Estimation of monthly bulk nitrate deposition in China based on satellite NO2 measurement by the Ozone Monitoring Instrument
Remote sensing technology has great potential to expand the observation of ground-level nitrogen deposition from local monitoring sites to a regional scale, with high spatial and temporal resolutions. A new methodology is developed to estimate the spatial distribution of monthly bulk nitrogen deposi...
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Veröffentlicht in: | Remote sensing of environment 2017-09, Vol.199, p.93-106 |
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Hauptverfasser: | , , , , , , , , |
Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | Remote sensing technology has great potential to expand the observation of ground-level nitrogen deposition from local monitoring sites to a regional scale, with high spatial and temporal resolutions. A new methodology is developed to estimate the spatial distribution of monthly bulk nitrogen deposition on a regional scale, based on precipitation amounts and HNO3 and aerosol nitrate (NO3−) columns, derived from OMI NO2 columns and the relationship of NO2, HNO3 and NO3− from MOZART. The accuracy assessment shows that the proposed model has achieved a reasonably high predictive power for monthly NO3−-N deposition (slope=0.96, intercept=0.35, R=0.83, RMSE=0.72) across China. The spatial NO3−-N deposition shows a significant gradient from industrial areas to undeveloped regions, ranging from 0.01 to 26.76kgNha−1y−1 with an average of 5.77kgNha−1y−1 over China during 2010–2012. The bulk NO3−-N deposition shows a clear seasonal variation, with high depositions occurring in the warm season (March–November) and peaking in July and August, and low bulk NO3−-N deposition appearing in winter (December–February). This study proves for the first time that the atmospheric boundary layer (ABL) HNO3 and NO3− columns and precipitation are powerful to predict the bulk nitrate deposition.
•This study expands the NNDMN sites to a national scale in the bulk nitrate depositions.•A method is developed to get bulk nitrate deposition combining satellite and measurements.•Monthly gridded bulk nitrate deposition data in China during 2010–2012 were developed. |
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ISSN: | 0034-4257 1879-0704 |
DOI: | 10.1016/j.rse.2017.07.005 |