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 |
|---|---|---|---|---|
| Ice-patch collapse and early-warning implications from a Himalayan flash flood: emerging cryo-hydrological hazards under deglaciation | Dandabathula, Giribabu, Ghatage, Omkar Shashikant, Roy, Subham, Bera, Apurba Kumar, Srivastav, Sushil Kumar | Digital Elevation/Terrain Model (DEM) | ||
| ICESat-2 Photon-Counting Lidar for 3D Ocean Observation: A Comprehensive Review of Algorithms, Applications, and Synergistic Opportunities | CHEN, Peng, Zhang, Zhenhua, Zhang, Siqi, Pan, Delu | Coastal Bathymetry, Sea Surface Height, Terrain Elevation, Cloud Properties, Lidar Backscatter | ||
| How to Mitigate the Effect of Observer Error When Unraveling | Klein, Jan Lukas, Stevart, Tariq, Texier, Nicolas, Boupoya, Archange, Akouangou, Eric, Kaire Darar, Rayana, Dauby, Gilles, Ikabanga, Davy Ulrich, Moussavou Bikoukou, L'hee Christ, Nguema, Diosdado, Drouet, Thomas | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| How velocity extraction from Sentinel-2A/B affects the accuracy and | Zhang, Chentong, Wang, Xianwei, Zhou, Yi | Albedo, Snow/Ice Temperature, Surface Melt, Water Vapor, Ice Velocity, Bathymetry, Bed Elevation, Glacier/Ice Sheet Thickness, Terrain Elevation | ||
| Hydropedological clustering: improving the representation of low | Gimeno, Fernando, Zambrano-Bigiarini, Mauricio, Alvarez-Garreton, Camila, Galleguillos, Mauricio | 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 | ||
| Hurricane-triggered cascading hazards: Geomorphic responses and flood hazard dynamics in a tropical mountain region | Jimenez Donato, Yenny Alejandra, Restrepo, Carla, Ballesteros-Canovas, Juan A., Munoz-Torrero Manchado, Alberto, Avila Mora, Miguel Antonio, Catalan Armas, Michelle, Stoffel, Markus | 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 | ||
| Hybrid MCDMIsolation Forest approach for spatiotemporal landslide mapping | Jiang, Bingqi, Wang, Shouwu, Han, Chunhua, Meng, Jingkai, Wang, Lida | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps, Land Use/Land Cover Classification | ||
| Identifying Potential Locations for Small Reservoirs through Geospatial Hydrological Analysis Based on ASTER GDEM Data | Tarecha, Mochamad Agung, Yuniarno, Eko Mulyanto, Rachmadi, Reza Fuad | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Exhumation history of the eastern Tethyan Himalaya: Evidence from | Han, Xu, Dai, Jin-Gen, Liu, Bo-Rong, Yu, Zhi-Cheng | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| Physical Dynamics of the Lake: Is It Dying? | Awange, Joseph L. | 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 | ||
| PhysicsConstrained Network for Enhanced ExtendedRange Precipitation Forecasting in East Asia | Wang, Yudan, Chen, Huimin, Wu, Hao, Liu, Jane, Yuan, Huiling, Cao, Shuya, Wang, Tijian, Zhuang, Bingliang | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain | ||
| Optical dating of Holocene extreme flood events in eastern South Africa and their connection to ENSO variability | Wood, Jamie C., Toms, Phillip S., Grenfell, Michael C., Humphries, Marc S. | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| MTRCL: A spatio-temporal multi-source data fusion method for enhancing short-term wind speed forecast capability of numerical weather prediction | Ju, Xiaolin, Yue, Yiming, Xu, Meng, Chen, Xiang, Lu, Gongzheng | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Monthly and seasonal variations in ocean near-surface gradients around | Santos-Pacheco, Cassandra, Suleiman, Issah N., Rosa Serpa, Tiago Da, Figueiredo, Miguel, Martins, Ana | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Multicriteria Approach to Define Adequate areas for the Implementation of Ecosystem-based Adaptation Strategies | N. Martins, Tiago, M. Oliveira, Manuel, E. Leitao, Teresa | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Monitoring Flood Inundation Dynamics From Space | Campo, C., Tamagnone, P., Choy, S., Tran, T. D., Schumann, G. J.P., Kuleshov, Y. | Atmospheric Water Vapor, Precipitation, Brightness Temperature, Surface Soil Moisture, Terrain Elevation, Vegetation Height, Reflectance, Reflectance |
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| Multi-criteria conservation assessment of the economically important | Rustiami, Himmah, Usmadi, Didi, Witono, Joko Ridho, Trethowan, Liam A., Ardiyani, Marlina, Sulistyaningsih, Lulut Dwi, Sumadijaya, Alex, Erlinawati, Ina, Damayanto, I Putu Gede P., Sri Asih, Ni Putu, Yuzammi, Keim, Ary Prihardhyanto, Henderson, Andrew J. | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Predicting spatial patterns of Cuculus canorus under climate change in Turkiye | Ertugrul, Emrah, Akdemir, Dogan, Ozdemir, Serkan | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Predicting the spatial distribution of vegetation alliances with ecological knowledge under sample-limited conditions | Zhao, Fang-He, Jia, Ningxia, Guo, Ke, Zhu, A-Xing, Qin, Cheng-Zhi | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Prediction of groundwater total nitrogen via an interpretable ensemble machine learning framework: Implications for groundwater diversion management in complex catchments | Sun, Qiqi, Cui, Yuhuan, Wang, Jie, Chen, Guanyu, Zhang, Shuhui, Yang, Ming, Liu, Mengyu, Hao, Shuang, Liu, Lin | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Quantitative assessment of vegetation-driven removal of key air | Liu, Tong, Yao, Jiaqi, Cao, Yongqiang, Lu, Lijun, Chang, Huanyu, Ren, He, Mo, Fan, Wang, Xuan, Xu, Nan | 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, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification | ||
| Projected climate change impacts on the inflow of a Southeastern Brazilian hydropower reservoir | da Silva, Nathalia Drummond Marques, Macedo, Diego Rodrigues, de Lima, Leticia Santos, Bressiani, Danielle | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| Quantifying temperature-sliding inconsistency in thermomechanical coupling: a comparative analysis of geothermal heat flux datasets at Totten Glacier | Wang, Junshun, Zhao, Liyun, Wolovick, Michael, Moore, John C. | Basins, Coastline, Grounding Line, Ice Shelves, Ice Velocity, Bathymetry, Bed Elevation, Firn Air Content, Glacier/Ice Sheet Thickness, Terrain Elevation | ||
| Taking the (Laser) Pulse of Woodpecker Ecology using Lidar Technologies: Current Applications and Future Opportunities | Vierling, Kerri T., Vierling, Lee A. | LIDAR WAVEFORM, Canopy Characteristics, Terrain Elevation | ||
| Surface Variable-Based Machine Learning for Scalable Arsenic Prediction | Azad, Shams, Stahl, Mason O., Erickson, Melinda, DeYoung, Beck A., Connolly, Craig, Chillrud, Lawrence, Schilling, Kathrin, NavasAcien, Ana, Basu, Anirban, Mailloux, Brian, Bostick, Benjamin C., Chillrud, Steven N. | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Surface Water Features, Population |