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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| Population densities of Hylobates agilis in forests with different disturbance histories in Ulu Muda Forest Reserve, Malaysia | Pang, Yi Heng, Lappan, Susan, Bartlett, Thad Q., Mohd Sah, Shahrul Anuar, N. Rosely, Nik Fadzly, Ruppert, Nadine | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Population genetic structure of wild Malayan tapirs (Tapirus indicus) in Peninsular Malaysia revealed by nine cross-species microsatellite markers | Lim, Qi Luan, Yong, Christina Seok Yien, Ng, Wei Lun, Ismail, Ahmad, Rovie-Ryan, Jeffrine J., Rosli, Norsyamimi, Inoue-Murayama, Miho, Annavi, Geetha | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Predicted impact of climate change on the distribution of the Critically Endangered golden mantella (Mantella aurantiaca) in Madagascar | Edwards, Wayne M. | Topographical Relief Maps, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Biogeochemical Cycles | ||
| Predicting adverse scenarios for a transboundary coastal aquifer system in the Atacama Desert (Peru/Chile) | Narvaez-Montoya, Christian, Torres-Martinez, Juan Antonio, Pino-Vargas, Edwin, Cabrera-Olivera, Fredy, Loge, Frank J., Mahlknecht, Jurgen | 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 | ||
| Predicting Antarctic net snow accumulation at the kilometer scale and its impact on observed height changes | Medley, B., Lenaerts, J. T. M., Dattler, M., Keenan, E., Wever, N. | 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, Glacier Elevation/Ice Sheet Elevation, Ice Roughness, Glacier Topography/Ice Sheet Topography, RADAR IMAGERY, Sea Ice Elevation, Sea Ice Elevation, Snow Cover |
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| Potential of multi-resolution satellite imagery products for scale variant topographic mapping | Gahlot, Nidhi, Prusty, G., Sam, Lydia, Dhara, Mrinmoy | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Precipitation and anthropogenic activities jointly green the ChinaMongoliaRussia economic corridor | Li, Xiang, Zhang, Xueqin, Xu, Xiaoming | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Precipitation and potential evapotranspiration determine the distribution patterns of threatened plant species in Sichuan Province, China | Li, Jiangong, Pandey, Bikram, Dakhil, Mohammed A., Khanal, Manita, Pan, Kaiwen | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Evapotranspiration, Latent Heat Flux | ||
| Predicting spatiotemporally-resolved mean air temperature over Sweden | Jin, Zhihao, Ma, Yiqun, Chu, Lingzhi, Liu, Yang, Dubrow, Robert, Chen, Kai | Land Use/Land Cover Classification, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Predicting the Forest Canopy Height from LiDAR and Multi-Sensor Data | Ghosh, Sujit M., Behera, Mukunda D., Kumar, Subham, Das, Pulakesh, Prakash, Ambadipudi J., Bhaskaran, Prasad K., Roy, Parth S., Barik, Saroj K., Jeganathan, Chockalingam, Srivastava, Prashant K., Behera, Soumit K. | LIDAR WAVEFORM, Canopy Characteristics, Terrain Elevation | ||
| Proposing an easy-to-use tool for estimating landslide dimensions using a data-driven approach | Abraham, Minu Treesa, Satyam, Neelima, Pradhan, Biswajeet, Segoni, Samuele | 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 | ||
| Tailings storage facilities flood exposure assessment using a 2D hydrodynamic model | Murillo, Gabriel Perez, McIntyre, Neil, Cohen, Raymond C. Z., Prakash, Mahesh | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Supraglacial lake expansion, intensified lake drainage frequency, and first observation of coupled lake drainage, during 19852020 at Ryder Glacier ... | Otto, Jacqueline, Holmes, Felicity A., Kirchner, Nina | Glacier Elevation/Ice Sheet Elevation, Ice Velocity, Bathymetry, Bed Elevation, Glacier/Ice Sheet Thickness, Terrain Elevation | ||
| Surface evolution and dynamics of the Kangriz glacier, western Himalaya in past 50 years | Garg, Siddhi, Shukla, Aparna, Garg, Purushottam Kumar, Yousuf, Bisma, Shukla, Uma Kant | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), REFLECTED INFRARED, THERMAL INFRARED, VISIBLE IMAGERY | ||
| Surface water temperature prediction in large-deep reservoirs using a long short-term memory model | Wang, Longfan, Xu, Bo, Zhang, Chi, Fu, Guangtao, Chen, Xiaoxian, Zheng, Yi, Zhang, Jingjie | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Temporal and Spatial Changes in Evapotranspiration and Its Potential | Ersi, Cha, Bayaer, Tubuxin, Bao, Yuhai, Bao, Yulong, Yong, Mei, Zhang, Xiang | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Evapotranspiration, Latent Heat Flux, Photosynthesis, Primary Production |
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| The Accuracy and Consistency of 3D Elevation Program Data: A Systematic Analysis | Stoker, Jason, Miller, Barry | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| TermPicks: a century of Greenland glacier terminus data for use in scientific and machine learning applications | Goliber, Sophie, Black, Taryn, Catania, Ginny, Lea, James M., Olsen, Helene, Cheng, Daniel, Bevan, Suzanne, Bjrk, Anders, Bunce, Charlie, Brough, Stephen, Carr, J. Rachel, Cowton, Tom, Gardner, Alex, Fahrner, Dominik, Hill, Emily, Joughin, Ian, Korsgaard, Niels J., Luckman, Adrian, Moon, Twila, Murray, Tavi, Sole, Andrew, Wood, Michael, Zhang, Enze | Surface Morphology, Bathymetry, Bed Elevation, Glacier/Ice Sheet Thickness, Terrain Elevation | ||
| Terrain analysis, erosion simulations, and sediment fingerprinting: a case study assessing the erosion sensitivity of agricultural catchments in the border of the ... | Dambroz, Alice P. B., Minella, Jean P. G., Tiecher, Tales, Moura-Bueno, Jean M., Evrard, Olivier, Pedron, Fabricio A., Dalmolin, Ricardo S. D., Bernardi, Felipe, Schneider, Fabio J. A., Cerdan, Olivier | 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 | ||
| Synergistic analysis of satellite, unmanned aerial vehicle, terrestrial laser scanner data and process-based modelling for understanding the dynamics and ... | Dhote, Pankaj R., Thakur, Praveen K., Chouksey, Arpit, Srivastav, S.K., Raghvendra, S., Rautela, Piyoosh, Ranjan, Rajeev, Allen, Simon, Stoffel, Markus, Bisht, Sanjay, Negi, Bhupender Singh, Aggarwal, S.P., Chauhan, Prakash | Digital Elevation/Terrain Model (DEM) | ||
| Surge dynamics of Shisper Glacier revealed by time-series correlation of optical satellite images and their utility to substantiate a generalized sliding law | Beaud, Flavien, Aati, Saif, Delaney, Ian, Adhikari, Surendra, Avouac, Jean-Philippe | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Ice Velocity | ||
| Surveying with Geomatics and R | Alves, Marcelo de Carvalho, Sanches, Luciana | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Susceptibility to wildfire in a conservation unit located in the transition region of Cerrado and Atlantic Forest Biomes, Brazil. | Lacerda, Heitor Carvalho, Faria, Andre Luiz Lopes, Torres, Fillipe Tamiozzo Pereira, Fonseca, Humberto Paiva, Soares, Wesley Oliveira, Silva, Marco Antonio Saraiva | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| Statistically enriched geospatial datasets of Brazilian municipalities for data-driven modeling | Abdalla, Livia, Augusto, Douglas A., Chame, Marcia, Dufek, Amanda S., Oliveira, Leonardo, Krempser, Eduardo | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Strong acceleration of glacier area loss in the Greater Caucasus between 2000 and 2020 | Tielidze, Levan G., Nosenko, Gennady A., Khromova, Tatiana E., Paul, Frank | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps |