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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| Integrating and diversity in conservation planning | Liang, Siqi P., Li, Binbin V., Huang, Ryan M., Pimm, Stuart L. | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Initial survey of blue ice areas for the recovery of old ice in the Sr Rondane mountains (Dronning Maud Land, East Antarctica) | Izeboud, Maaike, Legrain, Etienne, Tollenaar, Veronica, Pallandre, Francois, Grosrenaud, Nicolas, Ardoin, Lisa, Pattyn, Frank, Blard, Pierre-Henri, Gillain, Marie-Axelle, Debaille, Vinciane, Goderis, Steven, Pinto, Gabriel A., Pourkhorsandi, Hamed, Fripiat, Francois, Zekollari, Harry | Ice Velocity, Bathymetry, Bed Elevation, Firn Air Content, Glacier/Ice Sheet Thickness, Terrain Elevation | ||
| InSAR Deformation Analysis and Response Mechanism of Retrogressive Thaw Slumps in Permafrost Region of the QinghaiTibet Engineering Corridor | Chi, Yintong, He, Yi, Huo, Tianbao, Li, Hongzhe, Chen, Jian | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity, Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| Leveraging GEDI LiDAR and SRTM DSM for estimating temporal changes in tree canopy height | Ali, Yaqub, Rahman, M. Mahmudur, Hossain, Mohammad Mosharraf | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height | ||
| Leveraging Python for Comparative Hypsometric Analysis Using Different DEMs: Neotectonic Insights from the Man River Basin, Western Madhya Pradesh, India | Rathore, Ankit Kailashi, Khan, Shafia, Verma, Pramod K., Chaure, Shailesh K. | 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 | ||
| Leveraging sUAS-Sentinel-2 synergy for cross-scale mapping of canopy | Kolluru, Venkatesh, John, Ranjeet, Chen, Jiquan, Henebry, Geoffrey M., Xiao, Jingfeng, Shinde, Rajat, Kussainova, Maira, Ganzorig, Ulgiichimeg | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps, Plant Phenology, Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification | ||
| Mapping field-scale daily evapotranspiration using unbiased spatio-temporal fusion approach over heterogeneous surface | Guo, Aoxiang, Huang, Sunweiyu, Song, Lisheng, Chu, Dong, Liu, Desheng | LIDAR WAVEFORM, Canopy Characteristics, Terrain Elevation | ||
| Mapping Forest Canopy Height via Self-Attention Multisource Feature Fusion and a Blending-Based Heterogeneous Ensemble Model | Tian, Jing, Zhang, Pinghao, Dong, Pinliang, Shan, Wei, Guo, Ying, Li, Dan, Wang, Qiang, Mei, Xiaodan | Terrain Elevation, Vegetation Height | ||
| Deep learning with geographical post-processing optimization: an | Fu, Xingjian, Luo, Lei, Li, Feng, Yang, Jia, Shao, Jie, Tu, Ran, Fan, Jinhui, Luo, Zhihong, Zhang, Zhi | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| Detecting and Predicting Vegetation Transitions Based on Resilience Dynamics and Land-Cover Changes | Zhao, Xueming, Zheng, Zhaoju, Yang, Shijie, Zhao, Dan, Xu, Cong, Zeng, Yuan | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Delta-X: An airborne remote sensing framework to calibrate hydrodynamic | Simard, Marc, Jones, Cathleen E., Twilley, Robert R., Castaneda-Moya, Edward, Fagherazzi, Sergio, Fichot, Cedric G., Lamb, Michael P., Passalacqua, Paola, Pavelsky, Tamlin M., Thompson, David R., Belhadj-aissa, Saoussen, Biswas, Pradipta, Christensen, Alexandra, Cortese, Luca, Denbina, Michael, Donatelli, Carmine, Flores, Sarah, Fontenot, Andy, Harringmeyer, Joshua P., Jensen, Daniel, Mallard, John, Nghiem, Justin, Oliver-Cabrera, Talib, Payandeh, Ali Reza, Rovai, Andre S., Solohin, Elena, Soloy, Antoine, Varugu, Bhuvan, Wang, Dongchen, Wright, Kyle, Zhang, Xiaohe, Zheng, Yang | Hydroperiod, Inundation, Water Channels, Surface Water Processes/Measurements, Estuary, Water Depth, Coastal Bathymetry, Wetlands, Deltas, RIVERS/STREAMS, Digital Elevation/Terrain Model (DEM), Coastal Elevation, Wetlands, Stage Height, Salt Marsh, Coastal, Biomass, Wetlands, Forests, Suspended Solids, Terrain Elevation, Primary Production, Vegetation Species, Plant Characteristics, Sedimentation, Accretion, Isotopic Age, Soil Horizons/Profile, Infrared Radiance, Sedimentation, Sediments, VIEWING GEOMETRY, Vegetation Cover, Geolocation, Visible Radiance, Sediment Transport, Sediment Transport, Attenuation/Transmission, Vegetation Fraction, Sea Level Changes, REFLECTED INFRARED, VISIBLE IMAGERY, Reflectance, Isotopes, Nutrients, Nutrient Cycling, Isotope Ratios, Sediment Transport, Sediment Transport, Nitrogen, Organic Matter, Soil Bulk Density, Carbon, Potassium, Nitrogen, Dominant Species, Discharge/Flow, Soil Rooting Depth, Salinity, Sediment Composition, Organic Matter, Solids, Surface Water Chemistry, Soil Organic Carbon (SOC), Sedimentation, Water Depth, Water Characteristics, Turbidity, Water Temperature, Chlorophyll Concentrations, Sedimentation |
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| Evaluation of arsenic and nitrate contamination in groundwater from alluvium aquifers: Hydrogeochemical features, water quality and health risk assessment | Sener, Sehnaz, Savran, Gozde, Sener, Erhan | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Full-season spring migration counts reveal seasonal contrasts in raptor migration through the eastern Black Sea flyway | Tal, Tohar, Jansen, Diego, Jansen, Erik, Green, Arthur W., Hoekstra, Elien, Heetkamp, Marc, T'jollyn, Filiep, Engelen, Dries, Hoekstra, Bart, Kaasiku, Triin, Vansteelant, Wouter M.G. | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| GeoAI-Enabled Ensemble Modeling to Assess Land Use and Atmospheric | Mitra, Bijoy, Zhang, Guiming | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| GeoDS (v. 1.0): a simple Geographical DownScaling model for long-term precipitation data over complex terrains | Brenner, Jean-Baptiste, Quiquet, Aurelien, Roche, Didier M., Paillard, Didier, Vaittinada Ayar, Pradeebane | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Global elevational shifts and drivers of alpine treelines | Liang, Tianchen, Tian, Feng, Zou, Linqing, Gravey, Mathieu, Rumpf, Sabine B. | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| Freezethaw cycles control successive glacier landslide hazards in Amney Machen Mountain | Ye, Jiaming, Jiang, Ruochen, Xiao, Shihao, Han, Yingyue, Ju, Luyu, Lu, Wenjun, Bai, Ruiqiang, Yao, Tao, Zhang, Limin | Digital Elevation/Terrain Model (DEM) | ||
| Exploring the potential of Harmonized Landsat-Sentinel-2 in predicting boreal forest structure from UAV-LiDAR data in Northwestern America | Enguehard, Lea, Kruse, Stefan, Hansch, Ronny, Herzschuh, Ulrike, Panda, Santosh, Heim, Birgit | Vegetation Cover, Forests, Canopy Characteristics, Land Use/Land Cover Classification, Alpine/Tundra, Reflectance, Dominant Species, Plant Phenological Changes, Normalized Difference Vegetation Index (NDVI), Plant Phenology, Evergreen Vegetation, Vegetation Index, Terrain Elevation, Vegetation Height |
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| Fire in a Central Amazon forest: Lingering top canopy loss and initial understory regrowth revealed by repeated LiDAR | Pontes-Lopes, Aline, Stark, Scott C., Smith, Marielle N., Almeida, Danilo R.A., Shao, Gang, Sato, Luciane Y., Rincon, Nancy L.M., Martins, Giordane A., Goncalves, Nathan B., Ometto, Jean P.H.B., Graca, Paulo M.L.A., Aragao, Luiz E.O.C. | 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 | ||
| Fire severity and carbon combustion from tussock tundra fires in Southwest Alaska | Diaz, Lucas R, Saperstein, Lisa B, van Gerrevink, Max J, Wangchuk, Sonam, Hessilt, Thomas D, Janssen, Thomas A J, Scholten, Rebecca C, Delcourt, Clement J F, Veraverbeke, Sander | Vegetation Cover, Forests, Biomass Burning, Surface Temperature, Precipitation Amount, Fire Dynamics, Fire Occurrence, Carbon, Burned Area, Biomass, Soil Moisture/Water Content, Topographic Effects | ||
| First abundance estimate for the east Greenland polar bear subpopulation | Laidre, Kristin L, Marques, Tiago A, Cohen, Benjamin, Hansen, Rikke G, Regehr, Eric V, Zahn, Marie J, Aars, Jon, Ware, Jasmine, Stern, Harry L, Ugarte, Fernando | Sea Ice Concentration, Infrared Radiance, REFLECTED INFRARED, Visible Radiance, Bathymetry, Bed Elevation, Glacier/Ice Sheet Thickness, Terrain Elevation | ||
| Forest layer structure and functional trait heat-tolerance: The critical | Wang, Danrong, Chen, Hong, Yang, Yongchuan | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Fault Stability Assessment in Tectonically Active Geothermal Fields Through Integrated Stress Analysis | Rizzo, Roberto Emanuele, Keir, Derek, Muluneh, Ameha, Gubrandsson, Snorri, Healy, David, Sani, Federico, Corti, Giacomo, Vannucchi, Paola | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| Global Hydroclimatic Controls on Multithread River Dynamics | Zhao, Feifei, Ganti, Vamsi, Chadwick, Austin, Greenberg, Evan, McLeod, Jonah, Liu, Yinxue, Slater, Louise, FoufoulaGeorgiou, Efi | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| Global pandemic reshaped urban expansion: insights into the policy and spatial expansion pattern in global 400+ cities | Sun, Lingyu, Wu, Chen, Li, Jialu, Du, Bo, Zhang, Liangpei | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps |