The role of GEDI spaceborne lidar in biodiversity analyses: a topical review
2026
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
Topography-mediated aboveground biomass (AGB) carbon storage in semiarid Patagonia: native forests and pine plantations at the landscape scale
2026
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
On the Use of Global Ecosystem Dynamics Investigation (GEDI) in the Mangrove Ecosystem. Estimation of Canopy Aboveground Biomass Density in Lian Batangas, Philippines
2026
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
Validating remotely sensed biomass estimates with forest inventory data in the western US
2026
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
Machine Learning and Multisensor Data Fusion for Forest above Ground Biomass Estimation in Arkansas
2025
Saim, Abdullah Al, Aly, Mohamed H.
Terrestrial Ecosystems , Biomass, LIDAR WAVEFORM
Mapping large-scale pantropical forest canopy height by integrating GEDI
2025
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
Modeling structural attributes of Hyrcanian forests using spaceborne LiDAR, machine learning algorithms, and a hierarchical field data collection approach
2025
Sohrabi, Hormoz, Akhavan, Reza
Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography , Vegetation Height, Digital Elevation/Terrain Model (DEM) , VIEWING GEOMETRY, Terrain Elevation
Maps of forest vertical structure for Colombia, a megadiverse country
2025
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
2025
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
Interdecadal shift in the impact of winter landsea thermal contrasts on following spring transcontinental dust transport pathways in North Africa
2025
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
MERRA-2 inst3_3d_aer_Nv: 3d,3-Hourly,Instantaneous,Model-Level,Assimilation,Aerosol Mixing Ratio 0.625 x 0.5 degree V5.12.4 (M2I3NVAER) at GES DISC MERRA-2 instM_2d_asm_Nx: 2d,Monthly mean,Single-Level,Assimilation,Single-Level Diagnostics 0.625 x 0.5 degree V5.12.4 (M2IMNXASM) at GES DISC MERRA-2 tavgM_2d_adg_Nx: 2d,Monthly mean,Time-averaged,Single-Level,Assimilation,Aerosol Diagnostics (extended) 0.625 x 0.5 degree V5.12.4 (M2TMNXADG) at GES DISC MERRA-2 instM_3d_ana_Np: 3d,Monthly mean,Instantaneous,Pressure-Level,Analysis,Analyzed Meteorological Fields 0.625 x 0.5 degree V5.12.4 (M2IMNPANA) at GES DISC GEDI L4B Gridded Aboveground Biomass Density, Version 2.1
Investigation of factors that affect post-fire recovery of
2025
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
2025
Khan, Muhammad Nouman, Tan, Yumin, Dong, Wenquan
Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM, Canopy Characteristics
Integrating PolInSAR and GEDI data with machine learning for forest canopy height predicting in Pongara National Park, Gabon
2025
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
2025
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
High-resolution aboveground biomass mapping: the benefits of biome-specific deep learning models
2025
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
High-Resolution Mapping of Forest Parameters in Tropical Rainforests
2025
Zhang, Bo, Zhang, Li, Yan, Min, Zuo, Jian, Dong, Yuqi, Chen, Bowei
Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography , Vegetation Height
Improved annual forest cover maps in Oklahoma from analyses of PALSAR-2
2025
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
2025
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 aboveground biomass density mapping of arid and semi-arid vegetation by combining GEDI LiDAR, Sentinel-1/2 imagery and field data
2025
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
Improving the Estimates of County-Level Forest Attributes Using GEDI and Landsat-Derived Auxiliary Information in FayHerriot Models
2025
Alegbeleye, Okikiola M., Poudel, Krishna P., VanderSchaaf, Curtis, Yang, Yun
LIDAR WAVEFORM, Canopy Characteristics, Terrain Elevation
kNN - Bagging NFI, GEDI, Sentinel-2 and Sentinel-1 data to produce estimates of forest volumes
2025
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
National-scale calibrated GEDI AGBD models for effective assessment of
2025
Li, Hantao, Li, Xiaoxuan, Kato, Tomomichi, Inukai, Shinya, Hiroshima, Takuya
Terrestrial Ecosystems , Biomass, LIDAR WAVEFORM
Satellite-based mapping of annual canopy height and aboveground biomass in African dense forests
2025
Wan, Liang, Ciais, Philippe, de Truchis, Aurelien, Sean, Ewan, Fischer, Fabian Jorg, Purnell, David, Belouze, Gabriel, Fayad, Ibrahim, Schwartz, Martin, Xu, Yidi, Su, Yang, Rejou-Mechain, Maxime, Barbier, Nicolas, Tresson, Paul, Bastin, Jean-Francois, Bogaert, Jan, Vander Linden, Arthur, Plumacker, Antoine, Angoboy Ilondea, Bhely, Assumani, Dieu-Merci, de Haulleville, Thales, Sagang, Le Bienfaiteur, Durieux, Laurent, Ryu, Youngryel, Yang, Tackang, Obame, Conan Vassily, Bossy, Thomas, Frappart, Frederic, Peaucelle, Marc, Wigneron, Jean-Pierre, Chave, Jerome, Cuni-Sanchez, Aida, Hubau, Wannes, Verbeeck, Hans, Boeckx, Pascal, Makana, Jean-Remy, Ewango, Corneille, Kearsley, Elizabeth, Sonke, Bonaventure, Libalah, Moses, Ploton, Pierre
Terrestrial Ecosystems , LIDAR WAVEFORM, Biomass, Forests, Plant Characteristics, Canopy Characteristics, Terrain Elevation , Carbon , Plant Phenology, Vegetation Cover, Lidar, Topography , Vegetation Height
Retrieval of canopy cover, leaf area index, and clumping index using the LiDAR technology
2025
Wang, Yao, Li, Yu, Fang, Hongliang
Canopy Characteristics, Vegetation Cover, Digital Elevation/Terrain Model (DEM) , VIEWING GEOMETRY, Terrain Elevation , Lidar, Topography , Vegetation Height
Response of vegetation optical depth across multiple microwave frequencies to global vegetation dynamics
2025
Jing, Runsheng, Cui, Qian, Zhao, Tianjie, Xue, Huazhu, Zheng, Jingyao, Bai, Yu, Ni, Wenjian, Peng, Zhiqing, Hu, Lu, Zhou, Yiwen, Schwank, Mike, Rodriguez-Fernandez, Nemesio J., Guo, Peng, Gao, Xiaodong, Tian, Feng, Wei, Zushuai, Meng, Lingkui, Huang, Wenli, Fu, Anmin, Lei, Yang, Shi, Jiancheng
Terrestrial Ecosystems , Biomass, LIDAR WAVEFORM