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Assessment of Growth and Carbon Stock of 6-Year-Old Dryobalanops lanceolata 6 年生 Dryobalanops lanceolata 的生长和碳储量评估
Pub Date : 2024-05-14 DOI: 10.23960/jsl.v12i2.854
Muhammad Reza Triatmojo, Prijanto Pamoengkas, Darwo
Dipterocarp species are the mainstay of forest products in the form of woodworking. Dryobalanops lanceolata is one of the dipterocarp species. The study aimed to analyze the effect of canopy cover on the growth and carbon storage of 6-year-old D. lanceolata. Data were collected by measuring diameter, height, canopy cover, soil samples, and carbon storage. The research method was carried out by regression between canopy cover and tree diameter and height growth, analyzing soil fertility and carbon content. The 6-year-old D. lanceolata has grown well with a canopy cover of less than 34% (canopy openness of more than 66%) and could grow on clay soil with acidic pH. D. lanceolata at the age of 6 years has been able to improve the nutrient content in the soil. Under 6-year-old D. lanceolata stands, it has provided significant changes to increase the availability of soil nutrients for C-organic, total N, and K-available content. Carbon storage in D. lanceolata has increased in 1 year by 41.91%.Keywords: biomass, canopy cover, carbon growth, Dryobalanops lanceolata
双子叶树种是以木工形式生产林产品的主要树种。Dryobalanops lanceolata 是双子叶树种之一。本研究旨在分析树冠覆盖对 6 年树龄的 D. lanceolata 的生长和碳储存的影响。通过测量直径、高度、树冠覆盖率、土壤样本和碳储量收集数据。研究方法是通过树冠覆盖度与树木直径和高度增长之间的回归,分析土壤肥力和碳含量。树龄 6 年的 D. lanceolata 生长良好,树冠覆盖率低于 34%(树冠开阔度超过 66%),可在 pH 值偏酸的粘土上生长。6 年树龄的长叶女贞能够提高土壤中的养分含量。在生长了 6 年的蓝花楹林下,土壤养分的有机碳、全氮和可利用钾含量都有了显著提高。在 1 年的时间里,D. lanceolata 的碳储量增加了 41.91%。 关键词:生物量、冠层覆盖、碳增长、Dryobalanops lanceolata
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引用次数: 0
Phytochemical Profile of Rhizophora apiculata, Bruguiera gymnorhiza, and Bruguiera cylindrica for Wood Identification 用于木材鉴定的根瘤菌、裸冠菊和圆柱菊的植物化学成分概况
Pub Date : 2024-05-11 DOI: 10.23960/jsl.v12i2.884
Andianto, Imam Wahyudi, Rita Kartika Sari, Gustan Pari, Yanico Hadi Prayogo
Identification of wood species that are difficult to distinguish from their anatomical structure can be done through phytochemical (extractive substance) profiling. This research aimed to analyze the phytochemical profile as a sorter for three species of mangrove wood from Indramayu and Cilacap Regencies, Indonesia, using the liquid chromatography-mass spectrum. The phytochemical markers of taxonomic were the dominant compounds only found in one wood species. The results showed that the three types of wood are dominated by phytochemicals dissolved in ethanol. The results of LCMS analysis of the ethanol extract showed that the phytochemical markers were triterpenoid, flavonoid, and fatty acyls glycoside groups for Rhizophora apiculata, steroid and naphthalene groups for Bruguiera gymnorhiza, and alkaloid as well as fatty amide group for Bruguiera cylindrica. The dominant compounds that characterize these can be used in sorting between mangrove wood species.Keywords: characterizer, compound, mangrove, phytochemicals
对于难以从解剖结构上区分的木材种类,可以通过植物化学(提取物)分析进行鉴定。这项研究的目的是利用液相色谱-质谱法分析植物化学成分谱,作为印度尼西亚 Indramayu 和 Cilacap 地区三种红树林木材的分类器。植物化学分类标记是仅在一种木材中发现的主要化合物。结果表明,溶于乙醇的植物化学物质在这三种木材中占主导地位。乙醇提取物的 LCMS 分析结果表明,Rhizophora apiculata 的植物化学标记为三萜类、黄酮类和脂肪酰糖苷类,Bruguiera gymnorhiza 的植物化学标记为甾类和萘类,Bruguiera cylindrica 的植物化学标记为生物碱和脂肪酰胺类。表征这些特征的主要化合物可用于区分红树林木材种类。 关键词:表征化合物;红树林;植物化学物质
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引用次数: 0
Exploration and Characterization of Host Trees and Orchid Epiphyte Zones in Lore Lindu National Park, Central Sulawesi 中苏拉威西岛洛尔林都国家公园寄主树种和兰花附生区的探索与特征描述
Pub Date : 2024-05-03 DOI: 10.23960/jsl.v12i2.866
M. Nasrun, Rosmaniar Gailea, Sitti Aminah
Host trees are vital for the survival of epiphytic orchids, providing necessary light and air circulation for optimal growth. Large trees with tall canopies contribute to the broader distribution of epiphytic orchids in forest areas. This research aimed to identify the characteristics of orchid host tree species in Lore Lindu National Park, considering both elevation zones and orchid growth zones. The research was conducted at various locations within the park, employing the field exploration survey method (cruise method). This method involved comprehensive exploration at each research site and establishing observation paths along pioneer lines, mainly where orchid host trees were found. The findings indicate the presence of 20 types of orchid host trees and 35 species of epiphytic orchids. The basal branching zone (Zone 3) was the most populated by epiphytic orchids on host trees, and the lowland forest was the elevation zone where most orchid host trees were found in Lore Lindu National Park, Central Sulawesi.Keywords: host trees, Lore Lindu National Park, orchids, zone distribution
寄主树对附生兰的生存至关重要,它为附生兰的最佳生长提供了必要的光照和空气流通。树冠高大的树木有助于附生兰花在林区的广泛分布。本研究旨在确定罗尔林都国家公园中兰花寄主树种的特征,同时考虑海拔区和兰花生长区。研究采用实地勘探调查法(巡航法)在公园内多个地点进行。这种方法包括在每个研究地点进行全面勘探,并沿着先驱线(主要是发现兰花寄主植物的地方)建立观察路径。调查结果表明,公园内有 20 种兰花寄主树和 35 种附生兰。在中苏拉威西省的洛雷林都国家公园,基部分枝区(第3区)是寄主树上附生兰花最多的地方,低地森林是发现兰花寄主树最多的海拔区。 关键词:寄主树;洛雷林都国家公园;兰花;区域分布
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引用次数: 0
Perception of Forest Farmer Groups as a Mediating Variable in Achieving Goals as Members of the Forestry Partnership 认为林农团体是实现林业合作伙伴关系成员目标的一个中介变量
Pub Date : 2024-05-01 DOI: 10.23960/jsl.v12i2.867
Christine Wulandari, Nanda Kurniasari, Samsul Bakri, Bainah Sari Dewi, R. Safe'i, Riyanto
Perception is an essential factor influencing attitudes and behavior toward the forestry partnership program. Apart from that, a person’s perception can positively or negatively impact the program. The forestry partnerships program is a policy that is the basis of a community empowerment program that provides legal access for local communities to meet the needs of non-timber forest products originating from the Bukit Barisan Selatan National Park (BBSNP) area. The research was conducted to identify the role of partnership members’ perceptions as a mediating variable in achieving goals and obtaining benefits as partnership members in the Semaka Region I National Park Management Sector, BBSNP. Data was collected using a questionnaire, and hypothesis testing was performed using Partial Least Square-Structural Equation Model statistical analysis using SmartPLS 4.0 software. The results showed that perception does not play a mediating variable in achieving goals and obtaining benefits as a member of the partnership. The community benefits from the forestry partnership program if they become members even without having a positive perception of the program. Thus, it is possible that they will not commit properly because the important thing is that they have become members because it will be secure and no longer be considered as an encroachment. This means that it is legal access that makes people want to become members of the partnership. So, to increase positive perceptions and ensure the program’s goal is achieved, namely preserving forests and ensuring the fulfillment of people’s lives, it is necessary to increase the intensity of activities that influence people’s perceptions, for example, socialization, mentoring, and coaching.Keywords: forestry partnership, PLS-SEM, social capital, social forestry
观念是影响人们对林业合作伙伴计划的态度和行为的重要因素。除此之外,个人的认知也会对计划产生积极或消极的影响。林业合作伙伴计划是一项社区赋权计划的基础政策,该计划为当地社区提供合法途径,以满足对源自武吉巴里桑雪兰莪国家公园(BBSNP)地区的非木材林产品的需求。本研究旨在确定伙伴关系成员的看法作为一个中介变量,在实现目标和获得收益方面所起的作用,因为伙伴关系成员是 BBSNP Semaka 地区 I 国家公园管理部门的成员。数据收集采用问卷调查法,假设检验采用 SmartPLS 4.0 软件的部分最小平方结构方程模型统计分析法。结果表明,感知并不是实现目标和获得利益的中介变量。如果社区成为林业合作伙伴计划的成员,即使他们对该计划没有积极的认知,也能从该计划中获益。因此,他们有可能不会做出适当的承诺,因为重要的是,他们成为成员后将会得到保障,不再被视为侵占。这意味着,合法的准入才会使人们愿意成为伙伴关系的成员。因此,为了提高人们的积极看法,确保项目目标的实现,即保护森林和确保人们生活的满足,有必要提高影响人们看法的活动的强度,例如社会化、指导和辅导。
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引用次数: 0
Assessing the Economic Value of Water Environmental Services in Mount Merbabu National Park 评估梅尔巴布山国家公园水环境服务的经济价值
Pub Date : 2024-03-20 DOI: 10.23960/jsl.v12i2.802
Kristina Dewi, Andi Syamsu Hardian, Sigit Andy Cahyono
Mount Merbabu National Park (MMNP) is a conservation area that provides environmental services (water) to surrounding villages spread across its area; however, the community has not realized its essential role. The study aims to calculate the economic benefits of water environmental services in MMNP, which the surrounding community utilizes for household needs. Primary data collection was conducted by interviews using structured questionnaires. Samples were determined using the purposive sampling method on 39 MMNP water sources. Data analysis was carried out by calculating public perceptions of water use and assessing willingness to pay for water use for household needs. The study results showed that the economic value of household water is IDR 10,700,681,768 per year, with the value of the willingness to pay the community for water utilization and conservation IDR 4,360,408,000 per year. The total economic benefit of water in the MMNP area is IDR 15,061,089,768 per year. The views and dynamics of water source management on Mount Merbabu are diverse. The water on Mount Merbabu has been a blessing, a source of conflict, a source of life, and can be a tool of political intimidation. It is necessary to make the public aware of water sources, recharge areas, and better water utilization because water has economic value.Keywords: economic value, environmental services, Mount Merbabu National Park, water, willingness to pay
梅尔巴布山国家公园(MMNP)是一个保护区,它为遍布其区域的周边村庄提供环境服务(水);然而,社区并未意识到它的重要作用。本研究旨在计算梅尔巴布山国家公园水环境服务的经济效益,周边社区利用这些服务满足家庭需求。通过结构化问卷进行访谈,收集原始数据。在 39 个 MMNP 水源地采用目的取样法确定样本。通过计算公众对用水的看法和评估家庭用水的付费意愿进行了数据分析。研究结果表明,家庭用水的经济价值为每年 10,700,681,768 印尼盾,社区为用水和节水付费的意愿值为每年 4,360,408,000 印尼盾。MMNP 地区水的总经济效益为每年 15,061,089,768 印尼盾。默尔巴布山水源管理的观点和动态多种多样。默尔巴布山的水既是一种祝福,也是冲突的根源、生命的源泉,还可能成为政治恐吓的工具。有必要让公众了解水源、补给区以及更好地利用水资源,因为水具有经济价值。 关键词:经济价值、环境服务、默尔巴布山国家公园、水、支付意愿
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引用次数: 0
Forest Carbon Modeling in Poplar and Black Locust Short Rotation Coppice Plantation in Hungary 匈牙利杨树和黑槐树短期轮伐种植园的森林碳模型
Pub Date : 2024-03-19 DOI: 10.23960/jsl.v12i2.883
Budi Mulyana, András Polgár, Andrea Vityi
Forest carbon dynamic modeling for estimating the carbon stock in short rotation coppice bioenergy plantation in Hungary will be vital for better comprehending the role of black locust (Robinia pseudoacacia) and poplar (Populus sp.) in carbon dioxide sequestration from the atmosphere. The research aims were to estimate the potential carbon stock and describe the carbon distribution of the short rotation coppice bioenergy plantation above and below ground. Various sources were used to acquire parameterization data for developing forest carbon dynamic models. CO2FIX modeling V.3.2 was utilized in the data analysis to estimate the total carbon stock in biomass, soil, harvested wood products, and bioenergy compartments. Modeling has been around for 45 years. In this research, the total carbon stock of black locust and poplar at the end of the simulation period was 64.13 and 131.08 MgC.ha-1, respectively. The average carbon allocation above and below ground for black locust and poplar was 0.76, 19.76, 1.80, and 21.67 MgC.ha-1, respectively. In conclusion, poplar outperformed black locust regarding carbon storage in the short rotation coppice bioenergy plantation. Below ground carbon allocation was much higher than above ground. Therefore, more attention should be paid on below ground allocation through environmentally friendly soil management.Keywords: bioenergy plantation, carbon dynamics, climate change mitigation, CO2FIX model, fast growing species
建立森林碳动态模型来估算匈牙利短轮伐期林木生物能源种植园的碳储量,对于更好地理解黑刺槐和杨树在从大气中吸收二氧化碳方面的作用至关重要。研究目的是估算潜在的碳储量,并描述短轮伐林生物能源种植园地上和地下的碳分布。研究人员通过各种渠道获取参数化数据,用于开发森林碳动态模型。CO2FIX 模型 V.3.2 用于数据分析,以估算生物质、土壤、伐木制品和生物能源各部分的总碳储量。建模已有 45 年历史。在本研究中,模拟期结束时,黑刺槐和杨树的总碳储量分别为 64.13 和 131.08 MgC.ha-1。黑刺槐和杨树地上地下的平均碳分配量分别为 0.76、19.76、1.80 和 21.67 MgC.ha-1。总之,杨树在短轮伐林生物能源种植园的碳储存方面优于黑刺槐。地下碳分配远高于地上碳分配。关键词:生物能源种植园;碳动态;气候变化减缓;CO2FIX 模型;速生树种
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引用次数: 0
Local Institutions Performance in Mangrove Forest Management on Small Islands: Case Study in Buano Island, Maluku Province, Indonesia 小岛屿红树林管理的地方机构绩效:印度尼西亚马鲁古省布阿诺岛案例研究
Pub Date : 2024-03-17 DOI: 10.23960/jsl.v12i2.840
M. L. Salampessy, Bramasto Nugroho, H. Kartodiharjo, C. Kusmana
Mangrove forests on small islands play an essential role in the stability of island ecosystems. It is crucial to analyze the performance of local institutions in forest management to increase the community’s active role in preserving mangrove forests. This research aims to analyze the performance of local institutions managing mangroves on small islands. The research was conducted on Buano Island, Maluku, Indonesia. In-depth interviews and participant observation were used to obtain data. Data analysis uses a Situation, Structure, Behavior, and Performance (SSBP) approach. The research results show that the community is very dependent on mangrove forests. Resources are owned by the clan group (Soa) but managed by members of the clan group (family). Thus, the phenomenon occurs when common pool resources are managed by private (Dati/Nuru) proprietors. The community regulates the utilization of potential forest resources by dividing management areas controlled by each Soa/Nuru group. The preservation of natural potential on Buano Island is supervised by Kewang and Sasi culture. Applying customary rules increases the community’s active role in managing resources and supporting village management. However, mangrove forest logging activities continue to occur. This performance shows a very high decline in mangrove forest vegetation and regeneration of mangrove forests. Stakeholder support is needed to increase the knowledge and skills of the community, especially traditional leaders, in implementing sustainable forest management.Keywords: forest management, local institution, mangrove, small island
小岛屿上的红树林对岛屿生态系统的稳定起着至关重要的作用。分析当地机构在森林管理方面的表现,以提高社区在保护红树林方面的积极作用,是至关重要的。本研究旨在分析管理小岛屿红树林的地方机构的绩效。研究在印度尼西亚马鲁古省布阿诺岛进行。研究采用深入访谈和参与观察的方式获取数据。数据分析采用了情景、结构、行为和绩效(SSBP)方法。研究结果表明,该社区非常依赖红树林。资源归氏族群体(Soa)所有,但由氏族群体(家庭)成员管理。因此,出现了公共资源由私人(Dati/Nuru)所有者管理的现象。社区通过划分每个 Soa/Nuru 族群控制的管理区域来管理潜在森林资源的利用。布阿诺岛的自然潜力保护工作由 Kewang 和 Sasi 文化负责监督。习惯规则的应用增强了社区在管理资源和支持村庄管理方面的积极作用。然而,红树林砍伐活动仍在继续。这一情况表明,红树林植被和红树林再生的下降幅度非常大。需要利益相关者的支持,以提高社区(尤其是传统领袖)在实施可持续森林管理方面的知识和技能。 关键词:森林管理;地方机构;红树林;小岛屿
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引用次数: 0
Socio-Ecological Effect of Transition Landscape Dynamics from Agroforests to Monoculture Plantation in Upper Citarum Watershed 上西塔鲁姆流域从农林到单一种植过渡景观动态的社会生态效应
Pub Date : 2024-03-15 DOI: 10.23960/jsl.v12i2.813
Luthfan Meilana Nugraha, Lukmanul Hakim, O. Abdoellah, Arief Darmawan, Bondan Winarno
Agroforests in many tropical countries have long been acknowledged as substantially necessary to contribute to biodiversity conservation and community livelihood. The importance of agroforest biodiversification is now overlooked and replaced by a simplified structure due to the impact of agricultural commercialization. Land use changes have occurred in the Upper Citarum Watershed over time, converting traditional agroforests into monoculture plantations at the expense of their socio-ecological function. This paper aimed to analyze land use change dynamics and the effect of biodiversity loss on the socio-economy aspect of the rural agricultural landscape in the Upper Citarum Watershed. We conducted a survey of 95 respondents of community farmers in the agricultural landscape in Sukapura and Resmi Tingal Village using questionnaire guidelines and direct interviews to gather information. There was a significant decrease in plant diversity in some plot agroforests, which, in the previous study, was dominant to be reduced even to local extinctions. The results also show that the farmer poverty index according to BPS criteria is 12.63% of respondents who are below the poverty line. Our results imply that preserving mixed-garden (talun) patches in a landscape dominated by cash-crop gardens is one of the strategies that could conserve landscape biodiversity and increasingly a sustainable livelihood.Keywords: agriculture commercialization, agroforestry, land use change, poverty index, rural development
许多热带国家的农林长期以来一直被认为是促进生物多样性保护和社区生计的必要条件。现在,由于农业商业化的影响,农林生物多样性的重要性被忽视,取而代之的是简化的结构。随着时间的推移,上西塔鲁姆流域的土地利用发生了变化,传统的农林变成了单一的种植园,其社会生态功能受到了损害。本文旨在分析土地利用变化的动态以及生物多样性丧失对上西塔鲁姆流域农村农业景观的社会经济方面的影响。我们在苏卡普拉和瑞斯米廷加尔村的农业景观中对 95 名社区农民进行了调查,采用问卷指南和直接访谈的方式收集信息。一些地块农林中的植物多样性明显减少,而在之前的研究中,这些植物多样性的减少甚至达到了局部灭绝的程度。结果还显示,根据 BPS 标准,12.63% 的受访者处于贫困线以下,农民贫困指数为 12.63%。我们的研究结果表明,在以经济作物园为主的景观中保护混合园(talun)斑块是保护景观生物多样性和增加可持续生计的策略之一。
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引用次数: 0
Morpho-Physiological Responses of Malabayabas (Tristaniopsis decorticata (Merr.) Peter G. Wilson & J.T. Waterh.) Seedlings Inoculated with Arbuscular Mycorrhizal Fungi 马拉巴亚巴斯(Tristaniopsis decorticata (Merr.) Peter G. Wilson & J.T. Waterh.)接种了丛枝菌根真菌的幼苗
Pub Date : 2024-03-12 DOI: 10.23960/jsl.v12i2.845
Victor Lobrigas Corbita, M. Combalicer, Mutya Ma Quintos Manalo, M. Galang, L. S. J. Maldia
Malabayabas (Tristaniopsis decorticata (Merr.) Peter G. Wilson & J.T. Waterh.) of the Myrtaceae family is a vulnerable endemic tree species in the Philippines. Poor development and low regeneration rates of seedlings in their natural habitats have led to a considerable population decline of the species. This study aimed to determine the morphological and physiological growth responses of T. decorticata seedlings in different soil media inoculated with arbuscular mycorrhizal fungi applied once at a rate of 5 g per seedling for the entire duration of the experiment. Morphological parameters were collected using conventional methods, while physiological parameters were measured using LI-6400 XT Portable Photosynthesis System. Results of the study revealed that the morphological growth of seedlings was generally better in Bantay soil regardless of treatments than in Lipa soil. Interestingly, the net photosynthesis, transpiration rate, and water-use efficiency were generally higher in Lipa unsterilized soil inoculated with arbuscular mycorrhizal fungi. However, this study can not yet confirm the percentage of Arbuscular Mycorrhizal Fungi (AMF) root colonization. Thus, further research must be conducted to determine the AMF root colonization and identify potential indigenous mycorrhizal fungi in both soil media.Keywords: arbuscular mycorrhizal fungi, endemic, net photosynthesis, transpiration rate, Tristanipsis decorticata
桃金娘科的马拉巴耶巴(Tristaniopsis decorticata (Merr.) Peter G. Wilson & J.T. Waterh.)是菲律宾一种脆弱的特有树种。在其自然栖息地,幼苗发育不良且再生率低,导致该物种的数量大幅下降。本研究旨在确定 T. decorticata幼苗在不同土壤介质中的形态和生理生长反应,这些介质接种了丛枝菌根真菌,试验期间每株幼苗施用一次,每次 5 克。形态参数采用传统方法收集,生理参数采用 LI-6400 XT 便携式光合作用系统测量。研究结果表明,与 Lipa 土壤相比,Bantay 土壤(无论何种处理)中幼苗的形态生长普遍较好。有趣的是,在接种了丛枝菌根真菌的未灭菌 Lipa 土壤中,净光合作用、蒸腾速率和水分利用效率普遍较高。不过,这项研究还不能确定丛枝菌根真菌(AMF)的根定殖率。因此,必须开展进一步的研究,以确定这两种土壤介质中AMF根的定殖率,并确定潜在的本地菌根真菌。
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引用次数: 0
Modeling Land Cover Change Using MOLUSCE in Kahayan Tengah Forest Management Unit, Kalimantan Tengah 利用 MOLUSCE 在中加里曼丹 Kahayan Tengah 森林管理区建立土地覆盖变化模型
Pub Date : 2024-03-12 DOI: 10.23960/jsl.v12i2.865
Beni Iskandar, Saidah, Adib Ahmad Kurnia, Ahmad Jauhari, F. Zannah
A management unit-based land cover change analysis was examined in Kahayan Tengah Forest Management Unit (FMU) to understand past, present, and future land cover to assist forest management planning in Kahayan Tengah FMU. This study aims to model land cover change in 2011 and 2016, predict 2021, and simulate land cover in 2026 in Kahayan Tengah FMU. Modeling land cover prediction and simulation using MOLUSCE from the QGIS plugin. The results revealed that agricultural land experienced significant increase in total area during 2011–2016. Modeling potential land cover transitions in 2011 and 2016 with the Artificial Neural Network method showed a Kappa coefficient of 0.701 in the good category, and simulation of land cover in 2021 with the Cellular Automata method showed a Kappa coefficient of 0.672 in the good category. By 2026, the agricultural land will continue to increase while forest land tends to remain stable in its total area. This study managed to predict land cover in 2021 and simulated 2026 with good accuracy. Thus, this data and information can support forest management planning in Kahayan Tengah FMU.Keywords: forest management unit, Kahayan Tengah, land cover change, land cover prediction, MOLUSCE
为了解过去、现在和未来的土地覆被情况,协助卡哈延登加森林管理单位(Kahayan Tengah FMU)的森林管理规划,研究人员在卡哈延登加森林管理单位(Kahayan Tengah FMU)进行了基于管理单位的土地覆被变化分析。本研究旨在模拟 2011 年和 2016 年的土地覆被变化,预测 2021 年的土地覆被,并模拟 2026 年的土地覆被。使用 QGIS 插件中的 MOLUSCE 对土地覆被进行建模预测和模拟。结果显示,2011-2016 年期间,农业用地的总面积大幅增加。利用人工神经网络方法对 2011 年和 2016 年潜在的土地覆被变化进行建模,结果显示 Kappa 系数为 0.701,属于良好类别;利用细胞自动机方法对 2021 年的土地覆被进行模拟,结果显示 Kappa 系数为 0.672,属于良好类别。到 2026 年,农业用地将继续增加,而林地总面积将保持稳定。这项研究成功地预测了 2021 年的土地覆盖情况,并对 2026 年进行了模拟,准确度较高。因此,这些数据和信息可为 Kahayan Tengah 森林管理单位的森林管理规划提供支持。关键词:森林管理单位、Kahayan Tengah、土地覆被变化、土地覆被预测、MOLUSCE
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引用次数: 0
期刊
Jurnal Sylva Lestari
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