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 GEDI Data
List of peer-reviewed publications that cite using GEDI data.
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| Title | Year Sort ascending | Author | Topic | Dataset |
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| Improved annual forest cover maps in Oklahoma from analyses of PALSAR-2 | Yao, Yuan, Xiao, Xiangming, Qin, Yuanwei, Wang, Jie, Zhang, Chenchen, Newman, Gregory S., Pan, Li, Meng, Cheng, Pan, Baihong, Yin, Chenglong | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height | ||
| Improved assessment of post-fire recovery trajectory of forests in Amazon's protected areas | Wu, Qianhan, Lee, Calvin K.F., Wang, Jonathan A., Zhao, Yingyi, Song, Guangqin, Maeda, Eduardo Eiji, Su, Yanjun, Huete, Alfredo, Hughes, Alice C., Wu, Jin | Population Density, Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height | ||
| Improving the Estimates of County-Level Forest Attributes Using GEDI and Landsat-Derived Auxiliary Information in FayHerriot Models | Alegbeleye, Okikiola M., Poudel, Krishna P., VanderSchaaf, Curtis, Yang, Yun | LIDAR WAVEFORM, Canopy Characteristics, Terrain Elevation | ||
| Improving aboveground biomass density mapping of arid and semi-arid vegetation by combining GEDI LiDAR, Sentinel-1/2 imagery and field data | Hernandez-Martinez, Luis A., Dupuy-Rada, Juan Manuel, Medel-Narvaez, Alfonso, Portillo-Quintero, Carlos, Hernandez-Stefanoni, Jose Luis | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation | ||
| High-resolution aboveground biomass mapping: the benefits of biome-specific deep learning models | Perpinya-Valles, Marti, Cendagorta-Galarza, Daniel, Ameztegui, Aitor, Huertas, Claudia, Escorihuela, Maria Jose, Romero, Laia | Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM, Canopy Characteristics, Decomposition, Crown | ||
| Integrating PolInSAR and GEDI data with machine learning for forest canopy height predicting in Pongara National Park, Gabon | Benhalima, N., Ouarzeddine, M., Souissi, B., Bengusmia, D. | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height | ||
| Integrating GEDI, Sentinel-2, and Sentinel-1 imagery for tree crops | Adrah, Esmaeel, Wong, Jesse Pan, Yin, He | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM | ||
| Maps of forest vertical structure for Colombia, a megadiverse country | Camilo Fagua, J., Jantz, Patrick, Burns, Patrick, Jantz, Samuel M., Kilbride, John B., Goetz, Scott J. | LIDAR WAVEFORM, Canopy Characteristics, Terrain Elevation, Vegetation Height, Forest Composition/Vegetation Structure | ||
| Legacies of model initialization on predictions of future ecosystem | Chang, LiLing, Liu, Shaoqing, Antonarakis, Alexander S., Longo, Marcos, Tang, Hao, Armston, John David, Dubayah, Ralph, Moorcroft, Paul | Canopy Characteristics, Vegetation Cover, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation, Lidar, Topography, Vegetation Height | ||
| Machine Learning and Multisensor Data Fusion for Forest above Ground Biomass Estimation in Arkansas | Saim, Abdullah Al, Aly, Mohamed H. | Terrestrial Ecosystems, Biomass, LIDAR WAVEFORM | ||
| Interdecadal shift in the impact of winter landsea thermal contrasts on following spring transcontinental dust transport pathways in North Africa | Wen, Qi, Li, Yan, Du, Mengying, Song, Wenjun, Wei, Linbo, Wang, Zhilan, Li, Xu | Dust/Ash/Smoke, Carbonaceous Aerosols, Organic Particles, Sulfate Particles, Sulfur Oxides, Sulfur Compounds, Sulfate, Sulfur Dioxide, Sulfur Oxides, Dimethyl Sulfide, Aerosol Particle Properties, Particulate Matter, Aerosols, Surface Pressure, Pressure Thickness, Relative Humidity, Sea Salt, Black Carbon, Air Mass/Density, Surface Temperature, Skin Temperature, Upper Air Temperature, Air Temperature, Atmospheric Winds, Surface Winds, U/V Wind Components, Atmospheric Pressure, Sea Level Pressure, Specific Humidity, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Altitude, Boundary Layer Winds, Emissions, UV Aerosol Index, Gas/Aerosol Composition, Aerosol Extinction, Deposition, Geopotential Height, Vertical Profiles, U/V Wind Components, Ozone Profiles, Terrestrial Ecosystems, LIDAR WAVEFORM, Biomass |
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| Investigation of factors that affect post-fire recovery of | Shen, Yicheng, Prentice, I. Colin, Harrison, Sandy P. | Population Density, Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM, Canopy Characteristics | ||
| Integrating UAV and Spaceborne Datasets for Enhanced Forest Aboveground Biomass Estimation: A Hybrid Approach | Khan, Muhammad Nouman, Tan, Yumin, Dong, Wenquan | Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM, Canopy Characteristics | ||
| kNN - Bagging NFI, GEDI, Sentinel-2 and Sentinel-1 data to produce estimates of forest volumes | Schleich, Anouk, Vega, Cedric, Renaud, Jean-Pierre, Bouriaud, Olivier, Durrieu, Sylvie | Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM, Canopy Characteristics, Terrestrial Ecosystems, Terrain Elevation | ||
| Mapping large-scale pantropical forest canopy height by integrating GEDI | Qi, Wenlu, Armston, John, Choi, Changhyun, Stovall, Atticus, Saarela, Svetlana, Pardini, Matteo, Fatoyinbo, Lola, Papathanassiou, Konstantinos, Pascual, Adrian, Dubayah, Ralph | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, Digital Elevation/Terrain Model (DEM), LIDAR WAVEFORM, Terrestrial Ecosystems, Biomass, Glacier Elevation/Ice Sheet Elevation, Sea Ice Elevation, Terrain Elevation | ||
| Quantifying forest stocking changes in Sundarbans mangrove using remote sensing data | Ali, Yaqub, Rahman, M. Mahmudur | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height | ||
| National-scale calibrated GEDI AGBD models for effective assessment of | Li, Hantao, Li, Xiaoxuan, Kato, Tomomichi, Inukai, Shinya, Hiroshima, Takuya | Terrestrial Ecosystems, Biomass, LIDAR WAVEFORM | ||
| Modeling structural attributes of Hyrcanian forests using spaceborne LiDAR, machine learning algorithms, and a hierarchical field data collection approach | Sohrabi, Hormoz, Akhavan, Reza | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation | ||
| Multitemporal Sentinel and GEDI data integration for overstory and | Mohammadpour, Pegah, Viegas, Domingos Xavier, Pereira, Alcides, Chuvieco, Emilio | Canopy Characteristics, Vegetation Cover, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation, Lidar, Topography, Vegetation Height | ||
| Multi-source remote sensing for large-scale biomass estimation in | Contreras, Francisco, Cayuela, Maria L., Sanchez-Monedero, Miguel A., Perez-Cutillas, Pedro | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, Reflectance |
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| Multiscale analysis of global variation in tree allometric relationships: parameter sets for global vegetation models | Grant, Ian, Ni-Meister, Wenge, Kiang, Nancy Y | LIDAR WAVEFORM, Evergreen Vegetation, Deciduous Vegetation, Canopy Characteristics, Biomass, Shrubland/Scrub, Forests, Grasslands | ||
| Plot and landscape-level estimates of tree biomass and carbon stocks in Panama's mangrove Important Bird Areas | Hoyos-Santillan, Jorge, Miranda, Alejandro, Chavarria, Juliana, Hormazabal, Carlos, Mola-Yudego, Blas, Gonzalez-Mahecha, Esperanza | Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM, Canopy Characteristics | ||
| Satellite derived trait data slightly improves tropical forest biomass, NPP and GPP predictions | Doughty, Christopher E., Gaillard, Camille, Burns, Patrick, Malhi, Yadvinder, Shenkin, Alexander, Minor, David, Duncanson, Laura, AguirreGutierrez, Jesus, Goetz, Scott, Tang, Hao | Terrestrial Ecosystems, LIDAR WAVEFORM, 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 | ||
| State-wide forest canopy height and aboveground biomass map for New York with 10 m resolution, integrating GEDI, Sentinel-1, and Sentinel-2 data | Tamiminia, Haifa, Salehi, Bahram, Mahdianpari, Masoud, Goulden, Tristan | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height |