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.
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| Title | Year Sort ascending | Author | Topic | Dataset |
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| Family imprint reveals basin-wide patterns of Amazon forest embolism resistance | Tavares, Julia Valentim, Gloor, Emanuel, Silva, Thiago S. F., Oliveira, Rafael S., Coelho de Souza, Fernanda, Signori-Muller, Caroline, Diniz, Francisco Carvalho, Pereira, Luciano, Acosta, Martin, Gilpin, Martin, Marca Zevallos, Manuel J., Salas Yupayccana, Carlos A., Perez-Mullisaca, Flor M., Jancoski, Halina, Scalon, Marina Correa, Schwantes Marimon, Beatriz, Marimon Junior, Ben Hur, Malhi, Yadvinder, Oliveras Menor, Imma, Rowland, Lucy, Meir, Patrick, Bittencourt, Paulo, Carlos Lola da Costa, Antonio, Santos, Joao Antonio R., Teixeira de Oliveira, Renata, Esquivel-Muelbert, Adriane, Alvarez-Davila, Esteban, Alexiades, Miguel N., de Oliveira, Edmar Almeida, Andrade, Ana, Aragao, Luiz, Araujo-Murakami, Alejandro, Arroyo, Luzmila, Aymard, Gerardo, Barroso, Jorcely G., Bonal, Damien, Brienen, Roel, Ceron, Carlos, Camargo, Jose Luis, Silva, Richarlly, Castro, Wendeson, Chave, Jerome, Comiskey, James, Daly, Douglas C., Derroire, Geraldine, Disney, Mathias, Dourdain, Aurelie, Fauset, Sophie, Feldpausch, Ted, Flores Llampazo, Gerardo, Herault, Bruno, Hernandez, Lionel, Higuchi, Niro, Honorio Coronado, Euridice N., Jimenez-Rojas, Eliana, Kalamandeen, Michelle, Laurance, Susan, Laurance, William, Lewis, Simon, Lima, Antonio S., Monteagudo-Mendoza, Abel, Morandi, Paulo, NunezVargas, Percy, Neill, David, Palacios, Walter, Parada Gutierrez, Alexander, Pardo-Molina, Guido, Penuela-Mora, Maria Cristina, Pitman, Nigel, Rojas, Rocio, Prieto, Adriana, Rejou-Mechain, Maxime, Ramirez-Angulo, Hirma, Cerruto Ribeiro, Sabina, Ruokolainen, Kalle, Salomao, Rafael P., Serrano, Julio, Sierra, Rodrigo, Ruschel, Ademir R., Silveira, Marcos, ter Steege, Hans, Terborgh, John, Valenzuela Gamarra, Luis, Vasquez Martinez, Rodolfo, Vieira, Ima, Vilanova Torre, Emilio, Vos, Vincent A., Wang, Ophelia, Young, Kenneth, Muscarella, Robert, Dexter, Kyle G., Baker, Timothy R., Phillips, Oliver L., Mencuccini, Maurizio, Galbraith, David | Wetlands, Land Use/Land Cover Classification, Inundation | ||
| Fault Stability Assessment in Tectonically Active Geothermal Fields Through Integrated Stress Analysis | Rizzo, Roberto Emanuele, Keir, Derek, Muluneh, Ameha, Gubrandsson, Snorri, Healy, David, Sani, Federico, Corti, Giacomo, Vannucchi, Paola | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| Global habitat hotspots and extinction vulnerability of terrestrial vertebrates | Wu, Zhaoning, Wang, Jiechen, Liu, Yunzhi, Wang, Zhenkang, Xu, Ziyi | Land Use/Land Cover, Anthropogenic/Human Influenced Ecosystems | ||
| Global Hydroclimatic Controls on Multithread River Dynamics | Zhao, Feifei, Ganti, Vamsi, Chadwick, Austin, Greenberg, Evan, McLeod, Jonah, Liu, Yinxue, Slater, Louise, FoufoulaGeorgiou, Efi | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| Global uncertainty assessment of vegetation indices from NASA's | Zhou, Qiang, Neigh, Christopher S.R., Ju, Junchang, Wooten, Margaret, Zhu, Zhe, Miura, Tomoaki, Campbell, Petya K.E., Sridhar, Madhu K., Baker, Bradley W., Leite, Rodrigo V. | Reflectance, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Global retrieval of harmonized microwave land surface emissivity | Hu, Jiheng, Li, Rui, Zhang, Peng, Wang, Yu, Wu, Shengli, Letu, Husi, Weng, Fuzhong | Precipitation, Rain, Precipitation Amount, Precipitation Rate, Snow, Atmospheric Water Vapor, Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Brightness Temperature, Snow Cover |
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| Global risk pooling mitigates financial risk from drought in hydropower-dependent countries | Cuppari, Rosa Isabella, Pavelsky, Tamlin M., Characklis, Gregory W. | Snow Cover, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Emissivity, Land Surface Temperature, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain |
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| Global near real-time 500 m 10 d FPAR dataset from MODIS and VIIRS for operational agricultural monitoring and crop yield forecasting | Seguini, Lorenzo, Klisch, Anja, Meroni, Michele, Vrieling, Anton, Manfron, Giacinto, Atzberger, Clement, Rembold, Felix | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification |
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| Global pandemic reshaped urban expansion: insights into the policy and spatial expansion pattern in global 400+ cities | Sun, Lingyu, Wu, Chen, Li, Jialu, Du, Bo, Zhang, Liangpei | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| Global Mercury Emissions from Open Biomass Burning Estimated Using a Mass-Balance Approach | Shen, Yuzhe, Chen, Long, Wang, Danyu, Chen, Qinzheng, Zhou, Qi, Huang, Ye, Du, Wei, Chen, Yuanchen, Yang, Yi | Biomass, Forests, Grasslands, Alpine/Tundra, Plant Phenology, Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover | ||
| GPP-net: a robust high-resolution GPP estimation network for Sentinel-2 using only surface reflectance and photosynthetically active radiation | Wang, Shaoyu, Ryu, Youngryel, Dechant, Benjamin, Zhang, Helin, Feng, Huaize, Lee, Jeongho, Choi, Changhyun | Reflectance | ||
| Ice-patch collapse and early-warning implications from a Himalayan flash flood: emerging cryo-hydrological hazards under deglaciation | Dandabathula, Giribabu, Ghatage, Omkar Shashikant, Roy, Subham, Bera, Apurba Kumar, Srivastav, Sushil Kumar | Digital Elevation/Terrain Model (DEM) | ||
| Ice-resistant breakwater rock sizing at Elim, Alaska | Engel, Chandler, Morriss, Blaine | Reflectance | ||
| ICESat-2 Photon-Counting Lidar for 3D Ocean Observation: A Comprehensive Review of Algorithms, Applications, and Synergistic Opportunities | CHEN, Peng, Zhang, Zhenhua, Zhang, Siqi, Pan, Delu | Coastal Bathymetry, Sea Surface Height, Terrain Elevation, Cloud Properties, Lidar Backscatter | ||
| How to identify urban heat inequity? A systematic literature review of scales, indicators, pathways, and future directions | Lin, Yue, Zeng, Hui | Land Surface Temperature, Emissivity | ||
| How to Mitigate the Effect of Observer Error When Unraveling | Klein, Jan Lukas, Stevart, Tariq, Texier, Nicolas, Boupoya, Archange, Akouangou, Eric, Kaire Darar, Rayana, Dauby, Gilles, Ikabanga, Davy Ulrich, Moussavou Bikoukou, L'hee Christ, Nguema, Diosdado, Drouet, Thomas | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| How velocity extraction from Sentinel-2A/B affects the accuracy and | Zhang, Chentong, Wang, Xianwei, Zhou, Yi | Albedo, Snow/Ice Temperature, Surface Melt, Water Vapor, Ice Velocity, Bathymetry, Bed Elevation, Glacier/Ice Sheet Thickness, Terrain Elevation | ||
| Human contributions to evapotranspiration mitigate swings in dry-to-wet year transitions | Pierrat, Zoe Amie, Gustine, Rebecca N., Boser, Anna, Ruehr, Sophie, Lee, Christine M., Reager, J. T., Cawse-Nicholson, Kerry | Normalized Difference Vegetation Index (NDVI), Plant Phenology, Enhanced Vegetation Index (EVI), Vegetation Index, Geopotential Height, Surface Pressure, Shortwave Radiation, Surface Temperature, Humidity, Convection, Surface Winds, Rain, Land Surface Temperature | ||
| Human disturbance intensity reduces drought resistance without prolonging recovery in karst forests of southwest China | Wang, Lu, Yue, Yuemin, Shi, Liang, Wang, Weiye, Cui, Jiawen, Li, Qian, Liang, Boyi, Xu, Chongyang, Liu, Hongyan, Brandt, Martin, Wang, Kelin | Emissivity, Land Surface Temperature | ||
| Hydropedological clustering: improving the representation of low | Gimeno, Fernando, Zambrano-Bigiarini, Mauricio, Alvarez-Garreton, Camila, Galleguillos, Mauricio | Reforestation, Terrestrial Ecosystems, Permafrost, Rock Glaciers, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion, Glacier Thickness/Ice Sheet Thickness, Glacier Topography/Ice Sheet Topography, Glaciers, Ice Sheets, Icebergs, Ice Deformation, Ice Depth/Thickness, Ice Edges, Ice Extent, Ice Floes, Ice Growth/Melt, Ice Roughness, Ice Temperature, Ice Types, Icebergs, Leads, Pack Ice, Polynyas, Reflectance, Sea Ice Motion, Ice Extent, Ice Growth/Melt, Ice Motion, Ice Velocity, Lake Ice, Permafrost, River Ice, Snow Cover, Landslides, Aeolian Landforms, Coastal Landforms, Fluvial Landforms, Glacial Landforms, Karst Landforms, Tectonic Landforms, Land Use/Land Cover Classification, Landscape Ecology, Landscape Patterns, Landscape Processes, Reforestation, Surface Roughness, Terrain Elevation, Topographic Effects, Barrier Islands, Beaches, Deltas, Dunes, Estuaries, Fjords, Inlets, Lagoons, Mangroves, Marshes, Rocky Coasts, Shorelines, Wind Waves, Surface Winds, Ice Deformation, Ice Depth/Thickness, Ice Edges, Ice Extent, Ice Floes, Ice Roughness, Ice Types, Icebergs, Leads, Pack Ice, Polynyas, Sea Ice Motion, Glacial Landforms, Caldera, Cinder Cone, Faults, Folds, Geyser, Graben, Horst, Lava Dome, Lava Plain, Maar, Mountains, Plateau, Ridge, Rift Valley, Tuya, Volcano, Tectonic Landforms, Earthquakes, Plate Tectonics, Volcanic Activity, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion, Glacier Topography/Ice Sheet Topography, Glaciers, Ice Sheets, Icebergs, Ice Extent, Ice Growth/Melt, Ice Motion, Ice Velocity, Lake Ice, Permafrost, River Ice | ||
| Hydrothermal thresholds govern elevational patterns of vegetation productivity and carbon use efficiency in an inland basin of the northeastern Qinghai-Tibet Plateau | Yan, Zhengxing, Cao, Shengkui, Zhang, Ripei, Wang, Jianhui, Lei, Yizhen, Hou, Yaofang, Wang, Jiang, Ding, Chenshen, Pei, Ruoying | Reflectance, Albedo, Anisotropy, Shortwave Radiation, Photosynthesis, Primary Production, Vegetation Productivity | ||
| Humans, shrublands and fires are affecting an endangered wolf population | Hipolito, Dario, Figueiredo, Ana M., Ferreira, Eduardo, Barros, Tania, Kusak, Josip, Fonseca, Carlos, Torres, Rita T. | Land Use/Land Cover, Anthropogenic/Human Influenced Ecosystems | ||
| Hurricane-triggered cascading hazards: Geomorphic responses and flood hazard dynamics in a tropical mountain region | Jimenez Donato, Yenny Alejandra, Restrepo, Carla, Ballesteros-Canovas, Juan A., Munoz-Torrero Manchado, Alberto, Avila Mora, Miguel Antonio, Catalan Armas, Michelle, Stoffel, Markus | Reforestation, Terrestrial Ecosystems, Permafrost, Rock Glaciers, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion, Glacier Thickness/Ice Sheet Thickness, Glacier Topography/Ice Sheet Topography, Glaciers, Ice Sheets, Icebergs, Ice Deformation, Ice Depth/Thickness, Ice Edges, Ice Extent, Ice Floes, Ice Growth/Melt, Ice Roughness, Ice Temperature, Ice Types, Icebergs, Leads, Pack Ice, Polynyas, Reflectance, Sea Ice Motion, Ice Extent, Ice Growth/Melt, Ice Motion, Ice Velocity, Lake Ice, Permafrost, River Ice, Snow Cover, Landslides, Aeolian Landforms, Coastal Landforms, Fluvial Landforms, Glacial Landforms, Karst Landforms, Tectonic Landforms, Land Use/Land Cover Classification, Landscape Ecology, Landscape Patterns, Landscape Processes, Reforestation, Surface Roughness, Terrain Elevation, Topographic Effects, Barrier Islands, Beaches, Deltas, Dunes, Estuaries, Fjords, Inlets, Lagoons, Mangroves, Marshes, Rocky Coasts, Shorelines, Wind Waves, Surface Winds, Ice Deformation, Ice Depth/Thickness, Ice Edges, Ice Extent, Ice Floes, Ice Roughness, Ice Types, Icebergs, Leads, Pack Ice, Polynyas, Sea Ice Motion, Glacial Landforms, Caldera, Cinder Cone, Faults, Folds, Geyser, Graben, Horst, Lava Dome, Lava Plain, Maar, Mountains, Plateau, Ridge, Rift Valley, Tuya, Volcano, Tectonic Landforms, Earthquakes, Plate Tectonics, Volcanic Activity, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion, Glacier Topography/Ice Sheet Topography, Glaciers, Ice Sheets, Icebergs, Ice Extent, Ice Growth/Melt, Ice Motion, Ice Velocity, Lake Ice, Permafrost, River Ice | ||
| Hybrid MCDMIsolation Forest approach for spatiotemporal landslide mapping | Jiang, Bingqi, Wang, Shouwu, Han, Chunhua, Meng, Jingkai, Wang, Lida | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps, Land Use/Land Cover Classification | ||
| Identifying Potential Locations for Small Reservoirs through Geospatial Hydrological Analysis Based on ASTER GDEM Data | Tarecha, Mochamad Agung, Yuniarno, Eko Mulyanto, Rachmadi, Reza Fuad | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps |