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Editorial for the Special Issue "Forestry Applications of Unmanned Aerial Vehicles (UAVs)"
被引:4
作者:

Matese, Alessandro
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机构:
Natl Res Council CNR, Inst BioEcon IBE, Via Caproni 8, I-50145 Florence, Italy Natl Res Council CNR, Inst BioEcon IBE, Via Caproni 8, I-50145 Florence, Italy
机构:
[1] Natl Res Council CNR, Inst BioEcon IBE, Via Caproni 8, I-50145 Florence, Italy
来源:
关键词:
unmanned aerial vehicles (UAV);
precision forestry;
forestry applications;
image processing;
machine learning;
RGB imagery;
D O I:
10.3390/f11040406
中图分类号:
S7 [林业];
学科分类号:
0829 ;
0907 ;
摘要:
Unmanned aerial vehicles (UAVs) are new platforms that have been increasingly used in the last few years for forestry applications that benefit from the added value of flexibility, low cost, reliability, autonomy, and capability of timely provision of high-resolution data. This special issue (SI) collects nine papers reporting research on different forestry applications using UAV imagery. The special issue covers seven Red-Green-Blue (RGB) sensor papers, three papers on multispectral imagery, and one further paper on hyperspectral data acquisition system. Several data processing and machine learning methods are presented. The special issue provides an overview regarding potential applications to provide forestry characteristics in a timely, cost-efficient way. With the fast development of sensors technology and image processing algorithms, the forestry potential applications will growing fast, but future work should consider the consistency and repeatability of these novel techniques.
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共 9 条
[1]
Robinia pseudoacacia L. in Short Rotation Coppice: Seed and Stump Shoot Reproduction as well as UAS-based Spreading Analysis
[J].
Carl, Christin
;
Lehmann, Jan R. K.
;
Landgraf, Dirk
;
Pretzsch, Hans
.
FORESTS,
2019, 10 (03)

Carl, Christin
论文数: 0 引用数: 0
h-index: 0
机构:
Tech Univ Munich, Sch Life Sci Weihenstephan, Forest Growth & Yield Sci, Hans Carl von Carlowitz Pl 2, D-85354 Freising Weihenstephan, Germany
Univ Appl Sci Erfurt, Forestry & Ecosyst Management, Leipziger Str 77, D-99085 Erfurt, Germany Tech Univ Munich, Sch Life Sci Weihenstephan, Forest Growth & Yield Sci, Hans Carl von Carlowitz Pl 2, D-85354 Freising Weihenstephan, Germany

Lehmann, Jan R. K.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Munster, Inst Landscape Ecol, Heisenbergstr 2, D-48149 Munster, Germany Tech Univ Munich, Sch Life Sci Weihenstephan, Forest Growth & Yield Sci, Hans Carl von Carlowitz Pl 2, D-85354 Freising Weihenstephan, Germany

Landgraf, Dirk
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Appl Sci Erfurt, Forestry & Ecosyst Management, Leipziger Str 77, D-99085 Erfurt, Germany Tech Univ Munich, Sch Life Sci Weihenstephan, Forest Growth & Yield Sci, Hans Carl von Carlowitz Pl 2, D-85354 Freising Weihenstephan, Germany

Pretzsch, Hans
论文数: 0 引用数: 0
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机构:
Tech Univ Munich, Sch Life Sci Weihenstephan, Forest Growth & Yield Sci, Hans Carl von Carlowitz Pl 2, D-85354 Freising Weihenstephan, Germany Tech Univ Munich, Sch Life Sci Weihenstephan, Forest Growth & Yield Sci, Hans Carl von Carlowitz Pl 2, D-85354 Freising Weihenstephan, Germany
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An Automatic UAV Based Segmentation Approach for Pruning Biomass Estimation in Irregularly Spaced Chestnut Orchards
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Di Gennaro, Salvatore Filippo
;
Nati, Carla
;
Dainelli, Riccardo
;
Pastonchi, Laura
;
Berton, Andrea
;
Toscano, Piero
;
Matese, Alessandro
.
FORESTS,
2020, 11 (03)

Di Gennaro, Salvatore Filippo
论文数: 0 引用数: 0
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机构:
Natl Res Council CNR, Inst BioEcon IBE, Via Caproni 8, Florence 50145, Italy Natl Res Council CNR, Inst BioEcon IBE, Via Caproni 8, Florence 50145, Italy

Nati, Carla
论文数: 0 引用数: 0
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机构:
Natl Res Council CNR, Inst BioEcon IBE, Via Caproni 8, Florence 50145, Italy Natl Res Council CNR, Inst BioEcon IBE, Via Caproni 8, Florence 50145, Italy

Dainelli, Riccardo
论文数: 0 引用数: 0
h-index: 0
机构:
Natl Res Council CNR, Inst BioEcon IBE, Via Caproni 8, Florence 50145, Italy Natl Res Council CNR, Inst BioEcon IBE, Via Caproni 8, Florence 50145, Italy

Pastonchi, Laura
论文数: 0 引用数: 0
h-index: 0
机构:
Natl Res Council CNR, Inst BioEcon IBE, Via Caproni 8, Florence 50145, Italy Natl Res Council CNR, Inst BioEcon IBE, Via Caproni 8, Florence 50145, Italy

Berton, Andrea
论文数: 0 引用数: 0
h-index: 0
机构:
Natl Res Council CNR, Inst Clin Physiol IFC, Via Moruzzi 1, Pisa 56124, Italy Natl Res Council CNR, Inst BioEcon IBE, Via Caproni 8, Florence 50145, Italy

Toscano, Piero
论文数: 0 引用数: 0
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机构:
Natl Res Council CNR, Inst BioEcon IBE, Via Caproni 8, Florence 50145, Italy Natl Res Council CNR, Inst BioEcon IBE, Via Caproni 8, Florence 50145, Italy

Matese, Alessandro
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机构:
Natl Res Council CNR, Inst BioEcon IBE, Via Caproni 8, Florence 50145, Italy Natl Res Council CNR, Inst BioEcon IBE, Via Caproni 8, Florence 50145, Italy
[3]
The Use of Low-Altitude UAV Imagery to Assess Western Juniper Density and Canopy Cover in Treated and Untreated Stands
[J].
Durfee, Nicole
;
Ochoa, Carlos G.
;
Mata-Gonzalez, Ricardo
.
FORESTS,
2019, 10 (04)

论文数: 引用数:
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机构:

Ochoa, Carlos G.
论文数: 0 引用数: 0
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机构:
Oregon State Univ, Ecohydrol Lab, Dept Anim & Rangeland Sci, Corvallis, OR 97331 USA Oregon State Univ, Ecohydrol Lab, Water Resources Grad Program, Corvallis, OR 97331 USA

论文数: 引用数:
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[4]
Detection of Coniferous Seedlings in UAV Imagery
[J].
Feduck, Corey
;
McDermid, Gregory J.
;
Castilla, Guillermo
.
FORESTS,
2018, 9 (07)

Feduck, Corey
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Calgary, Dept Geog, 2500 Univ Dr NW Calgary, Calgary, AB T2N 1N4, Canada Univ Calgary, Dept Geog, 2500 Univ Dr NW Calgary, Calgary, AB T2N 1N4, Canada

McDermid, Gregory J.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Calgary, Dept Geog, 2500 Univ Dr NW Calgary, Calgary, AB T2N 1N4, Canada Univ Calgary, Dept Geog, 2500 Univ Dr NW Calgary, Calgary, AB T2N 1N4, Canada

Castilla, Guillermo
论文数: 0 引用数: 0
h-index: 0
机构:
Canadian Forest Serv, Northern Forestry Ctr, 5320 122 St NW Edmonton, Victoria, AB T6H 3S5, Canada Univ Calgary, Dept Geog, 2500 Univ Dr NW Calgary, Calgary, AB T2N 1N4, Canada
[5]
Evaluating the Effectiveness of Unmanned Aerial Systems (UAS) for Collecting Thematic Map Accuracy Assessment Reference Data in New England Forests
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Fraser, Benjamin T.
;
Congalton, Russell G.
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FORESTS,
2019, 10 (01)

Fraser, Benjamin T.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ New Hampshire, Dept Nat Resources & Environm, 56 Coll Rd, Durham, NH 03824 USA Univ New Hampshire, Dept Nat Resources & Environm, 56 Coll Rd, Durham, NH 03824 USA

Congalton, Russell G.
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机构:
Univ New Hampshire, Dept Nat Resources & Environm, 56 Coll Rd, Durham, NH 03824 USA Univ New Hampshire, Dept Nat Resources & Environm, 56 Coll Rd, Durham, NH 03824 USA
[6]
Characterizing Seedling Stands Using Leaf-Off and Leaf-On Photogrammetric Point Clouds and Hyperspectral Imagery Acquired from Unmanned Aerial Vehicle
[J].
Imangholiloo, Mohammad
;
Saarinen, Ninni
;
Markelin, Lauri
;
Rosnell, Tomi
;
Nasi, Roope
;
Hakala, Teemu
;
Honkavaara, Eija
;
Holopainen, Markus
;
Hyyppa, Juha
;
Vastaranta, Mikko
.
FORESTS,
2019, 10 (05)

Imangholiloo, Mohammad
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Helsinki, Dept Forest Sci, POB 27, FIN-00014 Helsinki, Finland
Natl Land Survey, Finnish Geospatial Res Inst, Ctr Excellence Laser Scanning Res, Geodeetinrinne 2, Masala 02431, Finland Univ Helsinki, Dept Forest Sci, POB 27, FIN-00014 Helsinki, Finland

Saarinen, Ninni
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Helsinki, Dept Forest Sci, POB 27, FIN-00014 Helsinki, Finland
Natl Land Survey, Finnish Geospatial Res Inst, Ctr Excellence Laser Scanning Res, Geodeetinrinne 2, Masala 02431, Finland
Univ Eastern Finland, Sch Forest Sci, POB 111, Joensuu 80101, Finland Univ Helsinki, Dept Forest Sci, POB 27, FIN-00014 Helsinki, Finland

Markelin, Lauri
论文数: 0 引用数: 0
h-index: 0
机构:
Natl Land Survey Finland NLS, Finnish Geospatial Res Inst FGI, Dept Remote Sensing & Photogrammetry, Geodeetinrinne 2, Masala 02430, Finland Univ Helsinki, Dept Forest Sci, POB 27, FIN-00014 Helsinki, Finland

Rosnell, Tomi
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机构:
Natl Land Survey Finland NLS, Finnish Geospatial Res Inst FGI, Dept Remote Sensing & Photogrammetry, Geodeetinrinne 2, Masala 02430, Finland Univ Helsinki, Dept Forest Sci, POB 27, FIN-00014 Helsinki, Finland

Nasi, Roope
论文数: 0 引用数: 0
h-index: 0
机构:
Natl Land Survey Finland NLS, Finnish Geospatial Res Inst FGI, Dept Remote Sensing & Photogrammetry, Geodeetinrinne 2, Masala 02430, Finland Univ Helsinki, Dept Forest Sci, POB 27, FIN-00014 Helsinki, Finland

Hakala, Teemu
论文数: 0 引用数: 0
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机构:
Natl Land Survey Finland NLS, Finnish Geospatial Res Inst FGI, Dept Remote Sensing & Photogrammetry, Geodeetinrinne 2, Masala 02430, Finland Univ Helsinki, Dept Forest Sci, POB 27, FIN-00014 Helsinki, Finland

Honkavaara, Eija
论文数: 0 引用数: 0
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机构:
Natl Land Survey Finland NLS, Finnish Geospatial Res Inst FGI, Dept Remote Sensing & Photogrammetry, Geodeetinrinne 2, Masala 02430, Finland Univ Helsinki, Dept Forest Sci, POB 27, FIN-00014 Helsinki, Finland

Holopainen, Markus
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Helsinki, Dept Forest Sci, POB 27, FIN-00014 Helsinki, Finland
Natl Land Survey, Finnish Geospatial Res Inst, Ctr Excellence Laser Scanning Res, Geodeetinrinne 2, Masala 02431, Finland Univ Helsinki, Dept Forest Sci, POB 27, FIN-00014 Helsinki, Finland

Hyyppa, Juha
论文数: 0 引用数: 0
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机构:
Natl Land Survey, Finnish Geospatial Res Inst, Ctr Excellence Laser Scanning Res, Geodeetinrinne 2, Masala 02431, Finland
Natl Land Survey Finland NLS, Finnish Geospatial Res Inst FGI, Dept Remote Sensing & Photogrammetry, Geodeetinrinne 2, Masala 02430, Finland Univ Helsinki, Dept Forest Sci, POB 27, FIN-00014 Helsinki, Finland

Vastaranta, Mikko
论文数: 0 引用数: 0
h-index: 0
机构:
Natl Land Survey, Finnish Geospatial Res Inst, Ctr Excellence Laser Scanning Res, Geodeetinrinne 2, Masala 02431, Finland
Univ Eastern Finland, Sch Forest Sci, POB 111, Joensuu 80101, Finland Univ Helsinki, Dept Forest Sci, POB 27, FIN-00014 Helsinki, Finland
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Automatic Segmentation of Mauritia flexuosa in Unmanned Aerial Vehicle (UAV) Imagery Using Deep Learning
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Morales, Giorgio
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Kemper, Guillermo
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Sevillano, Grace
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Arteaga, Daniel
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Ortega, Ivan
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Telles, Joel
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FORESTS,
2018, 9 (12)

Morales, Giorgio
论文数: 0 引用数: 0
h-index: 0
机构:
Natl Univ Engn, Natl Inst Res & Training Telecommun INICTEL UNI, Lima 15021, Peru Natl Univ Engn, Natl Inst Res & Training Telecommun INICTEL UNI, Lima 15021, Peru

论文数: 引用数:
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Sevillano, Grace
论文数: 0 引用数: 0
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机构:
Natl Univ Engn, Natl Inst Res & Training Telecommun INICTEL UNI, Lima 15021, Peru Natl Univ Engn, Natl Inst Res & Training Telecommun INICTEL UNI, Lima 15021, Peru

Arteaga, Daniel
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h-index: 0
机构:
Natl Univ Engn, Natl Inst Res & Training Telecommun INICTEL UNI, Lima 15021, Peru Natl Univ Engn, Natl Inst Res & Training Telecommun INICTEL UNI, Lima 15021, Peru

Ortega, Ivan
论文数: 0 引用数: 0
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机构:
Natl Univ Engn, Natl Inst Res & Training Telecommun INICTEL UNI, Lima 15021, Peru Natl Univ Engn, Natl Inst Res & Training Telecommun INICTEL UNI, Lima 15021, Peru

Telles, Joel
论文数: 0 引用数: 0
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机构:
Natl Univ Engn, Natl Inst Res & Training Telecommun INICTEL UNI, Lima 15021, Peru Natl Univ Engn, Natl Inst Res & Training Telecommun INICTEL UNI, Lima 15021, Peru
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Application of UAV Photogrammetric System for Monitoring Ancient Tree Communities in Beijing
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Qiu, Zixuan
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Feng, Zhong-Ke
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Wang, Mingming
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Li, Zhenru
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Lu, Chao
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2018, 9 (12)

Qiu, Zixuan
论文数: 0 引用数: 0
h-index: 0
机构:
Beijing Forestry Univ, Precis Forestry Key Lab Beijing, Beijing 100083, Peoples R China Beijing Forestry Univ, Precis Forestry Key Lab Beijing, Beijing 100083, Peoples R China

Feng, Zhong-Ke
论文数: 0 引用数: 0
h-index: 0
机构:
Beijing Forestry Univ, Precis Forestry Key Lab Beijing, Beijing 100083, Peoples R China Beijing Forestry Univ, Precis Forestry Key Lab Beijing, Beijing 100083, Peoples R China

Wang, Mingming
论文数: 0 引用数: 0
h-index: 0
机构:
Beijing Forestry Univ, Precis Forestry Key Lab Beijing, Beijing 100083, Peoples R China Beijing Forestry Univ, Precis Forestry Key Lab Beijing, Beijing 100083, Peoples R China

Li, Zhenru
论文数: 0 引用数: 0
h-index: 0
机构:
Daxing Dist Gardening & Greening Bur, Beijing 102600, Peoples R China Beijing Forestry Univ, Precis Forestry Key Lab Beijing, Beijing 100083, Peoples R China

Lu, Chao
论文数: 0 引用数: 0
h-index: 0
机构:
Beijing Daxing Fruit & Forestry Inst, Beijing 102600, Peoples R China Beijing Forestry Univ, Precis Forestry Key Lab Beijing, Beijing 100083, Peoples R China
[9]
Using UAV Multispectral Images for Classification of Forest Burn Severity-A Case Study of the 2019 Gangneung Forest Fire
[J].
Shin, Jung-il
;
Seo, Won-woo
;
Kim, Taejung
;
Park, Joowon
;
Woo, Choong-shik
.
FORESTS,
2019, 10 (11)

Shin, Jung-il
论文数: 0 引用数: 0
h-index: 0
机构:
Inha Univ, Geoinformat Engn Res Ctr, Incheon 22212, South Korea Inha Univ, Geoinformat Engn Res Ctr, Incheon 22212, South Korea

论文数: 引用数:
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机构:

Kim, Taejung
论文数: 0 引用数: 0
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机构:
Inha Univ, Dept Geoinformat Engn, Incheon 22212, South Korea Inha Univ, Geoinformat Engn Res Ctr, Incheon 22212, South Korea

论文数: 引用数:
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Woo, Choong-shik
论文数: 0 引用数: 0
h-index: 0
机构:
Natl Inst Forest Sci, Forest Disaster Management Div, Seoul 02455, South Korea Inha Univ, Geoinformat Engn Res Ctr, Incheon 22212, South Korea