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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| Modeling polar bear (Ursus maritimus) snowdrift den habitat on Alaska's Beaufort Sea coast using SnowDens-3D and ArcticDEM data | Liston, Glen E., Gura, Katherine B., Crawford, Justin A., Polasek, Lori, Perham, Craig J., Quakenbush, Lori, Reinking, Adele K., Lund, Jewell, Chinn, Sarah M., Shideler, Richard T., Wilson, Ryan R. | Geopotential Height, Altitude, Surface Temperature, Skin Temperature, Upper Air Temperature, Dew Point Temperature, Air Temperature, Cloud Top Temperature, Atmospheric Winds, Surface Winds, U/V Wind Components, Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Cloud Top Pressure, Sea Level Pressure, Surface Pressure, Specific Humidity, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds, Total Ozone, Heat Flux, 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 | ||
| More frequent, longer, and hotter consecutive marine and terrestrial heatwaves in China's coastal regions | Wan, Yuanmei, Lu, Yang, Wei, Chunzhu, Liao, Weilin, Zhou, Liang | Boundaries, Population, Terrain Elevation, Climate Adaptation | ||
| Formaldehyde Pollution in Ahvaz, Iran: Spatiotemporal Trends and Health Risks | Faezeh Borhani, Mohammad Hashemzadeh, Samira Andam, Seyed Mohsen Mousavi | 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, Longwave Radiation, Shortwave Radiation, Surface Temperature, Evapotranspiration, Surface Winds, Rain, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Water Equivalent, Runoff, Altitude, Dew Point Temperature, Atmospheric Winds, Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Sea Level Pressure, Atmospheric Water Vapor, Oxygen Compounds, Boundary Layer Winds |
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| Assessment of Quantum ML Applicability for Climate Actions: Comparison of the Variational Quantum Classifier and the Quantum Support Vector Classifier with Classical ML Models | Munasinghe, Thilanka, Lai, Phung, Wei, Jennifer, Hendler, James, Cornell, Kimberly A. | 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, Longwave Radiation, Shortwave Radiation, 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) | ||
| A Visibility-Based Historical PM2. 5 Estimation for Four Decades (19812022) Using Machine Learning in Thailand: Trends, Meteorological Normalization, and ... | Aman, Nishit, Panyametheekul, Sirima, Pawarmart, Ittipol, Sudhibrabha, Sumridh, Manomaiphiboon, Kasemsan | Aerosols, Aerosol Extinction, Aerosol Optical Depth/Thickness, Angstrom Exponent, Aerosol Particle Properties, Carbonaceous Aerosols, Dust/Ash/Smoke, Organic Particles, Sulfate Particles, Sulfur Oxides, Sulfur Compounds, Sulfate, Sulfur Dioxide, Sulfur Oxides, Particulate Matter, Dimethyl Sulfide, Black Carbon, Sea Salt, PARTICULATE MATTER (PM 2.5), PARTICULATE MATTER (PM 1.0), PARTICULATE MATTER (PM 10), 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, 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, Sea Surface Skin Temperature, 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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| ShipBased Lidar Evaluation of Southern Ocean Low Clouds in the StormResolving General Circulation Model ICON and the ERA5 and MERRA2 Reanalyses | Kuma, Peter, Bender, Frida A.M., McDonald, Adrian J., Alexander, Simon P., McFarquhar, Greg M., Cassano, John J., Plank, Graeme E., Hartery, Sean, Parsons, Simon, Garrett, Sally, Schuddeboom, Alex J., Possner, Anna | 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, 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, Sea Surface Skin Temperature, Atmospheric Ozone, Sea Level Pressure, Surface Pressure, Pressure Thickness, U/V Wind Components, Potential Vorticity, Vertical Wind Velocity/Speed, Vertical Profiles, Upper Air Temperature, Relative Humidity, Atmospheric Water Vapor, Cloud Liquid Water/Ice, Altitude, Geopotential Height, Ozone Profiles, Surface Temperature, Atmospheric Winds, Surface Winds, Atmospheric Pressure, Total Precipitable Water, Oxygen Compounds, Boundary Layer Winds |
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| Retrieval of climate and environmental relationship with Gross Primary Production (GPP) from satellite observation in GBAO, Central Asia | Boori, Mukesh Singh, Choudhary, Komal | Tropopause, Surface Pressure, Air Temperature, Upper Air Temperature, Total Precipitable Water, Water Vapor, 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, 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, Precipitation, Rain, Precipitation Amount, Snow, Surface Winds, Atmospheric Carbon Monoxide |
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| Spatio-Temporal Comparative Study of Aerosol Optical Depth, Aerosol Index, and Planetary Boundary Layer Height During and After COVID-19 Lockdown Over ... | Saini, Divyanshu, Lataye, Dilip H. | Aerosol Optical Depth/Thickness, Atmospheric Ozone, Reflectance, 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 |
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| Assessing the Accuracy of Global Canopy Height Models: A Comprehensive Review | Lencinas, Jose Daniel | Terrain Elevation, Vegetation Height | ||
| Agedepth distribution in western Dronning Maud Land, East Antarctica, and Antarctic-wide comparisons of internal reflection horizons | Franke, Steven, Steinhage, Daniel, Helm, Veit, Zuhr, Alexandra M., Bodart, Julien A., Eisen, Olaf, Bons, Paul | Bathymetry, Bed Elevation, Firn Air Content, Glacier/Ice Sheet Thickness, Terrain Elevation | ||
| Airborne Lidar to Verify ICESat-2 Arctic Summer Sea Ice Heights and Melt | Saylam, Kutalmis, Averett, Aaron R., Andrews, John R., Short, Shelby R., Kurtz, Nathan T., Tilling, Rachel L. | Terrain Elevation | ||
| An Adaptive Photon Denoising Method over Mountainous Forest Areas | Zhang, Qianyin, Zhou, Hui, Ma, Yue, Li, Song, Wang, Heng | Terrain Elevation, Vegetation Height | ||
| An Algorithm for Extracting Bathymetry from ICESat-2 Data That Employs | Rzhanov, Yuri, Lowell, Kim | Terrain Elevation | ||
| An Attention-GraphSAGE Algorithm for Marine Gravity Anomaly Inversion | Yin, Gaoying, Liu, Xin, Bian, Shaofeng, Jia, Yongjun, Li, Hui, Huang, Ziqian, Guo, Jinyun | Terrain Elevation, Sea Surface Height | ||
| An automated method for estimating the depth of melt ponds using ICESat-2 LiDAR point cloud data: application to surface melt of Arctic sea ice | Shen, Xiaoyi, Li, Haili, Ke, Chang-Qing | Terrain Elevation | ||
| An improved approach for retrieval of tidal flat elevation based on | Zhang, Xuhui, Zuo, Liqin, Lu, Yongjun, Li, Huan, Zhao, Yahui | Terrain Elevation, Vegetation Height | ||
| A large-scale estimation method for beach slopes using ICESat-2 | Xu, Nan, Xu, Hao, Li, Wenyu, Lu, Hui, Song, Yongze, Yao, Jiaqi, Ma, Yue, Ren, He, He, Tingting, Mo, Fan, Gong, Peng | Terrain Elevation | ||
| A Method for Estimating Terrain Slope and Aspect by Integrating Multi-Input Information From Spaceborne Photon-Counting Lidar | Xu, Jingyi, Liu, Xinyuan, Zhang, Zhiyu, Shao, Xin, Ma, Yue | Terrain Elevation | ||
| A reconstruction of the ice thickness of the Antarctic Peninsula Ice Sheet north of 70 S | Shahateet, Kaian, J. Furst, Johannes, Navarro, Francisco, Seehaus, Thorsten, Farinotti, Daniel, Braun, Matthias | Bathymetry, Bed Elevation, Firn Air Content, Glacier/Ice Sheet Thickness, Terrain Elevation | ||
| A record of the transition from foreland to piggy-back basin from the | Wahyudi, Donny R., Sinclair, Hugh D., Mudd, Simon M., Smedley, Rachel K., Graf, Emma L.S. | Terrain Elevation, Vegetation Height | ||
| A revised and expanded deep radiostratigraphy of the Greenland Ice Sheet from airborne radar sounding surveys between 1993 and 2019 | MacGregor, Joseph A., Fahnestock, Mark A., Paden, John D., Li, Jilu, Harbeck, Jeremy P., Aschwanden, Andy | Bathymetry, Bed Elevation, Glacier/Ice Sheet Thickness, Terrain Elevation | ||
| A Bare-Earth GoogleDEM to Simulate Flooding in New Delhi, India | Liu, Yinxue, Bates, Paul, Neal, Jeffrey Charles, Slater, Louise, Zhao, Jie, BenHaim, Zvika | Terrain Elevation, Vegetation Height | ||
| A Cloud-Based Framework for the Quantification of the Uncertainty of a Machine Learning Produced Satellite-Derived Bathymetry | Christofilakos, Spyridon, Pertiwi, Avi Putri, Reyes, Andrea Cardenas, Carpenter, Stephen, Thomas, Nathan, Traganos, Dimosthenis, Reinartz, Peter | Terrain Elevation | ||
| A comparison of supraglacial meltwater features throughout contrasting melt seasons: southwest Greenland | Glen, Emily, Leeson, Amber, Banwell, Alison F., Maddalena, Jennifer, Corr, Diarmuid, Atkins, Olivia, Noel, Brice, McMillan, Malcolm | Bathymetry, Bed Elevation, Glacier/Ice Sheet Thickness, Terrain Elevation | ||
| Spatio-temporal snow data assimilation with the ICESat-2 laser altimeter | Mazzolini, Marco, Aalstad, Kristoffer, Alonso-Gonzalez, Esteban, Westermann, Sebastian, Treichler, Desiree | Terrain Elevation |