Influence of ocean salinity stratification on the tropical Atlantic Ocean surface
2021
Gevaudan, Manon, Jouanno, Julien, Durand, Fabien, Morvan, Guillaume, Renault, Lionel, Samson, Guillaume
Salinity
Improved daily SMAP satellite soil moisture prediction over China using deep learning model with transfer learning
2021
Li, Qingliang, Wang, Ziyu, Shangguan, Wei, Li, Lu, Yao, Yifei, Yu, Fanhua
Surface Soil Moisture
In-situ and triple-collocation based evaluations of eight global root zone soil moisture products
2021
Xu, Lei, Chen, Nengcheng, Zhang, Xiang, Moradkhani, Hamid, Zhang, Chong, Hu, Chuli
Land Use/Land Cover Classification , Soil Organic Carbon (SOC)
Emulation of Community Land Model Version 5 (CLM5) to Quantify Sensitivity of Soil Moisture to Uncertain Parameters
2021
Gao, Xiang, Avramov, Alexander, Saikawa, Eri, Schlosser, C. Adam
Brightness Temperature, Soil Moisture/Water Content
Effects of meteorological forcings and land surface model on soil moisture simulation over China
2021
Zeng, Junhan, Yuan, Xing, Ji, Peng, Shi, Chunxiang
Soil Moisture
Development of the global dataset of Wetland Area and Dynamics for Methane Modeling (WAD2M)
2021
Zhang, Zhen, Fluet-Chouinard, Etienne, Jensen, Katherine, McDonald, Kyle, Hugelius, Gustaf, Gumbricht, Thomas, Carroll, Mark, Prigent, Catherine, Bartsch, Annett, Poulter, Benjamin
Surface Soil Moisture
Diagnosing environmental controls on vegetation greening and browning trends over Alaska and Northwest Canada using complementary satellite observations
2021
Kim, Youngwook, Kimball, John S., Parazoo, Nicholas, Kirchner, Peter
Surface Soil Moisture, Freeze/Thaw , Gross Primary Production (gpp), Heterotrophic Respiration (rh), NET ECOSYSTEM CO2 EXCHANGE (NEE), Soil Organic Carbon (SOC)
Evaluating the potential of soil bacterial tetraether proxies in westerlies dominating western Pamirs, Tajikistan and implications for paleoenvironmental reconstructions
2021
Chen, Chihao, Bai, Yan, Fang, Xiaomin, Zhuang, Guangsheng, Khodzhiev, Amriddin, Bai, Xiaojing, Murodov, Azamdzhon
Surface Soil Moisture
Evaluating Downscaling Factors of Microwave Satellite Soil Moisture Based on Machine Learning Method. Remote Sens. 2021, 13, 133
2021
Sun, Hao, Cui, Yajing
Albedo , Anisotropy, Evapotranspiration , Latent Heat Flux, Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Reflectance , Land Surface Temperature , Emissivity, Surface Soil Moisture
Evaluation of 18 satellite-and model-based soil moisture products using in situ measurements from 826 sensors
2021
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
Computation Approach for Quantitative Dielectric Constant from Time Sequential Data Observed by CYGNSS Satellites
2021
Lee, Junchan, Bisnath, Sunil, Lee, Regina S.K., Kilane, Narin Gavili
Surface Soil Moisture
Correction of satellite sea surface salinity products using ensemble learning method
2021
Bao, Senliang, Zhang, Ren, Wang, Huizan, Yan, Hengqian, Chen, Jian, Wang, Yangjun
Salinity
Data-driven landslide nowcasting at the global scale
2021
Stanley, Thomas A., Kirschbaum, Dalia B., Benz, Garrett, Emberson, Robert A., Amatya, Pukar M., Medwedeff, William, Clark, Marin K.
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Surface Soil Moisture
Error propagation in microwave soil moisture and vegetation optical depth retrievals
2021
Feldman, Andrew, Chaparro, David, Entekhabi, Dara
Brightness Temperature
From calibration to parameter learning: Harnessing the scaling effects of big data in geoscientific modeling
2021
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
Expanding the application of soil moisture monitoring systems through regression-based transformation
2021
Crow, Wade T., Reichle, Rolf H., Dong, Jianzhi
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
Global Flash Drought Monitoring Using Surface Soil Moisture
2021
Sehgal, Vinit, Gaur, Nandita, Mohanty, Binayak P.
Brightness Temperature, Soil Moisture/Water Content
Future rice farming threatened by drought in the Lower Mekong Basin
2021
Kang, Hyunwoo, Sridhar, Venkataramana, Mainuddin, Mohammed, Trung, Le Duc
Surface Soil Moisture
Global Soil Water Estimates as Landslide Predictor: The Effectiveness of SMOS, SMAP, and GRACE Observations, Land Surface Simulations, and Data ...
2021
Felsberg, Anne, De Lannoy, Gabrielle J. M., Girotto, Manuela, Poesen, Jean, Reichle, Rolf H., Stanley, Thomas
Surface Soil Moisture
Global Surface Soil Moisture Drydown Patterns
2021
Sehgal, Vinit, Gaur, Nandita, Mohanty, Binayak P.
Brightness Temperature, Soil Moisture/Water Content
First assessment of CyGNSS-incorporated SMAP sea surface salinity retrieval over pan-tropical ocean
2021
Liu, Baojian, Wan, Wei, Guo, Zhizhou, Ji, Rui, Wang, Tsechun, Tang, Guoqiang, Cui, Yaokui, Hong, Yang
Surface Winds , Salinity , Surface Winds , Surface Winds
Evaluation of the Land GNSS-Reflected DDM Coherence on Soil Moisture
2021
Dong, Zhounan, Jin, Shuanggen
Radar Cross-Section, Radar Reflectivity, SIGMA NAUGHT, Flight Data Logs, Surface Soil Moisture
Evaluation of SMAP/Sentinel 1 high-resolution soil moisture data to detect irrigation over agricultural domain
2021
Jalilvand, Ehsan, Abolafia-Rosenzweig, Ronnie, Tajrishy, Masoud, Das, Narendra
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture, Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
Potential Satellite Monitoring of Surface Organic Soil Properties in Arctic Tundra from SMAP
2021
Yi, Yonghong, Chen, Richard H., Kimball, John S., Moghaddam, Mahta, Xu, Xiaolan, Euskirchen, Eugenie S., Das, Narendra, Miller, Charles E.
Soil Texture, Active Layer, Cation Exchange Capacity, Soil Moisture/Water Content , Soil Bulk Density, Soil Porosity, Organic Matter, Brightness Temperature
Nitrogenfixing trees have no net effect on forest growth in the coterminous United States
2021
Staccone, Anika P., KouGiesbrecht, Sian, Taylor, Benton N., Menge, Duncan N. L.
Surface Soil Moisture