N: 86 S: -86 E: 180 W: -180
TABLE OF CONTENTS
Description
This data product contains global daily 1 km resolution surface soil moisture derived from the SMAP L-band radiometer. Specifically, MODIS land surface temperature data is used with the SMAP Enhanced L2radiometer Half-Orbit 9 km EASE-Grid Soil Moisture product in a downscaling algorithm to estimate soil moisture. The data set is validated by in situ soil moisture measurements from dense soil moisture networks representing different global land cover types.
Product Summary
Platforms
Instruments
Spatial Extent
Spatial Resolution
1 Kilometers x 1 Kilometers
Spatial Reference System(s)
WGS 84 / NSIDC EASE-Grid 2.0 Global (EPSG:6933)
Location
GLOBAL LAND
Coordinate System
CARTESIAN
Granule Spatial Representation
CARTESIAN
Temporal Extent
2015-04-01 to 2024-06-29
Temporal Resolution
1 Day
Concept ID
C3177836984-NSIDC_CPRD
Data State
COMPLETE
Number of Files/Granules
3370
Processing Level
3
Published
Science Keywords
Surface Soil Moisture
Citation
Citation is critically important for dataset documentation and discovery. This dataset is openly shared, without restriction, in accordance with the EOSDIS Data Use and Citation Guidance.
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Citation Copied
Lakshmi, V., & Fang, B. (2023). SMAP-Derived 1-km Downscaled Surface Soil Moisture Product, Version 1 [Data set]. NASA National Snow and Ice Data Center Distributed Active Archive Center. https://doi.org/10.5067/U8QZ2AXE5V7B Date Accessed: 2026-05-03
Lakshmi, Venkataraman, and Bin Fang. “SMAP-Derived 1-Km Downscaled Surface Soil Moisture Product, Version 1.” NASA National Snow and Ice Data Center Distributed Active Archive Center, 2023. doi:10.5067/U8QZ2AXE5V7B. Date Accessed: 2026-05-03
Lakshmi, Venkataraman, and Bin Fang. SMAP-Derived 1-Km Downscaled Surface Soil Moisture Product, Version 1. NASA National Snow and Ice Data Center Distributed Active Archive Center, 2023, doi:10.5067/U8QZ2AXE5V7B. Date Accessed: 2026-05-03
TABLE OF CONTENTS
Documents
GENERAL DOCUMENTATION
Publications Citing This Dataset
Filters
| Title | Year Sort ascending | Author | Topic |
|---|---|---|---|
| Intercomparison of Earth Observation products for hyper-resolution | Garcia-Garcia, Almudena, Stradiotti, Pietro, Di Paolo, Federico, Filippucci, Paolo, Fischer, Milan, Orsag, Matej, Brocca, Luca, Peng, Jian, Dorigo, Wouter, Gruber, Alexander, Droppers, Bram, Wanders, Niko, Haag, Arjen, Weerts, Albrecht, Modiri, Ehsan, Rakovec, Oldrich, Frances, Felix, DallAmico, Matteo, Anderson, Martha, Hain, Christopher, Samaniego, Luis | Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux, Surface Soil Moisture | |
| A satellite-driven approach to estimating delivered irrigation water via SM-based inversion algorithm: A case study of the Doroodzan irrigation district, Iran | Afrasiabikia, Peyman, Parvaresh Rizi, Atefeh, Brocca, Luca | Brightness Temperature, Surface Soil Moisture | |
| RegreSSM: A novel software tool for downscaling the SMAP L3 soil | Petropoulos, George P., Detsikas, Spyridon E., Anagnostopoulos, Vasileios, Lekka, Christina | Surface Soil Moisture, Brightness Temperature | |
| Spatiotemporal evaluation of downscaled and native high-resolution satellite soil moisture products | Stradiotti, Pietro, Preimesberger, Wolfgang, Piles, Maria, Fan, Dong, Raml, Bernhard, Peng, Jian, Dorigo, Wouter | Surface Soil Moisture | |
| Spatio-temporal HYDRUS-1D soil water balance simulations as support for precision irrigation in North-Eastern Germany | Wenzel, Jan Lukas, Conrad, Christopher, Mahmood, Talha, Kunz, Matthias, Volk, Martin, Pohlitz, Julia | Surface Soil Moisture | |
| Satellite-Based Fraction of Available Water Reveals Soil Moisture Deficits Preceding Major Wildfires | Goffin, Benjamin D., Fernandez, Alfonso, Etchanchu, Jordi, Fang, Bin, Lakshmi, Venkataraman | Vegetation Water Content, Soil Moisture/Water Content, Skin Temperature, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, RADAR IMAGERY, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Land Use/Land Cover Classification, Topographical Relief Maps, Plant Phenology, Enhanced Vegetation Index (EVI), Brightness Temperature, Surface Soil Moisture, SIGMA NAUGHT | |
| Validation of high-resolution surface soil moisture time series retrieved by means of SAR interferometry | De Zan, Francesco, Filippucci, Paolo, Brocca, Luca | Surface Soil Moisture | |
| A 3 h, 1 km surface soil moisture dataset for the contiguous United States from 2015 to 2023 | Yang, Haoxuan, Yang, Jia, Ochsner, Tyson E., Krueger, Erik S., Xu, Mengyuan, Zou, Chris B. | Surface Soil Moisture | |
| A global 400-m high-resolution soil moisture dataset derived from multi-sensor remote sensing observations | Fang, Bin, Lakshmi, Venkataraman, Hain, Christopher, Mishra, Vikalp | Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature, Humidity, Evapotranspiration, Surface Winds, Rain, Precipitation Rate, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Water Equivalent, Runoff, Surface Soil Moisture, Brightness Temperature | |
| High-resolution soil moisture mapping in northern boreal forests using | Jaaskelainen, Emmihenna, Luoto, Miska, Putkiranta, Pauli, Aurela, Mika, Virtanen, Tarmo | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Surface Soil Moisture, Brightness Temperature | |
| Remote Sensing-Based Monitoring of Agricultural Drought and Irrigation Adaptation Strategies in the Antalya Basin, Turkiye | Lakshmi, Venkataraman, Kir, Elif Gulen, Kir, Alperen, Fang, Bin | Surface Soil Moisture | |
| Remotely Sensed High-Resolution Soil Moisture and Evapotranspiration: | Huang, Jingyi, Sehgal, Vinit, Alvarez, Laura V., Brocca, Luca, Cai, Shuohao, Cheng, Rui, Cheng, Xinghua, Du, Jinyang, El Masri, Bassil, Endsley, K. Arthur, Fang, Yilin, Hu, Jie, Jampani, Mahesh, Kibria, Md Golam, Koren, Gerbrand, Li, Lingcheng, Liu, Laibao, Mao, Jiafu, Moreno, Hernan A., Rigden, Angela, Shi, Mingjie, Shi, Xiaoying, Wang, Yaoping, Zhang, Xi, Fisher, Joshua B. | Surface Soil Moisture, Brightness Temperature | |
| Satellite-Based Machine Learning for Soil Moisture Prediction and Land | Tefera, Meron Lakew, Zeleke, Ethiopia B., Pirastru, Mario, Melesse, Assefa M., Seddaiu, Giovanna, Awada, Hassan | Surface Soil Moisture, Brightness Temperature | |
| Sentinel-1 vegetation optical depth retrievals over the international soil moisture network | Lu, Zhixuan, Fan, Lei, Liu, Xiangzhuo, Bai, Xiaojing, Baghdadi, Nicolas, Frappart, Frederic, Zeng, Jiangyuan, De Lannoy, Gabrielle, Peng, Jian, Xing, Zanpin, Li, Xiaojun, Feng, Zhuangzhuang, Li, Xin, Wigneron, Jean-Pierre | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Surface Soil Moisture | |
| Toward the Exploitation of HydroGNSS Coherent Channel: High Sampling | Peng, Jilun, Cardellach, Estel, Li, Weiqiang, Ribo, Serni, Rius, Antonio | Brightness Temperature, Surface Soil Moisture, Radar Cross-Section, Radar Reflectivity, Wind Direction, Wind Speed, Radar Cross-Section, Radar Reflectivity | |
| Understanding flood dynamics in the Indus River Basin: Lessons from the | Aryal, Aashutosh, Kim, Kyung Y., Lakshmi, Venkataraman | Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Land Surface Temperature, Emissivity, Surface Soil Moisture, Albedo, Snow Cover | |
| Exploring the actual spatial resolution of 1 km satellite soil moisture | Brocca, Luca, Gaona, Jaime, Bavera, Davide, Fioravanti, Guido, Puca, Silvia, Ciabatta, Luca, Filippucci, Paolo, Mosaffa, Hamidreza, Esposito, Giuseppe, Roberto, Nicoletta, Dari, Jacopo, Vreugdenhil, Mariette, Wagner, Wolfgang | Surface Soil Moisture | |
| Improving crop-specific groundwater use estimation in the Mississippi | Majumdar, Sayantan, Smith, Ryan G., Hasan, Md Fahim, Wilson, Jordan L., White, Vincent E., Bristow, Emilia L., Rigby, J.R., Kress, Wade H., Painter, Jaime A. | Surface Soil Moisture | |
| A Spatial Downscaling Framework for SMAP Soil Moisture Based on Stacking | Xu, Jiaxin, Su, Qiaomei, Li, Xiaotao, Ma, Jianwei, Song, Wenlong, Zhang, Lei, Su, Xiaoye | Surface Soil Moisture | |
| Reconstructing SMAP-derived 1-km Soil Moisture Dataset Using DINEOF plus | Zhao, Haoteng, Zhao, Haipeng, Zhang, Chen | Surface Soil Moisture | |
| Risk Comparison of Hurricane Scenarios as Disruptions of Hydrologic Basin Order with Social Vulnerability Criteria | Pavur, Gigi, Lambert, James H., Lakshmi, Venkataraman | Surface Soil Moisture | |
| Soil Moisture: analysis of SMAP satellite products in plain zones | Degano, Maria Florencia, Beninato, Sabrina, Holzman, Mauro Ezequiel, Bayala, Martin Ignacio, Rivas, Raul Eduardo, Massari, Christian | Surface Soil Moisture, Brightness Temperature | |
| Spatial Downscaling of Satellite-Based Soil Moisture Products Using Machine Learning Techniques: A Review | Senanayake, Indishe P., Pathira Arachchilage, Kalani R. L., Yeo, In-Young, Khaki, Mehdi, Han, Shin-Chan, Dahlhaus, Peter G. | Surface Soil Moisture |
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