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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| Phytolith Assemblages as a Promising Tool for Quantitative Canopy Coverage Reconstruction in Subtropical Forests, China | Li, Nannan, Yu, Fengling, Sack, Dorothy, Huang, Zhaoquan, Tian, Ganghua, Liu, Shengtao | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Permafrost thaw drives surface water decline across lake-rich regions of the Arctic | Webb, Elizabeth E., Liljedahl, Anna K., Cordeiro, Jada A., Loranty, Michael M., Witharana, Chandi, Lichstein, Jeremy W. | Reflectance, Anisotropy, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Landscape Processes, Permafrost, Carbon, Periglacial Processes, Topography, Albedo, Snow Cover, Albedo |
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| Optimising scale and deployment of community health workers in Sierra | Oliphant, Nicholas Paul, Ray, Nicolas, Curtis, Andrew, Musa, Elizabeth, Sesay, Momodu, Kandeh, Joseph, Kamara, Anitta, Hassen, Kebir, OConnor, Shane, Suehiro, Yuki, Legesse, Hailemariam, Chimoun, Ebeny Francois Temgbait, Jackson, Debra, Doherty, Tanya | RADAR IMAGERY, Terrain Elevation, Digital Elevation/Terrain Model (DEM) | ||
| One-Year Monitoring of a Ground Heat Exchanger Using the In Situ Thermal | Suft, Oliver, Bertermann, David | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Ongoing westward migration of drainage divides in eastern Tibet, quantified from topographic analysis | Zhou, Chao, Tan, Xibin, Liu, Yiduo, Lu, Renqi, Murphy, Michael A., He, Honglin, Han, Zhujun, Xu, Xiwei | 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 | ||
| On Objective Identification of Atmospheric Fronts and Frontal Precipitation in Reanalysis Datasets | Soster, Frederick, Parfitt, Rhys | Atmospheric Ozone, Sea Level Pressure, Surface Pressure, U/V Wind Components, U/V Wind Components, Potential Vorticity, Vertical Wind Velocity/Speed, Vertical Profiles, Upper Air Temperature, Air Temperature, Relative Humidity, Specific Humidity, Atmospheric Water Vapor, Cloud Liquid Water/Ice, Altitude, Geopotential Height, Ozone Profiles, Heat Flux, Skin Temperature, Water Vapor, Precipitation Rate, Snow/Ice, Evaporation, 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 |
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| On the evolution of an ice shelf melt channel at the base of Filchner Ice Shelf, from observations and viscoelastic modeling | Humbert, Angelika, Christmann, Julia, Corr, Hugh F. J., Helm, Veit, Hoyns, Lea-Sophie, Hofstede, Coen, Muller, Ralf, Neckel, Niklas, Nicholls, Keith W., Schultz, Timm, Steinhage, Daniel, Wolovick, Michael, Zeising, Ole | Ice Velocity, Bathymetry, Bed Elevation, Firn Air Content, Glacier/Ice Sheet Thickness, Terrain Elevation | ||
| Ocean emission pathway and secondary formation mechanism of aminiums over the Chinese marginal sea | Liu, Chengfeng, Li, Hao, Zheng, Haitao, Wang, Guochen, Qin, Xiaofei, Chen, Jia, Zhou, Shengqian, Lu, Da, Liang, Guoping, Song, Xiaoquan, Duan, Yusen, Liu, Jianguo, Huang, Kan, Deng, Congrui | 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 | ||
| Mountain process regime characterization using a topographic morphological structural framework | Young, Brennan W., Bishop, Michael P. | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Monitoring of Fragile Ecosystems with Spectral Indices Using Sentinel-2A MSI Data in Shahdagh National Park | Jabrayilov, Emil A. | 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 | ||
| Monitoring of Inland Water Levels by Satellite Altimetry and Deep | Nino, Fernando, Coggiola, Clement, Blumstein, Denis, Lasson, Lea, Calmant, Stephane | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Monitoring plant diversity to support agri-environmental schemesEvaluating statistical models informed by satellite and local factors in southern european mountain pastoral systems | Monteiro, Antonio T., Alves, Paulo, Carvalho-Santos, Claudia, Lucas, Richard, Cunha, Mario, Marques da Costa, Eduarda, Fava, Francesco | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Monitoring post-flood recovery of croplands using the integrated Sentinel-1/2 imagery in the Yangtze-Huai River Basin | Li, Miao, Zhang, Tao, Tu, Ying, Ren, Zhehao, Xu, Bing | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Multi-Metal Distribution Patterns in Soils of the Sacramento River | Lotz, Tom, Su, Shoubao, Opp, Christian | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Multi-modal temporal CNNs for live fuel moisture content estimation | Miller, Lynn, Zhu, Liujun, Yebra, Marta, Rudiger, Christoph, Webb, Geoffrey I. | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Reflectance, Anisotropy, Total Surface Water, Albedo, Snow Cover | ||
| Multi-Scenario Simulation of Land Use Carbon Emissions from Energy Consumption in Shenzhen, China | Tang, Wenwen, Cui, Lihan, Zheng, Sheng, Hu, Wei | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| Multi-temporal InSAR tropospheric delay modelling using Tikhonov regularization for Sentinel-1 C-band data | Kirui, Pius Kipngetich, Riedel, Bjorn, Gerke, Markus | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Multi-temporal variations in surface albedo on Urumqi Glacier No.1 in Tien Shan, under arid and semi-arid environment | Yue, Xiaoying, Li, Zhongqin, Li, Huilin, Wang, Feiteng, Jin, Shuang | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Multi-year, spatially extensive, watershed-scale synoptic stream chemistry and water quality conditions for six permafrost-underlain Arctic watersheds | Shogren, Arial J., Zarnetske, Jay P., Abbott, Benjamin W., Bratsman, Samuel, Brown, Brian, Carey, Michael P., Fulweber, Randy, Greaves, Heather E., Haines, Emma, Iannucci, Frances, Koch, Joshua C., Medvedeff, Alexander, O'Donnell, Jonathan A., Patch, Leika, Poulin, Brett A., Williamson, Tanner J., Bowden, William B. | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Vegetation Species, Land Use Classes | ||
| Monitoring glacier characteristics and their mass balance using a multidimensional approach over the glaciers of the Chandra basin, western Himalaya | Patel, Akansha, Goswami, Ajanta, Dharpure, Jaydeo K., Sharma, Parmanand, Patel, Lavkush Kumar, Thamban, Meloth | Topographical Relief Maps, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Visible Radiance, Infrared Radiance, THERMAL INFRARED | ||
| Monitoring groundwater storage changes in a karst aquifer using superconducting gravimeter OSG-066 at the Lijiang Station in China | Xing, Lelin, Niu, Xiaowei, Bai, Lei, Yang, Yaowen | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Monitoring land degradation and assessing its drivers to support sustainable development goal 15.3 in Central Asia | Jiang, Liangliang, Bao, Anming, Jiapaer, Guli, Liu, Rui, Yuan, Ye, Yu, Tao | Land Surface Temperature, Emissivity, Photosynthesis, Primary Production, Vegetation Productivity, Albedo, Anisotropy, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), RADAR IMAGERY, Terrain Elevation, Digital Elevation/Terrain Model (DEM) |
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| Multi-decadal elevation changes of the land terminating sector of West Greenland | Saito, Jun, Meierbachtol, Toby, Harper, Joel | Glacier Elevation/Ice Sheet Elevation, Terrain Elevation, Ice Velocity | ||
| Multi-decadal glacier area and mass balance change in the southern Peruvian Andes | Taylor, Liam S., Quincey, Duncan J., Smith, Mark W., Potter, Emily R., Castro, Joshua, Fyffe, Catriona L. | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, REFLECTED INFRARED, THERMAL INFRARED, VISIBLE IMAGERY | ||
| Multi-decadal retreat of marine-terminating outlet glaciers in northwest and central-west Greenland | Black, Taryn E., Joughin, Ian | Ice Velocity, Radar Backscatter, Bathymetry, Bed Elevation, Glacier/Ice Sheet Thickness, Terrain Elevation, Glacier Extent |