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. 2025 Aug 26;12:1485. doi: 10.1038/s41597-025-05859-z

Table 2.

Attribute crosswalk table for TWIG (Treatment and Wildfire Interagency Geodatabase) and its source databases.

Attribute Name Variable Name NFPORS/IFPRS Source** FACTS HFT Source FACTS CA Source
Treatment Name name trt_nm activity_sub_unit_name name
Unique Treatment ID id {nfporsid}-{trt_id} activity_cn event_cn
Identifier Database identifier_database "NFPORS" "FACTS Hazardous Fuels" "FACTS Common Attributes"
Date Current date_current modifiedon etl_modified_date act_modified_date
Actual Completion Date actual_completion_date act_comp_dt date_completed date_completed
Acres acres gis_acres gis_acres gis_acres
Activity code activity_code N/A activity_code activity_code
Activity activity N/A activity activity
Treatment Type type type_name treatment_type nfpors_treatment
Category category category category nfpors_category
IFPRS Category ifprs_category type* activity* activity* OR method*
IFPRS Type ifprs_type type* activity* activity* OR method*
Fund Code fund_code isbil* fund_code fund_code
Cost Per UOM cost_per_uom N/A cost_per_uom cost_per_unit
Unit of Measure uom "ACRES" uom uom
State state st_addr state_abbr state_abbr
Treatment Date treatment_date act_comp_dt OR plan_int_dt OR col_date date_completed OR date_planned date_completed OR act_created_date
Date Source date_source act_comp_dt OR plan_int_dt OR col_date* date_completed OR date_planned* date_completed OR act_created_date*
Fund source fund_source isbil* fund_code* fund_codes*
Global identifier globalid N/A N/A N/A
Total Cost total_cost N/A cost_per_uom, uom* cost_per_unit, uom*
Error flags errors [multiple]* [multiple]* [multiple]*

*Values are derived (not copied) from this field; see main text for details. **NFPORS (National Fire Plan Operations and Reporting System) is the current data source, but IFPRS (Interion Fuels and Post-fire Reporting System) will replace NFPORS in the coming months. See https://reshapewildfire.org for updates.