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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| A hyperspectral view of the nearshore Mississippi River Delta: Characterizing suspended particles in coastal wetlands using imaging spectroscopy | Harringmeyer, Joshua P., Ghosh, Nilotpal, Weiser, Matthew W., Thompson, David R., Simard, Marc, Lohrenz, Steven E., Fichot, Cedric G. | Surface Water Processes/Measurements, Suspended Solids, Attenuation/Transmission, Deltas, Digital Elevation/Terrain Model (DEM), Coastal Elevation, Water Characteristics, Turbidity, Water Temperature, Estuary, Chlorophyll Concentrations, Organic Matter, Solids, Surface Water Chemistry |
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| A labelled dataset to classify direct deforestation drivers from Earth Observation imagery in Cameroon | Debus, Amandine, Beauchamp, Emilie, Acworth, James, Ewolo, Achille, Kamga, Justin, Verhegghen, Astrid, Zebaze, Christiane, Lines, Emily R. | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| A new approach for Spatializing the Canadian National Forest Inventory (SCANFI) using Landsat dense time series | Guindon, Luc, Manka, Francis, Correia, David L.P., Villemaire, Philippe, Smiley, Byron, Bernier, Pierre, Gauthier, Sylvie, Beaudoin, Andre, Boucher, Jonathan, Boulanger, Yan | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Albedo, Snow Cover | ||
| A Multiplex Rupture Sequence Under Complex Fault Network Due To Preceding Earthquake Swarms During the 2024 Mw 7.5 Noto Peninsula, Japan, Earthquake | Okuwaki, Ryo, Yagi, Yuji, Murakami, Asuka, Fukahata, Yukitoshi | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| A multiscale examination of heat health risk inequality and its drivers in mega-urban agglomeration: A case study in the Yangtze River Delta, China | Wu, Hanyi, Zhao, Chuanwu, Zhu, Yu, Pan, Yaozhong | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| A network design approach for citizen science-satellite monitoring of surface water volume changes in Bangladesh | Khan, Shahzaib, Hossain, Faisal, Pavelsky, Tamlin, Gomez, Angelica, Ghafoor, Sheikh, Lane, Megan, Parkins, Grant, Minocha, Sanchit, Bhuyan, Md Arifuzzaman, Al Fayyaz, Tariq Abdullah, Haque, Md Nazmul, Sarker, Preetom Kumar, Borua, Partho Protim | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| A novel conceptual flood inundation model for large scale data-scarce regions | Unnithan, S.L. Kesav, Biswal, Basudev, Rudiger, Christoph, Dubey, Amit Kumar | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| A novel framework for multiple thermokarst hazards risk assessment and controlling environmental factors analysis on the Qinghai-Tibet Plateau | Lou, Peiqing, Wu, Tonghua, Yin, Guoan, Chen, Jie, Zhu, Xiaofan, Wu, Xiaodong, Li, Ren, Yang, Sizhong | Land Use/Land Cover Classification, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Photosynthesis, Primary Production, Vegetation Productivity, Photosynthetically Active Radiation, Leaf Characteristics, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) |
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| A Novel ICESat-2 Signal Photon Extraction Method Based on Convolutional | Qin, Wenjun, Song, Yan, Zou, Yarong, Zhu, Haitian, Guan, Haiyan | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| A novel validation of satellite soil moisture using SM2RAIN-derived rainfall estimates | Do, Son K., Tran, Thanh-Nhan-Duc, Le, Manh-Hung, Bolten, John, Lakshmi, Venkataraman | Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation, Soil Classification, Soil Depth, Soil Porosity, Soil Texture, Terrain Elevation, Surface Soil Moisture | ||
| A Sponge Village Flood Response Method Based on GIS and RS Analysis | Liang, Xuanshuo, Guo, Ming, Wang, Guoli | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| A new method for mapping vegetation structure parameters in forested areas using GEDI data | Wang, Ziwei, Cai, Hongyan, Yang, Xiaohuan | Canopy Characteristics, Vegetation Cover, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation, Lidar, Topography, Vegetation Height | ||
| A regional assessment of the deglaciation history of the Swiss Plateau based on newly obtained and re-evaluated Be-10 cosmic-ray exposure ages | Hofmann, Felix Martin, Groos, Alexander R., Garcia Morabito, Ezequiel, Struck, Julian, Gnagi, Christian, Scharf, Andreas, Rugel, Georg, Merchel, Silke, Zech, Roland | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| A Separable Bootstrap Variance Estimation Algorithm for Hierarchical | Saarela, Svetlana, Healey, Sean P., Yang, Zhiqiang, Roald, BjrnEirik, Patterson, Paul L., Gobakken, Terje, Nsset, Erik, Hou, Zhengyang, McRoberts, Ronald E., Stahl, Goran | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height | ||
| A Probabilistic Method for Integrating Physics-Based and Data-Driven Storm Outage Prediction Models for Power Systems | Hughes, William, Nyame, Sita, Taylor, William, Spaulding, Aaron, Hong, Mingguo, Luo, Xiaochuan, Maslennikov, Slava, Cerrai, Diego, Anagnostou, Emmanouil, Zhang, Wei | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| A Predictive Theory for Heat Transport Into Ice Shelf Cavities | Finucane, G., Stewart, A. L. | Basins, Coastline, Grounding Line, Ice Shelves, Bathymetry, Bed Elevation, Firn Air Content, Glacier/Ice Sheet Thickness, Terrain Elevation | ||
| A New Technique for Urban and Rural Settlement Boundary Extraction Based | Li, Xiaopeng, Zhou, Guangsheng, Zhou, Li, Lv, Xiaomin, Li, Xiaoyang, He, Xiaohui, Tian, Zhihui | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| A fast and efficient method to estimate inland water levels using CYGNSS | Ma, Zhongmin, Zhang, Shuangcheng, Camps, Adriano, Park, Hyuk, Liu, Qi, Tan, Pengyuan, Wang, Changyang | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, Radar Cross-Section, Radar Reflectivity, Terrain Elevation | ||
| A framework for automated supraglacial lake detection and depth | Arndt, Philipp Sebastian, Fricker, Helen Amanda | Basins, Coastline, Grounding Line, Ice Shelves, Terrain Elevation | ||
| A dataset of topographic correction coefficients for shortwave downward radiation over the Pan-Third Pole | Xian, Yuyang, Wang, Tianxing, Du, Yihan, Letu, Husi, Qi, Jianbo, Li, Dahui | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| A dataset of vector and coverage of river and lake surface water in Guangxi, Yunnan, Guizhou (China), and the ASEAN member states | PENG, Chongtai, QIU, Yubao, ZHAO, Ning, JIA, Guoqiang, ZHONG, Wanyang, WANG, Zhaocheng | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| A Bifrost Accelerated Intermittent Small Baseline Subset Analysis | Bruzewski, Seth, Dowell, Jayce, Taylor, Greg B., Lindsey, Eric O. | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| A comparative study of empirical and machine learning approaches for soil thickness mapping in the Joshimath region (India) | Gupta, Kunal, Satyam, Neelima, Segoni, Samuele | 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 | ||
| A Decision Rule and Machine Learning-Based Hybrid Approach for Automated | Islam, Md Didarul, Di, Liping, Zhang, Chen, Yang, Ruixin, Qu, John J., Tong, Daniel, Guo, Liying, Lin, Li, Pandey, Aran | Canopy Characteristics, Vegetation Cover, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation, Lidar, Topography, Vegetation Height | ||
| A Copernicus-based evapotranspiration dataset at 100 m spatial | Bartkowiak, Paulina, Ventura, Bartolomeo, Jacob, Alexander, Castelli, Mariapina | 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, RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) |