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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| Impacts of Degradation on Water, Energy, and Carbon Cycling of the | Longo, Marcos, Saatchi, Sassan, Keller, Michael, Bowman, Kevin, Ferraz, Antonio, Moorcroft, Paul R., Morton, Douglas C., Bonal, Damien, Brando, Paulo, Burban, Benoit, Derroire, Geraldine, dosSantos, Maiza N., Meyer, Victoria, Saleska, Scott, Trumbore, Susan, Vincent, Gregoire | 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), Atmospheric Radiation, Radiative Flux, Radiative Forcing, Surface Radiative Properties, Albedo, Emissivity, Cloud Properties, Cloud Fraction, Cloud Optical Depth/Thickness, Skin Temperature, Skin Temperature, Sea Surface Skin Temperature, Geopotential Height, Altitude, Surface 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, 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, Lidar, Forest Composition/Vegetation Structure, Digital Elevation/Terrain Model (DEM), Canopy Characteristics |
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| Increased water yield and altered water partitioning follow wildfire in | Blount, Kyle, Ruybal, Christopher J., Franz, Kristie J., Hogue, Terri S. | Stratigraphic Sequence, Digital Elevation/Terrain Model (DEM), Soil Depth, Sediments | ||
| Land use change in four landscapes in the Peruvian Amazon | M., Marcus, V.H., Gutierrez-Velez, P., Cronkleton | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Wetlands, Land Use/Land Cover Classification, Inundation | ||
| Land-use changes in the periurban interface: Hydrologic consequences on a flatland-watershed scale | Delgado, Maria Isabel, Carol, Eleonora, Casco, Maria Adela | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Landform pattern recognition and classification for predicting soil types of the Uasin Gishu Plateau, Kenya | Ngunjiri, Mercy W., Libohova, Zamir, Owens, Phillip R., Schulze, Darrell G. | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Landforms of the lower Hushe Valley (Central Karakoram, Pakistan) | Zabaleta, Ane, Alvarez, Irantzu, Aranburu, Arantza, Izagirre, Enaut, Uriarte, Jesus A., Morales, Tomas, Antiguedad, Inaki | Digital Elevation/Terrain Model (DEM) | ||
| Landsat 8 TIRS-derived relative temperature and thermal heterogeneity predict winter bird species richness patterns across the conterminous United States | Elsen, Paul R., Farwell, Laura S., Pidgeon, Anna M., Radeloff, Volker C. | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Land suitability assessment for agriculture using analytical hierarchy process and weighted overlay analysis in ArcGIS ModelBuilder | Tiwari, Ayush, Ajmera, Sunil | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Land suitability for energy crops under scenarios of climate change and land-use | Cronin, Jennifer, Zabel, Florian, Dessens, Olivier, Anandarajah, Gabrial | Stratigraphic Sequence, Digital Elevation/Terrain Model (DEM), Soil Depth, Sediments | ||
| Land surface emissivity retrieval from multiple vegetation indicesa comparative study over India | Kodimalar, T., Vidhya, R., Eswar, R. | Land Surface Temperature, Emissivity, Vegetation Index, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Normalized Difference Vegetation Index (NDVI) | ||
| Land surface phenology in the highland pastures of montane Central Asia: Interactions with snow cover seasonality and terrain characteristics | Tomaszewska, Monika A., Nguyen, Lan H., Henebry, Geoffrey M. | Land Surface Temperature, Emissivity, RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) |
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| Late Pleistocene eruptive recurrence in the post-collisional Mt. Hasan stratovolcanic complex (Central Anatolia) revealed by zircon double-dating | Friedrichs, Bjarne, Atc, Gokhan, Danisik, Martin, Atakay, Evren, Cobankaya, Mehmet, Harvey, Janet C., Yurteri, Esra, Schmitt, Axel K. | 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, RADAR IMAGERY, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Large-scale influences on atmospheric riverinduced extreme precipitation events along the coast of Washington State | Collow, Allison B. Marquardt, Mersiovsky, Haiden, Bosilovich, Michael G. | Heat Flux, Heat Flux, Heat Flux, Heat Flux, Longwave Radiation, Longwave Radiation, Shortwave Radiation, Shortwave Radiation, Water Vapor Tendency, Water Vapor Flux, Cloud Dynamics, Cloud Microphysics, Snow/Ice, Precipitation, Atmospheric Ozone, 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, Oxygen Compounds, Boundary Layer Winds, Total Ozone, Water Vapor, Precipitation Rate, 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 |
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| Landscape Vegetation Productivity Influences Population Dynamics of Key | Toukem, Nadia K., Yusuf, Abdullahi A., Dubois, Thomas, Abdel-Rahman, Elfatih M., Adan, Marian Salim, Mohamed, Samira A. | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Landslide susceptibility mapping in three Upazilas of Rangamati hill district Bangladesh: application and comparison of GIS-based machine learning methods | Rabby, Yasin Wahid, Hossain, Md Belal, Abedin, Joynal | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Landslide susceptibility zoning in a catchment of Zagros Mountains using fuzzy logic and GIS | Baharvand, Siamak, Rahnamarad, Jafar, Soori, Salman, Saadatkhah, Nader | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Large scale assessment of free global DEMs through the Google Earth Engine platform | Ravanelli, Roberta, Nascetti, Andrea, Crespi, Mattia | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, RADAR IMAGERY | ||
| Probabilistic Numerical Modeling of Compound Flooding Caused by Tropical | Zhang, Ying, Najafi, Mohammad Reza | Total Surface Precipitation Rate, 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, Precipitation, Precipitation Amount, Snow, Rain |
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| Processing and analysis of ASTER and Landsat 8 scenes to aid in geological mappingA case study of murchison greenstone belt area, South Africa | Thomas, Abraham | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Albedo, Reflectance | ||
| Production and Transport of Supraglacial Debris: Insights From | Scherler, D., Egholm, D. L. | Emissivity, Land Surface Temperature, Vegetation Index, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Normalized Difference Vegetation Index (NDVI) | ||
| Seasonal habitat use and activity patterns of blood pheasant Ithaginis cruentusbe in the presence of free-ranging livestock | Fan, Fan, Bu, Hongliang, McShea, William J., Shen, Xiaoli, Li, Binbin V., Li, Sheng | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Search and recovery of aircraft parts in ice-sheet crevasse fields using airborne and in situ geophysical sensors | Mankoff, Kenneth D., van As, Dirk, Lines, Austin, Bording, Thue, Elliott, Joshua, Kraghede, Rune, Cantalloube, Hubert, Oriot, Helene, Dubois-Fernandez, Pascale, Ruault du Plessis, Olivier, Christiansen, Anders Vest, Auken, Esben, Hansen, Karina, Colgan, William, Karlsson, Nanna B. | Ice Velocity, Bathymetry, Bed Elevation, Glacier/Ice Sheet Thickness, Terrain Elevation | ||
| Risk Factors for Malaria Infection and Seropositivity in the Elimination | Ashton, Ruth A., Joseph, Vena, van den Hoogen, Lotus L., Tetteh, Kevin K. A., Stresman, Gillian, Worges, Matt, Druetz, Thomas, Chang, Michelle A., Rogier, Eric, Lemoine, Jean Frantz, Drakeley, Chris, Eisele, Thomas P. | RADAR IMAGERY, Terrain Elevation, Digital Elevation/Terrain Model (DEM) | ||
| Rapid flood and damage mapping using synthetic aperture radar in response to Typhoon Hagibis, Japan | Tay, Cheryl W. J., Yun, Sang-Ho, Chin, Shi Tong, Bhardwaj, Alok, Jung, Jungkyo, Hill, Emma M. | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Rapid Reconfiguration of the Greenland Ice Sheet Coastal Margin | Moon, Twila A., Gardner, Alex S., Csatho, Beata, Parmuzin, Ivan, Fahnestock, Mark A. | Glacier Elevation/Ice Sheet Elevation, Ice Roughness, Glacier Elevation/Ice Sheet Elevation, Glacier Topography/Ice Sheet Topography, Ice Sheets, Reflectance, Sea Surface Height, Sea Surface Slope, Surface Roughness, Terrain Elevation, Ice Velocity, Glacier Extent |