Delivery of new Suomi National Polar-orbiting Partnership (Suomi NPP) satellite observations will cease on November 2, 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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| 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 | ||
| 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 | ||
| 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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| 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 | ||
| 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 | ||
| 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 | ||
| 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 | ||
| 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 | ||
| Aboveground biomass and carbon dynamics over 13 years at an Indonesian tropical peat dome: findings from field data | Sinclair, Amanda L, Graham, Laura LB, Cochrane, Mark A, Saharjo, Bambang H, Thomas, Andri, Applegate, Grahame, Mendham, Daniel S, Grover, Samantha PP | Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM, Canopy Characteristics, Terrestrial Ecosystems, Wetlands, Burned Area, Fire Ecology | ||
| Aboveground woody biomass regression and uncertainty estimation from spaceborne lidar and optical datasets | Melzow, Hailey S., Osorio Leyton, Javier, Popescu, Sorin C., Olariu, Horia G., Wu, X. Ben | Vegetation Height, Biomass, Carbon, Forests, Terrestrial Ecosystems, LIDAR WAVEFORM, Evergreen Vegetation, Shrubland/Scrub, Grasslands, Canopy Characteristics, Deciduous Vegetation | ||
| Beyond RMSE: The GEDI imputed waveform product minimizes artificial | Seo, Eugene, Healey, Sean P., Yang, Zhiqiang, Armston, John D., Dubayah, Ralph O., Ilyushchenko, Simon, De Conto, Tiago, Betts, Matthew G. | Reflectance, Enhanced Vegetation Index (EVI), Canopy Characteristics, Biomass, LIDAR WAVEFORM, Vegetation Height | ||
| A primer on forest structure measurement with lidar for ecologists | Cushman, K. C., Kral, Kamil, Almeyda Zambrano, Angelica M., Broadbent, Eben N., Krucek, Martin, Rosen, Alice, McMahon, Sean M. | Canopy Characteristics, Vegetation Cover, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation, Lidar, Topography, Vegetation Height | ||
| A quantitative evaluation of forest aboveground biomass density map products in Oregon, USA | Hudak, Andrew T, Bakken, Jennifer L, Lister, Andrew, Mauro, Francisco, Gregory, Matthew J, Riley, Karin, Wilson, Barry, Santoro, Maurizio, Healey, Sean, Ma, Lei, Yu, Yifan, Bright, Benjamin C, Byrne, John, Mita, Roy, Houtman, Rachel M, Shaw, John D, Fekety, Patrick A, Domke, Grant, Walters, Brian, Bell, David M, Weiskittel, Aaron, Atkins, Jeff W, Duncanson, Laura, Hunka, Neha, Kennedy, Robert, Babcock, Chad, Saatchi, Sassan, Raczka, Brett, Silva, Carlos, Tang, Hao, Hurtt, George | Biomass, Carbon, Forests, Litter Characteristics, Carbon, Carbon Sequestration, Carbon Flux, Terrestrial Ecosystems, LIDAR WAVEFORM |
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| High-resolution L-band VOD retrieval using GNSS-Tcalibrated multi-sensor fusion and self-supervised learning | Hashemi, Mahya G.Z., Bolten, John D., Konings, Alexandra G., Holmes, Thomas R., Humphrey, Vincent, Feldman, Andrew F., Yao, Yitong, Niederberger, Michael, Damm, Alexander | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height | ||
| 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 | ||
| 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 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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| 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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| Enabling maize mapping in double-cropping regions of Argentina and | Kwon, Ryoungseob, Ryu, Youngryel, Ciais, Philippe, Makowski, David, Choi, Changhyun, Feng, Huaize, Jeong, Sungchan, Tang, Pengfei, Lee, Kyungdo | Evergreen Vegetation, Shrubland/Scrub, Grasslands, Forests, Canopy Characteristics, Deciduous Vegetation, Biomass, LIDAR WAVEFORM | ||
| Drying of the Aral Sea reshapes the anthropogenic carbon inventory of Central Asia | Marce, Rafael, de-Quijano, Daniel Diaz, Rodriguez-Gomez, Sofia, Moreno-Ostos, Enrique, Mukhtar, Makhambet, Wissel, Bjorn, Quinones-Rivera, Zoraida, Olid, Carolina, Giralt, Santiago, Casas-Ruiz, Joan Pere, Kirillin, Georgiy, Mercado-Bettin, Daniel, Rodellas, Valenti, Ibanez-Insa, Jordi, Catalan, Nuria | Terrestrial Ecosystems, LIDAR WAVEFORM, Biomass | ||
| 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 | ||
| GEDI observations of foliar height diversity track regrowth trends in the humid tropical forests of the Democratic Republic of Congo | Kashongwe, Herve B, Roy, David P, Cho, Myung Sik, Hakkenberg, Christopher R, Bwangoy, Jean-Robert | Canopy Characteristics, Vegetation Cover, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation, Lidar, Topography, Vegetation Height, Plant Phenology | ||
| GEDI-Guided Deep Learning for Forest Canopy Height Completion Using | Tran, Quoc Khanh, Bui Quoc, Bao, Phuong, Hoa Nguyen Thi, Bindu, G., Chandu, P. J., Kamel, Nidal | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height |