Articles | Volume 10, issue 2
https://doi.org/10.5194/amt-10-445-2017
© Author(s) 2017. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/amt-10-445-2017
© Author(s) 2017. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
New-generation NASA Aura Ozone Monitoring Instrument (OMI) volcanic SO2 dataset: algorithm description, initial results, and continuation with the Suomi-NPP Ozone Mapping and Profiler Suite (OMPS)
Earth System Science Interdisciplinary Center, University of Maryland,
College Park, MD 20742, USA
NASA Goddard Space Flight Center, Greenbelt, MD 20771, USA
Nickolay A. Krotkov
NASA Goddard Space Flight Center, Greenbelt, MD 20771, USA
Simon Carn
Department of Geological and Mining Engineering and Sciences, Michigan
Technological University, Houghton, MI 49931, USA
Yan Zhang
Earth System Science Interdisciplinary Center, University of Maryland,
College Park, MD 20742, USA
NASA Goddard Space Flight Center, Greenbelt, MD 20771, USA
Robert J. D. Spurr
RT Solutions, Inc., Cambridge, MA 02138, USA
Joanna Joiner
NASA Goddard Space Flight Center, Greenbelt, MD 20771, USA
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69 citations as recorded by crossref.
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66 citations as recorded by crossref.
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- Derivation of Emissions From Satellite‐Observed Column Amounts and Its Application to TROPOMI NO2 and CO Observations K. Sun 10.1029/2022GL101102
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- Long-range transport of La Soufrière volcanic plume to the western North Pacific: Influence on atmospheric mercury and aerosol properties S. Ravindra Babu et al. 10.1016/j.atmosenv.2021.118806
- Global monitoring of volcanic SO2 degassing with unprecedented resolution from TROPOMI onboard Sentinel-5 Precursor N. Theys et al. 10.1038/s41598-019-39279-y
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- Out of the blue: Volcanic SO2 emissions during the 2021–2022 eruptions of Hunga Tonga—Hunga Ha’apai (Tonga) S. Carn et al. 10.3389/feart.2022.976962
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- A new discrete wavelength backscattered ultraviolet algorithm for consistent volcanic SO<sub>2</sub> retrievals from multiple satellite missions B. Fisher et al. 10.5194/amt-12-5137-2019
- Probabilistic retrieval of volcanic SO<sub>2</sub> layer height and partial column density using the Cross-track Infrared Sounder (CrIS) D. Hyman & M. Pavolonis 10.5194/amt-13-5891-2020
- Continuation of long-term global SO<sub>2</sub> pollution monitoring from OMI to OMPS Y. Zhang et al. 10.5194/amt-10-1495-2017
- Sulfur dioxide layer height retrieval from Sentinel-5 Precursor/TROPOMI using FP_ILM P. Hedelt et al. 10.5194/amt-12-5503-2019
- Volcanic SO<sub>2</sub> effective layer height retrieval for the Ozone Monitoring Instrument (OMI) using a machine-learning approach N. Fedkin et al. 10.5194/amt-14-3673-2021
- India Is Overtaking China as the World’s Largest Emitter of Anthropogenic Sulfur Dioxide C. Li et al. 10.1038/s41598-017-14639-8
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- Tracking aerosols and SO<sub>2</sub> clouds from the Raikoke eruption: 3D view from satellite observations N. Gorkavyi et al. 10.5194/amt-14-7545-2021
- Pre-eruptive excess volatiles and their relationship to effusive and explosive eruption styles in semi-plugged volcanoes S. Utami et al. 10.3389/feart.2022.882097
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- Long-term eruptive trends from space-based thermal and SO2 emissions: a comparative analysis of Stromboli, Batu Tara and Tinakula volcanoes M. Laiolo et al. 10.1007/s00445-018-1242-0
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- A physics-based approach to oversample multi-satellite, multispecies observations to a common grid K. Sun et al. 10.5194/amt-11-6679-2018
- Temporal variations of plume activities before the 8 October 2016 eruption of Aso volcano, Japan, detected by ground-based and satellite measurements M. Morita 10.1186/s40623-019-0986-x
- Estimation of the ground-level SO2 concentration in eastern China based on the LightGBM model and Himawari-8 TOAR T. Xu et al. 10.3389/feart.2022.1037719
- Evaluation and Improvement of the Near-Real-Time Linear Fit SO2Retrievals From Suomi NPP Ozone Mapping and Profiler Suite J. Niu et al. 10.1109/TGRS.2020.2992429
- The Ozone Monitoring Instrument: overview of 14 years in space P. Levelt et al. 10.5194/acp-18-5699-2018
- In-plume and out-of-plume analysis of aerosol–cloud interactions derived from the 2014–2015 Holuhraun volcanic eruption A. Peace et al. 10.5194/acp-24-9533-2024
- Intercomparison of in-situ aircraft and satellite aerosol measurements in the stratosphere O. Sandvik et al. 10.1038/s41598-019-52089-6
- Aerosol characteristics from earth observation systems: A comprehensive investigation over South Asia (2000–2019) A. Mhawish et al. 10.1016/j.rse.2021.112410
- Version 2 Ozone Monitoring Instrument SO<sub>2</sub> product (OMSO2 V2): new anthropogenic SO<sub>2</sub> vertical column density dataset C. Li et al. 10.5194/amt-13-6175-2020
- Differential response of chlorophyll-a concentrations to explosive volcanism in the western South Pacific J. Yoon et al. 10.3389/fmars.2023.1072610
3 citations as recorded by crossref.
- Analysis of SO2 Pollution Changes of Beijing-Tianjin-Hebei Region over China Based on OMI Observations from 2006 to 2017 Z. Wang et al. 10.1155/2018/8746068
- Using CATS near‐real‐time lidar observations to monitor and constrain volcanic sulfur dioxide (SO2) forecasts E. Hughes et al. 10.1002/2016GL070119
- A decade of global volcanic SO2 emissions measured from space S. Carn et al. 10.1038/srep44095
Latest update: 14 Dec 2024
Short summary
In this paper, we describe the new-generation OMI volcanic SO2 algorithm based on our principal component analysis (PCA) retrieval technique. We demonstrate significant improvement in the our new OMI volcanic SO2 data, with the retrieval noise reduced by a factor of 2 as compared with the previous dataset. The algorithm also improves the accuracy for large volcanic eruptions. It is also capable of producing consistent retrievals between different instruments.
In this paper, we describe the new-generation OMI volcanic SO2 algorithm based on our principal...