Natural Resource Economics 352 Report on Reed Canyon (2009)

Valuing the Benefits of Ecosystem Services Generated by the Reed Canyon Restoration Project: 1999-2009

Prepared by: Lauren Bloomquist, Thomas Fenollosa, Lars Gustafson, Adrienne Lane, Kelsey Lucas, Claire Remington, Rachel Workin (Natural Resource Economics, Reed College, Fall 20091

Project supervised by:
Noelwah R. Netusil, Ph.D.
Stanley H. Cohn Professor of Economics
Reed College
(503) 517-7306
netusil@reed.edu

Date: December 18, 2009

Executive Summary

The Reed College Canyon is a 28-acre natural area located on the 116-acre Reed College campus in Southeast Portland, Oregon. An extensive restoration project was initiated in 1999 to remove a large concrete structure and invasive plant species. Access to the Reed Lake for anadromous species was improved when a fish ladder was built; an extensive planting program using native plant species has helped restore the canyon to a more natural state. To date, almost $500,000 of private contributions and government grants have been invested in the restoration project.

This report, a collaborative effort by students in the fall 2009 Natural Resource Economics class, evaluates and values the change in ecosystem services from restorating the Reed College Canyon. Ecosystem goods and services include: water quantity and quality, air quality, wildlife habitat and recreation. Values were generated using the benefit transfer technique, a well-established methodology that allows researchers to generate proxy values for environmental goods and services at a specific place they are interested in, called the study site, by transferring values from other valuation studies conducted at other sites, called the policy site--in our case the Reed College Canyon.

We conducted an extensive literature review to identify studies that would allow us to value the change in each ecosystem good or service generated by the restoration effort. Relevant research and estimates were identified for wildlife habitat and air quality, but no published studies were found linking changes in the conditions of riparian areas and the associated impacts on recreation. Our analysis found that the effects of the restoration project on water quality and quantity are likely swamped by larger hydrologic patterns of the Crystal Springs System, so the value attributed to that ecosystem service is inconclusive.

Our estimate of the value of wildlife habitat improvement due to the restoration project is approximately $15 million. This estimate is a result of increased property values within ¼ mile of the Reed Canyon. Air quality measurements for NO2, particulates and CO2, based on primary research, are all lower in proximity to the Reed Canyon. Studies relating pollution and health effects were used to value the reduction in NO2, particulates, and CO2 because of vegetation in the Reed Canyon. Recreation likely increased as a result of the restoration project, but no data are available to document this change. A study measuring the value of permanently preserving an area, such as the Reed Canyon, for recreation and related benefits was used to place a value on the existence of the canyon (both use and nonuse values).

It would be inappropriate to simply add up our estimates to arrive at an aggregate dollar value for the restoration project or for the Reed Canyon. Some ecosystem goods and services overlap-for example, the extensive planting effort has probably affected each ecosystem good or service. Additionally, some values cannot be estimated because the relevant literature does not exist; for example, there is limited literature examining the value of species listed under the Endangered Species Act (Coho, Bald Eagles, steelhead trout) that use the Reed College Canyon. Present calculations are minimum valuations of ecosystem services that do not indicate comprehensive restoration worth.

1. Introduction

Ecosystem services valuation can help answer the question: what are the most important and most valuable ecological areas for humans and why are they so valuable? This anthropocentric framework is used in this report to value the benefits generated by the restoration of the Reed College Canyon.

The valuation of ecosystem services is a potentially powerful tool. It asserts that "nonmarketed goods and services must be given standing on a par with marketed goods"(Bockstael et al. 2000, 1385). Put more simply, there are benefits we get from the environment that we never pay for directly. The tree canopy we pass under along the side of the road, and the serene locations we visit on vacation, are valuable even though few people ever explicitly pay a market-determined fee for those experiences.

There is growing interest in recognizing and measuring these nonmarket benefits in order to include them in the policymaking process. In Portland, the Bureau of Environmental Services (BES) is attempting to value the broader (nonmarket) societal benefits of new "green infrastructure" as part of its Grey to Green initiative (Entrix 2009). Reports conducted by ECONorthwest (2004, 2009) for the City of Portland Watershed Management Program and BES have estimated ecosystem values for a flood abatement project in the Lents area and for riparian and upland habitat in the East Buttes area of SE Portland.

The BES and ECONorthwest reports rely heavily on existing studies for their ecosystem valuations. This report uses a similar approach-benefit transfer-which relies on the numbers assigned to benefits from research done in one circumstance and applies those numbers to a similar ecosystem (Eshet et al. 2007). This project also includes new ecological data for the Reed Canyon, identifies shortcomings in current data availability, and identifies areas for future research .

The purpose of this report is to provide information on the ecosystem services provided by the Reed canyon with a specific focus on the benefits of restoration efforts undertaken between 1999-2009. There are a few features of the Reed Canyon that make the benefits of its ecosystem services important to understand. The canyon covers about one quarter of the campus and contributes greatly to the natural ethos of the college. The ongoing restoration efforts of the college underscore how greatly the Reed community values the canyon. The canyon also has some of the highest quality habitat in the Portland metropolitan area providing critical habitat for species listed under the Endangered Species Act.

This report starts with a history of the restoration efforts in the canyon. We then provide an overview of different techniques used to evaluate ecosystem services followed by an analysis and valuation of relevant ecosystem services: water quality and quantity, air quality, wildlife habitat, and recreation.

2. History of the Canyon

Reed College, located in Portland, Oregon, is nationally recognized for providing a rigorous academic program. Yet, according to Portland Parks and Wildlife, the campus is also the location of the highest quality terrestrial habitat in the Crystal Springs watershed and perhaps some of the purest water in Portland (Aldofson & Associates 2001, Zachariah Perry, November 25, 2009, meeting with Lauren Bloomquist and Rachel Workin). The 28-acre natural area, called the Reed Canyon, contains one of the headwaters of the Crystal Springs Creek: the spring-sourced Reed Lake and the Reed Creek (see Figure 1).

Figure 1: Reed College Campus and Reed College Canyon

Map of Reed College's campus with numbers indicating 11 locations.

Key: 1. Reed Lake; 2. Fish Ladder and Footbridge; 3. Ritmanis Pond; 4. Rivelli Farm Property; 5. Crystal Springs Lake; 6. Crystal Springs Rhododendron Gardens; 7. Gray Campus Center; 8. Physical Plant; 9. Eliot Hall; 10. Vollum College Center; 11. Hauser Library

Crystal Springs Creek feeds into the Johnson Creek one mile from its confluence with the Willamette River which then reaches the Columbia River and eventually the Pacific Ocean. Reed Lake has been identified by the Johnson Creek Basin Protection Plan as the only naturally occurring lake remaining in the inner city of Portland (Bureau of Planning and Sustainability 1991, cited by Reed College Canyon). This waterway is unobstructed and allows for the migration of steelhead trout and threatened Coho salmon, among other fish species, from the ocean to Reed Lake. Reed Lake serves as both a breeding ground and habitat. Over 80 species of birds and a variety of mammals, aquatic invertebrates, and amphibians also populate this riparian zone; a detailed list is available in Appendix C. Florally, the Canyon is characterized by a variety of both coniferous and deciduous species including aquatic and marshland plants, for example, Douglas fir, Red Alder, Skunk Cabbage, and Horsetail (Reed College Canyon). Appendix B provides a list of plant species, including weedy and invasive plants, that are found in the Canyon.

Early in Reed's history, poor management and the pervasive problem of invasive species degraded the environmental quality of the Reed Canyon. A pool built by the College in the 1930s diverted spring flow and blocked fish passage (see early pictures of the canyon in Appendix A). The area had a well-developed tree canopy, but there was regular burning for the purpose of land management that destroyed the Canyon's understory. Both the College and the surrounding areas used the Reed Canyon as a dumping ground for natural debris and trash. The lack of a trail system limited access to most parts of the area. Invasion by plants such as Himalayan blackberry, clematis, morning glory, and English ivy suppressed natural biodiversity and resulted in the domination of the area by a few species (Zachariah Perry, October 14, 2009, meeting with Rachel Workin and Lauren Bloomquist).

In 1999, alumna Laurel Wilking donated $35,000 specifically for the Reed Canyon, sparking the restoration project that continues today, ten years later. With the initial donation and approval from the Board of Trustees, two ecological consultants were hired to design an approximately one-million-dollar restoration plan for the Reed Canyon that met the qualifications of the Oregon Aquatic Habitat Restoration Guide. This program included strategies for filling in the swimming pool, constructing a fish ladder, removing invasive species, and diversifying vegetation (O'Connor and Smith 1999).

The restoration project fulfilled its initial goals; from 2000 to 2005, Reed made several one-time investments in the Canyon. These included the installation of the fish ladder, the removal of the swimming pool, the creation of a trail system, and the removal of the majority of the invasive species (Himalayan blackberry, English ivy, etc.). During this five-year period Zachariah Perry, Canyon Specialist, hired 20 students full-time over the summer and 40 students part-time during the school year. Presently, a student work crew continues the rehabilitation of the Reed Canyon by removing nonnative and invasive plants, revegetating the area with native plants, maintaining the trail system, removing hazards, clearing the fish ladder of debris, and ensuring that the Reed Canyon is kept safe for public use (Zachariah Perry, October 14, 2009, meeting with Rachel Workin and Lauren Bloomquist).

Since the restoration began, there have been noticeable increases in plant species diversity, new animal species, and overall improved environmental health (Zachariah Perry, October 14, 2009, meeting with Rachel Workin and Lauren Bloomquist). The Canyon is now regularly used recreationally by Reed students, staff, faculty, and nearby residents. Improved Canyon health has generated thesis and class projects in and about the Canyon. Additionally, younger students from public schools in the surrounding areas use the Canyon for educational purposes given its improved safety, trail systems, and full-time staff dedicated to caring for and learning about it.

In the near future, the restoration project will focus on restoring the Rivelli Farm Property, a 1.5-acre area located on the western edge of campus, to create breeding pools for amphibians (Reed College News Center 2007). Systems for improved data collection are also in the process of implementation, including the installation of a motion-activated camera at the fish ladder to record the species of fish and number of fish that pass through the canyon (Zachariah Perry, November 25, 2009).

Figure 2: Rivelli Farm Property (located on 28th Street on the far west side of campus)

Satellite view of Rivelli Farm with trees, grass, and roadways.

Shortly following the construction of the fish ladder, an Evolutionary Significant Unit of Coho salmon was listed as an endangered species (Office of Protected Resources). Since the construction of the fish ladder transformed the Reed Canyon into a possible breeding ground and habitat, the U.S. Fish and Wildlife Service retroactively provided funding for approximately half of the cost of the fish ladder in support of the project-a grant of around $77,000 (Zachariah Perry, October 14, 2009, meeting with Rachel Workin and Lauren Bloomquist).

The restoration project has also received financial support from local, state, and private organizations, including the Bureau of Environmental Services, the Oregon Watershed Enhancement Board, the Oregon State Weed Board, and the Bullitt Foundation (see Section 4.4.4). In addition, many individuals have earmarked donations specifically for the Canyon since Laurel Wilking's 1999 donation (David Frazee Johnson, November 20, 2009, e-mail message to Lauren Bloomquist). The restoration project has been incorporated into Reed's yearly budget since the project began, indicating the importance of the project to the Reed administration; in prior years, almost no funds or labor were dedicated to its upkeep (see Section 2.1). 

Beginning in the 1970s, a series of federal acts were passed that focused on environmental policy; several of them continue to affect and protect ecosystems, including the Reed Canyon. State, regional, and local protections act in conjunction with the federal acts to as safeguard the Canyon.

The stated purpose of the Endangered Species Act of 1973 is to provide a means whereby the ecosystems upon which endangered species and threatened species depend may be conserved (U.S. Congress 2002, 222). The act also defines critical habitat for threatened and endangered species as the specific areas within the geographical area occupied by the species (U.S. Congress 2002, 223). Coho and Chinook salmon are both listed as threatened species under federal status (Hennings 2006, Appendix 6). The Oregon Department of Fish and Wildlife lists Coho salmon as endangered (Wildlife Division). Because these species pass through the Crystal Springs on their way to the Pacific Ocean, the Reed Canyon is officially classified as critical habitat. Therefore, the ESA provides direct protections to the Reed Canyon as habitat on account of its value to salmon populations, as does the Oregon Department of Fish and Wildlife. The Portland Bureau of Environmental Services incorporates the ESA into its yearly budget, ensuring its enforcement throughout the Portland Metro area (City of Portland Management & Finance, 1).

Other federal laws and regulations provide indirect protections to the Reed Canyon as well by controlling pollution and hazardous wastes. Applicable laws include the Federal Insecticide, Fungicide, and Rodenticide Act of 1972, the Clean Water Act of 1972, the Resource Conservation and Recovery Act of 1976, the Toxic Substances Control Act of 1976, and the Clean Air Act of 1990. Although most of these regulations are focused on eliminating or reducing pollutants from private sources, each also indirectly enhances the Reed Canyon ecosystem by ensuring that hazardous wastes and chemicals don't enter streamflows, that surface waters remain habitable for wildlife, and that air pollutants are regulated for the sake of flora, fauna, and humans. These acts are for the sake of widespread social benefit in the form of a safer environment, but the Reed Canyon benefits as well.

The Oregon Department of Land Conservation and Development protects riparian corridors under Statewide Planning Goals 5 and 6; these goals protect natural resources and conserve scenic and historic areas and open spaces and maintain and improve the quality of the air, water and land resources of the state (Oregon Department of Land Conservation and Development Goals 2009). As a further level of protection, Metro, the regional government that oversees 25 cities in the greater Portland area, adopted Title 13 in 2005. Its purposes are to conserve, protect and restore a continuous ecologically viable streamside corridor system and to control water pollution (Pettis 2008, 1). Additionally, the City of Portland zoned the Reed Canyon under the Environmental Protection Zone and the Environmental Conservation Zone, prohibiting development on the creek and limiting development in areas near the creek (Bureau of Planning and Sustainability 2009, Quarter Section Maps and Zone Summaries). Portland's environmental zoning laws, Title 13, and statewide landuse planning goals protect the Reed canyon from development and pollutants.

3. Benefit Transfer and Nonmarket Valuation

Many environmental goods and services, such as clean air and recreation sites, are not traded on a market, so “prices” for these goods and services must be estimated using statistical techniques developed by environmental and natural resource economists. These “nonmarket” valuation methods include contingent valuation surveys, the hedonic price method, and travel cost method.

Conducting primary nonmarket valuation research on the Reed Canyon was not feasible because of temporal and financial constraints, so our report uses the benefit transfer technique to derive values for the change in ecosystem goods and services provided by the restoration of the Reed Canyon. Benefit transfers allow researchers to generate proxy values for environmental goods and services at a specific place they are interested in, called the policy site, by transferring values from other valuation studies conducted at other sites, called the study site (Evans 2004).

When transferring estimates researchers try to ensure that the policy site and the study site are similar enough that the estimates from the study site will act as valid measures for the policy site. The major factors that are considered in a benefit transfer include: the quality of the research conducted at the policy site, the characteristics of the environmental goods or services at the policy and study sites, the qualities of the population and stakeholders at both sites, the baseline measures and quantities of change measures for the environmental goods or services, and the different valuation methods used in the initial study at the policy site (Evans 2004). If the study site is found to be incomparable with the policy site, researchers can dismiss certain policy site studies completely or attempt to adjust the values generated at the policy site to account for the differences between the two sites.

In our report, the studies we rely on to derive benefit estimates use an array of nonmarket valuation techniques: hedonic price method, contingent valuation survey and the travel cost method. All studies were evaluated using the benefit transfer criteria described by Evans (2004).

The hedonic method is a statistical technique that uses the sale price of a marketed good, such as a house, to estimate the marginal willingness to pay for an environmental good or service. This is achieved by controlling for all other characteristics that influence the sale price of a house such as structural characteristics (number of bedrooms, lot square footage, etc.) and location. Key studies include Mahan et al.’s (2000) analysis of wetland type in Portland, Oregon and an analysis by Streiner and Loomis (1996) of restoration sites in California.

Another nonmarket valuation technique is the contingent valuation method. This approach uses surveys that include hypothetical, but realistic scenarios about a change in environmental quality. Survey respondents are asked if they would be willing to pay (or willing to accept) a certain amount of money for a change in environmental quality. Relevant studies for our analysis include Woodward and Wui’s (2001) analysis of the value of wetlands and La Rouche’s (2006) valuation of wildlife watching.

The third nonmarket valuation technique that was used in our analysis is the travel cost method. The minimum value individuals place on a site can be estimated using the cost of traveling to that site. These costs include the opportunity cost of time as well as any expenses incurred as a result of the trip, such as transportation costs or lodging costs. The Zonal travel cost method assumes that as distance from site increases, travel costs to visit the site will increase, and that consumer willingness-to-pay is higher to reflect those increased costs. Data collected from visitors to the site can be sorted into a set of predetermined travel zones in decreasing proximity to the evaluated site. A willingness-to-pay regression model can then be constructed, incorporating numbers of visits from different zones and the specific costs of travel from those zones to estimate a value for the site.

Studies using the avoided costs method are also used in our analysis. Under this approach researchers estimate costs avoided from a change in environmental quality. A very common example is avoided health care costs. Researchers can estimate a value for clean air by estimating the costs associated with dirty air, including cases of asthma that require doctor visits, medicine, and potentially, emergency trips to the hospital, that are not incurred as a result of a certain level of air quality. An example of this kind of study is by Evans (2004) that estimated the benefit of clean air by calculating the reduction of costs associated with air quality improvement for those with upper respiratory diseases. In this way researchers can estimate a value for a certain level of environmental quality.

There are many other forms on nonmarket techniques used by economists to estimate the value of environmental goods and services. For further information, we suggest two excellent sources: ecosystemvalution.org, a website maintained by King and Mazzotta, and A Primer on Nonmarket Valuation, a book by Champ, Boyle, and Brown.

4. Ecosystem Services

Several ecosystem services were identified in the Reed College Canyon: water quality and quantity, air quality, wildlife habitat and recreation. This section summarizes relevant research and values, to the extent possible, the change in these ecosystem services resulting from the restoration of the Reed College Canyon.

The Crystal Springs system, a tributary to the Johnson Creek watershed, originates in two spring complexes in southeast Portland: the hills above Reed Lake on the Reed College campus and further downstream in bluffs just east of the Eastmoreland Golf Course. Crystal Springs Creek runs 2.5 miles from its origins southwestward joining Johnson Creek one mile from its confluence with the Willamette River in Milwaukie (Lee and Snyder 2009). While the creek is naturally occurring, it has been modified to accommodate urban development, most significantly in 1936 during the construction of Westmoreland Park when it was channelized into a single stream (Lee and Snyder 2009). Natural and artificial lakes within the Reed Canyon and downstream in Eastmoreland capture and slow streamflow, elevating water temperatures noticeably due to reduced flow velocity. Industrial zones and fertilization use below Reed have degraded water quality.

Crystal Springs, as a perennial, groundwater-fed spring, is unique within the Johnson Creek Watershed.  While other systems within the watershed have high seasonal variation in volume, temperature, and potential for flooding and contamination, Crystal Springs demonstrates steady flow throughout the year with relatively constant temperatures (Lee and Snyder 2009).

Many of the salient benefits of Crystal Springs existed well before canyon restoration efforts began in 1999-2000. Crystal Springs contributes nearly half of the total water measured at the confluence of Johnson Creek and the Willamette River in Milwaukie, and research has demonstrated that changes in Crystal Springs streamflow are directly reflected in the outflow of Johnson Creek (Karl Lee, November 9, 2009, personal communication with Tom Fenollosa). Significant changes in water conditions within the Crystal Springs and Johnson Creek watersheds due to restoration work will presumably occur downstream of the Reed Campus and within Johnson Creek, rather than onsite near the headwaters of Crystal Springs. Thus, immediate benefits of the Canyon restoration project, while potentially beneficial to systemic health of the Johnson Creek watershed, may not be measurable on the Reed Campus-except for, perhaps, by the presence of anadromous fish.

4.1.1 Water Quantity

Restoration projects located near the emergence of Crystal Springs are believed to have had little effect on water flows into the Reed Canyon. The land area that contributes surface water to Crystal Springs on the Reed property includes only the immediate bluffs above the Reed Canyon. This area's contributions to streamflow are significant only during particularly hard rainstorms when stormwater runoff from impervious surfaces is greatest (Lee and Snyder 2009).

Over the past decade, streamflow in the Crystal Springs Creek has decreased slowly, from an average of 17 cubic feet per second in 1998-1999 to flows ranging between 10-14 cubic feet per second since 2000 at the mouth, and from 6-7 cubic feet per second to 1-2 feet per second within the Reed Canyon (Lee and Snyder 2009, 11 & 49). This coincides with the canyon restoration project, but USGS Hydrologist Karl Lee (November 9, 2009, personal communication with Tom Fenollosa) states that this decline in streamflow volume was due to groundwater recharge and was unrelated to restoration work on the Reed Campus.

While data from the Reed Campus do not exist before the mid-1990s, historical measurements do exist for the mouth of Crystal Springs Creek. These suggest that the mid-1990s were significantly high-water years throughout Crystal Springs Creek and that present measurements reflect a return to normal water levels (Lee and Snyder 2009). Regardless of decreasing trends in water volume in Crystal Springs, it is clear that Crystal Springs Creek supplies significant volume to Johnson Creek with the proportion of flow increasing during critical summer months when flows of Johnson Creek are at their lowest point. Similarly, because spring supply is steady, erosion and sedimentation damage caused by rapid streamflow change is minimal.

In many urban hydrological systems, including other, more flood-prone areas of Portland like the upstream reaches of Johnson Creek, tree canopy has been an important tool in managing excessive stormwater. This is particularly effective in locations with large areas of impervious surfaces. A study by American Forests (2001, 7) finds that urban tree canopy in the Willamette/Lower Columbia basins reduces the need for stormwater management by 8.5 billion cubic feet, at an estimated monetary benefit of $6 per cubic foot in urban settings. While tree canopy in the canyon does provide valuable water assimilation services, restoration efforts ought to have little effect on the coverage of a forest canopy; specific composition is changing, but vegetative canopy has remained the same.

The Portland Bureau of Environmental Services states that its Grey-to-Green infrastructure initiatives can have a considerable effect on metropolitan hydrology. BES claims that invasive plant removal and native plant revegetation, including work done in the Reed Canyon, reduces stormwater volume, filters stormwater pollutants, provides habitat diversity, and cools the air, pavement, and streams (BES 2009, 1-7). BES predicts that the restoration of 840 acres of public lands under its Grey to Green initiative will, after five years, slow stormwater flow rates by 10 percent, improve groundwater recharge and surface infiltration by 44.5 million gallons per year, increase evapotranspiration by 20.5 million gallons per year, and enhance stormwater reuse by 8.9 million gallons per year (BES 2009, 1-3). Additionally, BES expects significant reductions in streamwater temperature and contamination. However, because restoration usually occurs in natural areas that completely assimilate rainwater, and do not produce stormwater runoff, restoration practices generally do not affect stormwater quantities (BES 2009, 5-2).

4.1.2 Water Quality

With respect to water quality, Crystal Springs presents another somewhat unique case. Groundwater tends to be minimally contaminated and considerably cooler compared to surface water due to soil filtering and generally longer recharge times. Historically, Crystal Springs was considered as a potential source of drinking water for metropolitan residents and as suitable fish spawning habitat (Karl Lee November 9, 2009, personal communication with Tom Fenollosa). Despite high quality water from Crystal Springs, the Johnson Creek system regularly receives very poor ratings from the Oregon Department of Environmental Quality on their Water Quality Index because of high water temperatures during the summer, fecal coliform, and toxins (Oregon DEQ, 2008).

The ECONorthwest study (2009) conducted for the East Buttes area of Portland finds that native plant restoration projects provide significant water filtering and improved water quality, and that the integrity of aquatic and riparian habitat in Johnson Creek and its tributaries would likely contribute to sustaining and enhancing fish populations (ECONorthwest 2009, 40). Similarly, BES's Grey-to-Green culvert-removal program has prioritized Crystal Springs because of its potential for providing salmonid habitat-Crystal Springs is known to be spawning habitat for Coho and Chinook salmon, and steelhead trout (Entrix 2009). BES predicts that culvert removal and repair will open more than 4 miles of stream passage in the Portland metropolitan area and significantly reduce streamwater temperatures (BES 2009, 1-3), all goals shared by the Reed College restoration efforts. Helvoigt and Montgomery report in their 2003 study-though not specific to Crystal Springs or Johnson Creek-that the monthly household willingness-to-pay for improved salmon runs in Oregon is $4.22 (in 2008 dollars) (ECONorthwest 2004, 21), and a 2009 survey performed by Richardson and Loomis finds that households have a one-time willingness-to-pay for cutthroat trout protection in Johnson and Kelley Creeks of $21 (ECONorthwest 2009, 40).

The ECONorthwest report also suggests a correlation between ambient water quality and the value of streamside properties. A Maryland study conducted by Poor et al. (2006) estimates that each additional unit (mg/L) of suspended solids in watercourses reduces average housing prices within the watershed by 0.530%, and increases in waterborne inorganic nitrogen reduce housing value by 8.780% per unit. While these are important studies, these estimates may not be appropriate for valuing the impact of restoration work in the Reed Canyon. Crystal Springs is known to have some of the cleanest water in Portland because it is almost exclusively groundwater-fed, and small marginal increases or decreases may not be considerable enough to alter property values.

Non-native vegetation, especially like that of the pre-restoration canyon, generally provides poor hillside support. This may lead to soil erosion and poor water quality. A study by Ribaudo, cited in ECONorthwest (2009, 44) estimates that offsite benefits of reducing soil erosion, and thus mitigating landslides and watercourse sedimentation, is approximately $4 per ton. However, while Canyon Specialist Zachariah Perry agrees that non-native vegetation does increase erosion, the Reed Canyon has never had a significant erosion problem. He explains that the establishment of a trail system removed from the immediate shoreline has mitigated the little erosion that periodically occurred due to dogs or people entering the canyon. For the purposes of this study, though, erosion control is not significant enough to have a reliable value (Zachariah Perry 2009, personal communication with Tom Fenollosa).

While fertilizer use has been a concern downstream of the Reed Campus, particularly in the industrial sectors west of 28th Avenue and in Westmoreland Park, there has been little evidence of contamination in the Canyon. The Reed Buildings and Grounds department started using slow-release organic fertilizers in the first few years of the restoration program (Zachariah Perry 2009, personal communication with Tom Fenollosa) eventhough elevated mineral levels have never been detected in Crystal Springs Creek. Zachariah Perry has observed increased aquatic plant growth in recent years, but the connection between fertilizer use and plant growth is inconclusive (Zachariah Perry 2009, personal communication with Tom Fenollosa).

Because groundwater sources tend to be of better quality compared to surfacewater-sources, and tend to have more consistent seasonal flow volumes, revegetation and other restoration efforts in the Reed Canyon may not have significant effects on water quantity and quality within Crystal Springs. While Crystal Springs clearly contributes considerably to Johnson Creek, restoration does not appear to have any additional effect. Thus, salient benefits to Crystal Springs hydrology, due to Canyon restoration, are at this point inconclusive.

Air pollution is an environmental and health concern. A decrease in air quality is correlated with cancer, skin problems, and respiratory disease (EPA 2009). An improvement in air quality is correlated with an increase in recreation and time spent outside and a reduction in associated health care costs (EPA 2009).

Levels of various air pollutants may be used as a yardstick to gauge air quality. Primary data collection and comparison to other studies was undertaken to investigate the following three pollutants: nitrogen dioxide (NO2), particulate matter, and carbon dioxide (CO2), within the canyon. Using the primary data, values for air quality improvements made by the canyon were estimated using benefit transfers from comparable studies.

Urban trees and shrubs remove gaseous air pollution (Novak et al. 2006). The improvement in air quality occurs as a result of both chemical and physical processes, for example, particulate matter deposes to plant surfaces, ozone and NO2 are absorbed via leaf stomata, and CO2 is consumed during photosynthesis. The canyon restoration project has included a reintroduction of native trees and shrubs. Zachariah Perry estimates that the restoration project has increased the absolute amount of vegetation and tree canopy by 30% (Zachariah Perry, December 14, 2009, meeting with Claire Remington).

4.2.1 Nitrogen Dioxide

Nitrogen dioxide is a major air pollutant. It contributes to environmental concerns like acid rain and eutrophication which is caused by excessive nutrients in water bodies. These nutrients encourage enhanced aquatic plant growth, reducing dissolved oxygen in the water and creating dead zones inhospitable to a diversity of plants and animals (Henry 1993). It also irritates lungs and lowers resistance to respiratory infections. Nitrogen dioxide also plays a major role in the chemical reaction that produces ozone. Ozone, a secondary pollutant, reduces lung function and damages forests.

The atmospheric removal of nitrogen dioxide decreases the production of the secondary pollutant ozone. Ozone is produced from the photochemical reaction of NO2 with volatile organic compounds. The rate of this reaction decreases at lower temperatures, so increasing tree canopy, which lowers ambient air temperatures, can significantly reduce ozone concentrations.

The levels of nitrogen dioxide in the canyon were measured explicitly using passive nitrogen dioxide samplers (Palmes et al. 1976). As shown in Figure 3, a total of 21 test sites were prepared and distributed throughout the canyon and the Reed campus- including a few sites at the outskirts and near busy intersections.

Figure 3: NO2 concentration (ppb) at 18 sampling sites

Satellite view of Reed canyon and surrounding area with green circles indicating NO2 concentration.

The average concentration of NO2 calculated from samples within the canyon was 11.3 ppb over a two-and-a-half week period (11/22/2009 - 12/10/2009). The average concentration of NO2 calculated from samples outside the canyon boundary, as shown in Figure 3, was 13.4 ppb during the same period. Air quality in the canyon improved by 2.1 ppb NO2 (Appendix D). This decline may be a result of the deposition of NO2 on the plant and absorption by the plant.

The quantity of nitrogen dioxide removed by urban trees (this includes trees and shrubs) in the canyon was measured implicitly by estimating the amount of canopy cover within the canyon boundary. A modeling study by Novak (2006) found a removal rate of 0.7-1.9 g m-2 for urban trees in Portland, OR. Based on total vegetation cover, the removal rate is: 4.4x104 g/hr-1-1.2x105g/hr-1.

The restoration's effort increased the quantity of vegetation in the canyon. This creates a cooling effect and removes NO2 from the ambient atmosphere - this subsequently decreases the production of ozone.

4.2.2 Comparison to Studies Performed in Portland

The data collected can be assigned a monetary value using the benefit transfer technique. ECONorthwest (2004) performed an ecosystem service valuation of the Lents neighborhood in Portland. Their report cites two studies, from the California Energy Commission and the U.S. Office of Management and Budget, in developing a value for NOx reduction: "The calculation of values per ton of pollutant removed, in year 2002 dollars from the CEC and OMG reports include $5,572 to $1,114 per ton of NOx" (ECONorthwest 2004, 18). In 2009 dollars, these values range from $6,377 to $1,275. This values the NOx removal by vegetation in the canyon as a range of $61.2 to $841 per hour.

4.2.3 Comparison to Studies Performed Elsewhere

Studies performed elsewhere provide proxy values for estimating the value of air quality improvements resulting from the canyon restoration projects. These studies primarily focus on urban cities located on the east coast of the U.S. There are intrinsic similarities and differences between the cities studied and Portland. Similarities include: urban lifestyles, residential family areas, and access to open space (including parks) while differences include: demographic characteristics, education levels, and housing markets (U.S. Census 2009).

A study by Zabel and Kiel (2000) finds a large positive marginal willingness to pay for ozone reduction. In Philadelphia, the mean average benefit per household from reducing ozone from 142 to 120 ppm is $537 and the total benefit is $953 million. In Washington, D.C., the mean of the average benefit per household from reducing ozone from 136 to 120 [ppm] is $334 and the total benefit is $526 million (Zabel and Kiel 2000). This value is not directly transferable to residents who own property near the canyon. However, it does suggest that habitation near an ozone sink has a positive effect on the price of that property, holding housing characteristics constant. The magnitude of this value will vary from location to location, but these findings suggest positive values for ozone reduction from the perspective of urban property owners.

4.2.4 Particulates

Particulate matter is produced from the combustion and reaction of gaseous pollutants. It damages lung tissue and causes cancer and premature death (EPA 2009). Prior to 1987, the EPA regulated air quality on the basis of total suspended particulate (TSP). After this date, the EPA replaced this with the PM-10 and PM-2.5 standards. PM-10 refers to particles smaller than 10 micrometers; these particles may be inhaled. PM-2.5 refers to particles smaller than 2.5; these are respirable.

The levels of TSP were measured in the canyon and at various sites around campus. The device used was a handheld condensation particle counter. This device measures particles with diameters smaller than 1 micrometer. These particles are described as ultrafine particles.

Figure 4: Distribution of Locations of Ultrafine Particle Measurement

Satellite view of Reed canyon and surrounding area with red circles indicating particulate concentration.

The limitation of the device used for the analysis is that the data collected are not comparable to other values reported in the literature. The device used measured only ultrafine particles, PM1, (diameter less than one micrometer), whereas the EPA regulates PM2.5 and PM10 (particles with diameters less than 2.5 micrometers and 10 micrometers respectively). However, the data collected can be used to show that levels of a class of particulates known to be harmful to health are lower within the canyon boundary than outside the study area. The average concentration of ultrafine particles measured within the canyon at selected sample sites was 8744 particles/cm3. The average concentration outside the canyon boundary was 19565 particles/cm3. The data collected can thus act as a proxy value. It shows that the concentration of ultrafine particulates is less inside the canyon by a margin of 10821 particles/cm3 (Appendix E).

Studies show that particulate removal reduces health and legal compliance costs (Evans 2004). Using estimates from Evans (2004), the 28-acre canyon is responsible for removing around 2.5 pounds of particulate matter from the air. The ECONorthwest study, using a model developed by American Forests (2003), determined that a one ton reduction of particulate matter is worth $4,519 (Evans 2004). An additional estimate, using the CEC estimates from 1992, estimates that a one ton reduction of particulate matters is worth $1,817 ($2,800 in 2009 dollars).

The quantity of PM-10 removed by vegetation in the canyon was measured implicitly by estimating the canopy cover of vegetation (Figure 5). A modeling study presents the relationship between urban tree canopy cover and pollutant removal (Novak 2006). The study found a removal rate of 1.3-5.2 g m-2hr-1 for urban trees in Portland, OR. Based on total vegetation cover of 6.28x108 cm2, the removal rate is: 900 to 3,600 tons per hour. This is worth: $252 to $1008 per hour.

Figure 5: Vegetation Coverage of the Reed College Canyon

Satellite view of Reed canyon and surrounding area showing levels of tree canopy.

4.2.5 Comparison to Studies Performed Elsewhere

According to Chattopadhyay (1999), a 25% reduction in particulate pollution creates a benefit to the average household worth $2,037 to $3,350 in 1989-90 dollars ($3,369-$5,541 in 2009 dollars). In addition, the author finds a one unit reduction in particulate matter to be worth $268 to $363 ($443-$600 in 2009 dollars).

4.2.6 Carbon Dioxide

The EPA ruled that carbon dioxide, in addition to other greenhouse gases, is a danger to human health (EPA 2009). The EPA's endangerment finding allows the Obama administration to circumvent Congress and begin issuing regulations on CO2 emissions. The value of carbon sequestration that occurs within the canyon may be estimated using the carbon offset market by using carbon permit prices as a proxy. This method of valuation will become increasingly accurate as prices within the permit market stabilize and the market as a whole becomes more widely used.

The ECONorthwest study values carbon sequestration at $9.50 per year per ton (Evans 2004). One study finds that "the public's WTP to prevent ecosystem impacts [as a result of climate change] is [not significantly] different from 0$ for 'small' impacts. [The WTP] increases sharply as the impact approaches complete ecosystem change" (Layton and Levine 2003, 543). This suggests that the estimate based on the carbon market should be used as a baseline for our valuation of the Reed Canyon. As research into the value of positive externalities associated with carbon sinks improves, this estimate can be refined.

4.4.1 Background

The habitat of the Reed Canyon is comprised of the Reed Lake and its surrounding emergent wetland and marsh areas, forested riparian and upland habitats, beaver dams, and the Reed Creek channel. Riparian vegetation shades about half of this channel. Upland areas are mixes of dense tree canopy and dense understory. For a partial list of plant species, see Appendix B. The dense vegetation cover, relatively low disturbance rates, and structural diversity of the vegetation provide habitat for a variety of species. The presence of side pools, year-round flow of water, and gravel substrate within the creek channel make the area suitable for salmonid redds and habitat (Aldofson and Associates Inc 2001).

Restoration of the Reed Canyon greatly improved the biodiversity of the area. The majority of the dominating invasive species that were out-competing native plants were removed, allowing native trees to prosper. Also, before the restoration there was minimal understory due to annual burning. Restoration has included numerous plantings of lower-level plants such as sword ferns, wood sorrel, and fringe cup to create a more structurally complex ecosystem. Animal biodiversity has also improved. While a number of non-native birds such as crows and starlings populated the Reed Canyon before restoration, within one year of commencing restoration songbirds and waterfowl such as widgeons, wood ducks, and mergansers had found a home in the area. Since the restoration frogs and a new species of newt have been spotted in the Reed Canyon (Zachariah Perry, October 14, 2009, meeting with Lauren Bloomquist and Rachel Workin). For a partial list of animals that inhabit the Reed Canyon, see Appendix C. A wildlife habitat assessment by Portland Parks and Recreation summarized the area as having high quality water, food, and cover (Aldofson Associates Inc 2001).

The ecological and economic benefits to a strong, healthy habitat are numerous. Habitat acts as both a benefit in itself as well as a final service and intermediate component for other ecological benefits such as clean drinking water, air quality, intrinsically valued species, and recreation. In itself, high-quality habitat provides us with biodiversity, control of invasive species, in addition to potentially raising home prices.

4.4.2 Biodiversity

The Reed Canyon restoration project increased the biodiversity of the study area. It has been suggested that high species richness can promote resilience and heightened adaptability to human-induced pressures such as climate change, invasive species, and disease (Secretariat of the Convention on Biological Diversity 2009). This provides economic benefit in the form of avoided-costs due to loss of species' productivity because of stress. There is also evidence of increased productivity of varied ecosystems over less diverse systems under the same condition (Secretariat of the Convention on Biological Diversity 2009). A study of the benefits derived from biodiversity in the United States, based on the ecological and genetic services provided, estimates that the economic value of these services is $319 billion per year (Pimentel 1997).

Increasing the biodiversity of the Reed Canyon involved an initial large-scale removal of invasive species as well as continuous monitoring and maintenance (see Section 2.1). This control of the spread of invasive species provides economic benefits through the avoidance of future costs. Noxious weeds cost the state of Oregon $125 million dollars a year in production losses, fire damage, and control costs (Cusack et al. 2009). Personal income loss due to invasive species in Oregon amounts to $83 million per year (Oregon Department of Agriculture 2000). Based on a land index of 7,800 acres owned by the City of Portland, invasive plants have already spread to cover between 13% and 40% of the land area in Portland (Bureau of Environmental Services 2008). The BES Revegetation Team estimates that the cost of invasive removal and subsequent revegetation is $12,000 per acre over five years (Bureau of Environmental Services 2008). The restoration of the Reed Canyon restoration helps avoid these costs by limiting the spread of some of these invasive plants. According to the Oregon Department of Agriculture, the early detection of invasive species, such as that occurring in the Reed Canyon, provides an economic benefit of $34 in savings of future cost impacts for every $1 spent (Oregon Department of Agriculture 2000).

4.4.3 Home Prices: Hedonics

The land surrounding the Reed Canyon, especially the eastern and northeastern sides, contains predominantly single-family residential homes. Hedonic analysis can be used to attempt to understand how much people are willing to pay for a public good that is restricted to a certain spatial or geographic area; looking at whether property values increase as proximity to the Reed Canyon increases will allow us to explore whether Portland residents put a premium on the services that the Reed Canyon provides. Presumably other variables may contribute to the variance in property values; the hedonic price method incorporates variables that control for a house's age, size, etc. to more easily examine other variables, like distance to a wetlands area.

Given that the existence of wildlife habitat is a public good, approximating how much people value it presents much difficulty. With the exception of non-profit organizations like The Nature Conservancy or the Sierra Club, almost no markets exist specifically for wildlife habitat. The fact that people can free ride on government programs and others' private donations makes it likely that there is underinvestment in wildlife habitat. The hedonic method, when applied to the valuation of wildlife habitat, can demonstrate a revealed preference for living near wildlife habitat and, in turn, help us approximate how much people value habitat. It is crucial to note that the hedonic method is limited to values in a specific area; so, although many people may value the habitat and the services it provides, the hedonic method only measures the values of those who live near the study area.

Mahan et al.'s study (2000) finds a positive correlation between property values and proximity to wetlands, streams, and lakes in Portland, using data from 1992 to 1994. According to this study, a 28-acre wetland area like the Reed Canyon is estimated to increase property value by 0.56%. Given that in September 2009, the average value of a single-family residential property within one quarter of a mile of the Reed Creek was $433,986, a 0.56% increase would equal a $2,430 premium. Increasing proximity to a stream by 1000 feet increases property values by 0.21% ($911), while increasing proximity to a wetlands area by 1000 feet increases values by 0.36% ($1562). Finally, increasing proximity to a lake by 1000 feet increases property values by 1.34% ($5,815). Using Mahan's estimates, it is clear that the Reed Canyon, a wetlands area that encompasses the Reed Lake and the Reed Creek, increases property values by at least $911, given its ecological services.

Another study established a positive relationship between open water wetlands and property values in Portland, Oregon (Bin 2005). The capitalization of the value of wetlands into single-family home sale prices may be due, in part, to residents willingness to pay for wildlife habitat, but it is likely that the increased value from proximity to streams, lakes, and wetlands is also due to recreational value and aesthetic value. Although it is clear that Portland residents value wetlands, streams, and lakes, neither Mahan's nor Bin's study attempts to explain what about those features they value-aesthetic value, recreational value, existence value, etc. This problem is reflective of the ultimate difficulty of using hedonic analysis in valuing habitat-the value of habitat is almost impossible to isolate from other values in revealed preference methods.

One way to attempt to isolate the willingness to pay for habitat from other values is to examine changes in property values once a restoration project has been completed. Hedonic analysis in the Bay area of California and Santa Cruz, California found higher property values near government-restored urban streams than values for those that were not restored (Streiner and Loomis 1996). The same study found a one-time premium for restoration projects that revegetated with native plants and removed stream obstructions of about 3% to 5.3% of property value. Higher one-time premiums of about 10.6% to 13% of property value were found for projects that maintained fish habitat, acquired land, and/or established educational trail systems.

The Reed Canyon has focused on revegetation, establishing a trail system, removing stream obstructions, and re-establishing the stream as fish habitat. Although the geographical areas under study are in different states, both areas receive similar levels of precipitation, are on the West coast, and are inland from the coast (see Section 3.7 for an explanation of benefit transfer). Many stream areas in the Bay area are also semi-forested, like the Reed Canyon. Additionally, cities in the Bay area offer public services and amenities very similar to those of Portland, indicating that their residents' values are comparable. So, it is likely that the Reed restoration project increased property values by a similar percentage.

Given a one-time premium of 10.6% to 13% for restoration projects that restored fish habitat and/or established trail systems, it is likely that the Reed restoration project increased property values within a quarter mile of the Reed canyon by $46,003 to $56,418. Given 327 single-family residential properties within 1/4 mile of the Reed Lake, we estimate that residents of each property placed a lower premium of $46,003 on the restoration project for a total value of $15,042,981

Restoration projects, including the Reed Canyon restoration and those studied by Streiner and Loomis, are habitat-centric; they attempt to improve natural areas in the hopes of providing a safe haven for wildlife and improving animal and plant populations after the destruction of habitat due to urbanization. Increased property values after restoration projects attempt to capture the value of this improved wildlife habitat to urban residents. For this reason, the values from Streiner and Loomis's (1996) hedonic study are more applicable to the valuation of wildlife habitat than those from Mahan et al. (2000).

Another study examined the value of improving the quality of riparian corridors and wildlife habitat in Fanno Creek watershed (Netusil 2006). Fanno Creek watershed is in SW Portland and in Tigard, Oregon (Portland Bureau of Environmental Services). Fanno Creek is approximately 10 miles southwest of the Reed canyon in the Johnson Creek watershed. This study used habitat quality rankings and riparian corridor quality rankings from Metro regional government, ranging from Class A to C wildlife habitat (A being highest-value) and Class 1 to 3 riparian corridor quality (1 being highest-value). Figure 6 demonstrates rankings in the Reed Canyon.

Figure 6: Color-coded riparian corridor and wildlife habitat rankings of 3203 SE Woodstock Blvd (Metro 2003)

Map of Reed canyon and surrounding area with 10 colors showing riparian corridor and wildlife habitat.

These rankings were created 3 years after the restoration project had begun, and as is visible in Figure 6, the Reed canyon contains primarily Class 1 riparian corridors and Class A wildlife habitat-the highest-value for both. Unfortunately, Metro's quality rankings do not show changes over time and are from 2003, so there is no way to tell if the Reed restoration project improved habitat or riparian corridor quality rankings. But given personal testimony from Reed staff, it is clear that habitat has improved significantly (see Section 2). Netusil's 2006 study used the hedonic price method to examine the effect on property values of improved quality rankings by Metro's standards; this study found that residents are placing a premium on lots with habitat providing the highest ecological values, those lots being Class 1 and Class A. Given the proximity and similarity of the Fanno Creek watershed to the Reed Canyon, it is extremely likely that property owners living near the Reed Canyon placed a similar premium on the private Reed restoration project and its improvements on wildlife habitat and riparian corridors.

4.4.4 Willingness to Pay: Funding from Outside Organizations

Another method of valuing wildlife habitat is through government funding. Although what the government regards as important and valuable may not be identical with the value of its constituents, it cannot be denied that the government has funding and influence-its values are important. In the realm of public goods, the government is a crucial actor; it is often considered to be the government's job to regulate externalities, improve environmental quality, and use taxation to attempt to combat the free rider problem and provide public goods, like the existence of wildlife habitat.

Table 1: Public and non-profit funding sources for the first phase of the Reed canyon restoration project. (David Frazee Johnson, 2009)
Funding Source Source Type Donation Amount
Oregon Department of Fish and Wildlife Public $77,099
Oregon Watershed Enhancement Board Public $37,400
Oregon State Wee Board Public $2,500
Bullitt Foundation Non-profit $30,000
National Fish and Wildlife Foundation Non-profit $90,000

Although only a small portion of the overall funding for the Reed restoration project came from the public sector, the fact that the government is willing to invest in projects similar to Reed's private restoration project shows that the government is willing to pay for wildlife habitat to exist and places a value on the Reed canyon and the high quality wildlife habitat it provides.

Portland's government places a high premium on wildlife habitat. For the 2009-2010 fiscal year, the Portland Bureau of Environmental Services had several watershed-focused programs (see Table 2 for program summaries).

Table 2: 2009-10 Bureau of Environmental Services Programs for Watersheds (City of Portland Management & Finance)
Program Title Program Description # of Staff Budget Output Measures
Sustainable Stormwater Integrates sustainable stormwater practices into infrastructure 10.2 $2,576,286 (operating) $78,960 (Capitol) 500 million gallons of additional stormwater managed through on site measures, and green street facilities; 12,000 trees planted
Science Fish and Wildlife Coordinates City efforts to respond to the Endangered Species Act 6.1 $1,096,555 (operating) 20 City permits processed through Streamlining (ESA permitting compliance); 75 stream-miles and 60 acres of fish and wildlife habitat restored
Watershed Management Coordinates implementation of the Portland Watershed Managment Plan 23.3 (full) 1.9 (part) $6,966,142(operating) $145,014 (capitol) 12,000 feet of streambank restored; 175 acres of upland and riparian area restored
Watershed Revegetation Enhance native vegetation to improve watershed health 11.4 (full) .9 (part) $2,155,811 (operating) $86,256 (capitol) 70 new acres of land planted with native vegetation

The City of Portland spends millions on revegetation each year as part of their Watershed Revegetation program. The Reed restoration project, which covered the entire 28-acre canyon, has ensured the removal of many invasive species and has organized extensive revegetation efforts. If the City of Portland values its 70-acre Watershed Revegetation program at $2,242,067 total, then, using acres as a metric, an estimate for their value of the revegetation of the Reed canyon is approximately $896,826. It is more difficult to separate the other three programs implemented by the Portland Bureau of Environmental Services (Sustainable Storm water, Science Fish and Wildlife, and Watershed Management) by activity to find an actual dollar value. Regardless, it is clear that the City of Portland's plan to spend over $10.5 million on three watershed restoration programs alone indicates the value the City of Portland places on wildlife habitat and restoration projects.

In 1995, voters approved a Metro bond measure for $135.6 million specifically for acquiring open spaces, parks, and streams (Metro). Again in 2006, voters approved a bond measure for $227.4 million directing Metro to purchase natural areas, parks, and streams (Metro). Metro's 2009-2010 fiscal year budget allocated $60,015,529 to its Natural Areas Fund. This bond measure indicates voters preferences in the region. That a 58.6% majority voted for the measure demonstrates voters willingness to accept current debt in exchange for improved natural areas (Metro). Additionally, Metro as an organization has made a commitment to maintaining the health of the watersheds in Multnomah County and surrounding counties through its Title 13 / Nature in Neighborhoods program, which was given a $15 million budget in the 2009-10 fiscal year. Metro also publishes a report that studies the health of the watersheds and creates recommendations for how to protect and improve wildlife habitat (Hennings 2006). Again, it is difficult to assign a dollar value to the Reed restoration project given how much Metro values watershed health because of the sheer size of the organization and how it organizes its funding; but the fact that voters supported the 1995 and 2006 bond measures indicates voters willingness to pay for habitat in Portland and other nearby cities. The fact that Metro dedicates itself to sustainability and maintaining the watersheds under its jurisdiction also indicates Metro's dedication to conservation and that voters and taxpayers have shown a willingness to pay to support Metro's efforts.

Non-profit organizations like the Bullitt Foundation and the National Fish & Wildlife Foundation also donated $30,000 and $90,000, respectively, to the first phase of the restoration project; these donations indicate each respective organization's willingness to pay for the improved ecosystem services in the Reed Canyon. That two non-profit organizations chose to give money to the Reed restoration project indicates their willingness to pay for the habitat the Reed Canyon provides as well as, to some degree, their donors willingness to pay for the Reed restoration project (and other projects that enhance habitat). Individual donors gave over $250,000 to Reed earmarked specifically for the canyon; though this value doesn't indicate how much of those donations were for the restoration of wildlife habitat, knowledge of the plan for the restoration project (which is habitat-centric) was likely a significant factor in deciding to donate.

4.4.5 Willingness to Pay: Individuals

Individuals are also willing to pay to protect wildlife habitat. One contingent valuation survey (Woodward 2001) concerning the value of wetlands found that, in total, each acre of habitat is worth $374 per year (in 2009 dollars). For the 28 acres of the Reed Canyon, this amounts to $10,472. However, there is additional benefit from habitat based on the species the habitat attracts and the recreation the area provides. For example, Bald Eagles have been spotted in the Reed Canyon. A meta-analysis of contingent valuation surveys determined the economic value of each bald eagle to be an average of $297 (Richardson 2008). By providing habitat for species, the Reed Canyon contributes to the benefit people derive from the existence of species including the bald eagle.

Willingness to pay for wildlife habitat and species can also be examined by looking at membership in groups such as the Portland Audubon Society. The Portland Audubon Society, whose mission is to "[promote] the enjoyment, understanding, and protection of native birds and other wildlife and their habitats" focusing on the local community and the Pacific Northwest, has membership fees ranging from $25.00 at the introductory level to $1,000 annually. According to the 2007-2008 annual report, the 10,000 members of Portland Audubon generated $267,155 in revenue from membership fees (Audubon Society of Portland 2008). That people pay to be members of groups such as the Audubon Society that protect habitat demonstrates a valuation for habitat and its species.

4.4.6 Recreation Value

Since the habitat of the Reed Canyon attracts many species (see Appendix C), it also has recreation value for wildlife watchers such as birdwatchers. Birdwatchers generate substantial economic activity including $31,686,673,000 in 2001 from retail expenditures alone (La Rouche 2003). According to a contingent valuation component of the nationwide National Survey of Fishing, Hunting, and Wildlife Recreation, the experience of wildlife watching, such as bird watching, provides a net economic benefit of $313 per person per year adjusted to 2009 dollars (La Rouche 2003). The Oregon Parks and Recreation Department determined that 20% of Portland's population participated in bird watching. (Oregon Parks and Recreation Department 2003).

There are 327 households with an average of 2.3 residents within mile of the Reed Canyon (U.S. Census Bureau 2000). If 20% of these 752 residents participated in bird watching each year in the Reed Canyon, there would be a net economic benefit of $47,075 per year. It is important to emphasize that the suitability of Reed Canyon as a bird-watching destination occurred mainly after the influx of new bird species due to the restoration of the Reed Canyon. The Reed Canyon habitat provides additional benefit to birdwatchers at other locations, because it is utilized as temporary habitat for migratory birds whose primary habitat is located elsewhere. For more information on the recreation value of the Reed Canyon, see Section 4.5.

4.4.7 Further Research

Further research towards an economic valuation of the Reed Canyon habitat would entail more extensive species inventorying and estimations of the numbers of individuals of these species. A contingent valuation of the Reed Canyon habitat and the species in the Reed Canyon could also be helpful. Overall, economic valuations that better isolate the value of ecosystem services, whether that be aesthetics, recreational quality, air/water quality, or the existence value of carbon sequestration or wildlife habitat, etc., would be helpful in ascribing economic benefit directly to habitat.

When considering the current and future importance of natural areas for recreation and aesthetic benefits, it is essential to note that in 2008 half of the world's population (3.3 billion people) lived in urban areas and that this number is expected to grow to 5 billion by 2030 (United Nations 2007). Many cities, like Portland, are experiencing an increase in population and density. Metro, the regional government, has projected the population in 2030 will be between 2.9 and 3.2 million people up from only 1.9 million in 2000 (Metro 2009). The region's Urban Growth Boundary (UGB) will encourage the Portland area's growth in population to result in increased urban density.

With increased density, the planning of city spaces will continue to be a contentious issue. A meta-analysis by Brander and Koetse (2007) determined that areas with higher population density attached more value to open space. This was true across studies using the contingent valuation and hedonic methods. Put simply, when determining the value of natural areas "scarcity and crowdedness matter." This study also found that residents value "urban parks" more highly than other types of open space. At the same time, from an economic perspective, protected open and natural spaces will have a higher opportunity cost as demand for urban development increases. Understanding the benefits of urban open space is an essential component of rational policy making. "Public decision-making requires information on the value of services provided by open spaces in order to make informed trade-offs against the (opportunity) costs of preservation" (Brander and Koetse 2007, 1).

This section aims to highlight the recreation and aesthetic benefits of the Reed Canyon. It is one of Portland's urban open spaces and understanding the value it creates will be helpful for future canyon management and regional policy decisions for similar open spaces. The human (recreational and aesthetic) benefit derived from the canyon depends on its ecological quality and human accessibility. Therefore, the two major factors that will be considered in this section are the quality of recreation/aesthetic opportunities and the degree of accessibility/utilization of the Reed Canyon because these are the most important determinants of the value of recreation and aesthetic benefits.

4.5.1 Atypical: The Reed Canyon Recreational Area

Measuring the recreational benefits of the Reed Canyon requires considering the entire ecosystem because the quality of other ecosystem services (wildlife habitat, improved air quality etc.) affects the level of recreation and aesthetic benefits. As discussed in Sections 2 and 4, the Reed Canyon restoration project has transformed this area in to an ecologically important natural area. The canyon is a "park," but it is atypical even for Portland because of the large percentage of tree canopy cover and natural/native habitat. From an aerial perspective, the Reed Canyon has 59.5% tree canopy coverage. This percentage includes water surface as non-canopy area. From Figure 5 it is clear that the area of the canyon that is not water surface is almost 100% tree canopy.

A report on urban forest canopy cover (Portland Parks and Recreation 2007) shows that many of the urban/natural parks in Portland have less than 50% tree canopy coverage. Somewhat surprisingly, many of Portland's parks offer almost no canopy cover. However, many urban parks are sports-oriented, with large areas for parking, courts, and recreation fields. Reed therefore allows for an atypical recreational/aesthetic experience and future improvements to the canyon should continue to contribute to its unique recreational and aesthetic benefits.

4.5.2 Benefits
Aesthetics and Livability

Several important psychological studies have documented the emotional benefit of a natural view (Kaplan 1995). Similarly, Ulrich (1981) monitored the effect of natural vs. urban aesthetics on human stress levels. Subjects under stress were shown slides that depicted either water scenes, vegetated natural areas or urban environments. Physiological indications of stress decreased when subjects were exposed to the natural aesthetics. When subjects were exposed to a highly urban environment they experienced the same stress levels or stress even increased (Ulrich 1981). Another study measured the effect of a "green view" on hospital patients' ability to recover from gallbladder surgery. The findings showed that patients with rooms facing a park had 10% faster recovery and needed 50% less strong pain-relieving medication compared to patients in rooms facing a building wall (Ulrich 1984).

In essence, there has been an attempt to prove that the "subjective beauty" of green views is actually a psychological fact. If these studies are accurate, the preservation of urban open spaces is necessary for the mental health of a city's population and urban planners should consider these areas to be a psychologically necessary benefit. More research should be done to determine the most efficient ways to incorporate green aesthetic benefits. For example, city planners may need to consider whether park revegetation or street trees have a greater impact on the mental health of a city's residents.

Livability: Recreation

The relationship between access to natural areas and health effects have not been firmly proven for all age groups. A study done in the United Kingdom found no correlation between open space accessibility and the level of physical activity for middle aged adults (Hillsdon et al. 2006). Adult demand for recreation, in this case, was found to be fairly inelastic with one explanation focusing on the high opportunity cost of working adults' time. Studies do indicate that younger demographics are more affected by a change in neighborhood access to recreation space. Bell et al. (2008) find a correlation between the greenness of a neighborhood and the health of surrounding child populations.

Of course, outdoor recreation is desired for more than its psychological and health benefits. There are, indeed, innumerable other benefits. For example, outdoor recreation is certainly enjoyed culturally as a hobby and pastime. There is a sense in which we all acknowledge that running on a treadmill while staring at a picture of the forest will never be a perfect substitute for jogging on an outdoor trail. It is almost impossible to denote every difference between the above examples, but there is an observable and quantifiable willingness to pay for outdoor experiences as the studies below demonstrate.

Quantifying Benefits

There are several key factors that affect the level of recreation and aesthetic benefits that are possible/probable in a given open space. Most of these are indicators are what can be termed "accessibility infrastructure." These factors include:

  • proximity to roads
  • surrounding population density
  • unrestrictive property rights
  • trail systems (interactive capacity) and views

The valuation of recreation and aesthetic benefits must rely on indirect measurement because there are no market prices for these ecosystem goods and services. These benefits can be quantified using the nonmarket valuation techniques introduced earlier in this report: travel cost, hedonics, and the contingent valuation method.

Property values in the area surrounding an open space may reflect many of the perceived benefits of recreation and aesthetics. Lutzenhiser and Netusil (2001) use the hedonic price method to estimate the effect of open spaces on home sale price. This study finds that homes within 1,500 ft of a natural area park (where more than 50% of the park is preserved in native and/or natural vegetation) have the largest increase in sale price. "The results show that natural area parks, on average, have the largest statistically significant effect (1% level) of $10,648 in 1990 dollars, on a home's sale price holding all other factors constant" (Lutzenhiser and Netusil 2001, 296). The habitat section of this report used estimates from a hedonic study conducted by Mahan et al. (2000) that measures the increase in property values from being near a body of water.

The extent to which these estimated increases in the sale price of properties can be attributed to expected local recreation and aesthetic benefits is indeterminable from a hedonic study. It is important, however, that the Lutzenhiser and Netusil (2001) study found that the areas with the largest positive increases in sale price were near natural open spaces with large acreage. Anecdotally, the Reed College Admissions office certainly capitalizes on the aesthetic benefits of the Reed Canyon. The blue bridge, specifically, is most often used in catalogues and displays in attempts to attract prospective students.

Contingent valuation surveys have also been used to value recreation at nearby open spaces. Breffle et al. (1998) estimate a neighborhood's willingness to pay to preserve 5.5 acres of undeveloped urban land in Boulder, Colorado. Willingness to pay was measured as a function of distance and income and was found to increase with income and decrease at a decreasing rate with distance from the study site. Median household willingness to pay was $234 ($371 in 2009 dollars), while mean willingness to pay was $294 ($467 in 2009 dollars). Interestingly, within .1 miles, the mean household willingness to pay was found to be $1,197 ($1,900 in 2009 dollars).

Is that how much a student living on campus would be willing to pay to keep the Reed Canyon? How much would a professor with a view of the canyon be willing to pay? Multiplying the estimated willingness to pay of $1,900 by the number of Reed Community members, approximately 1,500 people, generates a total willingness to pay for the preservation of the Reed Canyon of $2,850,000 (in 2009 dollars). However, without designing a contingent valuation study for the campus, the extent to which the willingness to pay is completely attributable to recreation and aesthetic benefits is indeterminable. As explained in Section 2, the initial grant for the Canyon Restoration project came from an alumna who presumably cared more about the existence value of the canyon than her direct use value.

Travel Cost Approaches

Bowker et al. (2004) uses the travel cost method to determine the consumer surplus derived from the Washington & Old Dominion Trail (W&OD), a popular recreation trail in Northern Virginia. The study includes people who visit the site as their primary destination with 84% of respondents stating that their primary use of the site is for recreation and fitness. Consumer surplus estimates for a group were $18.13 while individual consumer surplus estimates were $13.63.

This study is particularly relevant to individuals interested in the valuation of recreation benefits of open spaces in Portland because ECONorthwest (East Butttes Report 2009) relies on the estimates from the Bowker et al. study for its valuation of the Springwater Corridor Trail. The East Buttes report uses the individual consumer surplus estimates from the W&OD study to calculate that the annual consumer surplus associated with biking on the Spring Water Corridor Trail within the study area as $2 million dollars.

The Reed Canyon has an extensive and well maintained trail system. It is not a regional multi-use path like the Springwater Corridor Trail, but it does provide significant recreational opportunities in a densely vegetated natural area. No contingent valuation studies were located that focused on these small-scale recreational paths. The ECONorthwest report (2009) similarly fails to value smaller trail systems, but perhaps the value derived from the Bowler et al. (2004) report could be used as the benefit to bikers on the Reed bridges and pedestrians on both the bridges and the trails. Further study would need to be done to determine if this value is appropriate--the average travel distance in the Bowker et al. study was far greater (20 miles) than the 1.5 mile travel distance assumed for local parks in Portland. However, Reed is similar to the W&OD and Springwater Corridor Trail because the Canyon is an open access resource. Unlike other private schools, Reed is an open campus, with no physical barriers to entry, and does not enforce its property rights over the canyon.

Possible Spillovers for distant recreators

In the future, the Reed Canyon will have a motion sensitive underwater camera in the fish ladder. This camera will help identify the number of fish that enter and leave the canyon using the fish ladder. This information will help determine the benefit of the Reed Canyon as an estuary for anadromous populations. Quantifying and valuing the existence value of a restored species, as well as the benefit to recreational and commercial fishermen, is an important area for further research in coming years. A great deal of the restoration project has focused on improving fish habitat. An estimate of benefits from these investments will be an area for study once more information is available.

References & Appendices

Adolfson Associates, Inc. 2001. Crystal Springs Creek Fish and Wildlife Habitat Assessment. Prepared for the City of Portland www.reed.edu/canyon

American Forests. 2001. Regional Ecosystem Analysis for the Willamette/Lower Columbia Region of Northwestern Oregon and Southwestern Washington State: Calculating the Value of Nature. American Forests Report.

Audubon Society of Portland. 2008. 2007-2008 Annual Report.

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for the City of Portland

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for the Classification, Description and Valuation of Ecosystem Functions, Goods and Services Ecological Economics 41(3) 393-408.

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Historical Photographs of the Reed Canyon Before Restoration

Black and white image of Reed students dredging the lake.

Photograph of the Reed Canyon. 1915. Courtesy of the Special Collection, Eric V. Hauser Memorial Library at Reed College.

Black and white photo of a swimming pool in the Reed canyon.

Photograph of the pool. Reed College (Date Unknown). Courtesy of Zachariah Perry

Flora of the Reed College Canyon

  • Apple Blossom Tree
  • Baldhip Rose
  • Beaked Hazelnut
  • Big Leaf Maple
  • Black Hawthorn
  • Blue Elderberry
  • Bracken Fern
  • Bulrush
  • Camas Lily
  • Cascade Oregon Grape
  • Cascara
  • Chokecherry Tree
  • Cluster Rose
  • Common Horsetail
  • Common Rush
  • Daffodil
  • Dandelion
  • Deer Fern
  • Douglas Fir
  • Douglas Spirea
  • Duckweed
  • English Laurel
  • Eurasian Watermilfoil
  • Evergreen Blackberry
  • Evergreen Huckleberry
  • False Solomon's Seal
  • Field Horsetail
  • Foxglove
  • Fringecup
  • Glorybower
  • Grand Fir
  • Honesty
  • Hooker's Fairybells
  • Indian Plum
  • Japanese Knotweed
  • Lady Fern
  • Large Leaf Lupine
  • Lemon Balm
  • Lesser Celandine
  • Lodgepole Pine
  • Maidenhair Fern
  • Miner's Lettuce
  • Mock Orange
  • Oceanspray
  • Oregon Iris
  • Pacific Bleeding Heart
  • Pacific Crab Apple
  • Pacific Dogwood
  • Pacific Rhododendron
  • Palmate Coltsfoot
  • Pennsylvania Bittercress
  • Poison Hemlock
  • Ponderosa Pine
  • Queen Anne's Lace
  • Red Alder
  • Red Flowering Currant
  • Red Elderberry
  • Red Huckleberry
  • Red-Osier Dogwood
  • Reed Canarygrass
  • Salal
  • Salmonberry
  • Skunk Cabbage
  • Slough Sedge
  • Snowberry
  • Spring Queen
  • St. John's Wort
  • Stinging Nettle
  • Stream Violet
  • Sword fern
  • Tall Oregon Grape
  • Thimbleberry
  • Thinleaf Huckleberry
  • Twinberry
  • Vine Maple
  • Wapato
  • Water-Cress
  • Water-Fern
  • Water-Starwort
  • Western Azalea
  • Western Hemlock
  • Western Red Cedar
  • Western Trillium
  • Wild Ginger
  • Wood Rose
  • Wood Sorrel
  • Wood Strawberry
  • Yarrow
  • Yellow Jewelweed

Invasive & Weedy Plants

  • Bedstraw
  • Black Locust
  • Canada Thistle
  • Chicory
  • Climbing Bindweed
  • Common Burdock
  • Common Teasel
  • Crane's Bill
  • Deadly Nightshade
  • English Hawthorn
  • English Holly
  • English Ivy
  • Garlic Mustard
  • Giant Hogsweed
  • Herb Robert
  • Himalayan Blackberry
  • Nipplewort
  • Wild Clematis

Fauna of Reed College Canyon

Aquatic Invertebrates
  • Mollusk (varied)
  • Amphipod (varied)
  • Tricoptera
  • Plenaria
  • Nematode (varied)
  • Coleoptera
Fish
  • Bridgelip Sucker
  • Coho Salmon*
  • Largescale Sucker
  • Pacific Lamprey**
  • Prickly Sculpin
  • Redside Shiner
  • Speckled Dace
  • Steelhead*
  • Threespine Stickleback
Amphibians
  • Oregon Salamander
  • Roughskin Newt
  • Pacific Tree Frog
Reptiles
  • Terrestrial and aquatic garter snakes
Birds
  • American Bittern
  • American Coot
  • American Goldfinch
  • American Kestrel
  • American Robin
  • American Widgeon
  • Anna's Hummingbird
  • Band-tailed Pigeon**
  • Bald Eagle***
  • Barn Swallow
  • Belted King Fisher
  • Bewicks Wren
  • Black-capped Chickadee
  • Black-headed Grosbeak
  • Black-throated Gray Warbler
  • Brewer's Blackbird
  • Brown Creeper
  • Brown-headed Cowbird
  • Bufflehead
  • Bushtits
  • California Gull
  • Canada Goose
  • Cedar Waswing
  • Chestnut Backed Chickadee
  • Cinnamon Teal
  • Cliff Swallow
  • Common Loon
  • Common Merganser
  • Common Yellowthroat
  • Cooper's Hawk
  • Dark-eyed Junco
  • Downy Woodpecker
  • European Starling
  • Evening Grosbeak
  • Fox Sparrow
  • Gadwall
  • Glaucous-winged Gull
  • Golden-crowned Kinglet
  • Golden-crowned Sparrow
  • Great Blue Heron
  • Great Horned Owl
  • Green-Backed Heron
  • Green Winged Teal
  • Hairy Woodpecker
  • Hooded Merganser
  • House Finch
  • House Sparrow
  • House Wren
  • Kestrel
  • Mallard
  • Merlin
  • Mourning Dover
  • Northern Flicker
  • Northern Oriole
  • Northwestern Crow
  • Olive-sided Flycatcher
  • Orange Crowned Warblers
  • Pileated Woodpecker
  • Pine-billed Grebe
  • Pine Siskin
  • Purple Finch
  • Red-breasted Nuthatch
  • Red-tailed Hawk
  • Red-winged Blackbird
  • Ring-billed Gull
  • Rock Dove
  • Ruby-Crowned Kinglet
  • Ruddy Duck
  • Rufous Hummingbird
  • Rufous-sided Towhee
  • Scrub Jay
  • Sharp-shinned Hawk
  • Song Sparrow
  • Starling
  • Stellar's Jay
  • Thayer's Gull
  • Townsend's Warbler
  • Turkey Vulture
  • Varied Thrush
  • Virginia Rail
  • Violet-green Swallow
  • Western Flycatcher
  • Western Gull
  • Western Wood Pewee
  • Western Screech Owl
  • White-crowned Sparrow
  • Winter Wren
  • Wood Duck
Mammals
  • American Beaver
  • Brush Rabbit
  • Common Raccoon
  • Coyote
  • Fox-tail Squirrel
  • Nutria
  • Pacific Marsh Shrew
  • Opossum
  • Rat
  • River Otter
  • Western Grey Squirrel

*US Fish and Wildlife Threatened Species

**US Fish and Wildlife Species of Concern

***De-listed from US Fish and Wildlife Endangered Species List

Materials, Methods, and Data Collected for NO2 Sampling

This study followed the sampling method prescribed by Palmes et al., with modifications suggested by Mavko (PSU). This sampling method was refined by Caleb Arata (Reed ’11).

The tubes - 3 tubes at each sampling site with one tube that remained capped as a control - were left at locations around Reed Campus from 4:00PM on November 22, 2009 and then collected at 10:30AM on December 11, 2009. This amounted to approximately a 2-and-a-half week deployment period. The tubes were typically placed at heights ranging from 0.5m to 2.0m on tree branches.

Only 18 sites survived the sampling period. There was presumably human interference in removing the tubes. There was also interference from wildlife. (It appeared as if as small animal has taken to chewing the caps off the tubes - rendering the set-up null.)

The tubes were then reacted with a reagent solution and the concentration of NO2 was analyzed using a spectrophotometer and a calibration curve. Multiple absorbance readings were taken of each tube. The computed [NO2], with the GPS coordinates of the sampling sites, is as follows:

Table 2: Atmospheric concentrations of nitrogen dioxide (ppb) at eighteen sampling sites around the Reed Campus.

Sampling sitea

Canyon

GPS coordinates (W,N)b

elevation (ft)

[NO2] (ppb)c

1

No

45.48092,-122.62707

123

10.5055

2

No

45.48146,-122.62710

123

11.19916

3

Yes

45.48154,-122.62660

121

7.906351

4

Yes

45.48190,-122.62627

151

9.50991

5

Yes

45.48239,-122.62521

145

10.67892

6

Yes

45.48239,-122.62716

132

10.82785

7

No

45.48266,-122.63091

141

12.74355

8

Yes

45.48354,-122.63417

111

12.63134

9

No

45.48459,-122.63497

97

16.50151

10

Yes

45.48454,-122.63746

83

14.87959

11

Yes

45.48235,-122.63709

58

14.51032

12

No

45.48157,-122.63188

105

14.70414

13

Yes

45.48207,-122.63381

145

11.57454

14

Yes

45.48224,-122.63309

78

9.061077

15

No

45.48196,-122.63538

90

14.54704

16

No

45.47930,-122.62969

142

13.14342

17

No

45.48129,-122.62993

154

14.20226

18

No

45.48148,-122.62951

141

12.75375

a Sampling sites were selected randomly in an effort to create a distributive range of data inside and outside the canyon

bGPS coordinates and elevation measured using a GPS; the coordinates used a WGS84 datum.

cNO2 concentrations calculated by converting absorbance readings measured by a spectrophotometer; the absorbance readings are dependent on concentration of dissolved NO2 and duration of tube’s exposure.

Mean NO2 concentration in the canyon (11.29 ppb) was significantly lower than the mean NO2 concentration outside the canyon (13.37 ppb) (ANOVA, F=4.5506, df=1,17, P < 0.0487).

There is not a significant relationship between NO2 concentration and elevation (ANOVA, F=2.2180, df=1,17, P < 0.1559), and there is not a significant relationship between sampling site location and elevation i.e. there was a random distribution of elevations inside and outside the canyon (ANOVA, F=0.5736, df=1,17, P < 0.4958).

Techniques and Particulate Sampling Data

Total suspended particulate data was collected using a handheld condensation particle counter borrowed from Jimmy Radney at PSU. Issues with this were: 1) the device measures only ultrafine particles (PM1), and so aren’t comparable to EPA standards that mandate PM2.5 and PM10, 2) it was difficult getting a consistent reading. The readings would flicker each time a car drove by. The attempt was made to record an average quantity, but a greater time period is suggested for future research.

Table 3: Atmospheric concentrations of total suspended particulate matter (less than one micrometer)

Sampling sitea

Canyon

GPS coordinates (W,N)b

Elevation (ft)

Particulate count (particles/cm3)c

2

No

45.47940,-122.62923

137

57154

3

No

45.47902,-122.62846

142

21251

4

No

45.47927,-122.62753

135

9061

5

No

45.47933,-122.62592

139

10369

6

No

45.47936,-122.62374

163

12107

7

No

45.47939,-122.62288

171

53184

8

No

45.47985,-122.62283

198

9754

9

Yes

45.48132,-122.62375

193

9439

10

Yes

45.48119,-122.62411

175

8924

11

Yes

45.48094,-122.62443

175

8362

12

Yes

45.48101,-122.62469

138

8702

13

Yes

45.48109,-122.62518

114

8072

14

Yes

45.48091,-122.62550

166

9560

15

Yes

45.48101,-122.62608

157

9086

16

Yes

45.48124,-122.62640

141

9158

17

Yes

5.48144,-122.62665

144

9159

18

Yes

45.48160,-122.62650

127

8608

19

Yes

45.48207,-122.62614

105

8544

20

Yes

45.48220,-122.62624

115

9262

21

No

45.48119,-122.63284

126

8791

22

No

45.48242,-122.62505

131

8548

23

Yes

5.48252,-122.62641

93

7730

24

Yes

45.48249,-122.62688

86

8713

25

Yes

45.48208,-122.62954

81

8723

26

Yes

45.48214,-122.63039

73

8457

27

Yes

45.48249,-122.63167

121

8958

28

Yes

45.48240,-122.63242

104

7936

29

No

45.48191,-122.63290

123

16071

30

No

45.48119,-122.63284

126

8791

a Sampling sites were selected randomly in an effort to create a distributive range of data inside and outside the canyon

bGPS coordinates and elevation measured using a GPS; the coordinates used a WGS84 datum.

c Measurements were done using a the hand-held Condensation Particle Counter, Model 3007; the TSP count is a direct recording of the device’s readings. The effort was made to choose an average reading over a 2-minute period at each site.

The average TSP measurement for the sampling sites inside the canyon is 8744 particles/cm3 is statistically lower than the average TSP measurement for the sampling sites outside of the canyon is 21134 particles/cm3 (ANOVA, F=3.8354, df=2, 26, P < 0.0347).

There was not a significant relationship between elevation and TSP (ANOVA, F=1.0643, df=1, 28, P < 0.3114). There is not a significant relationship between sampling site location inside or outside the canyon and elevation (ANOVA, F=1.1010, df=2, 28, P < 0.3476).

[1] We gratefully acknowledge the wisdom and support of Caleb Arata, Dean Atkinson, Jimmy Radney, Julie Fry, Jennifer Karps, Karl Lee, Trina Marmarelli, Kevin Martin, Zachariah Perry and Heather Randol. Funding provided by the Reed College Department of Economics Simpson Fund.