Articles | Volume 22, issue 3
https://doi.org/10.5194/hess-22-1931-2018
© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/hess-22-1931-2018
© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
20 Mar 2018
Research article |
| 20 Mar 2018
| 20 Mar 2018
Deriving surface soil moisture from reflected GNSS signal observations from a grassland site in southwestern France
Sibo Zhang
CNRM, UMR3589 (Meteo-France, CNRS), Toulouse, France
Fondation STAE, Toulouse, France
Jean-Christophe Calvet
CORRESPONDING AUTHOR
CNRM, UMR3589 (Meteo-France, CNRS), Toulouse, France
José Darrozes
GET, UMR5563 (CNRS, Université Paul Sabatier, UR254 IRD),
Toulouse, France
Nicolas Roussel
GET, UMR5563 (CNRS, Université Paul Sabatier, UR254 IRD),
Toulouse, France
Frédéric Frappart
GET, UMR5563 (CNRS, Université Paul Sabatier, UR254 IRD),
Toulouse, France
LEGOS, UMR5566 (CNES, CNRS, IRD, UPS), Toulouse, France
Gilles Bouhours
CNRM, UMR3589 (Meteo-France, CNRS), Toulouse, France
Viewed
Total article views: 3,612 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 02 Nov 2017)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 2,403 | 1,111 | 98 | 3,612 | 98 | 98 |
- HTML: 2,403
- PDF: 1,111
- XML: 98
- Total: 3,612
- BibTeX: 98
- EndNote: 98
Total article views: 2,826 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 20 Mar 2018)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 1,882 | 856 | 88 | 2,826 | 90 | 84 |
- HTML: 1,882
- PDF: 856
- XML: 88
- Total: 2,826
- BibTeX: 90
- EndNote: 84
Total article views: 786 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 02 Nov 2017)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 521 | 255 | 10 | 786 | 8 | 14 |
- HTML: 521
- PDF: 255
- XML: 10
- Total: 786
- BibTeX: 8
- EndNote: 14
Viewed (geographical distribution)
Total article views: 3,612 (including HTML, PDF, and XML)
Thereof 3,455 with geography defined
and 157 with unknown origin.
Total article views: 2,826 (including HTML, PDF, and XML)
Thereof 2,709 with geography defined
and 117 with unknown origin.
Total article views: 786 (including HTML, PDF, and XML)
Thereof 746 with geography defined
and 40 with unknown origin.
| Country | # | Views | % |
|---|
| Country | # | Views | % |
|---|
| Country | # | Views | % |
|---|
| Total: | 0 |
| HTML: | 0 |
| PDF: | 0 |
| XML: | 0 |
- 1
1
| Total: | 0 |
| HTML: | 0 |
| PDF: | 0 |
| XML: | 0 |
- 1
1
| Total: | 0 |
| HTML: | 0 |
| PDF: | 0 |
| XML: | 0 |
- 1
1
Cited
18 citations as recorded by crossref.
- Multipath phase based vegetation correction scheme for improved field-scale soil moisture retrieval over agricultural cropland using GNSS-IR technique S. Shekhar et al. 10.1016/j.asr.2024.01.013
- Contactless Soil Moisture Mapping Using Inexpensive Frequency-Modulated Continuous Wave RADAR for Agricultural Purposes R. Coutinho et al. 10.3390/app12115471
- Soil Moisture Retrieval Using GNSS-IR Based on Empirical Modal Decomposition and Cross-Correlation Satellite Selection Q. Ding et al. 10.3390/rs15133218
- Identification of soil-cooling rains in southern France from soil temperature and soil moisture observations S. Zhang et al. 10.5194/acp-19-5005-2019
- Improving soil moisture retrieval from GNSS-interferometric reflectometry: parameters optimization and data fusion via neural network Y. Shi et al. 10.1080/01431161.2021.1988186
- Robust Kalman Filter Soil Moisture Inversion Model Using GPS SNR Data—A Dual-Band Data Fusion Approach L. Jing et al. 10.3390/rs13194013
- Ground, Proximal, and Satellite Remote Sensing of Soil Moisture E. Babaeian et al. 10.1029/2018RG000618
- A GNSS-IR soil moisture retrieval method via multi-layer perceptron with consideration of precipitation and environmental factors H. Xian et al. 10.1007/s10291-024-01668-w
- Review of Novel and Emerging Proximal Soil Moisture Sensors for Use in Agriculture M. Hardie 10.3390/s20236934
- Wavelet analysis for quantifying NavIC-IR multipath signal frequency with the aim of determining soil moisture in agricultural fields S. Shekhar et al. 10.1080/2150704X.2023.2290993
- Editing arcs to improve the capacity of GNSS-IR for soil moisture retrieval in undulating terrains Q. Ran et al. 10.1007/s10291-021-01206-y
- The International Soil Moisture Network: serving Earth system science for over a decade W. Dorigo et al. 10.5194/hess-25-5749-2021
- GNSS-R monitoring of soil moisture dynamics in areas of severe drought: example of Dahra in the Sahelian climatic zone (Senegal) M. Ha et al. 10.1080/22797254.2022.2156931
- Global Monitoring of the Vegetation Dynamics from the Vegetation Optical Depth (VOD): A Review F. Frappart et al. 10.3390/rs12182915
- SNR-Based Water Height Retrieval in Rivers: Application to High Amplitude Asymmetric Tides in the Garonne River P. Zeiger et al. 10.3390/rs13091856
- Review of GNSS-R Technology for Soil Moisture Inversion C. Yang et al. 10.3390/rs16071193
- A Deep-Learning Approach to Soil Moisture Estimation with GNSS-R T. Roberts et al. 10.3390/rs14143299
- Soil Moisture Monitoring at Kilometer Scale: Assimilation of Sentinel-1 Products in ISBA O. Rojas-Munoz et al. 10.3390/rs15174329
18 citations as recorded by crossref.
- Multipath phase based vegetation correction scheme for improved field-scale soil moisture retrieval over agricultural cropland using GNSS-IR technique S. Shekhar et al. 10.1016/j.asr.2024.01.013
- Contactless Soil Moisture Mapping Using Inexpensive Frequency-Modulated Continuous Wave RADAR for Agricultural Purposes R. Coutinho et al. 10.3390/app12115471
- Soil Moisture Retrieval Using GNSS-IR Based on Empirical Modal Decomposition and Cross-Correlation Satellite Selection Q. Ding et al. 10.3390/rs15133218
- Identification of soil-cooling rains in southern France from soil temperature and soil moisture observations S. Zhang et al. 10.5194/acp-19-5005-2019
- Improving soil moisture retrieval from GNSS-interferometric reflectometry: parameters optimization and data fusion via neural network Y. Shi et al. 10.1080/01431161.2021.1988186
- Robust Kalman Filter Soil Moisture Inversion Model Using GPS SNR Data—A Dual-Band Data Fusion Approach L. Jing et al. 10.3390/rs13194013
- Ground, Proximal, and Satellite Remote Sensing of Soil Moisture E. Babaeian et al. 10.1029/2018RG000618
- A GNSS-IR soil moisture retrieval method via multi-layer perceptron with consideration of precipitation and environmental factors H. Xian et al. 10.1007/s10291-024-01668-w
- Review of Novel and Emerging Proximal Soil Moisture Sensors for Use in Agriculture M. Hardie 10.3390/s20236934
- Wavelet analysis for quantifying NavIC-IR multipath signal frequency with the aim of determining soil moisture in agricultural fields S. Shekhar et al. 10.1080/2150704X.2023.2290993
- Editing arcs to improve the capacity of GNSS-IR for soil moisture retrieval in undulating terrains Q. Ran et al. 10.1007/s10291-021-01206-y
- The International Soil Moisture Network: serving Earth system science for over a decade W. Dorigo et al. 10.5194/hess-25-5749-2021
- GNSS-R monitoring of soil moisture dynamics in areas of severe drought: example of Dahra in the Sahelian climatic zone (Senegal) M. Ha et al. 10.1080/22797254.2022.2156931
- Global Monitoring of the Vegetation Dynamics from the Vegetation Optical Depth (VOD): A Review F. Frappart et al. 10.3390/rs12182915
- SNR-Based Water Height Retrieval in Rivers: Application to High Amplitude Asymmetric Tides in the Garonne River P. Zeiger et al. 10.3390/rs13091856
- Review of GNSS-R Technology for Soil Moisture Inversion C. Yang et al. 10.3390/rs16071193
- A Deep-Learning Approach to Soil Moisture Estimation with GNSS-R T. Roberts et al. 10.3390/rs14143299
- Soil Moisture Monitoring at Kilometer Scale: Assimilation of Sentinel-1 Products in ISBA O. Rojas-Munoz et al. 10.3390/rs15174329
Latest update: 20 Feb 2025
Short summary
Surface soil moisture was retrieved from a grassland site in southwestern France using the GNSS-IR technique. In order to efficiently limit the impact of perturbing vegetation effects, the grass growth period and the senescence period are treated separately. While the vegetation biomass effect can be corrected for, the litter water interception influences the observations and cannot be easily accounted for.
Surface soil moisture was retrieved from a grassland site in southwestern France using the...
