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Using Meteorological Early Warning System (MEUS) and Meteorological Indices for Assessment of Manavgat Forest Fires Occurred in Turkiye July-August 2021 利用气象预警系统(MEUS)和气象指数评估土耳其2021年7 - 8月发生的马纳夫加特森林火灾
Q3 Engineering Pub Date : 2023-06-30 DOI: 10.33904/ejfe.1288070
Gülten Çamalan, Sercan Akil, M. Peki̇n
Forest fires are one of the natural disasters that severely affect ecosystems, damage property and threat human life. An early warning system helps people respond to dangers promptly and appropriately. In the scope of this study, the forest fires occurred in Manavgat province of Antalya in Turkiye between 28 July 2021 and 6 August 2021 was analyzed using the meteorological early warning system (MEUS), which is developed by the Turkish State Meteorology Service. The performance of the model products was assessed and the association between the weather conditions in the region and the forest fire was evaluated. To examine the synoptic models, hourly meteorological data and MEUS warnings data were obtained two days before the Manavgat forest fire, and the probabilities generated by the meteorological variables that may be effective in the preparation of fire conditions in the region were evaluated in the study.
森林火灾是严重影响生态系统、破坏财产、威胁人类生命的自然灾害之一。早期预警系统有助于人们迅速和适当地应对危险。在本研究范围内,利用土耳其国家气象局开发的气象预警系统(MEUS)分析了2021年7月28日至2021年8月6日在土耳其安塔利亚马纳夫加特省发生的森林火灾。评估了模型产品的性能,并评估了该地区天气条件与森林火灾之间的关系。为了验证天气模式,本研究利用马纳夫加特森林火灾发生前2天的逐时气象数据和MEUS预警数据,评估了气象变量产生的可能对该地区火灾条件准备有效的概率。
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引用次数: 0
A short Literature Review on Sawlog and Pulpwood Transport Efficiency and Fuel Consumption 关于锯木和纸浆运输效率和燃料消耗的简短文献综述
Q3 Engineering Pub Date : 2023-06-30 DOI: 10.33904/ejfe.1315293
Riley Small, M. Ghaffariyan
Timber transport is one of the main components of woody supply chain, which causes high costs and considerable emissions depending on truck size, type, transport distance, and payload. A cradle-to-gate life cycle assessment of Softwood plantations and regrowth hardwood native forests estimated that the most significant contributor to total greenhouse emissions per unit of wood production in softwood plantation was log haulage at 37%. For regrowth native hardwood forests, log transportation contributed 23% of greenhouse gas emissions. This research, built on existing literature, focused on how timber harvesting transportation costs and emissions to the environment can be reduced, specifically, the transport of the industrial timber logs from the Forest Stockpile to the processing facility or unloading points. The review summarized the data and highlighted that the efficiency and emissions data could be categorized into five themes: Higher Capacity Transportation (HCT), Road Networks & Surfaces, Logistics and Planning, Fleet Replacement, and Fuel efficiency technologies. Fuel efficiency improvements across these themes ranged from 3% to 43% within the reviewed case studies. Several studies researched the fuel efficiency of High Capacity Transport indicated that the fuel consumption in liters per ton kilometer was 8-11% lower in the 92-tonne combination HCT compared to a 72-tonne combination HCT due to the increased payload for High Capacity Transport. Road networks and the composition of the surfaces have been shown to have a strong correlation to emissions. Studies have shown a 16.7% increase in emissions from a network of predominantly highways to a higher proportion of Forrest and Gravel roads. Studies that included data on vehicle age found efficiency improvements of up to 26% when new vehicles’ fuel consumption was compared to older vehicles. Newer truck fleets incorporate newer technologies, with reports showing fuel consumption improvements of up to 43% with less than a two-year payback period.
木材运输是木材供应链的主要组成部分之一,根据卡车的大小、类型、运输距离和有效载荷,运输成本高,排放量大。对针叶人工林和再生阔叶林进行的从摇篮到大门的生命周期评估估计,针叶人工林单位木材生产的温室气体总排放量的最大贡献者是原木运输,占37%。对于再生的原生阔叶林,原木运输贡献了23%的温室气体排放。这项研究以现有文献为基础,重点是如何减少木材采伐运输成本和对环境的排放,特别是将工业木材原木从森林储备运输到加工设施或卸货点。该报告总结了这些数据,并强调效率和排放数据可以分为五个主题:高容量运输(HCT)、道路网络和路面、物流和规划、车队更换和燃油效率技术。在审查的案例研究中,这些主题的燃油效率提高幅度从3%到43%不等。几项关于高容量运输燃油效率的研究表明,由于高容量运输的有效载荷增加,与72吨组合HCT相比,92吨组合HCT每吨公里的燃油消耗(升数)降低了8-11%。道路网和路面成分已被证明与排放有很强的相关性。研究表明,一个以高速公路为主的路网的排放量增加了16.7%,而森林和砾石路的比例更高。包括车辆年龄数据在内的研究发现,与旧车相比,新车的燃油消耗量提高了26%。较新的卡车车队采用了较新的技术,报告显示,在不到两年的投资回收期内,燃油消耗提高了43%。
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引用次数: 0
Image Processing Techniques based Feature Extraction for Insect Damage Areas 基于图像处理技术的虫灾区特征提取
Q3 Engineering Pub Date : 2023-06-30 DOI: 10.33904/ejfe.1320121
Ece Alkan, A. Aydın
Monitoring of forests is important for the diagnosis of insect damage to vegetation. Detection and monitoring of damaged areas facilitates the control of pests for practitioners. For this purpose, Unmanned Aerial Vehicles (UAVs) have been recently used to detect damaged areas. In order to distinguish damage areas from healthy areas on UAV images, it is necessary to extract the feature parameters of the images. Therefore, feature extraction is an important step in Computer Aided Diagnosis of insect damage monitored with UAV images. By reducing the size of the UAV image data, it is possible to distinguish between damaged and healthy areas from the extracted features. The accuracy of the classification algorithm depends on the segmentation method and the extracted features. The Grey-Level Co-occurrence Matrix (GLCM) characterizes areas texture based on the number of pixel pairs with specific intensity values arranged in specific spatial relationships. In this paper, texture characteristics of insect damage areas were extracted from UAV images using with GLCM. The 3000*4000 resolution UAV images containing damaged and healthy larch trees were analyzed using Definiens Developer (e-Cognition software) for multiresolution segmentation to detect the damaged areas. In this analysis, scale parameters were applied as 500, shape 0.1, color 0.9 and compactness 0.5. As a result of segmentation, GLCM homogeneity, GLCM contrast and GLCM entropy texture parameters were calculated for each segment. When calculating the texturing parameters, neighborhoods in different angular directions (0,45,90,135) are taken into account. As a result of the calculations made by considering all directions, it was found that GLCM homogeneity values ranged between 0.08 - 0.2, GLCM contrast values ranged between 82.86 - 303.58 and GLCM entropy values ranged between 7.81 - 8.51. On the other hand, GLCM homogeneity for healthy areas varies between 0.05 - 0.08, GLCM contrast between 441.70 - 888.80 and GLCM entropy between 8.93 - 9.40. The study demonstrated that GLCM technique can be a reliable method to detection of insect damage areas from UAV imagery.
森林监测对于诊断昆虫对植被的破坏非常重要。对受损区域的检测和监测有助于从业者控制害虫。为此,无人机(UAV)最近被用于探测受损区域。为了区分无人机图像上的损伤区域和健康区域,有必要提取图像的特征参数。因此,特征提取是无人机图像监测昆虫损伤计算机辅助诊断的重要步骤。通过减小无人机图像数据的大小,可以从提取的特征中区分受损区域和健康区域。分类算法的准确性取决于分割方法和提取的特征。灰度共生矩阵(GLCM)基于具有以特定空间关系排列的特定强度值的像素对的数量来表征区域纹理。本文利用GLCM从无人机图像中提取了虫灾区的纹理特征。使用Definens Developer(e-Cognition软件)对包含受损和健康落叶松的3000*4000分辨率无人机图像进行多分辨率分割,以检测受损区域。在该分析中,尺度参数被应用为500,形状0.1,颜色0.9和压实度0.5。作为分割的结果,计算了每个片段的GLCM均匀性、GLCM对比度和GLCM熵纹理参数。在计算纹理参数时,会考虑不同角度方向(0,45,90135)上的邻域。通过考虑所有方向进行的计算结果发现,GLCM均匀性值在0.08-0.2之间,GLCM对比度值在82.86-303.58之间,并且GLCM熵值在7.81-8.51之间。另一方面,健康区域的GLCM同质性在0.05-0.08之间变化,GLCM对比度在441.70-888.80之间变化,并且GLCM熵在8.93-9.40之间变化。研究表明,GLCM技术是一种从无人机图像中检测昆虫损伤区域的可靠方法。
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引用次数: 0
The Current Status of Forest Residues and Disposal Machinery in Turkiye 土耳其森林废弃物和处理机械的现状
Q3 Engineering Pub Date : 2023-06-21 DOI: 10.33904/ejfe.1316019
Sercan GÜLCİ, Temel SARIYILDIZ, Abdullah Emin AKAY
The term "cutting residue" is a widely used term in Turkey, which refers to the leftover pieces of logs in the forest after cutting, except for the logs. As of yet, there is no specific expression and explanation for the term "slash" in Turkish forestry. Turkey carries out intensive forestry activities based on industrial wood production, primarily in mature stands and damaged after disasters such as fire or storm fall. Products that do not carry industrial woodiness in the stand, such as branches, roots, and tips that are not suitable for industrial production, are considered firewood and used for energy production or left in the stand. As a result, it is observed that the collected cutting residues from the fields that are sufficient in terms of benefit and cost is burned to generate electricity in electricity generation stations. Due to the demand for forest-based wood raw materials in recent years, some domestic companies have begun converting thick branches into industrial products such as paper and chipboard production. Additionally, some studies have been conducted to reduce transportation costs in bringing cutting residues to the economy, focusing on the storage and processing of forest cutting residues on the landing sites. In this regard, small-scale chipping machines have been produced by the domestic industry. Therefore, slash disposal and mechanization have a very limited place in Turkish forestry. Decision makers need to prepare action plans in this regard and provide support to joint research projects with academic units.
“砍残”一词在土耳其被广泛使用,指的是森林中除原木外,伐木后剩下的原木碎片。到目前为止,土耳其林业中“斜杠”一词还没有具体的表达和解释。土耳其开展以工业木材生产为基础的集约化林业活动,主要是在火灾或暴雨等灾害后受损的成熟林分。不携带工业木材的产品,如不适合工业生产的树枝、根和尖端,被认为是木柴,用于能源生产或留在支架中。因此,我们观察到,从田间收集的刈割剩余物在效益和成本上都是足够的,在发电厂燃烧发电。由于近年来对林基木材原料的需求,一些国内公司已经开始将粗树枝转化为工业产品,如纸张和刨花板生产。此外,还进行了一些研究,以减少将采伐残留物带入经济的运输成本,重点是在着陆点储存和处理森林采伐残留物。在这方面,国内同行业已经生产出了小型切屑机。因此,刀削林处理和机械化在土耳其林业中占有非常有限的地位。决策者需要在这方面制定行动计划,并为与学术单位的联合研究项目提供支持。
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引用次数: 0
Using GIS-based Network Analysis to Evaluate the Accessible Forest Areas Considering Forest Fires: The Case of Sarajevo 基于gis的网络分析评价考虑森林火灾的可达林区:以萨拉热窝为例
Q3 Engineering Pub Date : 2022-12-29 DOI: 10.33904/ejfe.1211687
D. Sokolovi̇c, M. Bajrić, A. Akay
The forest fire is one of the greatest environmental disasters in forest ecosystems. In order to effectively fight against forest fires, the ground team needs to access fire areas immediately and start firefighting within critical response time. Therefore, it is important to evaluate the forest areas where the ground team can reach in critical response time. In this study, the GIS-based network analysis method was used to evaluate the capabilities of the ground team to arrive at forest areas promptly, considering the forested areas in Canton Sarajevo in Bosnia and Herzegovina. In the solution process, the effectiveness of establishing new fire stations (20) was evaluated by comparing the results obtained in the case where only the former stations (12) were taken into account. The optimal route and associated response times of firefighting teams to potential fire areas were generated considering the previously occurred forest fires (58 fires) in the region. The results indicated that about 18% of the forested areas were accessible considering the former fire station while accessible forest areas increased up to 45% considering the new stations. When analyzing the previously occurred forest fires, it was found that 33 fires were reached in the critical response time considering former fire stations. On the other hand, the accessible forest fires increased up to 56 fires for the case of new fire stations in the region.
森林火灾是森林生态系统中最大的环境灾害之一。为了有效扑灭森林火灾,地面小组需要立即进入火灾区域,并在关键的响应时间内开始灭火。因此,评估地面小组在关键响应时间内可以到达的林区非常重要。在这项研究中,考虑到波斯尼亚和黑塞哥维那萨拉热窝州的森林地区,使用了基于GIS的网络分析方法来评估地面小组迅速到达森林地区的能力。在解决过程中,通过比较在仅考虑前消防站(12)的情况下获得的结果来评估建立新消防站(20)的有效性。考虑到该地区先前发生的森林火灾(58起火灾),确定了消防队前往潜在火灾区域的最佳路线和相关响应时间。结果表明,考虑到以前的消防站,大约18%的森林区域是可进入的,而考虑到新的消防站的情况,可进入的森林区域增加到45%。在分析之前发生的森林火灾时,发现考虑到以前的消防站,在关键响应时间内发生了33起火灾。另一方面,在该地区新建消防站的情况下,可进入的森林火灾增加到56起。
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引用次数: 0
Determining the Appropriate Tool for In-Stand Debarking with Analytical Hierarchy Process 用层次分析法确定现场划线的合适工具
Q3 Engineering Pub Date : 2022-12-21 DOI: 10.33904/ejfe.1216881
M. Eker
The bark of logs from coniferous trees is mostly debarked in the stand or roadside. In recent time chainsaw mounted debarking apparatus (C-debarker), axe, and a new tool that is brushcutter mounted debarking apparatus (B-debarker) have been used for peeling barks in-stand. At the terminal points, storages, and mills industrial debarking machines have been operated for debarking of timber, as well. Debarking treatments is very time-consuming work phase within total time for unit of wood procurement. In order to save operation time and to minimize unit costs, the logging operators have difficulty deciding on suitable tools for debarking. The purpose of this study is to determine a procedure to help select the appropriate tool in-stand debarking of timber logs. In addition to the axe and C-debarker, which are traditionally used in debarking; the recently developed peeling tool B-debarker has been determined as the tools to be compared in terms of various criteria. In multi-criteria analysis, in order to enable the description of the appropriate tool, Analytic Hierarchy Process (AHP) has been used. The criteria set are based on technically appropriate, economically viable, environmentally friendly, and socially acceptable debarking tool and operation. While the application potential of C-debarker is high level in terms of operational efficiency, the advantages of B-debarker in terms of ergonomics stand out, on the other hand, it has been determined that the axe is a preferable tool in terms of ease of use and accessibility.
针叶树的树皮大多在林分或路边剥落。近年来,安装在链锯上的剥皮机(C-debarker)、斧头和一种新的工具,即安装在刷毛机上的剥皮器(B-debarker。在终点站,仓库和工厂也运行了用于木材剥皮的工业剥皮机。在木材采购单位的总时间内,去标记处理是一个非常耗时的工作阶段。为了节省操作时间并最大限度地降低单位成本,伐木操作员很难决定合适的工具进行剥皮。本研究的目的是确定一种程序,以帮助选择合适的工具,对木材原木进行立架剥皮。除了传统上用于剥皮的斧头和C型剥皮机;最近开发的剥离工具B-debarker已经被确定为根据各种标准进行比较的工具。在多准则分析中,为了能够描述适当的工具,已经使用了层次分析法(AHP)。设定的标准基于技术上合适、经济上可行、环境友好和社会可接受的剥皮工具和操作。虽然C-debarker的应用潜力在操作效率方面是高水平的,但B-debarker在人体工程学方面的优势突出,另一方面,已经确定斧头在易用性和可访问性方面是一种优选的工具。
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引用次数: 0
Comparison of Autonomous and Manual UAV Flights in Determining Forest Road Surface Deformations 自主和手动无人机飞行在确定森林路面变形方面的比较
Q3 Engineering Pub Date : 2022-12-11 DOI: 10.33904/ejfe.1206846
Yılmaz Türk, A. Aydın, R. Eker
The deterioration of the surface of forest roads is an important factor affecting the safe navigation of vehicles and traffic safety. In addition to traditional methods, automated methods are also used to determine the deterioration of the road surface. UAV systems, which are among the automated methods, are widely used to determine surface deformations with high accuracy. In this study, it was aimed to evaluate advantages and disadvantages of two different flight modes of UAV, i.e. autonomous flight and manual flight in mapping road surface deformations. Within the scope of this study, Kardüz Forest Management Chief (Düzce / Turkey), 50-meter section of the Type B forest road was selected. In the study, starting from the pros and cons of the autonomous and manual flight data acquisition process, the outputs obtained as a result of photogrammetric processing of the data, has been compared in terms of features such as data size, with precision and accuracy. In addition, the deformation status of the zones created within the road surface was determined in both flight methods by taking advantage of the average Z value differences. As a result of the study, the number of images taken from manual flights was found to be 5.5 times higher than autonomous flights and the flight time was 4 times higher. The average ground sampling distance of the orthophotos produced from flight images provided 7 times higher resolution in manual flights compared to autonomous flights. When manual flights and autonomous flights are evaluated in terms of reducing the shadow effect, manual flights can be considered as more advantageous. Furthermore, it was found that the dynamic mobility of erosion and accumulation on the road surface continued in time series in both flight methods.
森林公路路面的退化是影响车辆安全行驶和交通安全的重要因素。除了传统方法外,还使用自动化方法来确定路面的劣化程度。无人机系统是自动化方法之一,广泛用于高精度确定表面变形。在本研究中,旨在评估无人机的两种不同飞行模式(即自主飞行和手动飞行)在绘制路面变形图方面的优缺点。在本研究范围内,Kardüz森林管理负责人(土耳其Düzce)选择了B型森林公路的50米路段。在这项研究中,从自主和手动飞行数据采集过程的优缺点出发,从数据大小、精度和准确性等方面对数据摄影测量处理的结果进行了比较。此外,通过利用平均Z值差异,在两种飞行方法中都确定了路面内创建的区域的变形状态。研究结果表明,从人工飞行中拍摄的图像数量是自动飞行的5.5倍,飞行时间是自主飞行的4倍。根据飞行图像生成的正射影像的平均地面采样距离在手动飞行中提供的分辨率是自动飞行的7倍。当从减少阴影效应的角度评估手动飞行和自动飞行时,手动飞行可以被认为更有利。此外,研究发现,在两种飞行方法中,路面侵蚀和堆积的动态流动性都在时间序列中持续。
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引用次数: 1
Influence of felling cutting on decorativeness and vitality of maple (Acer negundo L.), elm (Ulmus pumila L.), willow (Salix alba L.) and loch narrow-leaved (Elaeagnus angustifolia L.) young trees under dry steppe conditions 干旱草原条件下砍伐对枫木、榆树、柳树和狭叶胡颓子幼树装饰性和生命力的影响
Q3 Engineering Pub Date : 2022-12-05 DOI: 10.33904/ejfe.1185030
V. Pankratov, Andrey Ebel, S. Zalesov, E. Nysanbayev, A. Rakhimzhanov
The creation of artificial plantings in the conditions of the kovylno-tipchak steppe makes it possible to form long-lasting high-density and productive plantings, however, despite the accumulated knowledge, the rate of afforestation of the steppe is hindered by the fleeting or delayed death of plantings due to the effects of droughts. Fast-growing young trees become especially vulnerable in areas with deep groundwaters. The study was conducted in green zone of Nur-Sultan, the capital of the Republic of Kazakhstan. The main value of the forests of the region lies in the creation of environmentally favorable environmental conditions, their performance of recreational, aesthetic, soil protection, erosion control, water protection, climate control and water regulation functions. Work on the study of the impact of care felling on plantings of various formations in the green zone of the city of Nursultan has not been carried out before, which determines the scientific novelty of the project.
在科维尔诺蒂普恰克草原条件下种植人工植物,可以形成长期高密度和高产的植物,然而,尽管积累了知识,但由于干旱的影响,植物的短暂或延迟死亡,阻碍了草原的造林率。在地下水较深的地区,生长迅速的幼树变得特别脆弱。这项研究是在哈萨克斯坦共和国首都努尔苏丹的绿化区进行的。该地区森林的主要价值在于创造有利的环境条件,发挥娱乐、美学、土壤保护、侵蚀控制、水保护、气候控制和水调节功能。以前从未进行过研究护理砍伐对努尔苏丹市绿化带各种地层种植的影响的工作,这决定了该项目的科学新颖性。
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引用次数: 0
Computer-Assisted Ergonomic Analysis of Working Postures Causing Strain 导致劳损的工作姿势的计算机辅助人机工程学分析
Q3 Engineering Pub Date : 2022-11-21 DOI: 10.33904/ejfe.1188547
Tuna Emir, T. Varol, H. Özel
Ergonomics, which is also known as Human Engineering or Human Factors Engineering, is a discipline allowing a working design in accordance with individuals’ anthropometric (bodily) size, physical strength, and personal characteristics by considering the relationships between individuals and other actors in the system. Specifically, one of the main principles of ergonomics is that individuals should be in harmony with and adaptable to the environment. In working environments where ergonomic principles are not applied, the equipment, machinery, and tools are generally designed without considering the different anthropometric characteristics of people. Hence, employees have to exhibit incorrect working postures in order to adapt to those conditions. It causes a decrease in productivity, loss of labor force, lack of motivation, and musculoskeletal system disorders. It is obvious that such negative outcomes would increase unless the necessary ergonomic arrangements are done. Carried out in 7 different workstations of a furniture manufacturing factory, the present study aims to analyze the postures of workers, determine the points they have difficulty and to what extent they have difficulty (the level of risk), and bring the workplace conditions in compliance with the workers’ necessities through improvement arrangements about how they can avoid the ergonomic risks and dangers they face. Within the scope of this study, the data consisting of the photos of workers were used. Contrary to the previous studies incorporating estimation-based risk analyses, the present study employs uMED Ergonomics software in analyzing the angles of body parts and clearly revealing the workers’ postures. Ergonomic risk analysis was performed using the REBA (Rapid Entire Body Assessment) method, one of the risk assessment methods. It was determined that the posture modifications and some ergonomic improvements significantly reduced the risk level.
人体工程学,也被称为人体工程学或人因工程学,是一门学科,通过考虑个人与系统中其他参与者之间的关系,允许根据个人的人体测量(身体)尺寸,体力和个人特征进行工作设计。具体来说,人体工程学的主要原则之一是个人应该与环境和谐相处并适应环境。在不适用人体工程学原理的工作环境中,设备、机械和工具的设计通常不考虑人的不同人体特征。因此,员工必须表现出不正确的工作姿势,以适应这些条件。它会导致生产力下降、劳动力流失、缺乏动力和肌肉骨骼系统紊乱。很明显,除非进行必要的人体工程学安排,否则这种负面结果将会增加。本研究在某家具厂的7个不同的工位进行,旨在分析工人的姿势,确定他们的困难点和困难程度(风险水平),并通过改进安排使工作场所条件符合工人的需要,以避免他们所面临的人体工程学风险和危险。在本研究范围内,使用了由工人照片组成的数据。与以往的研究采用基于估计的风险分析不同,本研究采用了uMED人机工程学软件对人体部位的角度进行分析,清晰地揭示了工人的姿势。采用风险评估方法之一REBA(快速全身评估)法进行人体工效学风险分析。研究确定,姿势的改变和一些人体工程学的改进显著降低了风险水平。
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引用次数: 1
Point Cloud Data from Terrestrial Laser Scanning, Unmanned Aerial Vehicle and Aerial LiDAR Data: Estimations of Forest Stand Parameters in Open Forest Stand 地面激光扫描、无人机和航空激光雷达数据的点云数据:开放林分中林分参数的估计
Q3 Engineering Pub Date : 2022-09-25 DOI: 10.33904/ejfe.1174123
A. E. Arslan, M. Inan, M. F. Celik, E. Erten
Two of the very basic forestry parameters, the Breast Height Diameter (DBH) and Tree Height (TH) are very effective when characterizing forest stands and individual trees. The traditional measurement process of these parameters takes a lot of time and consumes human power. However, because of the development of PC power and digital storage in recent years, 3D Point Cloud (PC) gains quickly provide a very detailed view of forestry parameters. PC data sources include Airborne LiDAR Systems (ALS), Terrestrial Laser Scanning (TLS) and finally, the Unmanned Air Vehicle (UAV) for forestry applications. In this study, the PC datasets from these sources were used to study the feasibility of the DBH and TH values of a D-stage oak stand. The DBH and TH estimates are compared with the onsite measurements, which are considered to be fundamental truths, to their performance due to overall error statistics, as well as the cost of calculation and the difficulties in data collection. The results show that the computer data obtained by TLS has the best average square error (0.22 cm for DBH and 0,051 m for TH) compared to other computer data. The size of Pearson correlation between TLS-based and on-site-based measurements has reached 0.97 and 0.99 for DBH, respectively.
两个非常基本的林业参数,即树干高度直径(DBH)和树木高度(TH),在表征林分和单株时非常有效。这些参数的传统测量过程需要大量的时间并且消耗人力。然而,由于近年来PC电源和数字存储的发展,3D点云(PC)的收益迅速提供了林业参数的非常详细的视图。PC数据源包括机载激光雷达系统(ALS)、地面激光扫描(TLS),以及用于林业应用的无人飞行器(UAV)。在本研究中,使用来自这些来源的PC数据集来研究D期橡树林的DBH和TH值的可行性。将DBH和TH估计值与现场测量值进行比较,这些测量值被认为是基本事实,以及由于总体误差统计、计算成本和数据收集困难而导致的性能。结果表明,与其他计算机数据相比,TLS获得的计算机数据具有最佳的均方误差(DBH为0.22cm,TH为0051m)。DBH的基于TLS和基于现场的测量之间的Pearson相关性大小分别达到0.97和0.99。
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引用次数: 0
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European Journal of Forest Engineering
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