无人机在森林生态系统监测中的应用

IF 2.7 2区 农林科学 Q1 FORESTRY
Kristijan Tomljanović, Antonija Kolar, Andreja Đuka, Milivoj Franjević, Luka Jurjevic, Iva Matak, D. Ugarković, Ivan Balenovic
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引用次数: 3

摘要

在过去的几年里,有大量的文章涵盖并强调了无人机在森林生态系统研究中的优势和可能性。在现有的研究中,除了无人机之外,还指出了开发用于无人机(Unmanned Air Vehicle)、飞行编程软件和无人机收集的数据处理软件的传感器的重要性。随着高精度传感器和配套软件在林业中的广泛使用,有可能在短时间内获得准确的数据,以同等的精度或在某些情况下,如风力计算或野生动物计数,取代长期的实地人力。以前人工图像处理的做法正在被自动化方法部分取代。本文分析了无人机在林业中的某种形式的应用研究,如森林清查、森林作业、生态监测、森林害虫和森林火灾以及野生动物监测。在森林清查中,大量研究涉及将无人机应用于植被和树木个体测绘、树木个体形态研究、表面分析等方面的可能性。遥感和近端遥感技术在森林工程中的应用主要集中在定义表面粗糙度和拓扑结构、道路几何形状、规划和维护,地面和电缆收割以及土壤特性和位移。野火监测已经在很大程度上依赖于无人机和热像仪的使用,它类似于对林业重要的某些昆虫的风向或传播方向的测绘。在野生动物研究中,许多研究使用无人机热成像对陆生鸟类和哺乳动物个体进行了大量研究。由于存在野生动物干扰或无人机射程有限等缺点,大多数已处理的研究都对无人机在林业传感和监测中的应用持积极态度,这正慢慢成为一种常见的操作实践,科学家们的重点是开发无人机图像处理的自动化方法。从长远来看,通过改进传感器的技术特性来减少误差,将减少收集对林业重要数据所需的人数,降低风险,在某些情况下提高准确性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Application of UAS for Monitoring of Forest Ecosystems
In the last couple of years, there have been a great number of articles that cover and emphasize the advantages and possibilities that UAS (Unmanned Air System) offers in forest ecosystem research. In the available research, alongside UAS, the importance of developing sensors that are designed to be used with UAV (Unamnned Air Vehicle), a flight programming software and UAS collected data processing software have been pointed out. With the widespread use of high-precision sensors and accompanying software in forestry, it is possible to obtain accurate data in a short time that replaces long-term manpower in the field with equal or in some cases, such as windthrow calculation or wildlife counting, greater accuracy. The former practice of manual imagery processing is being partly replaced with automated approaches. The paper analyses studies that deal with some form of application of UAS in forestry, e.g. forest inventory, forest operations, ecological monitoring, forest pests and forest fires, and wildlife monitoring. In the forest inventory, a large number of studies deal with the possibilities of applying UAS in mapping vegetation and individual trees, morphological research of individual parts of trees, surface analysis, etc. The use of remote and proximal sensing technologies in forest engineering has mainly been focused on defining surface roughness and topology, road geometry, planning and maintenance, ground-based and cable-based harvesting and soil characteristics and displacement. Wildfire monitoring already relies heavily on the use of UAS and thermal cameras in operations, and it is similar to the mapping of windthrow or directions of the spread of certain insects important for forestry. In wildlife research, numerous studies deal with abundance research of individual terrestrial birds and mammals using UAS thermal imagery. With some drawbacks such as wildlife disturbance or limited UAV range, common to most of the processed studies are positive attitudes regarding the application of UAS in forestry sensing and monitoring, which is slowly becoming a common operative practice, with the scientists’ focus being on developing automated approaches in UAS imagery processing. Reducing the error by improving the technological characteristics of the sensors will in the long run reduce the number of people required to collect data important for forestry, reduce risks and in some cases increase accuracy.
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来源期刊
CiteScore
5.20
自引率
12.50%
发文量
23
审稿时长
>12 weeks
期刊介绍: Croatian Journal of Forest Engineering (CROJFE) is a refereed journal distributed internationally, publishing original research articles concerning forest engineering, both theoretical and empirical. The journal covers all aspects of forest engineering research, ranging from basic to applied subjects. In addition to research articles, preliminary research notes and subject reviews are published. Journal Subjects and Fields: -Harvesting systems and technologies- Forest biomass and carbon sequestration- Forest road network planning, management and construction- System organization and forest operations- IT technologies and remote sensing- Engineering in urban forestry- Vehicle/machine design and evaluation- Modelling and sustainable management- Eco-efficient technologies in forestry- Ergonomics and work safety
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