SMMR, SSM/I and SSMI/S TB-based SMAP time-expanded monthly 0.25°×0.25° land surface soil moisture dataset in Qilian Mountain area (SMsmapTE,V1)

SMMR, SSM/I and SSMI/S TB-based SMAP time-expanded monthly 0.25°×0.25° land surface soil moisture dataset in Qilian Mountain area (SMsmapTE,V1)


This dataset contains SMAP time-expanded monthly 0.25°×0.25° land surface soil moisture products in Qilian Mountain Area of 1980, 1985, 1990, 1995 and 2000. The dataset was produced based on Random Forest method by utilizing SMMR, SSM/I and SSMIS brightness temperature from 19 GHz V/H and 37 GHz V channels along with some auxiliary datasets. The auxiliary datasets participating in the RF training include IGBP land cover type, GTOPO30 DEM and Lat/Lon information.


File naming and required software

File Naming Convention: YYYYMM.tiff (YYYY: year, MM: month);Data Version:V1;Projection:+proj=longlat +datum=WGS84 +no_defs;Data Format: GeoTIFF, 44 rows ×72 columes;Soil Moisture Unit: cm3/cm3;Soil Moisture Valid Range:0.02-0.5;Filled Value:NaN


Data Citations Data citation guideline What's data citation?
Cite as:

Chai, L., Zhu, Z., Liu, S. (2019). SMMR, SSM/I and SSMI/S TB-based SMAP time-expanded monthly 0.25°×0.25° land surface soil moisture dataset in Qilian Mountain area (SMsmapTE,V1). National Tibetan Plateau Data Center, DOI: 10.11888/Geogra.tpdc.270231. CSTR: 18406.11.Geogra.tpdc.270231. (Download the reference: RIS | Bibtex )

Related Literatures:

1. Qu, Y.Q., Zhu, Z.L., Chai, L.N., Liu, S.M., Montzka, C., Liu, J., Yang, X.F., Lu, Z., Jin, R., Li, X., Guo, Z.X., &Zheng, J. (2019). Rebuilding a Microwave Soil Moisture Product Using Random Forest Adopting AMSR-E/AMSR2 Brightness Temperature and SMAP over the Qinghai–Tibet Plateau, China. Remote Sensing, 11(6), 683.( View Details | Bibtex)

2. Liu, J., Chai, L.N., Lu, Z., Liu, S.M., Qu, Y.Q., Geng, D.Y., Song, Y.Z., Guan, Y.B., Guo, Z.X., Wang, J., &Zhu, Z.L. (2019). Evaluation of SMAP, SMOS-IC, FY3B, JAXA, and LPRM Soil Moisture Products over the Qinghai-Tibet Plateau and Its Surrounding Areas. Remote Sensing, 11(7), 792.( View Details | Bibtex)

Using this data, the data citation is required to be referenced and the related literatures are suggested to be cited.


Support Program

Pan-Third Pole Environment Study for a Green Silk Road-A CAS Strategic Priority A Program (No:XDA20000000)

the Strategic Priority Research Program of the Chinese Academy of Sciences (No:XDA20100101) [XDA20100101]

Copyright & License

To respect the intellectual property rights, protect the rights of data authors,expand servglacials of the data center, and evaluate the application potential of data, data users should clearly indicate the source of the data and the author of the data in the research results generated by using the data (including published papers, articles, data products, and unpublished research reports, data products and other results). For re-posting (second or multiple releases) data, the author must also indicate the source of the original data.

Example of acknowledgement statement is included below: The data set is provided by National Tibetan Plateau Data Center (http://data.tpdc.ac.cn).


License: This work is licensed under an Attribution 4.0 International (CC BY 4.0)


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Keywords
Geographic coverage
East: 107.00 West: 89.00
South: 34.00 North: 45.00
Details
  • Temporal resolution: Monthly
  • Spatial resolution: 10km
  • File size: 2 MB
  • Views: 2,219
  • Downloads: 69
  • Access: Open Access
  • Updated time: 2021-04-19
Contacts
: CHAI Linna   ZHU Zhongli   LIU Shaomin  

Distributor: National Tibetan Plateau Data Center

Email: data@itpcas.ac.cn

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