Articles | Volume 9, issue 7
https://doi.org/10.5194/amt-9-2989-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Special issue:
https://doi.org/10.5194/amt-9-2989-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Benchmark campaign and case study episode in central Europe for development and assessment of advanced GNSS tropospheric models and products
NTIS – New Technologies for the Information Society, Geodetic
Observatory Pecný, RIGTC, 25066 Zdiby, Czech Republic
Galina Dick
Helmholtz Centre Potsdam - GFZ German Research Centre for Geosciences,
14473 Potsdam, Germany
Michal Kačmařík
Institute of Geoinformatics, VŠB – Technical University of
Ostrava, 70833 Ostrava, Czech Republic
Radmila Brožková
Numerical Wheather Prediction Department, Czech Hydrometerological
Institute, 14306 Prague, Czech Republic
Florian Zus
Helmholtz Centre Potsdam - GFZ German Research Centre for Geosciences,
14473 Potsdam, Germany
Hugues Brenot
Atmospheric Composition Department, Royal Belgian Institute for Space
Aeronomy, 1180 Brussels, Belgium
Anastasia Stoycheva
Forecasts Department, National Institute of Meteorology and Hydrology,
1784 Sofia, Bulgaria
Gregor Möller
Department of Geodesy and Geoinformation, TU Wien, 1040 Vienna,
Austria
Jan Kaplon
Institute of Geodesy and Geoinformatics, Wroclaw University of
Environmental and Life Sciences, 50–357 Wroclaw, Poland
Viewed
Total article views: 4,677 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 18 Jan 2016)
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
2,949 | 1,534 | 194 | 4,677 | 125 | 132 |
- HTML: 2,949
- PDF: 1,534
- XML: 194
- Total: 4,677
- BibTeX: 125
- EndNote: 132
Total article views: 3,875 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 14 Jul 2016)
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
2,417 | 1,273 | 185 | 3,875 | 119 | 126 |
- HTML: 2,417
- PDF: 1,273
- XML: 185
- Total: 3,875
- BibTeX: 119
- EndNote: 126
Total article views: 802 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 18 Jan 2016)
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
532 | 261 | 9 | 802 | 6 | 6 |
- HTML: 532
- PDF: 261
- XML: 9
- Total: 802
- BibTeX: 6
- EndNote: 6
Cited
56 citations as recorded by crossref.
- An Improved Model for Detecting Heavy Precipitation Using GNSS-Derived Zenith Total Delay Measurements H. Li et al. 10.1109/JSTARS.2021.3079699
- Assessment and Validation of Small-Scale Tropospheric Delay Estimations Based on NWP Data J. Håkegård et al. 10.3390/s24206579
- Towards operational multi-GNSS tropospheric products at GFZ Potsdam K. Wilgan et al. 10.5194/amt-15-21-2022
- Inter-technique validation of tropospheric slant total delays M. Kačmařík et al. 10.5194/amt-10-2183-2017
- Comparison of the Integral Water Vapor Content of the Atmosphere by Data of the Global Forecast System (GFS) and GNSS Observations (Primorski Krai, Russia) A. Kishkina et al. 10.1134/S0097807822060069
- GNSS Storm Nowcasting Demonstrator for Bulgaria G. Guerova et al. 10.3390/rs14153746
- On the quality of tropospheric estimates from low-cost GNSS receiver data processing K. Stępniak & J. Paziewski 10.1016/j.measurement.2022.111350
- Tropospheric refractivity and zenith path delays from least-squares collocation of meteorological and GNSS data K. Wilgan et al. 10.1007/s00190-016-0942-5
- 4DVAR assimilation of GNSS zenith path delays and precipitable water into a numerical weather prediction model WRF W. Rohm et al. 10.5194/amt-12-345-2019
- TOMOREF Operator for Assimilation of GNSS Tomography Wet Refractivity Fields in WRF DA System E. Trzcina et al. 10.1029/2020JD032451
- Evaluation of Precipitable Water Vapor Retrieval from Homogeneously Reprocessed Long-Term GNSS Tropospheric Zenith Wet Delay, and Multi-Technique H. Su et al. 10.3390/rs13214490
- Troposphere delay modeling with horizontal gradients for satellite laser ranging M. Drożdżewski et al. 10.1007/s00190-019-01287-1
- Impact of Tropospheric Mismodelling in GNSS Precise Point Positioning: A Simulation Study Utilizing Ray-Traced Tropospheric Delays from a High-Resolution NWM F. Zus et al. 10.3390/rs13193944
- Near-real-time GNSS tropospheric IWV monitoring system for South America J. Aragón Paz et al. 10.1007/s10291-023-01436-2
- On the relation between GPS tropospheric gradients and the local topography L. Morel et al. 10.1016/j.asr.2021.04.008
- A new global grid-based weighted mean temperature model considering vertical nonlinear variation P. Sun et al. 10.5194/amt-14-2529-2021
- Rainfall Forecasting Using GPS-Derived Atmospheric Gradient and Residual for Tropical Region A. Naha Biswas et al. 10.1109/TGRS.2021.3131217
- Ultra-fast near real-time estimation of troposphere parameters and coordinates from GPS data D. Tondaś et al. 10.1016/j.measurement.2020.107849
- Determination of Tropospheric Parameters from ERA Surface Data for Space Geodetic Techniques W. Li & Y. He 10.3390/rs13193813
- The Zenith Total Delay Combination of International GNSS Service Repro3 and the Analysis of Its Precision Q. Huang et al. 10.3390/rs16203885
- An improved troposphere tomographic approach considering the signals coming from the side face of the tomographic area Q. Zhao & Y. Yao 10.5194/angeo-35-87-2017
- Sensitivity of GNSS tropospheric gradients to processing options M. Kačmařík et al. 10.5194/angeo-37-429-2019
- On the Statistical Significance of Climatic Trends Estimated From GPS Tropospheric Time Series F. Alshawaf et al. 10.1029/2018JD028703
- A two-stage tropospheric correction model combining data from GNSS and numerical weather model J. Douša et al. 10.1007/s10291-018-0742-x
- Detecting Signatures of Convective Storm Events in GNSS‐SNR: Two Case Studies From Summer 2021 in Switzerland M. Aichinger‐Rosenberger et al. 10.1029/2023GL104916
- Tropospheric products of the second GOP European GNSS reprocessing (1996–2014) J. Dousa et al. 10.5194/amt-10-3589-2017
- Statistical Analysis of Atmospheric Delay Gradient and Rainfall Prediction in a Tropical Region A. Naha Biswas et al. 10.3390/rs16224165
- GNSS-Based Machine Learning Storm Nowcasting M. Łoś et al. 10.3390/rs12162536
- Influence of the inhomogeneous troposphere on GNSS positioning and integer ambiguity resolution H. Ma et al. 10.1016/j.asr.2020.12.043
- An Improved Strategy for Real-Time Troposphere Estimation and Its Application in the Severe Weather Event Monitoring L. Zhao et al. 10.3390/atmos14010046
- Improving GNSS Zenith Wet Delay Interpolation by Utilizing Tropospheric Gradients: Experiments with a Dense Station Network in Central Europe in the Warm Season F. Zus et al. 10.3390/rs11060674
- Assimilation of GNSS tomography products into the Weather Research and Forecasting model using radio occultation data assimilation operator N. Hanna et al. 10.5194/amt-12-4829-2019
- Data formats and standards for opportunistic rainfall sensors M. Fencl et al. 10.12688/openreseurope.16068.2
- Satellite laser ranging as a tool for the recovery of tropospheric gradients M. Drożdżewski & K. Sośnica 10.1016/j.atmosres.2018.04.028
- Assimilation of GNSS tropospheric gradients into the Weather Research and Forecasting (WRF) model version 4.4.1 R. Thundathil et al. 10.5194/gmd-17-3599-2024
- The Effects of Higher-Order Ionospheric Terms on GPS Tropospheric Delay and Gradient Estimates Z. Zhang et al. 10.3390/rs10101561
- Estimation of 3D wet refractivity by tomography, combining GNSS and NWP data: First results from assimilation of wet refractivity into NWP E. Trzcina & W. Rohm 10.1002/qj.3475
- Estimating the Impact of Global Navigation Satellite System Horizontal Delay Gradients in Variational Data Assimilation F. Zus et al. 10.3390/rs11010041
- Comparison of tropospheric parameters from Meteodrone measurements with GNSS estimates from ground-based stations K. Wilgan et al. 10.1016/j.asr.2020.04.019
- Comprehensive Study on the Tropospheric Wet Delay and Horizontal Gradients during a Severe Weather Event V. Graffigna et al. 10.3390/rs14040888
- Analyzing Different Parameterization Methods in GNSS Tomography Using the COST Benchmark Dataset Z. Adavi et al. 10.1109/JSTARS.2020.3027909
- Combined Space- and Ground-Based GNSS Monitoring of Two Severe Hailstorm Cases in Bulgaria E. Lasota et al. 10.1175/JTECH-D-21-0100.1
- Mitigation of severe weather events and TID impact on the interpolation of SSR atmospheric parameters F. Darugna et al. 10.1016/j.asr.2021.04.038
- European GNSS troposphere monitoring for meteorological applications J. Douša et al. 10.1088/1755-1315/906/1/012058
- Characteristic differences in tropospheric delay between Nevada Geodetic Laboratory products and NWM ray-tracing J. Ding et al. 10.1007/s10291-022-01385-2
- Data formats and standards for opportunistic rainfall sensors M. Fencl et al. 10.12688/openreseurope.16068.1
- Residuals of Tropospheric Delays from GNSS Data and Ray-Tracing as a Potential Indicator of Rain and Clouds P. Hordyniec et al. 10.3390/rs10121917
- Thunderstorm Classification Functions Based on Instability Indices and GNSS IWV for the Sofia Plain G. Guerova et al. 10.3390/rs11242988
- Tropospheric parameters from multi-GNSS and numerical weather models: case study of severe precipitation and flooding in Germany in July 2021 K. Wilgan et al. 10.1007/s10291-022-01379-0
- Rapid troposphere tomography using adaptive simultaneous iterative reconstruction technique W. Zhang et al. 10.1007/s00190-020-01386-4
- A Comparison Between Ray-Traced GFS/WRF/ERA and GNSS Slant Path Delays in Tropical Cyclone Meranti E. Lasota et al. 10.1109/TGRS.2019.2936785
- Impact of GPS antenna phase center models on zenith wet delay and tropospheric gradients Y. Ejigu et al. 10.1007/s10291-018-0796-9
- Real-time precise point positioning augmented with high-resolution numerical weather prediction model K. Wilgan et al. 10.1007/s10291-017-0617-6
- New Adaptable All-in-One Strategy for Estimating Advanced Tropospheric Parameters and Using Real-Time Orbits and Clocks J. Douša et al. 10.3390/rs10020232
- Approach to leveraging real-time GNSS tomography usage A. Sá et al. 10.1007/s00190-020-01464-7
- Pre-analysis of GNSS tomography solution using the concept of spread of model resolution matrix Z. Adavi et al. 10.1007/s00190-022-01620-1
56 citations as recorded by crossref.
- An Improved Model for Detecting Heavy Precipitation Using GNSS-Derived Zenith Total Delay Measurements H. Li et al. 10.1109/JSTARS.2021.3079699
- Assessment and Validation of Small-Scale Tropospheric Delay Estimations Based on NWP Data J. Håkegård et al. 10.3390/s24206579
- Towards operational multi-GNSS tropospheric products at GFZ Potsdam K. Wilgan et al. 10.5194/amt-15-21-2022
- Inter-technique validation of tropospheric slant total delays M. Kačmařík et al. 10.5194/amt-10-2183-2017
- Comparison of the Integral Water Vapor Content of the Atmosphere by Data of the Global Forecast System (GFS) and GNSS Observations (Primorski Krai, Russia) A. Kishkina et al. 10.1134/S0097807822060069
- GNSS Storm Nowcasting Demonstrator for Bulgaria G. Guerova et al. 10.3390/rs14153746
- On the quality of tropospheric estimates from low-cost GNSS receiver data processing K. Stępniak & J. Paziewski 10.1016/j.measurement.2022.111350
- Tropospheric refractivity and zenith path delays from least-squares collocation of meteorological and GNSS data K. Wilgan et al. 10.1007/s00190-016-0942-5
- 4DVAR assimilation of GNSS zenith path delays and precipitable water into a numerical weather prediction model WRF W. Rohm et al. 10.5194/amt-12-345-2019
- TOMOREF Operator for Assimilation of GNSS Tomography Wet Refractivity Fields in WRF DA System E. Trzcina et al. 10.1029/2020JD032451
- Evaluation of Precipitable Water Vapor Retrieval from Homogeneously Reprocessed Long-Term GNSS Tropospheric Zenith Wet Delay, and Multi-Technique H. Su et al. 10.3390/rs13214490
- Troposphere delay modeling with horizontal gradients for satellite laser ranging M. Drożdżewski et al. 10.1007/s00190-019-01287-1
- Impact of Tropospheric Mismodelling in GNSS Precise Point Positioning: A Simulation Study Utilizing Ray-Traced Tropospheric Delays from a High-Resolution NWM F. Zus et al. 10.3390/rs13193944
- Near-real-time GNSS tropospheric IWV monitoring system for South America J. Aragón Paz et al. 10.1007/s10291-023-01436-2
- On the relation between GPS tropospheric gradients and the local topography L. Morel et al. 10.1016/j.asr.2021.04.008
- A new global grid-based weighted mean temperature model considering vertical nonlinear variation P. Sun et al. 10.5194/amt-14-2529-2021
- Rainfall Forecasting Using GPS-Derived Atmospheric Gradient and Residual for Tropical Region A. Naha Biswas et al. 10.1109/TGRS.2021.3131217
- Ultra-fast near real-time estimation of troposphere parameters and coordinates from GPS data D. Tondaś et al. 10.1016/j.measurement.2020.107849
- Determination of Tropospheric Parameters from ERA Surface Data for Space Geodetic Techniques W. Li & Y. He 10.3390/rs13193813
- The Zenith Total Delay Combination of International GNSS Service Repro3 and the Analysis of Its Precision Q. Huang et al. 10.3390/rs16203885
- An improved troposphere tomographic approach considering the signals coming from the side face of the tomographic area Q. Zhao & Y. Yao 10.5194/angeo-35-87-2017
- Sensitivity of GNSS tropospheric gradients to processing options M. Kačmařík et al. 10.5194/angeo-37-429-2019
- On the Statistical Significance of Climatic Trends Estimated From GPS Tropospheric Time Series F. Alshawaf et al. 10.1029/2018JD028703
- A two-stage tropospheric correction model combining data from GNSS and numerical weather model J. Douša et al. 10.1007/s10291-018-0742-x
- Detecting Signatures of Convective Storm Events in GNSS‐SNR: Two Case Studies From Summer 2021 in Switzerland M. Aichinger‐Rosenberger et al. 10.1029/2023GL104916
- Tropospheric products of the second GOP European GNSS reprocessing (1996–2014) J. Dousa et al. 10.5194/amt-10-3589-2017
- Statistical Analysis of Atmospheric Delay Gradient and Rainfall Prediction in a Tropical Region A. Naha Biswas et al. 10.3390/rs16224165
- GNSS-Based Machine Learning Storm Nowcasting M. Łoś et al. 10.3390/rs12162536
- Influence of the inhomogeneous troposphere on GNSS positioning and integer ambiguity resolution H. Ma et al. 10.1016/j.asr.2020.12.043
- An Improved Strategy for Real-Time Troposphere Estimation and Its Application in the Severe Weather Event Monitoring L. Zhao et al. 10.3390/atmos14010046
- Improving GNSS Zenith Wet Delay Interpolation by Utilizing Tropospheric Gradients: Experiments with a Dense Station Network in Central Europe in the Warm Season F. Zus et al. 10.3390/rs11060674
- Assimilation of GNSS tomography products into the Weather Research and Forecasting model using radio occultation data assimilation operator N. Hanna et al. 10.5194/amt-12-4829-2019
- Data formats and standards for opportunistic rainfall sensors M. Fencl et al. 10.12688/openreseurope.16068.2
- Satellite laser ranging as a tool for the recovery of tropospheric gradients M. Drożdżewski & K. Sośnica 10.1016/j.atmosres.2018.04.028
- Assimilation of GNSS tropospheric gradients into the Weather Research and Forecasting (WRF) model version 4.4.1 R. Thundathil et al. 10.5194/gmd-17-3599-2024
- The Effects of Higher-Order Ionospheric Terms on GPS Tropospheric Delay and Gradient Estimates Z. Zhang et al. 10.3390/rs10101561
- Estimation of 3D wet refractivity by tomography, combining GNSS and NWP data: First results from assimilation of wet refractivity into NWP E. Trzcina & W. Rohm 10.1002/qj.3475
- Estimating the Impact of Global Navigation Satellite System Horizontal Delay Gradients in Variational Data Assimilation F. Zus et al. 10.3390/rs11010041
- Comparison of tropospheric parameters from Meteodrone measurements with GNSS estimates from ground-based stations K. Wilgan et al. 10.1016/j.asr.2020.04.019
- Comprehensive Study on the Tropospheric Wet Delay and Horizontal Gradients during a Severe Weather Event V. Graffigna et al. 10.3390/rs14040888
- Analyzing Different Parameterization Methods in GNSS Tomography Using the COST Benchmark Dataset Z. Adavi et al. 10.1109/JSTARS.2020.3027909
- Combined Space- and Ground-Based GNSS Monitoring of Two Severe Hailstorm Cases in Bulgaria E. Lasota et al. 10.1175/JTECH-D-21-0100.1
- Mitigation of severe weather events and TID impact on the interpolation of SSR atmospheric parameters F. Darugna et al. 10.1016/j.asr.2021.04.038
- European GNSS troposphere monitoring for meteorological applications J. Douša et al. 10.1088/1755-1315/906/1/012058
- Characteristic differences in tropospheric delay between Nevada Geodetic Laboratory products and NWM ray-tracing J. Ding et al. 10.1007/s10291-022-01385-2
- Data formats and standards for opportunistic rainfall sensors M. Fencl et al. 10.12688/openreseurope.16068.1
- Residuals of Tropospheric Delays from GNSS Data and Ray-Tracing as a Potential Indicator of Rain and Clouds P. Hordyniec et al. 10.3390/rs10121917
- Thunderstorm Classification Functions Based on Instability Indices and GNSS IWV for the Sofia Plain G. Guerova et al. 10.3390/rs11242988
- Tropospheric parameters from multi-GNSS and numerical weather models: case study of severe precipitation and flooding in Germany in July 2021 K. Wilgan et al. 10.1007/s10291-022-01379-0
- Rapid troposphere tomography using adaptive simultaneous iterative reconstruction technique W. Zhang et al. 10.1007/s00190-020-01386-4
- A Comparison Between Ray-Traced GFS/WRF/ERA and GNSS Slant Path Delays in Tropical Cyclone Meranti E. Lasota et al. 10.1109/TGRS.2019.2936785
- Impact of GPS antenna phase center models on zenith wet delay and tropospheric gradients Y. Ejigu et al. 10.1007/s10291-018-0796-9
- Real-time precise point positioning augmented with high-resolution numerical weather prediction model K. Wilgan et al. 10.1007/s10291-017-0617-6
- New Adaptable All-in-One Strategy for Estimating Advanced Tropospheric Parameters and Using Real-Time Orbits and Clocks J. Douša et al. 10.3390/rs10020232
- Approach to leveraging real-time GNSS tomography usage A. Sá et al. 10.1007/s00190-020-01464-7
- Pre-analysis of GNSS tomography solution using the concept of spread of model resolution matrix Z. Adavi et al. 10.1007/s00190-022-01620-1
Latest update: 21 Nov 2024
Short summary
GNSS products provide observations of atmospheric water vapour. Advanced tropospheric products focus on ultra-fast and high-resolution zenith total delays (ZTDs), horizontal gradients and slant delays, all suitable for rapid-cycle numerical weather prediction (NWP) and severe weather event monitoring. The GNSS4SWEC Benchmark provides a complex data set for developing and assessing these products, with initial focus on reference ZTDs and gradients derived from several NWP and dense GNSS networks.
GNSS products provide observations of atmospheric water vapour. Advanced tropospheric products...