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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| Characterization of non-Gaussianity in the snow distributions of various | Ohara, Noriaki, Parsekian, Andrew D., Jones, Benjamin M., Rangel, Rodrigo C., Hinkel, Kenneth M., Perdigao, Rui A. P. | Snow Depth, Land Use/Land Cover Classification, Digital Elevation/Terrain Model (DEM), VISIBLE IMAGERY, Snow Cover, Snow Cover | ||
| Trend Analysis for Different Types of Aerosols in Conjugation with Temperatures for the Indian Region During the Post-monsoon Season (19802019) | Yadav, Harsh, Mehta, Manu, Jain, Shruti, Singh, Sandhya, Bhandari, Srishti, Nihalani, Seema | 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 10), PARTICULATE MATTER (PM 1.0), 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, Surface Temperature, Skin Temperature, Upper Air Temperature, Atmospheric Winds, Surface Winds, Atmospheric Pressure, Sea Level Pressure, Surface Pressure, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Altitude, Boundary Layer Winds |
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| Satellite data geoprocessing to estimate PM2. 5 over the Megalopolis of Central Mexico | Mora-Ramirez, Marco Antonio, Martinez-Luna, Edgar, Cruz-Nunez, Xochitl | 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, 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 10), PARTICULATE MATTER (PM 1.0), 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 |
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| Spatio-temporal variation of aerosol loading and planetary boundary layer height before, during and after COVID-19 lockdown over the major cities in India | Salunke, Amruta Dipchand, Londhe, Digambar S., Katpatal, Yashwant B. | 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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| The composite drought index incorporated solar-induced chlorophyll fluorescence enhances the monitoring capability of short-term drought | Ren, Hangxing, Du, Lin, Peng, Chuanjing, Yang, Jian, Gao, Wei | 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, Atmospheric Ozone, Pressure Thickness, Sea Level Pressure, Surface Pressure, Upper Air Temperature, Atmospheric Water Vapor, Cloud Liquid Water/Ice, Cloud Fraction, U/V Wind Components, Ozone Profiles, 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), Atmospheric Radiation, Radiative Flux, Radiative Forcing, Surface Radiative Properties, Albedo, Emissivity, Cloud Properties, Cloud Optical Depth/Thickness, Skin Temperature, Sea Surface Skin Temperature |
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| The Planetary Boundary Layer Height Climatology Over Oceans Using COSMIC-2 and Spire GNSS RO Bending Angles From 2019 to 2023: Comparisons to CALIOP, ERA-5, MERRA2, and CFS Reanalysis | Ho, Shu-Peng, Gu, Guojun, Zhou, Xinjia | 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 | ||
| Analysis of ICESat2 data acquisition algorithm parameter enhancements to improve worldwide bathymetric coverage | Dietrich, James T., Rackley Reese, Ann, Gibbons, Aimee, Magruder, Lori A., Parrish, Christopher E. | Terrain Elevation | ||
| Annual Minimum Snow/Ice Extent Variations over Greenland since 2000: Ice Sheet, Peripheral Areas, and Relation to Ice Mass Balance | Trishchenko, Alexander P., Ungureanu, Calin | Bathymetry, Bed Elevation, Glacier/Ice Sheet Thickness, Terrain Elevation | ||
| Arctic Sea Ice Topography Information From RADARSAT Constellation Mission (RCM) Synthetic Aperture Radar (SAR) Backscatter | Macdonald, Grant J., Scharien, Randall K., Duncan, Kyle, Farrell, Sinead L., Rezania, Parnian, Tavri, Aikaterini | Terrain Elevation | ||
| Accelerated Basal Melt Rates of Ice Shelves in North Greenland From 2013 | Wang, Genyu, Ke, ChangQing, Fan, Yubin, Shen, Xiaoyi, Nourani, Vahid, Sankaran, Adarsh, Mehr, Ali Danandeh, Popov, Sergey V. | Ice Velocity, Bathymetry, Bed Elevation, Glacier/Ice Sheet Thickness, Terrain Elevation, Glacier Elevation/Ice Sheet Elevation | ||
| Accuracy fluctuations of ICESat-2 height measurements in time series | Wang, Xu, Liang, Xinlian, Gong, Weishu, Hakli, Pasi, Wang, Yunsheng | Terrain Elevation | ||
| ALBATROSS: Advancing Southern Ocean tide modelling with high resolution | Le Merle, Eva, Belot, Carole, Fouchet, Ergane, Cancet, Mathilde, Andersen, Ole Baltazar, Lyard, Florent, Moholdt, Geir, Tsamados, Michel, El Hajj, Mahmoud, Maton, Josephine, Benveniste, Jerome, Restano, Marco | Bathymetry, Bed Elevation, Firn Air Content, Glacier/Ice Sheet Thickness, Terrain Elevation | ||
| An Adaptive Signal Photon Detection Method Based on DBSCAN for Photon-Counting Laser Altimeter | Liu, Xiangfeng, Wang, Zhenhua, Yang, Wuzhong, Chen, Shixian, Wang, Fengxiang, Chen, Xiaowei, Xu, Weiming, Shu, Rong | Terrain Elevation | ||
| A method for constructing directional surface wave spectra from ICESat-2 altimetry | Hell, Momme C., Horvat, Christopher | Terrain Elevation, Sea Ice Elevation | ||
| A Multiscale Segment-Based Subglacial Water Body Identification Method According to Dry-Wet Transition Characteristics | Wang, Dailiang, Feng, Tiantian, Jia, Jinyu, Dong, Hui, Hao, Tong | Bathymetry, Bed Elevation, Firn Air Content, Glacier/Ice Sheet Thickness, Terrain Elevation | ||
| A Scalable, Cloud-Based Workflow for Spectrally-Attributed ICESat-2 Bathymetry With Application to Benthic Habitat Mapping Using Deep Learning | Corcoran, Forrest, Parrish, Christopher E., Magruder, Lori A., Swinski, J. P. | Terrain Elevation | ||
| A denoising methodology for detecting ICESat-2 bathymetry photons based on quasi full-waveform | Jia, Kun, Ma, Yi, Zhang, Jingyu, Wang, Bikang, Zhang, Xuechun, Cui, Aijun | Terrain Elevation | ||
| A framework for analyzing energy consumption in urban built-up areas based on single photonic radar and spatial big data | Wang, Xiaolu, Tan, Yumin, Zhou, Guanhua, Jing, Guifei, John Francis, Emolu | Terrain Elevation | ||
| ST-SOLOv2: Tracing Depth Hoar Layers in Antarctic Ice Sheet from Airborne Radar Echograms with Deep Learning | Peng, Chuyue, Zheng, Lei, Liang, Qi, Li, Teng, Wu, Jiake, Cheng, Xiao | Bathymetry, Bed Elevation, Firn Air Content, Glacier/Ice Sheet Thickness, Terrain Elevation | ||
| Stereo imagery adjustment constrained by building boundary points from ICESat-2 | Jie, Yingying, Li, Song, Guo, Qianrui, Zhou, Sihan, Zhao, Pufan, Ma, Yue | Terrain Elevation | ||
| Analysing the spatial context of the altimetric error pattern of a digital elevation model using multiscale geographically weighted regression | Ferreira, Zuleide, Costa, Ana Cristina, Cabral, Pedro | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Automated glacier extraction using a Transformer based deep learning approach from multi-sensor remote sensing imagery | Peng, Yanfei, He, Jiang, Yuan, Qiangqiang, Wang, Shouxing, Chu, Xinde, Zhang, Liangpei | Digital Elevation/Terrain Model (DEM) | ||
| Assimilating Soil Moisture Information to Improve the Performance of SWAT Hydrological Model | Kofidou, Maria, Gemitzi, Alexandra | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Association between the Spatial Spread of COVID-19 and the First Withdrawal of Pension Savings in Chile * | Barraza, Catalina, Moraga, Laura, Iturra, Victor | 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, 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 10), PARTICULATE MATTER (PM 1.0) | ||
| Assessment of meteorological parameters on air pollution variability over Delhi | Garsa, Kalpana, Khan, Abul Amir, Jindal, Prakhar, Middey, Anirban, Luqman, Nadeem, Mohanty, Hitankshi, Tiwari, Shubhansh | Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Surface Pressure, Air Temperature, Specific Humidity, Surface Winds, Wind Speed, Geopotential Height, Heat Flux, Skin Temperature, Water Vapor, Snow/Ice, Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds, U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction |
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