014,EPA NEI facility summary,1,6.97
|
| 154 |
+
NJ,2015,EPA NEI facility summary,1,2.04
|
| 155 |
+
NJ,2016,EPA NEI facility summary,1,1.44
|
| 156 |
+
NV,2016,EPA NEI facility summary,1,0.12
|
| 157 |
+
NV,2017,EPA NEI facility summary,1,0.48
|
| 158 |
+
NV,2018,EPA NEI facility summary,1,1.56
|
| 159 |
+
NV,2019,EPA NEI facility summary,1,3.31
|
| 160 |
+
NV,2020,EPA NEI facility summary,1,7.18
|
| 161 |
+
NV,2021,EPA NEI facility summary,1,18.82
|
| 162 |
+
NV,2022,EPA NEI facility summary,1,28.75
|
| 163 |
+
NV,2023,EPA NEI facility summary,1,11.29
|
| 164 |
+
OH,2022,EPA NEI facility summary,1,6.41
|
| 165 |
+
OH,2023,EPA NEI facility summary,1,3.86
|
| 166 |
+
OR,2016,Oregon DEQ 2016 Air Toxics Emissions Inventory,3,0.0
|
| 167 |
+
OR,2020,EPA NEI facility summary,6,34.49
|
| 168 |
+
OR,2020,Oregon DEQ 2020 Air Toxics Emissions Inventory,5,0.0
|
| 169 |
+
OR,2021,EPA NEI facility summary,7,34.49
|
| 170 |
+
OR,2022,EPA NEI facility summary,11,43.56
|
| 171 |
+
OR,2023,EPA NEI facility summary,14,129.92
|
| 172 |
+
PA,2012,EPA NEI facility summary,1,0.12
|
| 173 |
+
PA,2013,EPA NEI facility summary,1,0.1
|
| 174 |
+
PA,2014,EPA NEI facility summary,1,0.09
|
| 175 |
+
PA,2015,EPA NEI facility summary,1,0.09
|
| 176 |
+
PA,2016,EPA NEI facility summary,1,0.09
|
| 177 |
+
PA,2018,PA DEP 25-year site-level emission inventory,1,7.11
|
| 178 |
+
PA,2020,PA DEP 25-year site-level emission inventory,2,9.47
|
| 179 |
+
PA,2021,PA DEP 25-year site-level emission inventory,2,5.71
|
| 180 |
+
PA,2022,PA DEP 25-year site-level emission inventory,2,5.53
|
| 181 |
+
PA,2023,PA DEP 25-year site-level emission inventory,4,9.6
|
| 182 |
+
PA,2024,PA DEP 25-year site-level emission inventory,4,6.63
|
| 183 |
+
PA,2025,PA DEP 25-year site-level emission inventory,5,11.75
|
| 184 |
+
RI,2017,EPA NEI facility summary,1,2.92
|
| 185 |
+
RI,2018,EPA NEI facility summary,1,2.92
|
| 186 |
+
RI,2019,EPA NEI facility summary,1,3.0
|
| 187 |
+
RI,2020,EPA NEI facility summary,1,2.62
|
| 188 |
+
RI,2021,EPA NEI facility summary,1,1.81
|
| 189 |
+
RI,2022,EPA NEI facility summary,1,6.21
|
| 190 |
+
RI,2023,EPA NEI facility summary,1,0.96
|
| 191 |
+
TN,2020,EPA NEI facility summary,1,20.15
|
| 192 |
+
TN,2021,EPA NEI facility summary,1,20.15
|
| 193 |
+
TN,2022,EPA NEI facility summary,1,20.15
|
| 194 |
+
TN,2023,EPA NEI facility summary,2,22.01
|
| 195 |
+
TX,2020,EPA NEI facility summary,2,0.0
|
| 196 |
+
TX,2020,TCEQ point source emissions inventory,2,4.5
|
| 197 |
+
TX,2021,EPA NEI facility summary,2,0.0
|
| 198 |
+
TX,2021,TCEQ point source emissions inventory,3,44.73
|
| 199 |
+
TX,2022,EPA NEI facility summary,5,0.0
|
| 200 |
+
TX,2022,TCEQ point source emissions inventory,5,15.36
|
| 201 |
+
TX,2023,EPA NEI facility summary,5,0.0
|
| 202 |
+
TX,2023,TCEQ point source emissions inventory,5,28.48
|
| 203 |
+
TX,2024,TCEQ point source emissions inventory,7,110.87
|
| 204 |
+
UT,2021,EPA NEI facility summary,2,24.3
|
| 205 |
+
UT,2022,EPA NEI facility summary,3,20.51
|
| 206 |
+
UT,2023,EPA NEI facility summary,4,32.1
|
| 207 |
+
VA,2012,EPA NEI facility summary,1,8.07
|
| 208 |
+
VA,2013,EPA NEI facility summary,1,17.15
|
| 209 |
+
VA,2014,EPA NEI facility summary,1,2.05
|
| 210 |
+
VA,2015,EPA NEI facility summary,3,73.77
|
| 211 |
+
VA,2016,EPA NEI facility summary,3,50.77
|
| 212 |
+
VA,2017,EPA NEI facility summary,3,85.15
|
| 213 |
+
VA,2018,EPA NEI facility summary,3,56.87
|
| 214 |
+
VA,2019,EPA NEI facility summary,3,41.26
|
| 215 |
+
VA,2020,EPA NEI facility summary,3,47.13
|
| 216 |
+
VA,2021,EPA NEI facility summary,3,54.74
|
| 217 |
+
VA,2022,EPA NEI facility summary,28,361.89
|
| 218 |
+
VA,2023,EPA NEI facility summary,28,394.35
|
| 219 |
+
VA,2024,VA DEQ air sites emissions,148,796.21
|
| 220 |
+
WY,2020,EPA NEI facility summary,1,26.32
|
| 221 |
+
WY,2021,EPA NEI facility summary,1,26.52
|
| 222 |
+
WY,2022,EPA NEI facility summary,1,9.55
|
| 223 |
+
WY,2023,EPA NEI facility summary,1,15.33
|
data/long.csv
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6ecd5c3284449f8fd08620617ce07f442c93fa261e0f8a0a02477cb7a5d7adea
|
| 3 |
+
size 20038341
|