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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| Suitability Analysis for Yam Production in Nigeria using Satellite and Observation Data | Igbawua, Tertsea, Gbanger, Martha Hembafan, Ujoh, Fanan | Carbon, Cation Exchange Capacity, Organic Matter | ||
| Spatiotemporal variation in global floods with different affected areas and the contribution of influencing factors to flood-induced mortality (19852019) | Liu, Tian, Shi, Peijun, Fang, Jian | 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, Evaporation, Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation, Snow/Ice, Snow Depth, Snow Melt, Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI) | ||
| Species distribution modeling and machine learning in assessing the potential distribution of freshwater zooplankton in Northern Italy | Bellin, Nicolo, Tesi, Giacomo, Marchesani, Nicola, Rossi, Valeria | Carbon, Cation Exchange Capacity, Organic Matter | ||
| Spatiotemporal characteristics of surface water resources in the Tibetan plateau: Based on the produce water coefficient method considering snowmelt | Li, Mengyu, Weng, Baisha, Yan, Denghua, Bi, Wuxia, Yang, Yuheng, Gong, Xiaoyan, Wang, Hao | 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 | ||
| Spatiotemporal dependence of soil moisture and precipitation over India | Manoj J, Ashish, Guntu, Ravi Kumar, Agarwal, Ankit | 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, Precipitation, Precipitation Amount | ||
| Spatiotemporal Discharge Variability of the Doce River in SE Brazil During MIS 6 and 5 | Arndt, Iris, Voigt, Silke, Petschick, Rainer, Hou, Alicia, Raddatz, Jacek, Albuquerque, Ana Luiza S., Bahr, Andre | Vegetation Cover, Land Use/Land Cover Classification, Soil Classification | ||
| Spatiotemporal evolutionary and mechanism analysis of grassland GPP in China | He, Panxing, Ma, Xiaoliang, Meng, Xiaoyu, Han, Zhiming, Liu, Huixia, Sun, Zongjiu | Discharge, Soil Depth, Biomass, Soil Moisture/Water Content, Albedo, Leaf Characteristics, Photosynthetically Active Radiation, Carbon, Respiration Rate, Atmospheric Water Vapor, Runoff, Biogeochemical Cycles | ||
| Spatial variation characteristics and driving factors of soil multifunctionality in the Junggar desert, China | Zhang, Shihang, Tao, Ye, Chen, Yusen, Guo, Hao, Lu, Yongxing, Guo, Xing, Liu, Chaohong, Zhou, Xiaobing, Zhang, Yuanming | 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, Emissivity | ||
| Spatiotemporal analysis of land use land cover and future simulation for agricultural sustainability in a sub-tropical region of India | Pradhan, Sucharita, Dhar, Anirban, Tiwari, Kamlesh Narayan, Sahoo, Satiprasad | 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 | ||
| Spatial-temporal analysis of historical and projected drought events over Isiolo County, Kenya | Ochieng, Phillip, Nyandega, Isaiah, Wambua, Boniface | Soil Depth, Soil Horizons/Profile, Soil Water Holding Capacity, Soil Texture, Soil Classification | ||
| Soil Property, Rather than Climate, Controls Subsoil Carbon Turnover Time in Forest Ecosystems across China | Yu, Peng, Shi, Yuehong, Li, Jingji, Zhang, Xin, Deng, Ye, Du, Manyi, Fan, Shaohui, Cai, Chunju, Han, Yuxuan, Li, Zhou, Gao, Sicong, Tang, Xiaolu | Carbon, Nitrogen, Soil Water Holding Capacity, Soil Bulk Density, Soil Chemistry, Soil Classification, Soil Moisture/Water Content, Soil Horizons/Profile | ||
| Solid water melt dominates the increase of total groundwater storage in the Tibetan Plateau | Zou, Yiguang, Kuang, Xingxing, Feng, Yuqing, Jiao, Jiu Jimmy, Liu, Junguo, Wang, Can, Fan, Linfeng, Wang, Qingjing, Chen, Jianxin, Ji, Fang, Yao, Yingying, Zheng, Chunmiao | 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, Precipitation, Precipitation Amount, Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Infiltration, Soil Infiltration, Surface Soil Moisture, Root Zone Soil Moisture, Soil Moisture/Water Content, Evaporation, Surface Water, Total Runoff, Average Flow, Average Flow, Snow/Ice, Snow Depth, Snow Melt, Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI) |
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| Soil carbonyl sulfide (OCS) fluxes in terrestrial ecosystems: an empirical model | Whelan, M. E., Shi, Mingjie, Sun, Wu, Vries, Linda Kooijmansde, Seibt, Ulli, Maseyk, Kadmiel | Land Surface Temperature, Emissivity, Surface Soil Moisture | ||
| Soil moisture droughts in East Africa: Spatiotemporal patterns and climate drivers | Liu, Yongwei, Liu, Yuanbo, Wang, Wen, Fan, Xingwang, Cui, Wei | 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 | ||
| Soil moisture estimation in South Asia via assimilation of SMAP retrievals | Ahmad, Jawairia A., Forman, Barton A., Kumar, Sujay V. | Land Use/Land Cover Classification, Brightness Temperature, Surface Soil Moisture | ||
| The first global soil moisture and vegetation optical depth product retrieved from fused SMOS and SMAP L-band observations | Li, Xiaojun, Wigneron, Jean-Pierre, Frappart, Frederic, Lannoy, Gabrielle De, Fan, Lei, Zhao, Tianjie, Gao, Lun, Tao, Shengli, Ma, Hongliang, Peng, Zhiqing, Liu, Xiangzhuo, Wang, Huan, Wang, Mengjia, Moisy, Christophe, Ciais, Philippe | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Brightness Temperature, Surface Soil Moisture |
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| The Global Distribution, Formation, and Fate of MineralAssociated Soil Organic Matter Under a Changing ClimateA TraitBased Perspective | Sokol, Noah W., Whalen, Emily D., Jilling, Andrea, Kallenbach, Cynthia, PettRidge, Jennifer, Georgiou, Katerina | Carbon, Cation Exchange Capacity, Organic Matter | ||
| The global spectrum of plant form and function: enhanced species-level | Diaz, Sandra, Kattge, Jens, Cornelissen, Johannes H. C., Wright, Ian J., Lavorel, Sandra, Dray, Stephane, Reu, Bjorn, Kleyer, Michael, Wirth, Christian, Prentice, I. Colin, Garnier, Eric, Bonisch, Gerhard, Westoby, Mark, Poorter, Hendrik, Reich, Peter B., Moles, Angela T., Dickie, John, Zanne, Amy E., Chave, Jerome, Wright, S. Joseph, Sheremetiev, Serge N., Jactel, Herve, Baraloto, Christopher, Cerabolini, Bruno E. L., Pierce, Simon, Shipley, Bill, Casanoves, Fernando, Joswig, Julia S., Gunther, Angela, Falczuk, Valeria, Ruger, Nadja, Mahecha, Miguel D., Gorne, Lucas D., Amiaud, Bernard, Atkin, Owen K., Bahn, Michael, Baldocchi, Dennis, Beckmann, Michael, Blonder, Benjamin, Bond, William, Bond-Lamberty, Ben, Brown, Kerry, Burrascano, Sabina, Byun, Chaeho, Campetella, Giandiego, Cavender-Bares, Jeannine, Chapin, F. Stuart, Choat, Brendan, Coomes, David Anthony, Cornwell, William K., Craine, Joseph, Craven, Dylan, Dainese, Matteo, de Araujo, Alessandro Carioca, de Vries, Franciska T., Domingues, Tomas Ferreira, Enquist, Brian J., Fagundez, Jaime, Fang, Jingyun, Fernandez-Mendez, Fernando, Fernandez-Piedade, Maria T., Ford, Henry, Forey, Estelle, Freschet, Gregoire T., Gachet, Sophie, Gallagher, Rachael, Green, Walton, Guerin, Greg R., Gutierrez, Alvaro G., Harrison, Sandy P., Hattingh, Wesley Neil, He, Tianhua, Hickler, Thomas, Higgins, Steven I., Higuchi, Pedro, Ilic, Jugo, Jackson, Robert B., Jalili, Adel, Jansen, Steven, Koike, Fumito, Konig, Christian, Kraft, Nathan, Kramer, Koen, Kreft, Holger, Kuhn, Ingolf, Kurokawa, Hiroko, Lamb, Eric G., Laughlin, Daniel C., Leishman, Michelle, Lewis, Simon, Louault, Frederique, Malhado, Ana C. M., Manning, Peter, Meir, Patrick, Mencuccini, Maurizio, Messier, Julie, Miller, Regis, Minden, Vanessa, Molofsky, Jane, Montgomery, Rebecca, Montserrat-Marti, Gabriel, Moretti, Marco, Muller, Sandra, Niinemets, Ulo, Ogaya, Roma, Ollerer, Kinga, Onipchenko, Vladimir, Onoda, Yusuke, Ozinga, Wim A., Pausas, Juli G., Peco, Begona, Penuelas, Josep, Pillar, Valerio D., Pladevall, Clara, Romermann, Christine, Sack, Lawren, Salinas, Norma, Sandel, Brody, Sardans, Jordi, Schamp, Brandon, Scherer-Lorenzen, Michael, Schulze, Ernst-Detlef, Schweingruber, Fritz, Shiodera, Satomi, Sosinski, Enio, Soudzilovskaia, Nadejda, Spasojevic, Marko J., Swaine, Emily, Swenson, Nathan, Tautenhahn, Susanne, Thompson, Ken, Totte, Alexia, Urrutia-Jalabert, Rocio, Valladares, Fernando, van Bodegom, Peter, Vasseur, Francois, Verheyen, Kris, Vile, Denis, Violle, Cyrille, von Holle, Betsy, Weigelt, Patrick, Weiher, Evan, Wiemann, Michael C., Williams, Mathew, Wright, Justin, Zotz, Gerhard | Nutrients, Leaf Characteristics, Atmospheric Carbon Dioxide, Nitrogen, Biomass, Forest Composition/Vegetation Structure, Leaf Area Index (LAI), Litter Characteristics, Plant Characteristics, Vegetation Species, Carbon, Nitrogen, Soil Bulk Density, Soil Moisture/Water Content, Soil Texture | ||
| The Grain-for-Green project offsets warming-induced soil organic carbon loss and increases soil carbon stock in Chinese Loess Plateau | Li, Huiwen, Wu, Yiping, Liu, Shuguang, Zhao, Wenzhi, Xiao, Jingfeng, Winowiecki, Leigh A., Vagen, Tor-Gunnar, Xu, Jianchu, Yin, Xiaowei, Wang, Fan, Sivakumar, Bellie, Cao, Yue, Sun, Pengcheng, Zhang, Guangchuang | Discharge, Soil Depth, Biomass, Soil Moisture/Water Content, Albedo, Leaf Characteristics, Photosynthetically Active Radiation, Carbon, Respiration Rate, Atmospheric Water Vapor, Runoff | ||
| Sequence-to-Sequence Learning for Prediction of Soil Temperature and Moisture | Li, Xiaojie, Tang, Jian, Yin, Chengxiang | Atmospheric Carbon Dioxide, Heat Flux, Community Structure, Forest Composition/Vegetation Structure, Albedo, Soil Moisture/Water Content, Land Surface Temperature | ||
| Simulating carbon and water fluxes using a coupled process-based terrestrial biosphere model and joint assimilation of leaf area index and surface soil ... | Li, Sinan, Zhang, Li, Xiao, Jingfeng, Ma, Rui, Tian, Xiangjun, Yan, Min | Carbon, Cation Exchange Capacity, Organic Matter | ||
| Shifts in the silicate weathering regime in South China during the Meso-Cenozoic linked to Asian summer monsoon evolution | Guo, Licheng, Zhang, Bin, Xiong, Shangfa, Wu, Jiabin, Chen, Zuoling, Cui, Jingyi, Chen, Yulu, Ye, Wei, Zhu, Lidong | Carbon, Cation Exchange Capacity, Organic Matter | ||
| The development of a new crop growth model SwitchFor for yield mapping of switchgrass |
Liu, Yanmei, Hastings, Astley, Chen, Shaolin, Faaij, Andre | Carbon, Nitrogen, Soil Water Holding Capacity, Soil Bulk Density, Soil Chemistry, Soil Classification, Soil Moisture/Water Content, Soil Horizons/Profile | ||
| The costs and benefits of fire management for carbon mitigation in | Elder, Molly, Phillips, Carly A, Potter, Stefano, Frumhoff, Peter C, Rogers, Brendan M | Vegetation Cover, Forests, Biomass Burning, Surface Temperature, Precipitation Amount, Fire Dynamics, Fire Occurrence, Carbon, Burned Area, Biomass, Soil Moisture/Water Content, Topographic Effects | ||
| The definition of the non-growing season matters: a case study of net ecosystem carbon exchange from a Canadian peatland | Rafat, Arash, Byun, Eunji, Rezanezhad, Fereidoun, Quinton, William L, Humphreys, Elyn R, Webster, Kara, Van Cappellen, Philippe | Incoming Solar Radiation, Outgoing Longwave Radiation, Soil Respiration, Methane, Plant Characteristics, Canopy Characteristics, Solar Irradiance, Humidity, Soil Texture, Precipitation Rate, Soil Moisture/Water Content, Soil Gas/Air, Atmospheric Carbon Dioxide, Carbon, Leaf Characteristics, Biomass, Dominant Species, Surface Temperature, Surface Winds, Biogeochemical Cycles, Forests, Soil Temperature |