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Price SJ, Kluender CR, Germino MJ, Rodhouse T. Reliability of satellite-based vegetation maps for planning wildfire-fuel treatments in shrub steppe: Inferences from two contrasting national parks. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2025; 387:125808. [PMID: 40414133 DOI: 10.1016/j.jenvman.2025.125808] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/26/2024] [Revised: 05/07/2025] [Accepted: 05/11/2025] [Indexed: 05/27/2025]
Abstract
Protecting habitat threatened by increasing wildfire size and frequency requires identifying the spatial intersection of wildfire behavior and ecological conditions that favor positive management outcomes. In the perennial sagebrush steppe of Western North America, invasions by fire-prone annual grasses are a key concern, and management of them requires reliable maps of vegetation cover, fuels, and wildfire behavior. We compared commonly used, publicly available vegetation cover and fuels maps, specifically the Rangeland Analysis Platform (RAP) and LANDFIRE, with field-based assessments at two U.S. National Parks dominated by sagebrush steppe: City of Rocks National Reserve and Craters of the Moon National Monument and Preserve. Plant-community composition and fuels measured at ∼1700 field locations spanning ∼300,000 ha revealed that 1) RAP generally underestimated each vegetation cover type where the cover was actually abundant, and conversely overestimated cover types where they were actually scarce, and 2) there was considerable disagreement in fuel-bed maps derived from LANDFIRE compared to field observations. As a result, there were substantial discrepancies in the spatial patterning of wildfire behavior estimated from the fire-spread model FLAMMAP when parameterized with LANDFIRE compared to field-based fuel-bed maps created from Random Forests models. Reliable maps of vegetation cover and fuel conditions are needed to help guide fuels and invasive species management, especially given recent increases in pre- and post-fire treatments in arid and semiarid landscapes. The costs associated with poorly informed fuel reduction may greatly exceed the costs of field-based vegetation and fuels inventory to inform effective design of vegetative fuels treatments.
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Affiliation(s)
- Samuel Jake Price
- US Geological Survey, Forest and Rangeland Ecosystem Science Center, Boise, Idaho, 83706, USA
| | - Chad R Kluender
- US Geological Survey, Forest and Rangeland Ecosystem Science Center, Boise, Idaho, 83706, USA
| | - Matthew J Germino
- US Geological Survey, Forest and Rangeland Ecosystem Science Center, Boise, Idaho, 83706, USA.
| | - Thomas Rodhouse
- National Park Service, Oregon State University-Cascades, 150 SW Chandler Ave., Bend, OR, 97702, USA
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Ager AA, Day MA, Aparício BA, Houtman R, Stinchfield A. Optimizing the implementation of a forest fuel break network. PLoS One 2023; 18:e0295392. [PMID: 38091301 PMCID: PMC10718465 DOI: 10.1371/journal.pone.0295392] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Accepted: 11/21/2023] [Indexed: 12/18/2023] Open
Abstract
Methods and models to design, prioritize and evaluate fuel break networks have potential application in many fire-prone ecosystems where major increases in fuel management investments are planned in response to growing incidence of wildfires. A key question facing managers is how to scale treatments into manageable project areas that meet operational and administrative constraints, and then prioritize their implementation over time to maximize fire management outcomes. We developed and tested a spatial modeling system to optimize the implementation of a proposed 3,538 km fuel break network and explore tradeoffs between two implementation strategies on a 0.5 million ha national forest in the western US. We segmented the network into 2,766 treatment units and used a spatial optimization model to compare linear versus radial project implementation geometries. We hypothesized that linear projects were more efficient at intercepting individual fire events over larger spatial domains, whereas radial projects conferred a higher level of network redundancy in terms of the length of the fuel break exposed to fires. We simulated implementation of the alternative project geometries and then examined fuel break-wildfire spatial interactions using a library of simulated fires developed in prior work. The results supported the hypothesis, with linear projects exhibiting substantially greater efficiency in terms of intercepting fires over larger areas, whereas radial projects had a higher interception length given a fire encountered a project. Adding economic objectives made it more difficult to obtain alternative project geometries, but substantially increased net revenue from harvested trees. We discuss how the model and results can be used to further understand decision tradeoffs and optimize the implementation of planned fuel break networks in conjunction with landscape conservation, protection, and restoration management in fire prone regions.
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Affiliation(s)
- Alan A. Ager
- USDA Forest Service, Rocky Mountain Research Station, Missoula Fire Sciences Lab, Missoula, Montana, United States of America
| | - Michelle A. Day
- USDA Forest Service, Rocky Mountain Research Station, Missoula Fire Sciences Lab, Missoula, Montana, United States of America
| | - Bruno A. Aparício
- International Visiting Scholar, USDA Forest Service, Rocky Mountain Research Station, Missoula Fire Sciences Lab, Missoula, Montana, United States of America
| | - Rachel Houtman
- USDA Forest Service, Rocky Mountain Research Station, Missoula Fire Sciences Lab, Missoula, Montana, United States of America
- Oregon State University, College of Forestry, Forest Ecosystems & Society, Corvallis, Oregon, United States of America
| | - Andrew Stinchfield
- USDA Forest Service, Umatilla National Forest, Pendleton, Oregon, United States of America
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Van Lanen NJ, Monroe AP, Aldridge CL. Living on the edge: Predicting songbird response to management and environmental changes across an ecotone. Ecol Evol 2023; 13:e10648. [PMID: 38020705 PMCID: PMC10646169 DOI: 10.1002/ece3.10648] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Accepted: 10/09/2023] [Indexed: 12/01/2023] Open
Abstract
Effective wildlife management requires robust information regarding population status, habitat requirements, and likely responses to changing resource conditions. Single-species management may inadequately conserve communities and result in undesired effects to non-target species. Thus, management can benefit from understanding habitat relationships for multiple species. Pinyon pine and juniper (Pinus spp. and Juniperus spp.) are expanding into sagebrush-dominated (Artemisia spp.) ecosystems within North America and mechanical removal of these trees is frequently conducted to restore sagebrush ecosystems and recover Greater Sage-grouse (Centrocercus urophasianus). However, pinyon-juniper removal effects on non-target species are poorly understood, and changing pinyon-juniper woodland dynamics, climate, and anthropogenic development may obscure conservation priorities. To better predict responses to changing resource conditions, evaluate non-target effects of pinyon-juniper removal, prioritize species for conservation, and inform species recovery within pinyon-juniper and sagebrush ecosystems, we modeled population trends and density-habitat relationships for four sagebrush-associated, four pinyon-juniper-associated, and three generalist songbird species with respect to these ecosystems. We fit hierarchical population models to point count data collected throughout the western United States from 2008 to 2020. We found regional population changes for 10 of 11 species investigated; 6 of which increased in the highest elevation region of our study. Our models indicate pinyon-juniper removal will benefit Brewer's Sparrow (Spizella breweri), Green-tailed Towhee (Pipilo chlorurus), and Sage Thrasher (Oreoscoptes montanus) densities. Conversely, we predict largest negative effects of pinyon-juniper removal for species occupying early successional pinyon-juniper woodlands: Bewick's Wren (Thryomanes bewickii), Black-throated Gray Warblers (Setophaga nigrescens), Gray Flycatcher (Empidonax wrightii), and Juniper Titmouse (Baeolophus ridgwayi). Our results highlight the importance of considering effects to non-target species before implementing large-scale habitat manipulations. Our modeling framework can help prioritize species and regions for conservation action, infer effects of management interventions and a changing environment on wildlife, and help land managers balance habitat requirements across ecosystems.
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Affiliation(s)
- Nicholas J. Van Lanen
- U.S. Geological Survey, Fort Collins Science CenterFort CollinsColoradoUSA
- Graduate Degree Program in Ecology, Colorado State UniversityFort CollinsColoradoUSA
- Bird Conservancy of the RockiesBrightonColoradoUSA
| | - Adrian P. Monroe
- U.S. Geological Survey, Fort Collins Science CenterFort CollinsColoradoUSA
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Maher AT, Quintana Ashwell NE, Tanaka JA, Ritten JP, Maczko KA. Financial barriers and opportunities for conservation adoption on U.S. rangelands: A region-wide, ranch-level economic assessment of NRCS-sponsored Greater Sage-grouse habitat conservation programs. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2023; 329:116420. [PMID: 36639312 DOI: 10.1016/j.jenvman.2022.116420] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Revised: 09/24/2022] [Accepted: 09/30/2022] [Indexed: 06/17/2023]
Abstract
Sagebrush ecosystems of the western U.S. support ranching livelihoods and imperiled populations of the Greater Sage-grouse (Centrocercus urophasianus). Incentive-based conservation such as cost-sharing is the primary tool used by the federal government to support conservation practices on rangelands in the U.S. Financial support for adopting specific prescribed grazing practices on private land has been supported through the U.S. Department of Agriculture Natural Resources Conservation Service (NRCS)-led Sage-Grouse Initiative (SGI), initiated in 2010 as an unparalleled private and public effort to conserve Greater Sage-grouse habitat. The purpose of this research was to provide an economic assessment of the impact of this conservation program on participating ranches. Representative ranch enterprise budgets and ranch economic models were created for this analysis for eleven NRCS Major Land Resource Areas where critical sage-grouse habitat exist, including parts of Idaho, Montana, Nevada, Oregon, Washington, and Wyoming. Results of the economic assessment showed that SGI/NRCS financial support alleviated the financial impact of conservation practice adoption, but negative financial impacts were estimated in some locations and more frequently for smaller ranches. Larger ranches were found to do better under these programs on average. Results demonstrate the important role of research and government financial support in removing financial barriers to conservation adoption on rangelands.
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Affiliation(s)
- Anna T Maher
- Department of Ecosystem Science and Management, University of Wyoming, 1000 E. University Ave, Laramie, WY, 82071, USA.
| | - Nicolas E Quintana Ashwell
- Department of Ecosystem Science and Management, University of Wyoming, 1000 E. University Ave, Laramie, WY, 82071, USA
| | - John A Tanaka
- Department of Ecosystem Science and Management, University of Wyoming, 1000 E. University Ave, Laramie, WY, 82071, USA
| | - John P Ritten
- Department of Agriculture and Applied Economics, University of Wyoming, 1000 E. University Ave, Laramie, WY, 82071, USA
| | - Kristie A Maczko
- Department of Ecosystem Science and Management, University of Wyoming, 1000 E. University Ave, Laramie, WY, 82071, USA; Sustainable Rangelands Roundtable, Fort Collins, CO, 80526, USA
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McGranahan DA, Wonkka CL. Fuel Properties of Effective Greenstrips in Simulated Cheatgrass Fires. ENVIRONMENTAL MANAGEMENT 2022; 70:319-328. [PMID: 35577981 DOI: 10.1007/s00267-022-01659-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/20/2021] [Accepted: 04/29/2022] [Indexed: 06/15/2023]
Abstract
Invasive annual grasses alter fire regime in steppe ecosystems, and subsequent trends toward larger, more frequent wildfires impacts iconic biodiversity. A common solution is to disrupt novel fuel beds comprising continuous swaths of invasive annual grasses with greenstrips-linear, human-maintained stands of less-flammable vegetation. But selecting effective native species is challenged by the fact that identifying the optimal combination of plant traits that interrupt wildfire spread is logistically difficult. We employed fire behavior simulation modeling to determine plant traits with high potential to slow fire spread in annual Bromus-dominated fuelbeds. We found species with low leaf:stem (fine:coarse) ratios and high live:dead fuel ratios to be most effective. Our approach helps isolate fuelbed characteristics that slow fire spread, providing a geographically-agnostic framework to scale plant traits to greenstrip effectiveness. This framework helps managers assess potential native species for greenstrips without needing logistically-difficult experimental assessments to determine how a species might affect fire behavior.
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Affiliation(s)
- Devan Allen McGranahan
- USDA Agricultural Research Service, Livestock & Range Research Laboratory, 243 Ft. Keogh Rd., Miles City, 59301, MT, USA.
| | - Carissa L Wonkka
- USDA Agricultural Research Service, Northern Plains Agricultural Research Laboratory, 1500 Central Ave., Sidney, 59270, MT, USA
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Smith JT, Allred BW, Boyd CS, Davies KW, Jones MO, Kleinhesselink AR, Maestas JD, Morford SL, Naugle DE. The elevational ascent and spread of exotic annual grass dominance in the Great Basin, USA. DIVERS DISTRIB 2021. [DOI: 10.1111/ddi.13440] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Affiliation(s)
- Joseph T. Smith
- Numerical Terradynamic Simulation Group University of Montana Missoula Montana USA
| | - Brady W. Allred
- Numerical Terradynamic Simulation Group University of Montana Missoula Montana USA
- W.A. Franke College of Forestry and Conservation University of Montana Missoula Montana USA
| | - Chad S. Boyd
- US Department of Agriculture Agricultural Research Service Burns Oregon USA
| | - Kirk W. Davies
- US Department of Agriculture Agricultural Research Service Burns Oregon USA
| | - Matthew O. Jones
- Numerical Terradynamic Simulation Group University of Montana Missoula Montana USA
| | | | - Jeremy D. Maestas
- US Department of Agriculture Natural Resources Conservation Service Portland Oregon USA
| | - Scott L. Morford
- Numerical Terradynamic Simulation Group University of Montana Missoula Montana USA
| | - David E. Naugle
- W.A. Franke College of Forestry and Conservation University of Montana Missoula Montana USA
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