Delivery of Suomi National Polar-orbiting Partnership (Suomi NPP) satellite data products will cease on November 1, 2026. Data users should transition now to alternative products from NOAA-21 and NOAA-20.
Suomi NPP data announcement
Publications Citing Soils Data
List of peer-reviewed publications that cite using Soils data.
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| Title | Year Sort ascending | Author | Topic | Dataset |
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| Climatic, socioeconomic, and migratory factors on the epidemiological dynamics of cutaneous leishmaniasis in Colombia, 20072021 | Tapias Rivera, Johanna, Martinez-Vega, Ruth, Quintero-Garcia, Wendy Lorena, Torres-Martinez, Dayana Sofia, Monroy-Diaz, Angela Liliana, Sanchez-Corrales, Lusayda, Gutierrez-Torres, Juan David | 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 | ||
| Associations between meteorological factors and pregnancy complications during different pregnancy trimesters: a multicenter retrospective study in eastern China | Chen, Tao, Cai, Jie, He, Da, Zhu, Hui, Chen, Xiang, Li, Yuqiong, Ye, Wen, Li, Bingqi, Xu, Qinyan, Ji, Lindan, Xu, Jin | 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 | ||
| Assessment of Quantum ML Applicability for Climate Actions: Comparison of the Variational Quantum Classifier and the Quantum Support Vector Classifier with Classical ML Models | Munasinghe, Thilanka, Lai, Phung, Wei, Jennifer, Hendler, James, Cornell, Kimberly A. | Heat Flux, Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, Precipitation Rate, Snow/Ice, Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds, Wind Speed, U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, Longwave Radiation, Shortwave Radiation, Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Temperature, Soil Infiltration, Soil Infiltration, Soil Moisture/Water Content, Surface Soil Moisture, Root Zone Soil Moisture, Soil Moisture/Water Content, Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation, Snow Depth, Snow Melt, Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI) | ||
| Carbon emission based predictions of anthropogenic impacts on groundwater storage at typical basins in 2050 | Zhao, Ying, Ma, Jiabin, Li, Yuelei, Cheng, Kui, Zhang, Meiling, Liu, Zhuqing, Yang, Fan | 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, Ground Water | ||
| Assessing the Use of the Standardized GRACE Satellite Groundwater Storage Change Index for Quantifying Groundwater Drought in the Mu Us Sandy Land | Zhu, Yonghua, Zhou, Longfei, Zhang, Qi, Han, Zhiming, Li, Jiamin, Chao, Yan, Wang, Xiaohan, Yuan, Hui, Zhang, Jie, Xia, Bisheng | 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 | ||
| An Automated Framework for Interaction Analysis of Driving Factors on Soil Salinization in Central Asia and Western China | Wang, Lingyue, Hu, Ping, Zheng, Hongwei, Bai, Jie, Liu, Ying, Hellwich, Olaf, Liu, Tie, Chen, Xi, Bao, Anming | Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration, Wind Speed, Rain, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Cover, Snow Depth, Snow Water Equivalent, Runoff | ||
| Groundwater Vulnerability in the Aftermath of Wildfires at the El Suto Spring Area: Model-Based Insights and the Proposal of a Post-Fire Vulnerability Index for Dry Tropical Forests | Guzman-Rojo, Monica, Silva de Freitas, Luiza, Coritza Taquichiri, Enrrique, Huysmans, Marijke | Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration, Wind Speed, Rain, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Cover, Snow Depth, Snow Water Equivalent, Runoff | ||
| Formaldehyde Pollution in Ahvaz, Iran: Spatiotemporal Trends and Health Risks | Faezeh Borhani, Mohammad Hashemzadeh, Samira Andam, Seyed Mohsen Mousavi | Heat Flux, Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, Precipitation Rate, Snow/Ice, Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds, Wind Speed, U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, Tropopause, Surface Pressure, Upper Air Temperature, Total Precipitable Water, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Sea Surface Temperature, Skin Temperature, Carbon Monoxide, Geopotential Height, Humidity, Water Vapor Profiles, Cloud Liquid Water/Ice, Outgoing Longwave Radiation, Methane, Atmospheric Ozone, Longwave Radiation, Shortwave Radiation, Surface Temperature, Evapotranspiration, Surface Winds, Rain, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Water Equivalent, Runoff, Altitude, Dew Point Temperature, Atmospheric Winds, Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Sea Level Pressure, Atmospheric Water Vapor, Oxygen Compounds, Boundary Layer Winds |
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| From Depletion to Recovery: Tracking Water Storage Changes in the Semiarid Region of Inner Mongolia, China | Zhang, Donghua, Peng, Junhuan, Wang, Fengwei, Feng, Tengfei, Tian, Yanan, Gao, Ruizhong, Ma, Long | 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 |
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| Identifying potential hotspots of groundwater-climate interaction in the Kalahari Aquifer System, Upper Zambezi Basin, Southern Africa | Banda, Kawawa, Shilengwe, Christopher | 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, Ground Water | ||
| Spatial Representativeness of Soil Moisture Stations and Its Influential | Peng, Chenchen, Zeng, Jiangyuan, Chen, Kun-Shan, Ma, Hongliang, Letu, Husi, Zhang, Xiang, Shi, Pengfei, Bi, Haiyun | 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 | ||
| Spatio-temporal dynamics of L-band zeroth-order vegetation scattering albedo from SMAP observations in tropical forests | Liu, Yuqing, Li, Xiaojun, Ciais, Philippe, Frappart, Frederic, Liu, Xiangzhuo, G. Cosio, Eric, Zheng, Yi, Xing, Zanpin, Wang, Huan, Fan, Lei, Chaubell, Mario Julian, Wigneron, Jean-Pierre | Brightness Temperature, Surface Soil Moisture | ||
| Spatiotemporal Soil Moisture Prediction Using a Causal-Guided Deep Learning Model | Wu, Tingtao, Xu, Lei, Pan, Ziwei, Cai, Ruinan, Dai, Jin, Yang, Shuang, Zhang, Xihao, Zhang, Xi, Chen, Nengcheng | Soil Organic Carbon (SOC) | ||
| The Diurnal Variation of L-Band Polarization Index in the U.S. Corn Belt Is Related to Plant Water Stress | Cirone, Richard, Hornbuckle, Brian K. | Surface Soil Moisture | ||
| Reprocessed NOAA SMOPS Blended Soil Moisture Product as a Climate Data Record | Yin, Jifu, Zhan, Xiwu, Liu, Jicheng, Barlage, Michael, Meng, Huan, Kalluri, Satya, Yang, John Xun, Ogden, Fred L., Goldberg, Mitchell D., Zhao, Limin, Cosh, Michael, Ferraro, Ralph R. | Brightness Temperature, Surface Soil Moisture | ||
| Real-time estimation of SMAP soil moisture in mountainous areas and its impact on rainfall-runoff simulation | An, Huicong, Ouyang, Chaojun, Chen, Xiaoqing | Brightness Temperature, Surface Soil Moisture | ||
| A bottomup savanna fire fuel consumption inventory and its application to savanna burning in Kafue National Park, Zambia | Eames, Tom, Kaluka, Adrian, Vernooij, Roland, Yates, Cameron, Russell-Smith, Jeremy, van der Werf, Guido R. | Root Zone Soil Moisture, Surface Soil Moisture | ||
| The impact of Manuka-Dominated Riparian Vegetation on Lake Water Quality: A Multi-Source Remote Sensing Approach | Rassak, Simna, Orsi, Alvaro, Bifet, Albert, Gines, Maria Jesus Gutierrez, Bohm, Kristin, Wang, Kevin I-Kai, Bisht, Akshat | Root Zone Soil Moisture, Surface Soil Moisture | ||
| Insights into terrestrial carbon and water cycling from the global eddy covariance network | Xiao, Jingfeng, Baldocchi, Dennis, Ichii, Kazuhito, Li, Fei, Papale, Dario | Radiative Flux, Air Temperature, Water Vapor, Carbon, Surface Winds, Photosynthetically Active Radiation, Soil Temperature, Heat Flux | ||
| Integrating causal inference with ConvLSTM networks for spatiotemporal forecasting of root zone soil moisture | Wu, Tingtao, Xu, Lei, Lv, Yu, Cai, Ruinan, Pan, Ziwei, Zhang, Xihao, Zhang, Xi, Chen, Nengcheng | Root Zone Soil Moisture, Surface Soil Moisture | ||
| Enhancing vegetation cover growth through water spreading bunds and dry afforestation in arid rangelands: Integrating remote sensing indicators with field insights | Abbas, Sawaid, Akhter, Aqeela Mobeen, Mushtaque, Muhammad, Usama, Raja Muhammad, Rasool, Ansir, Umar, Muhammad, Mahmood, Muhammad Uzair, Malik, Marryam | Root Zone Soil Moisture, Surface Soil Moisture | ||
| Effects of Hot Versus Dry Vapor Pressure Deficit on Ecosystem Carbon and Water Fluxes | Johnston, Miriam R., Barnes, Mallory L., Preisler, Yakir, Smith, William K., Biederman, Joel A., Scott, Russell L., Williams, A. Park, Dannenberg, Matthew P. | Root Zone Soil Moisture, Surface Soil Moisture | ||
| Enhancing evapotranspiration estimates in orchards with the Surface Energy Balance for Partially Vegetated surfaces (SEB-PV) model through combined use of gridded soil moisture and temporal upscaling methods | Cigarra-Guinez, Lorenzo E., Lagos, Octavio, Steduto, Pasquale, Krogh, Sebastian A., Shapiro, Kristen, Souto, Camilo, Lillo-Saavedra, Mario, Balbontin, Claudio, Zaccaria, Daniele | Root Zone Soil Moisture, Surface Soil Moisture | ||
| Stronger effects of accumulated soil moisture deficit on gross primary productivity and light use efficiency than lagged soil moisture deficit for cropland and forest | Jiang, Zhuoyou, Zhou, Yanlian, Gao, Shang, Dong, Zhoutong, Wang, Yingying, Duan, Zheng, He, Wei, Liu, Yibo, Ju, Weimin | Root Zone Soil Moisture, Surface Soil Moisture | ||
| An online tool and open database for curve number (CN) data retrieval in | Kourtis, Ioannis M., Perdikaki, Martha, Zacharakis, Ioannis, Zotou, Ioanna, Vangelis, Harris, Kallioras, Andreas, Tsihrintzis, Vassilios A. | Runoff, Soil Texture |