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.
Complete Metadata
| 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 |
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|
| identifier | http://datainventory.doi.gov/id/dataset/USGS_66a14f72d34ec831f2c2b50c |
| keyword |
[
"USGS:66a14f72d34ec831f2c2b50c",
"adaptive management",
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|
| modified | 2025-08-19T00:00:00Z |
| publisher |
{
"name": "U.S. Geological Survey",
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|
| 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) |
