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.
Filters
| Title | Year Sort ascending | Author | Topic | Dataset |
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| Refining satellite laser altimetry geolocation through full-waveform radiative transfer modeling and matching | Mkaouar, Ameni, Shean, David, Yin, Tiangyang, Neigh, Christopher S.R., Leite, Rodrigo Vieira, Montesano, Paul M., Kallel, Abdelaziz, Gastellu-Etchegorry, Jean-Phillipe | Canopy Characteristics, Vegetation Cover, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation, Lidar, Topography, Vegetation Height | ||
| Recent Variability in Fracture Characteristics and Ice Flow of Thwaites | Wang, Shujie, Alexander, Patrick M., Alley, Richard B., Huang, Zhengrui, Parizek, Byron R., Willet, Amanda G., Anandakrishnan, Sridhar | Glacier Elevation/Ice Sheet Elevation, Glacier Thickness/Ice Sheet Thickness, Terrain Elevation, Grounding Line, Freeboard, RADAR IMAGERY, Sea Ice Elevation, Sea Ice Elevation, Bathymetry, Bed Elevation, Firn Air Content, Glacier/Ice Sheet Thickness |
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| Reconstruction of Effective Cross-Sections from DEMs and Water Surface | Rezende, Isadora, Fatras, Christophe, Oubanas, Hind, Gejadze, Igor, Malaterre, Pierre-Olivier, Pena-Luque, Santiago, Domeneghetti, Alessio | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Reconstruction of forest change in highland Thailand: Evidence of anthropogenic disturbance, agriculture, and ecological restoration | Sattraburut, Thunyapat, Vongvassana, Sirasit, Phutthai, Thamarat, Thasod, Yupa | 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 | ||
| Reconstruction of understory terrain based on machine learning combined | Xu, Weifeng, Li, Jun, Peng, Dailiang, Wen, Di | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height | ||
| Changes in GEDI-based measures of forest structure after large | Clark, Matthew L., Hakkenberg, Christopher R., Bailey, Tim, Burns, Patrick, Goetz, Scott J. | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM | ||
| Carbon emissions from fires in Eastern Siberian larch forests | Delcourt, Clement J. F., Rogers, Brendan M., Akhmetzyanov, Linar, Izbicki, Brian, Scholten, Rebecca C., Shestakova, Tatiana A., van Wees, Dave, Mack, Michelle C., SassKlaassen, Ute, Veraverbeke, Sander | Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Forest Management, Land Surface Temperature, THERMAL ANOMALIES, Vegetation Cover, Forests, Surface Temperature, Precipitation Amount, Fire Dynamics, Carbon, Biomass, Soil Moisture/Water Content, Topographic Effects | ||
| Catchment Attributes and MEteorology for Large-Sample SPATially | Knoben, Wouter J. M., Thebault, Cyril, Keshavarz, Kasra, Torres-Rojas, Laura, Chaney, Nathaniel W., Pietroniro, Alain, Clark, Martyn P. | Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Stratigraphic Sequence, Digital Elevation/Terrain Model (DEM), Soil Depth, Sediments, Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation |
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| Causes, consequences and implications of the 2023 landslide-induced Lake Rasac glacial lake outburst flood (GLOF), Cordillera Huayhuash, Peru | Emmer, Adam, Vilca, Oscar, Salazar Checa, Cesar, Li, Sihan, Cook, Simon, Pummer, Elena, Hrebrina, Jan, Haeberli, Wilfried | 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 | ||
| Determination of emissivity profiles using a Bayesian data-driven approach | Sgheri, Luca, Sgattoni, Cristina, Zugarini, Chiara | Land Use/Land Cover Classification, Emissivity, Land Surface Temperature, Vegetation Index, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Normalized Difference Vegetation Index (NDVI) | ||
| Determination of Fractional Vegetation Cover Threshold Based on the Integrated SynergySupply Capacity of Ecosystem Services | Liu, Zehui, Bi, Huaxing, Zhao, Danyang, Guan, Ning, Wang, Ning, Song, Yilin | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| Developing a Spatial Soil Database with Environmental Variables: Experience of the Republic of Bashkortostan | Suleymanov, A. R. | Stratigraphic Sequence, Digital Elevation/Terrain Model (DEM), Soil Depth, Sediments | ||
| Development of a standard classification system for climate crisis adaptation information: Part-III. Detailed structure and usability enhancement | Seo, Do Hyun, Oh, Yunyeong, Yoo, Young Jae, Jin, HyungAh, Jeong, Si Won, Jeon, Seong Woo, Kim, JiYeon, Roh, Soon-A, Baek, Jiwon, Lee, Daegyun, Lee, Jong-chun | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Development of daily downscaled, bias-corrected CMIP6 climate datasets for estimating reference evapotranspiration (ETo) in South Asia | Saha, Aniruddha, Jain, Manoj Kumar, Joshi, Pranita, Das, Subhankar, Rawat, Naimesh Singh | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Climate and habitat types drive avian communities of the Anatolian Diagonal | Gurol, Ilgn Ertan, Ambarl, Didem, Zeydanl, Ugur | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Climate Change Accelerates Microbial Biomass Accumulation in Soils | Zhang, Shihang, Zhang, Xin, Bai, Edith, Guo, Xing, Zhou, Xiaobing, Zhu, Bo, Zhang, Yuanming, Kuzyakov, Yakov | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Climate change and flood susceptibility in Bocas del Toro, Panama: A multi-criteria spatial analysis approach | Petiangma, Dereck Mbeh, Singh, Gerald G., Quesada-Roman, Adolfo, Hidalgo, Hugo, Blake, Sandra, Gonzalez, Alison, McFarlin, Aurelio, Collin, Rachel | 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 | ||
| Climate change impacts on groundwater: a growing challenge for water resources sustainability in Brazil | Hirata, Ricardo, Goodarzi, Leila, Rorig, Fernando Schuh, Alves, Lincoln Muniz, Bertolo, Reginaldo | Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux, Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| China's annual forest age dataset at a 30 m spatial resolution from 1986 | Shang, Rong, Lin, Xudong, Chen, Jing M., Liang, Yunjian, Fang, Keyan, Xu, Mingzhu, Yan, Yulin, Ju, Weimin, Yu, Guirui, He, Nianpeng, Xu, Li, Liu, Liangyun, Li, Jing, Li, Wang, Zhai, Jun, Hu, Zhongmin | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height | ||
| Climate change mitigation through woodland caribou (Rangifer tarandus) habitat restoration in British Columbia | Maltman, James C, Coops, Nicholas C, Rickbeil, Gregory J M, Hermosilla, Txomin, Burton, A Cole | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Climate Change Risk to Giant Panda Populations: Insights From Changes in Both Habitat Area and Bioclimatic Velocity | Ning, Lehua, Yu, Shulin, Wang, Pan, Li, Renqiang, Zhu, Di, Zhang, Jingyong | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| Characterizing the vertical variability of canopy structure from space: | Satapathy, Trupti, Dutta, Debsunder | Canopy Characteristics, Vegetation Cover, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation, Lidar, Topography, Vegetation Height | ||
| Channel head morphometry in the precipitation gradient from semi-arid to arid climates | Paczkowska, Eliza, Kijowska-Strugaa, Magorzata, Prokop, Pawe, Wiejaczka, ukasz, Lekah, Judith | 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 | ||
| Classification of Climate-Driven Geomorphic Provinces Using Supervised | Ozmen, Hasan Burak, Pekkan, Emrah | 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 | ||
| Characterizing dynamics of built-up height in China from 2005 to 2020 | Chen, Peimin, Huang, Huabing, Qin, Peng, Liu, Xiangjiang, Wu, Zhenbang, Zhao, Feng, Liu, Chong, Wang, Jie, Li, Zhan, Cheng, Xiao, Gong, Peng | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height |