Articles | Volume 9, issue 1
Atmos. Meas. Tech., 9, 79–92, 2016
https://doi.org/10.5194/amt-9-79-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Special issue: Advanced Global Navigation Satellite Systems tropospheric...
Research article 18 Jan 2016
Research article | 18 Jan 2016
The uncertainty of the atmospheric integrated water vapour estimated from GNSS observations
T. Ning et al.
Viewed
Total article views: 2,218 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 27 Aug 2015)
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
1,296 | 848 | 74 | 2,218 | 90 | 89 |
- HTML: 1,296
- PDF: 848
- XML: 74
- Total: 2,218
- BibTeX: 90
- EndNote: 89
Total article views: 1,643 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 18 Jan 2016)
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
977 | 611 | 55 | 1,643 | 77 | 81 |
- HTML: 977
- PDF: 611
- XML: 55
- Total: 1,643
- BibTeX: 77
- EndNote: 81
Total article views: 575 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 27 Aug 2015)
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
319 | 237 | 19 | 575 | 13 | 8 |
- HTML: 319
- PDF: 237
- XML: 19
- Total: 575
- BibTeX: 13
- EndNote: 8
Cited
41 citations as recorded by crossref.
- Analysis of diurnal to seasonal variability of Integrated Water Vapour in the South Indian Ocean basin using ground‐based GNSS and fifth‐generation ECMWF reanalysis (ERA5) data E. Lees et al. 10.1002/qj.3915
- Validation of Sentinel-3 OLCI Integrated Water Vapor Products Using Regional GNSS Measurements in Crete, Greece S. Mertikas et al. 10.3390/rs12162606
- Water Vapor Calibration: Using a Raman Lidar and Radiosoundings to Obtain Highly Resolved Water Vapor Profiles B. Kulla & C. Ritter 10.3390/rs11060616
- Comparison of GPS tropospheric delays derived from two consecutive EPN reprocessing campaigns from the point of view of climate monitoring Z. Baldysz et al. 10.5194/amt-9-4861-2016
- Methods to Estimate Gas Attenuation in Absence of a Radiometer to Support Satellite Propagation Experiments L. Luini et al. 10.1109/TIM.2019.2950612
- On the suitability of ERA5 in hourly GPS precipitable water vapor retrieval over China W. Zhang et al. 10.1007/s00190-019-01290-6
- Trends of atmospheric water vapour in Switzerland from ground-based radiometry, FTIR and GNSS data L. Bernet et al. 10.5194/acp-20-11223-2020
- Quality assessment of integrated water vapour measurements at the St. Petersburg site, Russia: FTIR vs. MW and GPS techniques Y. Virolainen et al. 10.5194/amt-10-4521-2017
- Assessment of the Impact of GNSS Processing Strategies on the Long-Term Parameters of 20 Years IWV Time Series Z. Baldysz et al. 10.3390/rs10040496
- Improving tropospheric corrections on large-scale Sentinel-1 interferograms using a machine learning approach for integration with GNSS-derived zenith total delay (ZTD) R. Shamshiri et al. 10.1016/j.rse.2019.111608
- Silicon enhances yield and nitrogen use efficiency of tropical low land rice S. Mohanty et al. 10.1002/agj2.20087
- Validation of the Water Vapor Profiles of the Raman Lidar at the Maïdo Observatory (Reunion Island) Calibrated with Global Navigation Satellite System Integrated Water Vapor H. Vérèmes et al. 10.3390/atmos10110713
- Estimation of integrated water vapor derived from Global Navigation Satellite System observations over Central-Western Argentina (2015–2018). Validation and usefulness for the understanding of regional precipitation events M. Camisay et al. 10.1016/j.jastp.2019.105143
- Evaluation of HY-2A satellite-borne water vapor radiometer with shipborne GPS and GLONASS observations over the Indian Ocean Y. Liu et al. 10.1007/s10291-019-0876-5
- Corrections of Radiosonde‐Based Precipitable Water Using Ground‐Based GPS and Applications on Historical Radiosonde Data Over China W. Zhang et al. 10.1029/2018JD029662
- Assessment of Sampling Effects on Various Satellite-Derived Integrated Water Vapor Datasets Using GPS Measurements in Germany as Reference C. Carbajal Henken et al. 10.3390/rs12071170
- Five decades observing Earth’s atmospheric trace gases using ultraviolet and visible backscatter solar radiation from space G. Gonzalez Abad et al. 10.1016/j.jqsrt.2019.04.030
- Monitoring atmospheric water vapour variability over Nigeria from ERA-Interim and NCEP reanalysis data L. Ojigi & Y. Opaluwa 10.1007/s42452-019-1177-x
- Global Water Vapor Trend from 1988 to 2011 and Its Diurnal Asymmetry Based on GPS, Radiosonde, and Microwave Satellite Measurements J. Wang et al. 10.1175/JCLI-D-15-0485.1
- Estimation of ground‐based GNSS Zenith Total Delay temporal observation error correlations using data from the NOAA and E‐GVAP networks S. Macpherson & S. Laroche 10.1002/qj.3448
- Intercomparison of Integrated Water Vapor Measurements at High Latitudes from Co-Located and Near-Located Instruments E. Fionda et al. 10.3390/rs11182130
- Empirical assessment of errors in total ozone measurements with different instruments and methods Y. Virolainen et al. 10.1134/S1024856017040133
- Validating HY-2A CMR precipitable water vapor using ground-based and shipborne GNSS observations Z. Wu et al. 10.5194/amt-13-4963-2020
- Impact of humidity biases on light precipitation occurrence: observations versus simulations S. Bastin et al. 10.5194/acp-19-1471-2019
- Determining the precipitable water vapor thresholds under different rainfall strengths in Taiwan T. Yeh et al. 10.1016/j.asr.2017.11.002
- Managing the transition from Vaisala RS92 to RS41 radiosondes within the Global Climate Observing System Reference Upper-Air Network (GRUAN): a progress report R. Dirksen et al. 10.5194/gi-9-337-2020
- Development of time-varying global gridded <i>T</i><sub>s</sub>–<i>T</i><sub>m</sub> model for precise GPS–PWV retrieval P. Jiang et al. 10.5194/amt-12-1233-2019
- Preliminary result of capturing the signature of heavy rainfall events using the 2-d-/4-d water vapour information derived from GNSS measurement in Hong Kong Q. Zhao et al. 10.1016/j.asr.2020.06.013
- Trends of Vertically Integrated Water Vapor over the Arctic during 1979–2016: Consistent Moistening All Over? A. Rinke et al. 10.1175/JCLI-D-19-0092.1
- Ozone Monitoring Instrument (OMI) Total Column Water Vapor version 4 validation and applications H. Wang et al. 10.5194/amt-12-5183-2019
- Representativeness of total column water vapour retrievals from instruments on polar orbiting satellites H. Diedrich et al. 10.5194/acp-16-8331-2016
- Near-global GPS-derived PWV and its analysis in the El Niño event of 2014–2016 Q. Zhao et al. 10.1016/j.jastp.2018.06.016
- A new voxel-based model for the determination of atmospheric weighted mean temperature in GPS atmospheric sounding C. He et al. 10.5194/amt-10-2045-2017
- The Use of Ground-Based GPS Precipitable Water Measurements over China to Assess Radiosonde and ERA-Interim Moisture Trends and Errors from 1999 to 2015 W. Zhang et al. 10.1175/JCLI-D-16-0591.1
- A review of sources of systematic errors and uncertainties in observations and simulations at 183 GHz H. Brogniez et al. 10.5194/amt-9-2207-2016
- Comparison of Radiophysical and Optical Infrared Ground-Based Methods for Measuring Integrated Content of Atmospheric Water Vapor in Atmosphere D. Ionov et al. 10.1007/s11141-017-9800-4
- The impact of second-order ionospheric delays on the ZWD estimation with GPS and BDS measurements S. Zhang et al. 10.1007/s10291-020-0954-8
- Comparison of total water vapour content in the Arctic derived from GNSS, AIRS, MODIS and SCIAMACHY D. Alraddawi et al. 10.5194/amt-11-2949-2018
- Potential of Cost-Efficient Single Frequency GNSS Receivers for Water Vapor Monitoring A. Krietemeyer et al. 10.3390/rs10091493
- Hourly PWV Dataset Derived from GNSS Observations in China Q. Zhao et al. 10.3390/s20010231
- Determination and interpolation of parameters for precise conversion of GNSS wet zenith delay to precipitable water vapor in Turkey I. Deniz et al. 10.1007/s40328-018-0232-1
40 citations as recorded by crossref.
- Analysis of diurnal to seasonal variability of Integrated Water Vapour in the South Indian Ocean basin using ground‐based GNSS and fifth‐generation ECMWF reanalysis (ERA5) data E. Lees et al. 10.1002/qj.3915
- Validation of Sentinel-3 OLCI Integrated Water Vapor Products Using Regional GNSS Measurements in Crete, Greece S. Mertikas et al. 10.3390/rs12162606
- Water Vapor Calibration: Using a Raman Lidar and Radiosoundings to Obtain Highly Resolved Water Vapor Profiles B. Kulla & C. Ritter 10.3390/rs11060616
- Comparison of GPS tropospheric delays derived from two consecutive EPN reprocessing campaigns from the point of view of climate monitoring Z. Baldysz et al. 10.5194/amt-9-4861-2016
- Methods to Estimate Gas Attenuation in Absence of a Radiometer to Support Satellite Propagation Experiments L. Luini et al. 10.1109/TIM.2019.2950612
- On the suitability of ERA5 in hourly GPS precipitable water vapor retrieval over China W. Zhang et al. 10.1007/s00190-019-01290-6
- Trends of atmospheric water vapour in Switzerland from ground-based radiometry, FTIR and GNSS data L. Bernet et al. 10.5194/acp-20-11223-2020
- Quality assessment of integrated water vapour measurements at the St. Petersburg site, Russia: FTIR vs. MW and GPS techniques Y. Virolainen et al. 10.5194/amt-10-4521-2017
- Assessment of the Impact of GNSS Processing Strategies on the Long-Term Parameters of 20 Years IWV Time Series Z. Baldysz et al. 10.3390/rs10040496
- Improving tropospheric corrections on large-scale Sentinel-1 interferograms using a machine learning approach for integration with GNSS-derived zenith total delay (ZTD) R. Shamshiri et al. 10.1016/j.rse.2019.111608
- Silicon enhances yield and nitrogen use efficiency of tropical low land rice S. Mohanty et al. 10.1002/agj2.20087
- Validation of the Water Vapor Profiles of the Raman Lidar at the Maïdo Observatory (Reunion Island) Calibrated with Global Navigation Satellite System Integrated Water Vapor H. Vérèmes et al. 10.3390/atmos10110713
- Estimation of integrated water vapor derived from Global Navigation Satellite System observations over Central-Western Argentina (2015–2018). Validation and usefulness for the understanding of regional precipitation events M. Camisay et al. 10.1016/j.jastp.2019.105143
- Evaluation of HY-2A satellite-borne water vapor radiometer with shipborne GPS and GLONASS observations over the Indian Ocean Y. Liu et al. 10.1007/s10291-019-0876-5
- Corrections of Radiosonde‐Based Precipitable Water Using Ground‐Based GPS and Applications on Historical Radiosonde Data Over China W. Zhang et al. 10.1029/2018JD029662
- Assessment of Sampling Effects on Various Satellite-Derived Integrated Water Vapor Datasets Using GPS Measurements in Germany as Reference C. Carbajal Henken et al. 10.3390/rs12071170
- Five decades observing Earth’s atmospheric trace gases using ultraviolet and visible backscatter solar radiation from space G. Gonzalez Abad et al. 10.1016/j.jqsrt.2019.04.030
- Monitoring atmospheric water vapour variability over Nigeria from ERA-Interim and NCEP reanalysis data L. Ojigi & Y. Opaluwa 10.1007/s42452-019-1177-x
- Global Water Vapor Trend from 1988 to 2011 and Its Diurnal Asymmetry Based on GPS, Radiosonde, and Microwave Satellite Measurements J. Wang et al. 10.1175/JCLI-D-15-0485.1
- Estimation of ground‐based GNSS Zenith Total Delay temporal observation error correlations using data from the NOAA and E‐GVAP networks S. Macpherson & S. Laroche 10.1002/qj.3448
- Intercomparison of Integrated Water Vapor Measurements at High Latitudes from Co-Located and Near-Located Instruments E. Fionda et al. 10.3390/rs11182130
- Empirical assessment of errors in total ozone measurements with different instruments and methods Y. Virolainen et al. 10.1134/S1024856017040133
- Validating HY-2A CMR precipitable water vapor using ground-based and shipborne GNSS observations Z. Wu et al. 10.5194/amt-13-4963-2020
- Impact of humidity biases on light precipitation occurrence: observations versus simulations S. Bastin et al. 10.5194/acp-19-1471-2019
- Determining the precipitable water vapor thresholds under different rainfall strengths in Taiwan T. Yeh et al. 10.1016/j.asr.2017.11.002
- Managing the transition from Vaisala RS92 to RS41 radiosondes within the Global Climate Observing System Reference Upper-Air Network (GRUAN): a progress report R. Dirksen et al. 10.5194/gi-9-337-2020
- Development of time-varying global gridded <i>T</i><sub>s</sub>–<i>T</i><sub>m</sub> model for precise GPS–PWV retrieval P. Jiang et al. 10.5194/amt-12-1233-2019
- Preliminary result of capturing the signature of heavy rainfall events using the 2-d-/4-d water vapour information derived from GNSS measurement in Hong Kong Q. Zhao et al. 10.1016/j.asr.2020.06.013
- Trends of Vertically Integrated Water Vapor over the Arctic during 1979–2016: Consistent Moistening All Over? A. Rinke et al. 10.1175/JCLI-D-19-0092.1
- Ozone Monitoring Instrument (OMI) Total Column Water Vapor version 4 validation and applications H. Wang et al. 10.5194/amt-12-5183-2019
- Representativeness of total column water vapour retrievals from instruments on polar orbiting satellites H. Diedrich et al. 10.5194/acp-16-8331-2016
- Near-global GPS-derived PWV and its analysis in the El Niño event of 2014–2016 Q. Zhao et al. 10.1016/j.jastp.2018.06.016
- A new voxel-based model for the determination of atmospheric weighted mean temperature in GPS atmospheric sounding C. He et al. 10.5194/amt-10-2045-2017
- The Use of Ground-Based GPS Precipitable Water Measurements over China to Assess Radiosonde and ERA-Interim Moisture Trends and Errors from 1999 to 2015 W. Zhang et al. 10.1175/JCLI-D-16-0591.1
- A review of sources of systematic errors and uncertainties in observations and simulations at 183 GHz H. Brogniez et al. 10.5194/amt-9-2207-2016
- Comparison of Radiophysical and Optical Infrared Ground-Based Methods for Measuring Integrated Content of Atmospheric Water Vapor in Atmosphere D. Ionov et al. 10.1007/s11141-017-9800-4
- The impact of second-order ionospheric delays on the ZWD estimation with GPS and BDS measurements S. Zhang et al. 10.1007/s10291-020-0954-8
- Comparison of total water vapour content in the Arctic derived from GNSS, AIRS, MODIS and SCIAMACHY D. Alraddawi et al. 10.5194/amt-11-2949-2018
- Potential of Cost-Efficient Single Frequency GNSS Receivers for Water Vapor Monitoring A. Krietemeyer et al. 10.3390/rs10091493
- Hourly PWV Dataset Derived from GNSS Observations in China Q. Zhao et al. 10.3390/s20010231
Saved (final revised paper)
Latest update: 26 Feb 2021
Short summary
Integrated water vapour (IWV) obtained from GNSS is to be developed into a GRUAN data product. In addition to the actual measurement, this data product needs to provide an estimate of the measurement uncertainty at the same time resolution as the actual measurement. The method developed in the paper fulfils the requirement by assigning a specific uncertainty to each data point. The method is also valuable for all applications of GNSS IWV data in atmospheric research and weather forecast.
Integrated water vapour (IWV) obtained from GNSS is to be developed into a GRUAN data product....