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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| Assessing Forest Fire Susceptibility in the Hindu Kush Himalaya: Implications for Biodiversity and Carbon Stock | Ghale, Bhoomika, Mamgain, Shailja, Roy, Arijit | Terrestrial Ecosystems, Biomass, LIDAR WAVEFORM | ||
| Aboveground Biomass Estimation in Amazonian Mangroves from Space: Principles and Applications | Martins e Souza-Filho, Pedro Walfir, Barros, Jackison Mateus Lopes, de Oliveira Miranda, Artur Gustavo, Fernandes, Marcus Emanuel Barroncas | Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM, Canopy Characteristics | ||
| Managed rainforests support higher carbon density and sequestration in the Congo Basin | Sagang, Le Bienfaiteur, Dalagnol, Ricardo, White, Lee, George-Chacon, Stephanie, Favrichon, Samuel, Li, Shuang, Wagner, Fabien, Liu, Zhihua, Zhang, Dafeng, Ngomanda, Alfred, Medjibe, Vincent, Sonke, Bonaventure, Barbier, Nicolas, Ordway, Elsa M., Saatchi, Sassan | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM, Terrestrial Ecosystems, Plant Characteristics, Terrain Elevation | ||
| L. Duncanson a,* PM Montesano b,c,A. Neuenschwander d, A. | Duncanson, L., Montesano, P.M., Neuenschwander, A., Zarringhalam, A., Thomas, N., Minor, D.M., Wulder, M.A., White, J.C., Guenther, E., Feng, T., Leitold, V., Hancock, S., Armston, J., Puliti, S., Mandel, A.I., Shah, S., Silva, C., Purslow, M., Bruening, J., Breidenbach, J., Nsset, E., Saarela, S., Hunka, N., Kellner, J.R., Healey, S.P., Schepaschenko, D., Wallerman, J., Neigh, C.S.R., Carvalhais, N., Dubayah, R. | Land Use/Land Cover Classification, Reflectance, Biomass, Terrestrial Ecosystems, LIDAR WAVEFORM, Evergreen Vegetation, Shrubland/Scrub, Grasslands, Forests, Canopy Characteristics, Deciduous Vegetation |
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| Characterizing mangrove forest succession in Suriname using GEDI waveform metrics | Feyen, Jasper, Wortel, Verginia, Calders, Kim, Armston, John, Vancoillie, Frieke | Vegetation Height, Terrestrial Ecosystems, Forest Composition/Vegetation Structure | ||
| Baseline maps of US mature and old-growth forests for conservation and management | Bruening, Jamis M, May, Paul B, Dubayah, Ralph O, Wertis, Luke, Quinn, Colin, Pederson, Neil, Armstrong, Amanda H, Poulter, Ben | RADAR IMAGERY, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, Biomass, Forest Composition/Vegetation Structure, Forests | ||
| Disentangling the impact of climate and ecological restoration measures on ecosystem service: A case study in Yimeng mountains | Ding, Honghao, Leng, Song, Xin, Haoran, Zhu, Henghua, Sun, Ranhao | Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration, Wind Speed, Rain, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Cover, Snow Depth, Snow Water Equivalent, Runoff, Terrestrial Ecosystems, Biomass, LIDAR WAVEFORM | ||
| Evaluating seasonal dynamics of land covers and the distribution of karstic dissolution holes using multispectral satellite and GEDI data in North Andros, Bahamas | Ting, King King, Misiuk, Benjamin, Corlett, Hilary J., Whitaker, Fiona F. | Canopy Characteristics, Vegetation Cover, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation, Lidar, Topography, Vegetation Height | ||
| Forest aboveground biomass estimation through integration of sentinel-2 | He, Yinan, Shu, Shijie, Holm, Jennifer, Needham, Jessica, Negron-Juarez, Robinson, Koven, Charles, Zhu, Qing, Falco, Nicola | Reflectance, Enhanced Vegetation Index (EVI), Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM, Canopy Characteristics, Terrestrial Ecosystems | ||
| Forest Carbon Diligence: Digital MRV for mapping forest structure and | Anderson, Christopher B., Joseph, Maxwell B., Sothe, Camile, de Souza Mendes, Flavia, Maschler, Thomas, McCarthy, Ryan C., Mascaro, Joseph, OShea, Tara, Rosenthal, Amy, Marvin, David C. | Biomass, Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Grasslands, LIDAR WAVEFORM, Canopy Characteristics, Terrestrial Ecosystems, Carbon |
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| GlyphTrack: Detection of Anomalies Under Canopy Using Remote Sensing, Geomorphometry, and Environmental Niche Modeling | Ersoy, Pnar, Ersahin, Mustafa, Unal, Ece, Arslan, Dorukhan, Karamustafa, Ebubekir | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, Phosphorus, Soil Chemistry, Forest Composition/Vegetation Structure, Digital Elevation/Terrain Model (DEM) | ||
| Harnessing nature-based solutions in modified tropical peatland to | Pinondang, Irene M. R., Deere, Nicolas J., Seaman, Dave J. I., Sanders, Bradford M., Pereira, John, Struebig, Matthew J. | Canopy Characteristics, Vegetation Cover, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation, Lidar, Topography, Vegetation Height | ||
| Explainable multi-sensor geospatial modeling of forest biomass dynamics under compound climate extremes in subtropical monsoon regions | Xu, Bo, Dang, Tong, Wu, Xuefei | Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM, Canopy Characteristics, Terrestrial Ecosystems | ||
| Hurricanes drive bird displacement revealed by deep learning species | Li, Liying, Zuzuarregui, Marcos, Bai, Junwen, Sun, Shoukun, Chen, Yangkang, Wang, Zhe | Terrestrial Ecosystems, LIDAR WAVEFORM, Biomass | ||
| Taking the (Laser) Pulse of Woodpecker Ecology using Lidar Technologies: Current Applications and Future Opportunities | Vierling, Kerri T., Vierling, Lee A. | LIDAR WAVEFORM, Canopy Characteristics, Terrain Elevation | ||
| 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 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 |
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| 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 | ||
| 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 | ||
| 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 | ||
| 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 | ||
| 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 |