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
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
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
Reconstruction of understory terrain based on machine learning combined
2025
Xu, Weifeng, Li, Jun, Peng, Dailiang, Wen, Di
Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography , Vegetation Height
Refining satellite laser altimetry geolocation through full-waveform radiative transfer modeling and matching
2025
Mkaouar, Ameni, Shean, David, Yin, Tiangyang, Neigh, Christopher S.R., Leite, Rodrigo Vieira, Montesano, Paul M., Kallel, Abdelaziz, Gastellu-Etchegorry, Jean-Phillipe
Canopy Characteristics, Vegetation Cover, Digital Elevation/Terrain Model (DEM) , VIEWING GEOMETRY, Terrain Elevation , Lidar, Topography , Vegetation Height
Regional assessment of above-ground biomass using field, airborne light detection and ranging and satellite data integration: Methodological document
2025
Terrestrial Ecosystems , LIDAR WAVEFORM, Biomass
Using airborne LiDAR and enhanced-geolocated GEDI metrics to map structural traits over a Mediterranean forest
2025
Cardenas-Martinez, Aaron, Pascual, Adrian, Guisado-Pintado, Emilia, Rodriguez-Galiano, Victor
Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography , Vegetation Height, Digital Elevation/Terrain Model (DEM) , VIEWING GEOMETRY, Terrain Elevation , Terrestrial Ecosystems , LIDAR WAVEFORM, Biomass
Use of GLOBE observer citizen science data to validate continental-scale canopy height maps derived from ICESat-2 and GEDI
2025
Lu, Mei-Kuei, Popescu, Sorin C., Campbell, Brian A.
Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography , Vegetation Height
Upper canopy and understory phenology of Brazilian Amazon forests seen
2025
Oliveira, Pedro V C, Zhang, Xiaoyang
Canopy Characteristics, Vegetation Cover, Digital Elevation/Terrain Model (DEM) , VIEWING GEOMETRY, Terrain Elevation , Lidar, Topography , Vegetation Height, Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
Unveiling the performance and influential factors of GEDI L2A for building height retrieval
2025
Chen, Peimin, Huang, Huabing, Qin, Peng, Wu, Zhenbang, Wang, Zixuan, Liu, Chong, Dong, Na, Wang, Jie
Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography , Vegetation Height
When Machine Learning Meets Geospatial Data: A Comprehensive GeoAI
2025
Boutayeb, Anasse, Lahsen-Cherif, Iyad, Khadimi, Ahmed El
Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM, Canopy Characteristics
The unrealized potential of agroforestry for an emissions-intensive agricultural commodity
2025
Becker, Alexander, Wegner, Jan D., Dawoe, Evans, Schindler, Konrad, Thompson, William J., Bunn, Christian, Garrett, Rachael D., Castro-Llanos, Fabio, Hart, Simon P., Blaser-Hart, Wilma J.
Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM, Canopy Characteristics
Towards 90 m resolution digital terrain model combining ICESat-2 and GEDI data: Balancing accuracy and sampling intensity
2025
Pracna, Petra, Sarovcova, Eliska, Liu, Xiao, Eltner, Anette, Maresova, Jana, Gdulova, Katerina, Urbazaev, Mikhail, Torresani, Michele, Kozhoridze, Giorgi, Moudry, Vitezslav
LIDAR WAVEFORM, Canopy Characteristics, Terrain Elevation
The utility of dynamic forest structure from GEDI lidar fusion in tropical mammal species distribution models
2025
Burns, Patrick, Kaszta, Zaneta, Cushman, Samuel A., Brodie, Jedediah F., Hakkenberg, Christopher R., Jantz, Patrick, Deith, Mairin, Luskin, Matthew Scott, Ball, James G. C., Mohd-Azlan, Jayasilan, Burslem, David F. R. P., Cheyne, Susan M., Haidir, Iding, Hearn, Andrew James, Slade, Eleanor, Williams, Peter J., Macdonald, David W., Goetz, Scott J.
Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography , Vegetation Height, LIDAR WAVEFORM, Terrain Elevation , Digital Elevation/Terrain Model (DEM)
Validating recent global canopy height maps over China's forests based
2025
Chen, Ang, Cheng, Kai, Chen, Yuling, Qi, Zhiyong, Yang, Haitao, Ren, Yu, Yang, Zekun, Chen, Mengxi, Xu, Jiachen, Zhang, Yixuan, Huang, Guoran, Xiang, Tianyu, Zhang, Junmin, Liu, Weiyan, Lin, Danyang, Xu, Guangcai, Guo, Qinghua
Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography , Vegetation Height, Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
Scalable deep fusion of spaceborne lidar and synthetic aperture radar for global forest structural complexity mapping
2025
de Conto, Tiago, Armston, John, Dubayah, Ralph
LIDAR WAVEFORM, Canopy Characteristics, Forest Composition/Vegetation Structure, Terrestrial Ecosystems
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
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
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
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) 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) 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) 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) 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
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