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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| Bulk radiativeconvective equilibrium is common over midlatitude land | Matthews, Aidan, McColl, Kaighin A., Kuang, Zhiming | 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, 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, Sea Surface Skin Temperature | ||
| Burned area trends and fire susceptibility in protected areas of Kenya: the potential rolesof human activities and climate | Muthiuru, Amos Chege, Millington, James D. A., Chan, Kristofer, Tebbs, Emma J. | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Emissivity, Land Surface Temperature | ||
| Brief communication: Updated grounding line mapping in the Amundsen Sea Embayment, Antarctica, from one day repeat Sentinel-1 SAR data | Andersen, Jonas K., Millan, Romain, Rignot, Eric, Gimenes, Lucille, Scheuchl, Bernd, Barre, Jean Baptiste, Bjrk, Anders A. | Grounding Line, Ice Velocity, Bathymetry, Bed Elevation, Firn Air Content, Glacier/Ice Sheet Thickness, Terrain Elevation | ||
| Big data fusion-driven geospatial knowledge graph construction method for sustainable smart cities | Duan, Yuxi, Liang, Maohan, Li, Yan, Gao, Ruobin, Chen, Jin, Chen, Zhong Shuo, Wang, Hua | Albedo, Anisotropy | ||
| Modern pollen analysis on peatlands across monsoonal China and its implications for reconstruction | Chen, Shu, Wang, Mengmeng, Ma, Chunmei, Tang, Tianyi, Ke, Rui, Hou, Jiaming, Zhang, Xinrong, Zheng, Zhuo, Xiao, Xiayun, Zhao, Yan, Lu, Huayu | Land Use/Land Cover, Anthropogenic/Human Influenced Ecosystems, Sustainability | ||
| Minimal impact of recent decline in C4 vegetation abundance on atmospheric carbon isotopic composition | Lavergne, Alienor, Harrison, Sandy P., Atsawawaranunt, Kamolphat, Dong, Ning, Prentice, Iain Colin | Land Use/Land Cover Classification, Vegetation Index, Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo, Reflectance, Landscape Patterns | ||
| Minimum-Time Dubins Airplane Inspection Tours with Visibility and Dwell Time Constraints | Hague, Collin, Willis, Andrew, Maity, Dipankar, Wolek, Artur | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Modeling of rainfall-runoff and flooding using HEC-HMS model through GIS | Hagras, Ali | Runoff, Soil Texture | ||
| Microspherules, meltglass, and nanoparticles from the Younger Dryas boundary layer at White Pond, USA | Moore, Christopher R., LeCompte, Malcolm A., West, Allen, Baalousha, Mohammed, Bizimis, Michael, Mallinson, David J., Brooks, Mark J., Goodyear, Albert C., Ferguson, Terry A., Mitra, Siddhartha, Lane, Chad S., Them, Theodore R., Pyne-ODonnell, Sean, Wolbach, Wendy S., Adedeji, Victor, Harris, M. Scott, Alam, Mahbub, Kletetschka, Gunther, Defant, Marc J., Martinez-Colon, Michael, Taylor, Sean G., Stone, Peter A., Abbott, Dallas H., Witwer, Timothy | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Microwave Remote Sensing and Risk Matrix Assessment for Climate Change | Fontgalland, Isabel L. M., Fontgalland, Glauco | Brightness Temperature, Surface Soil Moisture | ||
| Moisture inversions in the central Arctic: Product assessment and longwave radiative effect | Walbrol, Andreas, Crewell, Susanne, BarrientosVelasco, Carola, Chellini, Giovanni, Griesche, Hannes J., Ruckert, Janna E., Ebell, Kerstin | 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, Pressure Thickness, U/V Wind Components, Potential Vorticity, Vertical Wind Velocity/Speed, Vertical Profiles, Relative Humidity, Cloud Fraction, Geopotential Height, Ozone Profiles | ||
| Monitoring Agricultural Stress Using Multi-Sensor Satellite Data and Machine Learning Techniques | Vatkar, Shilpa, Kulkarni, Sujata | Reflectance | ||
| Monitoring Changes in Landsat Thermal Features in Urban and Non-Urban | Shi, Hua, Barber, Christopher P., Sayler, Kristi L., Smith, Kelcy, Hussain, Reza | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity, Crop/Plant Yields, Land Use Classes, Landscape Patterns, Surface Radiative Properties |
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| Model sensitivity across scales: a case study of simulating an offshore low-level jet | Hawbecker, Patrick, Lassman, William, Juliano, Timothy W., Kosovic, Branko, Haupt, Sue Ellen | Sea Surface Temperature, Geopotential Height, Altitude, Surface Temperature, Skin Temperature, Upper Air Temperature, Dew Point Temperature, Air Temperature, Cloud Top Temperature, Atmospheric Winds, Surface Winds, U/V Wind Components, Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Cloud Top Pressure, Sea Level Pressure, Surface Pressure, Specific Humidity, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds, Total Ozone, Sea Surface Topography, Vertical Profiles, Ozone Profiles, Sea Surface Temperature, Sea Surface Temperature, Sea Surface Temperature, Sea Surface Temperature, 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), Heat Flux, Heat Flux, Heat Flux, Heat Flux, Longwave Radiation, Shortwave Radiation, Water Vapor Tendency, Water Vapor Flux, Cloud Dynamics, Cloud Microphysics, Ice Fraction, Sea Surface Skin Temperature, Skin Temperature |
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| Prediction to Prevention: Comparative Machine Learning Models for Early Intervention of Dactyloctenium radulans in Australia | Asaduzzaman, Md, Mandal, Mohammad Shamim Hasan, Koetz, Eric, Rahman, Azizur, Masum, Sheikh Muhammad | Land Use/Land Cover Classification | ||
| Preliminary evaluation of remote sensing evapotranspiration models for field-scale agricultural water management in arid central Iran | Sima, Somayeh, Dehkordi, Iman Raissi, Taghikhani, Mohammadhosein, Karimi, Neamat | Reflectance | ||
| Prioritizing stream network connectivity for species conservation and | Karanasios, Panagiotis I., Schmeller, Dirk S., Lin, Yu-Pin | Reflectance | ||
| Geological regulation of nitrous oxide emission risks in rivers globally | Qi, Hongkai, Liu, Yi, Wang, Haoran, Pang, Yu, Li, Junyu, Ma, Xiao, Wu, Longjun, He, Ding, Gan, Jianping | Land Use/Land Cover Classification | ||
| Geospatial Analysis of Agrivoltaic Suitability in the Philippines | Ibanez, Jessa A., Benitez, Ian B., Principe, Jeark A. | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| Geospatially-Aware Multi-Modal Fusion for Satellite Image Manipulation Detection | Chapman, Matthew W, Tewkesbury, Andrew, Boyd, Doreen S, Obara, Boguslaw, Bhowmik, Deepayan | Land Use/Land Cover Classification | ||
| Habitat suitability of Indian muntjac (Muntiacus | Narayana, Karunya, Ashish, K., Barik, Subhadra, Kotharambath, Ramachandran, Kalle, Riddhika, Ramesh, T. | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Forest Management | ||
| Harmonizing terrestrial carbon cycle observations over CONUS NEON sites: Assessing the information contributions of multiple data constraints | Zhang, Dongchen, Li, Qianyu, Helgeson, Alexis, Serbin, Shawn P., Dietze, Michael | Root Zone Soil Moisture, Surface Soil Moisture, Plant Phenology, Enhanced Vegetation Index (EVI) | ||
| Harnessing Deep Learning for Dual Gains in S2SScale Soil Moisture Forecasting and Flash Drought Mechanisms | Yang, Guibin, Chang, Jianxia, Zhang, Lu, Kam, Jonghun, Zheng, Yi, Wang, Yimin, Guo, Aijun, Hussain, Arif, Liu, Anqi | Vegetation Index, Normalized Difference Vegetation Index (NDVI) | ||
| Heat requirement, not warming, governs the urbanrural disparity in spring phenology advancement | He, Can, Wang, Xiaoyue, Penuelas, Josep, Zhang, Xuezhen, Wu, Chaoyang | Plant Phenology, Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification, Reflectance, Albedo, Anisotropy, Shortwave Radiation | ||
| Impact of InterBasin Interactions on ENSOAssociated Hadley Circulation Adjustments | Miao, Yujie, Lian, Tao, Wang, Ya, Yu, Yueyue, Hou, Yurong, Wang, Weiqi, Li, Yadi, Tao, Weichen, Li, Xichen | 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, Atmospheric Ozone, Sea Level Pressure, Surface Pressure, U/V Wind Components, Potential Vorticity, Vertical Wind Velocity/Speed, Vertical Profiles, Upper Air Temperature, Relative Humidity, Atmospheric Water Vapor, Cloud Liquid Water/Ice, Altitude, Geopotential Height, Ozone Profiles |
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