Cited by 11Forest Biomass Utilization and ManagementForest Management and PolicyAgricultural and Food Sciences

Linking Federal Forest Restoration with Wood Utilization: Modeling Biomass Prices and Analyzing Forest Restoration Costs in the Northern Sierra Nevada

Open access
Swezy, Camille, Bailey, John, Chung, Woodam·2021·Energies

Abstract

Over half of California’s forestland is managed by the US Forest Service, and the agency has identified a need to scale up forest restoration treatments in the state to one million acres per year by 2025. However, the high costs of mechanical fuel reduction and lack of markets for biomass pose significant barriers to accomplishing this target. The objectives of this case study were: (1) to identify costs of forest restoration treatments on federally-managed land in the Northern Sierra under a variety of harvesting scenarios and haul distances to biomass facilities, and (2) to understand what market prices for biomass must be offered to support such efforts. We modeled silvicultural prescription and harvesting options, machine productivity and costs, and transportation costs to assess economic thresholds. Biomass harvest, chip, and haul costs ranged from $55/bone dry ton to $118/bone dry ton, depending on the harvesting system scenario and distance from the biomass disposal site. Results suggest that the cost of forest restoration far exceeds current market prices for biomass, and additional investment is needed to adequately pay for federal forest restoration in California. Additional takeaways include that biomass outlets closer to supply sources can reduce both haul costs and production costs, and local wood utilization campuses can play a key role in supporting forest restoration.

AI snapshot

Written from the paper’s full text.

TL;DR

This case study models biomass harvesting, chipping, and hauling costs for federal forest restoration in the northern Sierra Nevada and compares them with biomass market prices. It finds that restoration-derived biomass costs far exceed current market prices, so additional investment or higher local price premiums are needed to link USFS restoration with wood utilization.

Key findings

  • Biomass harvest, chip, and haul costs ranged from $55/bone dry ton (BDT) to $118/BDT depending on harvesting system and distance to the biomass disposal site.
  • Delivered-to-Crescent Mills costs were $54.91–$66.13/BDT for integrated harvesting, $66.87–$76.35/BDT for fuels-reduction-only mechanized, and $103.82–$117.52/BDT for fuels-reduction-only hand-thin.
  • Average haul cost was $19.74/BDT to Crescent Mills versus $40.32/BDT to the closest BioRAM facility; chipper utilization averaged 64% versus 32%, and chipper unit production cost averaged $9.31/BDT versus $16.61/BDT.
  • Adding a 30% markup for contractor profit, overhead, and contingency yielded delivered biomass prices of $71.38–$152.77/BDT, exceeding the 2018 regional market average of about $59/BDT for High Hazard Zone biomass and the roughly $40/BDT feedstock price noted for BioMAT facilities.

Methods

  • Case study of three recent USFS harvest units on the Mount Hough Ranger District of the Plumas National Forest, using cruise reports; forest type was mixed-conifer, and prescriptions were variable density thinning or thin-from-below, with biomass trees <10 inches DBH removed.
  • Modeled three harvesting scenarios: integrated harvesting with sawlogs, fuels reduction only mechanized, and fuels reduction only hand-thin; machine productivity and costs used standard machine rate calculations and predictive regression equations from prior literature.
  • Calculated hourly machine costs, system productivity in BDT per scheduled machine hour, haul costs to Crescent Mills versus the closest BioRAM facility, and total delivered cost per BDT; sawlog harvesting costs were excluded.

Limitations

  • The paper states that the model and results are site- and case-specific; costs can vary by harvesting system, machine types, site conditions, silvicultural prescription, skidding distance, and haul distance, and actual costs are only realized by the contractor.
  • The paper states that road construction costs were not included and were assumed to be paid by USFS; it also did not model productivity changes in the feller-buncher when cutting both sawlogs and biomass versus biomass only, and did not account for on-site timber harvest residues that get a “free ride.”
  • Evident from the text: only three harvest units in one district/region are analyzed, and base costs exclude contractor profit, overhead, and contingency, so the prices needed to ensure supply are higher than the reported cost estimates.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.3390/en14092696

Cites

16 of 16 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

1 of 56 cited sources checked · 1 supported · 0 flagged

  • Premisecitation

    Integration of biomass harvesting into an active logging operation could reduce the cost of producing biomass by utilizing equipment already on site for multiple products and minimizing tree handling.

    “Integration of biomass harvesting into an active logging operation could reduce the cost of producing biomass by utilizing the equipment that is already on site for multiple products and minimize the amount of tree handling [14].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [14] Harrill, 2012, Productivity and Cost of Integrated Harvesting of Wood Chips and Sawlogs in Stand Conversion Operations, Int. J. For. Res. source
  • Findingown data

    Biomass harvest, chip, and haul costs ranged from $55 per bone dry ton to $118 per bone dry ton, depending on the harvesting system scenario and distance from the biomass disposal site.

    “Biomass harvest, chip, and haul costs ranged from $55/bone dry ton to $118/bone dry ton, depending on the harvesting system scenario and distance from the biomass disposal site.”
    Quote in the paperSubstantial claim
  • Findingnone given

    White fir is the primary biomass tree species removed for all three harvest sites.

    “White fir (Abies concolor) is the primary biomass tree species removed for all three harvest sites.”
    Quote in the paperNot a substantial claim
  • Findingown data

    The two primary biomass outlets for the Plumas National Forest are on average a 64-mile one-way haul from harvest units.

    “These facilities are, on average, a 64-mile one-way haul from harvest units (see Table 8).”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The two primary outlets for biomass from the Plumas National Forest are Honey Lake Power in Wendel and Loyalton Biomass in Loyalton.
  • Findingown data

    Haul distance can have a major influence on costs of delivered biomass.

    “Haul distance can have a major influence on costs of delivered biomass, as demonstrated by this study (see Figure 6).”
    Quote in the paperSubstantial claim
  • May combine two claims. 31
  • Classified as probably not a substantial claim. 29
  • May combine two claims.

    Findingreasoning

    Hand-thinning is the most expensive harvesting system in this study; both variable and fixed costs per BDT are higher than Scenario 1 and Scenario 2.

    “Hand-thinning is, as expected, the most expensive harvesting system in this studyboth variable and fixed costs per BDT are higher than Scenario 1 and Scenario 2.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    On average, the cost to a contractor for harvesting, chipping, and hauling biomass to nearby Crescent Mills is at least $55/BDT but can range up to $118/BDT depending on the harvesting system or haul distance.

    “This study finds that on average, the cost to a contractor for harvesting, chipping, and hauling biomass to nearby Crescent Mills is at least $55/BDT but can range up to $118/BDT depending on the harvesting system or haul distance.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingreasoning

    Longer haul distance results in more chipper down time as it waits for chip trucks to return, lowering its utilization rate and increasing its unit production cost.

    “Findings from this study show that longer haul distance results in more chipper down time as it waits for chip trucks to return, therefore lowering its utilization rate and increasing its unit production cost.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingreasoning

    Chipper utilization rate on average is 64% when Crescent Mills is the destination, compared to 32% when a BioRAM facility is the destination, assuming the same number of chip trucks in the fleet.

    “Chipper utilization rate on average is 64% when Crescent Mills is the destination, compared to 32% when a BioRAM facility is the destination, assuming the same number of chip trucks in the fleet.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Findingnone given

    The Crescent Mills Campus is situated amongst a vast amount of USFS land, with some areas more than 70 miles (113 km) from the closest biomass power facility that accepts biomass material.

    “The Crescent Mills Campus, for example, is situated amongst a vast amount of USFS land, with some areas more than 70 miles (113 km) from the closest biomass power facility that accepts biomass material, making it an ideal alternative for disposing of biomass removed from the landscape under USFS restoration projects.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    The unit production cost of a chipper if chip vans are delivering biomass to Crescent Mills was on average $9.24/BDT with a 64% utilization rate for the chipper.

    “The unit production cost of a chipper if chip vans are delivering biomass to Crescent Mills was on average $9.24/BDT with a 64% utilization rate for the chipper, whereas if the same number of chip vans in a fleet are delivering to a more distant biomass facility, the chipper unit production cost is on average $15.21/BDT with a 32% utilization rate.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Roughly half of California's forestland, 15.5 million acres total, is under federal management.

    “With roughly half of the state's forestland under federal management at 15.5 million acres total”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [5] Christensen, G.A., Waddell, K.L., Stanton, S.M., and Kuegler, O. (2016). California’s Forest Resources: Forest Inventory and Analysis, 2001–2010 (General Technical Report PNW-GTR-913). source
    • cites [6] State of California (2020, October 20). USDA Forest Service Pacific Southwest Region Agreement for Shared Stewardship of California’s Forest and Rangelands, Available online: https://www.gov.ca.gov/wp-content/uploads/2020/08/8.12.20-CA-Shared-Stewardship-MOU.pdf.

      Not checked in the free run.

  • Classified as probably not a substantial claim.

    Premisecitation

    There is broad consensus of a strong need to increase the pace and scale of forest restoration in California to combat declining forest health conditions following a century of fire suppression and forest management practices that created overgrown and overcrowded forests.

    “There is broad consensus of a strong need to increase the pace and scale of forest restoration in California to combat declining forest health conditions following a century of fire suppression and forest management practices that created overgrown and overcrowded forests [1][2][3].”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites [1] (2018). Little Hoover Commission Fire on the Mountain: Rethinking Forest Management in the Sierra Nevada, Report #242.

      Not checked in the free run.

    • cites [2] Taylor, M. (2018). Improving California’s Forest and Watershed Management.

      Not checked in the free run.

    • cites [3] Newsom, G. (2019). Executive Order N-05-19.

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Premisecitation

    Most biomass delivered to biomass plants from USFS land in California is produced in conjunction with sawtimber harvest, as biomass alone rarely pays its way out of the woods by itself.

    “In fact, most biomass delivered to biomass plants from USFS land in California is produced in conjunction with sawtimber harvest, as biomass alone rarely pays its way out of the woods by itself [11].”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [11] The Beck Group, and Mason Bruce & Girard (2019). High Hazard Fuels Availability Study, Prepared for The High Hazard Fuel Study Committee and PG&E Natural Resource Management Contract #C9333.

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    With the launch of BioRAM and the High Hazard Zone feedstock requirement, the price for delivered biomass fuel sourced from High Hazard Zones and sustainable forest management activities rose to almost $60 per bone dry ton in 2018 on average; prior to BioRAM, the average cost of delivered fuel was $35.95 per bone dry ton.

    “With the launch of BioRAM and the High Hazard Zone feedstock requirement, the price for delivered biomass fuel sourced from High Hazard Zones and sustainable forest management activities rose to almost $60/bone dry ton (BDT) in 2018, on average.Prior to BioRAM, the average cost of delivered fuel was $35.95/BDT [13].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [13] Aman, 2011, Productivity and Product Quality Measures for Chippers and Grinders on Operational Southern US Timber Harvests, Int. J. For. Eng. source
  • May combine two claims.

    Premisecitation

    The Shasta-Trinity National Forest was unable to find a buyer for sales that included biomass work and is mostly pile burning its biomass material.

    “Conversely, the Shasta-Trinity National Forest, to the east, was unable to find buyer for sales that included biomass work.The Shasta-Trinity is therefore mostly pile burning their biomass material [19].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [19] Fall River Resource Conservation District, and TSS Consultants (2016). Advancing Fuel Supply Agreements for the Burney-Hat Creek Bioenergy Project.

      Not checked in the free run.

  • Classified as probably not a substantial claim. May combine two claims.

    Study design and conductnone given

    Sites were selected based on date harvested, prioritizing most recent; silvicultural prescription type, which must be restoration or fuels reduction; and whether the contract required biomass to be both removed and hauled away.

    “Sites were selected based on date harvested (prioritizing most recent), silvicultural prescription (must be restoration or fuels reduction) type, and if the contract required biomass to be both removed and hauled away”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    With efficiencies gained through co-located business and improved electricity generation with waste-heat utilization, successfully developed campuses may be able to pay a higher premium for feedstock than the regional market.

    “With efficiencies gained through co-located business and improved electricity generation with waste-heat utilization, successfully developed campuses may be able to pay a higher premium for feedstock than the regional market [24].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [24] Davis, E.J. (2021, May 07). Stewarding Forests and Communities: The Final Report of the Dry Forest Zone Project. Available online: http://hdl.handle.net/1794/19056.

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Study design and conductnone given

    Machine makes and models used in this study loosely match those of local operators.

    “Machine makes and models used in this study also loosely match that of local operators.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing). May combine two claims.

    Premisecitation

    Doing so at a community scale, rather than industrial scale and locating a campus in a more urban area, allows local physical and human capital to be revitalized and to generate stronger benefits directly to the local community.

    “Doing so at a community-scale (rather than industrial-scale and locating a campus in a more urban area) allows for local physical and human capital that are otherwise ideal to be revitalized and to generate stronger benefits to the local community directly [26].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [26] Crandall, 2017, The potential rural development impacts of utilizing non-merchantable forest biomass, For. Policy Econ. source
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing). May combine two claims.

    Premisecitation

    Development of wood utilization campuses in rural communities surrounded by USFS forestland presents an important opportunity to promote rural economic development and create jobs for local communities still recovering from the decline of the timber industry.

    “Development of wood utilization campuses in rural communities surrounded by USFS forestland also presents an important opportunity to promote rural economic development and create jobs for local communities still struggling to recover from the decline of the timber industry [22].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [22] Kusel, J., Goulette, N., and Swezy, C. (2017). Economic Development and Wood Utilization in Rural California Communities: A Need and an Opportunity, Sierra Institute for Community and Environment.

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    It is well recognized that 3 MW is a challenging scale and that electricity sales alone are not enough to cover costs of generating energy, especially with market prices for biomass feedstock at $40 per bone dry ton.

    “However, it is well recognized that 3 MW is a challenging scale and that electricity sales alone are not enough to cover costs of generating energy, especially with market prices for biomass feedstock at $40/BDT [23].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [23] (2013). Black & Veatch Small-Scale Bioenergy: Resource Potential, Costs, and Feed-in-Tariff Implementation Assessment.

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Most groups planning development of BioMAT facilities are advancing models of integrated product development to improve the economics of small-scale power generation.

    “Thus, most groups planning development of BioMAT facilities are advancing models of integrated product development to improve economics of small-scale power generation [22].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [22] Kusel, J., Goulette, N., and Swezy, C. (2017). Economic Development and Wood Utilization in Rural California Communities: A Need and an Opportunity, Sierra Institute for Community and Environment.

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Restoration work involving thinning and mechanical fuels reduction is often expensive and uneconomical due to the unmerchantable nature of biomass material in traditional forest products markets, and the scale of restoration projects is a fraction relative to the overall need.

    “However, this work is often expensive and uneconomical due to the unmerchantable nature of biomass material in traditional forest products markets, and the scale of restoration projects taking place is a fraction relative to the overall need [2,4].”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites [2] Taylor, M. (2018). Improving California’s Forest and Watershed Management.

      Not checked in the free run.

    • cites [4] North, 2012, Using fire to increase the scale, benefits, and future maintenance of fuels treatments, J. For. source
  • May combine two claims.

    Premisecitation

    High costs of forest restoration and lack of markets for biomass have posed major barriers to accomplishing mechanical fuels reduction treatments at the pace and scale needed for California's forested landscapes.

    “The high costs of forest restoration and lack of markets for biomass therefore have posed major barriers to accomplishing mechanical fuels reduction treatments across the landscape at a pace and scale needed to achieve resiliency among California's forested landscapes.”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites [2] Taylor, M. (2018). Improving California’s Forest and Watershed Management.

      Not checked in the free run.

    • cites [4] North, 2012, Using fire to increase the scale, benefits, and future maintenance of fuels treatments, J. For. source
  • Classified as probably not a substantial claim. May combine two claims.

    Study design and conductnone given

    This study focused on biomass removal only and does not include costs of harvesting sawlogs.

    “This study focused on biomass removal only and does not include costs of harvesting sawlogs.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Study design and conductnone given

    Harvesting machinery used in this study matches what is used for standard ground-based harvesting by local operators in the Plumas National Forest area.

    “Harvesting machinery used in this study match what is used for standard groundbased harvesting by local operators in the Plumas National Forest area.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data

    Biomass outlets closer to supply sources can reduce both haul costs and production costs.

    “Additional takeaways include that biomass outlets closer to supply sources can reduce both haul costs and production costs”
    Quote in the paperSubstantial claim
    • Rests on an assumption: Honey Lake Power is a primary outlet for biomass material from the Plumas National Forest, but harvest sites can be more than 60 miles (97 km) haul distance from the facility.
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    Local wood utilization campuses can play a key role in supporting forest restoration.

    “local wood utilization campuses can play a key role in supporting forest restoration.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Widespread high-severity wildfire and insect-induced mortality have increased substantially, threatening California's critical watersheds, carbon stores, recreation opportunities, and other ecosystem services.

    “Widespread high-severity wildfire and insect-induced mortality have increased substantially, threatening California's critical watersheds, carbon stores, recreation opportunities, and other ecosystem services the state's forestlands provide [4,5].”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites [4] North, 2012, Using fire to increase the scale, benefits, and future maintenance of fuels treatments, J. For. source
    • cites [5] Christensen, G.A., Waddell, K.L., Stanton, S.M., and Kuegler, O. (2016). California’s Forest Resources: Forest Inventory and Analysis, 2001–2010 (General Technical Report PNW-GTR-913). source
  • May combine two claims.

    Interpretationreasoning

    As a result of hand-thinning, the total time to complete the project increases, which stretches background costs such as road watering over a longer period of time and adds costs.

    “As a result, the total time to complete the project increases, which stretches background costs such as road watering over a longer period of timing and adding costs.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    The regional market in California for delivered biomass sourced from High Hazard Zones in 2018 was on average $59/BDT, and that is on the high end relative to markets for biomass material sourced from more profitable timber harvests on private land or from sawmill residues.

    “For comparison, the regional market in California for delivered biomass sourced from High Hazard Zones in 2018 was on average $59/BDT, and that is on the high end relative to markets for biomass material sourced from more profitable timber harvests on private land or from sawmill residues [13].”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [13] Aman, 2011, Productivity and Product Quality Measures for Chippers and Grinders on Operational Southern US Timber Harvests, Int. J. For. Eng. source
  • May combine two claims.

    Premisecitation

    USFS stewardship contracts and subsidies can help pay for restoration and lower costs to the contractor, but funding for this work is limited as it is often funded by grants, such as by forest health grants from CAL FIRE or the Sierra Nevada Conservancy.

    “USFS stewardship contracts and subsidies can help pay for restoration and lower costs to the contractor, but funding for this work is limited as it is often funded by grants, such as by forest health grants from CAL FIRE or the Sierra Nevada Conservancy [36].”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [36] McCann, H. (2020, October 20). Paying for Forest Health Projects. Available online: https://www.ppic.org/blog/paying-for-forest-health-projects/.

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning

    It is reasonable to expect higher costs in some instances, such as when sites are harder to access and hand crews are required due to sensitive species present.

    “It is reasonable to expect the higher costs in some instances, such as when sites are harder to access and hand crews are required due to sensitive species present, for example.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    A payment-for-ecosystem-services model has been implemented in Denver, Colorado, through the Forests to Faucet program, and in Santa Fe, New Mexico, through the Watershed Investment Program, both funded by local water agencies or water utility ratepayers.

    “This sort of model has been implemented in Denver, Colorado, through the Forests to Faucet program, and in Santa Fe, New Mexico, through the Watershed Investment Program, both funded by local water agency's or by water utility ratepayers [38,39].”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [38] (2020, December 02). Denver Water Watershed Protection & Management. Available online: https://www.denverwater.org/your-water/water-supply-and-planning/watershed-protection-and-management.

      Not checked in the free run.

    • cites [39] (2020, December 02). City of Santa Fe Municipal Watershed Plan, Available online: https://www.santafenm.gov/municipal_watershed_plan.

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Costs can be allocated to either sawlog or biomass removal functions depending on the type of work being performed.

    “Costs can therefore be allocated to either sawlog or biomass removal functions depending on the type of work being performed [10,27].”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [10] Puttock, 1995, Estimating cost for integrated harvesting and related forest management activities, Biomass Bioenergy source
    • cites [27] Vitorelo, 2011, Productivity and cost of integrated harvesting for fuel reduction thinning in mixed-conifer forest, For. Prod. J. source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductreasoning

    This analysis does not model productivity changes in the feller-buncher if it is cutting both sawlogs and biomass versus biomass only.

    “This analysis does not model productivity changes in the feller-buncher if it is cutting both sawlogs and biomass versus biomass only, but the change in unit production costs should be minimal because regardless of if sawlogs are also cut, since each machine cycle is dedicated to only sawlogs or biomass.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisereasoning

    Factors contributing to the range of stump-to-truck costs primarily include silvicultural prescription and distance to biomass facility, as haul distance affects chipper or grinder utilization rate due to wait time between chip hauls.

    “Factors contributing to this range of costs primarily include silvicultural prescription and distance to biomass facility (as haul distance affects the chipper or grinder utilization rate due to wait time between chip hauls); all studies found system balancing, or reducing operational delays due to long wait times, to improve productivity of harvesting and lower production costs.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    A larger investment in the landscape is needed to ensure California can achieve the one million acres per year target identified by Region 5 of the USFS.

    “Thus, results from this study make clear that a larger investment in the landscape is needed to ensure California can achieve the”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    The Plumas National Forest has the highest number of IRTC and IRSC contracts awarded among all National Forests in California, suggesting a higher potential for USFS subsidy to pay contractors to remove biomass, allowing Crescent Mills to pay on the lower range of estimated costs for feedstock.

    “Fortunately for the Crescent Mills Campus, the Plumas National Forest has the highest number of IRTC and IRSC contracts awarded among all National Forests in California, suggesting a higher potential for USFS subsidy to pay contractors to remove biomass, allowing Crescent Mills to pay on the lower range of estimated costs for feedstock [40].”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [40] Darlington, C., and Stevenson, C. (2020). An Overview of US Forest Service Contracting Practices in California: Produced for the California Forest Management Task Force, CLERE, Inc.

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    CAL FIRE's forest health grant programs are funded by the state's California Climate Investment funds, which has not been renewed for the 2020/2021 funding cycle, therefore grant subsidies for biomass removal on federal land cannot always be counted on.

    “CAL FIRE's forest health grant programs are funded by the state's California Climate Investment funds, which has not been renewed for the 2020/2021 funding cycle, therefore grant subsidies for biomass removal on federal land cannot always be counted on.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [36] McCann, H. (2020, October 20). Paying for Forest Health Projects. Available online: https://www.ppic.org/blog/paying-for-forest-health-projects/.

      Not checked in the free run.

  • Classified as probably not a substantial claim.

    Interpretationreasoning

    The change in unit production costs from feller-buncher cutting both sawlogs and biomass versus biomass only should be minimal.

    “This analysis does not model productivity changes in the feller-buncher if it is cutting both sawlogs and biomass versus biomass only, but the change in unit production costs should be minimal because regardless of if sawlogs are also cut, since each machine cycle is dedicated to only sawlogs or biomass.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationcitation

    This model and these results are site-and case-specific; the costs of harvesting, chipping, and hauling biomass can vary based on harvesting system, machine types, site conditions, silvicultural prescription, skidding distance, and haul distance to a facility.

    “That said, this model and these results are siteand case-specific; the costs of harvesting, chipping, and hauling biomass can vary based on a wide variety of factors, including harvesting system, machine types, site conditions, silvicultural prescription, skidding distance, and haul distance to a facility [25,34].”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites [25] Pan, 2008, Production and cost of harvesting, processing, and transporting small-diameter (≤5 inches) trees for energy, For. Prod. J.

      Not checked in the free run.

    • cites [34] Conway, S. (1976). Logging Practices: Principles of Timber Harvesting Systems, Miller Freeman Publications, Inc.. Revised.

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisereasoning

    All studies found system balancing, or reducing operational delays due to long wait times, to improve productivity of harvesting and lower production costs.

    “Factors contributing to this range of costs primarily include silvicultural prescription and distance to biomass facility (as haul distance affects the chipper or grinder utilization rate due to wait time between chip hauls); all studies found system balancing, or reducing operational delays due to long wait times, to improve productivity of harvesting and lower production costs.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data

    Handfalling and use of a chainsaw drastically lowers harvesting productivity and therefore increases unit production costs.

    “Handfalling and use of a chainsaw drastically lowers the harvesting productivity and therefore increases the unit production costs (see Table 5).”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).

    Interpretationcitation

    Development of community-scale wood utilization campuses represents an opportunity to promote rural economic development in forested communities that are still struggling to recover from the decline of the timber industry.

    “Development of community-scale wood utilization campuses also represents an opportunity to promote rural economic development in forested communities that are still struggling to recover from the decline of the timber industry [22,26].”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [22] Kusel, J., Goulette, N., and Swezy, C. (2017). Economic Development and Wood Utilization in Rural California Communities: A Need and an Opportunity, Sierra Institute for Community and Environment.

      Not checked in the free run.

    • cites [26] Crandall, 2017, The potential rural development impacts of utilizing non-merchantable forest biomass, For. Policy Econ. source
  • Classified as probably not a substantial claim.

    Interpretationnone given

    A few dollars of savings in unit production costs for harvesting and chipping biomass in the woods is trivial relative to the overall high costs of most forest restoration projects.

    “However, a few dollars of savings in unit production costs for harvesting and chipping biomass in the woods is trivial relative to the overall high costs of most forest restoration projects.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Jared Pew, Zack Pew, Karl Baumann, and Austin Finster supported the authors in ground-truthing inputs to the model used to estimate costs.

    “Jared Pew, Zack Pew, Karl Baumann, and Austin Finster supported authors in ground-truthing inputs to the model used to estimate costs, and Geoff Newsted of Plumas National Forest provided cruise data for harvest sites used in this study.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    Involvement of local contractors and operators in forest collaborative groups and in more regional conversations on these issues will help close the gap between wood utilization and forest restoration.

    “Thus, involvement of local contractors and operators in forest collaborative groups and in more regional conversations on these issues will not only help close the gap between wood utilization and forest restoration, but also could be an avenue for fostering buy-in and allowing for local communities that are still struggling to recover from the timber industry's decline to re-gain trust in federal”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Geoff Newsted of Plumas National Forest provided cruise data for harvest sites used in this study.

    “Jared Pew, Zack Pew, Karl Baumann, and Austin Finster supported authors in ground-truthing inputs to the model used to estimate costs, and Geoff Newsted of Plumas National Forest provided cruise data for harvest sites used in this study.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning

    The Crescent Mills Campus is an ideal alternative for disposing of biomass removed from the landscape under USFS restoration projects.

    “The Crescent Mills Campus, for example, is situated amongst a vast amount of USFS land, with some areas more than 70 miles (113 km) from the closest biomass power facility that accepts biomass material, making it an ideal alternative for disposing of biomass removed from the landscape under USFS restoration projects.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    Local, community-scale wood utilization campuses will be important in supporting increased forest restoration in many areas given their central location close to supply.

    “Finally, local, community-scale wood utilization campuses will be important in supporting increased forest restoration in many areas given their central location close to supply.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    Wood utilization campuses can benefit both the local forestland and community.

    “Wood utilization campuses can therefore benefit both the local forestland and community, a refreshing approach that challenges the”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing). May combine two claims.

    Interpretationreasoning

    Involvement of local contractors and operators in forest collaborative groups and in more regional conversations could be an avenue for fostering buy-in and allowing for local communities that are still struggling to recover from the timber industry's decline to re-gain trust in federal forest management.

    “Thus, involvement of local contractors and operators in forest collaborative groups and in more regional conversations on these issues will not only help close the gap between wood utilization and forest restoration, but also could be an avenue for fostering buy-in and allowing for local communities that are still struggling to recover from the timber industry's decline to re-gain trust in federal”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    Local integrated wood products campuses close to harvest sites could play an important role in reducing biomass haul costs, increasing efficiencies of in-woods chipping, and ensuring utilization of biomass from USFS restoration projects.

    “Local integrated wood products campuses close to harvest sites could therefore play an important role in reducing biomass haul costs, increased efficiencies of in-woods chipping, and therefore ensuring utilization of biomass from USFS restoration projects.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Interpretationreasoning

    The Crescent Mills Campus should anticipate paying, at the very least, $71/BDT for biomass to ensure material sourced from federal forest restoration projects makes its way to the site while considering necessary profit, overhead, and contingency to the contractor.

    “Thus, the Crescent Mills Campus should anticipate paying, at the very least, $71/BDT for biomass to ensure material sourced from federal forest restoration projects makes its way to the site while considering necessary profit, overhead, and contingency to the contractor.”
    Quote in the paperSubstantial claim
51 of 51
  • The paper relies on this without support.

    Contractors view biomass removal as a net cost rather than a net benefit, resulting in biomass removal often being deemed optional under standard USFS timber sale contracts.

    “Contractors view biomass removal as a net cost rather than a net benefit, resulting in biomass removal often being deemed as optional under standard USFS timber sale contracts.”
  • The paper relies on this without support.

    There is little evidence to conclude that BioRAM facilities are utilizing feedstock directly from forest health projects on USFS land where fuels reduction is the primary objective.

    “Additionally, there is little evidence to conclude that BioRAM facilities are utilizing feedstock directly from forest health projects on USFS land where fuels reduction is the primary objective.”
  • The paper relies on this without support.

    No other studies have quantified forest restoration costs on USFS land based on harvesting systems utilized by local operators, a range of typical harvesting scenarios, and specific haul distances to nearby biomass facilities in this region as well as a comparison of haul costs between various facilities.

    “This study is unique because no other studies have quantified forest restoration costs on USFS land based on harvesting systems utilized by local operators, a range of typical harvesting scenarios, and specific haul distances to nearby biomass facilities in this region as well as a comparison of haul costs between various facilities.”
  • The paper relies on this without support.

    Honey Lake Power is a primary outlet for biomass material from the Plumas National Forest, but harvest sites can be more than 60 miles (97 km) haul distance from the facility.

    “For example, Honey Lake Power, located in Wendel, CA, is a primary outlet for biomass material from the Plumas National Forest, but harvest sites can be more than 60 miles (97 km) haul distance from the facility.”
  • The paper relies on this without support.

    Some areas of National Forest may not contain enough merchantable timber to warrant an integrated sawtimber and biomass harvest.

    “Furthermore, some areas of National Forest may not even contain enough merchantable timber to warrant an integrated sawtimber and biomass harvest.”
  • The paper relies on this without support.

    The Lassen National Forest was able to sell projects with a biomass component of up to 25% of the total volume removed as of 2016 due to established biomass outlets at Burney Forest Power and Honey Lake Power.

    “For example, the Lassen National Forest was able to sell projects with a biomass component of up to 25% of the total volume removed as of 2016 due to established biomass outlets at Burney Forest Power and Honey Lake Power.”
  • The authors state this as an assumption.

    Road construction costs are assumed to be paid for by the USFS.

    “Road construction costs were not included in this analysis and are assumed to be paid for by the USFS”
  • The authors state this as an assumption.

    Cost models assume a consistent average skidding distance.

    “Cost models rely on several specific assumptions, such as a consistent average skidding distance and that the estimates for total biomass in USFS cruise reports is accurate”
  • The authors state this as an assumption.

    Cost models assume that estimates for total biomass in USFS cruise reports are accurate.

    “Cost models rely on several specific assumptions, such as a consistent average skidding distance and that the estimates for total biomass in USFS cruise reports is accurate”
  • The authors state this as an assumption.

    The cost values assume no subsidy from the USFS.

    “These values do not include contractor overhead, profit, or contingency, and they assume no subsidy from the USFS (which is typical under Integrated Resource Service Contracts where the contractor is paid per acre to cut and remove material).”
  • The paper relies on this without support.

    The two primary outlets for biomass from the Plumas National Forest are Honey Lake Power in Wendel and Loyalton Biomass in Loyalton.

    “The two primary outlets for biomass from the Plumas National Forest are Honey Lake Power in Wendel and Loyalton Biomass in Loyalton.”
  • The paper relies on this without support.

    There are few studies in the scientific literature that quantify treatment and biomass haul costs for fuels reduction on mixed-conifer forest stands of California under USFS management.

    “There are few studies in the scientific literature that quantify treatment and biomass haul costs for fuels reduction on mixed-conifer forest stands of California under USFS management, and this study sought to broaden knowledge in the literature of forest restoration costs in this context.”
  • The authors state this as an assumption.

    Integrated harvesting assumes that the local sawmill is purchasing green logs from federal land and not just prioritizing timber from its own privately-owned land or from post-wildfire salvage projects.

    “Furthermore, integrated harvesting assumes the local sawmill is purchasing green logs from federal land and not just prioritizing timber from its own privately-owned land or from post-wildfire salvage projects.”
  • The paper relies on this without support.

    No other studies have quantified regionally-specific forest restoration costs on USFS land based on harvesting systems utilized by local operators, a range of typical harvesting scenarios, and specific haul distances to nearby biomass facilities as well as a comparison of haul costs between various facilities.

    “No other studies have quantified regionally-specific forest restoration costs on USFS land based on harvesting systems utilized by local operators, a range of typical harvesting scenarios, and specific haul distances to nearby biomass facilities as well as a comparison of haul costs between various facilities.”
14 of 14

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

Each contradiction between two passages listed here was confirmed by an independent check.

  • Chipper unit costs differ between the discussion and Table 6

    Major

    The discussion gives average chipper costs of $9.24/BDT for Crescent Mills and $15.21/BDT for BioRAM, while Table 6 reports $9.31/BDT and $16.61/BDT for those same destinations and utilization rates.

1 of 1

Cites

Flagged first, then by citations

2 of the 18 references couldn’t be matched to a known paper.

Research works printed but not linked: 2

  1. Pan, 2008, Production and cost of harvesting, processing, and transporting small-diameter (≤5 inches) trees for energy, For. Prod. J., 58, 47
  2. Greenwalt, 2009, Protecting the City’s Water: Designing a Payment for Ecosystem Services Program, Nat. Resour. Environ., 24, 9

Cited by

Sorted by citations

Authors
Swezy, C., Bailey, J., & Chung, W.
Affiliations
Oregon State University (US)
Corresponding author
Swezy, Camille
Venue
Energies
Publisher
MDPI AG
Published
2021-05-08
Volume
14
Issue
9
Pages
2696
ISSN
1996-1073 (ISSN-L)
OpenAlex
W3161865139
Cited by
11
References
18
Citations by year
2026: 2 · 2025: 3 · 2024: 2 · 2023: 3 · 2021: 1
FWCI
0.73
Type
journal article
Language
en
Open access
Locations
  • Energies (publishedVersion, cc-by)
  • RePEc: Research Papers in Economics (submittedVersion)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
Topics
  • Physical Sciences › Engineering › Mechanics of Materials › Forest Biomass Utilization and Management
  • Physical Sciences › Environmental Science › Global and Planetary Change › Forest Management and Policy
  • Life Sciences › Agricultural and Biological Sciences › Forestry › Agricultural and Food Sciences
Keywords
forest restoration, biomass prices, fuel reduction, northern Sierra Nevada, U.S. Forest Service, wood utilization, silvicultural prescriptions, mechanical harvesting, economic threshold, biomass market, forest management

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-23.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-23.

Cited sources are checked by gpt-6-sol.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review