Expert judgment data for a Bayesian decision network of prescribed fire in Gulf of Mexico marshes (ver. 1.1, August 2025)
This data set was collected as part of structured decision-making workshops designed to build a Bayesian Decision Network of prescribed fire in high marshes of the Gulf of Mexico. As part of a formal elicitation process for expert judgment, workshop participants independently created conditional probability tables based on a conceptual model of prescribed fire in high marsh ecosystems. Following the workshop, we aggregated the conditional probability tables across experts and used them to create a Bayesian Decision network in probability network software.
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Complete Metadata
| @type | dcat:Dataset |
|---|---|
| accessLevel | public |
| bureauCode |
[ "010:12" ] |
| contactPoint |
{ "fn": "James E Lyons", "@type": "vcard:Contact", "hasEmail": "mailto:jelyons@usgs.gov" } |
| description | This data set was collected as part of structured decision-making workshops designed to build a Bayesian Decision Network of prescribed fire in high marshes of the Gulf of Mexico. As part of a formal elicitation process for expert judgment, workshop participants independently created conditional probability tables based on a conceptual model of prescribed fire in high marsh ecosystems. Following the workshop, we aggregated the conditional probability tables across experts and used them to create a Bayesian Decision network in probability network software. |
| distribution |
[ { "@type": "dcat:Distribution", "title": "Digital Data", "format": "XML", "accessURL": "https://doi.org/10.5066/P13HKWUT", "mediaType": "application/http", "description": "Landing page for access to the data" }, { "@type": "dcat:Distribution", "title": "Original Metadata", "format": "XML", "mediaType": "text/xml", "description": "The metadata original format", "downloadURL": "https://data.usgs.gov/datacatalog/metadata/USGS.66a14f72d34ec831f2c2b50c.xml" } ] |
| identifier | http://datainventory.doi.gov/id/dataset/USGS_66a14f72d34ec831f2c2b50c |
| keyword |
[ "USGS:66a14f72d34ec831f2c2b50c", "adaptive management", "decision support methods" ] |
| modified | 2025-08-19T00:00:00Z |
| publisher |
{ "name": "U.S. Geological Survey", "@type": "org:Organization" } |
| spatial | -97.9651, 25.1184, -80.7385, 30.9333 |
| theme |
[ "geospatial" ] |
| title | Expert judgment data for a Bayesian decision network of prescribed fire in Gulf of Mexico marshes (ver. 1.1, August 2025) |
