Holocene evolution of Saharan vegetation revealed by paleoclimate simulations and machine learning
2026
Hao, Guangyao, Sun, Weiyi, Liu, Jian, Chen, Deliang, Ning, Liang, Shen, Cheng, Lu, Bo, Zhang, Xiao, Lu, Guonian
Vegetation Index, Normalized Difference Vegetation Index (NDVI)
Human pressure and biodiversity modify forest resilience after extreme multi-year droughts
2026
Wu, Tianjing, Liu, Yanxu, Chen, Liangzhi, Fu, Zheng, Fu, Bojie, Li, Yan, Wu, Xutong, Ding, Jingyi, Li, Changjia, Wang, Shuai, Zhao, Wenwu, Gessler, Arthur
Vegetation Index, Normalized Difference Vegetation Index (NDVI), Carbon , Cation Exchange Capacity, Organic Matter
Global patterns and drivers of soil microbial nitrogen and phosphorus use efficiency
2026
Gao, Decai, Kuzyakov, Yakov, Delgado-Baquerizo, Manuel, Penuelas, Josep, Moorhead, Daryl L., Sinsabaugh, Robert L., Xu, Xiaofeng, Sun, Lifei, Wang, Huimin, Kou, Liang, Fu, Xiaoli, Dai, Xiaoqing, Meng, Shengwang, Liu, Ziping, Wang, Siyu, Hagedorn, Frank, Rillig, Matthias C., Cui, Yongxing
Vegetation Index , Plant Phenology, Normalized Difference Vegetation Index (NDVI), Plant Phenological Changes, Enhanced Vegetation Index (EVI)
Increase in plant reliance on past precipitation associated with greening and drying
2026
Zhang, Hongying, Zhang, Yao, Miralles, Diego G., Tai, Xiaonan, Koppa, Akash, Yang, Hui, Sitch, Stephen, OSullivan, Michael
Land Use/Land Cover Classification , Land Use Classes, Vegetation Cover, Albedo , Vegetation Index , Landscape Patterns, Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Rain , Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff
Harnessing Deep Learning for Dual Gains in S2SScale Soil Moisture Forecasting and Flash Drought Mechanisms
2026
Yang, Guibin, Chang, Jianxia, Zhang, Lu, Kam, Jonghun, Zheng, Yi, Wang, Yimin, Guo, Aijun, Hussain, Arif, Liu, Anqi
Vegetation Index, Normalized Difference Vegetation Index (NDVI)
High-Resolution Thermal Remote Sensing in Marine and Freshwater Environments: State of Knowledge, Instrumentation Needs, and Implications for Future Studies
2026
Wethey, David S., Woodin, Sarah A., Vazquez-Cuervo, Jorge
Sea Surface Temperature , Sea Surface Temperature , Sea Ice Concentration, Sea Surface Temperature , Sea Surface Foundation Temperature
GRAINa Global Registry of Agricultural Irrigation Networks
2026
Suresh, Sarath, Hossain, Faisal, Mishra, Vimal, Hossain, Nehan
Vegetation Cover, Cropland
GloFM: a GLORYS Flow-Matching emulator for spatio-temporal ocean data assimilation
2026
Garcia, Pierre, Archambault, Theo, Bereziat, Dominique, Charantonis, Anastase
Sea Surface Subskin Temperature
Insights into evapotranspiration partitioning based on hydrological observations using the generalized proportionality hypothesis
2026
Hassan, Amin, Prentice, Iain Colin, Liang, Xu
Leaf Area Index (LAI) , Normalized Difference Vegetation Index (NDVI), Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent , Vapor Pressure, Shortwave Radiation, Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux
Methodological sensitivities when identifying dryland degradation: case studies from two Australian regions
2026
Zhang, Xinyue, Evans, Jason P., Fisher, Adrian G.
Vegetation Index, Normalized Difference Vegetation Index (NDVI), Vegetation Index , Enhanced Vegetation Index (EVI)
Minimal impact of recent decline in C4 vegetation abundance on atmospheric carbon isotopic composition
2026
Lavergne, Alienor, Harrison, Sandy P., Atsawawaranunt, Kamolphat, Dong, Ning, Prentice, Iain Colin
Land Use/Land Cover Classification , Vegetation Index , Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo , Reflectance , Landscape Patterns
Model sensitivity across scales: a case study of simulating an offshore low-level jet
2026
Hawbecker, Patrick, Lassman, William, Juliano, Timothy W., Kosovic, Branko, Haupt, Sue Ellen
Sea Surface Temperature , Geopotential Height, Altitude, Surface Temperature , Skin Temperature, Upper Air Temperature, Dew Point Temperature, Air Temperature, Cloud Top Temperature, Atmospheric Winds , Surface Winds , U/V Wind Components, Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Cloud Top Pressure, Sea Level Pressure, Surface Pressure, Specific Humidity, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds, Total Ozone, Sea Surface Topography , Vertical Profiles, Ozone Profiles, Sea Surface Temperature , Sea Surface Temperature , Sea Surface Temperature , Sea Surface Temperature , Longwave Radiation, Shortwave Radiation, Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Temperature, Soil Infiltration, Soil Infiltration, Soil Moisture/Water Content , Surface Soil Moisture, Root Zone Soil Moisture, Soil Moisture/Water Content , Evaporation, Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation , Snow/Ice , Snow Depth , Snow Melt , Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI) , Heat Flux, Heat Flux, Heat Flux, Heat Flux, Longwave Radiation, Shortwave Radiation, Water Vapor Tendency, Water Vapor Flux, Cloud Dynamics, Cloud Microphysics, Ice Fraction, Sea Surface Skin Temperature, Skin Temperature
GHRSST Level 4 OSPO Global Foundation Sea Surface Temperature Analysis (GDS version 2) MERRA-2 tavg1_2d_slv_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Single-Level Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXSLV) MERRA-2 const_2d_asm_Nx: 2d, constants 0.625 x 0.5 degree V5.12.4 (M2C0NXASM) MERRA-2 inst6_3d_ana_Np: 3d,6-Hourly,Instantaneous,Pressure-Level,Analysis,Analyzed Meteorological Fields 0.625 x 0.5 degree V5.12.4 (M2I6NPANA) GHRSST Level 4 MUR Global Foundation Sea Surface Temperature Analysis (v4.1) GHRSST NOAA/STAR GOES-16 ABI L3C America Region SST v2.70 dataset in GDS2 GHRSST Level 4 K10_SST Global 10 km Analyzed Sea Surface Temperature from Naval Oceanographic Office (NAVO) in GDS2.0 MERRA-2 tavg1_2d_lnd_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Land Surface Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXLND) MERRA-2 inst6_3d_ana_Nv: 3d,6-Hourly,Instantaneous,Model-Level,Analysis,Analyzed Meteorological Fields 0.625 x 0.5 degree V5.12.4 (M2I6NVANA) MERRA-2 tavg1_2d_ocn_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Ocean Surface Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXOCN) GHRSST Level 4 CMC0.1deg Global Foundation Sea Surface Temperature Analysis (GDS version 2)
Interpreting Changes in Global Methane Budget in a Chemistry-Climate
2026
He, Jian, Naik, Vaishali, Horowitz, Larry W.
Land Use/Land Cover Classification , Vegetation Index , Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo , Reflectance
K-means classification of long-term global vegetation index variation
2026
Choi, Won-Jun, Song, Hwan-Jin, Gim, Hyeon-Ju, Kim, Myungjin, Park, Hye-Sook
Vegetation Index, Normalized Difference Vegetation Index (NDVI)
Nonlinear ElevationDependent Controls on Drought Responses of Vegetation Net Primary Production in the Central Himalayas
2026
Wu, Jiujiang, Yang, Yanqing, Zhao, Junli, Ding, Tao, Zhao, Wei
Vegetation Index, Normalized Difference Vegetation Index (NDVI), Land Use/Land Cover Classification
Quantifying Historical and Future Surface Soil Moisture Drying Using Deep Learning and Remote Sensing
2026
Bo, Yong, Li, Xueke, Liu, Kai, Wang, Shudong, Tang, Qiuhong, Jiang, Yelin, Li, Zhengqiang, Lu, Shanlong, Wang, Litao, Feng, Chenglian, Zhou, Zhan, Zhou, Guangsheng
Vegetation Index, Normalized Difference Vegetation Index (NDVI), Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
Observed declining strength of vegetation-atmosphere coupling
2026
Li, Shijie, Wang, Guojie, Sun, Shanlei, Chen, Zefeng, Mura, Matteo, Lu, Jiao, Liu, Qi, Li, Ji, Hagan, Daniel Fiifi Tawia, Garcia-Garcia, Almudena, Peng, Jian
Land Use/Land Cover Classification , Vegetation Index , Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo , Reflectance , Land Use Classes, Albedo
Productivity-driven decoupling of microbial carbon use efficiency and respiration across global soils
2026
Cui, Yongxing, Peng, Shushi, Delgado-Baquerizo, Manuel, Moorhead, Daryl L., Sinsabaugh, Robert L., Terrer, Cesar, Smith, Thomas P., Kuzyakov, Yakov, Penuelas, Josep, Zhu, Biao, Tao, Feng, Hong, Songbai, Chen, Ji, Rillig, Matthias C.
Biomass, Forests, Grasslands, Alpine/Tundra, Leaf Area Index (LAI) , Normalized Difference Vegetation Index (NDVI)
Phaseresolved attribution of tropical cyclone cold wakes from an interpretable datadriven model
2026
Liu, Yingjie, Shen, Dongliang, Wang, Haoyu, Wang, Yue, Li, Xiaofeng, Mu, Shanshan
Sea Ice Concentration, Sea Surface Temperature
Physics-Embedded Deep Learning for Wildfire Risk Assessment: Integrating Statistical Mechanics into Neural Networks for Interpretable Environmental Modeling
2026
Jadouli, Ayoub, Amrani, Chaker El
Vegetation Water Content, Soil Moisture/Water Content , Skin Temperature, Vegetation Index, Normalized Difference Vegetation Index (NDVI)
The Sami reindeer pastoralist system and climate change: the effects of weather, forage and insect harassment on calf autumn body mass and summer growth
2026
Duris, Leonie, Ronnegard, Lars, Cronvall, Erik, Adler, Sven, Sandstrom, Per, Skarin, Anna
Vegetation Index, Normalized Difference Vegetation Index (NDVI)
Simulating oceanic responses to Super Typhoon Bolaven (2023) in the Northwest Pacific Ocean using a numerical model coupled with machine learning-based ocean vertical mixing parameterization
2026
Shen, Dongliang, Li, Xiaofeng
Sea Ice Concentration, Sea Surface Temperature
Variation and Environmental Drivers of Summer Evapotranspiration in the Yellow River Basin Based on ERA5-Land Reanalysis
2026
Yang, Yang, Wang, Lijuan, Sha, Sha, Ren, Xueyuan, Zhang, Jinyu
Vegetation Index, Normalized Difference Vegetation Index (NDVI)
Widespread controls of precipitation sensitivity on drought recovery of global forests
2026
Hong, Yixue, Petrie, Matthew D., Zhang, Yu, Chen, Yaping, Huang, Heng, Chen, Hao
Land Use/Land Cover Classification , Vegetation Index , Landscape Patterns
Terrestrial ecosystems enhanced root zone water storage capacity in response to climate change over the past four decades
2025
Xi, Qiaojuan, Gao, Hongkai, Wang-Erlandsson, Lan, Dong, Jianzhi, Fenicia, Fabrizio, Savenije, Hubert H.G., Hrachowitz, Markus
Land Use/Land Cover Classification , Vegetation Index , Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo , Reflectance