1
|
Wood CM, Klinck H, Gustafson M, Keane JJ, Sawyer SC, Gutiérrez RJ, Peery MZ. Using the ecological significance of animal vocalizations to improve inference in acoustic monitoring programs. CONSERVATION BIOLOGY : THE JOURNAL OF THE SOCIETY FOR CONSERVATION BIOLOGY 2021; 35:336-345. [PMID: 32297668 DOI: 10.1111/cobi.13516] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/20/2019] [Revised: 02/25/2020] [Accepted: 04/10/2020] [Indexed: 05/19/2023]
Abstract
Recent bioacoustic advances have facilitated large-scale population monitoring for acoustically active species. Animal sounds, however, can of information that is underutilized in typical approaches to passive acoustic monitoring (PAM) that treat sounds simply as detections. We developed 3 methods of extracting additional ecological detail from acoustic data that are applicable to a broad range of acoustically active species. We conducted landscape-scale passive acoustic surveys of a declining owl species and an invasive congeneric competitor in California. We then used sex-specific vocalization frequency to inform multistate occupancy models; call rates at occupied sites to characterize interactions with interspecific competitors and assess habitat quality; and a flexible multivariate approach to differentiate individuals based on vocal characteristics. The multistate occupancy models yielded novel estimates of breeding status occupancy rates that were more robust to false detections and captured known habitat associations more consistently than single-state occupancy models agnostic to sex. Call rate was related to the presence of a competitor but not habitat quality and thus could constitute a useful behavioral metric for interactions that are challenging to detect in an occupancy framework. Quantifying multivariate distance between groups of vocalizations provided a novel quantitative means of discriminating individuals with ≥20 vocalizations and a flexible tool for balancing type I and II errors. Therefore, it appears possible to estimate site turnover and demographic rates, rather than just occupancy metrics, in PAM programs. Our methods can be applied individually or in concert and are likely generalizable to many acoustically active species. As such, they are opportunities to improve inferences from PAM data and thus benefit conservation.
Collapse
Affiliation(s)
- Connor M Wood
- Department of Forest and Wildlife Ecology, University of Wisconsin-Madison, 1630 Linden Drive, 237 Russell Labs, Madison, WI, 53706, U.S.A
| | - Holger Klinck
- Bioacoustics Research Program, Cornell Lab of Ornithology, Cornell University, 159 Sapsucker Woods Road, Ithaca, NY, 14850, U.S.A
| | - Michaela Gustafson
- Department of Forest and Wildlife Ecology, University of Wisconsin-Madison, 1630 Linden Drive, 237 Russell Labs, Madison, WI, 53706, U.S.A
| | - John J Keane
- Pacific Southwest Research Station, USDA Forest Service, 800 Buchanan St, Albany, CA, 94710, U.S.A
| | - Sarah C Sawyer
- USDA Forest Service Region 5, 1323 Club Dr, Vallejo, CA, 94592, U.S.A
| | - R J Gutiérrez
- Department of Forest and Wildlife Ecology, University of Wisconsin-Madison, 1630 Linden Drive, 237 Russell Labs, Madison, WI, 53706, U.S.A
| | - M Zachariah Peery
- Department of Forest and Wildlife Ecology, University of Wisconsin-Madison, 1630 Linden Drive, 237 Russell Labs, Madison, WI, 53706, U.S.A
| |
Collapse
|
2
|
Restoration Treatments Improve Overstory Tree Resistance Attributes and Growth in a Ponderosa Pine/Douglas-Fir Forest. FORESTS 2020. [DOI: 10.3390/f11050574] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Research Highlights: This study provides much needed insight into the development of resistance to disturbance and growth dynamics of overstory trees in response to restoration-based fuel reduction, and will be useful to scientists and managers attempting to better grasp the relative merits of restoration treatment types. Background and Objectives: Restoration-based fuel reduction treatments are common in dry, fire-prone forests of the western United States. The primary objective of such treatments is to immediately reduce a stand’s crown fire hazard. However, the impact of these treatments on residual trees is relevant to assess their longevity and resistance to future disturbances. In this study, we evaluate the effects of restoration on retained overstory ponderosa pine (Pinus ponderosa Lawson & C. Lawson) and Douglas-fir (Pseudotsuga menziesii (Mirb.) Franco) trees in western Montana, where treatments were experimentally implemented 13 years prior as part of the national Fire and Fire Surrogate study. Materials and Methods: We examined tree attributes in response to the following replicated treatments: thin-only, burn-only, thin + burn, and a no-action control. We analyzed three different tree attributes that confer resistance to common disturbances: height-to-diameter ratio (resistance to wind), bark thickness (resistance to surface fire), and growth efficiency (resistance to bark beetles). Results: Our models suggest that thinning (with or without burning) alters tree attributes relative to the control in a manner that may increase tree resistance to wind and snow breakage, surface fire, and biotic agents such as bark beetles. Further analysis of annual growth of ponderosa pine and Douglas-fir varied by treatment type: thinning-based restoration (thin-only and thin + burn) increased diameter growth for both species, crown length and width in ponderosa pine, and crown length in Douglas-fir relative to unthinned treatments. Burning (burn-only and thin + burn) did not significantly affect tree growth relative to unburned treatments. Conclusions: While low-severity prescribed burning treatments are often used for restoration and have various ecosystem benefits, this study demonstrates that thinning (alone or in addition to burning) produces more measureable, beneficial results to overstory tree disturbance resistance metrics and growth.
Collapse
|
3
|
Barry AM, Hagar JC, Rivers JW. Use of created snags by cavity-nesting birds across 25 years. J Wildl Manage 2018. [DOI: 10.1002/jwmg.21489] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Amy M. Barry
- Department of Forest Ecosystems and Society; Oregon State University; 321 Richardson Hall Corvallis OR 97331 USA
| | - Joan C. Hagar
- U.S. Geological Survey; Forest and Rangeland Ecosystem Science Center; 3200 S.W. Jefferson Way Corvallis OR 97331 USA
| | - James W. Rivers
- Department of Forest Ecosystems and Society; Oregon State University; 321 Richardson Hall Corvallis OR 97331 USA
| |
Collapse
|
4
|
Diggins CA, Kelly CA, Ford WM. Atypical Den Use of Carolina Northern Flying Squirrels ( Glaucomys sabrinus coloratus) in the Southern Appalachian Mountains. SOUTHEAST NAT 2015. [DOI: 10.1656/058.014.0303] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
|
5
|
Wiens JD, Anthony RG, Forsman ED. Competitive interactions and resource partitioning between northern spotted owls and barred owls in western Oregon. WILDLIFE MONOGRAPHS 2014. [DOI: 10.1002/wmon.1009] [Citation(s) in RCA: 85] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Affiliation(s)
- J. David Wiens
- U.S. Geological Survey Forest and Rangeland Ecosystem Science Center; Department of Fisheries and Wildlife; Oregon Cooperative Fish and Wildlife Research Unit; Oregon State University; 3200 SW Jefferson Way Corvallis OR 97331 USA
| | - Robert G. Anthony
- Department of Fisheries and Wildlife; Oregon Cooperative Fish and Wildlife Research Unit; Oregon State University; Corvallis OR 97331 USA
| | - Eric D. Forsman
- USDA Forest Service; Pacific Northwest Research Station; Forestry Sciences Laboratory; Corvallis OR 97331 USA
| |
Collapse
|
6
|
Suzuki K, Yanagawa H. Efficient placement of nest boxes for Siberian flying squirrelsPteromys volans: effects of cavity density and nest box installation height. WILDLIFE BIOLOGY 2013. [DOI: 10.2981/12-048] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/01/2022]
|
7
|
Ramos-Lara N, Koprowski JL, Swann DE. Nest-site characteristics of the montane endemic Mearns's squirrel ( Tamiasciurus mearnsi): an obligate cavity-nester? J Mammal 2013. [DOI: 10.1644/12-mamm-a-113.1] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
|
8
|
Lutz JA, Larson AJ, Swanson ME, Freund JA. Ecological importance of large-diameter trees in a temperate mixed-conifer forest. PLoS One 2012; 7:e36131. [PMID: 22567132 PMCID: PMC3342248 DOI: 10.1371/journal.pone.0036131] [Citation(s) in RCA: 149] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2012] [Accepted: 03/28/2012] [Indexed: 11/19/2022] Open
Abstract
Large-diameter trees dominate the structure, dynamics and function of many temperate and tropical forests. Although both scaling theory and competition theory make predictions about the relative composition and spatial patterns of large-diameter trees compared to smaller diameter trees, these predictions are rarely tested. We established a 25.6 ha permanent plot within which we tagged and mapped all trees ≥1 cm dbh, all snags ≥10 cm dbh, and all shrub patches ≥2 m2. We sampled downed woody debris, litter, and duff with line intercept transects. Aboveground live biomass of the 23 woody species was 507.9 Mg/ha, of which 503.8 Mg/ha was trees (SD = 114.3 Mg/ha) and 4.1 Mg/ha was shrubs. Aboveground live and dead biomass was 652.0 Mg/ha. Large-diameter trees comprised 1.4% of individuals but 49.4% of biomass, with biomass dominated by Abies concolor and Pinus lambertiana (93.0% of tree biomass). The large-diameter component dominated the biomass of snags (59.5%) and contributed significantly to that of woody debris (36.6%). Traditional scaling theory was not a good model for either the relationship between tree radii and tree abundance or tree biomass. Spatial patterning of large-diameter trees of the three most abundant species differed from that of small-diameter conspecifics. For A. concolor and P. lambertiana, as well as all trees pooled, large-diameter and small-diameter trees were spatially segregated through inter-tree distances <10 m. Competition alone was insufficient to explain the spatial patterns of large-diameter trees and spatial relationships between large-diameter and small-diameter trees. Long-term observations may reveal regulation of forest biomass and spatial structure by fire, wind, pathogens, and insects in Sierra Nevada mixed-conifer forests. Sustaining ecosystem functions such as carbon storage or provision of specialist species habitat will likely require different management strategies when the functions are performed primarily by a few large trees as opposed to many smaller trees.
Collapse
Affiliation(s)
- James A Lutz
- College of the Environment, University of Washington, Seattle, Washington, United States of America.
| | | | | | | |
Collapse
|
9
|
Patterson JEH. Nest Site Characteristics and Nest Tree use by Northern Flying Squirrels (Glaucomys sabrinus) in Southwestern Alberta, Canada. NORTHWEST SCIENCE 2012. [DOI: 10.3955/046.086.0206] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
|
10
|
Grijalva MJ, Suarez-Davalos V, Villacis AG, Ocaña-Mayorga S, Dangles O. Ecological factors related to the widespread distribution of sylvatic Rhodnius ecuadoriensis populations in southern Ecuador. Parasit Vectors 2012; 5:17. [PMID: 22243930 PMCID: PMC3282634 DOI: 10.1186/1756-3305-5-17] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2011] [Accepted: 01/13/2012] [Indexed: 11/16/2022] Open
Abstract
Background Chagas disease transmission risk is a function of the presence of triatomines in domestic habitats. Rhodnius ecuadoriensis is one of the main vectors implicated in transmission of Trypanosoma cruzi in Ecuador. This triatomine species is present in domestic, peridomestic and sylvatic habitats in the country. To determine the distribution of sylvatic populations of R. ecuadoriensis and the factors related to this distribution, triatomine searches were conducted between 2005 and 2009 in southern Ecuador. Methods Manual triatomine searches were conducted by skilled bug collectors in 23 communities. Sylvatic searched sites were selected by a) directed sampling, where microhabitats were selected by the searchers and b) random sampling, where sampling points where randomly generated. Domiciliary triatomine searches were conducted using the one man-hour method. Natural trypanosome infection was determined by microscopic examination and PCR. Generalized linear models were used to test the effect of environmental factors on the presence of sylvatic triatomines. Results In total, 1,923 sylvatic individuals were collected representing a sampling effort of 751 man-hours. Collected sylvatic triatomines were associated with mammal and bird nests. The 1,219 sampled nests presented an infestation index of 11.9%, a crowding of 13 bugs per infested nest, and a colonization of 80% of the nests. Triatomine abundance was significantly higher in squirrel (Sciurus stramineus) nests located above five meters from ground level and close to the houses. In addition, 8.5% of the 820 examined houses in the same localities were infested with triatomines. There was a significant correlation between R. ecuadoriensis infestation rates found in sylvatic and synanthropic environments within communities (p = 0.012). Parasitological analysis revealed that 64.7% and 15.7% of the sylvatic bugs examined (n = 300) were infected with Trypanosoma cruzi and T. rangeli respectively, and 8% of the bugs presented mixed infections. Conclusions The wide distribution of sylvatic R. ecuadoriensis populations may jeopardize the effectiveness of control campaigns conducted to eliminate domestic populations of this species. Also, the high T. cruzi infection rates found in sylvatic R. ecuadoriensis populations in southern Ecuador could constitute a risk for house re-infestation and persistent long-term Chagas disease transmission in the region.
Collapse
Affiliation(s)
- Mario J Grijalva
- Tropical Disease Institute, Department of Biomedical Sciences, Heritage College of Osteopathic Medicine, Ohio University, Athens, OH, USA.
| | | | | | | | | |
Collapse
|
11
|
Suzuki K, Mori S, Yanagawa H. Detecting Nesting Trees of Siberian Flying Squirrels (Pteromys volans) Using Their Feces. MAMMAL STUDY 2011. [DOI: 10.3106/041.036.0201] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
|
12
|
Smith JR, Vuren DHV, Kelt DA, Johnson ML. Spatial Organization of Northern Flying Squirrels,Glaucomys sabrinus: Territoriality in Females? WEST N AM NATURALIST 2011. [DOI: 10.3398/064.071.0107] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
|
13
|
A preliminary survey on nest cavity use by Siberian flying squirrels, Pteromys volans orii, in forests of Hokkaido Island, Japan. RUSSIAN JOURNAL OF THERIOLOGY 2011. [DOI: 10.15298/rusjtheriol.09.1.04] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
|
14
|
Goldingay RL. Characteristics of tree hollows used by Australian arboreal and scansorial mammals. AUST J ZOOL 2011. [DOI: 10.1071/zo11081] [Citation(s) in RCA: 44] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
Many species of non-flying mammal depend on tree hollows (cavities or holes) for shelter and survival. I reviewed the published literature on tree hollow use by Australian non-flying arboreal and scansorial mammals to provide a synthesis of tree hollow requirements, to identify gaps in knowledge and to stimulate future research that may improve the management of these species. The use of hollows was described in some detail for 18 of 42 hollow-using species. Most information was for possums and gliding possums, whereas dasyurid marsupials and rodents were largely neglected. The paucity of data for many species must be addressed because it represents an impediment to their conservation. Hollow abundance appears to be the primary determinant of tree preferences. This accounts for the frequent use of standing dead trees by most species. Most hollow-bearing trees used as dens were at least 100 years of age. Further studies that describe the dynamic processes that govern the availability of tree hollows are needed. The few studies that document attrition of hollow-bearing trees suggest that land managers need to improve strategies for the effective retention and long-term replacement of these trees.
Collapse
|
15
|
Pyare S, Smith WP, Shanley CS. Den use and selection by northern flying squirrels in fragmented landscapes. J Mammal 2010. [DOI: 10.1644/09-mamm-a-179.1] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
|
16
|
Crane MJ, Lindenmayer DB, Cunningham RB. The use of den trees by the squirrel glider (Petaurus norfolcensis) in temperate Australian woodlands. AUST J ZOOL 2010. [DOI: 10.1071/zo09070] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
Effective conservation relies on understanding the biology of particular species and how they use key resources. For many arboreal mammals, tree hollows are a key den site. We examined the use of tree hollows by the squirrel glider (Petaurus norfolcensis) in south-eastern Australia. Over a five-month study, individual squirrel gliders used multiple hollow trees (average = 7) as den sites. Den sites were often adjacent to areas where nocturnal activities took place. The average distance between den sites used by individual gliders on successive days was 218 m. Dens were often shared by an adult pair and a juvenile. Den trees were disproportionably used, with gliders showing preference for 1–2 primary den trees often located on steep slopes. Our findings have implications for the number and spatial arrangement of den trees needed to promote the conservation of populations of the squirrel glider, particularly where land is used for agriculture and livestock grazing.
Collapse
|
17
|
Resource Selection Habitat Model for Northern Flying Squirrels in the Black Hills, South Dakota. AMERICAN MIDLAND NATURALIST 2009. [DOI: 10.1674/0003-0031-162.2.356] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
|
18
|
Nakama S, Yanagawa H. Characteristics of Tree Cavities Used byPteromys Volans Oriiin Winter. MAMMAL STUDY 2009. [DOI: 10.3106/041.034.0305] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
|
19
|
Summer Nest Tree Use by Northern Flying Squirrels in the Black Hills, South Dakota. AMERICAN MIDLAND NATURALIST 2009. [DOI: 10.1674/0003-0031-162.1.98] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
|
20
|
Hough MJ, Dieter CD. Home Range and Habitat Use of Northern Flying Squirrels in the Black Hills, South Dakota. AMERICAN MIDLAND NATURALIST 2009. [DOI: 10.1674/0003-0031-162.1.112] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
|
21
|
Shafique CM, Barkati S, Oshida T, Ando M. Comparison of nest trees of two sympatric flying squirrel species in northern Pakistan. Mamm Biol 2009. [DOI: 10.1016/j.mambio.2009.01.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
|
22
|
Wilson JA, Kelt DA, Van Vuren DH. Home Range and Activity of Northern Flying Squirrels (Glaucomys sabrinus) in the Sierra Nevada. SOUTHWEST NAT 2008. [DOI: 10.1894/0038-4909(2008)53[21:hraaon]2.0.co;2] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
|
23
|
|
24
|
|
25
|
|
26
|
Lehmkuhl JF, Kistler KD, Begley JS, Boulanger J. Demography of northern flying squirrels informs ecosystem management of western interior forests. ECOLOGICAL APPLICATIONS : A PUBLICATION OF THE ECOLOGICAL SOCIETY OF AMERICA 2006; 16:584-600. [PMID: 16711046 DOI: 10.1890/1051-0761(2006)016[0584:donfsi]2.0.co;2] [Citation(s) in RCA: 33] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/09/2023]
Abstract
We studied northern flying squirrel (Glaucomys sabrinus) demography in the eastern Washington Cascade Range to test hypotheses about regional and local abundance patterns and to inform managers of the possible effects of fire and fuels management on flying squirrels. We quantified habitat characteristics and squirrel density, population trends, and demography in three typical forest cover types over a four-year period. We had 2034 captures of flying squirrels over 41 000 trap nights from 1997 through 2000 and marked 879 squirrels for mark-recapture population analysis. Ponderosa pine (Pinus ponderosa) forest appeared to be poorer habitat for flying squirrels than young or mature mixed-conifer forest. About 35% fewer individuals were captured in open pine forest than in dry mixed-conifer Douglas-fir (Pseudotsuga menziesii) and grand fir (Abies grandis) forests. Home ranges were 85% larger in pine forest (4.6 ha) than in mixed-conifer forests (2.5 ha). Similarly, population density (Huggins estimator) in ponderosa pine forest was half (1.1 squirrels/ha) that of mixed-conifer forest (2.2 squirrels/ha). Tree canopy cover was the single best correlate of squirrel density (r = 0.77), with an apparent threshold of 55% canopy cover separating stands with low- from high-density populations. Pradel estimates of annual recruitment were lower in open pine (0.28) than in young (0.35) and mature (0.37) forest. High recruitment was most strongly associated with high understory plant species richness and truffle biomass. Annual survival rates ranged from 45% to 59% and did not vary among cover types. Survival was most strongly associated with understory species richness and forage lichen biomass. Maximum snow depth had a strong negative effect on survival. Rate of per capita increase showed a density-dependent response. Thinning and prescribed burning in ponderosa pine and dry mixed conifer forests to restore stable fire regimes and forest structure might reduce flying squirrel densities at stand levels by reducing forest canopy, woody debris, and the diversity or biomass of understory plants, truffles, and lichens. Those impacts might be ameliorated by patchy harvesting and the retention of large trees, woody debris, and mistletoe brooms. Negative stand-level impacts would be traded for increased resistance and resilience of dry-forest landscapes to now-common, large-scale stand replacement fires.
Collapse
Affiliation(s)
- John F Lehmkuhl
- U.S. Forest Service, Pacific Northwest Research Station, 1133 N. Western Avenue, Wenatchee, Washington 98801, USA.
| | | | | | | |
Collapse
|