Toward Blue Skies: City-Scale Air Pollution Monitoring Using UAVs

被引：9

作者：

Motlagh, Naser Hossein ^{[1
]}

Irjala, Matti ^{[2
]}

Zuniga, Agustin ^{[1
]}

Lagerspetz, Eemil ^{[1
]}

Rantala, Valtteri ^{[2
]}

Flores, Huber ^{[3
]}

Nurmi, Petteri ^{[4
]}

Tarkoma, Sasu ^{[1
]}

机构：

[1] Univ Helsinki, Dept Comp Sci, Helsinki, Finland

[2] Aeromon Ltd, Helsinki, Finland

[3] Univ Tartu, Tartu, Estonia

[4] Univ Helsinki, Helsinki, Finland

来源：

IEEE CONSUMER ELECTRONICS MAGAZINE | 2023年 / 12卷 / 01期

基金：

芬兰科学院;

关键词：

Sensors; Pollution measurement; Atmospheric measurements; Monitoring; Meteorology; Location awareness; Atmospheric modeling; Air Quality; Unmanned Aerial Vehicle; UAV; Sensor Networks; Vertical Measurement; ENVIRONMENT; DISPERSION; IOT;

D O I：

10.1109/MCE.2022.3167800

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

Dangers associated with poor air quality are driving deployments of air quality monitoring technology worldwide. Having a comprehensive understanding of the health effects of pollutants requires understanding both the distribution and dispersion of pollutants in the environment, but currently this information is highly difficult to capture. This article presents a vision for city-scale air pollution monitoring that uses unmanned aerial vehicles (UAVs) to complement current ground and infrastructure-based measurements with a vertical profile of pollutants. We highlight the key requirements and research challenges, demonstrate the benefits UAVs bring through measurements from an industrial and a residential location, and establish a research roadmap for the path forward.

引用

收藏

页码：21 / 31

页数：11

相关论文

共 16 条

[1] A UAV Guidance System Using Crop Row Detection and Line Follower Algorithms [J].

Basso, Maik ;

Pignaton de Freitas, Edison .

JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 2020, 97 (3-4) :605-621

[2] Numerical evaluation of pollutant dispersion in the built environment: Comparisons between models and experiments [J].

Blocken, B. ;

Stathopoulos, T. ;

Saathoff, P. ;

Wang, X. .

JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS, 2008, 96 (10-11) :1817-1831

[3] Measuring odours in the environment vs. dispersion modelling: A review [J].

Capelli, Laura ;

Sironi, Selena ;

Del Rosso, Renato ;

Guillot, Jean-Michel .

ATMOSPHERIC ENVIRONMENT, 2013, 79 :731-743

[4] Low-Cost Outdoor Air Quality Monitoring and Sensor Calibration: A Survey and Critical Analysis [J].

Concas, Francesco ;

Mineraud, Julien ;

Lagerspetz, Eemil ;

Varjonen, Samu ;

Liu, Xiaoli ;

Puolamaki, Kai ;

Nurmi, Petteri ;

Tarkoma, Sasu .

ACM TRANSACTIONS ON SENSOR NETWORKS, 2021, 17 (02)

[5] UAV Aided Aerial-Ground IoT for Air Quality Sensing in Smart City: Architecture, Technologies and Implementation [J].

Hu, Zhiwen ;

Bai, Zixuan ;

Yang, Yuzhe ;

Zheng, Zijie ;

Bian, Kaigui ;

Song, Lingyang .

IEEE NETWORK, 2019, 33 (02) :14-22

[6] Vertical profiles of lung deposited surface area concentration of particulate matter measured with a drone in a street canyon [J].

Kuuluvainen, Heino ;

Poikkimaki, Mikko ;

Jarvinen, Anssi ;

Kuula, Joel ;

Irjala, Matti ;

Dal Maso, Miikka ;

Keskinen, Jorma ;

Timonen, Hilkka ;

Niemi, Jarkko V. ;

Ronkko, Topi .

ENVIRONMENTAL POLLUTION, 2018, 241 :96-105

[7] RSSI-Based LoRa Localization Systems for Large-Scale Indoor and Outdoor Environments [J].

Lam, Ka-Ho ;

Cheung, Chi-Chung ;

Lee, Wah-Ching .

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2019, 68 (12) :11778-11791

[8] Toward Massive Scale Air Quality Monitoring [J].

Motlagh, Naser Hossein ;

Lagerspetz, Eemil ;

Nurmi, Petteri ;

Li, Xin ;

Vadonen, Samu ;

Mineraud, Julien ;

Siekkinen, Math ;

Rebeiro-Hargrave, Andrew ;

Hussein, Tareq ;

Paaja, Tuukka ;

Kulmala, Markku ;

Trachoma, Sasu .

IEEE COMMUNICATIONS MAGAZINE, 2020, 58 (02) :54-59

[9] UAV-Based IoT Platform: A Crowd Surveillance Use Case [J].

Motlagh, Naser Hossein ;

Bagaa, Miloud ;

Taleb, Tarik .

IEEE COMMUNICATIONS MAGAZINE, 2017, 55 (02) :128-134

[10] Urban aerosol evolution and particle formation during wintertime temperature inversions [J].

Olofson, K. Frans G. ;

Andersson, Patrik U. ;

Hallquist, Mattias ;

Ljungstrom, Evert ;

Tang, Lin ;

Chen, Deliang ;

Pettersson, Jan B. C. .

ATMOSPHERIC ENVIRONMENT, 2009, 43 (02) :340-346