Comparative analysis of machine learning biomass models against global remote sensing products using ground validation
2026
Paraseth, Prakash, Khanal, Arpan, Banerjee, Kakoli
Biomass, Forests, Vegetation Height, DISTURBANCE
Comprehensive uncrewed aerial system data for Amazon rainforest at Tiputini Biodiversity Station, Ecuador
2026
Jung, Minyoung, Chang, Anjin, Cannon, Charles H., Rivas-Torres, Gonzalo, Jung, Jinha
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps, Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography , Vegetation Height
Correcting Laser Footprint Geolocation Errors in Mountainous Forests by
2026
Yang, Xiaomeng, Xie, Junfeng, Liu, Ren, Mo, Fan, Zhao, Huakai, Ai, Bo, Tang, Xinming
Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography , Vegetation Height
Data-driven multisource estimation of aboveground biomass density: a baseline for rangeland monitoring
2026
Chere, Zerihun, Gessesse, Berhan, Ali, Abebe Mohammed, Mul, Marloes, Yalew, Seleshi
Evergreen Vegetation, Shrubland/Scrub, Grasslands, Forests, Canopy Characteristics, Deciduous Vegetation, Biomass, LIDAR WAVEFORM, Terrestrial Ecosystems
Disentangling the impact of climate and ecological restoration measures on ecosystem service: A case study in Yimeng mountains
2026
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
Declining grassland canopy height in China under asymmetric biomass allocation
2026
Li, Huaqiang, Hu, Xinmiao, Li, Fei, Zhang, Yingjun, Lin, Kejian, Wang, Jie, Wang, Jiating
Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography , Vegetation Height, Reflectance , Digital Elevation/Terrain Model (DEM) , VIEWING GEOMETRY, Terrain Elevation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Harnessing nature-based solutions in modified tropical peatland to
2026
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
Forest aboveground biomass estimation through integration of sentinel-2
2026
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:
2026
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
GEDI L4B Gridded Aboveground Biomass Density, Version 2.1 CMS: LiDAR-derived Biomass, Canopy Height and Cover, Sonoma County, California, 2013 CMS: LiDAR Biomass Improved for High Biomass Forests, Sonoma County, CA, USA, 2013 CMS: Forest Carbon Stocks, Emissions, and Net Flux for the Conterminous US: 2005-2010 LiDAR-Derived Aboveground Biomass and Uncertainty for California Forests, 2005-2014 NACP Aboveground Biomass and Carbon Baseline Data, V.2 (NBCD 2000), U.S.A., 2000
Forest Carbon Diligence: Digital MRV for mapping forest structure and
2026
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
Explainable multi-sensor geospatial modeling of forest biomass dynamics under compound climate extremes in subtropical monsoon regions
2026
Xu, Bo, Dang, Tong, Wu, Xuefei
Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM, Canopy Characteristics, Terrestrial Ecosystems
Geostatistical techniques for estimating aboveground biomass in eastern Amazonia
2026
Figueiredo De Souza, RL, Dionizio, EA, Lopes Cavalcante, RB
Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM, Canopy Characteristics
GlyphTrack: Detection of Anomalies Under Canopy Using Remote Sensing, Geomorphometry, and Environmental Niche Modeling
2026
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)
Global Patterns and Drivers of Recent Decoupling Between Extratropical
2026
Lu, Ziyu, Shao, Ming, Li, Jiayan, Lin, Jingyuan, Tao, Peiyuan, Li, Mengyu, Zhang, Siqi, Yao, Peng, Fu, Yang
Vegetation Index, Normalized Difference Vegetation Index (NDVI), Vegetation Height, Forest Composition/Vegetation Structure
Modeling and optimizing alpine forest management to maximize carbon sequestration
2026
Brocco, Sebastian, Berretti, Roberta, Pilli, Roberto, Morresi, Donato, Garbarino, Matteo, Motta, Renzo, Vacchiano, Giorgio
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
Spaceborne Canopy Height Products Should Be Complemented With Airborne
2026
Moudry, Vitezslav, Remelgado, Ruben, Forkel, Matthias, Torresani, Michele, Laurin, Gaia Vaglio, Sarovcova, Eliska, Garcia Millan, Virginia E., Fischer, Fabian Jorg, Jucker, Tommaso, Gallay, Michal, Kacic, Patrick, Hakkenberg, Christopher R., Kokalj, Ziga, Sterenczak, Krzysztof, Erfanifard, Yousef, Rocchini, Duccio, Prosek, Jiri, Roilo, Stephanie, Gdulova, Katerina, Cord, Anna F., Perrone, Michela, MolinaValero, Juan Alberto, Smida, Jiri, Surovy, Peter, Melichova, Zlatica, Malavasi, Marco, Urban, Rudolf, Stroner, Martin, Seidel, Dominik, Szabo, Szilard, Bertalan, Laszlo, Eltner, Anette, Cazzolla Gatti, Roberto, Kanuk, Jan, Bartak, Vojtech, Franke, Daniel, Brede, Benjamin, Song, Qian, Urbazaev, Mikhail, Kissling, W. Daniel
Canopy Characteristics, Biomass, Vegetation Height, Forest Composition/Vegetation Structure
Spaceborne LiDAR reveals 3D structural differences between natural forests and tree plantations in China
2026
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
Spatial Non-Uniqueness in the Pan-tropical LVODAGB Relationship: Implications for Biomass Retrieval
2026
Salazar-Neira, Julio-Cesar, Mialon, Arnaud, Richaume, Philippe, Francesca, Valentina Di, Kerr, Yann, Rodriguez-Fernandez, Nemesio
Terrestrial Ecosystems , LIDAR WAVEFORM, Biomass
Reduced Vegetation Uptake During the Extreme 2023 Drought Turns the Amazon Into a Weak Carbon Source
2026
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
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
Taking the (Laser) Pulse of Woodpecker Ecology using Lidar Technologies: Current Applications and Future Opportunities
2026
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
2026
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
Transferability of Aboveground Biomass Estimation Using Sentinel-1/2 and GEDI Data in Subtropical Forests of Complex Terrain, China
2026
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
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