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.
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| Title | Year Sort ascending | Author | Topic | Dataset |
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| Tectonostratigraphic evolution and significance of the Afar Depression | Rime, Valentin, Foubert, Anneleen, Ruch, Joel, Kidane, Tesfaye | 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 | ||
| Application of satellite remote sensing data and random forest approach to estimate ground-level PM2.5 concentration in Northern region of Thailand | Wongnakae, Pimchanok, Chitchum, Pakkapong, Sripramong, Rungduen, Phosri, Arthit | 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 | ||
| Improving NASA's Earth Satellite and Model Data Discoverability for Interdisciplinary Research, Applications, and Education | Liu, Zhong, Shie, Chung-Lin, Shen, Suhung, Acker, James, Li, Angela, Wei, Jennifer C., Meyer, David J. | 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 | ||
| On the Interplay between Desert Dust and Meteorology Based on WRF-Chem Simulations and Remote Sensing Observations in the Mediterranean Basin | Rizza, Umberto, Avolio, Elenio, Morichetti, Mauro, Di Liberto, Luca, Bellini, Annachiara, Barnaba, Francesca, Virgili, Simone, Passerini, Giorgio, Mancinelli, Enrico | 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 | ||
| Mapping marine habitats in the Gulf of Guinea: A contribution to the future establishment of Marine Protected Areas in Principe Island | Cosme De Esteban, Marcial, Haroun, Ricardo, Tuya, Fernando, Abreu, Antonio Domingos, Otero-Ferrer, Francisco | 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 | ||
| Aedes aegypti in Southern Brazil: Spatiotemporal Distribution Dynamics and Association with Climate and Environmental Factors | de Oliveira, Joice Guilherme, Netto, Sergio Antonio, Francisco, Edenilson Osinski, Vieira, Caroline Pereira, Variza, Paula Fassicolo, Iser, Betine Pinto Moehlecke, Lima-Camara, Tamara Nunes, Lorenz, Camila, Prophiro, Josiane Somariva | 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, Tropopause, Surface Pressure, Upper Air Temperature, Total Precipitable Water, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Sea Surface Temperature, Skin Temperature, Carbon Monoxide, Geopotential Height, Humidity, Water Vapor Profiles, Cloud Liquid Water/Ice, Outgoing Longwave Radiation, Methane, Atmospheric Ozone |
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| Validation and calibration of aerosol optical depth and classification of aerosol types based on multi-source data over China | Wang, Jing, Liu, Yusi, Chen, Li, Liu, Yaxin, Mi, Ke, Gao, Shuang, Mao, Jian, Zhang, Hui, Sun, Yanling, Ma, Zhenxing | 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, 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 | ||
| Variation of AIRS-Retrieved CO2 over Uttarakhand, India, During 20102017 | Singh, Abhinay, Pandey, Chhavi P., Nandan, Hemwati, Semwal, Prapti | 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, Tropopause, Surface Pressure, Upper Air Temperature, Total Precipitable Water, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Sea Surface Temperature, Skin Temperature, Carbon Monoxide, Geopotential Height, Humidity, Water Vapor Profiles, Cloud Liquid Water/Ice, Outgoing Longwave Radiation, Methane, Atmospheric Ozone, Surface Temperature, Atmospheric Winds, Surface Winds, Atmospheric Pressure, Sea Level Pressure, Atmospheric Water Vapor, Oxygen Compounds, Altitude, Boundary Layer Winds, Dew Point Temperature, Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Sea Level Pressure, Atmospheric Carbon Dioxide, Absorption, Radiative Forcing |
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| Trends and Variability of PM2. 5 at Different Time Scales over Delhi: Long-term Analysis 2007-2021 | Chetna, ., Dhaka, Surendra K., Longiany, Gagandeep, Panwar, Vivek, Kumar, Vinay, Malik, Shristy, Rao, A.S., Singh, Narendra, Dimri, A.P., Matsumi, Yutaka, Nakayama, Tomoki, Hayashida, Sachiko | 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 | ||
| Role of Snowfall Versus Air Temperatures for Greenland Ice Sheet MeltAlbedo Feedbacks | Ryan, J. C., Medley, B., Stevens, C. M., Sutterley, T. C., Siegfried, M. R. | 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, 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 | ||
| Antarctic Sedimentary Basins and Their Influence on Ice-Sheet Dynamics | Aitken, A. R. A., Li, L., Kulessa, B., Schroeder, D., Jordan, T. A., Whittaker, J. M., Anandakrishnan, S., Dawson, E. J., Wiens, D. A., Eisen, O., Siegert, M. J. | Bathymetry, Bed Elevation, Firn Air Content, Glacier/Ice Sheet Thickness, Terrain Elevation | ||
| Assessing controls on ice dynamics at Crane Glacier, Antarctic | Aberle, Rainey, Enderlin, Ellyn M., Marshall, Hans-Peter, Kopera, Michal, Meehan, Tate G. | Bathymetry, Bed Elevation, Firn Air Content, Glacier/Ice Sheet Thickness, Terrain Elevation | ||
| Assessing the potential for ice flow piracy between the Totten and | McCormack, Felicity S., Roberts, Jason L., Kulessa, Bernd, Aitken, Alan, Dow, Christine F., Bird, Lawrence, Galton-Fenzi, Benjamin K., Hochmuth, Katharina, Jones, Richard S., Mackintosh, Andrew N., McArthur, Koi | Ice Velocity, Bathymetry, Bed Elevation, Firn Air Content, Glacier/Ice Sheet Thickness, Terrain Elevation | ||
| Aeromagnetic expression of the central Nagssugtoqidian Orogen, South-East Greenland | Drenth, Benjamin J., Heincke, Bjorn H., Kokfelt, Thomas F. | Bathymetry, Bed Elevation, Glacier/Ice Sheet Thickness, Terrain Elevation | ||
| An Appraisal of Atmospheric Correction and Inversion Algorithms for Mapping High-resolution Bathymetry over Coral Reef Waters | Huang, Yuye, Yang, Hongqiang, Tang, Shilin, Liu, Yongming, Liu, Yupeng | Terrain Elevation | ||
| Analysis and Correction of Water Forward-Scattering-Induced Bathymetric Bias for Spaceborne Photon-Counting Lidar | Yang, Jian, Ma, Yue, Zheng, Huiying, Gu, Yuanfei, Zhou, Hui, Li, Song | Terrain Elevation | ||
| A hybrid deep neural operator/finite element method for ice-sheet modeling | He, QiZhi, Perego, Mauro, Howard, Amanda A., Karniadakis, George Em, Stinis, Panos | Bathymetry, Bed Elevation, Glacier/Ice Sheet Thickness, Terrain Elevation | ||
| A Multi-Level Auto-Adaptive Noise-Filtering Algorithm for Land ICESat-2 Photon-Counting Data | Liu, Jun, Liu, Jingyun, Xie, Huan, Ye, Dan, Li, Peinan | Terrain Elevation, Vegetation Height | ||
| A thicker Antarctic ice stream during the mid-Pliocene warm period | Mas e Braga, Martim, Jones, Richard S., Bernales, Jorge, Andersen, Jane Lund, Fredin, Ola, Morlighem, Mathieu, Koester, Alexandria J., Lifton, Nathaniel A., Harbor, Jonathan M., Suganuma, Yusuke, Glasser, Neil F., Rogozhina, Irina, Stroeven, Arjen P. | Ice Velocity, Bathymetry, Bed Elevation, Firn Air Content, Glacier/Ice Sheet Thickness, Terrain Elevation | ||
| A comparison of vertical accuracy of global DEMs and DEMs produced by GEDI, ICESat-2 | Narin, Omer Gokberk, Gullu, Mevlut | Terrain Elevation, Vegetation Height | ||
| A continent-wide detailed geological map dataset of Antarctica | Cox, Simon C., Smith Lyttle, Belinda, Elkind, Samuel, Smith Siddoway, Christine, Morin, Paul, Capponi, Giovanni, Abu-Alam, Tamer, Ballinger, Matilda, Bamber, Lauren, Kitchener, Brett, Lelli, Luigi, Mawson, Jasmine, Millikin, Alexie, Dal Seno, Nicola, Whitburn, Louis, White, Tristan, Burton-Johnson, Alex, Crispini, Laura, Elliot, David, Elvevold, Synnve, Goodge, John, Halpin, Jacqueline, Jacobs, Joachim, Martin, Adam P., Mikhalsky, Eugene, Morgan, Fraser, Scadden, Phil, Smellie, John, Wilson, Gary | Bathymetry, Bed Elevation, Firn Air Content, Glacier/Ice Sheet Thickness, Terrain Elevation | ||
| A first syntaxonomic description of the vegetation of the Karstveld in Namibia | Strohbach, Ben J., Strohbach, Marianne M. | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Stage-Slope-Discharge Relationships Upstream of River Confluences | Liu, Jun, BauerGottwein, Peter, Frias, Monica Coppo, Musaeus, Aske Folkmann, Christoffersen, Linda, Jiang, Liguang | Terrain Elevation, Surface Water Processes/Measurements | ||
| Stagnant ice and age modelling in the Dome C region, Antarctica | Chung, Ailsa, Parrenin, Frederic, Steinhage, Daniel, Mulvaney, Robert, Martin, Carlos, Cavitte, Marie G. P., Lilien, David A., Helm, Veit, Taylor, Drew, Gogineni, Prasad, Ritz, Catherine, Frezzotti, Massimo, O'Neill, Charles, Miller, Heinrich, Dahl-Jensen, Dorthe, Eisen, Olaf | Bathymetry, Bed Elevation, Firn Air Content, Glacier/Ice Sheet Thickness, Terrain Elevation | ||
| Analysing the relationship between drought and soil erosion using vegetation health index and RUSLE models in Godavari middle sub-basin, India | Masroor, Md, Sajjad, Haroon, Rehman, Sufia, Singh, Roshani, Hibjur Rahaman, Md, Sahana, Mehebub, Ahmed, Raihan, Avtar, Ram | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Emissivity, Land Surface Temperature, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) |