Markers of economic activity in satellite aerosol optical depth data

Autor: Shobha Kondragunta, Zigang Wei, Hai Zhang, Hongqing Liu, Istvan Laszlo, Bin Zhang, Changyong Cao, Pubu Ciren

Publikováno v: Environmental Research Letters, Vol 18, Iss 8, p 084013 (2023)

This study investigated the impact of COVID-19 lockdowns on satellite aerosol optical depth (AOD), to explore the hypothesis that if changes in economic activity are seen in emissions of NO _2 , an aerosol precursor, then AOD should change commensura

Externí odkaz: https://doaj.org/article/5387d940314847c1bd2cac79fe602d4e

Machine Learning Based Algorithms for Global Dust Aerosol Detection from Satellite Images: Inter-Comparisons and Evaluation

Autor: Jangho Lee, Yingxi Rona Shi, Changjie Cai, Pubu Ciren, Jianwu Wang, Aryya Gangopadhyay, Zhibo Zhang

Publikováno v: Remote Sensing, Vol 13, Iss 3, p 456 (2021)

Identifying dust aerosols from passive satellite images is of great interest for many applications. In this study, we developed five different machine-learning (ML) based algorithms, including Logistic Regression, K Nearest Neighbor, Random Forest (R

Externí odkaz: https://doaj.org/article/38b981a6499f40cabfa7f13b22773dcc

Spatial Assessment of Health Economic Losses from Exposure to Ambient Pollutants in China

Autor: Kun Wang, Wen Wang, Weijia Wang, Xiaoqun Jiang, Tao Yu, Pubu Ciren

Publikováno v: Remote Sensing, Vol 12, Iss 5, p 790 (2020)

Increasing emissions of ambient pollutants have caused considerable air pollution and negative health impact for human in various regions of China over the past decade. The resulting premature mortality and excessive morbidity caused huge human econo

Externí odkaz: https://doaj.org/article/e8a56bff5f9748eb8fd52008ba34b027

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Contributors

Autor: Bianca C. Baier, Christopher D. Barnet, Fred A. Best, Slawomir Blonski, Lori A. Borg, Mark A. Bourassa, Charlie Brown, Victoria E. Cachorro, Changyong Cao, Huilin Chen, Taeyoung Choi, Pubu Ciren, Ruud J. Dirksen, Jason Dunion, Owen Embury, Rebekah Esmaili, Gregory R. Foltz, Masatomo Fujiwara, Raymond K. Garcia, Chelle Gentemann, Jonathan Gero, Laura Gibson, Alexander Gilerson, Joaquim Goes, Ramiro González, Christopher Grassotti, Julian Gröbner, Chuanmin Hu, Dale F. Hurst, Bruce Ingleby, Satya Kalluri, Stelios Kazadzis, John J. Kennedy, Elizabeth C. Kent, Robert O. Knuteson, Debra E. Kollonige, Shobha Kondragunta, Eric A. Kort, Natalia Kouremeti, Sherwin Ladner, Veronica P. Lance, Yong-Keun Lee, Zhongping Lee, Quanhua Liu, Shuyan Liu, Yuling Liu, Michelle L. Loveless, Rick Lumpkin, David Mateos, Kathryn McKain, Christopher J. Merchant, Peter J. Minnett, Vernon R. Morris, Nicholas R. Nalli, Samuel Oltmans, Michael Ondrusek, Renellys C. Perez, Michael Pettey, Kenneth L. Pryor, Anthony Reale, Henry E. Revercomb, Roberto Román, Xi Shao, Alexander Smirnov, Herman G.J. Smit, Nadia Smith, Ryan Smith, William L. Smith, Ryan M. Stauffer, Bomin Sun, Colm Sweeney, Joseph K. Taylor, Anne M. Thompson, David C. Tobin, Carlos Toledano, Nicholas Tufillaro, Sirish Uprety, Holger Vömel, Kenneth J. Voss, Heshun Wang, Menghua Wang, Wenhui Wang, Jianwei Wei, James While, Peng Yu, Yunyue Yu, Yan Zhou

Publikováno v: Field Measurements for Passive Environmental Remote Sensing ISBN: 9780128239537

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::15bdda54c9de1f6940051ea8d5205d8a
https://doi.org/10.1016/b978-0-12-823953-7.09989-5