Machine Learning-Based Geospatial Risk Modeling of Global Avian
2026
Jindal, Mehak, Lim, Samsung, MacIntyre, C. Raina
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
Major fires in Indonesian Borneo are possible under all ENSO phases
2026
Lam, Timothy, Catto, Jennifer L., Kay, Gillian, Dunstone, Nick, Barciela, Rosa, Harper, Anna B.
Canopy Characteristics, Digital Elevation/Terrain Model (DEM) , Lidar
iTransformerInformed Hourly Surface Ozone Forecasting Using Geostationary Satellite Observations
2026
Cheng, Fan, Wei, Jing, Weng, Fuzhong, Zhou, Shan, Yang, Zeyu, Cheng, Yang, Gao, Jian, Qiu, Xinghua, Zhu, Tong
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Key Driving Factors of Ecosystem Resilience Under Drought Stress in the Dongjiang River Basin, China
2026
Huang, Qiang, Luo, Xiaoshan, Ouyang, Liao, Yuan, Shuyun, Li, Peng
Land Use/Land Cover Classification
L. Duncanson a,* PM Montesano b,c,A. Neuenschwander d, A.
2026
Duncanson, L., Montesano, P.M., Neuenschwander, A., Zarringhalam, A., Thomas, N., Minor, D.M., Wulder, M.A., White, J.C., Guenther, E., Feng, T., Leitold, V., Hancock, S., Armston, J., Puliti, S., Mandel, A.I., Shah, S., Silva, C., Purslow, M., Bruening, J., Breidenbach, J., Nsset, E., Saarela, S., Hunka, N., Kellner, J.R., Healey, S.P., Schepaschenko, D., Wallerman, J., Neigh, C.S.R., Carvalhais, N., Dubayah, R.
Land Use/Land Cover Classification , Reflectance , Biomass, Terrestrial Ecosystems , LIDAR WAVEFORM, Evergreen Vegetation, Shrubland/Scrub, Grasslands, Forests, Canopy Characteristics, Deciduous Vegetation
Land Surface Temperature Shows Negligible Difference Between Inside and
2026
Duan, Chunhui, Han, Cunbo, Hu, Wei, Liu, Jiawei, Ma, Yaoming
Albedo , Anisotropy, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity, Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
Landsat observations reveal increasing trend in lake clarity on the
2026
Wang, Shenglei, Zhang, Wenzhi, Tan, Zhangru, Spyrakos, Evangelos, Shi, Kun, Somasundaram, Deepakrishna, Wu, Zijun, Zhang, Fangfang, Li, Junsheng, Zhang, Bing
Reflectance
Landscape character assessment of Nigeria: A machine-assisted learning approach
2026
Eneche, Patrick Samson Udama, Zeng, Yijian, Atun, Funda, Ujoh, Fanan, Pfeffer, Karin
Land Surface Temperature , Emissivity
Large Overestimation of Projected Western US Wildfire Burned Forest Area
2026
Cheng, Yu, McColl, Kaighin A., Mickley, Loretta J., Feng, Xu
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) , Geopotential Height, Altitude, Surface 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, Skin Temperature
MERRA-2 tavgM_2d_lnd_Nx: 2d,Monthly mean,Time-Averaged,Single-Level,Assimilation,Land Surface Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TMNXLND) at GES DISC MERRA-2 tavgM_2d_slv_Nx: 2d,Monthly mean,Time-Averaged,Single-Level,Assimilation,Single-Level Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TMNXSLV) at GES DISC
Last Interglacial shoreline successions in southeastern Australia: A
2026
Flament, Nicolas, Murray-Wallace, Colin V.
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Impact Pathways of Environmental Factors on the Spatiotemporal
2026
Liu, Dong, Huang, Farong, Wei, Wenyu, Yang, Zhiwei, Li, Lanhai, Liu, Yongqiang, Fabien, Muhirwa
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
Impacts of LULC changes on hydrometeorological variables in forested, deforested, and transitional regions of southeastern Australia
2026
Moghim, Sanaz, Tavakoli, Nazanin
Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Impacts of orography and urbanization on extreme precipitation event in Beijing during 2023
2026
Cui, Haobo, Yu, Hongyong, Zuo, Xingshuo, Wu, Guocan
Land Use/Land Cover Classification
Impacts of Salinity Stratification on Sub-Seasonal SST Warming in the Northern Indian Ocean
2026
Kerhalkar, S., Tandon, A., MacKinnon, J. A.
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)
Impacts of Temperature and StressDependent Rheology on IceShelfFront Bending
2026
Glazer, Emily C., Buck, W. Roger
Terrain Elevation , Glacier Elevation/Ice Sheet Elevation
Improved estimation of crop coefficients and water requirements for
2026
Zhang, Teng, Chu, Dong, Hu, Junkang, Liddell, Michael, Liu, Xiaolong, Sun, Liang, Song, Lisheng
Reflectance
Improved management reduces carbon losses in semi-arid grasslands: An
2026
Carrascosa, Alejandro, Moreno, Gerardo, Carrara, Arnaud, Nadolski, Laura, Lee, Sung-Ching, Rolo, Victor
Root Zone Soil Moisture, Surface Soil Moisture
Improving Global Surface Soil Moisture Prediction Through PhysicsGuided Deep Learning and ClusterBased Regionalization
2026
Xi, Xuan, Zhuang, Qianlai
Brightness Temperature, Surface Soil Moisture
IMPROVING ICESAT GLAS DERIVED WATER SURFACE ELEVATIONS OVER LAKE VAN, TURKIYE
2026
Tekeli, Ahmet Emre, Saka, Fatih, Donmez, Senayi
Terrain Elevation
Improving ICESat-2 ATL08 land elevation accuracy in complex hilly terrain using Machine Learning Models and spatial analysis
2026
Zhang, Shengpeng, Zhang, Yongming, Zhang, Yongying, Hao, Guangjing, Li, Hanmei
Terrain Elevation
Improving Landsat 8 and ECOSTRESS surface temperature estimates with in situ surface temperature measurements in Krakow, Poland
2026
Kucza, Marcin, Gowienka, Ewa
Land Surface Temperature , Emissivity
Identification of dust aerosol source areas and transmission paths along the ChinaPakistan Economic Corridor
2026
Han, Zhijuan, Liu, Jie, Ding, Jianli, Wu, Shu, Lu, Xixi, Hou, Xinlei, Zhao, Xiaonan, Yang, Jiahui
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 , Aerosol Backscatter, Aerosol Extinction, Aerosol Optical Depth/Thickness , Angstrom Exponent, Aerosol Particle Properties, Aerosol Radiance, Carbonaceous Aerosols, Cloud Condensation Nuclei, Dust/Ash/Smoke , Nitrate Particles, Organic Particles, Particulate Matter, Sulfate Particles, Optical Depth/Thickness, Radiative Flux, Reflectance
Identifying predictors of tropical cyclone impacts on coastal agriculture to assess coastal wetland buffering signals
2026
Rowland, Phebe I., Wartman, Melissa, Nuyts, Siegmund, Duarte de Paula Costa, Micheli
Reflectance
Identifying Priority Vegetation Zones for Floodplain Wetland Management
2026
Liu, Yang, Yang, Zhonghua, Yue, Yao, Liu, Jianhua
Reflectance
Identifying Surface Degeneracies in Single-Visit Reflected Light Observations of Modern Earth using the Habitable Worlds Observatory
2026
Zelakiewicz, Aiden S., Mullens, Elijah, Kaltenegger, Lisa, Savransky, Dmitry
Land Use/Land Cover Classification