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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| Ancient DNA and deep population structure in sub-Saharan African foragers | Lipson, Mark, Sawchuk, Elizabeth A., Thompson, Jessica C., Oppenheimer, Jonas, Tryon, Christian A., Ranhorn, Kathryn L., de Luna, Kathryn M., Sirak, Kendra A., Olalde, Inigo, Ambrose, Stanley H., Arthur, John W., Arthur, Kathryn J. W., Ayodo, George, Bertacchi, Alex, Cerezo-Roman, Jessica I., Culleton, Brendan J., Curtis, Matthew C., Davis, Jacob, Gidna, Agness O., Hanson, Annalys, Kaliba, Potiphar, Katongo, Maggie, Kwekason, Amandus, Laird, Myra F., Lewis, Jason, Mabulla, Audax Z. P., Mapemba, Fredrick, Morris, Alan, Mudenda, George, Mwafulirwa, Raphael, Mwangomba, Daudi, Ndiema, Emmanuel, Ogola, Christine, Schilt, Flora, Willoughby, Pamela R., Wright, David K., Zipkin, Andrew, Pinhasi, Ron, Kennett, Douglas J., Manthi, Fredrick Kyalo, Rohland, Nadin, Patterson, Nick, Reich, David, Prendergast, Mary E. | RADAR IMAGERY, Terrain Elevation, Digital Elevation/Terrain Model (DEM) | ||
| Anopheles albimanus (Diptera: Culicidae) Ensemble Distribution Modeling: | Rhodes, Charlotte G., Loaiza, Jose R., Romero, Luis Mario, Gutierrez Alvarado, Jose Manuel, Delgado, Gabriela, Rojas Salas, Obdulio, Ramirez Rojas, Melissa, Aguilar-Avendano, Carlos, Maynes, Ezequias, Valerin Cordero, Jose A., Soto Mora, Alonso, Rigg, Chystrie A., Zardkoohi, Aryana, Prado, Monica, Friberg, Mariel D., Bergmann, Luke R., Marin Rodriguez, Rodrigo, Hamer, Gabriel L., Chaves, Luis Fernando | Population Density, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity, Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps |
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| Applicability of the global TanDEM-X elevation data for terrain modelling of a forested karst area: a case study from Slovak Karst | Univerzita Komenskeho v Bratislave, BANDURA, Peter, GALLAY, Michal | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Analysis of two sources of variability of basin outflow hydrographs computed with the 2d shallow water model iber: digital terrain model and unstructured mesh ... | Garcia-Alen, Gonzalo, Gonzalez-Cao, Jose, Fernandez-Novoa, Diego, Gomez-Gesteira, Moncho, Cea, Luis, Puertas, Jeronimo | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Anthropogenic and environmental determinants of alien plant species spatial distribution on an island scale | Dimitrakopoulos, Panayiotis G., Koukoulas, Sotirios, Michelaki, Chrysanthi, Galanidis, Alexandros | Photosynthesis, Primary Production, Vegetation Productivity, Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| Assessing streamflow modeling using single and multi-site calibration approach on Bharathpuzha catchment, India: a case study | Singh, Leelambar, Saravanan, Subbarayan | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Assessing the Effectiveness of Green Landscape Buffers to Reduce Fire Severity and Limit Fire Spread in California: Case Study of Golf Courses | Herbert, Claudia, Butsic, Van | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| Assessing the impact of sampling strategy in Random Forest-based predicting of soil nutrientsA study case from Northern Morocco | John, Kingsley, Bouslihim, Yassine, Bouasria, Abdelkrim, Razouk, Rachid, Hssaini, Lahcen, Isong, Isong Abraham, Ait Mbarek, Samir, Ayito, Esther O., Ambrose-Igho, Gare | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Assessing the predictive efficacy of six machine learning algorithms for | Sharma, Laxmi Kant, Gupta, Rajit, Fatima, Naureen | LIDAR WAVEFORM, Canopy Characteristics, Terrain Elevation | ||
| Assessing Climate Change Impact on Water Resources in Water Demand Scenarios Using SWAT-MODFLOW-WEAP | Abbas, Salam A., Xuan, Yunqing, Bailey, Ryan T. | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Assessing distribution changes of selected native and alien invasive plant species under changing climatic conditions in Nyeri County, Kenya | Waititu, Julius Maina, Mundia, Charles Ndegwa, Sichangi, Arthur W. | 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 | ||
| Assessment of drought vulnerability through an integrated approach using AHP and geoinformatics in the Kangsabati River Basin | Alharbi, Raied Saad, Nath, Shaminee, Faizan, O. Mohammed, Hasan, Mohd Sayeed Ul, Alam, Shamshad, Khan, Mohammad Amir, Bakshi, Sayantan, Sahana, Mehebub, Saif, Mufti Mohammad | Boundaries, Population, Terrain Elevation, Climate Adaptation | ||
| Assessing representation of remote sensing derived rorest structure and land cover across a network of protected areas | Muise, Evan R., Coops, Nicholas C., Hermosilla, Txomin, Ban, Stephen S. | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Assessing landcover and water uses effects on water quality in a rapidly developing semi-urban coastal area of Bangladesh | Datta, Srijon, Karmakar, Shyamal, Islam, Md Nazrul, Karim, Mir Enamul, Kabir, Md Humayain, Uddin, Jamir | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Assessment of data mining, multi-criteria decision making and fuzzy-computing techniques for spatial flood susceptibility mappingA comparative study | Balogun, Abdul-Lateef, Sheng, Tan Yong, Sallehuddin, Muhammad Helmy, Aina, Yusuf A., Dano, Umar Lawal, Pradhan, Biswajeet, Yekeen, Shamsudeen, Tella, Abdulwaheed | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Assessing the impacts of human interventions and climate change on fluvial flooding using CMIP6 data and GIS-based hydrologic and hydraulic models | Mahato, Purushottam Kumar, Singh, Dharmaveer, Bharati, Birendra, Gagnon, Alexandre S., Singh, Bhupendra Bahadur, Brema, Javanarayanan | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Assessing the impacts of natural disasters on rice production in Jiangxi, China | Fu, Xiao, Zhao, Guannan, Wu, Weicheng, Xu, Bin, Li, Jie, Zhou, Xiaoting, Ke, Xinxin, Li, Yuan, Li, Wenjing, Zhou, Cuimin, Jiang, Jingheng, Zhang, Ming, Liu, Yixuan, Tu, Qihong | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| All-sky 1 km MODIS land surface temperature reconstruction considering cloud effects based on machine learning | Cho, Dongjin, Bae, Dukwon, Yoo, Cheolhee, Im, Jungho, Lee, Yeonsu, Lee, Siwoo | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity, RADAR IMAGERY, Terrain Elevation, Digital Elevation/Terrain Model (DEM) | ||
| An exploration of solar-induced chlorophyll fluorescence (SIF) factors simulated by SCOPE for capturing GPP across vegetation types | Yang, Songxi, Yang, Jian, Shi, Shuo, Song, Shalei, Zhang, Yangyang, Luo, Yi, Du, Lin | Reflectance, Anisotropy, 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, Photosynthesis, Primary Production, Vegetation Productivity, Atmospheric Radiation, Longwave Radiation, Shortwave Radiation, Radiative Flux, Radiative Forcing, Surface Radiative Properties, Albedo, Emissivity, Cloud Properties, Cloud Optical Depth/Thickness, Skin Temperature, Sea Surface Skin Temperature, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) |
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| An integrated assessment on the warming effects of urbanization and agriculture in highly developed urban agglomerations of China | Yan, Zhangmei, Zhou, Decheng, Li, Yu, Zhang, Liangxia | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Albedo, Anisotropy, Evapotranspiration, Latent Heat Flux, Land Surface Temperature, Emissivity, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps |
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| An Analysis of Spatio-Temporal Relationship between Satellite-Based Land | Liu, Jiang, Hagan, Daniel Fiifi Tawia, Holmes, Thomas R., Liu, Yi | Emissivity, Land Surface Temperature, Land Use/Land Cover Classification, Carbon Monoxide, Geopotential Height, Tropopause, Methane, Atmospheric Ozone, Surface Pressure, Outgoing Longwave Radiation, Air Temperature, Upper Air Temperature, Humidity, Total Precipitable Water, Water Vapor, Water Vapor Profiles, Cloud Liquid Water/Ice, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Skin Temperature, Sea Surface Temperature, 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, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover |
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| An area-based projection algorithm for SAR radiometric terrain correction and geocoding | Shiroma, Gustavo H. X., Lavalle, Marco, Buckley, Sean M. | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| A Google Earth Engine approach for wildfire susceptibility prediction fusion with remote sensing data of different spatial resolutions | Tavakkoli Piralilou, Sepideh, Einali, Golzar, Ghorbanzadeh, Omid, Nachappa, Thimmaiah Gudiyangada, Gholamnia, Khalil, Blaschke, Thomas, Ghamisi, Pedram | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| A high-resolution fuel type mapping procedure based on satellite imagery and neural networks: Updating fuel maps for wildfire simulators | Lopez-De-Castro, Marcos, Prieto-Herraez, Diego, Asensio-Sevilla, Maria Isabel, Pagnini, Gianni | Land Surface Temperature, Emissivity, REFLECTED INFRARED, THERMAL INFRARED, VISIBLE IMAGERY, Visible Radiance, Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| A full-coverage estimation of PM2.5 concentrations using a hybrid XGBoost-WD model and WRF-simulated meteorological fields in the Yangtze River Delta Urban Agglomeration, China | Wang, Jiajia, He, Li, Lu, Xiaoman, Zhou, Liguo, Tang, Haoyue, Yan, Yingting, Ma, Weichun | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps |