Validation of GOSAT and OCO-2 against In Situ Aircraft Measurements and Comparison with CarbonTracker and GEOS-Chem over Qinhuangdao, China

Carbon dioxide (CO<sub>2</sub>) is the most important greenhouse gas and several satellites have been launched to monitor the atmospheric CO<sub>2</sub> at regional and global scales. Evaluation of the measurements obtained from these satellites against accurate and precise i...

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Main Authors: Farhan Mustafa, Huijuan Wang, Lingbing Bu, Qin Wang, Muhammad Shahzaman, Muhammad Bilal, Minqiang Zhou, Rashid Iqbal, Rana Waqar Aslam, Md. Arfan Ali, Zhongfeng Qiu
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Remote Sensing
Subjects:
Online Access:https://www.mdpi.com/2072-4292/13/5/899
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author Farhan Mustafa
Huijuan Wang
Lingbing Bu
Qin Wang
Muhammad Shahzaman
Muhammad Bilal
Minqiang Zhou
Rashid Iqbal
Rana Waqar Aslam
Md. Arfan Ali
Zhongfeng Qiu
author_facet Farhan Mustafa
Huijuan Wang
Lingbing Bu
Qin Wang
Muhammad Shahzaman
Muhammad Bilal
Minqiang Zhou
Rashid Iqbal
Rana Waqar Aslam
Md. Arfan Ali
Zhongfeng Qiu
author_sort Farhan Mustafa
collection DOAJ
description Carbon dioxide (CO<sub>2</sub>) is the most important greenhouse gas and several satellites have been launched to monitor the atmospheric CO<sub>2</sub> at regional and global scales. Evaluation of the measurements obtained from these satellites against accurate and precise instruments is crucial. In this work, aircraft measurements of CO<sub>2</sub> were carried out over Qinhuangdao, China (39.9354°N, 119.6005°E), on 14, 16, and 19 March 2019 to validate the Greenhous gases Observing SATellite (GOSAT) and the Orbiting Carbon Observatory 2 (OCO-2) CO<sub>2</sub> retrievals. The airborne in situ instruments were mounted on a research aircraft and the measurements were carried out between the altitudes of ~0.5 and 8.0 km to obtain the vertical profiles of CO<sub>2</sub>. The profiles captured a decrease in CO<sub>2</sub> concentration from the surface to maximum altitude. Moreover, the vertical profiles from GEOS-Chem and the National Oceanic and Atmospheric Administration (NOAA) CarbonTracker were also compared with in situ and satellite datasets. The satellite and the model datasets captured the vertical structure of CO<sub>2</sub> when compared with in situ measurements, which showed good agreement among the datasets. The dry-air column-averaged CO<sub>2</sub> mole fractions (XCO<sub>2</sub>) retrieved from OCO-2 and GOSAT showed biases of 1.33 ppm (0.32%) and −1.70 ppm (−0.41%), respectively, relative to the XCO<sub>2</sub> derived from in situ measurements.
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spelling doaj.art-33e91d99ac93451a82d611df98e5e4ad2023-12-03T11:54:33ZengMDPI AGRemote Sensing2072-42922021-02-0113589910.3390/rs13050899Validation of GOSAT and OCO-2 against In Situ Aircraft Measurements and Comparison with CarbonTracker and GEOS-Chem over Qinhuangdao, ChinaFarhan Mustafa0Huijuan Wang1Lingbing Bu2Qin Wang3Muhammad Shahzaman4Muhammad Bilal5Minqiang Zhou6Rashid Iqbal7Rana Waqar Aslam8Md. Arfan Ali9Zhongfeng Qiu10Collaborative Innovation Center on Forecast and Evaluation of Meteorological Disasters, Key Laboratory for Aerosol-Cloud-Precipitation of China Meteorological Administration, Key Laboratory of Meteorological Disasters, Ministry of Education, Nanjing University of Information Science and Technology (NUIST), Nanjing 210044, ChinaQingdao Meteorological Bureau, Qingdao 266000, ChinaCollaborative Innovation Center on Forecast and Evaluation of Meteorological Disasters, Key Laboratory for Aerosol-Cloud-Precipitation of China Meteorological Administration, Key Laboratory of Meteorological Disasters, Ministry of Education, Nanjing University of Information Science and Technology (NUIST), Nanjing 210044, ChinaCollaborative Innovation Center on Forecast and Evaluation of Meteorological Disasters, Key Laboratory for Aerosol-Cloud-Precipitation of China Meteorological Administration, Key Laboratory of Meteorological Disasters, Ministry of Education, Nanjing University of Information Science and Technology (NUIST), Nanjing 210044, ChinaSchool of Atmospheric Sciences, Nanjing University of Information Science and Technology (NUIST), Nanjing 210044, ChinaLab of Environmental Remote Sensing (LERS), School of Marine Sciences (SMS), Nanjing University of Information Science and Technology (NUIST), Nanjing 210044, ChinaRoyal Belgian Institute for Space Aeronomy (BIRA-IASB), 1180 Brussels, BelgiumDepartment of Agronomy, Faculty of Agriculture and Environment, The Islamia University of Bahawalpur, Bahawalpur 63100, PakistanState Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing (LIESMARS), Wuhan University, Wuhan 430079, ChinaLab of Environmental Remote Sensing (LERS), School of Marine Sciences (SMS), Nanjing University of Information Science and Technology (NUIST), Nanjing 210044, ChinaLab of Environmental Remote Sensing (LERS), School of Marine Sciences (SMS), Nanjing University of Information Science and Technology (NUIST), Nanjing 210044, ChinaCarbon dioxide (CO<sub>2</sub>) is the most important greenhouse gas and several satellites have been launched to monitor the atmospheric CO<sub>2</sub> at regional and global scales. Evaluation of the measurements obtained from these satellites against accurate and precise instruments is crucial. In this work, aircraft measurements of CO<sub>2</sub> were carried out over Qinhuangdao, China (39.9354°N, 119.6005°E), on 14, 16, and 19 March 2019 to validate the Greenhous gases Observing SATellite (GOSAT) and the Orbiting Carbon Observatory 2 (OCO-2) CO<sub>2</sub> retrievals. The airborne in situ instruments were mounted on a research aircraft and the measurements were carried out between the altitudes of ~0.5 and 8.0 km to obtain the vertical profiles of CO<sub>2</sub>. The profiles captured a decrease in CO<sub>2</sub> concentration from the surface to maximum altitude. Moreover, the vertical profiles from GEOS-Chem and the National Oceanic and Atmospheric Administration (NOAA) CarbonTracker were also compared with in situ and satellite datasets. The satellite and the model datasets captured the vertical structure of CO<sub>2</sub> when compared with in situ measurements, which showed good agreement among the datasets. The dry-air column-averaged CO<sub>2</sub> mole fractions (XCO<sub>2</sub>) retrieved from OCO-2 and GOSAT showed biases of 1.33 ppm (0.32%) and −1.70 ppm (−0.41%), respectively, relative to the XCO<sub>2</sub> derived from in situ measurements.https://www.mdpi.com/2072-4292/13/5/899carbon dioxideOCO-2GOSATGEOS-ChemCarbonTrackerin situ
spellingShingle Farhan Mustafa
Huijuan Wang
Lingbing Bu
Qin Wang
Muhammad Shahzaman
Muhammad Bilal
Minqiang Zhou
Rashid Iqbal
Rana Waqar Aslam
Md. Arfan Ali
Zhongfeng Qiu
Validation of GOSAT and OCO-2 against In Situ Aircraft Measurements and Comparison with CarbonTracker and GEOS-Chem over Qinhuangdao, China
Remote Sensing
carbon dioxide
OCO-2
GOSAT
GEOS-Chem
CarbonTracker
in situ
title Validation of GOSAT and OCO-2 against In Situ Aircraft Measurements and Comparison with CarbonTracker and GEOS-Chem over Qinhuangdao, China
title_full Validation of GOSAT and OCO-2 against In Situ Aircraft Measurements and Comparison with CarbonTracker and GEOS-Chem over Qinhuangdao, China
title_fullStr Validation of GOSAT and OCO-2 against In Situ Aircraft Measurements and Comparison with CarbonTracker and GEOS-Chem over Qinhuangdao, China
title_full_unstemmed Validation of GOSAT and OCO-2 against In Situ Aircraft Measurements and Comparison with CarbonTracker and GEOS-Chem over Qinhuangdao, China
title_short Validation of GOSAT and OCO-2 against In Situ Aircraft Measurements and Comparison with CarbonTracker and GEOS-Chem over Qinhuangdao, China
title_sort validation of gosat and oco 2 against in situ aircraft measurements and comparison with carbontracker and geos chem over qinhuangdao china
topic carbon dioxide
OCO-2
GOSAT
GEOS-Chem
CarbonTracker
in situ
url https://www.mdpi.com/2072-4292/13/5/899
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