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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| Automatic tree-level based forest inventories retrieval via ultra-high resolution UAV images and deep learning | Fan, Wen, Knoke, Thomas, Troles, Jonas, Tian, Jiaojiao | Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM, Canopy Characteristics | ||
| Assessment of spaceborne and airborne lidar metrics using Fay-Herriot | Gonzalez Mesquida, Bernardo, Pascual, Adrian, Rodriguez-Puerta, Francisco, Guerra-Hernandez, Juan, Perroy, Ryan L., Garcia-Gomez, Rodrigo, Mauro, Francisco | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation | ||
| Beat the heat: Hotspots for nature-based solutions in Vienna and | Wanner, Alice, Budhiraja, Bakul, McKinley, Jennifer, Jungnickel, Meike | Land Surface Temperature, Emissivity | ||
| A novel light use efficiency model incorporating stand age to improve monitoring of mangrove productivity and biomass accumulation | Li, Shihua, Wei, Xu, Lin, Wei, Li, Peng | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height | ||
| A 10 m High-precision Canopy Height Product for Nanping City, Fujian Province, China | Yi, Ling, Yao, Xiaojing, Yang, Aixia, Zhang, Liqiang, Wang, Dacheng, Jiao, Yue, Chen, Yaoliang, Liu, Shufu, Chen, Gang, Liu, Yalan | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height | ||
| Advancing point-to-grid scale ET mapping: comparative assessment of ECOSTRESS and MODIS LST and ET across heterogeneous landscapes | Park, Kijin, Baik, Jongjin, Kim, Kiyoung, Park, Jongmin | Evapotranspiration, Latent Heat Flux, Geolocation, Land Use/Land Cover Classification, Land Surface Temperature, Emissivity, Clouds, Total Surface Precipitation Rate |
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| Advancing fire regime assessment in the Indian Himalayan forests using | Bhandari, Konica, Singh, Gulab | Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM, Canopy Characteristics, Vegetation Cover, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation, Lidar, Topography, Vegetation Height | ||
| Canopy Rainfall Storage Capacity Quantified Across the Diversely | Sandquist, Abigail G., Good, Stephen P., Barinas, Gabriel, Allen, Scott T. | Terrestrial Ecosystems, Biomass, LIDAR WAVEFORM, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | ||
| Geostatistical techniques for estimating aboveground biomass in eastern Amazonia | Figueiredo De Souza, RL, Dionizio, EA, Lopes Cavalcante, RB | Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM, Canopy Characteristics | ||
| Landscape configuration shapes bird-plant multilayer networks in urban | Tang, Tianyu, Hirao, Toshihide | Land Surface Temperature, Normalized Difference Vegetation Index (NDVI), Albedo | ||
| 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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| Effect of Climatic Aridity on Above-Ground Biomass, Modulated by Forest Fragmentation and Biodiversity in Ghana | Njomaba, Elisha, Aikins, Ben Emunah, Surovy, Peter | Canopy Characteristics, Vegetation Cover, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation, Lidar, Topography, Vegetation Height | ||
| Enhancing aboveground biomass estimation in tropical dry forests with GEDI, Sentinel-1/2 and national Forest inventory data | Reyes-Palomeque, Gabriela, Andres-Mauricio, Juan, Hernandez-Martinez, Luis A., Pena-Lara, Victor, Tun-Dzul, Fernando, Hernandez-Stefanoni, Jose Luis | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation | ||
| Enhanced forest carbon gains from stronger protection in China's protected areas | Fu, Yuwen, Li, Wang, Niu, Zheng, Chen, Fang, Zhang, Bing, Qiao, Hailang, Wang, Li, Svenning, Jens-Christian | Terrestrial Ecosystems, LIDAR WAVEFORM, Biomass | ||
| Correcting Laser Footprint Geolocation Errors in Mountainous Forests by | Yang, Xiaomeng, Xie, Junfeng, Liu, Ren, Mo, Fan, Zhao, Huakai, Ai, Bo, Tang, Xinming | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height | ||
| Confronting Land Surface Temperature and Ground Station Data for Urban | da Silva, Mario Alves, Borelli, Gregorio, Gasparella, Andrea, Pernigotto, Giovanni | Land Surface Temperature | ||
| Comprehensive uncrewed aerial system data for Amazon rainforest at Tiputini Biodiversity Station, Ecuador | Jung, Minyoung, Chang, Anjin, Cannon, Charles H., Rivas-Torres, Gonzalo, Jung, Jinha | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height | ||
| Comparative analysis of machine learning biomass models against global remote sensing products using ground validation | Paraseth, Prakash, Khanal, Arpan, Banerjee, Kakoli | Biomass, Forests, Vegetation Height, DISTURBANCE | ||
| Integrating species distribution models (SDM) in spatially explicit GIS-tools to support nature-sensitive urban planning | Buhrs, Malte, Rienow, Andreas, Zepp, Harald | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height | ||
| Data-driven multisource estimation of aboveground biomass density: a baseline for rangeland monitoring | Chere, Zerihun, Gessesse, Berhan, Ali, Abebe Mohammed, Mul, Marloes, Yalew, Seleshi | Evergreen Vegetation, Shrubland/Scrub, Grasslands, Forests, Canopy Characteristics, Deciduous Vegetation, Biomass, LIDAR WAVEFORM, Terrestrial Ecosystems | ||
| Declining grassland canopy height in China under asymmetric biomass allocation | Li, Huaqiang, Hu, Xinmiao, Li, Fei, Zhang, Yingjun, Lin, Kejian, Wang, Jie, Wang, Jiating | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, Reflectance, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | ||
| Mapping the structural diversity of Central African and Western US forests using GEDI | Schneider, Fabian D., Dean, Morgan, Ordway, Elsa M., Libalah, Moses B., Ferraz, Antonio | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation | ||
| Integration of Google's Alpha Earth Foundations into biomass estimation combined with GEDI spaceborne lidar and field inventory data | Pascual, Adrian, Guerra-Hernandez, Juan | Biomass | ||
| InSAR analysis using both co- and cross-polarized data at Death Valley, California from 20172025 | Paschall, Olivia, Lohman, Rowena Benfer | Solar Irradiance, Air Quality, ULTRAVIOLET RADIANCE, Visible Radiance, Infrared Radiance, Geolocation, VIEWING GEOMETRY | ||
| Leveraging GEDI LiDAR and SRTM DSM for estimating temporal changes in tree canopy height | Ali, Yaqub, Rahman, M. Mahmudur, Hossain, Mohammad Mosharraf | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height |