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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| Farmers perceptions and spatial statistical modeling of most systematic LULC transitionsDrivers and livelihood implications in Awash Basin, Ethiopia | Damtew, Addisu, Teferi, Ermias, Ongoma, Victor | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Granularity of digital elevation model and optimal level of detail in small-scale cartographic relief presentation | Samsonov, Timofey | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| GREB-ISM v1. 0: A coupled ice sheet model for the Globally Resolved Energy Balance model for global simulations on timescales of 100 kyr | Xie, Zhiang, Dommenget, Dietmar, McCormack, Felicity S., Mackintosh, Andrew N. | Ice Velocity, Bathymetry, Bed Elevation, Firn Air Content, Glacier/Ice Sheet Thickness, Terrain Elevation | ||
| Green space dynamics in response to rapid urbanizationPatterns, transformations and topographic influence in Chattogram City, Bangladesh | Siddique, Sumaiya, Uddin, Md. Mahin | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Greening or browning? The macro variation and drivers of different | Wang, Huihui, Zhan, Jinyan, Wang, Chao, Liu, Wei, Yang, Zheng, Liu, Huizi, Bai, Chunyue | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| Ice velocity and thickness of the worlds glaciers | Millan, Romain, Mouginot, Jeremie, Rabatel, Antoine, Morlighem, Mathieu | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Surface Water Features | ||
| Icedynamical glacier evolution modelingA review | Zekollari, H., Huss, M., Farinotti, D., Lhermitte, S. | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| How well do global snow products characterize snow storage in High Mountain Asia? | Liu, Yufei, Fang, Yiwen, Li, Dongyue, Margulis, Steven A. | 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, Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, 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, Liquid Precipitation, Albedo, Snow Depth, Snow Water Equivalent, Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Infiltration, Soil Infiltration, 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), Geopotential Height, Altitude, Upper Air Temperature, Dew Point Temperature, Cloud Top Temperature, Atmospheric Winds, Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Cloud Top Pressure, Sea Level Pressure, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds, Total Ozone |
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| Identification of Unstable Glacier Flow in the Western Tibetan Plateau and Karakoram Using Machine Learning | Zhu, Q. H., Ke, C. Q., Li, H. L., Yu, X. N. | REFLECTED INFRARED, THERMAL INFRARED, VISIBLE IMAGERY, Topographical Relief Maps, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Visible Radiance, Infrared Radiance | ||
| Hydrological mass balance study of Siachen glacier, East Karakoram | Negi, H S, Gusain, H S, Dhahiya, Tamanna, Kumar, Anant | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Snow Cover | ||
| HydroSat: geometric quantities of the global water cycle from geodetic satellites | Tourian, Mohammad J., Elmi, Omid, Shafaghi, Yasin, Behnia, Sajedeh, Saemian, Peyman, Schlesinger, Ron, Sneeuw, Nico | Reflectance, RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Human-dominated land use change in a phosphate mining area and its impact on the water environment | Zhang, Jing, Liu, Mingliang, Song, Yongyu | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Human-Influenced Air Pollution Decrease Index (HIAPDI): A new approach to determine the human impact on the drop in NO2 air pollution due to total lockdown | Kovacs, Kamill Daniel | 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, 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 10), PARTICULATE MATTER (PM 1.0) | ||
| Hybrid deep learning models for mapping surface NO2 across China: One | Liu, Xinyi, Li, Chunyuan, Liu, Dongren, Grieneisen, Michael L., Yang, Fumo, Chen, Chao, Zhan, Yu | 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 | ||
| Identifying Meteorologic and Oceanic Conditions Contributing to a Unique Phytoplankton Bloom Occurrence in Micronesia during October 2013 | Acker, James, Hunzinger, Alexis, Kuring, Norman | 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, Heat Flux, Water Vapor, Precipitation Rate, Snow/Ice, Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds, Wind Speed, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, Potential Vorticity, Vertical Profiles, Relative Humidity, Ozone Profiles |
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| Hydrogeochemical evaluation of groundwater and surface water interactions in alluvial plain, Southeastern Brazil | Santos Correa, Waldilene, Yoshinaga Pereira, Sueli, Bernardes Ayer, Joaquim Ernesto, Brum Pereira, Paulo Ricardo | 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 | ||
| High resolution luminescence chronology of coastal dune deposits near Chumphon, Western Gulf of Thailand | Miocic, Johannes M., Sah, Ritu, Chawchai, Sakonvan, Surakiatchai, Peerasit, Choowong, Montri, Preusser, Frank | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| High spatial and temporal variability in Antarctic ice discharge linked to ice shelf buttressing and bed geometry | Miles, Bertie W. J., Stokes, Chris R., Jamieson, Stewart S. R., Jordan, Jim R., Gudmundsson, G. Hilmar, Jenkins, Adrian | Ice Velocity, Grounding Line, Basins, Coastline, Ice Shelves, Bathymetry, Bed Elevation, Firn Air Content, Glacier/Ice Sheet Thickness, Terrain Elevation |
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| Historical Plant Records Enlighten the Conservation Efforts of Ferns and Lycophytes' Diversity in Tropical China | Chen, Ke, Khine, Phyo Kay, Yang, Zongbao, Schneider, Harald | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| High-resolution imaging of supraglacial hydrological features on the Greenland Ice Sheet with NASA's Airborne Topographic Mapper (ATM) instrument suite | Studinger, Michael, Manizade, Serdar S., Linkswiler, Matthew A., Yungel, James K. | Albedo, Snow/Ice Temperature, Surface Melt, Water Vapor, Ice Temperature, Glacier Elevation/Ice Sheet Elevation, Sensor Counts, VISIBLE IMAGERY, Bathymetry, Bed Elevation, Glacier/Ice Sheet Thickness, Terrain Elevation |
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| Holocene sedimentary history of South Danamandra Lake: a peatland in west of Istanbul, Catalca Peninsula, NW Turkey | MAKAROGLU, OZLEM, KUCUKDEMIRCI, MELDA, KARLIOGLU, NURGUL, ACAR, DURSUN, GUREL, ALI, DAGDEVIREN, RUYA YILMAZ, YAKUPOGLU, NURETTIN, SABUNCU, ASEN, ALTUN, DAMLA SAHIN, KARAOZ, MUSTAFA OMER, CAGATAY, MEMET NAMIK | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| HORAYZON v1. 2: an efficient and flexible ray-tracing algorithm to compute horizon and sky view factor | Steger, Christian R., Steger, Benjamin, Schar, Christoph | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| Hourly rainfall data from rain gauge networks and weather radar up to 2020 across the Hawaiian Islands | Huang, Yu-Fen, Gayte, Maxime, Tsang, Yinphan, Longman, Ryan J., Nugent, Alison D., Kodama, Kevin, Lucas, Mathew P., Giambelluca, Thomas W. | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Exploring mineralization zones using remote sensing and aeromagnetic data, West Allaqi Area, Eastern-Desert, Egypt | ElGalladi, Ahmed, Araffa, Sultan, Mekkawi, Mahmoud, Abd-AlHai, Mahmoud | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Experience of constructing digital elevation models with unmanned aerial vehicles | Kholodkov, K. I., Ivanov, S. D., Aleshin, I. M., Perederin, F. V., Koryagin, V. N., Kholodkov, I. N., Aleshin, M. I., Matveev, M. A., Morozov, Yu. A. | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps |