Global Daily Atmospheric Methane Column Concentration Retrieval From
2026
Bao, Yuxuan, Yang, Qianqian, Yuan, Qiangqiang, Hu, Die, Xu, Yalan
Land Use/Land Cover Classification
Global daily TROPOMI XCH4 reconstruction and methane emission hotspot identification using machine learning
2026
Xiao, Qian, Wan, Yong, Han, Ge, Liu, Yu, Niu, Shanwei, Xu, Shaokun
Methane, Emissions, Land Use/Land Cover Classification , Reflectance , Albedo , Anisotropy, Shortwave Radiation
Geological regulation of nitrous oxide emission risks in rivers globally
2026
Qi, Hongkai, Liu, Yi, Wang, Haoran, Pang, Yu, Li, Junyu, Ma, Xiao, Wu, Longjun, He, Ding, Gan, Jianping
Land Use/Land Cover Classification
Geo-spatial assessment of human-induced soil erosion and environmental hazard using the RUSLE model: A path toward sustainable land management in the Duhok ...
2026
Faqe Ibrahim, Gaylan Rasul, Mahmood, Kamaran Wali, Rashed, Srusht Othman
Reforestation, Terrestrial Ecosystems , Permafrost , Rock Glaciers, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion , Glacier Thickness/Ice Sheet Thickness, Glacier Topography/Ice Sheet Topography, Glaciers , Ice Sheets, Icebergs , Ice Deformation, Ice Depth/Thickness , Ice Edges, Ice Extent , Ice Floes, Ice Growth/Melt , Ice Roughness, Ice Temperature, Ice Types, Icebergs , Leads, Pack Ice , Polynyas , Reflectance , Sea Ice Motion , Ice Extent , Ice Growth/Melt , Ice Motion, Ice Velocity, Lake Ice , Permafrost , River Ice, Snow Cover , Landslides , Aeolian Landforms , Coastal Landforms , Fluvial Landforms, Glacial Landforms, Karst Landforms, Tectonic Landforms , Land Use/Land Cover Classification , Landscape Ecology, Landscape Patterns, Landscape Processes, Reforestation, Surface Roughness, Terrain Elevation , Topographic Effects, Barrier Islands, Beaches, Deltas, Dunes, Estuaries, Fjords, Inlets, Lagoons, Mangroves, Marshes, Rocky Coasts, Shorelines, Wind Waves, Surface Winds , Ice Deformation, Ice Depth/Thickness , Ice Edges, Ice Extent , Ice Floes, Ice Roughness, Ice Types, Icebergs , Leads, Pack Ice , Polynyas , Sea Ice Motion , Glacial Landforms, Caldera, Cinder Cone, Faults, Folds, Geyser, Graben, Horst, Lava Dome, Lava Plain, Maar, Mountains, Plateau, Ridge, Rift Valley, Tuya, Volcano, Tectonic Landforms, Earthquakes , Plate Tectonics, Volcanic Activity, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion , Glacier Topography/Ice Sheet Topography, Glaciers , Ice Sheets, Icebergs , Ice Extent , Ice Growth/Melt , Ice Motion, Ice Velocity, Lake Ice , Permafrost , River Ice
Frequent DryHot Extremes Slow the Loss of SemiArid Ecosystem Resilience
2026
Shi, Guanghuan, Wei, Di, Qi, Mingliang, Zhang, Ziqi, Niu, Haolei, Zhang, Yun, Wang, Bo
Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Photosynthesis, Primary Production, Vegetation Productivity
FRIDA-Clim v1. 0.1: a simple climate model with process-based carbon cycle used in the integrated assessment model FRIDAv2. 1
2026
Wells, Christopher D., Ramme, Lennart, Smith, Chris, Breier, Jannes, Muralidhar, Adakudlu, Li, Chao, Gjermundsen, Ada, Schoenberg, William Alexander, Blanz, Benjamin, Mauritzen, Cecilie
Forests, Plant Phenological Changes, Normalized Difference Vegetation Index (NDVI), Plant Phenology, Evergreen Vegetation, Vegetation Index
From Descriptors to Decisions: Structuring the Libyan National Land Cover Reference System with Land Cover Meta Language
2026
Nwer, Bashir, Dadhich, Gautam, Alkasih, Akram, Maki, Abdourahman, Mushtaq, Fatima
Land Use/Land Cover Classification
From disagreement to consistency: Evaluating and fusing multi-source land cover products for reliable mapping in mountainous Southwest China
2026
Li, Wenqing, Li, Jin, Wu, Fengwen, Zhang, Zhiming, Chen, Jiahui
Land Use/Land Cover , Anthropogenic/Human Influenced Ecosystems , Sustainability
Global UrbanRural Differences in Precipitation: Cities See More Light Rain But Milder Extremes
2026
Ding, Mingze, Zheng, XiaoTong, Li, Dan, Li, Zhe, Chen, Haonan, Sun, Ting
Land Use/Land Cover Classification
Global retrieval of harmonized microwave land surface emissivity
2026
Hu, Jiheng, Li, Rui, Zhang, Peng, Wang, Yu, Wu, Shengli, Letu, Husi, Weng, Fuzhong
Precipitation , Rain , Precipitation Amount, Precipitation Rate , Snow, Atmospheric Water Vapor, Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Brightness Temperature, Snow Cover
Global Mercury Emissions from Open Biomass Burning Estimated Using a Mass-Balance Approach
2026
Shen, Yuzhe, Chen, Long, Wang, Danyu, Chen, Qinzheng, Zhou, Qi, Huang, Ye, Du, Wei, Chen, Yuanchen, Yang, Yi
Biomass, Forests, Grasslands, Alpine/Tundra, Plant Phenology, Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification , Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover
Global near real-time 500 m 10 d FPAR dataset from MODIS and VIIRS for operational agricultural monitoring and crop yield forecasting
2026
Seguini, Lorenzo, Klisch, Anja, Meroni, Michele, Vrieling, Anton, Manfron, Giacinto, Atzberger, Clement, Rembold, Felix
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification
GloCAB: the first global cropland burned area product at 0.25 degrees resolution from 2002 to 2020
2026
Hall, Joanne V., Argueta, Fernanda, Giglio, Louis
Land Use/Land Cover Classification
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
Global land rush concentrates potential zoonotic spillover risk in the tropics
2026
Liao, Chuan, Shin, Seongmin, Rohrbaugh, Katie, Pradhan, Nabin, Ludwig, Elizabeth, Xu, Zhenci, Ruiz-Aravena, Manuel, Zhou, Shuai, Agrawal, Arun
Land Use/Land Cover Classification
Global soil moisture dynamics under future scenarios: evaluation-constrained multi-model ensemble and climatic attribution analysis
2026
Song, Qian, Liu, Yangxiaoyue, Xu, Jie
Land Use/Land Cover Classification
Global uncertainty assessment of vegetation indices from NASA's
2026
Zhou, Qiang, Neigh, Christopher S.R., Ju, Junchang, Wooten, Margaret, Zhu, Zhe, Miura, Tomoaki, Campbell, Petya K.E., Sridhar, Madhu K., Baker, Bradley W., Leite, Rodrigo V.
Reflectance , Vegetation Index , Normalized Difference Vegetation Index (NDVI) , Enhanced Vegetation Index (EVI)
Fire Danger and Intensity Response to Vegetation Properties and Weather Conditions in Eastern Asia Using Multi-Layer Perceptron
2026
Liu, Qingyang, Li, Rui, Hu, Jiheng, Li, Dong, Zhao, Hongwei, Duan, Jiawei, Fu, Yuyun
Land Use/Land Cover Classification
Fire in a Central Amazon forest: Lingering top canopy loss and initial understory regrowth revealed by repeated LiDAR
2026
Pontes-Lopes, Aline, Stark, Scott C., Smith, Marielle N., Almeida, Danilo R.A., Shao, Gang, Sato, Luciane Y., Rincon, Nancy L.M., Martins, Giordane A., Goncalves, Nathan B., Ometto, Jean P.H.B., Graca, Paulo M.L.A., Aragao, Luiz E.O.C.
Reforestation, Terrestrial Ecosystems , Permafrost , Rock Glaciers, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion , Glacier Thickness/Ice Sheet Thickness, Glacier Topography/Ice Sheet Topography, Glaciers , Ice Sheets, Icebergs , Ice Deformation, Ice Depth/Thickness , Ice Edges, Ice Extent , Ice Floes, Ice Growth/Melt , Ice Roughness, Ice Temperature, Ice Types, Icebergs , Leads, Pack Ice , Polynyas , Reflectance , Sea Ice Motion , Ice Extent , Ice Growth/Melt , Ice Motion, Ice Velocity, Lake Ice , Permafrost , River Ice, Snow Cover , Landslides , Aeolian Landforms , Coastal Landforms , Fluvial Landforms, Glacial Landforms, Karst Landforms, Tectonic Landforms , Land Use/Land Cover Classification , Landscape Ecology, Landscape Patterns, Landscape Processes, Reforestation, Surface Roughness, Terrain Elevation , Topographic Effects, Barrier Islands, Beaches, Deltas, Dunes, Estuaries, Fjords, Inlets, Lagoons, Mangroves, Marshes, Rocky Coasts, Shorelines, Wind Waves, Surface Winds , Ice Deformation, Ice Depth/Thickness , Ice Edges, Ice Extent , Ice Floes, Ice Roughness, Ice Types, Icebergs , Leads, Pack Ice , Polynyas , Sea Ice Motion , Glacial Landforms, Caldera, Cinder Cone, Faults, Folds, Geyser, Graben, Horst, Lava Dome, Lava Plain, Maar, Mountains, Plateau, Ridge, Rift Valley, Tuya, Volcano, Tectonic Landforms, Earthquakes , Plate Tectonics, Volcanic Activity, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion , Glacier Topography/Ice Sheet Topography, Glaciers , Ice Sheets, Icebergs , Ice Extent , Ice Growth/Melt , Ice Motion, Ice Velocity, Lake Ice , Permafrost , River Ice
EXtreFormer: a general deep learning framework for forecasting compound extreme events: experience with dry-hot extremes and vegetation response
2026
Subhadarsini, Suchismita, Nagesh Kumar, D., Govindaraju, Rao S.
Land Use/Land Cover Classification
Evaporative cooling exceeded albedo-induced warming in greening areas of global drylands
2026
Daramola, Mojolaoluwa T., Li, Renqiang, Xu, Ming
Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Emissivity, Land Surface Temperature
Evapotranspiration declines prolonged by deforestation and fire in South American biomes
2026
Ahmad, Shahryar K., Holmes, Thomas R., Kumar, Sujay V., Lahmers, Timothy M., Konapala, Goutam, Getirana, Augusto, Nie, Wanshu, Liu, Pang-Wei, Hain, Christopher R., Locke, Kim A., Libonati, Renata
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Atmospheric Ozone, Sea Level Pressure, Surface Pressure, U/V Wind Components, U/V Wind Components, Potential Vorticity, Vertical Wind Velocity/Speed, Vertical Profiles, Upper Air Temperature, Air Temperature, Relative Humidity, Specific Humidity, Atmospheric Water Vapor, Cloud Liquid Water/Ice, Altitude, Geopotential Height, Ozone Profiles, Land Use/Land Cover Classification , Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
Reburning from overwintering fires in boreal North America: insights
2026
Hessilt, Thomas D., Veraverbeke, Sander, Mack, Michelle C., Olsen, Richard, Turetsky, Merritt, Walker, Xanthe J., Baltzer, Jennifer L.
Land Use/Land Cover Classification , Forests, Vegetation Cover, Alpine/Tundra, Reflectance , Dominant Species, Fire Models, Fire Occurrence, Emissions, Organic Matter, Fire Disturbance, Soil Organic Carbon (SOC), Canopy Characteristics
Quantitative assessment of vegetation-driven removal of key air
2026
Liu, Tong, Yao, Jiaqi, Cao, Yongqiang, Lu, Lijun, Chang, Huanyu, Ren, He, Mo, Fan, Wang, Xuan, Xu, Nan
Heat Flux, Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, Precipitation Rate , Snow/Ice , Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds , Wind Speed , U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification
Quantifying Vegetation Responses to Rainfall Extremes in Sub-Saharan
2026
Yamashita, Megumi, Uda, Koki, Yoshimura, Mitsunori
Land Use/Land Cover Classification