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Generating Landslide Susceptibility Maps Using Mathematical Models and UAV data: The Case of Çankırı Region in Türkiye 利用数学模型和无人机数据生成滑坡易感性图:以浙江省<s:1> rkiye Çankırı地区为例
Q3 Engineering Pub Date : 2022-06-30 DOI: 10.33904/ejfe.1066040
A. Özçelik, Ender Buğday
Landslides are natural disasters that affect not only residential areas but alos forest ecosystems. In order to determine the areas with high landslide risk and take necessary measures in risky areas, landslides susceptible should analyzed and susceptible map (LSM) should be developed in advance. In this study, a LSM was produced for two study areas with different sizes including Çankırı province and in the Ilısılık Village of Çankırı in Türkiye. Analytical Hierarchy Process (AHP) and Logistic Regression Modeling (LRM) methods were used to generate LSM based on the main factors including elevation, slope, lithology, distance to faults - streams and roads. For Çankırı province, 30 m resolution Digital Elevation Model (DEM) was used to produce the map while one-meter resolution Digital Terrain Model (DTM), generated by using Unmanned Aerial Vehicle (UAV), was used for Ilısılık Village. As a result of the study, AHP model success was calculated as 73.9% and 91.7% for Çankırı and Ilısılık, respectively, considering the previous landslides occurred in the region. On the other hand, LRM model success was 75.2% and 93.1%, respectively. It was also indicated that DTM data is advantageous to DEM data by offering a more precise and detailed usage opportunity. The sensitivity is revealed more clearly and effectively in precision planning studies such as risk mapping of natural disasters that requires special measurement in small areas.
山体滑坡是一种自然灾害,不仅影响居民区,而且影响森林生态系统。为了确定滑坡高危险性区域,并对危险区域采取必要的措施,应进行滑坡易感区分析,并提前编制滑坡易感区图(LSM)。在本研究中,对两个不同规模的研究区域,包括Çankırı省和 rkiye的Ilısılık村Çankırı,制作了LSM。采用层次分析法(AHP)和逻辑回归模型(LRM)方法,基于高程、坡度、岩性、距离断层、河流和道路等主要因素生成LSM。对于Çankırı省,使用30米分辨率的数字高程模型(DEM)制作地图,而对于Ilısılık村,使用使用无人机(UAV)生成的1米分辨率数字地形模型(DTM)。研究结果表明,考虑到该地区以前发生过的滑坡,Çankırı和Ilısılık的AHP模型成功率分别为73.9%和91.7%。另一方面,LRM模型成功率分别为75.2%和93.1%。DTM数据相对于DEM数据具有优势,可以提供更精确、更详细的使用机会。在精确规划研究中,例如需要在小范围内进行特殊测量的自然灾害风险测绘,更清楚和有效地揭示了这种敏感性。
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引用次数: 0
Preliminary Application of a Low-cost Smart Collar Developed for Wild Animal Tracking 一种用于野生动物追踪的低成本智能项圈的初步应用
Q3 Engineering Pub Date : 2022-06-25 DOI: 10.33904/ejfe.1131931
A. Imamoǧlu, I. Tas
Global Positioning System (GPS) technology has been used in many different fields for many years. In recent years, GPS technologies have started to be preferred along with telemetry method in the monitoring and tracking of wild animal. This technology has been widely used especially in developing collars for wild animal tracking. However, due to the high cost of such devices and limited user intervention, they are not commonly used by practitioners or researchers with limited budget. Today, many hardware-based platforms have been developed with the developing technology. The Arduino platform, one of the prominent ones with its technical features, has great advantages of having different sensors and hardware work on single device. Besides, it is possible to produce cost-effective devices using this platform. Within the scope of this study, an Arduino-based wild animal tracking device (FiT-SMART Collar 2.0) with GPS support and remote data transfer via GSM was produced. The produced device was preliminary tested with a vehicle in the city traffic of Bursa, Türkiye. According to the results, the accuracy of the tracking data provided by smart collar was within the acceptable range of 2-3 m. Besides, instant tracking data has been successfully received in the system application using the GSM communication system attached on the platform.
全球定位系统(GPS)技术已经在许多不同的领域应用了多年。近年来,在野生动物的监测和跟踪中,GPS技术与遥测方法一起开始成为首选。这项技术已被广泛应用,尤其是在开发野生动物追踪项圈方面。然而,由于此类设备成本高,用户干预有限,因此预算有限的从业者或研究人员并不常用。今天,随着技术的发展,许多基于硬件的平台已经被开发出来。Arduino平台是技术特色突出的平台之一,它具有在单个设备上具有不同传感器和硬件工作的巨大优势。此外,使用该平台可以生产具有成本效益的设备。在这项研究的范围内,生产了一种基于Arduino的野生动物跟踪设备(FiT SMART Collar 2.0),该设备支持GPS并通过GSM进行远程数据传输。生产的装置在土耳其布尔萨市的一辆汽车上进行了初步测试。根据结果,智能项圈提供的跟踪数据的精度在2-3m的可接受范围内。此外,使用平台上附带的GSM通信系统,在系统应用中成功接收到即时跟踪数据。
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引用次数: 0
Comparison of Wepp:Road Batch Model and ABAG Model Results for Estimating the Amount of Top Soil Erosion in Forest Road Fill Slopes Wepp:道路批模型与ABAG模型估算森林公路填方坡面土壤流失量的比较
Q3 Engineering Pub Date : 2022-06-25 DOI: 10.33904/ejfe.1105553
Gizem Yorulmaz, S. Gümüş
The bare surfaces formed on the slopes in the construction of forest roads become the most important sediment sources due to erosion. In this study, it is aimed to evaluate the effectiveness of the WEPP model in local conditions by comparing the data obtained from the same forest roads and the annual soil loss calculated with the WEPP:Road Batch model with the data obtained with ABAG, which is the metric system of the USLE model. For this purpose, analyzes were made on newly built, 5-year and 10-year sample forest roads. Web-based WEPP: Road Batch WEPP Forest Road Erosion Predictor model and ABAG model calculations were performed for the analysis. As a result of the calculations made on newly built road slopes and built 5 to 10 years ago, 7.93-15.5, 1.46-1.59 and 1.58-1.75 tons/ha/year estimated values were obtained for WEEP and ABAG models, respectively. As a result, it is thought that it would be more accurate to determine the annual soil loss precisely by taking samples only from newly built roads, where it is possible to use WEPP: Road Batch software on aged roads. Thus, a strategy can be formed about erosion and slope stability studies on forest roads.
林道建设过程中形成的斜坡裸露面由于侵蚀作用成为最重要的泥沙来源。本研究通过将WEPP:Road Batch模型计算的同一森林道路年土壤流失量数据与USLE模型的公制ABAG数据进行对比,评价WEPP模型在当地条件下的有效性。为此,对新建、5年和10年的森林道路样本进行了分析。采用基于web的WEPP: Road Batch WEPP森林道路侵蚀预测模型和ABAG模型进行分析。对5 ~ 10年前新建的道路边坡进行计算,得出的估算值分别为7.93 ~ 15.5、1.46 ~ 1.59和1.58 ~ 1.75吨/公顷/年。因此,人们认为,仅从新建道路上采集样本,可以更准确地确定年土壤流失量,而在旧道路上使用WEPP: Road Batch软件是可能的。从而形成森林道路侵蚀与边坡稳定性研究的策略。
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引用次数: 0
Risk Factors and Risk Assessment Methods Caused by Mechanical Tools Used in Forestry 林业机械工具使用的风险因素及风险评估方法
Q3 Engineering Pub Date : 2022-06-24 DOI: 10.33904/ejfe.1131463
I. Tas, A. Akay
Forestry is among the dangerous work classes due to its working conditions. Especially fatal accidents that may occur during production activities take an important place in this regard. In addition to occupational accidents, there are various risks such as physical, chemical, biological, ergonomic that are often ignored and can cause serious health problems in long periods. Increasing mechanization, especially in the field of forestry, has brought with it various risks. The basis of machine-based production works is the use of engine power which is mostly derived from fossil fuels. Therefore, situations such as the release of waste gases to the environment during operation are encountered. The main gases polluting the air we breathe include carbon monoxide (CO), sulfur oxides, hydrocarbons and nitrogen oxides. CO is very dangerous especially because of its rapid mixing with the blood. In addition, noise caused by motor movements and particle exposure caused by wood raw material or ground interaction in machine production are important conditions. Considering the studies on this subject, the main risk factors can be classified as noise, particulate matter and gas. In this study, these risk factors caused by the forestry machines were evaluated and Fine Kinney Method, as one of the most common risk assessment methods used in the subject were presented. Therefore, further studies on the relevant subject; It will make significant contributions to improving working conditions for forest workers working under difficult conditions, recommending personal protective equipment and making improvements in the field of occupational health and safety.
林业由于其工作条件而属于危险工种。特别是生产活动中可能发生的致命事故在这方面占有重要地位。除了职业事故,还有各种风险,如物理、化学、生物、人体工程学,这些风险往往被忽视,并可能在长时间内造成严重的健康问题。机械化程度的提高,特别是在林业领域,带来了各种风险。基于机器的生产工作的基础是使用主要来自化石燃料的发动机动力。因此,在运行过程中会遇到废气排放到环境中的情况。污染我们呼吸的空气的主要气体包括一氧化碳、硫氧化物、碳氢化合物和氮氧化物。一氧化碳是非常危险的,特别是因为它和血液快速混合。此外,在机器生产中,电机运动引起的噪音和木材原料或地面相互作用引起的颗粒暴露也是重要条件。考虑到对该主题的研究,主要风险因素可分为噪音、颗粒物和气体。在本研究中,对林业机械造成的这些风险因素进行了评估,并提出了Fine Kinney方法,作为本课题中最常见的风险评估方法之一。因此,进一步研究相关课题;它将为改善在困难条件下工作的森林工人的工作条件、推荐个人防护设备以及改善职业健康和安全领域做出重大贡献。
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引用次数: 0
Effects of Site Conditions on Costs and Profitability in the Extraction and Use of Dead Trees in Mongolia 蒙古枯树提取和利用过程中场地条件对成本和收益的影响
Q3 Engineering Pub Date : 2022-06-15 DOI: 10.33904/ejfe.1087059
Yuta Ikeda, B. Battuvshin, Hiroaki Shirasawa, Ganbaatar Chultem, F. Ishiguri, K. Aruga
This study estimates the costs and profits of extracting dead trees from forests to be sold at provincial centers via sub-provincial centers as lumber, to be sold at sub-provincial centers as firewood and unused materials for the production of energy. The effect of site conditions on cost and profit was examined. Forest registration data including subgroup area, tree species, and forest stocks; polygonal data describing province/sub-province, protected/nonprotected, and subgroup boundaries (shape file); point data of provincial/sub-provincial center (shape file); and linear data about roads (shape file) were acquired from the Mongolian government. Subgroups comprising Siberian larch, Scotch pine, and Asian white birch trees were analyzed. A positive correlation was found between off-road/primary transportation distance and harvesting/total cost; the total cost and ratio of lumber yield in each subgroup, resulting from the additional cost of transporting lumber from the sub-provincial center to the provincial center. The strong positive correlation between profitability and the ratio of lumber yield to the total yield of each subgroup means that profits will increase as more lumber is harvested, although lumber costs more than firewood or other unused wood. Therefore, the extent to which lumber can be harvested from each subgroup has a significant influence on profitability.
本研究估算了从森林中采伐死树在省级中心通过副省级中心作为木材出售,在副省级中心作为木柴和未使用的能源生产材料出售的成本和利润。考察了场地条件对成本和利润的影响。森林登记数据,包括亚群面积、树种和森林蓄积量;描述省/子省、保护/非保护和子群边界的多边形数据(形状文件);省/副省中心点数据(形状文件);道路线性数据(形状文件)由蒙古政府提供。亚群包括西伯利亚落叶松、苏格兰松和亚洲白桦树。越野/主要运输距离与收获/总成本呈正相关;每个子组中木材产量的总成本和比率,由将木材从副省级中心运输到省级中心的额外成本产生。盈利能力与木材产量与每个子组的总产量之比之间的强正相关关系意味着,尽管木材的成本高于木柴或其他未使用的木材,但随着木材采伐的增加,利润将增加。因此,从每个子组中采伐木材的程度对盈利能力有重大影响。
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引用次数: 0
Integrated Planning of Timber Extraction and Hauling Activities by using Network 2000 Program 利用网络2000程序对木材采运活动进行综合规划
Q3 Engineering Pub Date : 2021-12-26 DOI: 10.33904/ejfe.1038669
A. Akay, Nedimcan Şeşen
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引用次数: 1
A Simple Example on Life Cycle Assessment of Wood Harvesting Technologies in Turkish Forestry to Mitigate Greenhouse Gas Emissions 土耳其林业木材采伐技术生命周期评估以减少温室气体排放的简单例子
Q3 Engineering Pub Date : 2021-12-23 DOI: 10.33904/ejfe.1036102
M. Eker, H. Coban
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引用次数: 0
Mapping Wildfires Using Sentinel 2 MSI and Landsat 8 Imagery: Spatial Data Generation for Forestry 使用Sentinel 2 MSI和Landsat 8图像绘制野火地图:林业空间数据生成
Q3 Engineering Pub Date : 2021-12-22 DOI: 10.33904/ejfe.1031090
S. Gülci, Kıvanç Yüksel, Selçuk Gümüş, Michael Wing
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引用次数: 3
Afforestation in Response to Thermal Change in the Forest-Savannah Transition of the Lamto Scientific Reserve, Côte d'Ivoire Lamto科学保护区森林-大草原过渡的热变化对造林的响应,Côte科特迪瓦
Q3 Engineering Pub Date : 2021-10-30 DOI: 10.33904/ejfe.978520
Douffı KOUAKOU GUY-CASIMIR, Akoua Clémentine Yao, Kouao Jean Koffi, Amara Sidiki Traoré, M. Kone
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引用次数: 1
Accuracy Comparison of UAV-RTK and UAV-PPK Methods in Mapping Different Surface Types 无人机RTK和无人机PPK方法绘制不同地表类型的精度比较
Q3 Engineering Pub Date : 2021-06-30 DOI: 10.33904/ejfe.938067
R. Eker, Ece Alkan, A. Aydın
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引用次数: 8
期刊
European Journal of Forest Engineering
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