Vegetation and fuels data from the Fire & Fire Surrogate Study in western Montana: 20-year summary

Metadata:

Identification_Information:
Citation:
Citation_Information:
Originator: Hood, Sharon M.
Originator: Crotteau, Justin S.
Publication_Date: 2023
Title:
Vegetation and fuels data from the Fire & Fire Surrogate Study in western Montana: 20-year summary
Geospatial_Data_Presentation_Form: tabular digital data
Publication_Information:
Publication_Place: Fort Collins, CO
Publisher: Forest Service Research Data Archive
Online_Linkage: https://doi.org/10.2737/RDS-2023-0063
Description:
Abstract:
This data publication contains vegetation and fuels measurements from 2001-2022 at the Lubrecht Fire & Fire Surrogate Study Site, which was established in 2000 and includes four treatments: an untreated control, prescribed burn, a thinning, and a thinning followed by prescribed burn. This study site is located at the University of Montana's Lubrecht Experimental Forest in western Montana, approximately 50 kilometers east of Missoula. Data span 20 years from pre-treatment in 2001 through 2022, 20 years post-treatment. The publication includes six tabular data sets (comma-separated values (CSV) files): 1) tree level data (≥ 10.16 centimeter (cm) diameter at breast height (DBH), 2) plot level sapling density by species and diameter class, 3) plot level seedling density by species and height class, 4) plot level understory vegetation cover, 5) plot level fuel loading, and 6) plot level aboveground carbon stocks and potential fire severity (i.e., predicted tree mortality if a fire occurs).
Purpose:
The purpose of this study was to examine the long-term (15-20 year) treatment effects (i.e., forest vegetation, fuels, potential fire severity, and carbon dynamics) of prescribed fire and mechanical thinning, as a way to reduce high-severity wildfire and restore ponderosa pine forests.
Supplemental_Information:
For more information about this study and these data, see Hood et al. (2024).

These data were published on 12/01/2023. On 01/17/2024, the metadata was updated to include reference to a newly published article.
Time_Period_of_Content:
Time_Period_Information:
Range_of_Dates/Times:
Beginning_Date: 2001
Ending_Date: 2022
Currentness_Reference:
Ground condition
Status:
Progress: Complete
Maintenance_and_Update_Frequency: None planned
Spatial_Domain:
Description_of_Geographic_Extent:
The study site is located on the University of Montana’s Lubrecht Experimental Forest in western Montana, USA (46°53’N, 113°26’W) and is part of a national program to study the effects of silvicultural methods designed to reduce fire hazard in forests with a historical frequent, low-to-moderate severity fire regime (Stephens et al. 2009). Mean annual temperature is 7 degrees Celsius (°C), ranging from a mean minimum of 0°C and maximum of 13°C. The area receives an average of 50 centimeters (cm) of precipitation annually, about half in the form of snow (Fiedler et al. 2010). Our study site is located in a second-growth forest that established after widespread harvesting in the late 1800s to early 1900s. The forest is dominated by ponderosa pine (Pinus ponderosa Lawson & C. Lawson var. ponderosa C. Lawson) and Douglas-fir (Pseudotsuga menziesii [Mirbel] Franco var. glauca [Beissn.] Franco), with scattered western larch (Larix occidentalis Nutt) and lodgepole pine (Pinus contorta Douglas ex Louden). The historical mean fire return interval was 7 years (range of 2 to 14 years), but fire frequency greatly declined after 1871 (Grissino-Mayer et al. 2006). The study site had not burned since the late 1800s, although there was moderate grazing throughout the 1900s (Gundale et al. 2005).


Stephens, Scott L.; Moghaddas, Jason J.; Edminster, Carl; Fiedler, Carl E.; Haase, Sally; Harrington, Michael G.; Keeley, Jon E.; Knapp, Eric E.; McIver, James D.; Metlen, Kerry L.; Skinner, Carl N.; Youngblood, Andrew. 2009. Fire treatment effects on vegetation structure, fuels, and potential fire severity in western U.S. forests. Ecological Applications. 19(2): 305-320. https://doi.org/10.1890/07-1755.1 and https://www.fs.usda.gov/research/treesearch/32027

Fiedler, Carl E.; Metlen, Kerry L.; Dodson, Erich K. 2010. Restoration treatment effects on stand structure, tree growth, and fire hazard in a ponderosa pine/Douglas-fir forest in Montana. Forest Science. 56(1): 18-31.

Grissino-Mayer Henri D.; Gentry Christopher M.; Croy Steve; Hiatt John; Osborne Ben; Stan, Amanda; Wight Georgina DeWeese. 2006. Fire history of western Montana forested landscapes via tree-ring analyses. Professional Paper No. 23, 47-56.

Gundale, Michael J.; DeLuca, Thomas H.; Fiedler, Carl E.; Ramsey, Philip W.; Harrington, Michael G.; Gannon, James E. 2005. Restoration treatments in a Montana ponderosa pine forest: effects on soil physical, chemical and biological properties. Forest Ecology and Management. 213(1-3): 25-38. https://doi.org/10.1016/j.foreco.2005.03.015
Bounding_Coordinates:
West_Bounding_Coordinate: -113.46
East_Bounding_Coordinate: -113.40
North_Bounding_Coordinate: 46.91
South_Bounding_Coordinate: 46.89
Bounding_Altitudes:
Altitude_Minimum: 1100
Altitude_Maximum: 1500
Altitude_Distance_Units: meters
Keywords:
Theme:
Theme_Keyword_Thesaurus: ISO 19115 Topic Category
Theme_Keyword: biota
Theme_Keyword: environment
Theme:
Theme_Keyword_Thesaurus: National Research & Development Taxonomy
Theme_Keyword: Fire
Theme_Keyword: Fire ecology
Theme_Keyword: Fire suppression, pre-suppression
Theme_Keyword: Prescribed fire
Theme_Keyword: Inventory, Monitoring, & Analysis
Theme_Keyword: Assessments
Theme_Keyword: Resource inventory
Theme_Keyword: Natural Resource Management & Use
Theme_Keyword: Forest management
Theme_Keyword: Restoration
Theme:
Theme_Keyword_Thesaurus: None
Theme_Keyword: vegetation measurements
Theme_Keyword: fuels measurements
Theme_Keyword: fuel treatments
Theme_Keyword: ponderosa pine
Theme_Keyword: forest restoration
Theme_Keyword: Joint Fire Science Program
Theme_Keyword: JFSP
Place:
Place_Keyword_Thesaurus: None
Place_Keyword: Lubrecht Experimental Forest
Place_Keyword: Montana
Place_Keyword: Lubrecht Fire-Fire Surrogate Study Site
Taxonomy:
Keywords/Taxon:
Taxonomic_Keyword_Thesaurus:
None
Taxonomic_Keywords: plants
Taxonomic_Keywords: vegetation
Taxonomic_Keywords: multiple species
Taxonomic_Keywords: Pinus ponderosa
Taxonomic_Keywords: ponderosa pine
Taxonomic_Keywords: Pseudotsuga menziesii
Taxonomic_Keywords: Douglas-fir
Taxonomic_Keywords: Juniperus scopulorum
Taxonomic_Keywords: Rocky Mountain juniper
Taxonomic_Keywords: Larix occidentalis
Taxonomic_Keywords: western larch
Taxonomic_Keywords: Pinus contorta
Taxonomic_Keywords: lodgepole pine
Taxonomic_Keywords: Populus tremuloides
Taxonomic_Keywords: quaking aspen
Taxonomic_System:
Classification_System/Authority:
Classification_System_Citation:
Citation_Information:
Originator: ITIS
Publication_Date: 2023
Title:
Integrated Taxonomic Information System
Geospatial_Data_Presentation_Form: on-line database
Other_Citation_Details:
[December, 1, 2023]; CC0
Online_Linkage: https://www.itis.gov
Online_Linkage: https://doi.org/10.5066/F7KH0KBK
Taxonomic_Procedures:
Taxonomic_Classification:
Taxon_Rank_Name: Kingdom
Taxon_Rank_Value: Plantae
Applicable_Common_Name: plantes
Applicable_Common_Name: Planta
Applicable_Common_Name: Vegetal
Applicable_Common_Name: plants
Taxonomic_Classification:
Taxon_Rank_Name: Subkingdom
Taxon_Rank_Value: Viridiplantae
Applicable_Common_Name: green plants
Taxonomic_Classification:
Taxon_Rank_Name: Infrakingdom
Taxon_Rank_Value: Streptophyta
Applicable_Common_Name: land plants
Taxonomic_Classification:
Taxon_Rank_Name: Superdivision
Taxon_Rank_Value: Embryophyta
Taxonomic_Classification:
Taxon_Rank_Name: Division
Taxon_Rank_Value: Tracheophyta
Applicable_Common_Name: vascular plants
Applicable_Common_Name: tracheophytes
Taxonomic_Classification:
Taxon_Rank_Name: Subdivision
Taxon_Rank_Value: Spermatophytina
Applicable_Common_Name: spermatophytes
Applicable_Common_Name: seed plants
Applicable_Common_Name: phanérogames
Taxonomic_Classification:
Taxon_Rank_Name: Class
Taxon_Rank_Value: Magnoliopsida
Taxonomic_Classification:
Taxon_Rank_Name: Superorder
Taxon_Rank_Value: Rosanae
Taxonomic_Classification:
Taxon_Rank_Name: Order
Taxon_Rank_Value: Malpighiales
Taxonomic_Classification:
Taxon_Rank_Name: Family
Taxon_Rank_Value: Salicaceae
Applicable_Common_Name: willows
Applicable_Common_Name: saules
Taxonomic_Classification:
Taxon_Rank_Name: Genus
Taxon_Rank_Value: Populus
Applicable_Common_Name: cottonwood
Taxonomic_Classification:
Taxon_Rank_Name: Species
Taxon_Rank_Value: Populus tremuloides
Applicable_Common_Name: quaking aspen
Taxonomic_Classification:
Taxon_Rank_Name: Class
Taxon_Rank_Value: Pinopsida
Applicable_Common_Name: conifers
Taxonomic_Classification:
Taxon_Rank_Name: Subclass
Taxon_Rank_Value: Pinidae
Taxonomic_Classification:
Taxon_Rank_Name: Order
Taxon_Rank_Value: Pinales
Applicable_Common_Name: pines
Taxonomic_Classification:
Taxon_Rank_Name: Family
Taxon_Rank_Value: Pinaceae
Applicable_Common_Name: pines
Taxonomic_Classification:
Taxon_Rank_Name: Genus
Taxon_Rank_Value: Pinus
Applicable_Common_Name: pine
Taxonomic_Classification:
Taxon_Rank_Name: Species
Taxon_Rank_Value: Pinus contorta
Applicable_Common_Name: lodgepole pine
Applicable_Common_Name: scrub pine
Applicable_Common_Name: shore pine
Applicable_Common_Name: tamarack pine
Taxonomic_Classification:
Taxon_Rank_Name: Species
Taxon_Rank_Value: Pinus ponderosa
Applicable_Common_Name: ponderosa pine
Applicable_Common_Name: bull pine
Applicable_Common_Name: western yellow pine
Applicable_Common_Name: blackjack pine
Applicable_Common_Name: pinabete
Applicable_Common_Name: rock pine
Taxonomic_Classification:
Taxon_Rank_Name: Genus
Taxon_Rank_Value: Larix
Applicable_Common_Name: larch
Taxonomic_Classification:
Taxon_Rank_Name: Species
Taxon_Rank_Value: Larix occidentalis
Applicable_Common_Name: hackmatack
Applicable_Common_Name: Montana larch
Applicable_Common_Name: mountain larch
Applicable_Common_Name: western tamarack
Applicable_Common_Name: western larch
Taxonomic_Classification:
Taxon_Rank_Name: Genus
Taxon_Rank_Value: Pseudotsuga
Applicable_Common_Name: Douglas-fir
Taxonomic_Classification:
Taxon_Rank_Name: Species
Taxon_Rank_Value: Pseudotsuga menziesii
Applicable_Common_Name: red fir
Applicable_Common_Name: Douglas spruce
Applicable_Common_Name: Oregon pine
Applicable_Common_Name: Douglas-fir
Taxonomic_Classification:
Taxon_Rank_Name: Family
Taxon_Rank_Value: Cupressaceae
Applicable_Common_Name: cypress
Applicable_Common_Name: redwood
Taxonomic_Classification:
Taxon_Rank_Name: Genus
Taxon_Rank_Value: Juniperus
Applicable_Common_Name: juniper
Applicable_Common_Name: cedar
Applicable_Common_Name: cedro
Applicable_Common_Name: redcedar
Applicable_Common_Name: sabino
Taxonomic_Classification:
Taxon_Rank_Name: Species
Taxon_Rank_Value: Juniperus scopulorum
Applicable_Common_Name: enebro riparío
Applicable_Common_Name: Rocky Mountain juniper
Access_Constraints: None
Use_Constraints:
These data were collected using funding from the U.S. Government and can be used without additional permissions or fees. If you use these data in a publication, presentation, or other research product please use the following citation:

Hood, Sharon M.; Crotteau, Justin S. 2023. Vegetation and fuels data from the Fire & Fire Surrogate Study in western Montana: 20-year summary. Fort Collins, CO: Forest Service Research Data Archive. https://doi.org/10.2737/RDS-2023-0063
Point_of_Contact:
Contact_Information:
Contact_Organization_Primary:
Contact_Organization: USDA Forest Service, Rocky Mountain Research Station
Contact_Person: Sharon Hood
Contact_Position: Research Ecologist
Contact_Address:
Address_Type: mailing and physical
Address: Fire Sciences Lab
Address: 5775 US Highway 10 W
City: Missoula
State_or_Province: MT
Postal_Code: 59808
Country: USA
Contact_Voice_Telephone: 406-329-4818
Contact_Electronic_Mail_Address: sharon.hood@usda.gov
Contact Instructions: This contact information was current as of original publication date. For current information see Contact Us page on: https://doi.org/10.2737/RDS.
Data_Set_Credit:
Funding for this project provided by Joint Fire Science Program (JFSP # 21-S-01-1 and 99-S-01): https://www.firescience.gov. Additional funding was provided by the USDA Forest Service, Rocky Mountain Research Station (Fire, Fuel, and Smoke Science Program, as well as the Forest and Woodland Ecosystems Program).


Author Information:

Sharon M. Hood
USDA Forest Service, Rocky Mountain Research Station
https://orcid.org/0000-0002-9544-8208

Justin S. Crotteau
USDA Forest Service, Rocky Mountain Research Station
https://orcid.org/0000-0001-8889-822X
Cross_Reference:
Citation_Information:
Originator: Hood, Sharon M.
Originator: Crotteau, Justin S.
Originator: Cleveland, Cory C.
Publication_Date: 2024
Title:
Long-term efficacy of fuel reduction and restoration treatments in Northern Rockies dry forests
Geospatial_Data_Presentation_Form: journal article
Series_Information:
Series_Name: Ecological Applications
Issue_Identification: e2940
Online_Linkage: https://doi.org/10.1002/eap.2940
Cross_Reference:
Citation_Information:
Originator: Crotteau, Justin S.
Originator: Keyes, Christopher R.
Originator: Hood, Sharon M.
Originator: Larson, Andrew J.
Publication_Date: 2019
Title:
Vegetation data following the Fire and Fire Surrogate Study in western Montana
Geospatial_Data_Presentation_Form: tabular digital data
Publication_Information:
Publication_Place: Fort Collins, CO
Publisher: Forest Service Research Data Archive
Online_Linkage: https://doi.org/10.2737/RDS-2019-0040
Cross_Reference:
Citation_Information:
Originator: Hood, Sharon M.
Publication_Date: 2016
Title:
Data supporting publication of fortifying the forest: thinning and burning increase resistance to a bark beetle outbreak and promote forest resilience
Geospatial_Data_Presentation_Form: tabular digital data
Publication_Information:
Publication_Place: Fort Collins, CO
Publisher: Forest Service Research Data Archive
Online_Linkage: https://doi.org/10.2737/RDS-2016-0010
Cross_Reference:
Citation_Information:
Originator: McIver, James D.
Originator: Stephens, Scott L.
Originator: Agee, James K.
Originator: Barbour, Jamie
Originator: Boerner, Ralph E. J.
Originator: Edminster, Carl B.
Originator: Erickson, Karen L.
Originator: Farris, Kerry L.
Originator: Fettig, Christopher J.
Originator: Fiedler, Carl E.
Originator: Haase, Sally
Originator: Hart, Stephen C.
Originator: Keeley, Jon E.
Originator: Knapp, Eric E.
Originator: Lehmkuhl, John F.
Originator: Moghaddas, Jason J.
Originator: Otrosina, William
Originator: Outcalt, Kenneth W.
Originator: Schwilk, Dylan W.
Originator: Skinner, Carl N.
Originator: Waldrop, Thomas A.
Originator: Weatherspoon, C. Phillip
Originator: Yaussy, Daniel A.
Originator: Youngblood, Andrew
Originator: Zack, Steve
Publication_Date: 2016
Title:
Data for National Fire and Fire Surrogate study: environmental effects of alternative fuel reduction treatments
Geospatial_Data_Presentation_Form: tabular digital data
Publication_Information:
Publication_Place: Fort Collins, CO
Publisher: Forest Service Research Data Archive
Online_Linkage: https://doi.org/10.2737/RDS-2016-0009
Cross_Reference:
Citation_Information:
Originator: Metlen, Kerry L.
Originator: Fiedler, Carl E.
Publication_Date: 2006
Title:
Restoration treatment effects on the understory of ponderosa pine/Douglas-fir forests in western Montana, USA
Geospatial_Data_Presentation_Form: journal article
Series_Information:
Series_Name: Forest Ecology and Management
Issue_Identification: 222(1-3): 355-369
Online_Linkage: https://doi.org/10.1016/j.foreco.2005.10.037
Cross_Reference:
Citation_Information:
Originator: Fiedler, Carl E.
Originator: Metlen, Kerry L.
Originator: Dodson, Erich K.
Publication_Date: 2010
Title:
Restoration treatment effects on stand structure, tree growth, and fire hazard in a ponderosa pine/Douglas-fir forest in Montana
Geospatial_Data_Presentation_Form: journal article
Series_Information:
Series_Name: Forest Science
Issue_Identification: 56(1): 18-31
Cross_Reference:
Citation_Information:
Originator: Six, Diana L.
Originator: Skov, Kjerstin
Publication_Date: 2009
Title:
Response of bark beetles and their natural enemies to fire and fire surrogate treatments in mixed-conifer forests in western Montana
Geospatial_Data_Presentation_Form: journal article
Series_Information:
Series_Name: Forest Ecology and Management
Issue_Identification: 258(5): 761-772
Online_Linkage: https://doi.org/10.1016/j.foreco.2009.05.016
Cross_Reference:
Citation_Information:
Originator: Hood, Sharon M.
Originator: Baker, Stephen
Originator: Sala, Anna
Publication_Date: 2016
Title:
Fortifying the forest: Thinning and burning increase resistance to a bark beetle outbreak and promote forest resilience
Geospatial_Data_Presentation_Form: journal article
Series_Information:
Series_Name: Ecological Applications
Issue_Identification: 26(7): 1984-2000
Online_Linkage: https://doi.org/10.1002/eap.1363
Online_Linkage: https://www.fs.usda.gov/research/treesearch/52818
Cross_Reference:
Citation_Information:
Originator: Gundale, Michael J.
Originator: DeLuca, Thomas H.
Originator: Fiedler, Carl E.
Originator: Ramsey, Philip W.
Originator: Harrington, Michael G.
Originator: Gannon, James E.
Publication_Date: 2005
Title:
Restoration treatments in a Montana ponderosa pine forest: effects on soil physical, chemical and biological properties
Geospatial_Data_Presentation_Form: journal article
Series_Information:
Series_Name: Forest Ecology and Management
Issue_Identification: 213(1-3): 25-38
Online_Linkage: https://doi.org/10.1016/j.foreco.2005.03.015
Cross_Reference:
Citation_Information:
Originator: Ganzlin, Peter W.
Originator: Gundale, Michael J.
Originator: Becknell, Rachel E.
Originator: Cleveland, Cory C.
Publication_Date: 2016
Title:
Forest restoration treatments have subtle long-term effects on soil C and N cycling in mixed conifer forests
Geospatial_Data_Presentation_Form: journal article
Series_Information:
Series_Name: Ecological Applications
Issue_Identification: 26(5): 1503-1516
Online_Linkage: https://doi.org/10.1002/15-1100
Cross_Reference:
Citation_Information:
Originator: Crotteau, Justin S.
Originator: Keyes, Christopher R.
Originator: Hood, Sharon M.
Originator: Affleck, David L. R.
Originator: Sala, Anna
Publication_Date: 2018
Title:
Fuel dynamics after a bark beetle outbreak impacts experimental fuel treatments
Geospatial_Data_Presentation_Form: journal article
Series_Information:
Series_Name: Fire Ecology
Issue_Identification: 14(2): 165-
Online_Linkage: https://doi.org/10.1186/s42408-018-0016-6
Online_Linkage: https://www.fs.usda.gov/research/treesearch/57736
Cross_Reference:
Citation_Information:
Originator: Crotteau, Justin S.
Originator: Keyes, Christopher R.
Originator: Hood, Sharon M.
Originator: Larson, Andrew J.
Publication_Date: 2020
Title:
Vegetation dynamics following compound disturbance in a dry pine forest: Fuel treatment then bark beetle outbreak
Geospatial_Data_Presentation_Form: journal article
Series_Information:
Series_Name: Ecological Applications
Issue_Identification: 30(2): e02023
Online_Linkage: https://doi.org/10.1002/eap.2023
Online_Linkage: https://www.fs.usda.gov/research/treesearch/59997
Analytical_Tool:
Analytical_Tool_Description:
FFE-FVS: The Fire and Fuels Extension (FFE) to the Forest Vegetation Simulator (FVS) simulates fuel dynamics and potential fire behavior over time, in the context of stand development and management (Reinhardt and Crookston 2003, Reinhardt et al. 2009).


Dixon, Gary E. 2018. Essential FVS: A user's guide to the forest vegetation simulator. Compiled 2002., Internal Rep. Fort Collins, CO: U. S. Department of Agriculture, Forest Service, Forest Management Service Center. 226p.

Reinhardt, Elizabeth; Crookston, Nicholas L. 2003. The Fire and Fuels Extension to the Forest Vegetation Simulator. General Technical Report. RMRS-GTR-116. Ogden, UT: U.S. Department of Agriculture, Forest Service, Rocky Mountain Research Station. 209 p. https://doi.org/10.2737/RMRS-GTR-116

Reinhardt, Elizabeth; Crookston, Nicholas L.; Regain, Stephanie A. 2009. The Fire and Fuels Extension to the Forest Vegetation Simulator: addendum to RMRS-GTR-116. Ogden, UT: U.S. Department of Agriculture, Forest Service, Rocky Mountain Research Station. 244 p.
Tool_Access_Information:
Online_Linkage: https://www.fs.usda.gov/fvs/
Tool_Access_Instructions:
see website for details
Back to Top
Data_Quality_Information:
Attribute_Accuracy:
Attribute_Accuracy_Report:
Data were collected by trained crews and have been checked for accuracy. Any data collection errors detected in subsequent measurement years were corrected in the data files. The methodology section below also has additional information on attribute accuracy for these data.

For complete details, see Hood et al. (2024).

Hood, Sharon M.; Crotteau, Justin S.; Cleveland, Cory C. 2024. Long-term efficacy of fuel reduction and restoration treatments in Northern Rockies dry forests. Ecological Applications. e2940. https://doi.org/10.1002/eap.2940
Logical_Consistency_Report:
All data were collected within the same block, unit, and plots. Plot identification and tree numbers are consistent throughout the data sets.
Completeness_Report:
Not all data were collected at each time step, so the number of sampling events varies throughout the data. There were some instances where data from individual trees were inadvertently not collected, in these cases the data cells were left as blank cells. Fuels data were accidently not collected in 2022 in Block 2, mechanical treatment, plots 29 and 33. At each timestep where tree diameter was measured, we tagged new trees that had grown to 10.16 cm or greater diameter. These in-growth trees have blank values for diameters in prior sampling years because they were not large enough to be in the tree class.
Lineage:
Methodology:
Methodology_Type: Field
Methodology_Description:
EXPERIMENTAL DESIGN AND TREATMENT DESCRIPTION

Three, 36-hectare (ha) blocks consisting of 4, 9-ha units each were established in 2000. This study was a randomized complete block design, with each unit within a block randomly assigned one of four treatments: control, burn-only, thin-only, and thin-burn. Treatments are also called control, fire, mechanical, and mechanical+fire. The control treatment involved no thinning or burning. The burn-only treatment involved prescribed broadcast burning in the spring, but no thinning. Thin-only consisted of a low thinning and improvement/selection cutting, but no burning. The thin-burn treatment entailed thinning with the same prescription as the thin-only treatment but was followed by broadcast burning the following year to reduce logging slash (i.e., tree tops and limbs) and existing surface fuels. See Gundale et al. (2005) and Fiedler et al. (2010) for more detailed treatment prescriptions and pre-treatment conditions.

In each unit, 36 gridded plots (0.04 ha) were established as part of the larger, multi-disciplinary study. At ten of these points a 20 meter (m) x 50 m (0.1 ha) plot was established for sampling trees ≥ 10 cm diameter at breast height (DBH; 1.37 m above ground). Control treatments were not manipulated. Thinning and burning treatments were designed to restore stands towards historical conditions by reducing tree density, particularly shade-tolerant Douglas-fir, and encourage shade-intolerant species such as ponderosa pine, while also reducing the hazard of stand-replacing wildfire.

The goal of all treated units was to create fire-resistant forests in which 80% of basal area of overstory trees would survive a wildfire burning under 80th percentile weather conditions. In the thin-only and thin-burn units, a low thinning with improvement/selection cutting to favor ponderosa pine ≥ 40 cm DBH reduced average residual basal area to a target of 11 squared meters (m²) per ha.

Thinning was conducted in the winter of 2001. Burn-only and thin-burn units were broadcast burned in May and June 2002. The prescribed burns were designed to reduce surface fuel loading and ladder fuels consisting of seedling and saplings.


TREE ATTRIBUTES (\Data\trees.csv)

The tree class includes trees ≥ 10.16 cm diameter at breast height (DBH, 1.37 m above ground) collected on the Whittaker plots. The Whittaker plots were randomly selected plot locations from 36 systematically located grid points within each of the twelve treatment units, 10 plots per treatment unit, for a total of 120 plots. Trees in each of the Whittaker plots were permanently tagged and status (e.g., alive, dead), species identity, DBH, total height, and crown length were recorded. Trees were measured prior to treatment in 2000 and immediately after harvest in 2001. All trees were assessed annually from 2002 to 2005 for changes in status. In 2005, 2012, and 2020, we conducted a complete remeasurement of trees following the initial protocol, including tagging and measuring new trees as they grew into the tree class.


SAPLING DENSITY (\Data\saplings.csv)

The sapling class includes trees < 10.16 cm DBH and taller than 1.37 m. Saplings were measured on five, 100 m² subplots within each Whittaker plot. See Metlen and Fiedler (2006) for plot diagram and details. Live saplings were tallied by species and diameter class, where small sapling: 0.1 cm ≤ DBH < 3 cm; medium sapling: 3 cm ≤ DBH < 6 cm; large sapling: 6 cm ≤ DBH < 10.16 cm. Saplings were measured in 2002 and 2022.


SEEDLING DENSITY (\Data\seedlings.csv)

The seedling class includes trees < 1.37 m tall. Seedlings were measured on twenty, 1 m² subplots within each Whittaker plot. See Metlen and Fiedler (2006) for plot diagram and details. Live seedlings were tallied by species and height class, where small seedling: 10 cm ≤ height < 50 cm; large seedling: 50 cm ≤ height < 137 cm. Seedlings were measured in 2002 and 2022.


UNDERSTORY VEGETATION (\Data\understory.csv)

Understory vegetation was identified by species (or by genus for difficult to identify species) and cover was estimated on twelve, 1 m² subplots per Whittaker plot. See Metlen and Fiedler (2006) for plot diagram and details. Understory vegetation was measured in 2002 and 2022.


FUEL LOADING (\Data\fuels.csv)

A modified Brown's (1974) protocol was used to quantify 1-hour (woody material < 0.64 cm diameter), 10-hour (0.64 cm ≤ diameter < 2.54 cm), 100-hour (2.54 cm ≤ diameter < 7.62 cm), and 1000-hour+ (diameter ≥ 7.62 cm) timelag classes. On each of the 36 grid points, two, 15.2 m transects were established; 1-hour and 10-hour fuels were tallied for 1.8 m of the length, 100-hour fuels were tallied for 3.7 m, and 1000-hour+ fuel diameters were recorded along the entire transect lengths. Duff and litter depths were each measured along transects at 4.6 m and 10.7 m from plot center and then combined for forest floor loading. Fuels were measured in 2002, 2010, 2016, and 2022.


ABOVEGROUND CARBON STOCK

To estimate carbon stocks and stable carbon stocks, surface fuels data and measured tree data were input into the Fire and Fuels Extension to the Forest Vegetation Simulator (FFE-FVS; Reinhardt et al. 2009, Dixon 2018) to calculate plot-scale canopy fuel characteristics and potential fire behavior for our two measurement years (2002, 2022). Potential fire behavior was based on FFE-FVS’s default “severe” fire weather scenario (4% 10-hour (h) fuel moisture, 21.1°C ambient temperature, and 32.2 km h⁻¹ wind speed at 6.1 m). Output generated from FFE-FVS POTFIRE and CARBON reports included probability of torching (pTorch; %), probability of mortality by overstory basal area (pMort; %), and total aboveground live carbon estimates (includes live seedlings, saplings, and trees, including stems, branches, and foliage; totC; megagrams (Mg) ha⁻¹). Stable carbon (stableC) was calculated using pMort and totC from FFE-FVS as (1 - pMort) × totC. Thus, stableC ranged from 0 Mg ha⁻¹ (where pMort was 100%) to equal to totC (where pMort was 0%). Carbon stocks and potential fire severity were estimated for 2002 and 2022.


For more methodology details, see Hood et al. (2024).
Methodology_Citation:
Citation_Information:
Originator: Hood, Sharon M.
Originator: Crotteau, Justin S.
Originator: Cleveland, Cory C.
Publication_Date: 2024
Title:
Long-term efficacy of fuel reduction and restoration treatments in Northern Rockies dry forests
Geospatial_Data_Presentation_Form: journal article
Series_Information:
Series_Name: Ecological Applications
Issue_Identification: e2940
Online_Linkage: https://doi.org/10.1002/eap.2940
Methodology_Citation:
Citation_Information:
Originator: Gundale, Michael J.
Originator: DeLuca, Thomas H.
Originator: Fiedler, Carl E.
Originator: Ramsey, Philip W.
Originator: Harrington, Michael G.
Originator: Gannon, James E.
Publication_Date: 2005
Title:
Restoration treatments in a Montana ponderosa pine forest: effects on soil physical, chemical and biological properties
Geospatial_Data_Presentation_Form: journal article
Series_Information:
Series_Name: Forest Ecology and Management
Issue_Identification: 213(1-3): 25-38
Online_Linkage: https://doi.org/10.1016/j.foreco.2005.03.015
Methodology_Citation:
Citation_Information:
Originator: Fiedler, Carl E.
Originator: Metlen, Kerry L.
Originator: Dodson, Erich K.
Publication_Date: 2010
Title:
Restoration treatment effects on stand structure, tree growth, and fire hazard in a ponderosa pine/Douglas-fir forest in Montana
Geospatial_Data_Presentation_Form: journal article
Series_Information:
Series_Name: Forest Science
Issue_Identification: 56(1): 18-31
Methodology_Citation:
Citation_Information:
Originator: Metlen, Kerry L.
Originator: Fiedler, Carl E.
Publication_Date: 2006
Title:
Restoration treatment effects on the understory of ponderosa pine/Douglas-fir forests in western Montana, USA
Geospatial_Data_Presentation_Form: journal article
Series_Information:
Series_Name: Forest Ecology and Management
Issue_Identification: 222(1-3): 355-369
Online_Linkage: https://doi.org/10.1016/j.foreco.2005.10.037
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Entity_and_Attribute_Information:
Overview_Description:
Entity_and_Attribute_Overview:
Below you will find a list and description of the files included in this data publication.


VARIABLE DESCRIPTION FILE (1)

1. \Data\_variable_descriptions.csv: Comma-separated values (CSV) file containing a list and description of variables found in all data files. (A description of these variables is also provided in the metadata below.)

Columns include:

Filename = name of data file
Variable = name of variable
Units = units (if applicable)
Precision = precision (if applicable)
Description = description of variable


DATA FILES (6)

1. \Data\carbon_potentialfireseverity.csv: CSV file containing aboveground carbon stocks and potential fire severity by block, treatment, plot, and year.

Variables include:

BLOCK = block number (three blocks in the study)

TRT = treatment. In Hood et al. (2024) the treatment codes correspond to:
co = untreated control
bo = burn only (fire)
to = thin only (mechanical)
tb = thin-burn (mechanical + fire)

PLOT = number of plot

PTORCH = probability of torching estimated using FFE-FVS’s default “severe” fire weather scenario (4% 10-h [hour] fuel moisture, 21.1 degrees Celsius [°C] ambient temperature, and 32.2 km h⁻¹ [kilometers per hour] wind speed at 6.1 meters [m]).

MORTALITY = probability of tree mortality

ABOVEGROUND_LIVECARBON = aboveground live carbon stock (megagrams per hectare [Mg/ha])

CANOPY = canopy fuels (Mg/ha). Includes all live foliage and live wood fuels < 7.62 centimeter (cm) diameter (i.e., 1-, 10-, and 100-hour fuels).

STABLECARBON = estimate of aboveground live carbon stock (megagrams per hectare [Mg/ha]) in the event of a wildfire based on FFE-FVS’s default “severe” fire weather scenario (4% 10-h fuel moisture, 21.1°C ambient temperature, and 32.2 km h⁻¹ wind speed at 6.1 m).

YEAR = year that data were collected:
2002 = one year post-treatment
2022 = 20 years post-treatment


2. \Data\fuels.csv: CSV file containing surface and ground dead fuel loading by block, treatment, plot, and year.

Variables include:

BLOCK = block number (three blocks in the study)

TRT = treatment. In Hood et al. (2024) the treatment codes correspond to:
co = untreated control
bo = burn only (fire)
to = thin only (mechanical)
tb = thin-burn (mechanical + fire)

PLOT = number of plot

LOAD.1HR = average plot 1-hour fuel loading (Mg/ha).

LOAD.10HR = average plot 10-hour fuel loading (Mg/ha).

LOAD.100HR = average plot 100-hour fuel loading (Mg/ha).

LOAD.S1000HR = average plot sound 1000-hour fuel loading (Mg/ha).

LOAD.R1000HR = average plot rotten 1000-hour fuel loading (Mg/ha).

LOAD.FLOOR = average plot rotten forest floor (duff and litter) fuel loading (Mg/ha).

FWD = average plot fine woody debris (1-hour, 10-hour, and 100-hour) fuel loading (Mg/ha).

YEAR = year that data were collected:
2002 = one year post-treatment
2010 = eight years post-treatment
2016 = 14 years post-treatment
2022 = 20 years post-treatment


3. \Data\saplings.csv: CSV file containing sapling density data by block, treatment, plot, species, size class, and year.

Variables include:

BLOCK = block number (three blocks in the study)

PLOT = number of plot

SIZE = diameter size class of sapling, where:
small = 0.1 cm ≤ DBH < 3 cm
medium = 3 cm ≤ DBH < 6 cm
large = 6 cm ≤ DBH < 10.16 cm

TRT = treatment. In Hood et al. (2024) the treatment codes correspond to:
co = untreated control
bo = burn only (fire)
to = thin only (mechanical)
tb = thin-burn (mechanical + fire)

SPECIES = four letter species code, where first two letters are the first two letters of the genus and second two letters are the first two letters of the species:
JUSC = Juniperus scopulorum
LAOC = Larix occidentalis
PIPO = Pinus ponderosa
PICO = Pinus contorta
POTR = Populus tremuloides
PSME = Pseudotsuga menziesii
NONE = no species found

DENSITY_HA = average plot sapling density per hectare.

YEAR = year that data were collected:
2002 = one year post-treatment
2022 = 20 years post-treatment


4. \Data\seedlings.csv: CSV file containing seedling density data by block, treatment, plot, and year. Seedlings were tallied on twenty, 1 square meter subplots per plot and values were averaged to the plot level.

Variables include:

BLOCK = block number (three blocks in the study)

TRT = treatment. In Hood et al. (2024) the treatment codes correspond to:
co = untreated control
bo = burn only (fire)
to = thin only (mechanical)
tb = thin-burn (mechanical + fire)

PLOT = number of plot

SPECIES = four letter species code, where first two letters are the first two letters of the genus and second two letters are the first two letters of the species:
JUSC = Juniperus scopulorum
LAOC = Larix occidentalis
PIPO = Pinus ponderosa
PICO = Pinus contorta
POTR = Populus tremuloides
PSME = Pseudotsuga menziesii

DENSITY_ha2002 = number of seedlings per hectare in 2002.

DENSITY_ha2022 = number of seedlings per hectare in 2022.


5. \Data\trees.csv: CSV file containing information on each 0.1 hectare plot of trees ≥ 10 centimeters diameter at breast height (DBH) in each block and treatment combination. Attributes include tree DBH, species, status, height, and crown fuel base height at different timesteps.

Variables include:

BLOCK = block number (three blocks in the study)

TRT = treatment. In Hood et al. (2024) the treatment codes correspond to:
co = untreated control
bo = burn only (fire)
to = thin only (mechanical)
tb = thin-burn (mechanical + fire)

PLOT = number of plot

PLOTID = unique four number tree code, where first two numbers are the unit number and last two numbers are the plot number.

TREE_NO = tag number of tree

SPECIES = four letter species code, where first two letters are the first two letters of the genus and second two letters are the first two letters of the species:
JUSC = Juniperus scopulorum
LAOC = Larix occidentalis
PIPO = Pinus ponderosa
PICO = Pinus contorta
POTR = Populus tremuloides
PSME = Pseudotsuga menziesii

STAT01 = tree status in 2001, pre-treatment. Status codes:
0 = alive
1 = cut
2 = dead
3 = killed by fire

STAT02 = tree status in 2002, immediately after treatment. Status codes:
0 = alive
1 = cut
2 = dead
3 = killed by fire

STAT03 = tree status in 2003, 1 year after treatment. Status codes:
0 = alive
1 = cut
2 = dead
3 = killed by fire

STAT05 = tree status in 2005, 4 years after treatment. Status codes:
0 = alive
1 = cut
2 = dead
3 = killed by fire

STAT12 = tree status in 2012, 10 years after treatment. Status codes:
0 = alive
1 = cut
2 = dead
3 = killed by fire

STAT20 = tree status in 2020, 19 years after treatment. Status codes:
0 = alive
1 = cut
2 = dead
3 = killed by fire

DOWN12 = standing status of tree in year 2012. Status codes:
0 = standing and taller than 1.37 m
1 = broken below 1.37 m

DOWN20 = standing status of tree in year 2020. Status codes:
0 = standing and taller than 1.37 m
1 = broken below 1.37 m

DBH_01 = DBH (cm) in 2001

DBH_05 = DBH (cm) in 2005

DBH_12 = DBH (cm) in 2012

DBH_20 = DBH (cm) in 2020

HT01 = tree height (m) in 2001

HT20 = tree height (m) in 2020

CrFBH01 = crown fuel base height (m) in 2001

CrFBH20 = crown fuel base height (m) in 2020


6. \Data\understory.csv: CSV file containing percent cover of understory vegetation by block, treatment, plot, genus, lifeform, origin, and year. Species cover was recorded on tallied by height class on twelve, 1 square meter subplots per plot and values were averaged to the plot level.

Variables include:

BLOCK = block number (three blocks in the study)

TRT = treatment. In Hood et al. (2024) the treatment codes correspond to:
co = untreated control
bo = burn only (fire)
to = thin only (mechanical)
tb = thin-burn (mechanical + fire)

PLOT = number of plot

GENUS = genus of plant

LFCODE = life form of the plant: forb, graminoid, or shrub

ORIGIN = origin of plant:
Native = native species to Montana, USA
Exotic = exotic species that is not native to Montana, USA

COVER = plot average percent cover (0-100) of plant.

YEAR = year that data were collected:
2002 = one year post-treatment
2010 = eight years post-treatment
2016 = 14 years post-treatment
2022 = 20 years post-treatment


SUPPLEMENTAL FILES (1)

1. \Supplements\FFS_plotlayout.jpg: Joint Photographic Experts Group (JPEG) image file containing the Whittaker plot design used in this study, which is a modification of Metlen and Fiedler (2006).
Entity_and_Attribute_Detail_Citation:
Hood, Sharon M.; Crotteau, Justin S.; Cleveland, Cory C. 2024. Long-term efficacy of fuel reduction and restoration treatments in Northern Rockies dry forests. Ecological Applications. e2940. https://doi.org/10.1002/eap.2940

Brown, James K. 1974. Handbook for inventorying downed woody material. General Technical Report. INT-16. Ogden, UT: U.S. Department of Agriculture, Forest Service, Intermountain Forest and Range Experiment Station. 24 p. https://www.fs.usda.gov/research/treesearch/28647

Metlen, Kerry L.; Fiedler, Carl E. 2006. Restoration treatment effects on the understory of ponderosa pine/Douglas-fir forests in western Montana, USA. Forest Ecology and Management. 222(1-3): 355-369. https://doi.org/10.1016/j.foreco.2005.10.037
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Contact_Organization: USDA Forest Service, Research and Development
Contact_Position: Research Data Archivist
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Address: 240 West Prospect Road
City: Fort Collins
State_or_Province: CO
Postal_Code: 80526
Country: USA
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Contact Instructions: This contact information was current as of January 2024. For current information see Contact Us page on: https://doi.org/10.2737/RDS.
Resource_Description: RDS-2023-0063
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Metadata documents have been reviewed for accuracy and completeness. Unless otherwise stated, all data and related materials are considered to satisfy the quality standards relative to the purpose for which the data were collected. However, neither the author, the Archive, nor any part of the federal government can assure the reliability or suitability of these data for a particular purpose. The act of distribution shall not constitute any such warranty, and no responsibility is assumed for a user's application of these data or related materials.

The metadata, data, or related materials may be updated without notification. If a user believes errors are present in the metadata, data or related materials, please use the information in (1) Identification Information: Point of Contact, (2) Metadata Reference: Metadata Contact, or (3) Distribution Information: Distributor to notify the author or the Archive of the issues.
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Format_Name: CSV
Format_Version_Number: see Format Specification
Format_Specification:
Comma-separated values file
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Computer_Contact_Information:
Network_Address:
Network_Resource_Name: https://doi.org/10.2737/RDS-2023-0063
Digital_Form:
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Format_Name: JPEG
Format_Version_Number: see Format Specification
Format_Specification:
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Metadata_Reference_Information:
Metadata_Date: 20240117
Metadata_Contact:
Contact_Information:
Contact_Organization_Primary:
Contact_Organization: USDA Forest Service, Rocky Mountain Research Station
Contact_Person: Sharon Hood
Contact_Position: Research Ecologist
Contact_Address:
Address_Type: mailing and physical
Address: Fire Sciences Lab
Address: 5775 Hwy 10 West
City: Missoula
State_or_Province: MT
Postal_Code: 59808
Country: USA
Contact_Voice_Telephone: 406-329-4818
Contact_Electronic_Mail_Address: sharon.hood@usda.gov
Contact Instructions: This contact information was current as of original publication date. For current information see Contact Us page on: https://doi.org/10.2737/RDS.
Metadata_Standard_Name: FGDC Biological Data Profile of the Content Standard for Digital Geospatial Metadata
Metadata_Standard_Version: FGDC-STD-001.1-1999
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