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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| DB3V: A Dialect Dominated Dataset of Bird Vocalisation for Cross-corpus | Jing, Xin, Zhang, Luyang, Xie, Jiangjian, Gebhard, Alexander, Baird, Alice, Schuller, Bjorn | Boundaries, Population, Terrain Elevation, Climate Adaptation | ||
| Estimation of Freshwater Discharge from the Gulf of Alaska Drainage | Xin, Peng, Shi, Muqing, Mitsudera, Humio, Shiraiwa, Takayuki | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Estimation of Understory Fine Dead Fuel Moisture Content in Subtropical Forests of Southern China Based on Landsat Images | Li, Zhengjie, Wu, Zhiwei, Zhu, Shihao, Hou, Xiang, Li, Shun | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| Evaluating and locating a suitable bedrock drilling site near zhongshan station with airborne and ground-based observations | Li, Yanjun, Cui, Xiangbin, Qiao, Gang, Li, Lin, Lang, Shinan | Glacier Elevation/Ice Sheet Elevation, Ice Depth/Thickness, Ice Depth/Thickness, Sea Ice Elevation, Terrain Elevation, Bed Elevation | ||
| EVALUATING URBAN BIODIVERSITY: EFFECTIVENESS OF CITIZEN SCIENCE DRIVEN | Buhrs, Malte, Zepp, Harald, Schmitt, Thomas | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height | ||
| Evaluating Source, Scale Risk, and Corrosion Risk of the Produced Water Samples from the Appalachian Basin Based on a Geochemical Database | Dai, Zhaoyi, Zhang, Jiahe, Yuan, Huiying, Liu, Huanyu, Zhang, Kui, Xie, Shucheng | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Evaluating Daytime and Nighttime Land Surface Temperature Pattern and Trends in India: A Comparative Analysis of Satellite and Reanalysis Data | Rani, Seema, Singh, Subhash, Purohit, Sanju | Land Use/Land Cover Classification, 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, Tropopause, Surface Pressure, Upper Air Temperature, Total Precipitable Water, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Sea Surface Temperature, Skin Temperature, Carbon Monoxide, Geopotential Height, Humidity, Water Vapor Profiles, Cloud Liquid Water/Ice, Outgoing Longwave Radiation, Methane, Atmospheric Ozone |
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| Evaluating L-band InSAR snow water equivalent retrievals with repeat | Bonnell, Randall, McGrath, Daniel, Tarricone, Jack, Marshall, Hans-Peter, Bump, Ella, Duncan, Caroline, Kampf, Stephanie, Lou, Yunling, Olsen-Mikitowicz, Alex, Sears, Megan, Williams, Keith, Zeller, Lucas, Zheng, Yang | Digital Elevation/Terrain Model (DEM), Snow Density, Snow Depth, Snow Water Equivalent, Two-Way Travel Time, Liquid Water Content, Snow Density, Snow Depth, Snow Grain Size, Snow/Ice Temperature, Snow Stratigraphy, Snow Water Equivalent | ||
| Improving Pluvial Flood Simulations with Multi-source DEM Super-Resolution | Zhu, Yue, Burlando, Paolo, Tan, Puay Yok, Gei, Christian, Fatichi, Simone | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Improving post-fire GEDI canopy height accuracy and canopy height | Chou, Tsung-Chi, Zhu, Xuan, Reef, Ruth | Canopy Characteristics, Vegetation Cover, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation, Lidar, Topography, Vegetation Height | ||
| Impacts of land-use change on biospheric carbon: an oriented benchmark using ORCHIDEE land surface model | Dinh, Thi Lan Anh, Goll, Daniel, Ciais, Philippe, Lauerwald, Ronny | Vegetation Index, Evergreen Vegetation, Dominant Species, Deciduous Vegetation, Carbon, Biomass, Forests, Ecosystem Functions, Precipitation Amount, Cloud Frequency, Evaporation, Air Temperature, Solar Radiation, Longwave Radiation, Forest Management, Vegetation Species, Land Management, Soil Moisture/Water Content, Soil Texture, Terrain Elevation, Soil Classification | ||
| Evaluation of Ecological Environment Quality and Analysis of Influencing | Gan, Xintian, Du, Xiaochu, Duan, Chengjun, Peng, Linhan | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| Evaluation of flood exposure in anthropic environments applied to different areas in the region of Bucaramanga, Colombia | Valencia Ortiz, Joaquin Andres, Martinez-Grana, Antonio Miguel | 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 GEDI footprint level biomass models in Southern African Savannas using airborne LiDAR and field measurements | Li, Xiaoxuan, Wessels, Konrad, Armston, John, Duncanson, Laura, Urbazaev, Mikhail, Naidoo, Laven, Mathieu, Renaud, Main, Russell | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, Digital Elevation/Terrain Model (DEM), LIDAR WAVEFORM, VIEWING GEOMETRY, Terrain Elevation, Evergreen Vegetation, Deciduous Vegetation, Biomass, Shrubland/Scrub, Forests, Grasslands | ||
| Heterogeneous Basal Thermal Conditions Underpinning the Adelie-George V | Dawson, Eliza J., Schroeder, Dustin M., Chu, Winnie, Mantelli, Elisa, Seroussi, Helene | Ice Velocity, PHASE AND AMPLITUDE, Return Power, Bathymetry, Bed Elevation, Firn Air Content, Glacier/Ice Sheet Thickness, Terrain Elevation | ||
| Investigation of the atmospheric boundary layer characteristics over a high altitude station in North East India using measurements and reanalysis datasets | Gogoi, Manasi, Borgohain, Arup, Kundu, Shyam S., Sharma, Som, Kundu, Arundhati, Bhuyan, Pradip K., Kiran Kumar, N. V. P., Barman, Nilamoni, Aggarwal, S. P. | 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 | ||
| Investigating agricultural drought in Northern Italy through explainable | Xue, Chenli, Ghirardelli, Aurora, Chen, Jianping, Tarolli, Paolo | Land Surface Temperature, Emissivity, Evapotranspiration, Latent Heat Flux, Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| INVESTIGATING LIQUID SOURCES ON ARCTIC SEA ICE AND THEIR EFFECT IN | Merkouriadi, Ioanna, Rinne, Eero, Sallila, Heidi | 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 | ||
| Investigating the Association of Seasonal Dynamics in GEDI Canopy Cover Profiles and Sentinel-1 Backscatter in Temperate Forests | Liu, Xiao, Forkel, Matthias, Kranz, Johanna | Canopy Characteristics, Vegetation Cover, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation, Lidar, Topography, Vegetation Height | ||
| Isotopic composition of convective rainfall in the inland tropics of Brazil | dos Santos, Vinicius, Gastmans, Didier, Duran-Quesada, Ana Maria, Sanchez-Murillo, Ricardo, Rozanski, Kazimierz, Kracht, Oliver, de Assis Quintao, Demilson | Carbon Monoxide, Geopotential Height, Tropopause, Methane, Atmospheric Ozone, Surface Pressure, Outgoing Longwave Radiation, Air Temperature, Upper Air Temperature, Humidity, Total Precipitable Water, Water Vapor, Water Vapor Profiles, Cloud Liquid Water/Ice, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Skin Temperature, Sea Surface Temperature, Heat Flux, Skin Temperature, Specific Humidity, 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 |
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| Isotopic study of honey documents widespread plant uptake of old carbon in North America | Varga, Tamas, Sajtos, Zsofi, Baranyai, Edina, Lisztes-Szabo, Zsuzsa, Ragyak, Agota, Molnar, Mihaly, Jull, A.J. Timothy, Szabo, Szilard, Kosdi, Krisztina Hajdune, Futo, Istvan, Kaste, James M. | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Introducing MapSWAT: An open source QGIS plugin integrated with Google Earth Engine for efficiently generating ready-to-use SWAT+ input maps. | Lopez-Ballesteros, Adrian, Srinivasan, Raghavan, Senent-Aparicio, Javier | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| Inventory of shallow landslides triggered by extreme precipitation in July 2023 in Beijing, China | Ma, Hao, Wang, Fawu | 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 | ||
| Machine learning-based assessment of regional-scale variation of | Das, Raja, Tien, Pham Van, Wegmann, Karl W., Chakraborty, Madhumita | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| Magnitude of and Hydroclimatic Controls on CO<sub>2</sub> and | Chen, Shuai, Ran, Lishan, Zhong, Jun, Liu, Boyi, Yang, Xiankun, Yang, Ping, Tian, Mingyang, Yang, Qianqian, Li, SiLiang, Yan, Zhifeng, Fang, Nufang | Population Density, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps |