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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| Temporal and spatial dynamics of Net Primary Productivity and prediction of wetland carbon sequestration potential on the Tibetan Plateau | Cao, Liang, Dong, Shi, Wang, Yuyan, Li, Xingran, Zhao, Yonghua, Ma, Danni, Pubu, Zhuoma, Ma, Hongmei, Li, Wei, Cao, Pengxi | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| The Accuracy, Spatial Consistency, and Impact Factors of Global Cropland Products in Karst Landscapes: A Case Study of the YunnanGuizhou Plateau | Xia, Yi, Bao, Li, Xia, Yunsheng, Liu, Guangjie | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps, Reflectance | ||
| Synergies and trade-offs in forest carbon pools: separating universal drivers from forest type-specific controls | Zhou, You, She, Jiyun, Xiang, Guohong, Zhu, Xiongmei | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Surviving the Patchwork: Habitat Preferences of a Threatened Amphibian in a Fragmented Tropical Landscape | Rajiv, N. V., Sankararaman, Vishnupriya, Ramachandran, Vivek | Land Use/Land Cover Classification, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Supporting fire behavior modelling with canopy base height and canopy bulk density estimates using airborne and spaceborne lidar | Pascual, Adrian, Guerra-Hernandez, Juan, Botequim, Brigite, Gonzalez-Ferreiro, Eduardo | Canopy Characteristics, Vegetation Cover, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation, Lidar, Topography, Vegetation Height | ||
| Spatiotemporal variations and driving forces of wind erosion and sand stabilization in the middle Heihe River Basin | Liu, Yi, Peidong, Shi, Chenhao, Niu, Liu, Miao, Zibin, Wang | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| Smooth surface reconstruction of earthquake faults from distributed moment-potency-tensor solutions | Sato, Dye S K, Yagi, Yuji, Okuwaki, Ryo, Fukahata, Yukitoshi | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Spaceborne LiDAR reveals 3D structural differences between natural forests and tree plantations in China | Bai, Hao, Yusup, Asadilla, Guo, Yanpei, Cheng, Kai, Chen, Xiuzhi, Liu, Jing, Tao, Shengli | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation | ||
| Soil moisture buffers the impact of precipitation variability on ecosystem productivity | Wang, Huiqi, Bassiouni, Maoya, Kang, Yanghui, Rifai, Sami W., Gherardi, Laureano A., Ukkola, Anna, Keenan, Trevor F. | Soil Classification, Soil Depth, Soil Porosity, Soil Texture, Terrain Elevation, Brightness Temperature, Surface Soil Moisture, Photosynthesis, Primary Production, Vegetation Productivity, Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Root Zone Soil Moisture |
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| The fully-automatic Sentinel-1 Global Flood Monitoring service: Scientific challenges and future directions | Wagner, Wolfgang, Bauer-Marschallinger, Bernhard, Roth, Florian, Raiger-Stachl, Tobias, Reimer, Christoph, McCormick, Niall, Matgen, Patrick, Chini, Marco, Li, Yu, Martinis, Sandro, Wieland, Marc, Kraft, Franziska, Festa, Davide, Hassaan, Muhammed, Tupas, Mark Edwin, Zhao, Jie, Seewald, Michaela, Riffler, Michael, Molini, Luca, Kidd, Richard, Briese, Christian, Salamon, Peter | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Sequential Residual Learning for Path Loss and Shadowing Prediction Using Multimodal Data | Lee, Dongyeob, Noh, Eonsu | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Seismic site characterization using satellite-derived terrain | Thakur, Harish, Anbazhagan, P. | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| SEISMO-VRE: A tool for a multiparametric and multidisciplinary study of an earthquake | Marchetti, Dedalo, Bailo, Daniele, Falcone, Giuseppe, Michalek, Jan, Paciello, Rossana, Piscini, Alessandro | 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 1.0), PARTICULATE MATTER (PM 10), 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 Pressure, Surface Winds, Geopotential Height, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Oxygen Compounds, Potential Temperature, Potential Temperature, Air Mass/Density, Atmospheric Carbon Monoxide, Carbon Monoxide, Atmospheric Ozone |
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| The Potential of EO Data for Enhanced Flood Monitoring and Forecasting: | Tarpanelli, Angelica, Massari, Christian, Revilla-Romero, Beatriz, Tourian, Mohammad J., Saemian, Peyman, Elmi, Omid, Scherer, Daniel, Pedinotti, Vanessa, Kittel, Cecile, Benveniste, Jerome, Bauer-Gottwein, Peter, Ciabatta, Luca, Chewning, Connor, Barbetta, Silvia, Filippucci, Paolo, Cantoni, Elia, Dettmering, Denise, Andersson, Jafet, Gal, Laetitia, Gustafsson, David, Hundecha, Yeshewatesfa, Larnicol, Gilles, Larnier, Kevin, Nielsen, Karina, Paris, Adrien, Sadki, Malak, Schwatke, Christian, Tamagnone, Paolo, Vrettou, Artemis, Douch, Karim, Volden, Espen, Schumann, Guy | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| The Impact of NO2 and SO2 Pollutants on Respiratory Diseases: A Case Study of Indonesia | Asadelia Rafmawan, Reizka | 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) | ||
| Urban morphology as a proxy for housing and infrastructure inequality: A machine learning approach using open building footprint data | Bastos Moroz, Cassiano, Thieken, Annegret H. | 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 | ||
| Topography influences megadune distribution and morphology | Zhao, Hui, Wang, Keqi, Sheng, Yongwei, Zhang, Deguo, Narteau, Clement, Zhan, Shengan, Chen, Fahu | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Towards Bedmap Himalayas: a new airborne glacier thickness survey in Khumbu Himal, Nepal | Pritchard, Hamish D., King, Edward C., Goodger, David J., Boyle, Douglas, Goldberg, Daniel N., Recinos, Beatriz, Orr, Andrew, Regmi, Dhananjay | Digital Elevation/Terrain Model (DEM), Ice Velocity | ||
| Three's Company: Human infrastructure and diminishing savannas | Ganguly, Divyajyoti, Srivathsa, Arjun, Vasudev, Divya, Ramakrishnan, Uma | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| Three-dimensional mapping of key soil properties with multi-stage validation and big data | Suleymanov, Azamat, Valiev, Gaziz, Shagaliev, Ruslan, Suleymanov, Ruslan, Belan, Larisa | Stratigraphic Sequence, Digital Elevation/Terrain Model (DEM), Soil Depth, Sediments | ||
| VoxCity: A seamless framework for open geospatial data integration, grid-based semantic 3D city model generation, and urban environment simulation | Fujiwara, Kunihiko, Tsurumi, Ryuta, Kiyono, Tomoki, Fan, Zicheng, Liang, Xiucheng, Lei, Binyu, Yap, Winston, Ito, Koichi, Biljecki, Filip | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| Water availability modulates maximum canopy heights of low-elevation Amazonian second-growth forests | Mohan, Midhun, Pastorello, Gilberto Z., Feng, Yanlei, Adrah, Esmaeel, Keller, Michael, Ewane, Ewane Basil, Longo, Marcos, Csillik, Ovidiu, Ferraz, Antonio, Dutta Roy, Abhilash, Meng, Lin, Chambers, Jeffrey Q. | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height | ||
| Using Archaeological Road Data to Evaluate Limits of Topography on Road Location: Roman Roads in the Near East as a Test Case | Pazout, Adam | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Two-stage defending framework for typhoon-resilient distribution energy | Ye, Chengjin, Hu, Bohan, Gao, Qiang | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Unprecedented Amazonian rainforests damage during the 20232024 droughts | Bai, Hao, Liu, Xiangzhuo, Yang, Hui, Chave, Jerome, Ciais, Philippe, Wigneron, Jean-Pierre, Saatchi, Sassan, Xiao, Jingfeng, Le Toan, Thuy, Hu, Xiaomei, Yang, Ziyan, Wang, Lijun, Fan, Lei, Yao, Yitong, Chen, Xiuzhi, Liu, Yanxu, Xue, Baolin, Guo, Qinghua, Tang, Zhiyao, Liu, Hongyan, Fang, Jingyun, Tao, Shengli | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance, Anisotropy |