Comparison of tropospheric delay correction methods for InSAR analysis using a mesoscale meteorological model: a case study from Japan
Abstract A major source of error in interferometric synthetic aperture radar (InSAR), used for mapping ground deformation, is the delay caused by changes in the propagation velocity of radar microwaves in the troposphere. Correcting this tropospheric delay noise using numerical weather models is com...
| Main Authors: | , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
SpringerOpen
2023-02-01
|
| Series: | Earth, Planets and Space |
| Subjects: | |
| Online Access: | https://doi.org/10.1186/s40623-023-01773-z |
| _version_ | 1811171856714039296 |
|---|---|
| author | Sardila Nurulhikmah Sailellah Yo Fukushima |
| author_facet | Sardila Nurulhikmah Sailellah Yo Fukushima |
| author_sort | Sardila Nurulhikmah Sailellah |
| collection | DOAJ |
| description | Abstract A major source of error in interferometric synthetic aperture radar (InSAR), used for mapping ground deformation, is the delay caused by changes in the propagation velocity of radar microwaves in the troposphere. Correcting this tropospheric delay noise using numerical weather models is common because of their global availability. Various correction methods and tools exist; selecting the most appropriate one by considering weather models, delay models, and delay calculation algorithms is essential for specific applications. We compared the performance of two tropospheric delay correction methods applied to Advanced Land Observing Satellite-2 (ALOS-2) data acquired over Japan, where the atmospheric field is complex with significant seasonal variation. We tested: (1) a method of delay integration along the slant radar line-of-sight (LOS) path using the mesoscale model (MSM) provided by the Japan Meteorological Agency and (2) the Generic Atmospheric Correction Online Service (GACOS) for InSAR, which estimates delay using the high-resolution forecast (HRES)-European Centre for Medium-Range Weather Forecasts (ECMWF) products along with an iterative decomposition approach. The results showed that the tropospheric delay correction using the slant-delay integration approach with MSM, which has a finer temporal and spatial resolution, performed slightly better than GACOS. We further found that the differences in the refractivity models would have limited significance, suggesting that the difference in performance mainly originates from differences in the numerical weather models being used. This study highlights the importance of using the best-available numerical weather model data for tropospheric delay calculations. Graphical Abstract |
| first_indexed | 2024-04-10T17:21:09Z |
| format | Article |
| id | doaj.art-ff298f31746a469ead512d66a9b86728 |
| institution | Directory Open Access Journal |
| issn | 1880-5981 |
| language | English |
| last_indexed | 2024-04-10T17:21:09Z |
| publishDate | 2023-02-01 |
| publisher | SpringerOpen |
| record_format | Article |
| series | Earth, Planets and Space |
| spelling | doaj.art-ff298f31746a469ead512d66a9b867282023-02-05T12:06:43ZengSpringerOpenEarth, Planets and Space1880-59812023-02-0175111510.1186/s40623-023-01773-zComparison of tropospheric delay correction methods for InSAR analysis using a mesoscale meteorological model: a case study from JapanSardila Nurulhikmah Sailellah0Yo Fukushima1Graduate School of Science, Tohoku UniversityInternational Research Institute of Disaster Science, Tohoku UniversityAbstract A major source of error in interferometric synthetic aperture radar (InSAR), used for mapping ground deformation, is the delay caused by changes in the propagation velocity of radar microwaves in the troposphere. Correcting this tropospheric delay noise using numerical weather models is common because of their global availability. Various correction methods and tools exist; selecting the most appropriate one by considering weather models, delay models, and delay calculation algorithms is essential for specific applications. We compared the performance of two tropospheric delay correction methods applied to Advanced Land Observing Satellite-2 (ALOS-2) data acquired over Japan, where the atmospheric field is complex with significant seasonal variation. We tested: (1) a method of delay integration along the slant radar line-of-sight (LOS) path using the mesoscale model (MSM) provided by the Japan Meteorological Agency and (2) the Generic Atmospheric Correction Online Service (GACOS) for InSAR, which estimates delay using the high-resolution forecast (HRES)-European Centre for Medium-Range Weather Forecasts (ECMWF) products along with an iterative decomposition approach. The results showed that the tropospheric delay correction using the slant-delay integration approach with MSM, which has a finer temporal and spatial resolution, performed slightly better than GACOS. We further found that the differences in the refractivity models would have limited significance, suggesting that the difference in performance mainly originates from differences in the numerical weather models being used. This study highlights the importance of using the best-available numerical weather model data for tropospheric delay calculations. Graphical Abstracthttps://doi.org/10.1186/s40623-023-01773-zAtmospheric delayTropospheric delayInterferometric synthetic aperture radarALOS-2 |
| spellingShingle | Sardila Nurulhikmah Sailellah Yo Fukushima Comparison of tropospheric delay correction methods for InSAR analysis using a mesoscale meteorological model: a case study from Japan Earth, Planets and Space Atmospheric delay Tropospheric delay Interferometric synthetic aperture radar ALOS-2 |
| title | Comparison of tropospheric delay correction methods for InSAR analysis using a mesoscale meteorological model: a case study from Japan |
| title_full | Comparison of tropospheric delay correction methods for InSAR analysis using a mesoscale meteorological model: a case study from Japan |
| title_fullStr | Comparison of tropospheric delay correction methods for InSAR analysis using a mesoscale meteorological model: a case study from Japan |
| title_full_unstemmed | Comparison of tropospheric delay correction methods for InSAR analysis using a mesoscale meteorological model: a case study from Japan |
| title_short | Comparison of tropospheric delay correction methods for InSAR analysis using a mesoscale meteorological model: a case study from Japan |
| title_sort | comparison of tropospheric delay correction methods for insar analysis using a mesoscale meteorological model a case study from japan |
| topic | Atmospheric delay Tropospheric delay Interferometric synthetic aperture radar ALOS-2 |
| url | https://doi.org/10.1186/s40623-023-01773-z |
| work_keys_str_mv | AT sardilanurulhikmahsailellah comparisonoftroposphericdelaycorrectionmethodsforinsaranalysisusingamesoscalemeteorologicalmodelacasestudyfromjapan AT yofukushima comparisonoftroposphericdelaycorrectionmethodsforinsaranalysisusingamesoscalemeteorologicalmodelacasestudyfromjapan |