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 ISS Data
List of peer-reviewed publications that cite using ISS data.
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| Title | Year Sort ascending | Author | Topic | Dataset |
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| Risk Analysis of Soil Erosion Using Remote Sensing, GIS, and Machine Learning Models in Imbabura Province, Ecuador | Garrido, Fernando, Granda, Pedro | Topographical Relief Maps, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Evapotranspiration, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain | ||
| Retrieval of stratospheric aerosol extinction coefficients from sun-normalized Ozone Mapper and Profiler Suite Limb Profiler (OMPS-LP) measurements | Rozanov, Alexei, Pohl, Christine, Arosio, Carlo, Bourassa, Adam, Bramstedt, Klaus, Malinina, Elizaveta, Rieger, Landon, Burrows, John P. | Carbon And Hydrocarbon Compounds, Atmospheric Radiation, Ultraviolet Radiation, Shortwave Radiation, Longwave Radiation, Aerosols, Aerosol Extinction, Dust/Ash/Smoke, Atmospheric Chemistry, Nitrogen Compounds, Nitrogen Dioxide, Oxygen Compounds, Trace Gases/Trace Species, Atmospheric Water Vapor, Air Temperature, Atmospheric Pressure, Atmospheric Pressure Measurements, Water Vapor, Water Vapor Indicators, Surface Temperature, Atmospheric Temperature, Total Ozone | ||
| Quantification of GEDI Geolocation Error and Its Influence on Elevation | Yang, Cancan, Peng, Daoli, Deng, Kai, Jiang, Ling, Zhao, Mingwei, Zeng, Weisheng, Shao, Yakui, Wang, Ni | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height | ||
| Quantifying and correcting geolocation error in spaceborne LiDAR forest canopy observations using high spatial accuracy data: A Bayesian model approach | Shannon, Elliot S., Finley, Andrew O., Hayes, Daniel J., Noralez, Sylvia N., Weiskittel, Aaron R., Cook, Bruce D., Babcock, Chad | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, Land Use/Land Cover, Forests, Carbon, Biomass | ||
| Relationship of bioclimatic and topographic variation on species-biomass distribution in tropical forest reserve | Pandey, Prem C. | Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM, Canopy Characteristics | ||
| Repeat GEDI footprints measure the effects of tropical forest disturbances | Holcomb, Amelia, Burns, Patrick, Keshav, Srinivasan, Coomes, David A. | Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation, Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM | ||
| Central African biomass carbon losses and gains during 20102019 | Zhao, Zhe, Ciais, Philippe, Wigneron, Jean-Pierre, Santoro, Maurizio, Brandt, Martin, Kleinschroth, Fritz, Lewis, Simon L., Chave, Jerome, Fensholt, Rasmus, Laporte, Nadine, Sonwa, Denis Jean, Saatchi, Sassan S., Fan, Lei, Yang, Hui, Li, Xiaojun, Wang, Mengjia, Zhu, Lei, Xu, Yidi, He, Jiaying, Li, Wei | Land Use/Land Cover Classification, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Terrestrial Ecosystems, Biomass, LIDAR WAVEFORM | ||
| Characterization and Validation of ECOSTRESS Sea Surface Temperature Measurements at 70 m Spatial Scale | Wethey, David S., Weidberg, Nicolas, Woodin, Sarah A., Vazquez-Cuervo, Jorge | Land Surface Temperature, Emissivity, Sea Surface Temperature, Sea Surface Temperature, Clouds, Sea Surface Temperature, Infrared Radiance, THERMAL INFRARED, Sea Surface Temperature, Geolocation |
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| Characterizing the Accelerated Global Carbon Emissions from Forest Loss | Liu, Wendi, Zhang, Xiao, Xu, Hong, Zhao, Tingting, Wang, Jinqing, Li, Zhehua, Liu, Liangyun | Terrestrial Ecosystems, Biomass, LIDAR WAVEFORM | ||
| Characterizing the structural complexity of the Earth's forests with | de Conto, Tiago, Armston, John, Dubayah, Ralph | Land Use/Land Cover Classification, Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation, LIDAR WAVEFORM, Evergreen Vegetation, Deciduous Vegetation, Biomass, Shrubland/Scrub, Forests, Grasslands, Terrestrial Ecosystems, Forest Composition/Vegetation Structure |
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| Ecosystem Resilience Monitoring and Early Warning Using Earth | Bathiany, Sebastian, Bastiaansen, Robbin, Bastos, Ana, Blaschke, Lana, Lever, Jelle, Loriani, Sina, De Keersmaecker, Wanda, Dorigo, Wouter, Milenkovic, Milutin, Senf, Cornelius, Smith, Taylor, Verbesselt, Jan, Boers, Niklas | Canopy Characteristics, Vegetation Cover, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation, Lidar, Topography, Vegetation Height | ||
| Contribution of vegetation fragments to carbon storage in agricultural landscapes of the Peruvian Amazon | Vela Alvarado, Jorge Washinton, Clavo, Zoyla-Mirella, Ramirez-Flores, Noe, Villegas Panduro, Pedro Pablo, Saito Villanueva, Carlos | Carbon, Carbon Sequestration, Carbon Flux, Forests | ||
| Coupling GEDI LiDAR and Optical Satellite for Revealing Large-Scale | Zhang, Qiang, Zhang, Geli, Zhang, Yao, Xiao, Xiangming, You, Nanshan, Li, Zhichao, Tang, Hao, Yang, Tong, Di, Yuanyuan, Dong, Jinwei | Reflectance, Anisotropy, Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height | ||
| COWVR/TEMPEST Multi-Sensor Satellite-Based Surface State Parameter Retrievals | May, Jackie C., Rowley, Clark | Water Vapor, Wind Direction, Wind Speed, Cloud Water Path, Surface Winds, Wind Direction, Wind Speed, ANTENNA TEMPERATURE, Sensor Counts, Brightness Temperature | ||
| Continental Scale Assessment of Variation in Floodplain Roughness With | Barinas, Gabriel, Good, Stephen P., Tullos, Desiree | Terrestrial Ecosystems, Biomass, LIDAR WAVEFORM, Canopy Characteristics, Terrain Elevation | ||
| Correcting SAR-derived DEMs with ICESat-2 using deep learning | Guenther, Eric, Neuenschwander, Amy, Magruder, Lori, Maze-England, Donald | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height | ||
| Connecting spaceborne lidar with NFI networks: A method for improved estimation of forest structure and biomass | May, Paul B., Dubayah, Ralph O., Bruening, Jamis M., Gaines, George C. | Terrestrial Ecosystems, LIDAR WAVEFORM, Biomass, Evergreen Vegetation, Deciduous Vegetation, Canopy Characteristics, Shrubland/Scrub, Forests, Grasslands | ||
| Contrasting Chlorine Chemistry on Volcanic and Wildfire Aerosols in the | Wang, Peidong, Solomon, Susan | Aerosols, Particulate Matter, Aerosol Optical Depth/Thickness, Aerosol Particle Properties, Aerosol Extinction, Aerosol Backscatter, Sulfate Particles, Dust/Ash/Smoke | ||
| Dorsal and ventral plumage coloration evolve as distinct modules with different environmental correlations | Friedman, Nicholas R., Remes, Vladimir | Terrestrial Ecosystems, Biomass, LIDAR WAVEFORM, Vegetation Index, Vegetation Cover, Normalized Difference Vegetation Index (NDVI), Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo, Reflectance | ||
| Ecological Systems Classification: Integrating Machine Learning | Sunde, Michael, Diamond, David, Elliott, Lee | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height | ||
| Estimation of above ground biomass in tropical heterogeneous forests in | Indirabai, Indu, Nilsson, Mats | Evergreen Vegetation, Shrubland/Scrub, Grasslands, Forests, Canopy Characteristics, Deciduous Vegetation, Biomass, LIDAR WAVEFORM | ||
| Estimating forest height and above-ground biomass in tropical forests using P-band TomoSAR and GEDI observations | Liu, Xiao, Neigh, Christopher S.R., Pardini, Matteo, Forkel, Matthias | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM, Plant Characteristics, Terrain Elevation, Vegetation Species, Forest Composition/Vegetation Structure, Dominant Species | ||
| Integrating Multi-Source Satellite Data and Environmental Information in a U-Net Architecture for Canopy Height Mapping in French Guiana | Lahssini, Kamel, Baghdadi, Nicolas, Maire, Guerric Le, Fayad, Ibrahim, Vincent, Gregoire | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height | ||
| Evaluating the performance of airborne and spaceborne lidar for mapping | Campbell, Michael J., Eastburn, Jessie F., Dennison, Philip E., Vogeler, Jody C., Stovall, Atticus E.L. | LIDAR WAVEFORM, Evergreen Vegetation, Deciduous Vegetation, Canopy Characteristics, Biomass, Shrubland/Scrub, Forests, Grasslands | ||
| EVALUATING URBAN BIODIVERSITY: EFFECTIVENESS OF CITIZEN SCIENCE DRIVEN | Buhrs, Malte, Zepp, Harald, Schmitt, Thomas | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height |