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Smith-Hall C, Pyakurel D, Meilby H, Pouliot M, Ghimire PL, Ghimire S, Madsen ST, Paneru YR, Subedi BP, Timoshyna A, Treue T. The sustainability of trade in wild plants-A data-integration approach tested on critically endangered Nardostachys jatamansi. PNAS Nexus 2023; 2:pgad328. [PMID: 37954162 PMCID: PMC10635652 DOI: 10.1093/pnasnexus/pgad328] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Accepted: 10/02/2023] [Indexed: 11/14/2023]
Abstract
While the demand for many products from wild-harvested plants is growing rapidly, the sustainability of the associated plant trade remains poorly understood and understudied. We integrate ecological and trade data to advance sustainability assessments, using the critically endangered Nardostachys jatamansi in Nepal to exemplify the approach and illustrate the conservation policy gains. Through spatial distribution modeling and structured interviews with traders, wholesalers, and processors, we upscale district-level trade data to provincial and national levels and compare traded amounts to three sustainable harvest scenarios derived from stock and yield data in published inventories and population ecology studies. We find increased trade levels and unsustainable harvesting focused in specific subnational geographical locations. Data reported in government records and to CITES did not reflect estimated trade levels and could not be used to assess sustainability. Our results suggest that changing harvesting practices to promote regeneration would allow country-wide higher levels of sustainable harvests, simultaneously promoting species conservation and continued trade of substantial economic importance to harvesters and downstream actors in the production network. The approach can be applied to other plant species, with indication that quick and low-cost proxies to species distribution modeling may provide acceptable sustainability estimates at aggregated spatial levels.
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Affiliation(s)
- Carsten Smith-Hall
- Department of Food and Resource Economics, Faculty of Science, University of Copenhagen, Rolighedsvej 23, Frederiksberg 1958 C, Denmark
| | - Dipesh Pyakurel
- Resources Himalaya Foundation, Damkal Charkrapath Marg 10007, Lalitpur Metropolitan City-3, Lalitpur, Nepal
| | - Henrik Meilby
- Department of Food and Resource Economics, Faculty of Science, University of Copenhagen, Rolighedsvej 23, Frederiksberg 1958 C, Denmark
| | - Mariève Pouliot
- Department of Food and Resource Economics, Faculty of Science, University of Copenhagen, Rolighedsvej 23, Frederiksberg 1958 C, Denmark
| | - Puspa L Ghimire
- Asia Network for Sustainable Agriculture and Bioresources, 819/29 Bhimsengola Marg, Kathmandu Metropolitan City-31, Kathmandu, Nepal
| | - Suresh Ghimire
- Central Department of Botany, Tribhuvan University, Kirtipur Municipality-10, Kathmandu, Nepal
| | - Sofia T Madsen
- Department of Sustainability and Planning, University of Aalborg, A.C. Meyers Vænge 15, 2450 Copenhagen, Denmark
| | - Yagya R Paneru
- National Herbarium and Plant Laboratories, Satdobato-Godavari Rd, Godawari-3, Lalitpur, Nepal
| | - Bhishma P Subedi
- Asia Network for Sustainable Agriculture and Bioresources, 819/29 Bhimsengola Marg, Kathmandu Metropolitan City-31, Kathmandu, Nepal
| | - Anastasiya Timoshyna
- TRAFFIC International, Cambridge, David Attenborough Building, Pembroke St, Cambridge CB2 3QZ, UK
| | - Thorsten Treue
- Department of Food and Resource Economics, Faculty of Science, University of Copenhagen, Rolighedsvej 23, Frederiksberg 1958 C, Denmark
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Nielsen HB, Jensen HA, Meilby H, Nielsen SS, Sandøe P. Estimating the Population of Unowned Free-Ranging Domestic Cats in Denmark Using a Combination of Questionnaires and GPS Tracking. Animals (Basel) 2022; 12:ani12070920. [PMID: 35405908 PMCID: PMC8996992 DOI: 10.3390/ani12070920] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2021] [Revised: 03/25/2022] [Accepted: 04/01/2022] [Indexed: 11/16/2022] Open
Abstract
The present study aimed (1) to estimate the size of the population of unowned free-ranging domestic cats in Denmark using a questionnaire survey combined with a GPS-tracking survey, and (2) to estimate the distribution of the population across different habitats. The questionnaires were circulated in 94 randomly selected parishes ranging across seven kinds of habitat. Using responses from five of the habitats, we estimated the population of unowned free-ranging cats nationally. In the other two habitats, questionnaire data were collected in a simpler way. The territory of 59 owned cats was estimated with GPS tracking to assess home ranges. Home range area was calculated using 95% Brownian bridge kernel density estimation (0.033–0.077 ± 0.011–0.023 km2, median ± SE). We estimated a population of unowned free-ranging cats in Denmark of 89,000 ± 11,000 (SE), with a mean density of 2 ± 0.3 (SE) cats per km2, living primarily in rural habitats. Approximately one-third of the cats were estimated to be socialised and two-thirds unsocialised. Our method may be suitable for use in other temperate areas facing problems with unowned free-ranging cats.
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Affiliation(s)
- Helene Brøgger Nielsen
- Department of Veterinary and Animal Sciences, University of Copenhagen, DK-1870 Frederiksberg C, Denmark; (H.B.N.); (H.A.J.); (S.S.N.)
| | - Helene Ane Jensen
- Department of Veterinary and Animal Sciences, University of Copenhagen, DK-1870 Frederiksberg C, Denmark; (H.B.N.); (H.A.J.); (S.S.N.)
| | - Henrik Meilby
- Department of Food and Resource Economics, University of Copenhagen, DK-1958 Frederiksberg C, Denmark;
| | - Søren Saxmose Nielsen
- Department of Veterinary and Animal Sciences, University of Copenhagen, DK-1870 Frederiksberg C, Denmark; (H.B.N.); (H.A.J.); (S.S.N.)
| | - Peter Sandøe
- Department of Veterinary and Animal Sciences, University of Copenhagen, DK-1870 Frederiksberg C, Denmark; (H.B.N.); (H.A.J.); (S.S.N.)
- Department of Food and Resource Economics, University of Copenhagen, DK-1958 Frederiksberg C, Denmark;
- Correspondence: ; Tel.: +45-21497292
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Chapagain DJ, Meilby H, Baniya CB, Budha‐Magar S, Ghimire SK. Illegal harvesting and livestock grazing threaten the endangered orchid Dactylorhiza hatagirea (D. Don) Soó in Nepalese Himalaya. Ecol Evol 2021; 11:6672-6687. [PMID: 34141249 PMCID: PMC8207444 DOI: 10.1002/ece3.7520] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Revised: 03/12/2021] [Accepted: 03/19/2021] [Indexed: 11/11/2022] Open
Abstract
Harvesting of orchids for medicine and salep production is a traditional practice, and increasing market demand is spurring illegal harvest. Ethno-ecological studies in combination with the effect of anthropogenic disturbance are lacking for orchids. We compared population density and structure, and tuber biomass of Dactylorhiza hatagirea (D. Don) Soó for three years in two sites: Manang, where harvesting of medicinal plants was locally regulated (protected), and Darchula, where harvesting was locally unregulated (unprotected). Six populations were studied along an elevation gradient by establishing 144 temporary plots (3 × 3 m2) from 3,400 to 4,600 m elevations. Mean density of D. hatagirea was significantly higher in the locally protected (1.31 ± 0.17 plants/m2) than in the unprotected (0.72 ± 0.06 plants/m2) site. The protected site showed stable population density with high reproductive fitness and tuber biomass over the three-year period. A significant negative effect (p < .1) of relative radiation index (RRI) on the density of the adult vegetative stage and a positive effect of herb cover on juvenile and adult vegetative stages were found using mixed zero-inflated Poisson (mixed ZIP) models. The densities of different life stages were highly sensitive to harvesting and livestock grazing. Significant interactions between site and harvesting and grazing indicated particularly strong negative effects of these disturbances on densities of juvenile and adult reproductive stages in the unprotected site. Semi-structured interviews were conducted with informants (n = 186) in the villages and at the ecological survey sites. Our interview results showed that at the protected site people are aware of the conservation status and maintain sustainable populations, whereas the opposite was the case at the unprotected site where the populations are threatened. Sustainability of D. hatagirea populations, therefore, largely depends on controlling illegal and premature harvesting and unregulated livestock grazing, thus indicating the need for permanent monitoring of the species.
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Affiliation(s)
- Deep Jyoti Chapagain
- Central Department of BotanyTribhuvan UniversityKirtipurNepal
- Department of Food and Resource Economics (IFRO)University of CopenhagenCopenhagenDenmark
| | - Henrik Meilby
- Department of Food and Resource Economics (IFRO)University of CopenhagenCopenhagenDenmark
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Chapagain DJ, Meilby H, Ghimire SK. Plant density and life history traits of Aconitum spicatum in North-central Nepal: effects of elevation and anthropogenic disturbances. PeerJ 2019; 7:e7574. [PMID: 31565560 PMCID: PMC6743441 DOI: 10.7717/peerj.7574] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2019] [Accepted: 07/29/2019] [Indexed: 11/23/2022] Open
Abstract
Increasing cross-border trade of medicinal and aromatic plants (MAPs) has put heavy pressure on a considerable number of species in the Himalayas. One of the threatened species in Nepal is Aconitum spicatum. Unfortunately for this species and for many others, our knowledge on population ecology and performance across the distribution range is insufficient, hindering the formulation of species-specific management plans. We therefore studied density and population structure of A. spicatum and assessed variation in its life history traits among three populations (subalpine, lower alpine and alpine) along an elevation gradient (3,000–4,200 m a.s.l.) in Annapurna Conservation Area, north-central Nepal. The results show that human disturbances and topographic factors contributed to the variation in density and life history traits. The overall density ranged between 0.56 ± 0.09 (Mean ± SE) and 2.48 ± 0.24 plants/m2 with highest mean density in the lower alpine and lowest in the subalpine population. The subalpine population was also characterized by lower investment in reproductive structures with lowest seed mass and low seed viability and fecundity. Among the environmental variables tested, harvesting, animal droppings and fire appeared to be the most important factors affecting density of different life stages of A. spicatum. The prevailing harvesting pattern is destructive as it involves uprooting of the whole plant and this appears to be a main reason for low recruitment and reduced density of the subalpine population. The level of disturbance decreased with increasing elevation. In terms of reproductive effort, the alpine population performed best. Our results indicate that the viability of A. spicatum populations depends on controlling over-harvesting and pre-mature harvesting of tubers and protecting younger life stages from grazing, trampling and fire. We therefore recommend that when formulating management guidelines, measures aiming to mitigate such anthropogenic disturbances should be considered.
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Affiliation(s)
- Deep J Chapagain
- Central Department of Botany, Tribhuvan University, Kathmandu, Nepal.,Department of Food and Resource Economics, University of Copenhagen, Copenhagen, Denmark
| | - Henrik Meilby
- Department of Food and Resource Economics, University of Copenhagen, Copenhagen, Denmark
| | - Suresh K Ghimire
- Central Department of Botany, Tribhuvan University, Kathmandu, Nepal
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Poudeyal MR, Meilby H, Shrestha BB, Ghimire SK. Harvest effects on density and biomass of Neopicrorhiza scrophulariiflora vary along environmental gradients in the Nepalese Himalayas. Ecol Evol 2019; 9:7726-7740. [PMID: 31346435 PMCID: PMC6635918 DOI: 10.1002/ece3.5355] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2019] [Revised: 05/21/2019] [Accepted: 05/22/2019] [Indexed: 12/25/2022] Open
Abstract
A surprisingly large number of species potentially threatened by human harvest lack quantitative ecological studies incorporating harvest effects, especially clonal species in the alpine Himalayas. We studied density and biomass variation of a threatened medicinal herb, Neopicrorhiza scrophulariiflora, to examine the effect of harvest on plant performance. The study covered two regions with contrasting harvest situations-one with open-access and another protected from commercial harvesting. Four populations from each region were compared along an elevation gradient (3,800-4,800 m). Also, we conducted in situ interviews with 165 and 38 medicinal and aromatic plant users in open-access and protected regions, respectively, to assess the collection and use patterns of the target species. The quantity harvested per household for traditional healthcare use was similar in both regions. We found no evidence of trade-driven collection in the protected region but in the open-access region a trade-based annual collection of 35-465 kg dried rhizomes per household had a strong negative effect on both density and biomass. In the protected region, the effect of harvest intensity on plant density was positive for vegetative and negative for reproductive individuals, whereas in the open-access region, the effect was negative for both vegetative and reproductive individuals. The results indicated that a low harvest intensity had no adverse impact on N. scrophulariiflora populations; however, quantification of the optimum level of harvest remains to be explored. Shrub vegetation appeared to buffer the harvest impact on plant density, possibly through the retention of additional moisture. To maintain population viability, we suggest regulating harvest, for example, by introducing rotational harvest systems, ensuring that a sufficient number of reproductive individuals are left as a source of propagules in each harvested population and that populations are given time to recover between harvests.
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Affiliation(s)
- Mukti Ram Poudeyal
- Central Department of BotanyTribhuvan UniversityKathmanduNepal
- Department of Food and Resource EconomicsUniversity of CopenhagenFrederiksberg CDenmark
| | - Henrik Meilby
- Department of Food and Resource EconomicsUniversity of CopenhagenFrederiksberg CDenmark
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Turreira-García N, Meilby H, Brofeldt S, Argyriou D, Theilade I. Who Wants to Save the Forest? Characterizing Community-Led Monitoring in Prey Lang, Cambodia. Environ Manage 2018; 61:1019-1030. [PMID: 29626224 DOI: 10.1007/s00267-018-1039-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/12/2017] [Accepted: 03/27/2018] [Indexed: 06/08/2023]
Abstract
Community monitoring is believed to be successful only where there is sustained funding, legislation for communities to enforce rules, clear tenure rights, and an enabling environment created by the state. Against this backdrop, we present the case of an autonomous grassroots-monitoring network that took the initiative to protect their forest, in a context, where no external incentives and rule enforcement power were provided. The aim was to analyze the socio-demographic and economic backgrounds, motivations and achievements of forest monitors, compared to non-monitors in the same communities. A total of 137 interviews were conducted in four villages bordering Prey Lang forest in Cambodia. We used binary logit models to identify the factors that influenced the likelihood of being a monitor. Results show that there were few (22%, n = 30) active monitors. Active monitors were intrinsically motivated forest-users, and not specifically associated with a particular gender, ethnicity, or residence-time in that area. The most common interventions were with illegal loggers, and the monitors had a general feeling of success in stopping the illegal activities. Most (73%, n = 22) of them had been threatened by higher authorities and loggers. Our results show that despite the lack of power to enforce rules, absence of external funding and land-ownership rights, and enduring threats of violence and conflicts, autonomous community monitoring may take place when community members are sufficiently motivated by the risk of losing their resources.
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Affiliation(s)
- Nerea Turreira-García
- Department of Food and Resource Economics, University of Copenhagen, Rolighedsvej 25, 1958, Frederiksberg, Denmark.
| | - Henrik Meilby
- Department of Food and Resource Economics, University of Copenhagen, Rolighedsvej 25, 1958, Frederiksberg, Denmark
| | - Søren Brofeldt
- Department of Food and Resource Economics, University of Copenhagen, Rolighedsvej 25, 1958, Frederiksberg, Denmark
| | - Dimitris Argyriou
- Department of Food and Resource Economics, University of Copenhagen, Rolighedsvej 25, 1958, Frederiksberg, Denmark
| | - Ida Theilade
- Department of Food and Resource Economics, University of Copenhagen, Rolighedsvej 25, 1958, Frederiksberg, Denmark
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Dons K, Bhattarai S, Meilby H, Smith-Hall C, Panduro TE. Indirect approach for estimation of forest degradation in non-intact dry forest: modelling biomass loss with Tweedie distributions. Carbon Balance Manag 2016; 11:14. [PMID: 27429643 PMCID: PMC4927646 DOI: 10.1186/s13021-016-0051-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/10/2015] [Accepted: 05/31/2016] [Indexed: 06/06/2023]
Abstract
BACKGROUND Implementation of REDD+ requires measurement and monitoring of carbon emissions from forest degradation in developing countries. Dry forests cover about 40 % of the total tropical forest area, are home to large populations, and hence often display high disturbance levels. They are susceptible to gradual but persistent degradation and monitoring needs to be low cost due to the low potential benefit from carbon accumulation per unit area. Indirect remote sensing approaches may provide estimates of subsistence wood extraction, but sampling of biomass loss produces zero-inflated continuous data that challenges conventional statistical approaches. We introduce the use of Tweedie Compound Poisson distributions from the exponential dispersion family with Generalized Linear Models (CPGLM) to predict biomass loss as a function of distance to nearest settlement in two forest areas in Tanzania. RESULTS We found that distance to nearest settlement is a valid proxy variable for prediction of biomass loss from fuelwood collection (p < 0.001) and total subsistence wood extraction (p < 0.01). Biomass loss from commercial charcoal production did not follow a spatial pattern related to settlements. CONCLUSIONS Distance to nearest settlement seems promising as proxy variable for estimation of subsistence wood extraction in dry forests in Tanzania. Tweedie GLM provided valid parameters from the over-dispersed continuous biomass loss data with exact zeroes, and observations with zero biomass loss were successfully included in the model parameters.
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Affiliation(s)
- Klaus Dons
- Informi GIS, Stationsparken 37, 2600 Glostrup, Denmark
| | - Sushma Bhattarai
- United Nations Development Programme, UN House, Pulchowk, GPO Box 107, Lalitpur, Kathmandu, Nepal
| | - Henrik Meilby
- Faculty of Science, University of Copenhagen, Rolighedsvej 23, DK-1958 Frb C, Copenhagen, Denmark
| | - Carsten Smith-Hall
- Faculty of Science, University of Copenhagen, Rolighedsvej 23, DK-1958 Frb C, Copenhagen, Denmark
| | - Toke Emil Panduro
- Faculty of Science, University of Copenhagen, Rolighedsvej 23, DK-1958 Frb C, Copenhagen, Denmark
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Ameha A, Meilby H, Feyisa GL. Impacts of participatory forest management on species composition and forest structure in Ethiopia. International Journal of Biodiversity Science, Ecosystem Services & Management 2016. [DOI: 10.1080/21513732.2015.1112305] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022] Open
Affiliation(s)
- Aklilu Ameha
- Department of Food and Resource Economics, University of Copenhagen, Frederiksberg C., Denmark
| | - Henrik Meilby
- Department of Food and Resource Economics, University of Copenhagen, Frederiksberg C., Denmark
| | - Gudina Legese Feyisa
- Department of Food and Resource Economics, University of Copenhagen, Frederiksberg C., Denmark
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Turreira-García N, Theilade I, Meilby H, Sørensen M. Wild edible plant knowledge, distribution and transmission: a case study of the Achí Mayans of Guatemala. J Ethnobiol Ethnomed 2015; 11:52. [PMID: 26077151 PMCID: PMC4474567 DOI: 10.1186/s13002-015-0024-4] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/25/2014] [Accepted: 04/22/2015] [Indexed: 05/05/2023]
Abstract
BACKGROUND Knowledge about wild edible plants (WEPs) has a high direct-use value. Yet, little is known about factors shaping the distribution and transfer of knowledge of WEPs at global level and there is concern that use of and knowledge about WEPs is decreasing. This study aimed to investigate the distribution, transmission and loss of traditional ecological knowledge (TEK) concerning WEPs used by a Mayan community of Guatemala and to enumerate such plants. METHODS The case study was carried out in a semi-isolated community where part of the population took refuge in the mountains in 1982-1985 with WEPs as the main source of food. Major variables possibly determining knowledge and therefore investigated were socio-demographic characteristics, distance to and abundance of natural resources and main source of knowledge transmission. A reference list of species was prepared with the help of three key informants. Information about the theoretical dimension of knowledge was gathered through free listing and a questionnaire survey, while practical skills were assessed using a plant identification test with photographs. All villagers older than 7 years participated in the research (n = 62 including key informants). RESULTS A total of 44 WEPs were recorded. Theoretical knowledge was unevenly distributed among the population, and a small group including very few informants (n = 3) mentioned, on average, three times more plants than the rest of the population during the free listing. Practical knowledge was more homogeneously distributed, key informants recognising 23 plants on average and the rest of the population 17. Theoretical and practical knowledge increased with age, the latter decreasing in the late phases of life. Knowledge about WEPs was transmitted through relatives in 76% of the cases, which led to increased knowledge of plants and ability to recognise them. CONCLUSIONS The WEP survey may serve as a reference point and as a useful compilation of knowledge for the community for their current and future generations. This study shows that the elder and the refugees living in the area for longer time know more than others about WEPs. It also shows the important role of knowledge transmission through relatives to preserve TEK.
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Affiliation(s)
- Nerea Turreira-García
- Department of Food and Resource Economics, Faculty of Science, University of Copenhagen, Rolighedsvej 25, Frederiksberg, C 1958, Denmark.
| | - Ida Theilade
- Department of Food and Resource Economics, Faculty of Science, University of Copenhagen, Rolighedsvej 25, Frederiksberg, C 1958, Denmark.
| | - Henrik Meilby
- Department of Food and Resource Economics, Faculty of Science, University of Copenhagen, Rolighedsvej 25, Frederiksberg, C 1958, Denmark.
| | - Marten Sørensen
- Department of Plant and Environmental Sciences, Faculty of Science, University of Copenhagen, Thorvaldsensvej 40, Frederiksberg, C 1871, Denmark.
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Yousefpour R, Temperli C, Bugmann H, Elkin C, Hanewinkel M, Meilby H, Jacobsen JB, Thorsen BJ. Updating beliefs and combining evidence in adaptive forest management under climate change: a case study of Norway spruce (Picea abies L. Karst) in the Black Forest, Germany. J Environ Manage 2013; 122:56-64. [PMID: 23557671 DOI: 10.1016/j.jenvman.2013.03.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/03/2012] [Revised: 02/19/2013] [Accepted: 03/06/2013] [Indexed: 06/02/2023]
Abstract
We study climate uncertainty and how managers' beliefs about climate change develop and influence their decisions. We develop an approach for updating knowledge and beliefs based on the observation of forest and climate variables and illustrate its application for the adaptive management of an even-aged Norway spruce (Picea abies L. Karst) forest in the Black Forest, Germany. We simulated forest development under a range of climate change scenarios and forest management alternatives. Our analysis used Bayesian updating and Dempster's rule of combination to simulate how observations of climate and forest variables may influence a decision maker's beliefs about climate development and thereby management decisions. While forest managers may be inclined to rely on observed forest variables to infer climate change and impacts, we found that observation of climate state, e.g. temperature or precipitation is superior for updating beliefs and supporting decision-making. However, with little conflict among information sources, the strongest evidence would be offered by a combination of at least two informative variables, e.g., temperature and precipitation. The success of adaptive forest management depends on when managers switch to forward-looking management schemes. Thus, robust climate adaptation policies may depend crucially on a better understanding of what factors influence managers' belief in climate change.
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Affiliation(s)
- Rasoul Yousefpour
- Department of Food and Resource Economics, University of Copenhagen, Rolighedsvej 23, DK-1958 Frederiksberg C, Denmark.
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