Water availability modulates maximum canopy heights of low-elevation Amazonian second-growth forests
2026
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
Unprecedented Amazonian rainforests damage during the 20232024 droughts
2026
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
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
Tracking savanna vegetation structure in South Africa by extension of GEDI canopy metrics with Landsat, Sentinel-2, and PALSAR
2026
Filippelli, Steven K., Vogeler, Jody C., Mauro, Francisco, Coetsee, Corli, Fekety, Patrick A., McHale, Melissa, Bunn, David
Savannas, Vegetation Height, Vegetation Cover, Forest Composition/Vegetation Structure, Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
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
A dataset of forest regrowth in globally key deforestation regions
2025
Zang, Jinlong, Qiu, Feng, Zhang, Yongguang, Shang, Rong, Liang, Yunjian
Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography , Vegetation Height
A dual-pathway framework for mapping forest age in complex mining landscapes by multi-source remote sensing data and tree growth patterns
2025
Ma, Tianyue, Li, Jing, Smith, Andy, Yan, Xingguang, Su, Yiting, Huo, Jiangrun, Li, Yanan, Chen, Dan, Yu, Haixia
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps, Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography , Vegetation Height
A geostatistical approach to enhancing national forest biomass
2025
Hunka, Neha, May, Paul, Babcock, Chad, de la Rosa, Jose Armando Alanis, de los Angeles Soriano-Luna, Maria, Saucedo, Rafael Mayorga, Armston, John, Santoro, Maurizio, Suarez, Daniela Requena, Herold, Martin, Malaga, Natalia, Healey, Sean P., Kennedy, Robert E., Hudak, Andrew T., Duncanson, Laura
Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography , Vegetation Height, Forests, Evergreen Vegetation, Shrubland/Scrub, Grasslands, Deciduous Vegetation, Biomass, LIDAR WAVEFORM
A 30 m aboveground biomass dataset for multiple vegetation types in China (2020)
2025
Wang, Xiaoya, Zhong, Bo, Chang, Bo, Zhang, Yulin, Li, Shuaifeng, Du, Bailin, Qiao, Yang, Cai, He, Wu, Junjun, Yang, Aixia, Jian, Yi, Su, Jianrong, Wang, Genxu, Liu, Qinhuo
Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM, Canopy Characteristics
A hybrid neural network for mangrove mapping considering tide states
2025
Ye, Longjie, Weng, Qihao
Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography , Vegetation Height
A multi-sensor approach allows confident mapping of forest canopy fuel
2025
Aragoneses, Elena, Garcia, Mariano, Tang, Hao, Chuvieco, Emilio
Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification , Photosynthesis, Primary Production, Vegetation Productivity, Plant Phenology, Lidar, Topography , Vegetation Height, Digital Elevation/Terrain Model (DEM) , LIDAR WAVEFORM
Analyzing canopy structure effects based on LiDAR for GPP-SIF relationship and GPP estimation
2025
Shi, Shuo, Shi, Zixi, Qu, Fangfang, Gong, Wei, Xu, Lu, Liu, Chenxi
Land Use/Land Cover Classification , Photosynthesis, Primary Production, Vegetation Productivity, Canopy Characteristics, Vegetation Cover, Digital Elevation/Terrain Model (DEM) , VIEWING GEOMETRY, Terrain Elevation , Lidar, Topography , Vegetation Height
Aboveground biomass mapping of Canada with SAR and optical satellite
2025
Qin, Shuhong, Wang, Hong, Rogers, Cheryl, Bermudez, Jose, Lourenco, Ricardo Barros, Zhang, Jingru, Li, Xiuneng, Chau, Jenny, Tompalski, Piotr, Gonsamo, Alemu
Carbon , Carbon Sequestration, Carbon Flux , Forests
A scalable, annual aboveground biomass product for monitoring carbon
2025
Atzberger, Clement, Immitzer, Markus, Hemes, Kyle S., Kastenbauer, Mathias, Lopez, Josue, Terra, Talita, Rajadel-Lambistos, Clara, de Souza, Saulo Franco, Trabaquini, Kleber, Wolff, Nathan
Terrestrial Ecosystems , LIDAR WAVEFORM, Biomass, Forests, Vegetation Height, DISTURBANCE
A tridimensional framework for governance in the wildland-urban interface using Pyro-Socio-Ecological Zones
2025
Cappelluti, Onofrio, Escobedo, Francisco J., Sanesi, Giovanni, Elia, Mario
Terrestrial Ecosystems , Biomass, LIDAR WAVEFORM
Calibration of GEDI footprint aboveground biomass models in
2025
Pascual, Adrian, May, Paul B., Cardenas-Martinez, Aaron, Guerra-Hernandez, Juan, Hunka, Neha, Bruening, Jamis M., Healey, Sean P., Armston, John D., Dubayah, Ralph O.
Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM, Canopy Characteristics
Changes in GEDI-based measures of forest structure after large
2025
Clark, Matthew L., Hakkenberg, Christopher R., Bailey, Tim, Burns, Patrick, Goetz, Scott J.
Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography , Vegetation Height, Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM
Characterizing the vertical variability of canopy structure from space:
2025
Satapathy, Trupti, Dutta, Debsunder
Canopy Characteristics, Vegetation Cover, Digital Elevation/Terrain Model (DEM) , VIEWING GEOMETRY, Terrain Elevation , Lidar, Topography , Vegetation Height
Characterizing dynamics of built-up height in China from 2005 to 2020
2025
Chen, Peimin, Huang, Huabing, Qin, Peng, Liu, Xiangjiang, Wu, Zhenbang, Zhao, Feng, Liu, Chong, Wang, Jie, Li, Zhan, Cheng, Xiao, Gong, Peng
Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography , Vegetation Height
China's annual forest age dataset at a 30 m spatial resolution from 1986
2025
Shang, Rong, Lin, Xudong, Chen, Jing M., Liang, Yunjian, Fang, Keyan, Xu, Mingzhu, Yan, Yulin, Ju, Weimin, Yu, Guirui, He, Nianpeng, Xu, Li, Liu, Liangyun, Li, Jing, Li, Wang, Zhai, Jun, Hu, Zhongmin
Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography , Vegetation Height
Assessing spatial dynamics of GEDI biomass prediction in managed versus unmanaged tropical forest ecosystems in Kenya
2025
Osewe, Erick O., Daniel Nita, Mihai, Islam Keskes, Mohamed, Osewe, Ibrahim, Vasile Abrudan, Ioan
Canopy Characteristics, Vegetation Cover, Digital Elevation/Terrain Model (DEM) , VIEWING GEOMETRY, Terrain Elevation , Lidar, Topography , Vegetation Height
Assessing SWOT interferometric SAR altimetry for inland water monitoring: insights from Lake Leman
2025
Bazzi, Henri, Baghdadi, Nicolas, Ngo, Yen-Nhi, Normandin, Cassandra, Frappart, Frederic, Cazals, Cecile
Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography , Vegetation Height, Digital Elevation/Terrain Model (DEM) , LIDAR WAVEFORM, Rivers/Streams , Surface Water Processes/Measurements, Lakes/Reservoirs
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
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
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