Dataset for Evaluating the Impact of Wildfire Smoke on Solar Photovoltaic Production
This dataset was used to support machine learning model development for wildfire impacts on utility-scale solar in the United States. The dataset includes information regarding energy generation, PM2.5, clearness index, temperature, wind speed, precipitation, and site size.
Resources
3 resources available
-
Evaluating the Impact of Wildfire Smoke on Solar Photovoltaic Production
121303 -
wildfire_pv_data_v1.xlsx
XLSX -
wildfire_pv_data_v2.xlsx
XLSX
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Complete Metadata
| @type | dcat:Dataset |
|---|---|
| accessLevel | public |
| bureauCode |
[ "019:20" ] |
| contactPoint |
{ "fn": "Samuel Gilletly", "@type": "vcard:Contact", "hasEmail": "mailto:sgillet@sandia.gov" } |
| dataQuality |
true
|
| description | This dataset was used to support machine learning model development for wildfire impacts on utility-scale solar in the United States. The dataset includes information regarding energy generation, PM2.5, clearness index, temperature, wind speed, precipitation, and site size. |
| distribution |
[ { "@type": "dcat:Distribution", "title": "Evaluating the Impact of Wildfire Smoke on Solar Photovoltaic Production", "format": "121303", "accessURL": "https://doi.org/10.1016/j.apenergy.2023.121303", "mediaType": "application/octet-stream", "description": "This paper was written using the anonymized data provided in this submission. The paper quantifies the impacts to solar PV energy generation due to wildfire events." }, { "@type": "dcat:Distribution", "title": "wildfire_pv_data_v1.xlsx", "format": "xlsx", "mediaType": "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet", "description": "Dataset on wildfire impacts on utility-scale solar in the United States, version 1. (Deprecated). This dataset contained an error in the ‘date’ field that stemmed from how the file was prepared. Only the ‘date’ field was affected by the error. Please use the most recent, corrected version.", "downloadURL": "https://data.openei.org/files/5862/wildfire_pv_data.xlsx" }, { "@type": "dcat:Distribution", "title": "wildfire_pv_data_v2.xlsx", "format": "xlsx", "mediaType": "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet", "description": "Dataset on wildfire impacts on utility-scale solar in the United States, version 2 (corrected). This version corrects an error in the date field of the previous version and is the most up-to-date version of the data.", "downloadURL": "https://data.openei.org/files/5862/wildfire_pv_data_v2.xlsx" } ] |
| DOI | 10.25984/1988650 |
| identifier | https://data.openei.org/submissions/5862 |
| issued | 2023-05-15T06:00:00Z |
| keyword |
[ "Excel", "PM2.5", "PV", "energy", "processed data", "raw data", "solar energy", "solar photovoltaic", "wildfire risk" ] |
| landingPage | https://data.openei.org/submissions/5862 |
| license | https://creativecommons.org/licenses/by/4.0/ |
| modified | 2023-12-06T20:05:21Z |
| programCode |
[ "019:000", "019:008" ] |
| projectNumber |
"36277"
|
| projectTitle | Advanced Grid Modeling |
| publisher |
{ "name": "Sandia National Laboratories", "@type": "org:Organization" } |
| spatial |
"{"type":"Polygon","coordinates":[[[-125.4514,29.59276589425334],[-102.39117500000005,29.59276589425334],[-102.39117500000005,49.2637],[-125.4514,49.2637],[-125.4514,29.59276589425334]]]}"
|
| title | Dataset for Evaluating the Impact of Wildfire Smoke on Solar Photovoltaic Production |
