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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| Global estimates of daily evapotranspiration using SMAP surface and root-zone soil moisture | Kim, Youngwook, Park, Hotaek, Kimball, John S., Colliander, Andreas, McCabe, Matthew F. | 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, Soil Porosity, Carbon, Organic Matter, Soil Chemistry, Soil Ph, Water Table, Vegetation Cover, Soil Classification, Geomorphic Landforms/Processes, Land Use/Land Cover Classification, Soil Bulk Density, Soil Classification, Soil Color, Soil Depth, Soil Horizons/Profile, Soil Structure, Drainage, Soil Texture, Terrain Elevation, Surface Soil Moisture, Freeze/Thaw |
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| Exceptional Scarp Preservation in SW Namibia Reveals Geological Controls | Muir, R. A., Whitehead, B. A., New, T., Stevens, V., Macey, P. H., Groenewald, C. A., Salomon, G., Kahle, B., Hollingsworth, J., Sloan, R. A. | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Exchange of plankton, pollutants, and particles across the nearshore region | Moulton, Melissa, Suanda, Sutara H., Garwood, Jessica C., Kumar, Nirnimesh, Fewings, Melanie R., Pringle, James M. | Boundaries, Population, Terrain Elevation, Climate Adaptation | ||
| Experimental study on the effect of dust particle deposition on photovoltaic performance of urban buildings | Xie, Jun, Zhao, Bingzi, Zhang, Hang, Fu, Zheng, Yang, Tianhua, Li, Rundong | 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 | ||
| Extrapolation of canopy height and cover metrics of GEDI LiDAR in tropical montane forest ecosystem | Geremew, Tenaw, Gonsamo, Alemu, Zewdie, Worku, Pellikka, Petri | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, LIDAR WAVEFORM, Terrain Elevation | ||
| Extensive global wetland loss over the past three centuries | Fluet-Chouinard, Etienne, Stocker, Benjamin D., Zhang, Zhen, Malhotra, Avni, Melton, Joe R., Poulter, Benjamin, Kaplan, Jed O., Goldewijk, Kees Klein, Siebert, Stefan, Minayeva, Tatiana, Hugelius, Gustaf, Joosten, Hans, Barthelmes, Alexandra, Prigent, Catherine, Aires, Filipe, Hoyt, Alison M., Davidson, Nick, Finlayson, C. Max, Lehner, Bernhard, Jackson, Robert B., McIntyre, Peter B. | Rivers/Streams, Hydropattern, Terrain Elevation | ||
| Extracting a Connected River Network from DEM by Incorporating Surface River Occurrence Data and Sentinel-2 Imagery in the Danjiangkou Reservoir Area | Lu, Lijie, Wang, Lihui, Yang, Qichi, Zhao, Pengcheng, Du, Yun, Xiao, Fei, Ling, Feng | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| First validation of GEDI canopy heights in African savannas | Li, Xiaoxuan, Wessels, Konrad, Armston, John, Hancock, Steven, Mathieu, Renaud, Main, Russell, Naidoo, Laven, Erasmus, Barend, Scholes, Robert | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Topography, Canopy Characteristics, Digital Elevation/Terrain Model (DEM), Lidar, LIDAR WAVEFORM | ||
| Evaluating the skills of the CMIP5 global climate models using multicriteria decision-making analysis in Ethiopia | Tesfaye, Endalkachew, Abate, Brook, Alemayehu, Taye, Dile, Yihun | 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 | ||
| Evaluation of Copernicus DEM and Comparison to the DEM Used for Landsat Collection-2 Processing | Franks, Shannon, Rengarajan, Rajagopalan | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Evaluating aerial net gunning and chemical immobilisation for capture of invasive sambar deer (Rusa unicolor) and red deer (Cervus elaphus) in alpine ... | McCarthy, Eliane D., Hampton, Jordan O., Hunt, Rob, Williams, Stuart, Eccles, Grant, Newsome, Thomas M. | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Evaluating the Efficacy of Different DEMs for Application in Flood Frequency and Risk Mapping of the Indian Coastal River Basin | Gangani, Parth, Mangukiya, Nikunj K., Mehta, Darshan J., Muttil, Nitin, Rathnayake, Upaka | 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 | ||
| Evaluating the impact of the Central Chile Mega Drought on debris cover, broadband albedo, and surface drainage system of a Dry Andes glacier | Podgorski, Julian, Petlicki, Micha, Fernandez, Alfonso, Urrutia, Roberto, Kinnard, Christophe | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Evaluation of vertical accuracy of open access DEMs across different physiographic regions and river basins of Nepal | Karki, Saroj, Acharya, Suchana, Gautam, Ashok Raj | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Evaluation of snow depth retrievals from ICESat-2 using airborne laser-scanning data | Deschamps-Berger, Cesar, Gascoin, Simon, Shean, David, Besso, Hannah, Guiot, Ambroise, Lopez-Moreno, Juan Ignacio | Digital Elevation/Terrain Model (DEM), Snow Depth, Glacier Elevation/Ice Sheet Elevation, Albedo, Snow Cover | ||
| Evaluation of soil-vegetation interaction effects on water fluxes revealed by the proxy of model parameter combinations | Lotz, Tom, Sun, Zhandong, Xue, Bin | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Exploring high-resolution near-surface CO concentrations based on Himawari-8 top-of-atmosphere radiation data: Assessing the distribution of city-level CO hotspots ... | Chen, Bin, Hu, Jiashun, Song, Zhihao, Zhou, Xingzhao, Zhao, Lin, Wang, Yixuan, Chen, Ruming, Ren, Yuxiang | Atmospheric Carbon Monoxide, Carbon Monoxide, Atmospheric Ozone, Population Size, Atmospheric Chemistry, Carbon And Hydrocarbon Compounds, Air Quality, Atmospheric Temperature, Surface Temperature, Atmospheric Pressure, Surface Pressure, Atmospheric Water Vapor, Water Vapor Indicators, Water Vapor, Carbon Monoxide Profiles, Land Use/Land Cover Classification, RADAR IMAGERY, Terrain Elevation, Digital Elevation/Terrain Model (DEM) |
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| Evaluation of a finite element formulation for the shallow water equations with numerical smoothing in the Gulf of San Jorge | Mandelman, Ivan, Ferrari, Mariano A., Fernandez, Damian 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 | ||
| Evaluating nutrient balances, soil carbon trends, and management options to support long-term soil productivity in smallholder crop-livestock systems | Nyamasoka-Magonziwa, Blessing, Vanek, Steven J., Paustian, Keith, Ojiem, John O., Fonte, Steven J. | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Evaluation of Horizontal Single-Axis Solar Tracker Algorithms in Terms | Munoz, Ildefonso, Guinda, Adrian, Olivares, Gregorio, Diaz, Sara, GraciaAmillo, Ana M., Casajus, Luis | 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 | ||
| Estimating aboveground biomass density using hybrid statistical inference with GEDI lidar data and Paraguay's national forest inventory | Bullock, Eric L, Healey, Sean P, Yang, Zhiqiang, Acosta, Regino, Villalba, Hermelinda, Insfran, Katherin Patricia, Melo, Joana B, Wilson, Sylvia, Duncanson, Laura, Nsset, Erik, Armston, John, Saarela, Svetlana, Stahl, Goran, Patterson, Paul L, Dubayah, Ralph | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation, Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM | ||
| Enhancing the Accuracy of Boresight Calibration with Coplanarity | Guo, Ran, Wang, Yueming | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Ensemble precipitation estimates based on an assessment of 21 gridded precipitation datasets to improve precipitation estimations across Madagascar | Ollivier, Camille C., Carriere, Simon D., Heath, Thomas, Olioso, Albert, Rabefitia, Zo, Rakoto, Heritiana, Oudin, Ludovic, Satge, Frederic | 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, Total Surface Precipitation Rate, 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, Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation, Snow Depth, Snow Melt, Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI), Rain, Precipitation Amount, Snow |
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| Enhanced glacial lake activity threatens numerous communities and | Zhang, Taigang, Wang, Weicai, An, Baosheng, Wei, Lele | Digital Elevation/Terrain Model (DEM) | ||
| Environmental spaces for palsas and peat plateaus are disappearing at a circumpolar scale | Leppiniemi, Oona, Karjalainen, Olli, Aalto, Juha, Luoto, Miska, Hjort, Jan | Landscape Processes, Permafrost, Carbon, Periglacial Processes, Topography |