Comparison of Deep Learning Models for LAI Simulation and Interpretable
2025
Yu, Junpo, Si, Yajun, Zhao, Wen, Zhou, Zeyu, Jin, Jiming, Yan, Wenjun, Shao, Xiangyu, Xu, Zhixiang, Gan, Junwei
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification
Complete Rainforest Elevational Gradient Reveals Unusual Diversity
2025
Vejmelka, Frantisek, Fabre, PierreHenri, Lovy, Matej, Sam, Katerina, Helgen, Kristofer M., Macek, Martin, Drumo, Monga, Novotny, Vojtech
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
Compounding effects of Lake and urbanization on summer precipitation in
2025
Wang, Jiali, Yang, Zhao, Moustakes, Theron, Tan, Haochen, Kotamarthi, Rao, Martili, Alberto, Jackson, Robert, Muradyan, Paytsar, Collis, Scott, O'Brien, Joseph, Niyogi, Dev, Sharma, Ashish
Surface Pressure, Longwave Radiation, Shortwave Radiation, Surface Temperature , Evaporation, Humidity , Convection, Surface Winds , Rain , Land Surface Temperature
Comprehensive assessment of stress calculations for crevasse depths and testing with crevasse penetration as damage
2025
Reynolds, Benjamin, Nowicki, Sophie, Poinar, Kristin
Ice Velocity, Bathymetry, Bed Elevation, Firn Air Content, Glacier/Ice Sheet Thickness, Terrain Elevation
Comparison of in Situ Plant Area Index and Remotely Sensed Leaf Area Index of Northeastern American Deciduous, Mixed, and Coniferous Forests for SMAPVEX19-22
2025
Cook, Christopher L., Bourgeau-Chavez, Laura, Bilt, Dorthea Vander, Miller, Mary Ellen, Kraatz, Simon, Cosh, Michael H., Kelly, Victoria R., Colliander, Andreas
Land Use/Land Cover Classification
Comparison of Machine Learning Algorithms for Simulating Brightness Temperature Using Data from the Tianjun Soil Moisture Observation Network
2025
Lv, Shaoning, Liu, Zixi, Wen, Jun
Digital Elevation/Terrain Model (DEM) , Land Use/Land Cover Classification , Normalized Difference Vegetation Index (NDVI) , Soil Classification, Soil Texture, Surface Roughness
Comparison of Object-Based and Pixel-Based Classification Using Topographic and Meteorological Data for Airshed in Thailand
2025
Kaewmesri, Pramet, Chansury, Woranut, Petchprayoon, Pakorn, Khaocharoen, Peerapat, Koedkurang, Kanjana, Sroysonthawornkul, Kanmanee
Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
Community mitigation decisions in elephant conflict zones of southern India depend on environmental and socio-economic drivers
2025
Prasad, Simran, Aditya, Vikram, Solomon, Jennifer, Karanth, Krithi K.
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Comparative analysis of drought indices to characterize drought in agro-climatic zones of Assam, northeast region of India
2025
Pandey, Vanita, Shrivastava, Salil Kumar
Reflectance
Comparative analysis of global urban land surface phenology between the
2025
Yin, Peiyi, Li, Xuecao, Heiskanen, Janne, Pellikka, Petri
Land Use/Land Cover Classification
Comparing Calculations of Seasonal Variations of Atmospheric Muons in Deep Underground Detectors
2025
Soldin, Dennis, Alves, Amanda, Pyras, Lilly, Verpoest, Stef
Tropopause, Surface Pressure, Air Temperature, Upper Air Temperature, Total Precipitable Water, Water Vapor, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Sea Surface Temperature , Skin Temperature, Carbon Monoxide , Geopotential Height, Humidity , Water Vapor Profiles, Cloud Liquid Water/Ice, Outgoing Longwave Radiation, Methane, Atmospheric Ozone
Comparing Next-Day Wildfire Predictability of MODIS and VIIRS Satellite Data
2025
Karlsson, Justus, Xu, Yonghao, Berg, Amanda, Haglund, Leif
Fire Occurrence, Surface Thermal Properties , Land Surface Temperature , THERMAL ANOMALIES, Infrared Radiance, REFLECTED INFRARED, Visible Radiance, Attitude Characteristics, ORBITAL CHARACTERISTICS, Viewing Geometry
Forest aboveground biomass accumulation lags forest canopy recovery in degraded tropical forests of Ghana
2025
Wanyama, Dan, Wimberly, Michael C., Doughty, Russell, Mensah, Foster
Canopy Characteristics, Vegetation Cover, Digital Elevation/Terrain Model (DEM) , VIEWING GEOMETRY, Terrain Elevation , Lidar, Topography , Vegetation Height, Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM
Forest birds maintain body condition in Alder-leaf Birch
2025
Zhou, Wenyi, Grossi, Alexandra A., Gustafsson, Daniel R., Wang, Zhengzhen, Zhang, Zhuyang, Han, Yuqing, Wang, Xinyi, Zuo, Anru, Acevedo, Miguel A., Liu, Yang, Robinson, Scott K.
Soil Moisture/Water Content , Surface Pressure, Shortwave Radiation, Air Temperature, Humidity , Rain , Snow, Soil Temperature, Surface Soil Moisture, Land Surface Temperature , Snow Cover , Snow Depth , Snow Melt , Surface Water Processes/Measurements
Forest canopy cover estimation with machine learning using GEDI and
2025
Seyrek, Eren Can, Narin, Omer Gokberk, Uysal, Murat
Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography , Vegetation Height
Forest Carbon Modeling Improved Through Hierarchical Assimilation of
2025
Zhou, Yu, Williams, Christopher A.
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation , Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Vegetation Cover, Land Use/Land Cover Classification
Forest cover dynamics in APPs in the Paraitinga basin by property type: 1985-2020
2025
Cunha, Clazieli Renata de Paula da, Vogt, Nathan David, Toniolo, Maria Angelica
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
Forest covers of the Sinu River basin (Cordoba, Colombia): evidence of
2025
CarrillO-Fajardo, Merly Yenedith, Vidal-Pastrana, Carlos Cesar, Morales-Puentes, Maria Eugenia, Ballesteros-Correa, Jesus
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 , Total Runoff
Forest Disturbance and Restoration in China's North-South Transition
2025
Wu, Qifan, Hou, Jiacheng, Wu, Shiwen, Su, Fuyuan, Hao, Shilong, Yin, Tailai, Chen, Haoyuan, Xu, Yunpeng, He, Hailong
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
Forest edges are globally warmer than interiors and exceed optimal temperatures for vegetation productivity
2025
Reek, Josephine Elena, Crowther, Thomas W., Lauber, Thomas, Schemm, Sebastian, Parastatidis, David, Chrysoulakis, Nektarios, Huang, Mengtian, Piao, Shilong, Zohner, Constantin M., Smith, Gabriel Reuben
Land Surface Temperature , Emissivity, Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
Forest fire distribution standard in the south of Amazonas state
2025
Lemos, Natasha Souza Araujo, da Cunha, Jose Mauricio, Campos, Milton Cesar Costa, de Brito Filho, Elilson Gomes
Land Surface Temperature , Emissivity, Fire Occurrence, Surface Thermal Properties , THERMAL ANOMALIES
Forest fire dynamics in Nepal: Regional trends and socio-ecological drivers
2025
Joshi, Khagendra Prasad, Giri, Susma, Kuinkel, Dipesh, Kuikel, Sajesh, Devkota, Rohini, Pradhananga, Dhiraj, Marahatta, Suresh, Pokharel, Binod
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
Forest fire risk assessment model optimized by stochastic average
2025
Fu, Zexin, Gong, Adu, Wan, Jinhong, Ba, Wanru, Wang, Haihan, Zhang, Jiaming
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps, Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
Forest fires under the lens: needleleaf index-a novel tool for satellite image analysis
2025
Amiri, Afshin, Soltani, Keyvan, Gumiere, Silvio Jose, Bonakdari, Hossein
Land Use/Land Cover Classification
ForestCarbonNet: integrating terrain-corrected GEDI, Landsat, and PALSAR2 for enhanced forest aboveground carbon density estimation
2025
Lyu, Guanting, Wang, Xiaoyi, Ding, Xiaoyu, Xu, Jinfeng, Wang, Jie, Zhong, Liheng, Huang, Huabing, Pang, Yong
Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography , Vegetation Height, Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM