Articles | Volume 13, issue 6
https://doi.org/10.5194/essd-13-3075-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/essd-13-3075-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Data description paper
| 
01 Jul 2021
Data description paper |
| 01 Jul 2021
| 01 Jul 2021
Status of the Tibetan Plateau observatory (Tibet-Obs) and a 10-year (2009–2019) surface soil moisture dataset
Pei Zhang
Faculty of Geo-Information Science and Earth Observation (ITC), University of Twente, Enschede, 7514AE, the Netherlands
National Tibetan Plateau Data Center, Key Laboratory of Tibetan Environmental Changes and Land Surface Processes, Institute of Tibetan Plateau Research, Chinese Academy of Sciences, Beijing, 100101, China
National Tibetan Plateau Data Center, Key Laboratory of Tibetan Environmental Changes and Land Surface Processes, Institute of Tibetan Plateau Research, Chinese Academy of Sciences, Beijing, 100101, China
Rogier van der Velde
Faculty of Geo-Information Science and Earth Observation (ITC), University of Twente, Enschede, 7514AE, the Netherlands
Jun Wen
College of Atmospheric Sciences, Chengdu University of Information Technology, Chengdu, 610225, China
Yijian Zeng
Faculty of Geo-Information Science and Earth Observation (ITC), University of Twente, Enschede, 7514AE, the Netherlands
Xin Wang
Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou, 730000, China
Zuoliang Wang
Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou, 730000, China
Jiali Chen
National Tibetan Plateau Data Center, Key Laboratory of Tibetan Environmental Changes and Land Surface Processes, Institute of Tibetan Plateau Research, Chinese Academy of Sciences, Beijing, 100101, China
College of Earth and Environmental Sciences, Lanzhou University, Lanzhou, 730000, China
Zhongbo Su
CORRESPONDING AUTHOR
Faculty of Geo-Information Science and Earth Observation (ITC), University of Twente, Enschede, 7514AE, the Netherlands
Addendum: the authors notified that a further co-author was involved in the original writing of the paper:
Yaoming Ma, Institute of Tibetan Plateau Research, Chinese Academy of Sciences, Beijing, 100101, China
Contributions: YM contributed to the design and establishment of the Tibet-Obs observations.
Viewed
Total article views: 3,484 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 16 Oct 2020)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 2,494 | 883 | 107 | 3,484 | 100 | 110 |
- HTML: 2,494
- PDF: 883
- XML: 107
- Total: 3,484
- BibTeX: 100
- EndNote: 110
Total article views: 2,619 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 01 Jul 2021)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 1,972 | 552 | 95 | 2,619 | 85 | 95 |
- HTML: 1,972
- PDF: 552
- XML: 95
- Total: 2,619
- BibTeX: 85
- EndNote: 95
Total article views: 865 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 16 Oct 2020)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 522 | 331 | 12 | 865 | 15 | 15 |
- HTML: 522
- PDF: 331
- XML: 12
- Total: 865
- BibTeX: 15
- EndNote: 15
Viewed (geographical distribution)
Total article views: 3,484 (including HTML, PDF, and XML)
Thereof 3,142 with geography defined
and 342 with unknown origin.
Total article views: 2,619 (including HTML, PDF, and XML)
Thereof 2,431 with geography defined
and 188 with unknown origin.
Total article views: 865 (including HTML, PDF, and XML)
Thereof 711 with geography defined
and 154 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
46 citations as recorded by crossref.
- High-spatial-resolution surface soil moisture retrieval using the Deep Forest model in the cloud environment over the Tibetan Plateau Z. Li et al. 10.1080/10095020.2024.2307931
- Assessment of High-Resolution Surface Soil Moisture Products over the Qinghai–Tibet Plateau for 2009–2017 D. Lin et al. 10.3390/atmos14020302
- Spatial Gap-Filling of SMAP Soil Moisture Pixels Over Tibetan Plateau via Machine Learning Versus Geostatistics C. Tong et al. 10.1109/JSTARS.2021.3112623
- Bias Correction for ERA5-Land Soil Moisture Product Using Variational Mode Decomposition in the Permafrost Region of Qinghai–Tibet Plateau T. Chang et al. 10.1109/JSTARS.2022.3200062
- Assessment of Effective Roughness Parameters for Simulating Sentinel-1A Observation and Retrieving Soil Moisture over Sparsely Vegetated Field X. Wu 10.3390/rs14236020
- Enhanced Generalized Regression Neural Network With Backward Sequential Feature Selection for Machine-Learning-Driven Soil Moisture Estimation: A Case Study Over the Qinghai-Tibet Plateau L. Zhang et al. 10.1109/JSTARS.2023.3298946
- Simulation of SMAP and AMSR2 observations and estimation of multi-frequency vegetation optical depth using a discrete scattering model in the Tibetan grassland X. Bai et al. 10.1016/j.rse.2023.113592
- The Characterization of the Vertical Distribution of Surface Soil Moisture Using ISMN Multilayer In Situ Data and Their Comparison with SMOS and SMAP Soil Moisture Products N. Yang et al. 10.3390/rs15163930
- Applicability evaluation of three improved temperature vegetation dryness indices in High Mountain Asia Z. Dong et al. 10.1016/j.ejrh.2023.101464
- Investigation of factors controlling the runoff generation mechanism using isotope tracing in large-scale nested basins J. Fang et al. 10.1016/j.jhydrol.2022.128728
- The Validation of Soil Moisture from Various Sources and Its Influence Factors in the Tibetan Plateau N. Li et al. 10.3390/rs14164109
- Unraveling the significance of soil organic carbon-gravel parameterization: Insights into soil water and heat transport on the Tibetan Plateau Y. Yuan et al. 10.1016/j.jenvman.2023.118544
- 基于扩展卡尔曼滤波和自动微分技术对陆面数据同化系统参数的快速估计及其影响 佳. 田 et al. 10.1360/SSTe-2022-0372
- Assessment of long-term multisource surface and subsurface soil moisture products and estimate methods on the Tibetan Plateau P. Zhang et al. 10.1016/j.jhydrol.2024.131713
- Solid Water Melt Dominates the Increase of Total Groundwater Storage in the Tibetan Plateau Y. Zou et al. 10.1029/2022GL100092
- Enhanced Generalized Regression Neural Network for Soil Moisture Estimation Over the Qinghai-Tibet Plateau L. Zhang et al. 10.1109/JSTARS.2022.3166978
- A global drought dataset of standardized moisture anomaly index incorporating snow dynamics (SZI<sub>snow</sub>) and its application in identifying large-scale drought events L. Tian et al. 10.5194/essd-14-2259-2022
- Soil Moisture Estimation by Assimilating In‐Situ and SMAP Surface Soil Moisture Using Unscented Weighted Ensemble Kalman Filter X. Fu et al. 10.1029/2023WR034506
- Recent Progress on Modeling Land Emission and Retrieving Soil Moisture on the Tibetan Plateau Based on L-Band Passive Microwave Remote Sensing X. Wu & J. Wen 10.3390/rs14174191
- Implementation of Two-Stream Emission Model for L-Band Retrievals on the Tibetan Plateau X. Wu 10.3390/rs14030494
- SGD-SM 2.0: an improved seamless global daily soil moisture long-term dataset from 2002 to 2022 Q. Zhang et al. 10.5194/essd-14-4473-2022
- Microwave radiometry experiment for snow in Altay, China: time series of in situ data for electromagnetic and physical features of snowpack L. Dai et al. 10.5194/essd-14-3509-2022
- Study on the Applicability and Main Influencing Factors of Various Surface Temperature Data in the Qinghai-Xizang Platea 子. 徐 10.12677/ag.2024.148096
- Improving Surface Soil Moisture Estimation Through Assimilating Satellite Land Surface Temperature With a Linear SM-LST Relationship J. Tian et al. 10.1109/JSTARS.2023.3305888
- Applying a Wavelet Transform Technique to Optimize General Fitting Models for SM Analysis: A Case Study in Downscaling over the Qinghai–Tibet Plateau Z. Hu et al. 10.3390/rs14133063
- Divergent responses of permafrost degradation to precipitation increases at different seasons on the eastern Qinghai–Tibet Plateau based on modeling approach J. Yang et al. 10.1088/1748-9326/acf05c
- Long-Term Characteristics of Surface Soil Moisture over the Tibetan Plateau and Its Response to Climate Change C. Zhu et al. 10.3390/rs15184414
- 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
- Statistical comparison and hydrological utility evaluation of ERA5-Land and IMERG precipitation products on the Tibetan Plateau X. Wu et al. 10.1016/j.jhydrol.2023.129384
- Observed surface heat fluxes partitioning during the local growing season over the Tibetan Plateau M. Deng et al. 10.1016/j.agrformet.2024.110186
- The first assessment of coarse-pixel soil moisture products within the multi-scale validation framework over Qinghai-Tibet Plateau J. Wang et al. 10.1016/j.jhydrol.2022.128454
- Simulation of Sentinel-1A observations and constraint of water cloud model at the regional scale using a discrete scattering model X. Bai et al. 10.1016/j.rse.2022.113308
- How does soil water content influence permafrost evolution on the Qinghai-Tibet Plateau under climate warming? F. Ji et al. 10.1088/1748-9326/ac6c9a
- Drying–Wetting Changes of Surface Soil Moisture and the Influencing Factors in Permafrost Regions of the Qinghai-Tibet Plateau, China H. Li et al. 10.3390/rs14122915
- A dataset of 10-year regional-scale soil moisture and soil temperature measurements at multiple depths on the Tibetan Plateau P. Zhang et al. 10.5194/essd-14-5513-2022
- Evaluation of subsurface soil water content estimate methods: Maximum entropy vs. exponential filter H. Luo et al. 10.1016/j.jhydrol.2024.132007
- High-Resolution Quantitative Retrieval of Soil Moisture Based on Multisource Data Fusion with Random Forests: A Case Study in the Zoige Region of the Tibetan Plateau Y. Ma et al. 10.3390/rs15061531
- Environmental factors controlling soil warming and wetting during 2000–2020 in permafrost and non-permafrost regions across the Qinghai–Tibet Plateau G. Yin et al. 10.1016/j.accre.2024.01.004
- Analysis of land-atmosphere interactions and their influence on the energy and water cycle over the Tibetan Plateau Y. Ma et al. 10.1080/10095020.2024.2372504
- High resolution (1-km) surface soil moisture generation from SMAP SSM by considering its difference between freezing and thawing periods in the source region of the Yellow River X. Fu et al. 10.1016/j.agrformet.2024.110263
- Daily soil moisture mapping at 1 km resolution based on SMAP data for desertification areas in northern China P. Rao et al. 10.5194/essd-14-3053-2022
- A Soil Moisture Retrieval Method for Reducing Topographic Effect: A Case Study on the Qinghai–Tibetan Plateau With SMOS Data Y. Bai et al. 10.1109/JSTARS.2023.3264572
- Quick estimation of parameters for the land surface data assimilation system and its influence based on the extended Kalman filter and automatic differentiation J. Tian et al. 10.1007/s11430-022-1180-8
- Applicability evaluation of multiple sets of soil moisture data on the tibetan plateau X. Dong et al. 10.3389/feart.2022.872413
- Generating seamless global daily AMSR2 soil moisture (SGD-SM) long-term products for the years 2013–2019 Q. Zhang et al. 10.5194/essd-13-1385-2021
- Chinese Soil Moisture Observation Network and Time Series Data Set for High Resolution Satellite Applications C. Wang et al. 10.1038/s41597-023-02234-8
43 citations as recorded by crossref.
- High-spatial-resolution surface soil moisture retrieval using the Deep Forest model in the cloud environment over the Tibetan Plateau Z. Li et al. 10.1080/10095020.2024.2307931
- Assessment of High-Resolution Surface Soil Moisture Products over the Qinghai–Tibet Plateau for 2009–2017 D. Lin et al. 10.3390/atmos14020302
- Spatial Gap-Filling of SMAP Soil Moisture Pixels Over Tibetan Plateau via Machine Learning Versus Geostatistics C. Tong et al. 10.1109/JSTARS.2021.3112623
- Bias Correction for ERA5-Land Soil Moisture Product Using Variational Mode Decomposition in the Permafrost Region of Qinghai–Tibet Plateau T. Chang et al. 10.1109/JSTARS.2022.3200062
- Assessment of Effective Roughness Parameters for Simulating Sentinel-1A Observation and Retrieving Soil Moisture over Sparsely Vegetated Field X. Wu 10.3390/rs14236020
- Enhanced Generalized Regression Neural Network With Backward Sequential Feature Selection for Machine-Learning-Driven Soil Moisture Estimation: A Case Study Over the Qinghai-Tibet Plateau L. Zhang et al. 10.1109/JSTARS.2023.3298946
- Simulation of SMAP and AMSR2 observations and estimation of multi-frequency vegetation optical depth using a discrete scattering model in the Tibetan grassland X. Bai et al. 10.1016/j.rse.2023.113592
- The Characterization of the Vertical Distribution of Surface Soil Moisture Using ISMN Multilayer In Situ Data and Their Comparison with SMOS and SMAP Soil Moisture Products N. Yang et al. 10.3390/rs15163930
- Applicability evaluation of three improved temperature vegetation dryness indices in High Mountain Asia Z. Dong et al. 10.1016/j.ejrh.2023.101464
- Investigation of factors controlling the runoff generation mechanism using isotope tracing in large-scale nested basins J. Fang et al. 10.1016/j.jhydrol.2022.128728
- The Validation of Soil Moisture from Various Sources and Its Influence Factors in the Tibetan Plateau N. Li et al. 10.3390/rs14164109
- Unraveling the significance of soil organic carbon-gravel parameterization: Insights into soil water and heat transport on the Tibetan Plateau Y. Yuan et al. 10.1016/j.jenvman.2023.118544
- 基于扩展卡尔曼滤波和自动微分技术对陆面数据同化系统参数的快速估计及其影响 佳. 田 et al. 10.1360/SSTe-2022-0372
- Assessment of long-term multisource surface and subsurface soil moisture products and estimate methods on the Tibetan Plateau P. Zhang et al. 10.1016/j.jhydrol.2024.131713
- Solid Water Melt Dominates the Increase of Total Groundwater Storage in the Tibetan Plateau Y. Zou et al. 10.1029/2022GL100092
- Enhanced Generalized Regression Neural Network for Soil Moisture Estimation Over the Qinghai-Tibet Plateau L. Zhang et al. 10.1109/JSTARS.2022.3166978
- A global drought dataset of standardized moisture anomaly index incorporating snow dynamics (SZI<sub>snow</sub>) and its application in identifying large-scale drought events L. Tian et al. 10.5194/essd-14-2259-2022
- Soil Moisture Estimation by Assimilating In‐Situ and SMAP Surface Soil Moisture Using Unscented Weighted Ensemble Kalman Filter X. Fu et al. 10.1029/2023WR034506
- Recent Progress on Modeling Land Emission and Retrieving Soil Moisture on the Tibetan Plateau Based on L-Band Passive Microwave Remote Sensing X. Wu & J. Wen 10.3390/rs14174191
- Implementation of Two-Stream Emission Model for L-Band Retrievals on the Tibetan Plateau X. Wu 10.3390/rs14030494
- SGD-SM 2.0: an improved seamless global daily soil moisture long-term dataset from 2002 to 2022 Q. Zhang et al. 10.5194/essd-14-4473-2022
- Microwave radiometry experiment for snow in Altay, China: time series of in situ data for electromagnetic and physical features of snowpack L. Dai et al. 10.5194/essd-14-3509-2022
- Study on the Applicability and Main Influencing Factors of Various Surface Temperature Data in the Qinghai-Xizang Platea 子. 徐 10.12677/ag.2024.148096
- Improving Surface Soil Moisture Estimation Through Assimilating Satellite Land Surface Temperature With a Linear SM-LST Relationship J. Tian et al. 10.1109/JSTARS.2023.3305888
- Applying a Wavelet Transform Technique to Optimize General Fitting Models for SM Analysis: A Case Study in Downscaling over the Qinghai–Tibet Plateau Z. Hu et al. 10.3390/rs14133063
- Divergent responses of permafrost degradation to precipitation increases at different seasons on the eastern Qinghai–Tibet Plateau based on modeling approach J. Yang et al. 10.1088/1748-9326/acf05c
- Long-Term Characteristics of Surface Soil Moisture over the Tibetan Plateau and Its Response to Climate Change C. Zhu et al. 10.3390/rs15184414
- 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
- Statistical comparison and hydrological utility evaluation of ERA5-Land and IMERG precipitation products on the Tibetan Plateau X. Wu et al. 10.1016/j.jhydrol.2023.129384
- Observed surface heat fluxes partitioning during the local growing season over the Tibetan Plateau M. Deng et al. 10.1016/j.agrformet.2024.110186
- The first assessment of coarse-pixel soil moisture products within the multi-scale validation framework over Qinghai-Tibet Plateau J. Wang et al. 10.1016/j.jhydrol.2022.128454
- Simulation of Sentinel-1A observations and constraint of water cloud model at the regional scale using a discrete scattering model X. Bai et al. 10.1016/j.rse.2022.113308
- How does soil water content influence permafrost evolution on the Qinghai-Tibet Plateau under climate warming? F. Ji et al. 10.1088/1748-9326/ac6c9a
- Drying–Wetting Changes of Surface Soil Moisture and the Influencing Factors in Permafrost Regions of the Qinghai-Tibet Plateau, China H. Li et al. 10.3390/rs14122915
- A dataset of 10-year regional-scale soil moisture and soil temperature measurements at multiple depths on the Tibetan Plateau P. Zhang et al. 10.5194/essd-14-5513-2022
- Evaluation of subsurface soil water content estimate methods: Maximum entropy vs. exponential filter H. Luo et al. 10.1016/j.jhydrol.2024.132007
- High-Resolution Quantitative Retrieval of Soil Moisture Based on Multisource Data Fusion with Random Forests: A Case Study in the Zoige Region of the Tibetan Plateau Y. Ma et al. 10.3390/rs15061531
- Environmental factors controlling soil warming and wetting during 2000–2020 in permafrost and non-permafrost regions across the Qinghai–Tibet Plateau G. Yin et al. 10.1016/j.accre.2024.01.004
- Analysis of land-atmosphere interactions and their influence on the energy and water cycle over the Tibetan Plateau Y. Ma et al. 10.1080/10095020.2024.2372504
- High resolution (1-km) surface soil moisture generation from SMAP SSM by considering its difference between freezing and thawing periods in the source region of the Yellow River X. Fu et al. 10.1016/j.agrformet.2024.110263
- Daily soil moisture mapping at 1 km resolution based on SMAP data for desertification areas in northern China P. Rao et al. 10.5194/essd-14-3053-2022
- A Soil Moisture Retrieval Method for Reducing Topographic Effect: A Case Study on the Qinghai–Tibetan Plateau With SMOS Data Y. Bai et al. 10.1109/JSTARS.2023.3264572
- Quick estimation of parameters for the land surface data assimilation system and its influence based on the extended Kalman filter and automatic differentiation J. Tian et al. 10.1007/s11430-022-1180-8
3 citations as recorded by crossref.
- Applicability evaluation of multiple sets of soil moisture data on the tibetan plateau X. Dong et al. 10.3389/feart.2022.872413
- Generating seamless global daily AMSR2 soil moisture (SGD-SM) long-term products for the years 2013–2019 Q. Zhang et al. 10.5194/essd-13-1385-2021
- Chinese Soil Moisture Observation Network and Time Series Data Set for High Resolution Satellite Applications C. Wang et al. 10.1038/s41597-023-02234-8
Latest update: 20 Nov 2024
Download
Please read the editorial note first before accessing the article.
- Article
(18376 KB) - Full-text XML
Short summary
This paper reports on the status of the Tibet-Obs and presents a 10-year (2009–2019) surface soil moisture (SM) dataset produced based on in situ measurements taken at a depth of 5 cm collected from the Tibet-Obs. This surface SM dataset includes the original 15 min in situ measurements collected by multiple SM monitoring sites of three networks (i.e. the Maqu, Naqu, and Ngari networks) and the spatially upscaled SM records produced for the Maqu and Shiquanhe networks.
This paper reports on the status of the Tibet-Obs and presents a 10-year (2009–2019) surface...
Altmetrics
Final-revised paper
Preprint