The Application of UASs in Forest Management and Monitoring: Challenges and Opportunities for Use in the Miombo Woodland

被引:6
|
作者
Shamaoma, Hastings [1 ,2 ]
Chirwa, Paxie W. [1 ]
Ramoelo, Abel [3 ]
Hudak, Andrew T. [4 ]
Syampungani, Stephen [1 ,5 ]
机构
[1] Univ Pretoria, Dept Plant & Soil Sci, Forest Sci PostGrad Programme, Private bag X20, ZA-0028 Pretoria, South Africa
[2] Copperbelt Univ, Sch Built Environm, Dept Urban & Reg Planning, POB 21692, Kitwe, Zambia
[3] Univ Pretoria, Ctr Environm Studies, CFES, Private bag X20, ZA-0028 Pretoria, South Africa
[4] USDA Forest Serv, Forestry Sci Lab, Rocky Mt Res Stn, 1221 S Main St, Moscow, ID 83843 USA
[5] Copperbelt Univ, Dept Environm & Plant Sci, ORTAR ChI Environm & Dev, POB 21692, Kitwe 21692, Zambia
来源
FORESTS | 2022年 / 13卷 / 11期
基金
新加坡国家研究基金会;
关键词
UAS; Miombo woodlands; forest structure; tree species; forest degradation; UNMANNED AERIAL VEHICLES; FROM-MOTION PHOTOGRAMMETRY; AIRCRAFT SYSTEMS UASS; MULTI-PLOT ASSESSMENT; LAND-COVER; UAV-LIDAR; TROPICAL FORESTS; TREE DETECTION; SPECIES-LEVEL; POINT CLOUDS;
D O I
10.3390/f13111812
中图分类号
S7 [林业];
学科分类号
0829 ; 0907 ;
摘要
The Miombo woodland is the most extensive tropical woodland in south-central Africa. However, field sample plot data on forest cover changes, species distribution and carbon stocks in the Miombo ecoregion are inadequate for effective forest management. Owing to logistical challenges that come with field-based inventory methods, remote sensing plays an important role in supplementing field methods to fill in data gaps. Traditional satellite and manned aircraft remote sensing platforms have their own advantages and limitations. The advent of unmanned aerial systems (UASs) has made it possible to acquire forest data at unprecedented spatial and temporal scales. UASs are adaptable to various forest applications in terms of providing flexibility in data acquisition with different sensors (RGB, multispectral, hyperspectral, thermal and light detection and ranging (lidar)) at a convenient time. To highlight possible applications in the Miombo woodlands, we first provide an overview of the Miombo woodlands and recent progress in remote sensing with small UASs. An overview of some potential forest applications was undertaken to identify key prospects and challenges for UAS applications in the Miombo region, which will provide expertise and guidance upon which future applications in the Miombo woodlands should be based. While much of the potential of using UASs for forest data acquisition in the Miombo woodlands remains to be realized, it is likely that the next few years will see such systems being used to provide data for an ever-increasing range of forest applications.
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页数:27
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