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Valuation of Visitors'Perceptions on the Ecosystem Services of Urban Forest Park in Johor,Malaysia
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作者 Miza Farhanah Bilal Azlan Abas 《Research in Ecology》 2025年第4期108-124,共17页
Urban forest parks deliver a wide spectrum of ecosystem services that support biodiversity,climate regulation,and public well-being;however,their perceived value among local visitors remains underexplored in Southeast... Urban forest parks deliver a wide spectrum of ecosystem services that support biodiversity,climate regulation,and public well-being;however,their perceived value among local visitors remains underexplored in Southeast Asia.This study investigates visitor perceptions and economic valuation of ecosystem services at Mount Pulai Forest Eco Park in Johor,Malaysia.Grounded in the Total Economic Value(TEV)framework and ecosystem service theory,the research employed a structured on-site survey of 392 visitors and applied the Contingent Valuation Method(CVM)to assess awareness,appreciation,and willingness-to-pay(WTP)for forest conservation.Findings revealed that visitors highly valued regulating services,such as air purification and flood mitigation(mean≈4.3/5),and supporting services,like biodiversity(mean≈4.2/5),while provisioning services were rated lower(mean≈2.8/5).Despite limited familiarity with ecological terminology,only 33%understood the term“ecosystem services”.In contrast,a substantial majority(79.1%)expressed WTP for conservation efforts,proposing an average annual contribution of MYR 51.32.Additionally,65%of respondents supported an entry fee model,suggesting a mean payment of MYR 3.07 per visit.These results underscore the economic and non-economic value that urban residents assign to forest benefits,offering new insights into conservation finance and public engagement.The study’s innovation lies in its integration of ecosystem perception with economic valuation in an urban forest setting,providing a replicable framework for sustainable park management across Southeast Asia. 展开更多
关键词 Ecosystem Services Urban forest WILLINGNESS-TO-PAY Contingent Valuation Public perception Sustainable Management
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Research on the Evaluation of Ecosystem Cultural Service Quality in Qu County Congren Valley Forest Park from the Perspective of Tourist Perception
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作者 Yan Tan Xi Zhang Shuai Huang 《Proceedings of Business and Economic Studies》 2025年第3期362-372,共11页
This study focuses on the ecosystem cultural service quality of Qu County Congren Valley Forest Park from the perspective of tourist perception.Using the Importance-Performance Analysis(IPA)questionnaire survey method... This study focuses on the ecosystem cultural service quality of Qu County Congren Valley Forest Park from the perspective of tourist perception.Using the Importance-Performance Analysis(IPA)questionnaire survey method and SPSS data analysis techniques,we systematically evaluate tourists’cognitive differences and improvement paths regarding the cultural service value of the scenic area.Based on the nonmaterial characteristics of ecosystem cultural services,combined with the unique Congren culture and natural landscape resources of Congren Valley,we designed a five-dimensional scale including natural landscape and ecological protection,cultural display and interpretation services,cultural activity participation and experience,infrastructure and supporting services,and safety management.This covers tourists’evaluations of the importance of elements such as cultural displays,interpretation systems,interactive activities,and facility support,as well as their actual satisfaction feedback.Through descriptive statistical analysis,reliability and validity testing,factor analysis,and IPA matrix analysis,we reveal the core contradictions and improvement directions perceived by tourists.The study found that the convenience of facilities such as signage,rest areas,toilets,roads,and the cleanliness of the scenic area are key areas for improvement.Additionally,different age groups perceive differences in the cultural service quality of the Congren Valley Forest Park ecosystem.The study concludes that tourists have a high level of concern for the convenience of scenic infrastructure and sanitary environment.Improving these facilities can help increase tourist satisfaction and the overall service quality of the scenic area.Simultaneously,meeting the needs of segmented markets and constructing a three-in-one service system of“deep excavation of cultural symbols–digital storytelling–immersive scenes”is recommended. 展开更多
关键词 Tourist perception Ecosystem cultural services Congren Valley forest Park
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Local perceptions of the conversion of cropland to forestland program in Jiangxi, Shaanxi, and Sichuan, China 被引量:2
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作者 Guangyu Wang Oliver Z.Ma +7 位作者 Liguo Wang Anil Shrestha Baozhang Chen Feng Mi Shirong Liu Xiaomin Guo Sarah Eshpeter John L.Innes 《Journal of Forestry Research》 SCIE CAS CSCD 2019年第5期1833-1847,共15页
Numerous land-use policies have been implemented in China in recent decades for ecological restoration and conservation to reduce environmental disasters and promote environmental sustainability.Many of these policies... Numerous land-use policies have been implemented in China in recent decades for ecological restoration and conservation to reduce environmental disasters and promote environmental sustainability.Many of these policies follow a top-down approach to implementation and as such,emphasize the hierarchical control within government structures.An understanding of local perceptions of land-use policies is important if the disconnect between policy makers and the target population is to be reduced and if program support is to improve.This study aimed to help improve local implementation,attitude toward,and engagement by examining the influence of socio-economic characteristics on the target population’s(local farmers)perception of the conversion of cropland to forestland program(CFPP)land use policy in Jiangxi,Sichuan,and Shaanxi provinces.It uses logistical regression models,with robust aspects of perception including confidence,support,transparency,prospects,fairness,and willingness to participate.Results indicate that social aspects as well as economic aspects are most important in influencing farmers’perceptions towards the CFPP.The farmers who have received technical support,rural male habitants,educated,and non-middle-aged farmers exhibit more positive perceptions of the program and are much more likely to support it,whereas farmers without any technical support or formal education,and female and middle-aged farmers are less likely to support the program.Importantly,this study also reveals the differences in responses,experiences and perceptions of the farmers living across different provinces.These empirical results provide insight into the influence of socio-economic characteristics on the perception of farmers towards land-use policies,which has important implications for designing targeted policy instruments and increasing farmer support for these policies.This knowledge can be harnessed and further evaluated in future research to improve citizen engagement,support,and understanding in order to help ecological restoration and conservation objectives be more effectively achieved. 展开更多
关键词 forest policy ECOLOGICAL restoration LOCAL perception Social sustainability Land-use and change China
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Forest Dwellers’ Perception on Climate Change and Their Adaptive Strategies to Withstand Impacts in Mizoram, North-East India
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作者 Uttam Kumar Sahoo Soibam Lanabir Singh +4 位作者 Snehasudha S. Sahoo Lal Nundanga Lal Nuntluanga Angom S. Devi John Zothansiama 《Journal of Environmental Protection》 2018年第13期1372-1392,共21页
We studied the perception of forest-dependent communities on climate change with its associated risk and their adaptation strategies in Mizoram, Northeast India. A total of 360 respondents (household heads) were rando... We studied the perception of forest-dependent communities on climate change with its associated risk and their adaptation strategies in Mizoram, Northeast India. A total of 360 respondents (household heads) were randomly selected from 24 villages across the three different agro-climatic zones prevalent. The community perceived awareness of climate change phenomena in the region with a positive correlation between age, education and occupation of the respondents. The overall perception of climate change in temperature was medium (0.49), while low for change in precipitation (0.26) and seasonal durability (0.23). The community showed over-all low score of perception on risk of climate change (0.10) where risk on livelihood and socio-economic factors was higher than risk to environment or forest. Perception on impact of climate change was high for forest abi-otic ecological factors (0.66) and flora and fauna (0.62), while medium on livelihood of forest-dependent communities (0.44). The majority (more than 75%) of the respondents agreed that human beings are involved and responsible for climate change. Adoption of adaptive strategies to cope climate change ranged from 0.07 to 0.91, amongst which zero tillage, use of traditional knowledge, forest fire prevention, soil and water conservation techniques, agroforestry practices and social forestry are popular. However, rain water harvesting and investments for crop insurance were adopted on low scores clearly implied by the educational and socio-economic status of the farmers in the majority. The study brings out the knowledge and perceptions to climate change by forest-dependent communities and their adaptive strategies to cope had been assessed. The finding results seek the attention of researchers and policy makers to integrate technological and financial interventions in supporting farmer’s effort to cope with climate change with a long term objective for improving their livelihood and climate sensitive resources at the same time. 展开更多
关键词 perceptionS Climate Change Adaptation forest Policy NORTHEAST Indi
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Perception Assessment of the Impact of Human Activities on Stubbs Creek Forest Reserve, Akwa Ibom State, Nigeria
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作者 David Udoma-Michaels Benjamin Ndukwu Andrew Obafemi 《Natural Resources》 2019年第5期139-152,共14页
Perception assessment of the impacts of human activities on Stubbs Creek Forest Reserve (SCFR) which is located between latitude 4°32'N and 4°40'N and longitude 7°48'E and 8°20'E (F... Perception assessment of the impacts of human activities on Stubbs Creek Forest Reserve (SCFR) which is located between latitude 4°32'N and 4°40'N and longitude 7°48'E and 8°20'E (Figure 1) distributed into four Local Government Areas-Eket, Esit Eket, Ibeno and Mbo of Akwa Ibom State was carried out. Structural questionnaires to extract the common types of useful plants and animals, status of the protected area, derivable benefits and ways of preserving the SCFR were ministered to Chiefs Priests, Local Chiefs, Elderly People and Farmers who lived at least twenty years in the areas. Convenient sampling method was used to randomly select fifty respondents for the study. Descriptive statistics to summarize feedbacks from respondents presented in the form of tables, charts and histogram in line with the SCFR anthropogenic activities assessment indicators showing percentages and frequencies of such response was employed for data analyses and presentation. The results showed that the Stubbs Creek Forest Reserve have been disturbed and degraded due to uncontrolled human activities. Endangered fauna species including the Giraffa camelopardalis(Giraffe), Hippopotamus amphibious (Hippopotamus), Loxodonta africana (Elephant), Hynas, Kangaroo, Pantherpardus (Leopard), Panther leo (Lion), Porcupine and Tiger were last seen between twenty and thirty five years ago in the forest while some useful plants of huge economic and medicinal values like Irvingia gabonensis(Bush mango) Tetrapleura itraptera, Gambeya albidum, Raphia hookeri (Rafia palm), Garcinia cola (Bitter kola) and Dacryodes edulis (Native pear) etc were last observed about eleven to twenty years ago. The study further revealed that Monkeys and Alligators are still very common in the Forest Reserve. It, therefore, recommends the strengthening and enforcement of regulatory controls on the use of SCFR by relevant authorities and alternative source of firewood to reduce anthropogenic abuses and protect the rich resources of the forest from extinction. 展开更多
关键词 perception Stubbs CREEK forest RESERVE Human Activities ENDANGERED
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Local People's Perception of Forest Resources Conservation in Ekiti State, Nigeria
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作者 Arowosoge Oluwayemisi Grace 《Journal of Environmental Science and Engineering(B)》 2015年第3期132-140,共9页
This study examines local people's perception of forest resources (FR) conservation around two plantation forest reserves (PFR) and two natural forest reserves (NFR) in Ekiti State in order to determine the fac... This study examines local people's perception of forest resources (FR) conservation around two plantation forest reserves (PFR) and two natural forest reserves (NFR) in Ekiti State in order to determine the factors that can contribute to sustainable FR conservation. Questionnaire and interview were used to collect data from 240 respondents. Data were analyzed using descriptive and inferential statistics. 75.0% and 86.1% of respondents around PFR recognized the importance of conserving the FR for economic benefits and biodiversity respectively, while 66.7% would not want the FR conserved for cultural values. 82.9% of respondents around NFR would want the FR conserved for economic benefits, while 74.3% and 66.7% would not want the forest conserved for cultural values and biodiversity respectively. For efficient conservation, participation in forest management and involvement in decision making with means of 3.45 and 3.52 ranked highest in PFR and NFR respectively. Probit regression analysis showed that in PFR and NFR, age, education and income were positively significant to FR conservation (p 〈 0.05). Creating an enabling environment that will make local people appreciate historical cultural values of the forest for tourism is essential for efficient FR conservation in the study area. 展开更多
关键词 forest resources conservation local people perception.
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Automated registration of wide-baseline point clouds in forests using discrete overlap search 被引量:1
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作者 Onni Pohjavirta Xinlian Liang +6 位作者 Yunsheng Wang Antero Kukko Jiri Pyorala Eric Hyyppa Xiaowei Yu Harri Kaartinen Juha Hyyppa 《Forest Ecosystems》 SCIE CSCD 2022年第6期852-877,共26页
Forest is one of the most challenging environments to be recorded in a three-dimensional(3D)digitized geometrical representation,because of the size and the complexity of the environment and the data-acquisition const... Forest is one of the most challenging environments to be recorded in a three-dimensional(3D)digitized geometrical representation,because of the size and the complexity of the environment and the data-acquisition constraints brought by on-site conditions.Previous studies have indicated that the data-acquisition pattern can have more influence on the registration results than other factors.In practice,the ideal short-baseline observations,i.e.,the dense collection mode,is rarely feasible,considering the low accessibility in forest environments and the commonly limited labor and time resources.The wide-baseline observations that cover a forest site using a few folds less observations than short-baseline observations,are therefore more preferable and commonly applied.Nevertheless,the wide-baseline approach is more challenging for data registration since it typically lacks the required sufficient overlaps between datasets.Until now,a robust automated registration solution that is independent of special hardware requirements has still been missing.That is,the registration accuracy is still far from the required level,and the information extractable from the merged point cloud using automated registration could not match that from the merged point cloud using manual registration.This paper proposes a discrete overlap search(DOS)method to find correspondences in the point clouds to solve the low-overlap problem in the wide-baseline point clouds.The proposed automatic method uses potential correspondences from both original data and selected feature points to reconstruct rough observation geometries without external knowledge and to retrieve precise registration parameters at data-level.An extensive experiment was carried out with 24 forest datasets of different conditions categorized in three difficulty levels.The performance of the proposed method was evaluated using various accuracy criteria,as well as based on data acquired from different hardware,platforms,viewing perspectives,and at different points of time.The proposed method achieved a 3D registration accuracy at a 0.50-cm level in all difficulty categories using static terrestrial acquisitions.In the terrestrial-aerial registration,data sets were collected from different sensors and at different points of time with scene changes,and a registration accuracy at the raw data geometric accuracy level was achieved.These results represent the highest automated registration accuracy and the strictest evaluation so far.The proposed method is applicable in multiple scenarios,such as 1)the global positioning of individual under-canopy observations,which is one of the main challenges in applying terrestrial observations lacking a global context,2)the fusion of point clouds acquired from terrestrial and aerial perspectives,which is required in order to achieve a complete forest observation,3)mobile mapping using a new stop-and-go approach,which solves the problems of lacking mobility and slow data collection in static terrestrial measurements as well as the data-quality issue in the continuous mobile approach.Furthermore,this work proposes a new error estimate that units all parameter-level errors into a single quantity and compensates for the downsides of the widely used parameter-and object-level error estimates;it also proposes a new deterministic point sets registration method as an alternative to the popular sampling methods. 展开更多
关键词 close-range sensing forest Registration Point cloud Wide-baseline Terrestrial laser scanning Unmanned aerial vehicle Drone In situ Discrete overlap search
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Perceptive insight into incentive design and sustainability of participatory mangrove management: a case study from the Indian Sundarbans
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作者 Rajarshi DasGupta Rajib Shaw 《Journal of Forestry Research》 SCIE CAS CSCD 2017年第4期815-829,共15页
Incentive design is among the decisive factors behind active community participation and long-term sustainability of participatory forest management. Especially in case of mangroves, where multiple interests apply, it... Incentive design is among the decisive factors behind active community participation and long-term sustainability of participatory forest management. Especially in case of mangroves, where multiple interests apply, it requires a careful integration of several ecological, economic and institutional factors. The primary objective of this paper is to understand the basis of incentive design and make a comprehensive inquiry into the existing incentive mechanism of participatory mangrove management in Indian Sundarbans. The qualitative and in-depth assessment was derived against a conceptual framework that contains three main determinants: (1) resources availability, (2) control mechanism, and (3) perception of end-users. The study deploys the results of various participatory exercises such as structured interviews with forest officials, focus group discussions with 10 Joint Forest Management Committees and semi-structured interviews with 119 mangrove users. In general, we observed an over-cautious, hierarchical and safety-margin-based incentive design with distinct bifurcation of communities over the adequacy and effectiveness of derived benefits. Although, the incentives are diverse and align well with the overall conservation of mangroves, they are considered to be insufficient by nearly half of the mangrove users. The main issues that were observed to hinder effective community participation can be summarized as (1) serious restrictions on access to economically exploitable mangrove products, (2) passive involvement of vulnerable occupational groups, and (3) lack of trust and conflicting interests between the officials and the communities. Although the existing preventive management of mangroves can be justified considering the magnanimity of the Indian Sundarbans, it can severely impair community participation and emerge as a clear threat to future sustainability. To secure greater participation of the communities, we propose small scale, innovative developmental incentives to supplement traditional forest-resource-based incentives. 展开更多
关键词 Mangrove conservation Community based mangrove management Joint forest management Community perception
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Forest in situ observations through a fully automated under-canopy unmanned aerial vehicle
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作者 Xinlian Liang Haiyun Yao +1 位作者 Hanwen Qi Xiaochen Wang 《Geo-Spatial Information Science》 CSCD 2024年第4期983-999,共17页
Close-range sensing has yet to attain the status of being a dependable source for in situ forest information as the conventional field inventory.Each solution has its advantages and disadvantages in terms of accuracy,... Close-range sensing has yet to attain the status of being a dependable source for in situ forest information as the conventional field inventory.Each solution has its advantages and disadvantages in terms of accuracy,completeness,and efficiency.For a forest area,Terrestrial Laser Scanning(TLS)has the highest data quality,but is limited to static perspectives and lack the efficiency.Mobile Mapping Systems(MMS)systems gain on the efficiency but compromise the data quality.More recently,under-canopy UAV caught attentions for its potential to leverage the advantages of both TLS and MMS systems.This study demonstrates the feasibility of autonomous forest in situ investigation using an autonomous under-canopy UAV Laser Scanning(ULS)system,and evaluates the performance of such system in deriving key forest and tree attributes through a comparison with other close-range sensing systems such as the TLS and the Personal Laser Scanning(PLS).The under-canopy ULS system uses an onboard LiDAR sensor to aid its self-traverse in an unknown forest environment and to collect point cloud data during its movement inside the forest.Key factors influencing the systems’overall performance were investigated via various experiments.The point cloud data collected by the under canopy autonomous ULS system deliver similar stem capturing capacity as TLS in single layer forest stands with less undergrowth.The RMSEs of the DBH estimates were 0.81 cm(3.80%),4.12cm(19.92%),and 5.13cm(22.01%),respectively.The RMSEs of the stem curve estimates were 1.27 cm(5.48%),3.97 cm(17.63%),and 5.18 cm(22.49%),respectively.The geometric accuracy and the completeness of the point cloud significantly improved when the trajectory was densified.More studies on autonomous route planning in complex unknown forest is required to improve the system mobility,data quality,and the applicability of such systems in future practical forest in situ observations. 展开更多
关键词 close-range sensing forest in situ under canopy Unmanned Aerial Vehicle(UAV) laser scanning point cloud
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基于LDA主题和SnowNLP情感分析的国家森林公园游客感知研究——以天柱山国家森林公园为例 被引量:1
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作者 张洪 邢永闯 《徐州工程学院学报(社会科学版)》 2025年第1期66-72,共7页
研究选取安徽天柱山国家森林公园为案例,以携程旅行网的在线评论为研究对象,运用LDA主题模型对游客的在线评论进行主题提取,并使用SnowNLP文本分析库对评论进行情感分析,深入探究游客对天柱山国家森林公园的感知。研究结果显示,游客对... 研究选取安徽天柱山国家森林公园为案例,以携程旅行网的在线评论为研究对象,运用LDA主题模型对游客的在线评论进行主题提取,并使用SnowNLP文本分析库对评论进行情感分析,深入探究游客对天柱山国家森林公园的感知。研究结果显示,游客对天柱山国家森林公园的自然景观、交通设施、门票与服务以及与其他景区的对比表现出高度关注。游客对天柱山国家森林公园的整体情感趋于积极,积极情感主要来自公园优美的自然景观、深厚的文化底蕴、便捷的索道交通;而消极情感则主要涉及工作人员服务态度欠佳、景区管理工作不到位、小程序“语音导游”模块运行不稳定等问题。基于研究结果可提出以下建议:加强对自然景观的保护工作,确保森林资源的可持续利用;多方面协同发力,进一步提升服务质量和游客体验;加强宣传工作,提升游客对公园文化底蕴的关注。 展开更多
关键词 国家森林公园 游客感知 LDA主题 情感分析
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大健康背景下基于公众认知的广西森林康养产业发展路径研究
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作者 唐庆 谈思仪 +3 位作者 倪莉 杨丽萍 曾怡嘉 李周澧 《广西林业科学》 2025年第4期437-445,共9页
随公众健康意识增强,森林康养产业逐渐兴起。为促进广西森林康养产业发展,充分发挥广西生态资源优势,结合问卷调查、相关性分析和回归分析,探讨公众对森林康养了解程度和参与意愿及影响公众参与森林康养活动的因素。结果表明,公众对森... 随公众健康意识增强,森林康养产业逐渐兴起。为促进广西森林康养产业发展,充分发挥广西生态资源优势,结合问卷调查、相关性分析和回归分析,探讨公众对森林康养了解程度和参与意愿及影响公众参与森林康养活动的因素。结果表明,公众对森林康养了解程度较低,但参与意愿较强;倾向于回归自然的森林康养环境;对森林康养基础设施和配套服务的完善有较高期待;关注森林康养产品的多样性和价格合理性及工作人员的态度和能力。根据调查结果提出生态筑基与可持续利用、精准化产品创新与场景构建、品牌塑造与市场培育、基础设施提质与服务网络构建和专业化人才培育与职业体系构建等建议。 展开更多
关键词 森林康养 公众认知 发展路径 广西
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国家公园游客环境感知对亲环境行为的影响--基于自然联结与情绪状态的双重中介作用 被引量:1
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作者 刘萃菲 杨宇欣 +3 位作者 林雨婷 陈佑成 陈志丹 马永强 《林业经济问题》 北大核心 2025年第4期404-416,共13页
以武夷山国家公园为研究对象,基于SOR理论模型的“刺激-有机体-反应”机制,采用多元统计分析方法分析环境感知与游客亲环境行为之间的关系。研究发现:(1)环境感知中地方氛围对游客亲环境行为产生正向影响,而景观感知与旅游疗愈不能直接... 以武夷山国家公园为研究对象,基于SOR理论模型的“刺激-有机体-反应”机制,采用多元统计分析方法分析环境感知与游客亲环境行为之间的关系。研究发现:(1)环境感知中地方氛围对游客亲环境行为产生正向影响,而景观感知与旅游疗愈不能直接对游客亲环境行为产生影响;(2)情绪状态在游客行为形成中发挥重要中介作用,但自然联结无法在环境感知与亲环境行为中形成显著中介作用;(3)游客外倾性负向调节景观感知对情绪状态的预测作用。研究结果揭示了不同环境感知对游客亲环境行为的影响过程,将游客个体特征与客观环境相结合,提出了要形成景观布局合理化,增强游客与自然的情感联系;发挥森林康养的疗愈功能,促进游客身心恢复;加强国家公园的环境保护,增加游客的亲环境行为等建议。 展开更多
关键词 国家公园 环境感知 游客亲环境行为 森林生态旅游
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森林康养体验者感知偏好及其影响因素探究——以陕西秦岭森林康养基地为例 被引量:1
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作者 谷京晶 张欢 +2 位作者 李可欣 王会霞 石辉 《园林》 2025年第4期121-128,共8页
森林康养是迅速发展的新兴旅游产业,了解森林康养体验者的感知偏好,有利于提升森林康养服务的吸引力和满足多元化需求,从而为森林康养产业的发展提供理论支持和实践指导。通过实地考察秦岭陕西区域内4个主要森林康养基地,对收集的378份... 森林康养是迅速发展的新兴旅游产业,了解森林康养体验者的感知偏好,有利于提升森林康养服务的吸引力和满足多元化需求,从而为森林康养产业的发展提供理论支持和实践指导。通过实地考察秦岭陕西区域内4个主要森林康养基地,对收集的378份有效问卷进行统计分析,构建结构方程模型并进行验证,得到以下结果:(1)不同年龄段的体验者对森林康养的理解存在多样性,青年体验者更认可其多元功能,中年体验者关注健康相关活动,老年体验者则侧重直接的健康效益和生态价值;(2)在休憩方式上,体验者普遍喜欢欣赏风景和休闲散步,对森林景观和文物古迹表现出较高兴趣,且夏季成为最受欢迎的体验季节;(3)气候舒适度、餐饮住宿条件、交通便利性和生态文化特色是影响森林康养体验和目的地选择的关键因素;(4)感知偏好对森林康养的认知和目的地选择均有显著正向影响,且在所有影响因素中最为显著。研究结果强调优化体验者感知偏好,综合提升服务质量、环境设施、生态保护意识及地方文化特色,对于提高森林康养基地吸引力和竞争力具有重要意义。 展开更多
关键词 森林康养 秦岭 感知偏好 结构方程模型 影响因素
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基于随机森林的公园生态景观视觉感知综合评价方法
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作者 崔欣雨 莫路锋 +2 位作者 王国英 易晓梅 吴鹏 《生态学报》 北大核心 2025年第11期5277-5288,共12页
随着城市化进程的加快、环境保护需求的提升以及人们对高品质生活的追求,城市公园的景观视觉感知舒适度研究逐渐成为城市规划与管理中的关键议题,然而现有研究尚未形成系统的评价指标和量化方法。为解决这一问题,在景感生态学理论基础上... 随着城市化进程的加快、环境保护需求的提升以及人们对高品质生活的追求,城市公园的景观视觉感知舒适度研究逐渐成为城市规划与管理中的关键议题,然而现有研究尚未形成系统的评价指标和量化方法。为解决这一问题,在景感生态学理论基础上,提出了一种基于随机森林的公园景观视觉感知综合评价方法。该方法结合语义分割技术与HSB(色调、饱和度、亮度)颜色模型,从空间、自然、建筑与色彩四个维度对景观特征进行量化,拓展了城市公园景观的评价体系。通过与逐步线性回归模型的对比分析,验证了随机森林回归模型在公园景观视觉感知舒适度预测中的优越性,并探讨了其在不同视觉感知舒适度评估中的表现。研究基于杭州市10个滨水城市公园的景观图像数据集展开,实验发现,天空开敞度、水域覆盖度、树木丰富度、草本植物丰富度、草地覆盖度及开花植物丰富度对视觉感知舒适度具有正向影响,而道路铺装度与冷暖色调对比度则产生负向影响。随机森林回归模型的R^(2)(0.814)显著高于逐步线性回归模型的R^(2)(0.601),在不同视觉评分等级下展现出较高的预测准确度,尤其在极端评分(1级与5级)的预测中表现尤为突出。研究不仅为城市公园的规划建设与景观优化提供了理论基础与技术支持,也为城市高质量发展与精细化管理提供了有效的技术手段。 展开更多
关键词 公园景观 视觉感知舒适度 随机森林 景观规划
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城市森林公园生态系统文化服务的公众偏好与感知
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作者 白晓航 陈洁萍 《林业科学》 北大核心 2025年第6期99-108,共10页
【目的】基于社交媒体平台的在线评论数据与实地调查数据,量化公众对南京城市森林公园生态系统文化服务的感知与偏好,助力公众满意度提升与公园精准管控,促进城市森林公园生态空间优化与可持续管理。【方法】在南京典型森林公园内,通过... 【目的】基于社交媒体平台的在线评论数据与实地调查数据,量化公众对南京城市森林公园生态系统文化服务的感知与偏好,助力公众满意度提升与公园精准管控,促进城市森林公园生态空间优化与可持续管理。【方法】在南京典型森林公园内,通过实地调研、社交媒体数据分析和自然语言处理技术,基于“重要性-满意度”分析模型,量化公众对生态系统文化服务的感知、偏好和影响。【结果】1)公众对美学欣赏服务和休闲游憩服务高度认可,而对情感连接服务、灵感获取服务及文化传承服务的满意度较低,服务之间存在供需错位,亟需提升公众的精神和情感需求类服务。2)年轻群体偏爱教育认知服务和休闲游憩服务,而老年群体偏爱健康促进服务和情感连接服务;男性偏爱休闲游憩服务和健康促进服务,而女性偏爱美学欣赏服务、教育认知服务和情感连接服务。3)可达性与使用频次促进社会交流服务、情感连接服务和健康促进服务,因此需加强森林公园的可达性建设。4)不同职业群体对生态系统文化服务具有各自的独特需求和偏好,因此需完善智慧景观系统提升服务体验,激励公众参与公园管理与建设。【结论】不同年龄、性别、可达性、使用频次和职业背景的访客对生态系统文化服务的偏好存在显著差异,公园管理需采取政策支持、个性化服务、科技融合和社区参与等差异化服务策略,为城市森林公园生态空间的科学规划和管理提供有力支撑。 展开更多
关键词 生态系统文化服务 感知 满意度 森林公园 服务功能
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环境质量感知对游客森林碳汇购买意愿的影响 被引量:1
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作者 林向前 《林业经济问题》 北大核心 2025年第1期82-90,共9页
基于福建省顺昌县“一元碳汇”试点项目的典型案例,借助当地生态旅游游客的实地调研数据,采用PLS-SEM探讨环境质量感知对游客森林碳汇购买意愿的影响机理。研究结果表明:环境质量感知、敬畏感、责任感对游客森林碳汇购买意愿具有显著的... 基于福建省顺昌县“一元碳汇”试点项目的典型案例,借助当地生态旅游游客的实地调研数据,采用PLS-SEM探讨环境质量感知对游客森林碳汇购买意愿的影响机理。研究结果表明:环境质量感知、敬畏感、责任感对游客森林碳汇购买意愿具有显著的正向影响、与森林碳汇购买意愿呈链式关系;生态认同在环境质量感知对游客碳汇购买意愿的影响过程中起负向调节作用。据此,提出了环境质量与体验提升、自然景观生态教育利用、碳汇购买和生态保护实践持续推动、碳汇展示成果等方面的政策建议。 展开更多
关键词 森林碳汇 环境质量感知 购买意愿 生态旅游
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Residents’Perception of the Recreational Value of Forest Parks:A Case Study in Shanghai,China 被引量:4
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作者 ZHANG Kaixuan WANG Xiaoling +2 位作者 SHI Jiaying ZHANG Xijin ZHU Qichong 《Journal of Resources and Ecology》 CSCD 2020年第4期425-434,共10页
Forest parks provide important recreational and tourism bene?ts to residents,so it is essential to know what residents’perceptions are regarding the recreational value of forest parks for participatory forest plannin... Forest parks provide important recreational and tourism bene?ts to residents,so it is essential to know what residents’perceptions are regarding the recreational value of forest parks for participatory forest planning and management.This study investigated forest park recreational value in the physical,psychological,and social dimensions in Shanghai according to questionnaires completed by 658 respondents,and examined the relationships between recreational value and residents’social variables by multiple correspondence analysis(MCA).The results show the following:1)The recreational value of forest parks is perceived as most important in the psychological dimension,while in the social dimension it is appreciated the least.2)In terms of the differences in forest park recreational value in suburbs and rural areas,the social value in rural areas had significantly higher scores than in the suburbs,and the psychological value in suburbs is much higher than that in the rural areas.3)Regarding the social variables which characterize residents in suburbs and rural areas,females and younger groups tended to assign higher scores to recreational value than males and older groups.Moreover,citizens with low education or low income also assigned higher scores to recreational value compared to more educated or higher-income residents.The results of this study reveal the recreational value characteristics of Shanghai forest parks in the three dimensions,which can provide a scientific basis for the sustainable development of urban forest resources and contribute to reasonable planning and management. 展开更多
关键词 forest park multiple correspondence analysis recreational value social perception
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基于计算机视觉技术的城市河道景观视觉感知研究
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作者 罗俊杰 雷泽鑫 +1 位作者 孔欣雅 徐文辉 《中国园林》 北大核心 2025年第2期78-85,共8页
视觉感知研究是风景园林学科的重要方向之一。城市河道是建成环境的重要组成部分,对其进行视觉感知研究有利于揭示河道景观特征与公众感知之间的关系。目前,大数据、深度学习和虚拟现实等技术的快速发展为建成环境视觉感知研究提供了技... 视觉感知研究是风景园林学科的重要方向之一。城市河道是建成环境的重要组成部分,对其进行视觉感知研究有利于揭示河道景观特征与公众感知之间的关系。目前,大数据、深度学习和虚拟现实等技术的快速发展为建成环境视觉感知研究提供了技术支撑。在此背景下,提出基于计算机视觉技术和沉浸式虚拟现实技术的城市河道景观视觉特征分析方法,以实现对大尺度河道景观灵活且高效的视觉评价。以伦敦泰晤士河为例,利用计算机视觉技术对水面视角的全景图像进行像素级语义分割,实现多种景观要素的识别与量化分析。同时,通过沉浸式虚拟现实技术获取受试者对城市河道景观的主观视觉感知评价,并进行总体比较及空间分布特征分析。基于以上分析,探讨客观视觉分析与主观视觉感知结果之间的相关性,并采用随机森林算法分析影响主观视觉感知的客观环境因素。研究方法弥补了传统定性分析的不足,可为城市河道环境评价和优化提升提供依据,并为相关研究提供新思路。 展开更多
关键词 风景园林 河道景观 图像语义分割 虚拟现实 随机森林 视觉感知
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基于SBAS-InSAR和随机森林算法的地铁施工期道路形变感知方法研究
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作者 郭立扬 谢雄耀 +2 位作者 唐亘跻 曾昆 柴隆 《建筑施工》 2025年第5期662-667,共6页
城市地铁往往沿原有主干道路修筑,其施工将不可避免地对道路产生不利影响。目前的道路形变监测方法监测成本高,无法进行大面积、长时间的形变监测。以福州滨海快线机场公安局—长乐机场段为研究对象,利用SBAS-InSAR技术获取地铁线路周... 城市地铁往往沿原有主干道路修筑,其施工将不可避免地对道路产生不利影响。目前的道路形变监测方法监测成本高,无法进行大面积、长时间的形变监测。以福州滨海快线机场公安局—长乐机场段为研究对象,利用SBAS-InSAR技术获取地铁线路周边地表形变数据,采用随机森林模型、反距离权重法以及克里金法对国道G316区域进行空间插值,并利用现场实测数据以及地质信息对插值结果进行对比分析。结果表明,在3种空间插值方法中,随机森林模型具有更好的鲁棒性,能够减小样本数据中的噪声,从而得到的插值结果精度最高,误差仅为毫米级。福州滨海软土地区盾构掘进可以影响掘进面前方20 m内的地表沉降,最终沉降量可达20 mm。 展开更多
关键词 地铁施工 道路沉降 SBAS-InSAR技术 随机森林 形变感知
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基于局部几何先验与Transformer的点云树种分类研究
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作者 刘耀廷 刘正军 +1 位作者 曹昌昊 陈一铭 《测绘科学》 北大核心 2025年第8期92-100,共9页
针对现有树种分类方法对复杂单木点云特征信息提取不足,并对地基激光雷达(TLS)和机载激光雷达(ALS)的单木数据混合分类精度受限的问题,该文提出了一种创新的点云树种分类方法MFFTCN。该方法首先通过局部几何先验增加单木点云的特征维度... 针对现有树种分类方法对复杂单木点云特征信息提取不足,并对地基激光雷达(TLS)和机载激光雷达(ALS)的单木数据混合分类精度受限的问题,该文提出了一种创新的点云树种分类方法MFFTCN。该方法首先通过局部几何先验增加单木点云的特征维度,其次使用基于PointNet++的set abstraction(SA)进行特征提取,并提出了基于Transformer的特征交互模块进行多尺度特征聚合。该文选取由TLS和ALS混合构成的自建数据集(2类树种)和公开的Weiser数据集(5类树种)进行精度评价,并与PointMLP和RepSurf等先进方法进行对比分析。试验结果表明,该文方法在自建数据集和Weiser数据集的总体精度分别达到了97.33%和90.36%,同样达到了较高的F1和Kappa,显著优于对比方法,验证了该文方法的有效和可靠性。 展开更多
关键词 树种分类 激光点云 几何先验 森林近距离感知 深度学习
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