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 Topography Data
List of peer-reviewed publications that cite using Topography data.
Filters
| Title | Year Sort ascending | Author | Topic | Dataset |
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| Multi-modal, interrelated navigation in migratory birds: A data mining | Moayedi, Ali, Long, Jed A., Kolzsch, Andrea, Kruckenberg, Helmut, Benitez-Paez, Fernando, Demsar, Urska | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Multi-Sensor Fusion and Machine Learning for Forest Age Mapping in Southeastern Tibet | Chi, Zelong, Xu, Kaipeng | Photosynthesis, Primary Production, Vegetation Productivity, Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps, Biomass, Forests, Grasslands, Alpine/Tundra | ||
| Multi-Source and Multitemporal Urban and Rural Settlement Mapping Under | Li, Xiaopeng, Zhou, Guangsheng, Zhou, Li, Lv, Xiaomin, He, Xiaohui, Tian, Zhihui | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| Multi-Source Data Fusion and Ensemble Learning for Canopy Height | Li, Yinhang, Zhou, Xiang, Lv, Tingting, Tao, Zui, Zhang, Hongming, Cao, Weijia | Forests, Canopy Characteristics, Terrain Elevation, Forest Composition/Vegetation Structure | ||
| Multi-source remote sensing for large-scale biomass estimation in | Contreras, Francisco, Cayuela, Maria L., Sanchez-Monedero, Miguel A., Perez-Cutillas, Pedro | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, Reflectance | ||
| Multi-Year Ice Dynamics at Kge Bugt Central Glacier Controlled by Bed | Picton, H. J., Nienow, P. W. | Radar Backscatter, Glacier Extent, Ice Velocity, Bathymetry, Bed Elevation, Glacier/Ice Sheet Thickness, Terrain Elevation | ||
| Multifidelity uncertainty quantification for ice sheet simulations | Aretz, Nicole, Gunzburger, Max, Morlighem, Mathieu, Willcox, Karen | Ice Velocity, Bathymetry, Bed Elevation, Glacier/Ice Sheet Thickness, Terrain Elevation | ||
| Multimodal deep learning enables forest height mapping from patchy | Chen, Man, Dong, Wenquan, Yu, Hao, Woodhouse, Iain H., Ryan, Casey M., Liu, Haoyu, Georgiou, Selena, Mitchard, Edward T.A. | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| Predicting Freeze-Thaw States in Alaska Permafrost Landscapes using | Ahajjam, A., Soaper, M., Chance, R., Chandler, J., Pasch, T. | 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, Geopotential Height, Altitude, Surface Temperature, Upper Air Temperature, Dew Point Temperature, Cloud Top Temperature, Atmospheric Winds, Surface Winds, Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Cloud Top Pressure, Sea Level Pressure, Surface Pressure, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds, Total Ozone, 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), Brightness Temperature, Transition Direction |
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| Predicting Persistent Forest Fire Refugia Using Machine Learning Models | Christ, Sven, Kraaij, Tineke, Geldenhuys, Coert J., de Klerk, Helen M. | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Post-Little Ice Age Equilibrium-Line Altitude and Temperature Changes in | Tielidze, Levan G., Mackintosh, Andrew N., Gavashelishvili, Alexander, Gadrani, Lela, Nadaraia, Akaki, Elashvili, Mikheil | 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 | ||
| Prediction of Net Longwave Radiation and Turbulent Fluxes Using Remote-Sensing-Derived Net Shortwave Radiation for Different Land Cover Types | Wang, Jingwen, Lu, Lei, Zhou, Xiaoming, Huang, Guanghui, Chen, Zihan | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Reflectance, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Precipitation prediction over the upper Indus Basin from large-scale circulation patterns using Gaussian processes | Tazi, Kenza, Orr, Andrew, Hosking, J. Scott, Turner, Richard E. | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Provenance study of sequan porcelain bowls from two shipwrecks near Nanri Island, Fujian, China | Chen, Zhitao, Yang, Zelin, Gan, Caichao, Liu, Qiucheng, Xu, Wenpeng | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Quality evaluation of the precipitation over the tropical oceans in the JRA3Q reanalysis | Harada, Yayoi, Kobayashi, Shinya, Kosaka, Yuki, Chiba, Jotaro, Tanaka, Taichu Y. | 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 | ||
| Quantifying the time-varying period and time lag features of groundwater | Yin, Xiaoran, Shu, Longcang, Wang, Zhe, Li, Yuxi, Zhou, Long, Lv, Chao, Li, Shuang, Liu, Bo, Lu, Chengpeng | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), 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, Precipitation, Precipitation Amount |
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| Quantifying spatial and vertical variations in soil C:N relationships in permafrost-affected landscapes | Minai, Joshua O., Jastrow, Julie D., Matamala, Roser, Ping, Chien-Lu, Michaelson, Gary J., Jelinski, Nicolas A. | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Quantifying the contribution of mesoscale eddies to global internal wavedriven turbulent mixing | Chen, Yongqiang, Liu, Chuanyu, Wang, Fan, Kohl, Armin, Huang, Rui Xin | 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 | ||
| Systematic assessment of nonlinear soil behavior at KiK-net sites in Japan: Thresholds and controlling site factors | Loviknes, Karina, Bergamo, Paolo, Fah, Donat, Cotton, Fabrice | Stratigraphic Sequence, Digital Elevation/Terrain Model (DEM), Soil Depth, Sediments | ||
| Surface Rupture from an Aftershock: Remote Observations from the January 2024 Wushi (Aykol), China, Earthquakes | Thompson Jobe, Jessica A., Hanagan, Catherine E., Hatem, Alexandra E., Barnhart, William D., Goldberg, Dara E., Yeck, William L. | Digital Elevation/Terrain Model (DEM) | ||
| The 8 September 2023 High Atlas, Morocco, Earthquake: Fault Geometry and Seismic Image of the Source Zone | Timoulali, Youssef, Akoglu, Ahmet M., Meghraoui, Mustapha | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Terracing can reduce cropland water erosion in China by over 50% at present and under future climate change | Cao, Bowen, Yu, Le, Li, Wei, Ciais, Philippe, Panagos, Panos, Borrelli, Pasquale, Naipal, Victoria, Wei, Wei, Jiao, Yuanmei, Xie, Yun, Fu, Bojie, Gong, Peng | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| State of the art and for remote sensing monitoring of carbon dynamics in African tropical forests | Bossy, Thomas, Ciais, Philippe, Renaudineau, Solene, Wan, Liang, Ygorra, Bertrand, Adam, Elhadi, Barbier, Nicolas, Bauters, Marijn, Delbart, Nicolas, Frappart, Frederic, Gara, Tawanda Winmore, Hamunyela, Eliakim, Ifo, Suspense Averti, Jaffrain, Gabriel, Maisongrande, Philippe, Mugabowindekwe, Maurice, Mugiraneza, Theodomir, Normandin, Cassandra, Obame, Conan Vassily, Peaucelle, Marc, Pinet, Camille, Ploton, Pierre, Sagang, Le Bienfaiteur, Schwartz, Martin, Sollier, Valentine, Sonke, Bonaventure, Tresson, Paul, De Truchis, Aurelien, Vo Quang, An, Wigneron, Jean-Pierre | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, Terrestrial Ecosystems, LIDAR WAVEFORM, Biomass | ||
| Statewide Forest Canopy Cover Mapping of Florida Using Synergistic | Schlickmann, Monique Bohora, Bueno, Inacio Thomaz, Valle, Denis, Hammond, William M., Prichard, Susan J., Hudak, Andrew T., Klauberg, Carine, Karasinski, Mauro Alessandro, Brock, Kody Melissa, Rocha, Kleydson Diego, Xia, Jinyi, Vieira Leite, Rodrigo, Higuchi, Pedro, da Silva, Ana Carolina, Maximo da Silva, Gabriel, Cova, Gina R., Silva, Carlos Alberto | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| Subaqueous evidence of the last glacial maximum and its termination in southern Patagonia | Fedotova, Anastasia, Magnani, Maria Beatrice | RADAR IMAGERY, Terrain Elevation, Digital Elevation/Terrain Model (DEM) |