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Coupling Spectral Indices and Machine Learning to Compare GF-6 and Sentinel-2A Data in Forest Health Monitoring
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作者 CHEN Jiahui XU Hanqiu TANG Fei 《Chinese Geographical Science》 2025年第3期581-599,共19页
The red-edge bands and their derived vegetation indices play a crucial role in monitoring vegetation health.The Gaofen-6(GF-6)and Sentinel-2A satellites are equipped with two and three red-edge bands,respectively,thus... The red-edge bands and their derived vegetation indices play a crucial role in monitoring vegetation health.The Gaofen-6(GF-6)and Sentinel-2A satellites are equipped with two and three red-edge bands,respectively,thus making them invaluable for monit-oring forest health.To compare the performance of these two satellites’red-edge bands in monitoring forest health,this study selected forests in Liuyang City,Hunan Province and Tonggu County,Jiangxi Province and Hanzhong City,Shaanxi Province in China as study areas and used three commonly used red-edge indices and the Random Forest(RF)algorithm for the comparison.The three selected red-edge indices were the Normalized Difference Red-Edge Index 1(NDRE1),the Missouri emergency resource information system Ter-restrial Chlorophyll Index(MTCI),and the Inverted Red-Edge Chlorophyll Index(IRECI).Through training of sample regions,this study determined the spectral differences among three forest health levels and established classification criteria for these levels.The res-ults showed that GF-6 imagery provided higher accuracy in distinguishing forest health levels than Sentinel-2A,with an average accur-acy of 90.22%versus 76.55%.This difference is attributed to variations in the wavelengths used to construct the red-edge indices between GF-6 and Sentinel-2A.In the RF algorithm,this study employed three distinct band combinations for classification:all bands including red-edge bands,excluding red-edge bands,and only red-edge bands.The results indicated that GF-6 outperformed Sentinel-2A when using the first and second band combinations,yet slightly underperforming with the third.This outcome was closely associ-ated with the importance of each band’s contribution to classification accuracy reveled by the Gini importance score,their sensitivity in detecting forest health conditions,and the total number of bands employed in the classification process.Overall,the NDRE1 derived from GF-6 achieved the highest average accuracy(90.22%).This study provides a scientific basis for selecting appropriate remote sens-ing data and techniques for forest health monitoring,which is of significant importance for the future ecological protection of forests. 展开更多
关键词 remote sensing Gaofen-6(GF-6) Sentinel-2A red-edge index Random forest(RF) forest health
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Survey of damaging pests and preliminary assessment of forest health risks to the long term success of Pinus radiata introduction in Sichuan, southwest China 被引量:3
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作者 李荣伟 肖育贵 +4 位作者 周建华 吴宗兴 阎红 黄泉 刘千里 《Journal of Forestry Research》 CAS CSCD 2008年第2期85-100,共16页
Pinus radiata was introduced to the summer rainfall environments of Sichuan Province, China in the 1990s as a part of an afforestation pmgram for soil and water conservation in the arid and semi-arid river valley area... Pinus radiata was introduced to the summer rainfall environments of Sichuan Province, China in the 1990s as a part of an afforestation pmgram for soil and water conservation in the arid and semi-arid river valley area of Aba Prefecture. Within this region a total area of 26 000 ha have been identified through climate matching as suitable and a further 63 000 ha potentially suitable for environmental plantings of P. radiata. The plantations are being established in widely separated small patches on steep and degraded slopes along the dry river valley The newly introduced P. radiata are exposed to two kinds of forest health risks: they may be attacked by (a) indigenous pathogens and pests against which they may not possess any resistance or (b) by inadvertently introduced foreign pests or pathogens. This paper presents a survey of the potential damaging pests and a preliminary assessment of forest health risks facing the P. radiata plantations over a much longer timeframe than the initial phase of introduction and early plantation establishment. An empirical appmach was adopted to evaluate forest health risks by a combination of literature review, examination of historical records of pest and disease outbreaks in the surrounding conifemus forests, field surveys and inspections, specimen collection and identification, and most importantly, expert analysis of the likelihood of attack by specific pests and pathogens and the subsequent impact of such attacks. The assessment identified some specific forest health risks to the long-term success of P. radiata introduction in this area. These risks are closely associated with the indigenous pests and pathogens of the two native pine species, P. tabulaeformis and P. armondii since these pests and pathogens are considered more likely to establish on P. radiata over time. Exotic pests and pathogens are of a quarantine concern at present. Based on the results of assessment, recommendations are pmvided to improve forest vigour and to reduce the forest health risks posed by indigenous as well as exotic pests and pathogens to the introduced P. radiata. Ways to increase the ability to manage the forest health risks once a particular pest infestation and disease eventuates are also recommended. Although detrimental to the survival and growth of the introduced P. radiata, the impact of identified forest health risks are not considered to be fatal to the long term success ofP. radiata in this area. 展开更多
关键词 Pinus radiata species introduction dry river valley forest health risks
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Determinates of the competitiveness of provincial forest health care industry in China
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作者 LIU Fang ZOU Zai-jin 《Ecological Economy》 2023年第4期344-358,共15页
Due to the late start of China’s forest health industry,related research is lagging behind,which results in the inability to propose a corresponding path to enhance competitiveness.Based on this,the evaluation index ... Due to the late start of China’s forest health industry,related research is lagging behind,which results in the inability to propose a corresponding path to enhance competitiveness.Based on this,the evaluation index system of provincial forest health industry competitiveness was constructed by using the Porter diamond model,and the Entropy-TOPSIS model is used to evaluate the competitiveness of China’s provincial forest health industry,and the key influencing factors of the forest health industry competitiveness are identified by using the grey correlation analysis method,and the specific promotion path was designed.The empirical results show that the grey correlation degree between related and supporting industries and the competitiveness score of the forest health industry is the highest,which confirms that it is the key influencing factor of the competitiveness of the forest health industry.Therefore,government departments should vigorously promote the integration of cultural tourism,medical care,pension and other related industries with the forest health care industry;enterprises should strengthen the construction of forest health infrastr ucture and supporting facilities to improve the level of forest health services. 展开更多
关键词 industrial competitiveness forest health influencing factors promotion path
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Application of Visualization Method in Forest Health Operation
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作者 徐凯 黄心渊 《Journal of Landscape Research》 2009年第4期39-42,52,共5页
The rapid development of visualization techniques makes the demonstration of forestry more profound and free,this study takes Badaling functional area of Beijing Forestry Health Projects as the background,puts forward... The rapid development of visualization techniques makes the demonstration of forestry more profound and free,this study takes Badaling functional area of Beijing Forestry Health Projects as the background,puts forward a practical demonstration thought,and provides references and basis for the future visualized demonstration of such forestry health projects. 展开更多
关键词 forest health operation VISUALIZATION MONTAGE ANIMATION
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On forest ecosystem health and its Connotations 被引量:8
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作者 陈高 王庆礼 +1 位作者 邓红兵 代力民 《Journal of Forestry Research》 SCIE CAS CSCD 2002年第2期147-150,165,共4页
This paper cursorily introduced some ideas and approaches of ecosystem health researches. The definition and connotations of forest ecosystem health have also been expatiated. Defining forest ecosystem health has been... This paper cursorily introduced some ideas and approaches of ecosystem health researches. The definition and connotations of forest ecosystem health have also been expatiated. Defining forest ecosystem health has been discussed from the management objective approach, ecosystem approach, and integration approach. To impel the relative researches in China, more attention on the properties of a forest ecosystem should be paid. 展开更多
关键词 Ecosystem health forest ecosystem health Connotations forest
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A Systematic Review of Climate Change and Forest Disease Impacts on Sustainable Forest Ecosystems
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作者 Ahmad Syihan Mat Udin Siti Dina Razman Pahri +2 位作者 Mohd Farid Ahmad Ahmad Syazwan Samsuddin Azlan Abas 《Journal of Environmental & Earth Sciences》 2025年第8期207-221,共15页
Forests all over the world have been dramatically impacted by climate change,which has contributed to an increase in the number of pathogen invasions and the rise in the prevalence of forest diseases.This article pres... Forests all over the world have been dramatically impacted by climate change,which has contributed to an increase in the number of pathogen invasions and the rise in the prevalence of forest diseases.This article presents a systematic review that investigates the intricate relationship between climate change and the prevalence of forest diseases.The study identifies climate-related factors that drive the rising incidence of these forest diseases.Following the PRISMA guidelines,73 studies were selected and analyzed from a pool of 3,510 articles,focusing on their spatial and temporal patterns,contextual drivers,and linkages to climate change.The findings underscore the critical role of extended drought periods and rising temperatures as key factors exacerbating forest disease outbreaks.Methodologically,only 3%of the studies utilized field sampling,indicating a predominance of laboratory analysis methods at 45%.Geographically,temperate forests accounted for 78%of the studies,forest plantations 20%,and boreal forests 2%.This review highlights the pressing need for sustainable forest management practices to counteract the adverse impacts of climate change on forest ecosystems.By identifying critical climate drivers and ecological vulnerabilities,this research provides a foundation for adaptive silviculture and pathogen management strategies. 展开更多
关键词 forest health GOVERNANCE Climate Change forest Disease Variability Sustainable forest forest Degradation Systematic Literature Review
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Evaluation of the forest ecosystem health in Beijing area 被引量:1
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作者 Ma Li Han Hai-rong Ma Qin-yan Liu Hong-wen Xia Wei-wei Cheng Xiao-qin 《Forestry Studies in China》 CAS 2007年第2期157-163,共7页
The evaluation of ecosystem health has become one of the main research topics of ecosystem science, thus more and more assessment methods and frameworks have been put forward in recent years. However, the attention pe... The evaluation of ecosystem health has become one of the main research topics of ecosystem science, thus more and more assessment methods and frameworks have been put forward in recent years. However, the attention people pay to ecosystem health is actually more about what the social functions the ecosystem affords, which depend on the integrity and maintenance of the ecosystem structure and function, and the intensity of disturbance from outside. Accordingly, this research commenced from three main aspects, selected the evaluation indices, and then established the Evaluation Index System of Beijing Forest Ecosystem Health (EIS-BFEH). In the EIS-BFEH, each of the three foundations contained an easily-operated and standard sub-index system, which compounded the specific natural and social conditions of Beijing and was concrete enough to measure and evaluate. Then with the method of the Analytical Hierarchy Process (AHP), the comprehensive index (CI) could be obtained, which represented the health of the forest ecosystem. As a case study, the forest ecosystems in the Badaling area were sampled, evaluated, compared and ranked by use of the EIS-BFEH. The result show that the health of natural forests is much better than that of plantations in the Badaling forest center: the average comprehensive index of the former is 7.9, while the latter is only 6.6. From the results, it could also be found that there are nine units in the healthy state, two units in the subhealthy state, and only one unit of Robiniapseudoacacia in the morbid state. 展开更多
关键词 Beijing area forest ecosystem health EVALUATION Badaling forest Center
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Health Effect of Forest Bathing Trip on Elderly Patients with Chronic Obstructive Pulmonary Disease 被引量:18
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作者 JIA Bing Bing YANG Zhou Xin +6 位作者 MAO Gen Xiang LYU Yuan Dong WEN Xiao Lin XU Wei Hong LYU XIAO Ling CAO Yong Bao WANG Guo Fu 《Biomedical and Environmental Sciences》 SCIE CAS CSCD 2016年第3期212-218,共7页
Forest bathing trip is a short, leisurely visit to forest. In this study we determined the health effects of forest bathing trip on elderly patients with chronic obstructive pulmonary disease (COPD). The patients we... Forest bathing trip is a short, leisurely visit to forest. In this study we determined the health effects of forest bathing trip on elderly patients with chronic obstructive pulmonary disease (COPD). The patients were randomly divided into two groups. One group was sent to forest, and the other was sent to an urban area as control. Flow cytometry, ELISA, and profile of mood states (POMS) evaluation were performed. In the forest group, 展开更多
关键词 COPD health Effect of forest Bathing Trip on Elderly Patients with Chronic Obstructive Pulmonary Disease
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Modeling of forest soil and litter health using disturbance and landscape heterogeneity indicators in northern Iran 被引量:1
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作者 Malihe ERFANI Abdolrassoul SALMANMAHINY +1 位作者 Afshin DANEHKAR Vahid ETEMAD 《Journal of Mountain Science》 SCIE CSCD 2017年第9期1801-1813,共13页
This paper focuses on the indicators of soil and litter health, disturbance, and landscape heterogeneity as a tool for prediction of ecosystem sustainability in the northern forests of Iran. The study area was divided... This paper focuses on the indicators of soil and litter health, disturbance, and landscape heterogeneity as a tool for prediction of ecosystem sustainability in the northern forests of Iran. The study area was divided into spatial homogenous sites using slope, aspect, and soil humidity classes. Then a range of sites along the disturbance gradient was selected for sampling. Chemical and physical indicators of soil and litter health were measured at random points within these sites. Structural equation modeling(SEM) was applied to link six constructs of landscape heterogeneity, three constructs of disturbance(harvest, livestock, and human accessibility), and soil and litter health. The results showed that with decreasing accessibility, the total N and organic matter content of soil increased and effective bulk density decreased. Harvesting activities increased soil organic matter. Therefore, it is concluded that disturbances through harvesting and accessibility inversely affect the soil health. Unexpectedly, it was found that the litter total C and C:N ratio improved with an increase in the harvest and accessibility disturbances, whereas litter bulk density decreased. Investigation of tree composition revealed that in the climax communities, which are normally affected more by harvesting activities, some species like Fagus orientalis Lipsky with low decomposition rate are dominant. The research results showed that changes in disturbance intensity are reflected in litter and soil indicators, whereas the SEM indicated that landscape heterogeneity has a moderator effect on the disturbance to both litter and soil paths. 展开更多
关键词 Soil health forest litter Structural equation modeling(SEM) Partial least squares(PLS) Ecosystem approach Northern Iran
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Relationship between Arthropods in Forest Litter and Forest Health
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作者 Guo Rui Wang Yiping Wu Hong 《Chinese Forestry Science and Technology》 2012年第3期34-34,共1页
As an important part in forest ecosystems, the arthropod communities in the forest litter are closely related to forest health.Based on the ecological function,community structure and biology of the arthropods,we disc... As an important part in forest ecosystems, the arthropod communities in the forest litter are closely related to forest health.Based on the ecological function,community structure and biology of the arthropods,we discuss the theoretical basis for the selection of particular groups of arthropods as bio-indicators in this paper,and suggest that the evenness and richness of Collembola(Collembolan), Coleoptera(Beetle) and Hymenoptera(Ant) can serve as forest health indicators.In terms of the relationship between forest litter arthropods and forest health,we summarize the main groups of forest litter arthropods suitable as bio-indicators and their ecological functions in forest ecosystems,and subsequently introduce a simple and accurate new method for selecting forest health indicator species by comparing the frequencies of the various species in different habitats.This method was tested with a real case using forest litter arthropods as a bio- indicator to evaluate rain forest health.Finally,the problems in using forest litter arthropods to evaluate and monitor forest habitat health are discussed and the use of multiple bio-indicator species in order to establish a balanced index system is recommended. 展开更多
关键词 LITTERS arthropods BIO-INDICATORS forest health IndVal method
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产业链视角下森林康养产业发展路径研究——以贵州省为例
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作者 韦坤静 周戈耀 +1 位作者 张玉芳 廖秋月 《林业经济问题》 北大核心 2026年第1期63-74,共12页
基于40位管理人员的半结构化访谈数据,结合3级编码流程,提炼出55个子范畴和21个主范畴,并构建包含康养资源、服务设施、服务人才、康养服务、企业经营、市场营销、竞争优势和制约因素8个维度的森林康养产业发展路径框架。研究发现,贵州... 基于40位管理人员的半结构化访谈数据,结合3级编码流程,提炼出55个子范畴和21个主范畴,并构建包含康养资源、服务设施、服务人才、康养服务、企业经营、市场营销、竞争优势和制约因素8个维度的森林康养产业发展路径框架。研究发现,贵州省森林康养产业在产业链各环节均面临挑战:上游资源供给端存在资源利用不充分、整合度不足及服务重心偏向传统产业等问题;中游服务提供端的服务设施有待完善、人才短缺及产品同质化等问题较为突出;下游市场运营端的经营模式协同效应弱及营销策略精准性不足。此外,竞争优势与制约因素是影响产业链整体效能的关键因素。基于此,提出了推动贵州省森林康养产业健康发展的建议。 展开更多
关键词 产业链 森林康养 扎根理论
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基于鹈鹕算法优化随机森林模型和健康指数的变压器剩余寿命预测
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作者 温爱辉 文豹 +4 位作者 宋坤宇 廖卫平 徐进 高凌志 熊韵奇 《绝缘材料》 北大核心 2026年第2期148-158,共11页
针对变压器寿命预测模型拟合度低且忽略运行状态影响的问题,提出基于鹈鹕算法(POA)优化随机森林(RF)模型的剩余寿命预测模型(POA-RF模型)。以预防性试验、在线监测、缺陷报告和台账数据为对象构建由变压器本体、油质和油中溶解气体健康... 针对变压器寿命预测模型拟合度低且忽略运行状态影响的问题,提出基于鹈鹕算法(POA)优化随机森林(RF)模型的剩余寿命预测模型(POA-RF模型)。以预防性试验、在线监测、缺陷报告和台账数据为对象构建由变压器本体、油质和油中溶解气体健康指数等组成的变压器健康指数体系,考虑运行状态对剩余寿命的修正作用,以健康指数体系相关参量为输入,采用鹈鹕算法优化随机森林模型,解决其过拟合问题,提升预测准确性。以收集的变压器实例数据进行实验,验证模型的准确性。结果表明:对于测试样本中的8组报废样本,POA-RF模型预测的剩余寿命平均绝对误差为1.1870年,比RF模型的预测值和健康指数理论的计算值分别减小了20.52%和49.02%;对于所有测试样本,和其他常用机器学习算法对比,POA-RF模型的相关性能指标均为最优,优化效果明显,能够较好地预测变压器的剩余寿命。 展开更多
关键词 变压器 寿命预测 健康指数 随机森林 鹈鹕算法
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Assessment of forest dieback on the Moroccan Central Plateau using spectral vegetation indices
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作者 Youssef Dallahi Amal Boujraf +1 位作者 Modeste Meliho Collins Ashianga Orlando 《Journal of Forestry Research》 SCIE CAS CSCD 2023年第3期793-808,共16页
Cork oak forests in Morocco are rich in resources and services thanks to their great biological diversity,playing an important ecological and socioeconomic role.Considerable degradation of the forests has been accentu... Cork oak forests in Morocco are rich in resources and services thanks to their great biological diversity,playing an important ecological and socioeconomic role.Considerable degradation of the forests has been accentuated in recent years by signifi cant human pressure and eff ects of climate change;hence,the health of the stands needs to be monitored.In this study,the Google Engine Earth platform was leveraged to extract the normalized diff erence vegetation index(NDVI)and soil-adjusted vegetation index,from Landsat 8 OLI/TIRS satellite images between 2015 and 2017 to assess the health of the Sibara Forest in Morocco.Our results highlight the importance of interannual variations in NDVI in forest monitoring;the variations had a signifi cantly high relationship(p<0.001)with dieback severity.NDVI was positively and negatively correlated with mean annual precipitation and mean annual temperature with respective coeffi cients of 0.49 and−0.67,highlighting its ability to predict phenotypic changes in forest species.Monthly interannual variation in NDVI between 2016 and 2017 seemed to confi rm fi eld observations of cork oak dieback in 2018,with the largest decreases in NDVI(up to−38%)in December in the most-aff ected plots.Analysis of the infl uence of ecological factors on dieback highlighted the role of substrate as a driver of dieback,with the most severely aff ected plots characterized by granite-granodiorite substrates. 展开更多
关键词 forest health monitoring Remote sensing DIEBACK Vegetation indices Sibara forest
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贵州省森林康养产业发展现状及对策研究
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作者 韦坤静 周先凤 +3 位作者 张玉芳 曹煜 郭金鹏 周戈耀 《林业调查规划》 2026年第1期190-195,共6页
为调查贵州省森林康养产业发展现状,基于质性研究方法,采用目的抽样法,选取17家森林康养基地的42名管理人员进行访谈,运用Colaizzi 7步分析法归纳主题。共提炼出2个主题和12个亚主题,如发展现状中的政策支持、生态环境、民俗文化资源、... 为调查贵州省森林康养产业发展现状,基于质性研究方法,采用目的抽样法,选取17家森林康养基地的42名管理人员进行访谈,运用Colaizzi 7步分析法归纳主题。共提炼出2个主题和12个亚主题,如发展现状中的政策支持、生态环境、民俗文化资源、民族医药资源、康养产品类型、人才队伍、健康管理中心等;存在问题中的财政扶持不足,监管机制薄弱、配套设施滞后,专业人才短缺、特色产品体系难成,产品同质化严重、健康管理形式化,循证医学证据缺乏、旅游康养融合不足,公众康养意识滞后。建议通过引进专业康养人才,优化人才团队培养模式;完善基地服务配套设施,健全健康管理监管机制等措施,推动森林康养产业持续健康发展。 展开更多
关键词 森林康养 产业发展 健康管理 康养产品 循证医学 半结构访谈 贵州省
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浅析五原县森林病虫害现状及防控能力提升对策
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作者 宋伟江 李鹏飞 +2 位作者 宝力道 段文兰 杨天悦 《内蒙古林业调查设计》 2026年第1期56-60,共5页
森林病虫害是威胁森林健康的重要因素,也是制约区域生态安全的关键问题。文章以五原县为例,系统分析了当地森林病虫害的分布特征、发生面积、危害程度及主要成因。明确了受气候变暖、林分结构单一、防治手段不足等因素影响,病虫害在全... 森林病虫害是威胁森林健康的重要因素,也是制约区域生态安全的关键问题。文章以五原县为例,系统分析了当地森林病虫害的分布特征、发生面积、危害程度及主要成因。明确了受气候变暖、林分结构单一、防治手段不足等因素影响,病虫害在全县呈蔓延趋势的现状,虽未造成重大灾害,但潜在风险持续存在。针对当前在专业队伍、监测预警、检疫机制和经营管理等方面存在的短板,进一步提出构建智能化监测体系、加强检疫闭环管理、推广生态化防治技术等对策建议,以提升区域病虫害综合防控能力,推动森林健康从“被动防治”向“主动治理”转变,为实现森林资源可持续利用和区域生态安全提供科学依据。 展开更多
关键词 五原县 森林健康 病虫害 防控能力提升
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基于TCN-LSTM-Attention模型的桥梁挠度预测
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作者 郝艳军 董红霞 +1 位作者 徐婷 赵晓晋 《科学技术与工程》 北大核心 2026年第3期1259-1268,共10页
桥梁挠度作为衡量桥梁受力变形的重要指标,其精准预测对桥梁安全评估和养护决策颇具意义。传统的桥梁检测方法依赖人工巡检,难以实时反映桥梁健康状况,利用现代传感技术和智能算法开展桥梁健康监测和预警成为当前研究热点。基于桥梁健... 桥梁挠度作为衡量桥梁受力变形的重要指标,其精准预测对桥梁安全评估和养护决策颇具意义。传统的桥梁检测方法依赖人工巡检,难以实时反映桥梁健康状况,利用现代传感技术和智能算法开展桥梁健康监测和预警成为当前研究热点。基于桥梁健康监测传感器实时采集挠度、温度等重要参数,使用孤立森林模型进行异常值检测处理,综合时间卷积网络(temporal convolutional network,TCN)的时序建模能力、长短时记忆网络(long short-term memory,LSTM)的长期依赖捕获能力和注意力机制(Attention)的自适应特征选择能力,构建TCN-LSTM-Attention混合模型实现挠度预测。为优化模型性能,引入鲸鱼优化算法进行超参数搜索调优。结果表明,TCN-LSTM-Attention模型在多种评估指标下表现优异,模型R^(2)为0.97,RMSE(root mean squared error)为0.2066,与TCN和LSTM模型相比,R^(2)分别提升5.24%和3.78%,RMSE分别降低5.47%和4.21%,特别是在长时间跨度预测任务中,模型具有更强的鲁棒性和准确性。研究为桥梁健康监测提供了智能预测方法,可为桥梁养护决策提供科学依据。 展开更多
关键词 桥梁工程 桥梁挠度预测 TCN-LSTM-Attention模型 时间序列 健康监测 孤立森林
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西南地区康养产业高质量发展困境与路径研究——以四川省达州市为例
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作者 张俊浦 《攀枝花学院学报》 2026年第1期1-9,共9页
随着现阶段居民消费转型升级,康养产业已成为我国新兴的支柱产业。康养产业蕴含拉动经济发展的巨大潜力,拥有巨大发展机遇的同时,也同样暗藏着前所未有的挑战。作为生态资源丰富的达州市,康养产业发展既有地方政府全方位的政策支撑,又... 随着现阶段居民消费转型升级,康养产业已成为我国新兴的支柱产业。康养产业蕴含拉动经济发展的巨大潜力,拥有巨大发展机遇的同时,也同样暗藏着前所未有的挑战。作为生态资源丰富的达州市,康养产业发展既有地方政府全方位的政策支撑,又有行业的良好发展前景,可以打造成达州市一个新的经济增长点。在市场还远不成熟的现阶段,政府的引领、支持和资助不可或缺。达州市必须加强康养产业发展的顶层设计研究,完善康养产业发展激励机制,促进康养产业发展合理布局,提升康养产业的服务品质,满足不同人群、不同地域、不同文化背景的康养服务需求。 展开更多
关键词 康养产业 医养结合 森林康养 康养旅游
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森林康养旅游游客体验评价及其影响机制
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作者 肖锦朋 《攀枝花学院学报》 2026年第1期19-29,共11页
森林康养旅游已成为人们逃离都市喧嚣、恢复身心健康的理想选择,了解游客体验评价及其影响机制对我国森林康养旅游发展尤为重要。文章以张家界国家森林公园为案例地,利用八爪鱼采集器抓取携程、同程、去哪儿、Tripadvisor猫途鹰等知名OT... 森林康养旅游已成为人们逃离都市喧嚣、恢复身心健康的理想选择,了解游客体验评价及其影响机制对我国森林康养旅游发展尤为重要。文章以张家界国家森林公园为案例地,利用八爪鱼采集器抓取携程、同程、去哪儿、Tripadvisor猫途鹰等知名OTA平台上的网络评论,运用扎根理论编码分析森林康养旅游游客体验评价及其影响机制。结果显示:森林康养旅游游客体验评价包括感受自然、身体健康、精神疗愈、社交互动及收获希望五个范畴;自然因素、管理因素、价格因素、服务因素及交通因素影响森林康养旅游游客体验评价;体验评价高低对游客行为意愿有显著作用。文章构建了森林康养旅游游客体验评价的影响机制模型,为深入了解游客的森林康养体验提供新思考。 展开更多
关键词 森林康养旅游 体验评价 影响机制 扎根理论 张家界
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Recent tree growth decline unprecedented over the last four centuries in a Tibetan juniper forest 被引量:5
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作者 Yu-Mei Mou Ouya Fang +1 位作者 Xuehan Cheng Hongyan Qiu 《Journal of Forestry Research》 SCIE CAS CSCD 2019年第4期1429-1436,共8页
Forest structure and function are subject to risks of growth declines from intensified drought and frequent extreme events related to climate warming.Knowledge of tree growth declines will help anticipate future respo... Forest structure and function are subject to risks of growth declines from intensified drought and frequent extreme events related to climate warming.Knowledge of tree growth declines will help anticipate future responses of forests to climate change.In this study,we investigated tree growth declines over the last four centuries in a juniper forest on the eastern Tibetan Plateau.By analyzing the radial growth trajectories of individual trees,we identified two events of intense growth decline,one in 1817–1830 and the other in 1969–1999 over the past four centuries.The intensity of the recent decline was unprecedented in the period under study.Ring-width chronology showed a positive correlation with self-calibrating Palmer Drought Severity Indices and a negative correlation with mean monthly temperatures in May and June.The recent intensified growth decline may have been due to temperatureinduced frequent droughts in the study area.Our findings suggest that trees in this juniper forest may face a higher risk of growth decline and even mortality under continued climate warming. 展开更多
关键词 Climate change DENDROECOLOGY DROUGHT forest health Growth DECLINE
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基于分位数回归模型的2型糖尿病足患者住院费用影响因素分析
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作者 罗茜 张慧芳 +4 位作者 郭钊 张祥祥 任超 武嘉乐 贾中伟 《山西医科大学学报》 2026年第2期193-200,共8页
目的从卫生经济学视角,探究2型糖尿病足患者住院费用的异质性分布特征及关键影响因素,为优化糖尿病足分级诊疗策略和医疗资源合理配置提供循证依据。方法收集山西省人民医院2022—2024年收治的237例2型糖尿病足住院患者资料。采用分位... 目的从卫生经济学视角,探究2型糖尿病足患者住院费用的异质性分布特征及关键影响因素,为优化糖尿病足分级诊疗策略和医疗资源合理配置提供循证依据。方法收集山西省人民医院2022—2024年收治的237例2型糖尿病足住院患者资料。采用分位数回归方法在住院费用的10%,50%和90%三个分位数点上对影响因素进行分析,并使用随机森林模型对不同影响因素重要程度进行排序。结果237例患者平均住院总费用为23376.43元,平均住院15 d。单因素分析结果显示,年龄、职业、住院天数、治疗效果、Wagner分级、截肢(趾)6个因素各层间的2型糖尿病足住院费用差异有统计学意义(P<0.05);手术次数、换药次数与住院费用呈显著正相关(P<0.001)。分位数回归结果显示,住院时间为主要核心驱动因素,Wagner 4~5级是导致中等费用医疗负担加重的关键因素,年龄段40~59岁是驱动极高费用的风险因素,在低至中等费用患者(10%,50%分位点)中,手术次数增加会显著加重其医疗费用(均P<0.05)。随机森林模型变量重要性排序依次为:住院时间、手术次数、换药次数、治疗效果、截肢(趾)、职业状态、Wagner分级、年龄。结论基于分位数回归分析,本研究揭示T2DF患者住院费用呈异质性分布,年龄、住院时间、手术次数、Wagner分级在住院费用的不同分位数点产生影响。 展开更多
关键词 2型糖尿病足 卫生经济学 住院费用 分位数回归 随机森林 影响因素
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