A UAV-Based Eddy Covariance System for Measurement of Mass and Energy Exchange of the Ecosystem: Preliminary Results

Airborne eddy covariance (EC) measurement is one of the most effective methods to directly measure the surface mass and energy fluxes at the regional scale. It offers the possibility to bridge the scale gap between local- and global-scale measurements by ground-based sites and remote-sensing instrum...

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Published in:Sensors
Main Authors: Yibo Sun, Junyong Ma, Bilige Sude, Xingwen Lin, Haolu Shang, Bing Geng, Zhaoyan Diao, Jiaqiang Du, Zhanjun Quan
Format: Article
Language:English
Published: MDPI AG 2021-01-01
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Online Access:https://www.mdpi.com/1424-8220/21/2/403
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author Yibo Sun
Junyong Ma
Bilige Sude
Xingwen Lin
Haolu Shang
Bing Geng
Zhaoyan Diao
Jiaqiang Du
Zhanjun Quan
author_facet Yibo Sun
Junyong Ma
Bilige Sude
Xingwen Lin
Haolu Shang
Bing Geng
Zhaoyan Diao
Jiaqiang Du
Zhanjun Quan
author_sort Yibo Sun
collection DOAJ
container_title Sensors
description Airborne eddy covariance (EC) measurement is one of the most effective methods to directly measure the surface mass and energy fluxes at the regional scale. It offers the possibility to bridge the scale gap between local- and global-scale measurements by ground-based sites and remote-sensing instrumentations, and to validate the surface fluxes estimated by satellite products or process-based models. In this study, we developed an unmanned aerial vehicle (UAV)-based EC system that can be operated to measure the turbulent fluxes in carbon dioxides, momentum, latent and sensible heat, as well as net radiation and photosynthetically active radiation. Flight tests of the developed UAV-based EC system over land were conducted in October 2020 in Inner Mongolia, China. The in-flight calibration was firstly conducted to correct the mounting error. Then, three flight comparison tests were performed, and we compared the measurement with those from a ground tower. The results, along with power spectral comparison and consideration of the differing measurement strategies indicate that the system can resolve the turbulent fluxes in the encountered measurement condition. Lastly, the challenges of the UAV-based EC method were discussed, and potential improvements with further development were explored. The results of this paper reveal the considerable potential of the UAV-based EC method for land surface process studies.
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spelling doaj-art-e678bc2ff4ef4a718a5d8079292ea4fb2025-08-19T22:22:50ZengMDPI AGSensors1424-82202021-01-0121240310.3390/s21020403A UAV-Based Eddy Covariance System for Measurement of Mass and Energy Exchange of the Ecosystem: Preliminary ResultsYibo Sun0Junyong Ma1Bilige Sude2Xingwen Lin3Haolu Shang4Bing Geng5Zhaoyan Diao6Jiaqiang Du7Zhanjun Quan8Institute of Ecological Environment, Chinese Research Academy of Environmental Sciences, Beijing 100012, ChinaInstitute of Ecological Environment, Chinese Research Academy of Environmental Sciences, Beijing 100012, ChinaInstitute of Ecological Environment, Chinese Research Academy of Environmental Sciences, Beijing 100012, ChinaCollage of Geography and Environment Science, Zhejiang Normal University, Jinhua 321004, ChinaKey Laboratory of Digital Earth Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100028, ChinaResearch Institute for Eco-Civilization, Chinese Academy of Social Sciences, Beijing 100028, ChinaInstitute of Ecological Environment, Chinese Research Academy of Environmental Sciences, Beijing 100012, ChinaInstitute of Ecological Environment, Chinese Research Academy of Environmental Sciences, Beijing 100012, ChinaChinese Research Academy of Environmental Sciences, Beijing 100012, ChinaAirborne eddy covariance (EC) measurement is one of the most effective methods to directly measure the surface mass and energy fluxes at the regional scale. It offers the possibility to bridge the scale gap between local- and global-scale measurements by ground-based sites and remote-sensing instrumentations, and to validate the surface fluxes estimated by satellite products or process-based models. In this study, we developed an unmanned aerial vehicle (UAV)-based EC system that can be operated to measure the turbulent fluxes in carbon dioxides, momentum, latent and sensible heat, as well as net radiation and photosynthetically active radiation. Flight tests of the developed UAV-based EC system over land were conducted in October 2020 in Inner Mongolia, China. The in-flight calibration was firstly conducted to correct the mounting error. Then, three flight comparison tests were performed, and we compared the measurement with those from a ground tower. The results, along with power spectral comparison and consideration of the differing measurement strategies indicate that the system can resolve the turbulent fluxes in the encountered measurement condition. Lastly, the challenges of the UAV-based EC method were discussed, and potential improvements with further development were explored. The results of this paper reveal the considerable potential of the UAV-based EC method for land surface process studies.https://www.mdpi.com/1424-8220/21/2/403unmanned aerial vehicleairborne eddy covariancewind speed measurementturbulent fluxes
spellingShingle Yibo Sun
Junyong Ma
Bilige Sude
Xingwen Lin
Haolu Shang
Bing Geng
Zhaoyan Diao
Jiaqiang Du
Zhanjun Quan
A UAV-Based Eddy Covariance System for Measurement of Mass and Energy Exchange of the Ecosystem: Preliminary Results
unmanned aerial vehicle
airborne eddy covariance
wind speed measurement
turbulent fluxes
title A UAV-Based Eddy Covariance System for Measurement of Mass and Energy Exchange of the Ecosystem: Preliminary Results
title_full A UAV-Based Eddy Covariance System for Measurement of Mass and Energy Exchange of the Ecosystem: Preliminary Results
title_fullStr A UAV-Based Eddy Covariance System for Measurement of Mass and Energy Exchange of the Ecosystem: Preliminary Results
title_full_unstemmed A UAV-Based Eddy Covariance System for Measurement of Mass and Energy Exchange of the Ecosystem: Preliminary Results
title_short A UAV-Based Eddy Covariance System for Measurement of Mass and Energy Exchange of the Ecosystem: Preliminary Results
title_sort uav based eddy covariance system for measurement of mass and energy exchange of the ecosystem preliminary results
topic unmanned aerial vehicle
airborne eddy covariance
wind speed measurement
turbulent fluxes
url https://www.mdpi.com/1424-8220/21/2/403
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