We present CO(2 )emission estimates for twenty power plants and related facilities in the United States, India, South Africa, Poland, Russia and South Korea, derived from space-based CO2 observations from NASA's Orbiting Carbon Observatory 2 (OCO-2) satellite. Improvements to OCO-2 data quality and to our methodology yield improved results relative to earlier work. These new results include emission quantification for both larger and smaller power plants, the first power plant emission estimate based on ocean glint data and emissions from a small city with multiple industrial facilities. CO2 emission estimates are compared against reported facility emissions where available, including high temporal resolution data for the eight US sites. The difference with respect to reported values for the US sites ranges from 1.4% to 26.7%, with a mean of 15.1%, although the estimated emission sum for all US sites is within 0.8% of the reported value, suggesting the errors are largely random. This finding reinforces the importance of revisit rate for future space-based emission monitoring systems and furthermore confirms that making multiple overpasses of a power plant can reduce errors to an accuracy useful to support climate policy.
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China Univ Min & Technol, Sch Environm & Spatial Informat, Xuzhou 221116, Jiangsu, Peoples R ChinaChina Univ Min & Technol, Sch Environm & Spatial Informat, Xuzhou 221116, Jiangsu, Peoples R China
Jin, Chunlin
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Xue, Yong
Yuan, Tao
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China Univ Min & Technol, Sch Environm & Spatial Informat, Xuzhou 221116, Jiangsu, Peoples R ChinaChina Univ Min & Technol, Sch Environm & Spatial Informat, Xuzhou 221116, Jiangsu, Peoples R China
Yuan, Tao
Zhao, Liang
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China Univ Min & Technol, Sch Environm & Spatial Informat, Xuzhou 221116, Jiangsu, Peoples R ChinaChina Univ Min & Technol, Sch Environm & Spatial Informat, Xuzhou 221116, Jiangsu, Peoples R China
Zhao, Liang
Jiang, Xingxing
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China Univ Min & Technol, Sch Environm & Spatial Informat, Xuzhou 221116, Jiangsu, Peoples R ChinaChina Univ Min & Technol, Sch Environm & Spatial Informat, Xuzhou 221116, Jiangsu, Peoples R China
Jiang, Xingxing
Sun, Yuxin
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China Univ Min & Technol, Sch Environm & Spatial Informat, Xuzhou 221116, Jiangsu, Peoples R ChinaChina Univ Min & Technol, Sch Environm & Spatial Informat, Xuzhou 221116, Jiangsu, Peoples R China
Sun, Yuxin
Wu, Shuhui
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China Univ Min & Technol, Sch Environm & Spatial Informat, Xuzhou 221116, Jiangsu, Peoples R China
China Univ Min & Technol, Artificial Intelligence Res Inst, Xuzhou 221116, Jiangsu, Peoples R ChinaChina Univ Min & Technol, Sch Environm & Spatial Informat, Xuzhou 221116, Jiangsu, Peoples R China
Wu, Shuhui
Wang, Xiangkai
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China Univ Min & Technol, Sch Environm & Spatial Informat, Xuzhou 221116, Jiangsu, Peoples R ChinaChina Univ Min & Technol, Sch Environm & Spatial Informat, Xuzhou 221116, Jiangsu, Peoples R China
机构:
Chungnam Natl Univ, Dept Astron Space Sci, Major Atmospher Sci, Daejeon Gwangyeogsi, South KoreaChungnam Natl Univ, Dept Astron Space Sci, Major Atmospher Sci, Daejeon Gwangyeogsi, South Korea
Hwang, Yeji
Kim, Jaemin
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Chungnam Natl Univ, Dept Astron Space Sci, Major Atmospher Sci, Daejeon Gwangyeogsi, South KoreaChungnam Natl Univ, Dept Astron Space Sci, Major Atmospher Sci, Daejeon Gwangyeogsi, South Korea
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Penn State Univ, Dept Meteorol & Atmospher Sci, University Pk, PA 16802 USA
Univ Calif Los Angeles, Dept Atmospher & Ocean Sci, Los Angeles, CA 90032 USAPenn State Univ, Dept Meteorol & Atmospher Sci, University Pk, PA 16802 USA
Ye, Xinxin
Lauvaux, Thomas
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Penn State Univ, Dept Meteorol & Atmospher Sci, University Pk, PA 16802 USA
Univ Paris Saclay, UVSQ IPSL, Lab Sci Climat & Environm, CEA,CNRS, Gif Sur Yvette, FrancePenn State Univ, Dept Meteorol & Atmospher Sci, University Pk, PA 16802 USA
Lauvaux, Thomas
Kort, Eric A.
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Univ Michigan, Dept Climate & Space Sci & Engn, Ann Arbor, MI 48109 USAPenn State Univ, Dept Meteorol & Atmospher Sci, University Pk, PA 16802 USA
Kort, Eric A.
Oda, Tomohiro
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NASA, Global Modeling & Assimilat Off, Goddard Space Flight Ctr, Greenbelt, MD USA
Univ Space Res Assoc, Goddard Earth Sci Technol & Res, Columbia, MD USAPenn State Univ, Dept Meteorol & Atmospher Sci, University Pk, PA 16802 USA
Oda, Tomohiro
Feng, Sha
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Penn State Univ, Dept Meteorol & Atmospher Sci, University Pk, PA 16802 USAPenn State Univ, Dept Meteorol & Atmospher Sci, University Pk, PA 16802 USA
Feng, Sha
Lin, John C.
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Univ Utah, Dept Atmospher Sci, Salt Lake City, UT USAPenn State Univ, Dept Meteorol & Atmospher Sci, University Pk, PA 16802 USA
Lin, John C.
Yang, Emily G.
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Univ Michigan, Dept Climate & Space Sci & Engn, Ann Arbor, MI 48109 USAPenn State Univ, Dept Meteorol & Atmospher Sci, University Pk, PA 16802 USA
Yang, Emily G.
Wu, Dien
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Univ Utah, Dept Atmospher Sci, Salt Lake City, UT USAPenn State Univ, Dept Meteorol & Atmospher Sci, University Pk, PA 16802 USA
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Univ Illinois, Carl R Woese Inst Genom Biol, Urbana, IL 61801 USA
Univ Illinois, Dept Plant Biol, Urbana, IL 61801 USAUniv Illinois, Carl R Woese Inst Genom Biol, Urbana, IL 61801 USA
Fu, Peng
Xie, Yanhua
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Univ Wisconsin, Nelson Inst, Ctr Sustainabil & Global Environm, Madison, WI USAUniv Illinois, Carl R Woese Inst Genom Biol, Urbana, IL 61801 USA
Xie, Yanhua
Moore, Caitlin E.
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Univ Illinois, Carl R Woese Inst Genom Biol, Urbana, IL 61801 USA
Univ Illinois, Dept Plant Biol, Urbana, IL 61801 USAUniv Illinois, Carl R Woese Inst Genom Biol, Urbana, IL 61801 USA
Moore, Caitlin E.
Myint, Soe W.
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Arizona State Univ, Sch Geog Sci & Urban Planning, Tempe, AZ USAUniv Illinois, Carl R Woese Inst Genom Biol, Urbana, IL 61801 USA
Myint, Soe W.
Bernacchi, Carl J.
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Univ Illinois, Carl R Woese Inst Genom Biol, Urbana, IL 61801 USA
Univ Illinois, Dept Plant Biol, Urbana, IL 61801 USA
ARS, USDA, Global Change & Photosynth Res Unit, Urbana, IL USAUniv Illinois, Carl R Woese Inst Genom Biol, Urbana, IL 61801 USA
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Chinese Acad Sci, Aerosp Informat Res Inst, Key Lab Digital Earth Sci, Beijing 100094, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci, Aerosp Informat Res Inst, Key Lab Digital Earth Sci, Beijing 100094, Peoples R China
Sheng, Mengya
Lei, Liping
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Chinese Acad Sci, Aerosp Informat Res Inst, Key Lab Digital Earth Sci, Beijing 100094, Peoples R ChinaChinese Acad Sci, Aerosp Informat Res Inst, Key Lab Digital Earth Sci, Beijing 100094, Peoples R China
Lei, Liping
Zeng, Zhao-Cheng
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Univ Calif Los Angeles, Joint Inst Reg Earth Syst Sci & Engn JIFRESSE, Los Angeles, CA 90095 USA
CALTECH, Div Geol & Planetary Sci, Pasadena, CA 91125 USAChinese Acad Sci, Aerosp Informat Res Inst, Key Lab Digital Earth Sci, Beijing 100094, Peoples R China
Zeng, Zhao-Cheng
Rao, Weiqiang
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Chinese Acad Sci, Aerosp Informat Res Inst, Key Lab Digital Earth Sci, Beijing 100094, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci, Aerosp Informat Res Inst, Key Lab Digital Earth Sci, Beijing 100094, Peoples R China
Rao, Weiqiang
Zhang, Shaoqing
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Chinese Acad Sci, Aerosp Informat Res Inst, Key Lab Digital Earth Sci, Beijing 100094, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci, Aerosp Informat Res Inst, Key Lab Digital Earth Sci, Beijing 100094, Peoples R China