Articles | Volume 5, issue 1
https://doi.org/10.5194/gi-5-95-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/gi-5-95-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Research article
| 
29 Apr 2016
Research article |
| 29 Apr 2016
The Sodankylä in situ soil moisture observation network: an example application of ESA CCI soil moisture product evaluation
Jaakko Ikonen
CORRESPONDING AUTHOR
Finnish Meteorological Institute, Arctic Research, Helsinki, Finland
Juho Vehviläinen
Finnish Meteorological Institute, Arctic Research, Helsinki, Finland
Kimmo Rautiainen
Finnish Meteorological Institute, Arctic Research, Helsinki, Finland
Tuomo Smolander
Finnish Meteorological Institute, Arctic Research, Helsinki, Finland
Juha Lemmetyinen
Finnish Meteorological Institute, Arctic Research, Helsinki, Finland
Simone Bircher
Centre d'Etudes Spatiales de la Biosphére (CESBIO), Toulouse, France
Jouni Pulliainen
Finnish Meteorological Institute, Arctic Research, Helsinki, Finland
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Cited
35 citations as recorded by crossref.
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- Validation of SMAP surface soil moisture products with core validation sites A. Colliander et al. 10.1016/j.rse.2017.01.021
- Downscaling of ESA CCI soil moisture in Taihu Lake Basin: are wetness conditions and non-linearity important? Y. Liu et al. 10.2166/wcc.2020.131
- Sodankylä manual snow survey program L. Leppänen et al. 10.5194/gi-5-163-2016
31 citations as recorded by crossref.
- Evaluation of ESA Active, Passive and Combined Soil Moisture Products Using Upscaled Ground Measurements L. Zhu et al. 10.3390/s19122718
- Uncertainty estimation for a new exponential-filter-based long-term root-zone soil moisture dataset from Copernicus Climate Change Service (C3S) surface observations A. Pasik et al. 10.5194/gmd-16-4957-2023
- Bias-blind and bias-aware assimilation of leaf area index into the Noah-MP land surface model over Europe S. Scherrer et al. 10.5194/hess-27-4087-2023
- Retrieval of ground, snow, and forest parameters from space borne passive L band observations. A case study over Sodankylä, Finland M. Holmberg et al. 10.1016/j.rse.2024.114143
- Soil moisture sensor calibration for organic soil surface layers S. Bircher et al. 10.5194/gi-5-109-2016
- Monitoring Freeze-Thaw State by Means of GNSS Reflectometry: An Analysis of TechDemoSat-1 Data D. Comite et al. 10.1109/JSTARS.2020.2986859
- Freeze–Thaw Detection Over High-Latitude Regions by Means of GNSS-R Data K. Rautiainen et al. 10.1109/TGRS.2021.3125315
- A Modeling-Based Approach for Soil Frost Detection in the Northern Boreal Forest Region With C-Band SAR J. Cohen et al. 10.1109/TGRS.2018.2864635
- High-resolution European daily soil moisture derived with machine learning (2003–2020) S. O et al. 10.1038/s41597-022-01785-6
- Sentinel-1 based soil freeze/thaw estimation in boreal forest environments J. Cohen et al. 10.1016/j.rse.2020.112267
- Evaluation of a MetOp ASCAT‐Derived Surface Soil Moisture Product in Tundra Environments E. Högström et al. 10.1029/2018JF004658
- The International Soil Moisture Network: serving Earth system science for over a decade W. Dorigo et al. 10.5194/hess-25-5749-2021
- Detection of soil and canopy freeze/thaw state in the boreal region with L and C Band Synthetic Aperture Radar J. Cohen et al. 10.1016/j.rse.2024.114102
- Quantifying an Overlooked Deciduous‐Needleleaf Carbon Sink at the Southern Margin of the Central‐Siberian Permafrost Zone J. Liu et al. 10.1029/2022JG006845
- Evaluation of Satellite-Derived Surface Soil Moisture Products over Agricultural Regions of Canada Y. Oozeer et al. 10.3390/rs12091455
- Spatially Distributed Evaluation of ESA CCI Soil Moisture Products in a Northern Boreal Forest Environment J. Ikonen et al. 10.3390/geosciences8020051
- Validation of downscaled 1‐km SMOS and SMAP soil moisture data in 2010–2021 B. Fang et al. 10.1002/vzj2.20305
- ERA5-Land: a state-of-the-art global reanalysis dataset for land applications J. Muñoz-Sabater et al. 10.5194/essd-13-4349-2021
- Nonstationarity in the global terrestrial water cycle and its interlinkages in the Anthropocene W. Nie et al. 10.1073/pnas.2403707121
- The soil moisture data bank: The ground-based, model-based, and satellite-based soil moisture data A. Tavakol et al. 10.1016/j.rsase.2021.100649
- Hydrological modelling for post-monsoon agricultural drought assessment and implications for the agro-economy V. Pandey et al. 10.1080/02626667.2024.2347981
- Satellite Retrievals of Probabilistic Freeze-Thaw Conditions From SMAP and AMSR Brightness Temperatures V. Walker et al. 10.1109/TGRS.2022.3174807
- L-Band Relative Permittivity of Organic Soil Surface Layers—A New Dataset of Resonant Cavity Measurements and Model Evaluation S. Bircher et al. 10.3390/rs8121024
- Protecting Asphalt Pavements against Frost Action with an Electrical Heating System: Numerical Investigation Q. Félix Adam et al. 10.1061/(ASCE)CR.1943-5495.0000289
- Surface soil moisture from combined active and passive microwave observations: Integrating ASCAT and SMAP observations based on machine learning approaches H. Ma et al. 10.1016/j.rse.2024.114197
- ESA CCI Soil Moisture for improved Earth system understanding: State-of-the art and future directions W. Dorigo et al. 10.1016/j.rse.2017.07.001
- Applicability evaluation of multiple sets of soil moisture data on the tibetan plateau X. Dong et al. 10.3389/feart.2022.872413
- Proxy Indicators for Mapping the End of the Vegetation Active Period in Boreal Forests Inferred from Satellite-Observed Soil Freeze and ERA-Interim Reanalysis Air Temperature K. Böttcher et al. 10.1007/s41064-018-0059-y
- Global soil moisture data derived through machine learning trained with in-situ measurements S. O. & R. Orth 10.1038/s41597-021-00964-1
- Improved SMAP Soil Moisture Retrieval Using a Deep Neural Network-Based Replacement of Radiative Transfer and Roughness Model J. Lee et al. 10.1109/TGRS.2024.3489974
- An RFI-suppressed SMOS L-band multi-angular brightness temperature dataset spanning over a decade (since 2010) Z. Peng et al. 10.1038/s41597-023-02499-z
4 citations as recorded by crossref.
- Snow Samples Combined With Long-Range Transport Modeling to Reveal the Origin and Temporal Variability of Black Carbon in Seasonal Snow in Sodankylä (67°N) O. Meinander et al. 10.3389/feart.2020.00153
- Validation of SMAP surface soil moisture products with core validation sites A. Colliander et al. 10.1016/j.rse.2017.01.021
- Downscaling of ESA CCI soil moisture in Taihu Lake Basin: are wetness conditions and non-linearity important? Y. Liu et al. 10.2166/wcc.2020.131
- Sodankylä manual snow survey program L. Leppänen et al. 10.5194/gi-5-163-2016
Latest update: 14 Dec 2024
Short summary
A comprehensive, distributed network of in situ measurement stations gathering information on soil moisture has been set up in recent years at the Finnish Meteorological Institute's (FMI) Sodankylä Arctic research station. The network is used as a tool to evaluate the validity of satellite retrievals of soil properties. We present the soil moisture observation network and the results of comparisons of top layer soil moisture between 2012 and 2014 against ESA CCI product soil moisture retrievals.
A comprehensive, distributed network of in situ measurement stations gathering information on...
