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 |
|---|---|---|---|---|
| Mapping potentially groundwater-dependent vegetation in the Mediterranean biome using global geodata targeting site conditions and vegetation ... | El-Hokayem, Leonard, De Vita, Pantaleone, Usman, Muhammad, Link, Andreas, Conrad, Christopher | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Evapotranspiration, Photosynthesis, Primary Production, Stratigraphic Sequence, Digital Elevation/Terrain Model (DEM), Soil Depth, Sediments | ||
| Measuring glacier mass changes from space-a review | Berthier, Etienne, Floriciou, Dana, Gardner, Alex S, Gourmelen, Noel, Jakob, Livia, Paul, Frank, Treichler, Desiree, Wouters, Bert, Belart, Joaquin M C, Dehecq, Amaury, Dussaillant, Ines, Hugonnet, Romain, Kaab, Andreas, Krieger, Lukas, Palsson, Finnur, Zemp, Michael | Glacier Elevation/Ice Sheet Elevation, Glacier Topography/Ice Sheet Topography, Ice Roughness, Ice Sheets, Reflectance, Sea Surface Height, Sea Surface Slope, Surface Roughness, Terrain Elevation | ||
| Measuring Understory Fire Effects from Space: Canopy Change in Response | East, Alyson, Hansen, Andrew, Armenteras, Dolors, Jantz, Patrick, Roberts, David W. | Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Lidar, Forest Composition/Vegetation Structure, Digital Elevation/Terrain Model (DEM), Canopy Characteristics | ||
| Mass Movement Hazard and Exposure in the Himalaya | Dubey, Saket, Sattar, Ashim, Goyal, Manish Kumar, Allen, Simon, Frey, Holger, Haritashya, Umesh K., Huggel, Christian | Population Estimates, Socioeconomics, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Maps of active layer thickness in northern Alaska by upscaling P-band polarimetric synthetic aperture radar retrievals | Whitcomb, Jane, Chen, Richard, Clewley, Daniel, Kimball, John S, Pastick, Neal J, Yi, Yonghong, Moghaddam, Mahta | Forests, Vegetation, Methane, Atmospheric Carbon Dioxide, Permafrost, Alpine/Tundra, Soil Moisture/Water Content, Surface Roughness, Soil Depth, Active Layer, Permafrost, Permafrost, PERMAFROST MELT, Permafrost, Active Layer, Permafrost | ||
| Implementing landscape genetics in molecular epidemiology to determine drivers of vectorborne disease: A malaria case study | Hubbard, Alfred, HemmingSchroeder, Elizabeth, Machani, Maxwell Gesuge, Afrane, Yaw, Yan, Guiyun, Lo, Eugenia, Janies, Daniel | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity, Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| Indicator Based Approach and Geospatial Technology for Coastal Vulnerability Assessment along Chennai District Coast, Tamil Nadu State, India | Dwivedi, Chandra Shekhar, Singh, Swarnima, Pandey, Arvind Chandra, Basheer Ahammed, K. K., Mitra, Debashis | 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 | ||
| Inferring alpha, beta, and gamma plant diversity across biomes with GEDI spaceborne lidar | Hakkenberg, C R, Atkins, J W, Brodie, J F, Burns, P, Cushman, S, Jantz, P, Kaszta, Z, Quinn, C A, Rose, M D, Goetz, S J | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation | ||
| Integration of Sentinel-1/2 and topographic attributes to predict the spatial distribution of soil texture fractions in some agricultural soils of western Iran | Azizi, Kamran, Garosi, Younes, Ayoubi, Shamsollah, Tajik, Samaneh | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Influence of vegetation height, plant area index and forest intactness on SMOS L-VOD, for different seasons and latitude ranges | Vittucci, Cristina, Guerriero, Leila, Ferrazzoli, Paolo | Topography, Canopy Characteristics, Digital Elevation/Terrain Model (DEM), Lidar, LIDAR WAVEFORM, Vegetation Cover, VIEWING GEOMETRY, Terrain Elevation, Vegetation Height | ||
| Influence of spatial heterogeneity on landslide susceptibility in the transboundary area of the Himalayas | Sun, Haiqing, Li, Weiyue, Scaioni, Marco, Fu, Jing, Guo, Xin, Gao, Jun | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Knowledge coproduction to improve assessments of nature's contributions | Vallet, Ameline, Locatelli, Bruno, ValdiviaDiaz, Merelyn, Quispe Conde, Yesica, Matencio Garcia, Gerardina, Ramos Criales, Alejandrina, Valverde Huamannahui, Francisca, Ramos Criales, Santusa, Makowski, David, Lavorel, Sandra | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Learnings from rapid response efforts to remotely detect landslides triggered by the August 2021 Nippes earthquake and Tropical Storm Grace in Haiti | Amatya, Pukar, Scheip, Corey, Deprez, Aline, Malet, Jean-Philippe, Slaughter, Stephen L., Handwerger, Alexander L., Emberson, Robert, Kirschbaum, Dalia, Jean-Baptiste, Julien, Huang, Mong-Han, Clark, Marin K., Zekkos, Dimitrios, Huang, Jhih-Rou, Pacini, Fabrizio, Boissier, Enguerran | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain | ||
| Methane emissions from Arctic landscapes during 20002015: an analysis with land and lake biogeochemistry models | Liu, Xiangyu, Zhuang, Qianlai | Landscape Processes, Permafrost, Carbon, Periglacial Processes, Topography | ||
| Methane emissions from land and aquatic ecosystems in Western Siberia: An analysis with methane biogeochemistry models | Xi, Xuan, Zhuang, Qianlai, Kim, Seungbum, Zhang, Zhen | Landscape Processes, Permafrost, Carbon, Periglacial Processes, Topography | ||
| Microbial Community Structures in Family Anaerobic Digesters Reveal | Gough, Heidi L., Kargol, Abigail, Beck, David A.C., Therrien, Benjamin G., Dahal, Bed Mani, Marsolek, Michael D. | 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 | ||
| Modeling atmosphereland interactions at a rainforest sitea case study using Amazon Tall Tower Observatory (ATTO) measurements and reanalysis data | Schmitt, Amelie U., Ament, Felix, de Araujo, Alessandro C., Sa, Marta, Teixeira, Paulo | 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, Precipitation Amount, Snow, Rain |
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| Decreasing elevational gradient in peak photosynthesis timing on the Tibetan Plateau | Liu, Yongwen, Ding, Jinzhi, Li, Peilin, Zhang, Rongrong, Zhao, Jingxue, Dorji, Tsechoe | 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, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Deep learning and data fusion to estimate surface soil moisture from | Singh, Abhilash, Gaurav, Kumar | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Defining Optimal Location of Constructed Wetlands in Vojvodina, Serbia | Antic, Sanja, Benka, Pavel, Blagojevic, Bosko, Santrac, Nikola, Salvai, Andrea, Stajic, Milica, Zemunac, Rados, Bezdan, Jovana | RADAR IMAGERY, Terrain Elevation, Digital Elevation/Terrain Model (DEM) | ||
| Deriving Water Channel Masks and Overbank Flow In Coastal Wetlands Using Rapid-Repeat SAR | Varugu, Bhuvan K., Jones, Cathleen E. | Salt Marsh, Terrain Elevation, Estuary, Inundation, Wetlands | ||
| Deforestation strengthens environmental filtering and competitive exclusion in Neotropical streams and rivers | Cantera, Isabel, Jezequel, Celine, Dejean, Tony, Murienne, Jerome, Vigouroux, Regis, Valentini, Alice, Brosse, Sebastien | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Demonstrating environmental impacts on the sound structure of languages: Challenges and solutions | Maddieson, Ian, Benedict, Karl | Digital Elevation/Terrain Model (DEM), Climate Adaptation, Discharge, Soil Depth, Biomass, Soil Moisture/Water Content, Albedo, Leaf Characteristics, Photosynthetically Active Radiation, Carbon, Respiration Rate, Atmospheric Water Vapor, Runoff, Forest Yields, Forests | ||
| 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) | ||
| From field observations to temporally dynamic soil surface roughness retrievals in the US Corn Belt | Walker, Victoria A., Wallace, Vivian, Yildirim, Enes, Eichinger, William E., Cosh, Michael H., Hornbuckle, Brian K. | Digital Elevation/Terrain Model (DEM), Land Use/Land Cover Classification, Normalized Difference Vegetation Index (NDVI), Soil Classification, Soil Texture, Surface Roughness, Brightness Temperature, Soil Moisture/Water Content |