N: 85.044 S: -85.044 E: 180 W: -180
Description
This enhanced Level-3 (L3) soil moisture product provides a composite of daily estimates of global land surface conditions retrieved by the Soil Moisture Active Passive (SMAP) radiometer. This product is a daily composite of SMAP Level-2 (L2) soil moisture which is derived from SMAP Level-1C (L1C) interpolated brightness temperatures. Backus-Gilbert optimal interpolation techniques are used to extract information from SMAP antenna temperatures and convert them to brightness temperatures, which are posted to the 9 km Equal-Area Scalable Earth Grid, Version 2.0 (EASE-Grid 2.0) in a global cylindrical projection.
Version Description
Changes to this version include:
- As part of the algorithm changes, the following data fields were added: bulk_density, clay_fraction.
- The baseline algorithm (SCA-V) remains unchanged.
- Improved aggregation of values in input ancillary data, e.g. roughness, soil texture, NDVI. The fix has negligible impacts on retrievals estimated to be of recommended quality.
Product Summary
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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Documents
USER'S GUIDE
ALGORITHM THEORETICAL BASIS DOCUMENT (ATBD)
DATA PRODUCT SPECIFICATION
PRODUCT QUALITY ASSESSMENT
Publications Citing This Dataset
| Title | Year Sort ascending | Author | Topic |
|---|---|---|---|
| A novel active-microwave method to estimate 1 km vegetation optical depth over the Heihe River Basin | Lu, Zhixuan, Fan, Lei, De Lannoy, Gabrielle, Bai, Xiaojing, Liu, Xiangzhuo, Xing, Zanpin, Zhou, Zhilan, Zeng, Jiangyuan, Frappart, Frederic, Peng, Jian, Che, Tao, Geng, Liying, Li, Xiaojun, Li, Xin, Baghdadi, Nicolas, Wigneron, Jean-Pierre | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Surface Soil Moisture | |
| Downscaling soil moisture to sub-km resolutions with simple machine learning ensembles | Poehls, Jeran, Alonso, Lazaro, Koirala, Sujan, Reichstein, Markus, Carvalhais, Nuno | Surface Soil Moisture | |
| Signal coherence and water detection algorithms for the ESA HydroGNSS mission | Peng, Jilun, Li, Weiqiang, Cardellach, Estel, Marigold, Gabrielle, Clarizia, Maria-Paola | Radar Cross-Section, Radar Reflectivity, SIGMA NAUGHT, Flight Data Logs, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Surface Soil Moisture, SENSOR COUNTS | |
| Calibration Strategy for Compact Polarimetric GNSS-R Instruments | Munoz-Martin, Joan Francesc, Bosch-Lluis, Xavier, Rodriguez-Alvarez, Nereida, Oudrhiri, Kamal | Surface Soil Moisture | |
| A Comprehensive Evaluation of Gridded L-, C-, and X-Band Microwave Soil | Dash, Saroj Kumar, Sinha, Rajiv | Vegetation Water Content, Soil Moisture/Water Content, Skin Temperature, Surface Soil Moisture | |
| HighResolution Soil Moisture Data Reveal Complex MultiScale Spatial Variability Across the United States | Vergopolan, Noemi, Sheffield, Justin, Chaney, Nathaniel W., Pan, Ming, Beck, Hylke E., Ferguson, Craig R., TorresRojas, Laura, Eigenbrod, Felix, Crow, Wade, Wood, Eric F. | Surface Soil Moisture | |
| Global soil moisture data fusion by Triple Collocation Analysis from 2011 to 2018 | Xie, Qiuxia, Jia, Li, Menenti, Massimo, Hu, Guangcheng | Surface Soil Moisture | |
| Soil moisture estimates over sporadically flooded farmlands: synergies and biases of remote sensing and in situ sources | Cappelletti, Lucia M., Sorensson, Anna A., Salvia, Mercedes, Ruscica, Romina C., Spennemann, Pablo, Fernandez-Long, Maria E., Jobbagy, Esteban | Surface Soil Moisture | |
| Simulating land-atmosphere coupling in the Central Valley, California: Investigating soil moisture impacts on boundary layer properties | Alexander, G. Aaron, Holmes, Heather A., Sun, Xia, Caputi, Dani, Faloona, Ian C., Oldroyd, Holly J. | Surface Soil Moisture, Terrain Elevation | |
| Resolution Enhancement of SMAP Passive Soil Moisture Estimates | Brown, Jordan P., Long, David G. | Surface Soil Moisture | |
| Using ensemble learning to take advantage of high-resolution radar backscatter in conjunction with surface features to disaggregate SMAP soil moisture product | Karami, Ayoob, Moradi, Hamid Reza, Mousivand, Alijafar, van Dijk, Albert I. J. M., Renzullo, Luigi | Land Use/Land Cover Classification, RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Surface Soil Moisture, Brightness Temperature, SIGMA NAUGHT | |
| Towards effective drought monitoring in the Middle East and North Africa (MENA) region: implications from assimilating leaf area index and soil moisture into ... | Nie, Wanshu, Kumar, Sujay V., Arsenault, Kristi R., Peters-Lidard, Christa D., Mladenova, Iliana E., Bergaoui, Karim, Hazra, Abheera, Zaitchik, Benjamin F., Mahanama, Sarith P., McDonnell, Rachael, Mocko, David M., Navari, Mahdi | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Surface Soil Moisture | |
| Assessing costs of Indonesian fires and the benefits of restoring peatland | Kiely, L., Spracklen, D. V., Arnold, S. R., Papargyropoulou, E., Conibear, L., Wiedinmyer, C., Knote, C., Adrianto, H. A. | Population Density, Surface Soil Moisture | |
| Evaluating the potential of soil bacterial tetraether proxies in westerlies dominating western Pamirs, Tajikistan and implications for paleoenvironmental reconstructions | Chen, Chihao, Bai, Yan, Fang, Xiaomin, Zhuang, Guangsheng, Khodzhiev, Amriddin, Bai, Xiaojing, Murodov, Azamdzhon | Surface Soil Moisture | |
| Evaluation of 18 satellite-and model-based soil moisture products using in situ measurements from 826 sensors | Beck, Hylke E., Pan, Ming, Miralles, Diego G., Reichle, Rolf H., Dorigo, Wouter A., Hahn, Sebastian, Sheffield, Justin, Karthikeyan, Lanka, Balsamo, Gianpaolo, Parinussa, Robert M., van Dijk, Albert I. J. M., Du, Jinyang, Kimball, John S., Vergopolan, Noemi, Wood, Eric F. | 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, Precipitation, Precipitation Amount, Vegetation Water Content, Skin Temperature, Surface Soil Moisture | |
| From calibration to parameter learning: Harnessing the scaling effects of big data in geoscientific modeling | Tsai, Wen-Ping, Feng, Dapeng, Pan, Ming, Beck, Hylke, Lawson, Kathryn, Yang, Yuan, Liu, Jiangtao, Shen, Chaopeng | Evapotranspiration, Latent Heat Flux, Surface Pressure, Longwave Radiation, Shortwave Radiation, Surface Temperature, Evaporation, Humidity, Convection, Surface Winds, Rain, Land Surface Temperature, Surface Soil Moisture | |
| Opportunity for GNSS Reflectometry in Sensing the Regional Climate and Soil Moisture Instabilities in Myanmar | Lwin, Aung, Yang, Dongkai, Hong, Xuebao, Zhang, Bo, Zhang, Baoyin, Sara, Cheraghi Shamsabadi | Radar Cross-Section, Radar Reflectivity, SIGMA NAUGHT, Flight Data Logs, Surface Soil Moisture | |
| Retrievals of soil moisture and vegetation optical depth using a multi-channel collaborative algorithm | Zhao, Tianjie, Shi, Jiancheng, Entekhabi, Dara, Jackson, Thomas J., Hu, Lu, Peng, Zhiqing, Yao, Panpan, Li, Shangnan, Kang, Chuen Siang | Surface Soil Moisture | |
| Assessment of SMAP and ESA CCI soil moisture over the Great Lakes basin | Xu, Xiaoyong, Shew, Brandon, Zaman, Shadia, Lee, Joseph, Zhi, Yun | Surface Soil Moisture, Brightness Temperature, Soil Moisture/Water Content | |
| Estimation and evaluation of high spatial resolution surface soil moisture using multi-sensor multi-resolution approach | Koley, Swadhina, Jeganathan, C. | Brightness Temperature, Microwave Imagery, Soil Moisture/Water Content, Vegetation Water Content, Surface Soil Moisture | |
| Evaluation of SMAP Level 2, 3, and 4 Soil Moisture Datasets over the | Xu, Xiaoyong | Surface Soil Moisture, Soil Moisture/Water Content | |
| Soil moisture experiment in the Luan River supporting new satellite mission opportunities | Zhao, Tianjie, Shi, Jiancheng, Lv, Liqing, Xu, Hongxin, Chen, Deqing, Cui, Qian, Jackson, Thomas J., Yan, Guangjian, Jia, Li, Chen, Liangfu, Zhao, Kai, Zheng, Xingming, Zhao, Limin, Zheng, Chaolei, Ji, Dabin, Xiong, Chuan, Wang, Tianxing, Li, Rui, Pan, Jinmei, Wen, Jianguang, Yu, Chao, Zheng, Yaomin, Jiang, Lingmei, Chai, Linna, Lu, Hui, Yao, Panpan, Ma, Jianwei, Lv, Haishen, Wu, Jianjun, Zhao, Wei, Yang, Na, Guo, Peng, Li, Yuxia, Hu, Lu, Geng, Deyuan, Zhang, Ziqian | Surface Soil Moisture |