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 Land Surface Data
List of peer-reviewed publications that cite using Land Surface data.
Filters
| Title | Year Sort ascending | Author | Topic | Dataset |
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| Ozone mitigates extended growing season and enhanced vegetation greenness driven by environmental change | Yin, Hao, Meng, Lin, Richardson, Andrew D., Martin, Maria Val, Mao, Jiafu, Li, Huidong, Gilligan, Jonathan M., Bhattarai, Hemraj, Tai, Amos P. K. | Tropospheric Ozone, Tropopause, Methane, Atmospheric Ozone, Surface Pressure, Outgoing Longwave Radiation, Surface Temperature, Air Temperature, Upper Air Temperature, Layered Precipitable Water, Total Precipitable Water, Water Vapor Profiles, Cloud Fraction, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Precipitation Rate, Emissivity, Skin Temperature, Sea Surface Temperature | ||
| Quantifying the changes in soil moisture caused by vegetation greening and climate change across different drought gradient in China | Zhao, Yinghan, Wang, Zijun, Wang, Zongsen, Xue, Tingyi, Liu, Yangyang, Wen, Zhongming, Hu, Ercha, Shi, Haijing, Wang, Zhenqian, Wang, Zhaoqi, Han, Peidong | 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 | ||
| Prediction of phosphorus loads for ungauged basins using probabilistic export coefficient model | Zhang, Li, Endreny, Theodore A. | Surface Pressure, Longwave Radiation, Shortwave Radiation, Surface Temperature, Evaporation, Humidity, Convection, Surface Winds, Rain, Land Surface Temperature | ||
| Preventing subsoil enhanced nitrification to safeguard agroecosystem sustainability | Wang, Yao, Luo, Xin, Jobbagy, Esteban G., Basu, Nandita B., Zhang, Ganlin, Zheng, Yi, Gu, Baojing, Zhang, Shaoliang, Yu, Yiqi, Wang, Fenfang, Lu, Zeyang, Yan, Ruifeng, Chang, Scott X., Lu, Yonglong, Chen, Nengwang | 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 | ||
| Neural general circulation models for modeling precipitation | Yuval, Janni, Langmore, Ian, Kochkov, Dmitrii, Hoyer, Stephan | Tropospheric Ozone, Tropopause, Methane, Atmospheric Ozone, Surface Pressure, Outgoing Longwave Radiation, Surface Temperature, Air Temperature, Upper Air Temperature, Layered Precipitable Water, Total Precipitable Water, Water Vapor Profiles, Cloud Fraction, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Precipitation Rate, Emissivity, Skin Temperature, Sea Surface Temperature | ||
| New title: Re-evaluating environmental associations with meningitis risk across Africa | Cliff, Molly, Jahn, Sally, Bita Fouda, Andre, Latt, Anderson, Lingani, Clement, Trotter, Caroline | Carbon Monoxide, Geopotential Height, Tropopause, Methane, Atmospheric Ozone, Surface Pressure, Outgoing Longwave Radiation, Air Temperature, Upper Air Temperature, Humidity, Total Precipitable Water, Water Vapor, Water Vapor Profiles, Cloud Liquid Water/Ice, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Skin Temperature, Sea Surface Temperature | ||
| Publicly available soil moisture datasets: an overview and the UB-SMDC portal | Mohseni, Farzane, Haunert, Jan-Henrik | 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), Total Runoff |
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| Water availability shapes temporal patterns of extrafloral nectar secretion and ant visitation to a Neotropical legume | Melati, B., Souza, C., Nogueira, A., Leal, L. C. | 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, Tropopause, Air Temperature, Upper Air Temperature, Total Precipitable Water, Water Vapor, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Sea Surface Temperature, Skin Temperature, Carbon Monoxide, Geopotential Height, Water Vapor Profiles, Cloud Liquid Water/Ice, Outgoing Longwave Radiation, Methane, Atmospheric Ozone, Skin Temperature, Specific Humidity, 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 |
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| Introducing regularization constraints into combination of GRACE monthly terrestrial water storage changes | You, Wei, Qian, Ke, Ran, Jiangjun, Ditmar, Pavel | 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 | ||
| Implementing a dynamic root distribution scheme responsive to soil environment into NoahMPCrop: Improving simulations of soil water, crop growth, and energy ... | Meng, Huimin, Zhan, Chesheng, Hu, Shi, Li, Zhonghe, Lin, Zhonghui | 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 | ||
| High-Resolution Downscaled CMIP6 Projections dataset of Key Climate Variables for Senegal | Mbengue, Asse, Sultan, Benjamin, Lguensat, Redouane, Vrac, Mathieu, Diongue-Niang, Aida, Ndiaye, Ousmane, Gaye, Amadou Thierno | Surface Temperature, Skin Temperature, Upper Air Temperature, Air Temperature, Atmospheric Winds, Surface Winds, U/V Wind Components, Atmospheric Pressure, Sea Level Pressure, Surface Pressure, Specific Humidity, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Altitude, Boundary Layer Winds | ||
| Holistic Assessment of India's Water Security using coupled Climate-Human Intervention Models | Pathak, Shray, Jato-Espino, Daniel, Zevenbergen, Chris | 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 | ||
| Floods in 2025: Climate chronicles | Getirana, Augusto, Collins, Elyssa, Alcantara, Enner, Balsamo, Gianpaolo, Bates, Paul, Dube, Timothy, Marengo, Jose Antonio, Oki, Taikan, Wasko, Conrad | 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 | ||
| Short-term SAR change detection for soil moisture retrieval: A case study over Danish test sites. | Negre Dou, Miquel, Merryman Boncori, John Peter | 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 | ||
| Seasonal NDVI Shifts: Assessing Vegetation Responses to Hydro-Climatic Changes across Diverse Agro-Climatic Zones of India | Samykannu, Venkadesh, Goroshi, Sheshakumar, Palanisamy, Ramaraj, Pai, D.S., Mohapatra, Mrutyunjay | 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 | ||
| Retrieval of precipitable water vapor from sun-sky radiometer (POM-01) at 940 nm absorption band: Calibration, measurement and validation | Mukhopadhyay, Swagata, Ningombam, Shantikumar S., Uchiyama, Akihiro, Jorphail, Sonam, Vivek, Chiranjeevi G., Shrungeshwara, T.S., P., Sreedevi, Matsunaga, Tsuneo, Sharma, Som K., Gupta, Pawan, Angchuk, Dorje, Jade, Sridevi | Carbon Monoxide, Geopotential Height, Tropopause, Methane, Atmospheric Ozone, Surface Pressure, Outgoing Longwave Radiation, Air Temperature, Upper Air Temperature, Humidity, Total Precipitable Water, Water Vapor, Water Vapor Profiles, Cloud Liquid Water/Ice, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Skin Temperature, Sea Surface Temperature | ||
| Saharan dust and cirrus clouds: Dominating indirect impact of dust events on photovoltaic energy generation in Hungar y (20192024) | Varga, Gyorgy, Gresina, Fruzsina, Gelencser, Andras, Csavics, Adrienn, Rostasi, Agnes | Aerosols, Aerosol Extinction, Aerosol Optical Depth/Thickness, Angstrom Exponent, Aerosol Particle Properties, Carbonaceous Aerosols, Dust/Ash/Smoke, Organic Particles, Sulfate Particles, Sulfur Oxides, Sulfur Compounds, Sulfate, Sulfur Dioxide, Sulfur Oxides, Particulate Matter, Dimethyl Sulfide, Black Carbon, Sea Salt, PARTICULATE MATTER (PM 2.5), PARTICULATE MATTER (PM 1.0), PARTICULATE MATTER (PM 10), Atmospheric Radiation, Longwave Radiation, Shortwave Radiation, Radiative Flux, Radiative Forcing, Surface Radiative Properties, Albedo, Emissivity, Cloud Properties, Cloud Fraction, Cloud Optical Depth/Thickness, Skin Temperature, Skin Temperature, Sea Surface Skin Temperature | ||
| Analysis of long-term dynamic changes of subglacial lakes in the Recovery Ice Stream, Antarctica | Feng, Tiantian, Dong, Hui, Chen, Yangyang, Hao, Tong | Bathymetry, Bed Elevation, Firn Air Content, Glacier/Ice Sheet Thickness, Terrain Elevation, Glacier Elevation/Ice Sheet Elevation, Glacier Elevation/Ice Sheet Elevation, Ice Roughness, Glacier Elevation/Ice Sheet Elevation, Glacier Topography/Ice Sheet Topography, Ice Sheets, Reflectance | ||
| Annual irrigated cropland mapping reveals uneven expansion and rising | Tolera, Abera Misgana, Zhang, Chao, You, Nanshan, Dong, Jinwei | Reflectance, Vegetation Cover, Cropland | ||
| Annually resolved atmospheric CO2 growth rate over the past nine centuries | Zhang, Xu, Li, Jinbao, Liu, Laibao | Land Use/Land Cover Classification | ||
| Anthropogenic impacts on aggrevating fluvial hazards: a Case of nagavali river basin, india | Bandyopadhyay, Shreya, Goswami, Suparna, Ghosh, Parthasarathi, Sen, Subhajit, De, Sunil Kumar | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Arctic and Boreal Wildfires Impact Climate by Releasing Ancient Carbon and Light-Absorbing Particles | Ruppel, Meri. M., Somero, Markus, Sippula, Olli, Ihalainen, Mika, Louhisalmi, Juho, Tissari, Jarkko, Haghipour, Negar, Strom, Johan, Valiranta, Minna, Koster, Kajar, Vakkari, Ville, Jaars, Kerneels, Huang, Lin, Smittenberg, Rienk H. | Vegetation Cover, Forests, Biomass Burning, Surface Temperature, Precipitation Amount, Fire Dynamics, Fire Occurrence, Carbon, Burned Area, Biomass, Soil Moisture/Water Content, Topographic Effects | ||
| Artificial intelligence with earth observations provides continuous | Uddin, Shihab, Rajib, Adnan, Haider, M. Rezaul, Vanderhoof, Melanie, Luk Kim, I., Zhao, Lan | Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Surface Thermal Properties, Land Surface Temperature, THERMAL ANOMALIES, Burned Area, Reflectance, Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation, Evapotranspiration, Latent Heat Flux |
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| Assessing Consistency in Fuel Consumed Between Activity-Based Wildfire | Saide, P. E., Wu, Y., Arnold, M., Thapa, L. H., Soja, A., Gargulinski, E., Li, F., Wiedinmyer, C., Emmons, L. K., Tang, W., Westerling, A. L., Xu, Q., Ordway, E. M., Queally, N., Kueppers, L. | Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Vegetation Cover |
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| Assessing Debris-Flow Susceptibility at Local and Global Scales: A | Nienkotter, Andreas, Bian, Ang, Di, Baofeng, Li, Jierui, Deng, Tian | Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Vegetation Water Content, Soil Moisture/Water Content, Skin Temperature, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Plant Phenology, Vegetation Index, Plant Phenological Changes, Enhanced Vegetation Index (EVI) |
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