Articles | Volume 19, issue 14
https://doi.org/10.5194/acp-19-9453-2019
© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Special issue:
https://doi.org/10.5194/acp-19-9453-2019
© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Consistency and representativeness of integrated water vapour from ground-based GPS observations and ERA-Interim reanalysis
Université de Paris, Institut de physique du globe de Paris, CNRS,
IGN, Paris, France
ENSG-Géomatique, IGN, Marne-la-Vallée, France
Ana C. Parracho
LATMOS-IPSL, CNRS UMR8190, Sorbonne Université, Paris, France
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Cited
37 citations as recorded by crossref.
- Deriving exploratory temperature-based phenological indicators under data-limited conditions: integrating ERA5 and citizen science Y. Huang et al.
- Evaluation and Calibration of MODIS Near-Infrared Precipitable Water Vapor over China Using GNSS Observations and ERA-5 Reanalysis Dataset D. Zhu et al.
- The impact of GPS and high-resolution radiosonde nudging on the simulation of heavy precipitation during HyMeX IOP6 A. Caldas-Alvarez et al.
- Trends of atmospheric water vapour in Switzerland from ground-based radiometry, FTIR and GNSS data L. Bernet et al.
- GNSSseg, a Statistical Method for the Segmentation of Daily GNSS IWV Time Series A. Quarello et al.
- Densification of the Ground-Based GNSS Observation Network in the Southwest Indian Ocean: Current Status, Perspectives, and Examples of Applications in Meteorology and Geodesy O. Bousquet et al.
- An Improved Method for Rainfall Forecast Based on GNSS-PWV L. Li et al.
- Towards operational multi-GNSS tropospheric products at GFZ Potsdam K. Wilgan et al.
- Neural Network-Based Models for Estimating Weighted Mean Temperature in China and Adjacent Areas F. Long et al.
- Global Spatiotemporal Variability of Integrated Water Vapor Derived from GPS, GOME/SCIAMACHY and ERA-Interim: Annual Cycle, Frequency Distribution and Linear Trends R. Van Malderen et al.
- Routine Measurement of Water Vapour Using GNSS in the Framework of the Map-Io Project P. Bosser et al.
- Evaluation of Precipitable Water Vapor from Five Reanalysis Products with Ground-Based GNSS Observations S. Wang et al.
- IWV retrieval from ground GNSS receivers during NAWDEX P. Bosser & O. Bock
- A New Adaptive Absolute Method for Homogenizing GNSS‐Derived Precipitable Water Vapor Time Series D. Zhu et al.
- On the quality of tropospheric estimates from low-cost GNSS receiver data processing K. Stępniak & J. Paziewski
- A statistical method for the attribution of change‐points in segmented Integrated Water Vapor difference time series K. Nguyen et al.
- Analysis of the impact of high temporal resolution tropospheric parameters on GNSS station coordinate and troposphere estimation W. Ding et al.
- Review on the Role of GNSS Meteorology in Monitoring Water Vapor for Atmospheric Physics J. Vaquero-Martínez & M. Antón
- Evaluating errors due to unresolved scales in convection‐permitting numerical weather prediction J. Waller et al.
- Characterisations of Europe's integrated water vapour and assessments of atmospheric reanalyses using more than 2 decades of ground-based GPS P. Yuan et al.
- Global warming at near-constant tropospheric relative humidity is supported by observations H. Douville et al.
- DEM-weighted Interpolation of Reanalysis-derived PWV for Millimeter-wave Astronomy at NSRT M. Li et al.
- Implementation of Ready-Made Hydrostatic Delay Products for Timely GPS Precipitable Water Vapor Retrieval Over Complex Topography: A Case Study in the Tibetan Plateau H. Zhang et al.
- Feasibility of ERA5 integrated water vapor trends for climate change analysis in continental Europe: An evaluation with GPS (1994–2019) by considering statistical significance P. Yuan et al.
- Integrated water vapour observations in the Caribbean arc from a network of ground-based GNSS receivers during EUREC4A O. Bock et al.
- Sensitivity of Change-Point Detection and Trend Estimates to GNSS IWV Time Series Properties K. Nguyen et al.
- 10-Year assessment of GNSS integrated water vapour in the SIRGAS network P. Rosell et al.
- Homogenizing GPS Integrated Water Vapor Time Series: Benchmarking Break Detection Methods on Synthetic Data Sets R. Van Malderen et al.
- Evaluation of Hourly PWV Products Derived From ERA5 and MERRA‐2 Over the Tibetan Plateau Using Ground‐Based GNSS Observations by Two Enhanced Models L. Huang et al.
- A global GNSS climate data record from 5085 stations spanning up to 22 years X. Wang et al.
- Evaluation and analysis of the precipitable water vapor in Inner Mongolia of China Q. Bai et al.
- An analysis of multisource tropospheric hydrostatic delays and their implications for GPS/GLONASS PPP-based zenith tropospheric delay and height estimations H. Zhang et al.
- Outliers and uncertainties in GNSS ZTD estimates from double-difference processing and precise point positioning K. Stępniak et al.
- Impact of Vertical Atmospheric Structure on an Atypical Fire in a Mountain Valley M. Ozaki et al.
- Spatial–Temporal Relationship Study between NWP PWV and Precipitation: A Case Study of ‘July 20’ Heavy Rainstorm in Zhengzhou Y. Xu et al.
- Evaluation of reanalysis precipitable water vapor under typhoon conditions using multi-source observations J. Shi et al.
- The Novel Copernicus Global Dataset of Atmospheric Total Water Vapour Content with Related Uncertainties from GNSS Observations K. Rannat et al.
37 citations as recorded by crossref.
- Deriving exploratory temperature-based phenological indicators under data-limited conditions: integrating ERA5 and citizen science Y. Huang et al.
- Evaluation and Calibration of MODIS Near-Infrared Precipitable Water Vapor over China Using GNSS Observations and ERA-5 Reanalysis Dataset D. Zhu et al.
- The impact of GPS and high-resolution radiosonde nudging on the simulation of heavy precipitation during HyMeX IOP6 A. Caldas-Alvarez et al.
- Trends of atmospheric water vapour in Switzerland from ground-based radiometry, FTIR and GNSS data L. Bernet et al.
- GNSSseg, a Statistical Method for the Segmentation of Daily GNSS IWV Time Series A. Quarello et al.
- Densification of the Ground-Based GNSS Observation Network in the Southwest Indian Ocean: Current Status, Perspectives, and Examples of Applications in Meteorology and Geodesy O. Bousquet et al.
- An Improved Method for Rainfall Forecast Based on GNSS-PWV L. Li et al.
- Towards operational multi-GNSS tropospheric products at GFZ Potsdam K. Wilgan et al.
- Neural Network-Based Models for Estimating Weighted Mean Temperature in China and Adjacent Areas F. Long et al.
- Global Spatiotemporal Variability of Integrated Water Vapor Derived from GPS, GOME/SCIAMACHY and ERA-Interim: Annual Cycle, Frequency Distribution and Linear Trends R. Van Malderen et al.
- Routine Measurement of Water Vapour Using GNSS in the Framework of the Map-Io Project P. Bosser et al.
- Evaluation of Precipitable Water Vapor from Five Reanalysis Products with Ground-Based GNSS Observations S. Wang et al.
- IWV retrieval from ground GNSS receivers during NAWDEX P. Bosser & O. Bock
- A New Adaptive Absolute Method for Homogenizing GNSS‐Derived Precipitable Water Vapor Time Series D. Zhu et al.
- On the quality of tropospheric estimates from low-cost GNSS receiver data processing K. Stępniak & J. Paziewski
- A statistical method for the attribution of change‐points in segmented Integrated Water Vapor difference time series K. Nguyen et al.
- Analysis of the impact of high temporal resolution tropospheric parameters on GNSS station coordinate and troposphere estimation W. Ding et al.
- Review on the Role of GNSS Meteorology in Monitoring Water Vapor for Atmospheric Physics J. Vaquero-Martínez & M. Antón
- Evaluating errors due to unresolved scales in convection‐permitting numerical weather prediction J. Waller et al.
- Characterisations of Europe's integrated water vapour and assessments of atmospheric reanalyses using more than 2 decades of ground-based GPS P. Yuan et al.
- Global warming at near-constant tropospheric relative humidity is supported by observations H. Douville et al.
- DEM-weighted Interpolation of Reanalysis-derived PWV for Millimeter-wave Astronomy at NSRT M. Li et al.
- Implementation of Ready-Made Hydrostatic Delay Products for Timely GPS Precipitable Water Vapor Retrieval Over Complex Topography: A Case Study in the Tibetan Plateau H. Zhang et al.
- Feasibility of ERA5 integrated water vapor trends for climate change analysis in continental Europe: An evaluation with GPS (1994–2019) by considering statistical significance P. Yuan et al.
- Integrated water vapour observations in the Caribbean arc from a network of ground-based GNSS receivers during EUREC4A O. Bock et al.
- Sensitivity of Change-Point Detection and Trend Estimates to GNSS IWV Time Series Properties K. Nguyen et al.
- 10-Year assessment of GNSS integrated water vapour in the SIRGAS network P. Rosell et al.
- Homogenizing GPS Integrated Water Vapor Time Series: Benchmarking Break Detection Methods on Synthetic Data Sets R. Van Malderen et al.
- Evaluation of Hourly PWV Products Derived From ERA5 and MERRA‐2 Over the Tibetan Plateau Using Ground‐Based GNSS Observations by Two Enhanced Models L. Huang et al.
- A global GNSS climate data record from 5085 stations spanning up to 22 years X. Wang et al.
- Evaluation and analysis of the precipitable water vapor in Inner Mongolia of China Q. Bai et al.
- An analysis of multisource tropospheric hydrostatic delays and their implications for GPS/GLONASS PPP-based zenith tropospheric delay and height estimations H. Zhang et al.
- Outliers and uncertainties in GNSS ZTD estimates from double-difference processing and precise point positioning K. Stępniak et al.
- Impact of Vertical Atmospheric Structure on an Atypical Fire in a Mountain Valley M. Ozaki et al.
- Spatial–Temporal Relationship Study between NWP PWV and Precipitation: A Case Study of ‘July 20’ Heavy Rainstorm in Zhengzhou Y. Xu et al.
- Evaluation of reanalysis precipitable water vapor under typhoon conditions using multi-source observations J. Shi et al.
- The Novel Copernicus Global Dataset of Atmospheric Total Water Vapour Content with Related Uncertainties from GNSS Observations K. Rannat et al.
Saved (final revised paper)
Latest update: 04 May 2026
Short summary
We examine the consistency of global IWV data from ERA-Interim reanalysis and 16 years of GPS observations. Representativeness differences are found to be a dominant error source, with a strong dependence on geographic, topographic, and climatic features, which explain both average and extreme differences. A methodology for reducing the representativeness errors and detecting the extreme, outlying, cases is discussed.
We examine the consistency of global IWV data from ERA-Interim reanalysis and 16 years of GPS...
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