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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| Sensitivity of Remote Sensing Floodwater Depth Calculation to Boundary Filtering and Digital Elevation Model Selections | Cohen, Sagy, Peter, Brad G., Haag, Arjen, Munasinghe, Dinuke, Moragoda, Nishani, Narayanan, Anuska, May, Sera | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, RADAR IMAGERY | ||
| Sensitivity of the Ross Ice Shelf to environmental and glaciological | Baldacchino, Francesca, Morlighem, Mathieu, Golledge, Nicholas R., Horgan, Huw, Malyarenko, Alena | Ice Velocity, Bathymetry, Bed Elevation, Firn Air Content, Glacier/Ice Sheet Thickness, Terrain Elevation | ||
| The Canadian Optimized Statistical Smoke Exposure Model (CanOSSEM): A machine learning approach to estimate national daily fine particulate matter ... | Paul, Naman, Yao, Jiayun, McLean, Kathleen E., Stieb, David M., Henderson, Sarah B. | Population Size, 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, Geopotential Height, Altitude, Surface Temperature, Upper Air Temperature, Dew Point Temperature, Cloud Top Temperature, Atmospheric Winds, Surface Winds, Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Cloud Top Pressure, Sea Level Pressure, Surface Pressure, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds, Total Ozone |
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| The Simulation and Subseasonal Forecasting of Hydrological Variables: Insights from a Simple Water Balance Model | Koster, Randal D., DeAngelis, Anthony M., Liu, Qing, Schubert, Siegfried D., Molod, Andrea M. | Atmospheric Radiation, Longwave Radiation, Shortwave 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, Heat Flux, Air 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, 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, Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation, Snow Depth, Snow Melt, Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI) |
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| The Petilia-Sosti Shear Zone (Calabrian Arc, southern Italy)An onshore-offshore regional active structure | Civile, Dario, Zecchin, Massimo, Tosi, Luigi, Da Lio, Cristina, Muto, Francesco, Sandron, Denis, Affatato, Alessandro, Accettella, Daniela, Mangano, Giacomo | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| The spatio-temporal reconstruction of lake water levels using deep learning models: A case study on Altai mountains | Yue, Linwei, Zan, Fangqing, Liu, Xiuguo, Yuan, Qiangqiang, Shen, Huanfeng | Reflectance, Terrain Elevation, 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 | ||
| The role of machine learning on Arabica coffee crop yield based on | de Carvalho Alves, Marcelo, Sanches, Luciana, Pozza, Edson Ampelio, Pozza, Adelia A.A., da Silva, Fabio Moreira | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| The impact of the South-East Madagascar Bloom on the oceanic CO2 sink | Metzl, Nicolas, Lo Monaco, Claire, Leseurre, Coraline, Ridame, Celine, Fin, Jonathan, Mignon, Claude, Gehlen, Marion, Chau, Thi Tuyet Trang | 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 | ||
| Urbanization of Coastal Areas: Loss of Coastal Dune Ecosystems in Japan | Matsushima, Hajime, Ferreira, Susana M.F. | Boundaries, Population, Terrain Elevation, Climate Adaptation | ||
| Topographic attributes to map land use capability of soils derived from basalt | de Oliveira Junior, Jairo Calderari, Mucha, Nadia Mariane, Rodrigues, Miriam Fernanda, Pellegrini, Andre, de Paula Souza, Luiz Claudio | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| Towards a global seasonal and permanent reference water product from Sentinel-1/2 data for improved flood mapping | Martinis, Sandro, Groth, Sandro, Wieland, Marc, Knopp, Lisa, Rattich, Michaela | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Towards a spatial archaeology of crafting landscapes | Erb-Satullo, Nathaniel L. | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Thermal structure of the Amery Ice Shelf from borehole observations and simulations | Wang, Yu, Zhao, Chen, Gladstone, Rupert, Galton-Fenzi, Ben, Warner, Roland | Ice Velocity, Bathymetry, Bed Elevation, Firn Air Content, Glacier/Ice Sheet Thickness, Terrain Elevation | ||
| Three different glacier surges at a spot: What satellites observe and what not | Paul, Frank, Piermattei, Livia, Treichler, Desiree, Gilbert, Lin, Girod, Luc, Kaab, Andreas, Libert, Ludivine, Nagler, Thomas, Strozzi, Tazio, Wuite, Jan | Digital Elevation/Terrain Model (DEM), Terrain Elevation | ||
| Threshold response to melt drives large-scale bed weakening in Greenland | Maier, Nathan, Gimbert, Florent, Gillet-Chaulet, Fabien | Land Ice/Ocean Classification, Ice Velocity, Glacier Elevation/Ice Sheet Elevation, THERMAL PROPERTIES, Bathymetry, Bed Elevation, Glacier/Ice Sheet Thickness, Terrain Elevation |
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| Uncertainty Analysis of Digital Elevation Models by Spatial Inference | Hugonnet, Romain, Brun, Fanny, Berthier, Etienne, Dehecq, Amaury, Mannerfelt, Erik Schytt, Eckert, Nicolas, Farinotti, Daniel | REFLECTED INFRARED, THERMAL INFRARED, VISIBLE IMAGERY, Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| Updatable dataset revealing decade changes in land cover types in Mongolia | Wang, Juanle, Wei, Haishuo, Cheng, Kai, Ochir, Altansukh, Shao, Yating, Yao, Jinyi, Wu, Yuxin, Han, Xuehua, Davaasuren, Davaadorj, Chonokhuu, Sonomdagva, Zhou, Yezhi, Zhang, Min, Cao, Xiaoming, Gao, Mengxu, Zhu, Junxiang, Li, Yifan, Li, Qiong, Liang, Xiya, Li, Kai | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Uplift evolution along the Red Sea continental rift margin from stream profile inverse modeling and drainage analysis | Alqahtani, S.A., Collier, R.E.Ll, Paton, D.A., Roberts, G.G., O'Malley, C.P.B. | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Vorhersage von hydrologischen Abflusskennwerten in unbeobachteten Einzugsgebieten mit Machine Learning | Klingler, Christoph, Feigl, Moritz, Borgwardt, Florian, Seliger, Carina, Schmutz, Stefan, Herrnegger, Mathew | Land Use/Land Cover Classification, Reflectance, 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 | ||
| Weakening of the pinning point buttressing Thwaites Glacier, West Antarctica | Wild, Christian T., Alley, Karen E., Muto, Atsuhiro, Truffer, Martin, Scambos, Ted A., Pettit, Erin C. | Ice Velocity, Grounding Line, Glacier Elevation/Ice Sheet Elevation, Glacier Thickness/Ice Sheet Thickness, Bathymetry, Bed Elevation, Firn Air Content, Glacier/Ice Sheet Thickness, Terrain Elevation | ||
| Wetland emission and atmospheric sink changes explain methane growth in 2020 | Peng, Shushi, Lin, Xin, Thompson, Rona L., Xi, Yi, Liu, Gang, Hauglustaine, Didier, Lan, Xin, Poulter, Benjamin, Ramonet, Michel, Saunois, Marielle, Yin, Yi, Zhang, Zhen, Zheng, Bo, Ciais, Philippe | 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 | ||
| Who settles where? Simulating urban growth and socioeconomic level using cellular automata and random forest regression | Molar-Cruz, Anahi, Pohler, Lukas D, Hamacher, Thomas, Diepold, Klaus | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Water Level Change of Qinghai Lake from ICESat and ICESat-2 Laser | Han, Weixiao, Huang, Chunlin, Gu, Juan, Hou, Jinliang, Zhang, Ying, Wang, Weizhen | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| Vegetation canopy height estimation in dynamic tropical landscapes with | Schlund, Michael, Wenzel, Arne, Camarretta, Nicolo, Stiegler, Christian, Erasmi, Stefan | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height | ||
| Using multi-temporal tree inventory data in eucalypt forestry to benchmark global high-resolution canopy height models. A showcase in Mato Grosso, Brazil | Pascual, Adrian, Tupinamba-Simoes, Frederico, de Conto, Tiago | Topography, Canopy Characteristics, Digital Elevation/Terrain Model (DEM), Lidar, LIDAR WAVEFORM |