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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| 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 | ||
| Spaceborne Canopy Height Products Should Be Complemented With Airborne | Moudry, Vitezslav, Remelgado, Ruben, Forkel, Matthias, Torresani, Michele, Laurin, Gaia Vaglio, Sarovcova, Eliska, Garcia Millan, Virginia E., Fischer, Fabian Jorg, Jucker, Tommaso, Gallay, Michal, Kacic, Patrick, Hakkenberg, Christopher R., Kokalj, Ziga, Sterenczak, Krzysztof, Erfanifard, Yousef, Rocchini, Duccio, Prosek, Jiri, Roilo, Stephanie, Gdulova, Katerina, Cord, Anna F., Perrone, Michela, MolinaValero, Juan Alberto, Smida, Jiri, Surovy, Peter, Melichova, Zlatica, Malavasi, Marco, Urban, Rudolf, Stroner, Martin, Seidel, Dominik, Szabo, Szilard, Bertalan, Laszlo, Eltner, Anette, Cazzolla Gatti, Roberto, Kanuk, Jan, Bartak, Vojtech, Franke, Daniel, Brede, Benjamin, Song, Qian, Urbazaev, Mikhail, Kissling, W. Daniel | Canopy Characteristics, Biomass, Vegetation Height, Forest Composition/Vegetation Structure | ||
| 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 | ||
| Reduced Vegetation Uptake During the Extreme 2023 Drought Turns the Amazon Into a Weak Carbon Source | Botia, S., DiasJunior, C. Q., Komiya, S., van der Woude, A. M., Terristi, M., de Kok, R. J., Koren, G., van Asperen, H., Jones, S. P., D'Oliveira, F. A. F., Weber, U., MarquesFilho, E. P., Cely, I. M., Araujo, A., Lavric, J. V., Walter, D., Li, X., Wigneron, J. P., Stocker, B. D., Goncalves de Souza, J., O'Sullivan, M., Sitch, S., Ciais, P., Chevallier, F., Li, W., Luijkx, I., Peters, W., Quesada, C. A., Zaehle, S., Trumbore, S., Bastos, A. | Terrestrial Ecosystems, Biomass, LIDAR WAVEFORM, Albedo, Anisotropy, Reflectance, Atmospheric Carbon Dioxide, Solar Induced Fluorescence |
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| 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 | ||
| 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 | ||
| Tracking savanna vegetation structure in South Africa by extension of GEDI canopy metrics with Landsat, Sentinel-2, and PALSAR | Filippelli, Steven K., Vogeler, Jody C., Mauro, Francisco, Coetsee, Corli, Fekety, Patrick A., McHale, Melissa, Bunn, David | Savannas, Vegetation Height, Vegetation Cover, Forest Composition/Vegetation Structure, Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| Transferability of Aboveground Biomass Estimation Using Sentinel-1/2 and GEDI Data in Subtropical Forests of Complex Terrain, China | Wang, Guoqing, Dong, Wenquan, Zhang, Huaiqing, Ji, Yongjie, Zhang, Wangfei, Zhao, Han, Wang, Mengjin, Ma, Yuqiao, Song, Ci, Jiang, Ying, Bai, Chenfu, Wu, Jing | Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM, Canopy Characteristics | ||
| Stratospheric Aerosol Particle Size Explains Divergent Limb and Solar Occultation Measurements After the Hunga Eruption | Remai, Cara, Zawada, Daniel, Bourassa, Adam, Dube, Kimberlee, Baron, Alexandre, Smith, Kate, Rieger, Landon, Degenstein, Douglas | Aerosols, Aerosol Extinction, Dust/Ash/Smoke, Atmospheric Chemistry, Nitrogen Compounds, Nitrogen Dioxide, Oxygen Compounds, Trace Gases/Trace Species, Atmospheric Water Vapor, Atmospheric Temperature, Atmospheric Pressure, Atmospheric Pressure Measurements, Water Vapor, Air Temperature, Water Vapor Indicators, Surface Temperature, Total Ozone | ||
| Validating remotely sensed biomass estimates with forest inventory data in the western US | Cao, Xiuyu, Sexton, Joseph O., Wang, Panshi, Gounaridis, Dimitrios, Carter, Neil H., Zhu, Kai | LIDAR WAVEFORM, Evergreen Vegetation, Deciduous Vegetation, Canopy Characteristics, Biomass, Shrubland/Scrub, Forests, Grasslands | ||
| Topography-mediated aboveground biomass (AGB) carbon storage in semiarid Patagonia: native forests and pine plantations at the landscape scale | Valfre-Giorello, Tatiana Alejandra, Agost, Lisandro, Conti, Georgina, Montero, Carla, Oneto, Maria Elena, Perez, Daniel Roberto | Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM, Canopy Characteristics | ||
| Toward elucidating accessory pigments in intense phytoplankton blooms | Zoffoli, Maria Laura, Pochic, Victor, Bresciani, Mariano, Braga, Federica, Lacour, Thomas, Retho, Michael, Manach, Soazig, Rottgers, Rudiger, Detoni, Amalia Maria Sacilotto, Harmel, Tristan, Oiry, Simon, Gernez, Pierre | Viewing Geometry, Geolocation, Infrared Radiance, Visible Radiance | ||
| Extreme droughts shrink suitable habitats and reduce fitness for large mammals in the American West | Leclerc, Martin, Mills, Kirby L., Ditmer, Mark A., Stoner, David C., Sexton, Joseph O., Wang, Panshi, Hersey, Kent R., Schroeder, Cody A., Andreasen, Alyson M., Choate, David, Hall, Derek B., Longshore, Kathleen M., DeBloois, Darren, Engebretsen, Kristin, Young, Julie K., Jackson, Patrick J., Schoenecker, Kathryn A., Carter, Neil H. | LIDAR WAVEFORM, Evergreen Vegetation, Deciduous Vegetation, Canopy Characteristics, Biomass, Shrubland/Scrub, Forests, Grasslands | ||
| Global daily TROPOMI XCH4 reconstruction and methane emission hotspot identification using machine learning | Xiao, Qian, Wan, Yong, Han, Ge, Liu, Yu, Niu, Shanwei, Xu, Shaokun | Methane, Emissions, Land Use/Land Cover Classification, Reflectance, Albedo, Anisotropy, Shortwave Radiation | ||
| Comparison of Soil Mineralogy From EMIT Imaging Spectroscopy and | Liu, Xuan, Ginoux, Paul, Perez GarciaPando, Carlos, GonzalezRomero, Adolfo, Querol, Xavier, Brodrick, Philip G., Evan, Amato | Soil Chemistry | ||
| Cross-hemispheric transport of the Hunga aerosol plume: in situ evidence and radiative effects from the northern hemisphere | Kloss, Corinna, Berthet, Gwenael, Sellitto, Pasquale, Bartolome Garcia, Irene, Briaud, Emmanuel, Das, Rubel Chandra, Chevrier, Stephane, Dumelie, Nicolas, Joly, Lilian, Lecas, Thomas, Marbach, Pauline, Ploeger, Felix, Renard, Jean-Baptiste, Vernier, Jean-Paul, Wienhold, Frank G., Hegglin, Michaela I. | Aerosols, Aerosol Extinction, Dust/Ash/Smoke, Atmospheric Chemistry, Carbon And Hydrocarbon Compounds, Nitrogen Compounds, Nitrogen Dioxide, Oxygen Compounds, Trace Gases/Trace Species, Atmospheric Pressure, Atmospheric Pressure Measurements, Atmospheric Radiation, Longwave Radiation, Shortwave Radiation, Ultraviolet Radiation, Atmospheric Water Vapor, Water Vapor Indicators, Water Vapor, Total Ozone | ||
| Cloud-Resilient Forest Monitoring for Sustainable Urban Land Management: L-Band SAR Assessment of Charcoal-Driven Peri-Urban Woodland Change in Lusaka, Zambia | Nyongolo, Musoka, Lubinda, Florence, Nyimbili, Penjani Hopkins, Nguvulu, Alick, Kilundo, Anastasia, Mwanaumo, Erastus | Terrestrial Ecosystems, Biomass, LIDAR WAVEFORM | ||
| Assimilation of satellitebased forest biomass, productivity and leaf area index in a global land model incorporating parameter spatial variations and age effects | Ma, Rui, Zhang, Yuan, Ciais, Philippe, Li, Wei, Xiao, Jingfeng, Wang, Yingping, Liu, Liyang, Zhu, Songyan | Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM, Canopy Characteristics | ||
| Spatial Non-Uniqueness in the Pan-tropical LVODAGB Relationship: Implications for Biomass Retrieval | Salazar-Neira, Julio-Cesar, Mialon, Arnaud, Richaume, Philippe, Francesca, Valentina Di, Kerr, Yann, Rodriguez-Fernandez, Nemesio | Terrestrial Ecosystems, LIDAR WAVEFORM, Biomass | ||
| On the Use of Global Ecosystem Dynamics Investigation (GEDI) in the Mangrove Ecosystem. Estimation of Canopy Aboveground Biomass Density in Lian Batangas, Philippines | Bulan, Jejomar, Cadondon, Jumar, Roque, Floro Junior, Caido, Nadine Grace, Lesidan, James Roy, Galvez, Maria Cecilia, Vallar, Edgar | Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM, Canopy Characteristics | ||
| Pre-Fire Fuel Conditions Are Dominant Drivers of Burn Severity in the | WardBaranyay, M., Lee, C., PascoliniCampbell, M., Sousa, D., Kinoshita, A. M. | Land Surface Temperature, Evapotranspiration, Viewing Geometry, Geolocation, Infrared Radiance, Visible Radiance, Canopy Characteristics |
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| The role of GEDI spaceborne lidar in biodiversity analyses: a topical review | Torresani, Michele, Moudry, Vitezslav, Hakkenberg, Christopher R, Goetz, Scott J, Coomes, David, Cotrina-Sanchez, Alexander, Armston, John David, Vogeler, Jody C, Roy, David, Rocchini, Duccio, Laurin, Gaia Vaglio, Perrone, Michela, Tognetti, Roberto | Canopy Characteristics, Vegetation Cover, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation, Lidar, Topography, Vegetation Height | ||
| A hierarchical NFI-GEDI approach for aboveground biomass estimation and | Zhu, Chenghao, Xu, Aijun, Du, Qun, Ji, Biyong, Xie, Binglou | Carbon, Carbon Sequestration, Carbon Flux, Forests | ||
| Above-Ground Biomass Density Geoinformation Modelling Using Machine Learning Methods | Kandii, M., Samoilenko, V., Bilous, L., Dibrova, I. | Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM, Canopy Characteristics | ||
| Forest aboveground biomass in the southwestern US from MISR and GEDI: | Chopping, Mark J., Wang, Zhuosen, Schaaf, Crystal B., Bull, Michael | Terrestrial Ecosystems, LIDAR WAVEFORM, Biomass, Canopy Characteristics, Vegetation Cover, Droughts, Land Use/Land Cover, Litter Characteristics, Forests, Carbon |
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