Emerging technologies such as Internet of Things (IoT) can provide significant potential in Precision Agriculture enabling the acquisition of real-time environmental data. IoT devices like Unmanned Aerial Vehicles (UAVs) equipped with cameras, sensors, and GPS receivers can deliver a variety of IoT services and applications related to fields management, by capturing images from great heights. However, there are many issues to be resolved before the effective use of UAVs in the agriculture domain, including the data collection and processing methods. There is still no standardized workflow and processes for most UAV-based applications for Precision Agriculture. In this paper we summarize the data acquisition methods and technologies to acquire images in UAV-based Precision Agriculture and appoint the benefits and drawbacks of each one. We also review popular data analysis methods of remotely sensed imagery and discuss the outcomes of each method and its potential application in the farming operations.
机构:
Capital Normal Univ, Coll Resource Environm & Tourism, Beijing 100048, Peoples R China
MOE, Spatial Informat Technol Engn Res Ctr, Beijing 100048, Peoples R ChinaCapital Normal Univ, Coll Resource Environm & Tourism, Beijing 100048, Peoples R China
Deng, Lei
;
Mao, Zhihui
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Capital Normal Univ, Coll Resource Environm & Tourism, Beijing 100048, Peoples R ChinaCapital Normal Univ, Coll Resource Environm & Tourism, Beijing 100048, Peoples R China
Mao, Zhihui
;
Li, Xiaojuan
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Capital Normal Univ, Coll Resource Environm & Tourism, Beijing 100048, Peoples R ChinaCapital Normal Univ, Coll Resource Environm & Tourism, Beijing 100048, Peoples R China
Li, Xiaojuan
;
Hu, Zhuowei
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机构:
Capital Normal Univ, Coll Resource Environm & Tourism, Beijing 100048, Peoples R China
MOE, Spatial Informat Technol Engn Res Ctr, Beijing 100048, Peoples R ChinaCapital Normal Univ, Coll Resource Environm & Tourism, Beijing 100048, Peoples R China
Hu, Zhuowei
;
Duan, Fuzhou
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机构:
Capital Normal Univ, Coll Resource Environm & Tourism, Beijing 100048, Peoples R China
MOE, Spatial Informat Technol Engn Res Ctr, Beijing 100048, Peoples R ChinaCapital Normal Univ, Coll Resource Environm & Tourism, Beijing 100048, Peoples R China
Duan, Fuzhou
;
Yan, Yanan
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h-index: 0
机构:
Capital Normal Univ, Coll Resource Environm & Tourism, Beijing 100048, Peoples R ChinaCapital Normal Univ, Coll Resource Environm & Tourism, Beijing 100048, Peoples R China
机构:
Univ Fed Mato Grosso do Sul, 368 Brigadeiro Machado St Block 4 Apt 112, BR-79006610 Campo Grande, MS, BrazilUniv Fed Mato Grosso do Sul, 368 Brigadeiro Machado St Block 4 Apt 112, BR-79006610 Campo Grande, MS, Brazil
Ferreira, Alessandro dos Santos
;
Freitas, Daniel Matte
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Univ Fed Mato Grosso do Sul, 368 Brigadeiro Machado St Block 4 Apt 112, BR-79006610 Campo Grande, MS, BrazilUniv Fed Mato Grosso do Sul, 368 Brigadeiro Machado St Block 4 Apt 112, BR-79006610 Campo Grande, MS, Brazil
Freitas, Daniel Matte
;
da Silva, Gercina Goncalves
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h-index: 0
机构:
Univ Fed Mato Grosso do Sul, 368 Brigadeiro Machado St Block 4 Apt 112, BR-79006610 Campo Grande, MS, BrazilUniv Fed Mato Grosso do Sul, 368 Brigadeiro Machado St Block 4 Apt 112, BR-79006610 Campo Grande, MS, Brazil
da Silva, Gercina Goncalves
;
Pistori, Hemerson
论文数: 0引用数: 0
h-index: 0
机构:
Univ Catolica Dom Bosco, Campo Grande, MS, BrazilUniv Fed Mato Grosso do Sul, 368 Brigadeiro Machado St Block 4 Apt 112, BR-79006610 Campo Grande, MS, Brazil
Pistori, Hemerson
;
Folhes, Marcelo Theophilo
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h-index: 0
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IbiGeo Geociencia Aplicada, Campo Grande, MS, BrazilUniv Fed Mato Grosso do Sul, 368 Brigadeiro Machado St Block 4 Apt 112, BR-79006610 Campo Grande, MS, Brazil
机构:
China Univ Min & Technol Beijing, Sch Geosci & Surveying Engn, Beijing, Peoples R China
Shanxi Datong Univ, Coll Architecture & Geomat Engn, Datong, Peoples R ChinaChina Univ Min & Technol Beijing, Sch Geosci & Surveying Engn, Beijing, Peoples R China
Han, Liang
;
Yang, Guijun
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h-index: 0
机构:
Minist Agr, Key Lab Quantitat Remote Sensing Agr, Beijing Res Ctr Informat Technol Agr, Beijing, Peoples R ChinaChina Univ Min & Technol Beijing, Sch Geosci & Surveying Engn, Beijing, Peoples R China
Yang, Guijun
;
Yang, Hao
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机构:
Minist Agr, Key Lab Quantitat Remote Sensing Agr, Beijing Res Ctr Informat Technol Agr, Beijing, Peoples R ChinaChina Univ Min & Technol Beijing, Sch Geosci & Surveying Engn, Beijing, Peoples R China
Yang, Hao
;
Xu, Bo
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机构:
Minist Agr, Key Lab Quantitat Remote Sensing Agr, Beijing Res Ctr Informat Technol Agr, Beijing, Peoples R China
Natl Engn Res Ctr Informat Technol Agr, Beijing, Peoples R ChinaChina Univ Min & Technol Beijing, Sch Geosci & Surveying Engn, Beijing, Peoples R China
Xu, Bo
;
Li, Zhenhai
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h-index: 0
机构:
Minist Agr, Key Lab Quantitat Remote Sensing Agr, Beijing Res Ctr Informat Technol Agr, Beijing, Peoples R China
Beijing Engn Res Ctr Agr Internet Things, Beijing, Peoples R ChinaChina Univ Min & Technol Beijing, Sch Geosci & Surveying Engn, Beijing, Peoples R China
Li, Zhenhai
;
Yang, Xiaodong
论文数: 0引用数: 0
h-index: 0
机构:
Minist Agr, Key Lab Quantitat Remote Sensing Agr, Beijing Res Ctr Informat Technol Agr, Beijing, Peoples R ChinaChina Univ Min & Technol Beijing, Sch Geosci & Surveying Engn, Beijing, Peoples R China
机构:
Capital Normal Univ, Coll Resource Environm & Tourism, Beijing 100048, Peoples R China
MOE, Spatial Informat Technol Engn Res Ctr, Beijing 100048, Peoples R ChinaCapital Normal Univ, Coll Resource Environm & Tourism, Beijing 100048, Peoples R China
Deng, Lei
;
Mao, Zhihui
论文数: 0引用数: 0
h-index: 0
机构:
Capital Normal Univ, Coll Resource Environm & Tourism, Beijing 100048, Peoples R ChinaCapital Normal Univ, Coll Resource Environm & Tourism, Beijing 100048, Peoples R China
Mao, Zhihui
;
Li, Xiaojuan
论文数: 0引用数: 0
h-index: 0
机构:
Capital Normal Univ, Coll Resource Environm & Tourism, Beijing 100048, Peoples R ChinaCapital Normal Univ, Coll Resource Environm & Tourism, Beijing 100048, Peoples R China
Li, Xiaojuan
;
Hu, Zhuowei
论文数: 0引用数: 0
h-index: 0
机构:
Capital Normal Univ, Coll Resource Environm & Tourism, Beijing 100048, Peoples R China
MOE, Spatial Informat Technol Engn Res Ctr, Beijing 100048, Peoples R ChinaCapital Normal Univ, Coll Resource Environm & Tourism, Beijing 100048, Peoples R China
Hu, Zhuowei
;
Duan, Fuzhou
论文数: 0引用数: 0
h-index: 0
机构:
Capital Normal Univ, Coll Resource Environm & Tourism, Beijing 100048, Peoples R China
MOE, Spatial Informat Technol Engn Res Ctr, Beijing 100048, Peoples R ChinaCapital Normal Univ, Coll Resource Environm & Tourism, Beijing 100048, Peoples R China
Duan, Fuzhou
;
Yan, Yanan
论文数: 0引用数: 0
h-index: 0
机构:
Capital Normal Univ, Coll Resource Environm & Tourism, Beijing 100048, Peoples R ChinaCapital Normal Univ, Coll Resource Environm & Tourism, Beijing 100048, Peoples R China
机构:
Univ Fed Mato Grosso do Sul, 368 Brigadeiro Machado St Block 4 Apt 112, BR-79006610 Campo Grande, MS, BrazilUniv Fed Mato Grosso do Sul, 368 Brigadeiro Machado St Block 4 Apt 112, BR-79006610 Campo Grande, MS, Brazil
Ferreira, Alessandro dos Santos
;
Freitas, Daniel Matte
论文数: 0引用数: 0
h-index: 0
机构:
Univ Fed Mato Grosso do Sul, 368 Brigadeiro Machado St Block 4 Apt 112, BR-79006610 Campo Grande, MS, BrazilUniv Fed Mato Grosso do Sul, 368 Brigadeiro Machado St Block 4 Apt 112, BR-79006610 Campo Grande, MS, Brazil
Freitas, Daniel Matte
;
da Silva, Gercina Goncalves
论文数: 0引用数: 0
h-index: 0
机构:
Univ Fed Mato Grosso do Sul, 368 Brigadeiro Machado St Block 4 Apt 112, BR-79006610 Campo Grande, MS, BrazilUniv Fed Mato Grosso do Sul, 368 Brigadeiro Machado St Block 4 Apt 112, BR-79006610 Campo Grande, MS, Brazil
da Silva, Gercina Goncalves
;
Pistori, Hemerson
论文数: 0引用数: 0
h-index: 0
机构:
Univ Catolica Dom Bosco, Campo Grande, MS, BrazilUniv Fed Mato Grosso do Sul, 368 Brigadeiro Machado St Block 4 Apt 112, BR-79006610 Campo Grande, MS, Brazil
Pistori, Hemerson
;
Folhes, Marcelo Theophilo
论文数: 0引用数: 0
h-index: 0
机构:
IbiGeo Geociencia Aplicada, Campo Grande, MS, BrazilUniv Fed Mato Grosso do Sul, 368 Brigadeiro Machado St Block 4 Apt 112, BR-79006610 Campo Grande, MS, Brazil
机构:
China Univ Min & Technol Beijing, Sch Geosci & Surveying Engn, Beijing, Peoples R China
Shanxi Datong Univ, Coll Architecture & Geomat Engn, Datong, Peoples R ChinaChina Univ Min & Technol Beijing, Sch Geosci & Surveying Engn, Beijing, Peoples R China
Han, Liang
;
Yang, Guijun
论文数: 0引用数: 0
h-index: 0
机构:
Minist Agr, Key Lab Quantitat Remote Sensing Agr, Beijing Res Ctr Informat Technol Agr, Beijing, Peoples R ChinaChina Univ Min & Technol Beijing, Sch Geosci & Surveying Engn, Beijing, Peoples R China
Yang, Guijun
;
Yang, Hao
论文数: 0引用数: 0
h-index: 0
机构:
Minist Agr, Key Lab Quantitat Remote Sensing Agr, Beijing Res Ctr Informat Technol Agr, Beijing, Peoples R ChinaChina Univ Min & Technol Beijing, Sch Geosci & Surveying Engn, Beijing, Peoples R China
Yang, Hao
;
Xu, Bo
论文数: 0引用数: 0
h-index: 0
机构:
Minist Agr, Key Lab Quantitat Remote Sensing Agr, Beijing Res Ctr Informat Technol Agr, Beijing, Peoples R China
Natl Engn Res Ctr Informat Technol Agr, Beijing, Peoples R ChinaChina Univ Min & Technol Beijing, Sch Geosci & Surveying Engn, Beijing, Peoples R China
Xu, Bo
;
Li, Zhenhai
论文数: 0引用数: 0
h-index: 0
机构:
Minist Agr, Key Lab Quantitat Remote Sensing Agr, Beijing Res Ctr Informat Technol Agr, Beijing, Peoples R China
Beijing Engn Res Ctr Agr Internet Things, Beijing, Peoples R ChinaChina Univ Min & Technol Beijing, Sch Geosci & Surveying Engn, Beijing, Peoples R China
Li, Zhenhai
;
Yang, Xiaodong
论文数: 0引用数: 0
h-index: 0
机构:
Minist Agr, Key Lab Quantitat Remote Sensing Agr, Beijing Res Ctr Informat Technol Agr, Beijing, Peoples R ChinaChina Univ Min & Technol Beijing, Sch Geosci & Surveying Engn, Beijing, Peoples R China