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 |
|---|---|---|---|---|
| Comparative Analysis of GEDI's Elevation Accuracy from the First and Second Data Product Releases over Inland Waterbodies | Fayad, Ibrahim, Baghdadi, Nicolas, Frappart, Frederic | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, Digital Elevation/Terrain Model (DEM), LIDAR WAVEFORM | ||
| Comparison of time-integrated NDVI and annual maximum NDVI for assessing grassland dynamics | Yan, Junjie, Zhang, Guangpeng, Ling, Hongbo, Han, Feifei | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Comprehensive assessment of performances of long time-series LAI, FVC and GPP products over mountainous areasA case study in the Three-River source region, China | Zhang, Wenqi, Jin, Huaan, Li, Ainong, Shao, Huaiyong, Xie, Xinyao, Lei, Guangbin, Nan, Xi, Hu, Guyue, Fan, Wenjie | Reflectance, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Comparison of DVB-T passive radar simulated and measured bistatic RCS values for a Pilatus PC-12 aircraft | Speirs, Peter J., Ummenhofer, Martin, Schupbach, Christof, Renker, Matthias, Wellig, Peter, Cristallini, Diego, OHagan, Daniel W., Kohler, Michael, Murk, Axel | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Comparison of feature selection methods for mapping soil organic matter in subtropical restored forests | Chen, Yang, Ma, Lixia, Yu, Dongsheng, Zhang, Haidong, Feng, Kaiyue, Wang, Xin, Song, Jie | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Co-production, uptake of weather and climate services, and welfare impacts on farmers in SenegalA panel data approach | Chiputwa, Brian, Blundo-Canto, Genowefa, Steward, Peter, Andrieu, Nadine, Ndiaye, Ousmane | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Surface Water Features | ||
| Co-registration methods and error analysis for four decades (19792018) of glacier elevation changes in the southern Patagonian icefield | Vacaflor, Paulina, Lenzano, Maria Gabriela, Vich, Alberto, Lenzano, Luis | REFLECTED INFRARED, THERMAL INFRARED, VISIBLE IMAGERY, Terrain Elevation | ||
| Co-seismic landslide hazard assessment of Uttarakhand state (India) based on the modified Newmark model | Gupta, Kunal, Satyam, Neelima | 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 | ||
| Detection of Flash Flood Inundated Areas Using Relative Difference in | Atefi, Mujeeb Rahman, Miura, Hiroyuki | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Differential effects of vegetation and climate on termite diversity and damage | Wu, Donghao, Seibold, Sebastian, Ellwood, M. D. Farnon, Chu, Chengjin | Land Use/Land Cover Classification, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Detecting Li-bearing pegmatites using geospatial technology: the case of | Mashkoor, Rahmuddin, Ahmadi, Hemayatullah, Rahmani, Abdul Baqi, Pekkan, Emrah | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Detecting multitemporal land use changes and environmental fragility in a heterogeneous Brazilian landscape | Guerrero, Joao Vitor Roque, Escobar-Silva, Elton Vicente, Chaves, Michel Eustaquio Dantas, Mataveli, Guilherme Augusto Verola, Moschini, Luiz Eduardo | 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 | ||
| Estimating urban LST using multiple remotely sensed spectral indices and elevation retrievals | Mushore, Terence Darlington, Mutanga, Onisimo, Odindi, John | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Estimation and spatiotemporal variation analysis of net primary productivity in the Upper Luanhe River Basin in China from 2001 to 2017 combining with a downscaling method | Liu, Qinru, Zhao, Liang, Sun, Rui, Yu, Tao, Cheng, Shun, Wang, Mengjia, Zhu, Anran, Li, Qi | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Estimation of aerosol optical depth at 30 m resolution using Landsat imagery and machine learning | Liang, Tianchen, Liang, Shunlin, Zou, Linqing, Sun, Lin, Li, Bing, Lin, Hao, He, Tao, Tian, Feng | Aerosol Optical Depth/Thickness, Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| Erosivity factor effect assessment in the Mediterranean coastal watersheds: a Moroccan case study | Rami, Oumaima, Driss Hasnaoui, Moulay, ouazar, Driss | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Error and Uncertainty Degrade Topographic Corrections of Remotely Sensed Data | Dozier, Jeff, Bair, Edward H., Baskaran, Latha, Brodrick, Philip G., Carmon, Nimrod, Kokaly, Raymond F., Miller, Charles E., Miner, Kimberley R., Painter, Thomas H., Thompson, David R. | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, RADAR IMAGERY | ||
| Escalating carbon emissions from North American boreal forest wildfires and the climate mitigation potential of fire management | Phillips, Carly A., Rogers, Brendan M., Elder, Molly, Cooperdock, Sol, Moubarak, Michael, Randerson, James T., Frumhoff, Peter C. | Vegetation Cover, Forests, Biomass Burning, Surface Temperature, Precipitation Amount, Fire Dynamics, Fire Occurrence, Carbon, Burned Area, Biomass, Soil Moisture/Water Content, Topographic Effects | ||
| Estimating high-resolution PM2.5 concentrations by fusing satellite AOD and smartphone photographs using a convolutional neural network and ensemble learning | Wang, Fei, Yao, Shiqi, Luo, Haowen, Huang, Bo | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Aerosol Optical Depth/Thickness, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Estimating building height in China from ALOS AW3D30 | Huang, Huabing, Chen, Peimin, Xu, Xiaoqing, Liu, Caixia, Wang, Jie, Liu, Chong, Clinton, Nicholas, Gong, Peng | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| Impacts of varying precipitation regimes upon the structure, spatial patterns, and productivity of Nothofagus pumilio-dominated old-growth forests in Patagonia | Soto, Daniel P., Salas-Eljatib, Christian, Donoso, Pablo J., Hernandez-Moreno, Angela, Seidel, Dominik, D'Amato, Anthony W. | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Integrating topographic knowledge into deep learning for the void-filling of digital elevation models | Li, Sijin, Hu, Guanghui, Cheng, Xinghua, Xiong, Liyang, Tang, Guoan, Strobl, Josef | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, RADAR IMAGERY | ||
| Intercomparison of electromagnetic scattering models for delay-Doppler maps along a CYGNSS land track with topography | Campbell, James D., Akbar, Ruzbeh, Bringer, Alexandra, Comite, Davide, Dente, Laura, Gleason, Scott T., Guerriero, Leila, Hodges, Erik, Johnson, Joel T., Kim, Seung-Bum, Melebari, Amer, Pierdicca, Nazzareno, Ruf, Christopher S., Tsang, Leung, Wang, Tianlin, Xu, Haokui, Zhu, Jiyue, Moghaddam, Mahta | Soil Temperature, Soil Moisture/Water Content, SIGMA NAUGHT, Digital Elevation/Terrain Model (DEM), Land Use/Land Cover Classification, Normalized Difference Vegetation Index (NDVI), Soil Classification, Soil Texture, Surface Roughness, Radar Cross-Section, Radar Reflectivity, Flight Data Logs, Radar Cross-Section, Radar Reflectivity | ||
| Interannual trends of vegetation and responses to climate change and human activities in the Great Mekong Subregion | Han, Ze, Song, Wei | 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, Population Density, RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) |
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| Debris-covered glacier systems and associated glacial lake outburst | Racoviteanu, A.E., Nicholson, L., Glasser, N.F., Miles, Evan, Harrison, S., Reynolds, J.M. | Digital Elevation/Terrain Model (DEM) |