Land Surface Heterogeneity Captured by Topography-Based Subgrid
2026
Tesfa, Teklu K., Leung, L. Ruby, Duan, Zhuoran
Precipitation Amount, Maximum/Minimum Temperature, Shortwave Radiation, Snow Water Equivalent , Vapor Pressure, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Mapping Flood-Prone Areas and Crop Damage Assessment Using Remote Sensing and GIS: A Comparative Analysis of the 2010 and 2022 Floods in Sindh, Pakistan
2026
Arif, Hiba, Khan, Mariam, Khan, Imran Ahmed, Lahori, Altaf Hussain, Kausar, Anila
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Mapping critical thresholds and dynamic drivers of net primary productivity response to shrub encroachment in Xilin Gol grasslands using multi-source remote ...
2026
Wang, Xi, Lyu, Xiaoqing, Liu, Jianhong, Zhu, Wenquan, Jia, Ruolan, Wang, Ziqi, Wang, Jing, Li, Wei, Liu, Nan, He, Yanfen
Photosynthesis, Primary Production, Vegetation Productivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Localized Browning in Thermokarst-Dominated Landscapes Reverses Regional Greening Trends Under a Warming Climate in Northeastern Siberia.
2026
Wang, Ruixin, Wang, Ping, Xu, Li, Liu, Shiqi, Huang, Qiwei
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification
Machine and deep learning-based forecast of Tehran's accelerating nighttime surface heat island crisis
2026
Zargari, Motahhareh, Ghader, Sarmad, Perez, Isidro A., Garcia, M. Angeles
Land Surface Temperature , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Machine learning analysis of Iran's wildfire landscape and anthropogenic influences
2026
Sadra, Nasim, Nikoo, Mohammad Reza, Nazari, Rouzbeh, Karimi, Maryam, Uddin, Md Galal, Gandomi, Amir H.
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Fire Dynamics, Surface Radiative Properties , Land Surface Temperature
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) at GES DISC MERRA-2 const_2d_asm_Nx: 2d, constants 0.625 x 0.5 degree V5.12.4 (M2C0NXASM) at GES DISC 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) at GES DISC 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) at GES DISC 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) at GES DISC 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) at GES DISC GHRSST Level 4 CMC0.1deg Global Foundation Sea Surface Temperature Analysis (GDS version 2)
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
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)
Mapping the global potential of onshore field-scale solar PV using positive-unlabeled deep learning
2026
Li, Wenkai, Liu, Hongliang, Hu, Xiaomei, Lu, Xingcheng, Tao, Shengli, Ma, Qin, Yang, Haitao, Liu, Yuanchi, Li, Mingxuan, Li, Tianhong, Guo, Qinghua
Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
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
Learning feature representations with recurrent neural networks for the Earth Sciences
2026
Campos-Taberner, Manuel, Mateo-Sanchis, Anna, Adsuara, Jose E., Martinez, Beatriz, Rhif, Manel, Ben Abbes, Ali, Piles, Maria, Perez-Suay, Adrian, Garcia-Haro, Francisco Javier, Gilabert, M.A.
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Long-term assessment of reproductive parameters of broad-snouted caiman
2026
Ortiz, R. N., Zamboni, L. P., Tentor, F. R., Larriera, A., Siroski, P. A., Parachu Marco, M. V.
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Latitudinal patterns and processes shaping temperate forest stability
2026
He, Han, Jiang, Pengcheng, Hautier, Yann, Mao, Zikun, Yu, Jinghua, Chen, Yue, Wang, Ziping, Yan, Ruihuan, Wang, Xugao
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Leveraging sUAS-Sentinel-2 synergy for cross-scale mapping of canopy
2026
Kolluru, Venkatesh, John, Ranjeet, Chen, Jiquan, Henebry, Geoffrey M., Xiao, Jingfeng, Shinde, Rajat, Kussainova, Maira, Ganzorig, Ulgiichimeg
Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps, Plant Phenology, Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification
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
Interannual Variability in Fall Ecosystem Metabolism Using CO2: O2 Stoichiometry
2026
Blanchette, Brandon, Botrel, Morgan, Couture, Raoul-Marie, Parkes, Alice H., Maranger, Roxane
Plant Characteristics, Plant Phenology, Vegetation Cover, Vegetation Index
Integrating physical drivers for wildfire hazard modelling in support of
2026
Corbea-Perez, Alejandro, Merino, Andres, Navarro, Andres, Garcia-Ortega, Eduardo
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature , Emissivity, Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Integrating remotesensing and meteorological data to identify key drivers of the potential distribution of a grassland grasshopper
2026
Bobo, Du, Haibin, Han, Fangzheng, Yue, Haihua, Bai, Shujing, Gao, Yuhai, Bao
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Integrating Satellite and Climate Data for Crop Yield Prediction: Spatiotemporal Analysis and Neural Network based Model
2026
Zena H. Khalil
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification
Integrating causal inference and machine learning to quantify climate-malaria relationships: Evidence of temperature and rainfall thresholds from Colombian municipalities
2026
Gutierrez, Juan David
Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Improving regional simulations of processing tomato using remote sensing
2026
Yang, Xin, Rezaei, Ehsan Eyshi, Farneselli, Michela, Croci, Michele, Tei, Francesco, Nendel, Claas
Plant Phenology, Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification
Informing African agricultural health: integrating human population dynamics and climate change into banana bunchy top disease risk assessment
2026
Blomme, Guy, Hufkens, Koen, Ocimati, Walter, Kearsley, Elizabeth
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
InSAR Deformation Analysis and Response Mechanism of Retrogressive Thaw Slumps in Permafrost Region of the QinghaiTibet Engineering Corridor
2026
Chi, Yintong, He, Yi, Huo, Tianbao, Li, Hongzhe, Chen, Jian
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity, Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
Influence of Artificial Oasis on Evolution Trend of Sandstorm in Tarim Basin and Policy Countermeasures from 2000 to 2022
2026
Zhang, Xiaodong, Qiu, Zhi
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)