Article

The recreational value of coral reefs: A meta-analysis

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Abstract

Coral reefs are highly productive ecosystems that provide a variety of valuable goods and services, including recreational opportunities. The open-access nature and public good characteristics of coral reefs often result in them being undervalued in decision making related to their use and conservation. In response to this, there now exists a substantial economic valuation literature on coral reefs. For the purposes of conducting a meta-analysis of this literature, we collected 166 coral reef valuation studies, 52 of which provided sufficient information for a statistical meta-analysis, yielding 100 separate value observations in total. Focusing on recreational values, we use US$ per visit as the dependent variable in our meta-analysis. The meta-regression results reveal a number of important factors in explaining variation in coral reef recreational values, notably the area of dive sites and the number of visitors. Different valuation methods are shown to produce widely different values, with the contingent valuation method producing significantly lower value estimates. Using a multi-level modelling approach we also control for authorship effects, which proves to be highly significant in explaining variation in value estimates. We assess the prospects for using this analysis for out-of-sample value transfer, and find average transfer errors of 186%. We conclude that there is a need for further high-quality valuation research on coral reefs.

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... Commercial oyster harvest value has an estimated value of $13,615 (2023 USD) acre − 1 year − 1 (Grabowski et al., 2012). Published values, such as these, have been used to estimate ecosystem services for a variety of aquatic organisms and ecosystems, including oyster restoration efforts (Brander et al., 2007;Camacho-Valdez et al., 2013;Callihan et al., 2016;Bersoza Hernández et al., 2018;van der Schatte Olivier et al., 2018;Wang et al., 2021). The process of applying existing estimates from one context (e.g. ...
... new location) is a benefit transfer approach (Spash and Vatn, 2006;Richardson et al., 2015). While these methods have the advantage of being low cost, they do not provide customized estimates for benefits in novel scenarios and are often unreliable (Spash and Vatn, 2006;Brander et al., 2007;Richardson et al., 2015). ...
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Article
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Article
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Article
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Reef-building corals are increasingly threatened by the warming climate, necessitating the development of tools to monitor their responses to environmental stress. Furthermore, scalable methods of identifying resilient corals are a particular conservation priority. Techniques commonly used to quantify the severity of coral bleaching can be invasive or require specialized instruments, while more widely-accessible visual methods can be limited by subjectivity. This study evaluates a non-invasive, objective, color-based approach for evaluating the status of coral symbiosis and compares thermal tolerance results with traditional bleaching metrics. Using the staghorn coral Acropora cervicornis as a model, acute thermal tolerance was assessed across genets, sites, and seasons within an active coral restoration program in Bonaire, Caribbean Netherlands. Quantitative color scores were significantly correlated with both traditional bleaching metrics and also identified similar genetic and environmental effects on coral thermal tolerance. Most importantly, color-based metrics demonstrated a high level of agreement with both symbiont and chlorophyll retention in detecting significant pairwise differences in resistance. Variation in predictive accuracy and method agreement across seasons suggest that color-based assessments of thermal tolerance may be more effective in summer compared to winter. Overall the findings of this study provide support for color analysis as a reliable and cost-effective method for assessing coral resilience which can be readily incorporated into censuses of coral populations, especially for conservation and restoration efforts.
... Los arrecifes de coral son los ecosistemas que albergan un mayor número de especies por unidad de área en el planeta (Fisher et al., 2015;Knowlton et al., 2010). A pesar de distribuirse en mares tropicales oligotróficos, se encuentran entre los ecosistemas más productivos, lo que les permite albergar entre 25-30 % de todas las especies marinas (Reaka-Kudla, 2005;Reaka & Lombardi, 2011), además de proveer un sin número de bienes y servicios ecosistémicos a comunidades que viven en áreas costeras en condición de alta vulnerabilidad al cambio climático (Brander et al., 2007;Moberg & Folke, 1999;Woodhead et al., 2019). ...
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This paper explores spatial and temporal patterns in the abundance of parrotfish assemblages along trhe northern coastof the Dominican Republic. We show high spatial and temporal variability for these assemblages at dofferent spatial scales. Parrotfish along localities and sites are dominated by small-size species and small-size individuals. These patterns might be explained by overfishing, which is a problem in the DR.
... Millions of people rely on this complex ecosystem for their livelihoods, cultures, and food production (Eddy et al 2018). The benefits provided by coral reefs can be categorized into two types: provisioning services, which include fisheries, cultural recreation, and tourism (Brander et al 2007), and regulating services, such as coastal protection, which have been extensively researched by scientists (Ferrario et al 2014). Coral reefs are not only beautiful ecosystems, but they also play a crucial role as biological engineers and keystone species. ...
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The global deterioration of coral reefs has prompted research to comprehend the various impacts on coral's organisms as well as the interactions between reefs and their natural predators, coral grazing marine gastropods. However, the status of marine gastropods on Pulau Redang Marine Park is lacking. The study assessed marine gastropod diversity and shell morphometrics as indicators of the coral reef health ecosystem. SCUBA divers laid out a coral belt transect line of 50 m x 10 m at five sites. 177 individuals from four species of two families (Turbinidae and Muricidae; subclasses Vetigastropoda and Caenogastropoda) were collected at other locations. The highest number of individuals belonged to Drupella rugosa with 112 individuals, and the lowest number was Astralium rhodostomum. For the studied of marine snails, the Shannon index of diversity was H'=0.9 (<2) and the Simpson index of dominance was D=0.5 (<1). In addition, a high evenness, J', and equitability Ep were recorded at the sites of Pulau Redang. In terms of morphometrics, A. rhodostomum had the highest value of shell length (28.49±7.06 mm) and shell width (26.63±5.21 mm). No gastropods were found in Chagar Hutang and Mak Simpan due to coral destruction caused by the cyclonic Pabuk storm in early January 2019. Although it is a baseline, future research should also focus on parameters such as seawater temperature and coral bleaching towards effects on corallivorous gastropods and interaction between gastropods species.
... For illustration purposes, we built four co-production isoquant maps from selected empirical data ( Figure 5), with two examples of CPE in agriculture (Oldfield et al. 2019) and two of CPF in recreation (Brander et al. 2007;Schägner et al. 2018) (details in Table 3). Selection of examples was constrained by the scarcity of studies that quantified variables for natural inputs, anthropogenic inputs, and NCP levels. ...
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... To examine the extent of the degradation of corals and their impacts, various methods have been used by economists (Spurgeon 1992;Dixon, 1998). Cesar (2000), Ahmed et al. (2004), and Brander et al. (2007) have provided with meta-analysis of coral-associated ecosystems. Costanza et al. (1997) have estimated a global value for coral ecosystems. ...
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Bar Reef is a complex marine ecosystem with over 120 coral species living in the reef and over 300 fish species reported from the surrounding sea. It was declared a marine sanctuary in 1992. Despite efforts for conservation, the Bar Reef ecosystem is at risk of degradation due to overexploitation of extractive uses, namely, edible fish, other seafood species, and aquarium fish. In addition, destructive fishing practices are also responsible for damaging the reef ecosystem. The designation of Kalpitiya as a significant tourism promotion area has created additional pressure on the system. Further, the worldwide incidence of coral bleaching in 1998 has severely affected a major part of the Bar Reef. However, the amount of degradation persistent in the bar reef has not been valued so far. This research has attempted to value the extent of degradation prevailing in the Bar Reef from the perception of the visitors. It has used Choice Experiment Method to assess the visitors’ perception of the degradation. Randomly selected 250 visitors were interviewed and the conditional logit model has been used to investigate the visitor preferences towards the habitat quality and analyze the significance of their preferences. According to the results obtained reduction of plastic and polythene by 50%, reducing the crowding in the beach area by 15%, and paying Rs. 1000 has become significant. Hence it is expected by this research to provide a signal to the relevant stakeholders on the extent of degradation prevailing and the importance of protecting this habitat.
... Mangroves of West and Central Africa extend over 20,144 km 2 , representing 59% of the African mangroves and 11% of the total mangroves area in the World (UNEP-WCMC, 2007) and provide a broad array of ecosystem services (Barbier et al., 2011), valued at an average of 4200tones US/ ha/yr in Southeast Asia (Brander et al., 2007). Amongst these values are those of carbon stock and sequestration potentials where mangroves are amongst the most carbon (C) rich forests on Earth Jones et al., 2014) and have highest value per hectare of any blue carbon ecosystem (Nellemann et al., 2009). ...
Article
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... Tourism in marine environments is very popular around the world, particularly on coral reef and connected ecosystems, such as sea grass and mangroves. SCUBA diving, snorkeling and salt water recreational fishing are fast-growing tourism activities, generating jobs and income in hundreds of places worldwide and often providing much-needed foreign earnings (Brander et al. 2007; Cisneros-Montemayor and Sumaila 2010; Spalding et al. 2017). Spalding et al. (2017) found that "Global coral reef related tourism is one of the most significant examples of nature-based tourism from a single ecosystem," estimating US$ 35.8 billion per year with a highly variable spatial distribution, from nonvalue in 70% of the world's coral reefs, to US$ 48,000 km -2 year -1 to US$ 482,428 km -2 year -1 for the remaining 30%. ...
Chapter
Iconic species related to coral reefs like sharks, large fishes and marine turtles are increasingly valuable for dive-based tourism. This also applies to recreational fisheries of tarpon, bonefish and permit. Jardines de la Reina National Park (JRNP) in South Central Cuba is well known worldwide because of its high-quality diving and fly fishing experiences. Studies conducted within JRNP show that the main attractions for divers were sharks and rays (78%), large fishes (15%) and marine turtles (7%). Anglers preferred species were tarpon (47%), bonefish (31%) and permit (22%). Although visitation is very limited (average 1250 divers and 600 anglers per year), tourism activities provide important revenues. The gross revenues generated by these activities and the percentage from the attractions were used to estimate that annual revenues from sharks and rays diving were up to US1,773,647,fromlargefishesuptoUS 1,773,647, from large fishes up to US 417,328, from marine turtles up to US182,581,fromflyfishingoftarponuptoUS 182,581, from fly fishing of tarpon up to US 1,225,903, from bonefish up to US808,574andfrompermituptoUS 808,574 and from permit up to US 573,827. These figures are among the highest worldwide. Total gross benefits from tourism almost double those from commercial fisheries in an area eight times smaller, suggesting the need for more comprehensive and diverse economic use of biological diversity to maximize the services that nature provides.
... Despite their global importance, coral reefs are threatened by a combination of anthropogenic factors such as overfishing, habitat degradation, contamination and environmental factors such as increase of sea temperature and wave impact (Jackson et al. 2014). In the Caribbean, nearly 70% of the coral reefs are affected by human activities including coastal development and nonsustainable tourism practices (Burke and Maidens 2004;Brander et al. 2007). Degradation of Caribbean reefs brings as a result the loss of biodiversity and consequently of revenues from declining tourism and fisheries, increasing poverty and coastal erosion. ...
Chapter
Coral reefs are extremely important for nature and humans. However, public and decision makers are often unaware of their importance, in part because their true value is hard to assess and seldom presented in an easily understood way. Jardines de la Reina and Punta Francés are among the most iconic coral reefs and national parks in Cuba. Their coral reefs provide many environmental goods and services, but they remain poorly understood. The objectives of this paper are to assess the updated value of two iconic Cuban coral reefs in the worldwide context, revisiting previous studies conducted in each area; and to provide a reference values and benefits for Cuban coral reefs to promote their conservation and sustainable management. Coral reef value expressed in monetary accounting units reaches up to US34millionkm2year1.ThesefiguresareintheorderofmagnitudeorabovetheTotalEconomicValueofcoralreefsdocumentedbyglobalassessments.Inthecaseoftourismvalue(uptoUS 34 million km−2 year−1. These figures are in the order of magnitude or above the Total Economic Value of coral reefs documented by global assessments. In the case of tourism value (up to US 312,000 km−2 year−1), this figure matches the order of magnitude of global assessments. These are relevant findings for decision making in Cuba in an economic setting that urgently demand holistic approaches to adopt actions that contribute to sustainable development and increase Cubans well-being.
... Even within highly populated and visited coral reef locations in Australia and Indonesia, tourism activity is highly clustered among only a small fraction of the total coral reef area. Results from a meta-analysis have indicated that value transfer might not even be appropriate between coral reef locations where reef recreation is taking place because of deviations in economic productivity between different reef destinations [4]. Power laws are ubiquitous in economics [23,42] and this applies to coral reef tourism as well. ...
Article
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Global estimates of the economic value of coral reefs have been made using benefit transfer and other valuation methods, but it is unclear whether these estimates match actualized values (e.g. market values of reef fish and reef tourism) or how they scale to specific regions. Here we empirically estimated the (actualized) direct economic contribution of fishing and tourism on coral reefs (i.e., direct use values) in the Asia-Pacific (APAC) region, which includes a majority (~80%) of the global reef area. We found that coral reefs in the APAC region directly contributed $25 billion annually on average over the years 2008-2012 to the region's economy from fishing and tourism alone.,000 per square kilometer of coral reef, although there were large deviations between countries in terms of economic utilization of their reefs. Our findings suggest that a highly-cited prior estimate of the global potential value of coral reefs (Cesar et al., 2003) is likely a significant underestimation of actual economic contributions. We discuss some of the implications for reef management. Most notably, our results indicate that the non-consumptive direct use of reef resources provide substantially more economic benefits than consumptive uses.
... TCM and HPM provide a straightforward technical approach to the monetary valuation of natural or environmental characteristics based on people's actual behaviour, avoiding many of the biases found in expressed or stated preference approaches. However, these models rely on assumptions the validity of which can be questioned (Brander et al., 2007). Although both methods are considered reasonably robust (Turner et al., 2003). ...
Chapter
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The concept of natural capital has evolved greatly since the days of pre-classical economics; these developments reveal a pivotal role for natural capital in economic development and justify its incorporation as a key management tool. While economic approaches and methodologies have provided advances in this area, integrated coastal zone management (ICZM) managers now need to fully integrate assessments of ecological and social features responsible for the generation of natural capital in order to better assess tradeoffs in management choices.
... Barrio and Loureiro, 2010;Brander, Van Beukering, and Cesar, 2007;Lindhjem, 2007;and Loomis and White, 1996, to name some key studies in the field.3 Samples from countries with large populations naturally require larger samples, which would not necessarily mean that these are more accurate than a sample from small populations. ...
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This meta-analysis provides a consensus on the willingness to pay (WTP) for organic food, and the factors influencing its premium. It includes 56 studies which satisfy the criteria established by its protocol, contributing to 108 observations. Results show that, on average, consumers worldwide are willing to pay a 60\% premium for the organic attribute. Premiums have increased over the years and are larger for relatively cheaper products in Asia and Africa. Education level has an inverse relationship with the extra amount consumers would pay for organic and is a pivotal variable in WTP estimates. However, premia are also highly influenced by the methodology applied in the study, indicating that stated preference approaches on average increase estimates by 55\%, though the treatment of hypothetical bias mitigates most of this, with an effect of -43\%. Face-to-face surveys and information given during the survey also positively affect premiums. Thus, these should be considered when eliciting WTP estimates.
... Coral reefs are one of the most productive ecosystems on the planet. They are estimated to provide $375 billion worth of services per year and support almost half a billion people worldwide (Costanza et al. 1997, Brander et al. 2007). They foster a multitude of organisms and protect coastlines from erosion and flooding by reducing the impact of wave action (Hoegh-Guldberg 1999). ...
... The BTM has been used to estimate the value of wetlands [Woodward, Wui, 2001], water quality and supply [Barton, 2002;Piper, Martin, 2001] and coral reefs [Brander et al., 2007]. Other non-market goods valued by the transfer method include cultural heritage sites. ...
Article
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Public spaces bring a variety of social and economic benefits to cities and their residents and guests. This article presents an overview of non-market valuation methods used to estimate the economic value of public spaces, distinguishing between direct (stated preference) methods and indirect (revealed preference) methods. Several important applications of these methods are also reviewed. In addition, the article highlights the usefulness of individual non-market valuation methods for estimating the market value of a broader set of non-market goods.
... Coral ecosystems are subjected to extensive valuation studies globally from the ecosystem service perspective and most of them are reported from the United States, Southeast Asia Caribbean and a few from the South Pacific region (Laurans et al., 2013;Pascal et al., 2016;Elliff & Kikuchi, 2017). In this context, benefits obtained from flood protection in a global context are studied by Beck et al. (2018), Beck et al. (2016) and Storlazzi et al. (2017), and the recreational value of coral reefs are studied by Brander et al. (2007) by using a meta-analysis. Further, Seenprachawong (2016) assesses the economic value of the coral reefs in Thailand while Spalding et al. (2017) assess ecosystem services provided by Mesophotic coral ecosystems, Putri et al. (2020) assess coral reef health in the nature recreation park based in Indonesia. ...
Article
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Eco-tourism all over the world is threatened by the fact that the coral reefs and associated ecosystems are in a process of disappearing at an accelerated rate due to several natural and anthropogenic causes. In this context, the Marine National Park Hikkaduwa (MNPH), one of the four marine national parks in Sri Lanka, that features a fringing coral reef with a high degree of biodiversity, reports a decreasing trend in visitation mainly due to a condition of coral bleaching caused by an El Nino effect. Unfortunately, the regeneration of the corals is found to be slowed by continuous anthropogenic activities. Against this background, the research focuses on investigating how visitor behaviour changes with the degraded situation and what avenues are available to attract more visitors to ensure benefit flows. In this concern, visitor preferences regarding the quality of the habitats and other facilities and their significance were analysed under a conditional logistic regression model. Further, a choice experiment was carried out with a randomly selected group of 200 visitors to diagnose their response to the present condition of the coral reef, the beach, and the facilities provided. Under a conditional logistic model, it was discovered that the condition of the coral reef is an important attribute that answers the question of why visitors are not willing to pay if the corals are bleached and broken. It was also discovered that the visitors are willing to pay LKR 322.52 if they are provided with new boats and new safety jackets. The results indicate that benefit flows could be enhanced with the restoration of coral ecosystems and the improvement of the physical infrastructure. Overall, the research attempts to establish that the standard maintenance of the coral reef along with high-quality visitor welfare facilities to match visitor preferences will positively impact all types of payment compliance issues with regard to the visitors.
... The value of flood control has been studied in the context of wetlands [59], generally by assessing differences in property damage along a spectrum of wetland area (e.g., reduction in damages as proxied by replacement cost). Brander et al. (2006) conducted a meta-analysis to estimate the value of flood control by wetlands that resulted in a median of 20-30 USD (1995) per hectare annually [60]. Watson et al. (2016) estimated a net present value of less than 100 USD per hectare of wetland annually, which may be lower than comparable studies due to the small beneficiary population [61]. ...
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Natural stormwater treatment systems (NTS) are built ecosystems designed to capture and treat stormwater runoff via natural processes. Although NTS design typically targets water services, the biological communities associated with NTS (i.e., plants, animals, and microbes) can provide non-targeted functions that can result in ecosystem services, such as biodiversity, pollination, and climate regulation, or in some cases disservices. Additional co-benefits of NTS include recreation, education and outreach opportunities, and aesthetic value. A review of NTS ecosystem services and co-benefits is provided with specific examples from Los Angeles County, highlighting the need for ecosystem services indicators, standard measurements, and monitoring. As NTS become globally widespread, best practices must include the ability to holistically assess NTS performance in ways that extend beyond water treatment services. Three models are presented that can be used to evaluate NTS performance. Such information can be important in advancing NTS design, choosing spatial placement, and making choices between NTS and more traditional stormwater treatment options.
... Coral reefs are highly productive, biologically rich, and structurally complex ecosystems supporting 25% of marine life in the world's oceans [1]. They also support a broad range of ecosystem services [2][3][4] with recreational and cultural benefits [5][6][7], as well as resources that support the economically important pharmaceutical, fisheries, aquarium trade, and construction industries [8][9][10]. Coral reefs are also increasingly threatened by a broad array of chronic and acute stressors. ...
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With the unprecedented degradation and loss of coral reefs at multiple scales, the underlying changes in abiotic and biotic features relevant to the three-dimensional architecture of coral reefs are critical to conservation and restoration. This study characterized the spatiotemporal variation of habitat metrics at eight fore-reef sites representing three management zones in the Florida Keys, USA using visual habitat surveys (2017–2018) acquired before and after Hurricane Irma. Post-hurricane, five of those sites were surveyed using structure-from-motion photogrammetry to further investigate coral morphology on structural complexity. Multivariate results for visual surveys identified moderate separation among sites, with fished sites characterized by complex physical features such as depth and vertical hard relief while protected sites generally harbored high abundances of live coral cover. Three-dimensional models of mapped sites showed within site variation as another driver in site separation. Additionally, fine-scale orthoimage analyses identified significant differences in dominant coral morphologies at each mapped site. This study suggests protected reef sites generally harbor higher live coral cover despite some fished sites being structurally similar in seabed topography. Our work provides fine-scale spatial data on several managed sites within a marine sanctuary and highlights the contribution of diverse coral assemblages to the coral reef framework.
... Generally speaking, the smaller the transfer error is, the higher the effectiveness of value transfer model will be [12,28]. The paper adopts the leave-one-out cross validation [63,68,73], i.e., successively select every observation as test set, take other observations as training set, and calculate the transfer error of corresponding observation in the test set respectively. Compared to the ordinary K-fold cross validation(k > 1), though the calculation of leave-one-out cross validation is more tedious, its sample use ratio is the highest. ...
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An analytic database was built based on meta-regression analysis (MRA) method, mainly including ecosystem service type, farmland division, cultivated land type, value assessment method, and farmland characteristics. The feasible weighted least square (FWLS) method was adopted to comprehensively investigate the seventy observations from empirical studies. The results indicate that: (1) except the negative impact of farmland area on farmland value, such factors as paddy field, good soil conservation function, mainly providing agricultural products, and using market value method for assessment all produce positive effect on the promotion of farmland value. (2) In meta-regression analysis, the average transfer error is 36.74%, and the median transfer error is 14.59%. (3) Under the A1B, A2, B1, and B2 scenarios of IPCC SRES, it is discovered from calculation that the value changes under different scenarios have some differences, in which, the total value rises significantly under A2 scenario and will reach to 15,220 billion yuan until the year of 2100; while the total value loss is the greatest under B1 scenario and will fall to 6320 billion yuan until the year of 2100. Finally, this paper gives some suggestions for scholars to deeply study the service value of farmland ecosystem as well as for the government to formulate differentiation policies.
... In a country like Pakistan, it is more important because due to social traditions and values women travel with family. Results were in agreement with [21] whose finding showed that the men visit the natural sites is contrary to women. Findings highlighted that the people who were visiting the areas had moderate-income and were private employees because in Pakistan mostly peoples belong to middle-class families and worked in private companies due to the unavailability of occupation in government sectors. ...
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Present research examined three selected villages landscape near Khanpur Dam, District Haripur, that's an offer to visitors the integrated knowledge of native ethos, history and environment. We first evaluated the landscape exploration and documentation of three selected villages i.e., Surraj Galli, Khoi Maira and Darra in Khanpur with a DSLR camera and Landsat 8 images, using the supervised image classification technique, by ArcGIS v10.3 during June 2019-2020. Second, we collected data from local communities and tourists by using two types of questionnaire survey and a total of 300 respondents were served over six months of period. In total 150 respondents from local communities were served questionnaire for documentation of selected communities' profile and their major flora, fauna. The sampling intensity was 2.5%. Most dominant respondents belonged to Raja, Malik and Aawan communities. Flora documentation was carried out by quadratics system taking 60 plots from study area with 0.5% sampling intensity. The tourist preferences and attitudes were surveyed involving 150 visitors. Most visitors belong to Khyber Pakhtunkhwa and prefer to visit with friends more than family and relatives especially in spring and summer holidays. The result also indicated that the declaration of a noble landscape could benefit the local people.
... This is supported by Ndebele et al. (2014), who is of the position that the true benefits may be underestimated when using the median WTP as an estimate of welfare benefits. Many meta-analysis research work also utilized the mean estimate over the median estimates (Barrio and Loureiro 2010;Brander et al. 2007;Loomis and White 1996;Horowitz and McConnell 2003). Despite this current research preference to the mean WTP (Ndebele et al. 2014) and its applicability being more pragmatic for cost-benefit analysis (Johansson 1993), some of the seminal work on CVM initially argued that the median WTP is a more empirically interpretable approach (Hanemann 1984;NOAA 1993). ...
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The economic valuation of ecosystem services (ES) has been widely used for understanding the changes in the stock and flow of an ecosystem. The accepted notion is that as a result of markets failing to realize the benefits gained by society from ecosystems, there is a loss of ecosystem function and resources as they are viewed as free public goods. The Shell Beach area is one of the designated protected areas of Guyana and the only protected coastal zone in the country. It is also considered an ecosystem and biodiversity hotspot. The geographical location of Shell Beach in the Region 1 area of Guyana shows the area vulnerable to coastal erosion and pollution particularly from potential oil spills in the country’s current oil operation. This study intends to estimate the value of the Shell Beach protected area based on what people are willing to pay to avoid a loss in the size of the protected area. The study adopts a discrete choice contingent valuation method which was used to calculate the average willingness to pay to avoid a loss in the Shell Beach area. Based on the data collected, it is estimated that people are willing to pay an average somewhere between US118.44US118.44 – US346.67 per year to avoid a loss in the Shell Beach area. The results show that people have a relatively high value for the area and would like to see the area protected from destruction.
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The necessary ecosystem services can be effectively provided through the diverse functioning and processes of ecosystems. Apart from services provided by natural and semi-natural ecosystems, the study on ecosystem development on mineral habitats, established as by-products of mining activity, have revealed surprising results. Unrecognised yet crucial ecosystem services can be provided by novel ecosystems that develop spontaneously on mineral sites created due to human activities, such as mineral mining. These mineral habitats and the ecosystems established de novo provide a wide range of ecosystem services. Modelling ecosystem functioning can simulate and predict the effects of interventions on ecosystem services provided by novel ecosystems. This approach supports adaptive management strategies that maximise desired services while minimising negative impacts on biodiversity and ecosystem integrity. Understanding the functioning of novel ecosystems and their ecosystem services is crucial for enhancing resilience, promoting restoration efforts, and implementing sustainable land-use practices. Recognising the importance of ecosystem services provided by novel ecosystems and involving stakeholders in decision-making processes can foster public support for conservation initiatives and promote collaboration among diverse stakeholders. This approach is particularly important given that many activities related to the re-development of post-industrial areas, especially post-mining regions, have fallen short of achieving their objectives. The essential role of ecosystem services provided by natural, semi-natural, and novel ecosystems highlights the importance of the ecosystem functioning modelling approaches. Such approaches are needed to understand and quantify these services in the context of adhering to sustainable development principles during urban development.
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Chapter
As presented in the other chapters of the book, calcareous algae are of paramount importance in several ecosystemic aspects. In this chapter, we address the importance of assessing the value of this ecosystem in an integrated way that goes according to different perspectives and contexts around the world. The pluralist understanding and evaluation of the value of these ecosystems should lead policymakers to maintain their sustainability. Understanding, therefore, aspects of various rhodolith beds should help in understanding the importance of these ecosystems in providing contributions to people. Here, we briefly present the processes that occur within rhodolith beds that lead to the contributions of this ecosystem to people. These contributions are known within regulatory categories, such as oxygen production and carbon storage; materials, such as nutrient cycling and the food chain; in addition to nonmaterial contributions, such as scenic beauty landscapes that attract tourists; or even as inspiration for art and science.
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Expansion of floating photovoltaic (FPV) solar energy on water could provide a low-conflict renewable energy option to help mitigate climate change while sparing land, but potential sustainability trade-offs of FPV siting have not been quantified. We compared technical potential of maximum, utility-scale (≥1 MW) FPV deployment to address the climate crisis with FPV buildout scenarios that prioritize biodiversity and social benefit across a waterscape. Maximum FPV buildout in the northeastern United States could provide nearly a quarter of regional solar energy generation and offset all the land needed for utility-scale, terrestrial solar by 2050, but trade-offs, including maintenance of freshwater biodiversity in lakes and ponds and social values, exist. Avoidance of socioenvironmental interactions yields an FPV-energy generation potential equal to a 5% increase in regional solar energy generation, but possibilities for co-location make this a conservative estimate. Consideration of trade-offs can guide siting of FPV to achieve multiple sustainability goals.
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Human interest in biodiversity is essential for effective conservation action but remains poorly quantified at large scales. Here, we investigated human interest for 2408 marine reef fishes using data obtained from online public databases and social media, summarized in two synthetic dimensions, research effort and public attention. Both dimensions are mainly related to geographic range size. Research effort is also linked to fishery importance, while public attention is more related to fish aesthetic value and aquarium trade importance. We also found a strong phylogenetic bias, with certain fish families receiving disproportional research effort and public attention. Most concerningly, species at the highest risk of extinction and those most vulnerable to future climate change tend to receive less research effort and public attention. Our results provide a lens through which examining the societal attention that species garner, with the ultimate goals to improve conservation strategies, research programs, and communication plans.
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Perfluorooctanoic acid (PFOA) is a persistent organic pollutant (POP) that is characterized by fluorinated alkyl chains and resistant to all forms of environmental degradation. One of the most abundant compounds of per-and poly-fluoroalkyl substances (PFASs) in the natural environment, PFOA has been detected in water and sediment samples across the globe and acquired significant attention for its potential health implications and effects. Previous studies have suggested significant negative impacts on metabolic functions in humans, animals, and plants, but no study has yet quantified the impact on coral reef populations. This study investigates the effects of PFOA exposure on both early life phases and in molecular responses in Hawaiian reef-building corals, Montipora capitata and Porites lobata, respectively. Both physiological conditions, and molecular indicators of stress were measured with Western blot methods to analyze the expression of select coral proteins with xenobiotic metabolizing enzymes. No significant differences in fertilization success or larval survival were observed between treatments of environmentally relevant concentrations of PFOA in M. capitata gametes and larvae. Six molecular biomarkers were examined in Western blots for indications of sublethal stress in P. lobata adult samples. The study did not find significant indications of stress in the coral animal itself, but it did suggest impacts to heat shock protein, glutathione reductase, and cytochrome p450 expression. Future experiments should implement longer-term exposures and use more specific molecular techniques to get a clearer understanding of the threats involved with PFOA exposure, and to observe if exposure impacts the ability of adult corals to form gametes and perform spawning events. This information will aid in the management and regulation of PFOA and other PFASs environmental and human health protection
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Coral reefs in Oman boast remarkable biodiversity and distinct features, yet their economic contribution remains largely unexplored, making this topic seriously under-researched. This study addresses this gap by aiming to estimate the recreational value of ecosystem services offered by natural and artificial coral reefs along Oman's coastline, a valuable asset that falls under the category of public goods that has never been assessed. Moreover, the study delves into the impact of varying reef richness levels, indicating biodiversity levels, on overall recreational value in this seldom-studied region with significant coral reef resources. Notably, this research marks the first attempt in the literature to examine the influence of different richness levels of reefs on recreational value. A survey was conducted to evaluate the recreational value of ecosystem services provided by coral reefs using Travel Cost Method. Coral reefs are found to provide an annual consumer surplus of 187,763 OMR (about 487,727 USD), emphasizing their substantial economic value. Greater biodiversity within a reef corresponds to a higher preference among recreationists, leading to increased economic benefits and enhanced consumers satisfaction. The substantial increase in recreational demand at sites with high reef richness levels underscores the importance of these ecosystems not just for their intrinsic natural value but also for their contribution to the tourism sector. It is essential for decision-makers to focus on the preservation of existing coral reefs as a primary concern, prior to contemplating the creation of additional reefs to enhance marine tourism.
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Using both the travel cost and contingent valuation methods, a case study of Lakes Prespa was utilized to assess the demand functions for carp and non-carp angling separately. An on-site survey questionnaire was used to collect the data, which was completed in 2019. The results showed that when travel costs and bid amounts are higher or when anglers are traveling in larger groups, they travel less frequently. On the other hand, the number of trips is positively correlated with income, angling experience, the use of a motorized boat, the number of trips taken to other sites, and retirement. The mean daily consumer surplus values for carp and non-carp anglers were calculated to be €7.24 and €4.33, respectively, using the trip cost method, and €7.83 and €4.61 using the contingent valuation method. Regardless of the method of valuation utilized, carp anglers' consumer surplus was more than 1.7 times that of non-carp anglers, demonstrating that ordering in fish species values is robust to valuation methods. Furthermore, the convergent validity of the two techniques was identified. The results will help fisheries managers make more successful and resource-efficient fishing decisions, as well as policymakers justify funding initiatives targeted at managing and protecting this resource.
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Wetlands play an important role in survival of the human species and animals. Estimating the value of their existence will make growth and developmentof internal and external ecotourism development. The present study aimed to estimate the economic value of Shirinsu wetland in the Hamadan province using the method of the Zonal travel cost. Correlation and regression analysis used to conduct research. Data needed for research, such as the socio-economic, Tourists travel cost and distance to Shirinsu lagoon side, collected using a random sampling of 100 completed questionnaires were filledin the summer 2013. Data analysis performed by SPSS software. The results of statistical analysis between income levels and number of working days and lagoons to pay and entrance showed that they strongly and positively correlated. Also there was a strong and negative correlation between the number of visitors,travelcost and the distance for visit. Results showed respectively age, education, income visitors, cost and distance has a significant effect on the promenade. Estimation of Tourism Demand of Shirinsu wetlands also showed that the cost of travel, the amount of monthly income, Age and education levelare most significant factors( p<5%). Also calculating the area under the curve of demand from visitor’s daily and annual recreational value of shirinsu wetland was equivalent to 92000515 and 33580187975 riyals.Thees results show the high economic value promenadethat need more attention to management and development of tourism in this region.
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On the basis of a review of studies on the stated preference valuation of China’s marine ecosystem services conducted between 1996 and 2021, this paper presents a meta-analysis of the estimates of marine ecosystem service benefits by using a multilevel modeling approach. The results indicate that a range of factors influence the estimated economic values of China’s marine ecosystem services, including ecosystem area, ecosystem type, respondent identity, regional gross domestic product (GDP) per capita, ecosystem services being valued, valuation method, and hypothetical scenario being employed. Additionally, the meta-regression results indicate that the willingness to pay for marine ecosystem services in China depends largely on people’s perception of the importance of an ecosystem service. Such a perception is influenced by national policies, educational attainment, and the degree to which the service is linked to people’s lives. This situation is evidenced by the high willingness of people to pay for coastal wetlands and recreational services. People were also found to be most willing to pay for conservation scenarios and least willing to pay for environmental compensation scenarios. These findings contribute to the research on the valuation of marine ecosystem services in China and to the incorporation of research results into ecosystem-based management decisions by clarifying the effects of different factors on valuation estimates.
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Coral reefs face an uncertain future punctuated by recurring climate-induced disturbances. Understanding how reefs can recover from and reassemble after mass bleaching events is therefore important to predict their responses and persistence in a rapidly changing ocean. On naturally extreme reefs characterized by strong daily temperature variability, coral heat tolerance can vary significantly over small spatial gradients but it remains poorly understood how this impacts bleaching resilience and recovery dynamics, despite their importance as resilience hotspots and potential refugia. In the macrotidal Kimberley region in NW Australia, the 2016 global mass bleaching event had a strong habitat-specific impact on intertidal and subtidal coral communities at our study site: corals in the thermally variable intertidal bleached less severely and recovered within six months, while 68% of corals in the moderately variable subtidal died. We therefore conducted benthic surveys 3.5 years after the bleaching event to determine potential changes in benthic cover and coral community composition. In the subtidal, we documented substantial increases in algal cover and live coral cover had not fully recovered to pre-bleaching levels. Furthermore, the subtidal coral community shifted from being dominated by branching Acropora corals with a competitive life history strategy to opportunistic, weedy Pocillopora corals which likely has implications for the functioning and stress resilience of this novel coral community. In contrast, no shifts in algal and live coral cover or coral community composition occurred in the intertidal. These findings demonstrate that differences in coral heat tolerance across small spatial scales can have large consequences for bleaching resilience and that spatial patchiness in recovery trajectories and community reassembly after bleaching might be a common feature on thermally variable reefs. Our findings further confirm that reefs adapted to high daily temperature variability play a key role as resilience hotspots under current climate conditions, but their ability to do so may be limited under intensifying ocean warming.
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Objective The color of the environment positively influences the development of some fish species. Thus, we evaluated whether different aquarium colors affected the metamorphosis process of Tomato Clownfish Amphiprion frenatus . Methods Operationally, we distributed the Tomato Clownfish larvae into white, yellow, blue, or black aquaria and monitored the larval development until 61 days posthatch. Result We found that environmental color influenced the early development of Tomato Clownfish and their metamorphosis process. In the black aquarium treatment, 87.2% of the larvae in block I completed metamorphosis and reached the juvenile stage, and 59.3% of larvae in block II completed metamorphosis (blocks represented two successive spawns). These high percentiles of metamorphosed larvae were not observed in the other tank color treatments. Conclusion Thus, our results suggest that the metamorphosis of Tomato Clownfish could be accelerated if the larviculture occurs in darker‐color conditions, especially black aquaria. This result has practical and economic implications since Tomato Clownfish specimens are commercialized at the juvenile stage.
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To determine the amount of environmental goods and services to provide or preserve, it is necessary to weigh society's degree of preference for the environment. This value measure serves to inform the decision-making and policy-making process and there by justify the allocation of limited resources between competing uses. This paper provides an overview of economic valuation methods for environmental goods, with examples. Valuation methods include both demand and non-demand curve approaches, including the dose-response method, contigent valuation method and hedonic pricing.
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Chemical pollution is constantly putting pressure on the environment. Advanced tools and models (in silico) are needed to assess, treat and prevent chemical contamination. During my PhD, a suite of models were developed for aquatic risk assessment of problematic chemicals. Topics include the chemical fate (how chemicals are distributed in the environment), exposure (how chemical concentrations are related to species’ exposures) and effects, moving from risk assessment of a single chemical to multi-chemicals. The developed models serve as valuable tools to determine whether contamination levels of chemicals or sites are present to warrant further investigation. In other words, our models can direct limited funds and resources to where they are really needed, including (bio)monitoring, testing and refined analysis.
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Ecosystem accounting is a statistical framework that aims to track the state of ecosystems and ecosystem services, with periodic updates. This framework follows the statistical standard of the System of Environmental Economic Accounting Ecosystem Accounting (SEEA EA). SEEA EA is composed of physical ecosystem extent, condition and ecosystem service supply-use accounts and monetary ecosystem service and asset accounts. This paper focuses on the potential use of the “Value Transfer” (VT) valuation method to produce the monetary ecosystem service accounts, taking advantage of experience with rigorous benefit transfer methods that have been developed and tested over many years in environmental economics. Although benefit transfer methods have been developed primarily for welfare analysis, the underlying techniques and advantages are directly applicable to monetary exchange values required for ecosystem accounting. The compilation of regular accounts is about to become a key area of work for the National Statistical Offices worldwide as well as for the EU Member States in particular, due to the anticipated amendment to regulation on European environmental economic accounts introducing ecosystem accounts. On this basis, accounting practitioners have voiced their concerns in a global consultation during SEEA EA revision, about three issues in particular: the lack of resources, the need for guidelines and the challenge of periodically updating the accounts. We argue that VT can facilitate empirical applications that assess ecosystem services in monetary terms, especially at national scales and in situations with limited expertise and resources available. VT is a low-cost valuation approach in line with SEEA EA requirements able to provide periodic, rigorous and consistent estimates for use in accounts. While some methodological challenges remain, it is likely that VT can help to implement SEEA EA at scale and in time to respond to the pressing need to incorporate nature into mainstream decision-making processes.
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We develop a travel-cost random utility model to estimate the value of recreational ecosystem services provided by more than 170 outdoor sites located on the island of Maui (Hawaii, USA). Particular emphasis is placed on the role of coastal ecosystems by combining recent fine-scale data on coral cover and fish biomass with information on almost 3000 recreation trips taken by Maui's residents. Our approach is grounded in economic theory and provides estimates that are directly applicable to inform a wide array of coastal management questions. Our results show that the 2014–2015 coral bleaching event caused losses in the order of $25 M per year to Maui's residents. We also identify the areas where coral reef restoration would maximize welfare gains. Impacts can vary up to a factor of 1000 across locations, demonstrating the need to carefully consider such heterogeneity in spatial prioritization. Our simulations also show how access fees or green taxes can raise funds for financing conservation measures aimed at bolstering coral reefs resilience to climate change.
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We examine ethnicity and individual trip taking behavior associated with natural resource based recreation in the Florida Keys. We estimate trip demand using the travel cost method. We then extend this model with a varying parameter adaptation to test the congruency of demand and economic value across white and Hispanic user subgroups. Our findings indicate significant differences in price response leading to divergent per-trip consumer surplus and price elasticity between these two groups. These differences raise important distribution and equity concerns with respect to the possible future use of pricing policies like user fees.
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The paper presents a variety of meta analysis models of woodland recreation benefit estimates, contrasting conventionally estimated models with those provided by novel, multi-level modeling (MLM) techniques (Goldstein 1995). Our conventional models suggest that studies carried out by certain authors are associated with unusually large residuals within our meta-analysis. However, the MLM approach explicitly incorporates the hierarchical nature of meta-analysis data, with estimates nested within study sites and authors. These residuals are not a significant determinant upon values, suggesting that, at least in this aspect, estimates may be more robust than indicated by less sophisticated models.
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Marine parks are increasingly being established to protect endangered marine ecosystems and the biological diversity that they support. Trade-offs exist between protection and use, and ways must be found to produce economic benefits from marine areas while still yielding protection benefits, a question of particular importance to poorer countries that can ill afford to forego development benefits by enforcing strict protection measures. This paper examines these issues in the context of Caribbean marine parks. A number of countries that have established marine protected areas also rely on ocean-based tourism as an important, sometimes central, component of their economy. Can protection and direct use be compatible? Bonaire Marine Park is examined in some detail and monetary estimates are presented. Initial results indicate that proper management can yield both protection and development benefits but questions of ecosystem carrying capacity and national retention of revenues raise important issues for longer term sustainability. -Authors
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Coral reefs are a resource of immense importance for a large number of people, especially the coastal populations of the developing world. Available information on coral reefs in Sri Lanka and Southeast Asia has been used to evaluate the ecological services provided by coral reefs and to assess the long-term economic benefits derived from some of the ecosystem functions. The minimum economic value of coral reefs in Sri Lanka is estimated at USD 140 000-7 500 000 km -2 reef over a 20-yr period. The economic consequences of coral mining were investigated and economic costs (USD 110 000-7 360 000) were found to exceed net benefits (USD 750 000-1 670 000) by as much as USD 6 610 000 km -2 reef when analyzed over 20 years in tourism areas. The highest costs were associated with decreased tourism (USD 2-3 million) and increased erosion (USD 1-4 million). However, in rural areas there is still a strong incentive for coral mining, because coral mining in the short-term perspective provides a more profitable business compared to fishing and agriculture. The results have implications for management and show that Sri Lankan legislation banning coral mining in the coastal zone is beneficial to the country's economic development.
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We divide a data set on lake recreation in Wisconsin into two nonoverlappmg samples, Milwaukee residents and non-Milwaukee residents. We then consider several hypothetical benefit transfers from a non-Milwaukee-based random utility model to Milwaukee residents. All transfers are for measuring water quality improvements. We consider transfers in which we assume no information on Milwaukee residents, limited (no behavioral) information, and some behavioral information. We consider simple transfers, model transfers, and updated transfers. In all cases we test the viability of the transfer by comparing it with benefits estimated from a random utility model estimated over the Milwaukee sample, which in effect is our "true" model. The values from the model and updated transfers typically deviated less than 10% from the true values. Confidence intervals are estimated by using the Krinsky-Robb procedure for all of the benefit measures computed from the random utility model.
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Coastal areas in the tropics are increasingly being developed for tourism. The combined natural features of beaches, coral reefs, warm marine waters and often a friendly culture of people, offer desirable destinations for many travelers. Although coastal tourism generates substantial economic benefits to local and national economies, the trade-off of such development is usually degradation of coastal environment. Poor environmental planning and lack of consideration of social-cultural issues are usual causes. This article examines the case of Hikkaduwa town and marine sanctuary, Sri Lanka, where tourism development has nearly ruined the coastal environment. Integrated coastal management in Sri Lanka through a community-based 'Special Area Management' (SAM) plan for Hikkaduwa is examined. The ongoing and proposed management actions required to solve the environmental and social problems are analyzed in a cost-benefit framework. Financial, social-economic and environmental economic analyses for a 20-year project life all strongly support investment in SAM plan implementation. Untapped consumer surplus of visitors to Hikkaduwa has a large potential to contribute to costs. To ensure sustainability of tourism and resources, policies on how to finance plan implementation through profit sharing and locally collected fees are suggested.
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The economic values of outdoor recreation are estimated using a benefit transfer approach in which one applies existing consumer surplus measures to value the resources at a new site. In this article, a benefit transfer study was conducted based on meta-analysis of existing research in outdoor recreation use values of the United States from 1967 to 1998. The meta-analysis method was used to estimate a meta-regression model, resulting in a benefit transfer function that could be applied to estimate a wide range of recreation activity values in other countries. The estimated meta-model was tested using original out-of-sample studies from countries around the world for international benefit transfer purposes. The tests reveal that there is mixed evidence in using meta-analysis of existing studies in outdoor recreation in the United States to value the recreational resources in other countries that are used by tourists. In the best case, 18 correlation coefficients between meta-predicted and out-of-sample values were positive and significant at the 5% level or greater, but nine of the 18 t-tests indicated a significant difference between the two sets of values at the 10% level. However, the absolute average percentage error of the meta-predictions was 28%, which may be acceptable for many benefit transfer applications.
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Past economic valuations of tropical marine parks inaccurately measure their economic benefits because they value the resource protected and not the protection provided. Instead, the economic benefit of a marine park should be measured as the savings from avoided losses in reef value that would result in the absence of park protection, net of any costs of protection. Proponents of marine parks posit that reef quality will decline in the absence of active park protection. The economic benefit of the marine park is the value of avoided reef degradation. An economic framework is developed to show how marine parks and protected areas ought to be valued. An example using data from the Bonaire Marine Park is given.
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The number of studies quantify the value of wetlands and the services provided by these ecosystems is rapidly expanding. The time is ripe for an assessment of what has been learned from this literature. Using results from 39 studies, we evaluate the relative value of different wetland services, the sources of bias in wetland valuation and the returns to scale exhibited in wetland values. While some general trends are beginning to emerge, the prediction of a wetland's value based on previous studies remains highly uncertain and the need for site-specific valuation efforts remains large.
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The main objectives of the paper are to (1) give an overview of the state of the art of environmental value transfer, (2) discuss its prospects and potential role in CBA as a decision-support tool, and (3) provide further guidelines for proper use and application. Environmental value or benefit transfer is a technique in which the results of studies on monetary environmental valuation are applied to new policy contexts. The technique is controversial, not least because of academic and political reservations over the usefulness and technical feasibility of economic valuation tools to demonstrate the importance of environmental values in project or programme appraisals. Testing of environmental value transfer so far has been unable to validate the practice. Taking into account the conditions set out in the literature for valid and reliable value transfer, most transfers appear to result in substantial transfer errors. This paper discusses why and addresses the question of which factors may have been overlooked. It is argued that the problem is much more fundamental than previously acknowledged. Strict guidelines in terms of quantitative adjustment mechanisms to valid value transfer are meaningless if the more fundamental issue of differences in the very nature of the values elicited is not addressed at the same time.
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A contingent valuation study is conducted to estimate willingness to pay (WTP) for reducing skin cancer risks. A split sample design contrasts dichotomous choice (DC) with open-ended (OE) methods for eliciting WTP. A novel scope test varies the remit of risk reductions from just the individual respondent to their entire household allowing us to examine both the statistical significance and scale of scope sensitivity. While OE responses fail such tests, DC responses pass both forms of testing. We conclude that conformity of the size of scope effects with prior expectations should form a focus for future validity testing.
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The welfare loss of de facto ecological damage at an internationally visited recreational site was estimated by comparing stated preference information from before and after the actual change in quality occurred. Estimates for access to the site and for access to coral reefs before and after coral bleaching and mortality hit the Western Indian Ocean in 1998 were derived using the cost of the trip as a payment vehicle. The model assumed indivisibility in consumption for the visit to these long distance specialised sites. It was found that despite losses in utility due to bleaching the tourists still visited the sites.
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With increasing demand for low-density recreational services and limited supply of facilities to provide them, congestion is becoming an important management problem. The purpose of this paper is to outline a model of congestion, estimate the effect of it upon individual willingness to pay for wilderness experiences, and illustrate how these results might be used for efficient management. A survey of users of the Spanish Peaks Primitive Area indicates that their revealed willingness to pay is significantly affected by encroachments upon the solitude they experience during their trip. Consequently, congestion effects for such services can be measured and used in the formation of administrative policy.
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Although there is a growing awareness about the many benefits of natural ecosystems, concrete information on their full economic value is still scarce. This thesis provides a comprehensive method whereby all functions and values of natural and semi-natural ecosystems can be assessed and evaluated in a systematic manner. A checklist of 37 environmental functions is given with examples of the functions and socio-economics value of three major types of ecosystems: tropical moist forests (based on a case study of the Darien National Park, a pre-montane rainforest on the border between Panama and Colombia), wetlands (based on a case study of the Dutch Wadden Sea) and an oceanic, volcanic island ecosystem: the Galapagos National Park (Ecuador). In order to achieve the conservation and sustainable utilization of nature and natural resources, better information on the (economic) importance of natural areas alone, however, is not enough. Unless ecological information is structurally integrated in economic planning and decision-making, solving environmental problems will prove difficult, if not impossible. In the last section of this thesis, the use of the function-concept as a tool in planning, management and decision-making is therefore discussed in detail, including the application in project-evaluation, in environmental (or ecological) economics, in environmental law, and in environmental education.
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University Microfilms order no. UMI00413166. Thesis (M.D.E.)--Dalhousie University, 1992. Includes bibliographical references.
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Thesis (B.A.)--Williams College, Dept. of Environmental Studies, 1994. Includes bibliographical references (leaves 61-62).
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Thesis (MA)--Dalhousie University, 1995. Includes bibliographical references. Photocopy.