A machine learning approach coupling immediate and lagged drivers to predict sand and dust storms in Northern China
2026
Wang, Mile, Yu, Kunxia, Li, Peng, Li, Zhanbin, Yan, Rui, Jiang, Zixia, Li, Xue, Jia, Lu
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity
A Physically Driven Interpretable Machine Learning Framework for Early Forecasting of Summer Hypoxia in the Semi-Enclosed Bohai Sea Using Remote Sensing Data
2026
Jin, Yong, Guo, Jie, Liu, Shanwei, Li, Tao, Yue, Hansen, Ji, Diansheng, Hou, Chawei, Tang, Haitian
Tropospheric Ozone, Tropopause, Methane, Atmospheric Ozone, Surface Pressure, Outgoing Longwave Radiation, Surface Temperature , Air Temperature, Upper Air Temperature, Layered Precipitable Water, Total Precipitable Water, Water Vapor Profiles, Cloud Fraction, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Precipitation Rate , Emissivity, Skin Temperature, Sea Surface Temperature
A Python-Based Workflow for Producing Soil Electromagnetic Properties
2026
Brownbridge, Todd R., Russo, Nicholas
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
A remote sensing framework for mapping agricultural water priority areas and hot spots in northeast Italy
2026
Lippa, Massimiliano N., Tarolli, Paolo
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity
A bio-inspired artificial intelligence framework leveraging remote sensing for groundwater storage modeling in climate-stressed regions
2026
Elmotawakkil, Abdessamad, Youssef, Ali Ait, Jaldi, Saad, Bouhassane, Mohammed, Karkouri, Adnane Al, Moumane, Adil
Land Surface Temperature , Emissivity
Increasing carbon emissions despite declining burned area in the Northern Hemisphere wildfires
2026
Shi, Rui, He, Yuhui, Guo, Ruitong, Wang, Xiaofan, Hou, Yaliang, Zhou, Yue, Niu, Xiaoying, Wen, Hui, Liu, Jun, Pu, Wei, Wang, Xin, Wu, Dongyou
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
Integrating climate data and river modeling to reveal Chinook salmon
2026
Shaftel, Rebecca, Feddern, Megan L., McAfee, Stephanie A., Schoen, Erik R., Cunningham, Curry, von Biela, Vanessa R., Paul, Josh, Cheng, Yifan, Newman, Andrew, Perdue, Margaret, Schwenk, Jon, von Finster, Al, Falke, Jeff
Land Surface Temperature , Emissivity
Mapping Quartz and Feldspar Areal Abundance and Grain Sizes Using Integrated VTIR Data
2026
Grant, Kathleen, Brodrick, Philip G., Perez GarciaPando, Carlos, Goncalves Ageitos, Maria, Celestian, Aaron J., West, A. Joshua
Emissivity, Vegetation Index , Snow Cover , Emissivity, Vegetation Index , Snow Cover , Land Surface Temperature
Mapping spatiotemporal variability of vegetation and climate sensitivity in northern Iran using google earth engine
2026
Mehrjou, Mehrdad, Ahmadi, Hassan
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity
Mapping the local effectiveness of mass drug administration for malaria using transportability methods
2026
Roh, Michelle E., Tong, Yanwei, Heitmann, Gabriella Barratt, Jia, Junran, Ba, El-hadji Konko Cire, Ndiaye, Jean Louis, Fogelson, Ari, Milligan, Paul, Seck, Amadou, Diallo, Abdoulaye, Lo, Aminata Colle, Baiocchi, Michael, Gosling, Roly, Bennett, Adam, Hsiang, Michelle S., Benjamin-Chung, Jade
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Emissivity, Land Surface Temperature
Local and distal processes determine precipitation isotope records in the Great Plains USA
2026
Puthalath, Saranya, Kirk, Matthew F., Keen, Rachel M., Flores, Alejandro N., Billings, Sharon A., Sullivan, Pamela L., Nippert, Jesse B.
Surface Pressure, Longwave Radiation, Shortwave Radiation, Surface Temperature , Evaporation, Humidity , Convection, Surface Winds , Rain , Land Surface Temperature
Long-Range Transport Pathways of Intense Wildfire Plumes in the Northern
2026
Ehret, Antoine, Turquety, Solene, Da Silva, Anderson, George, Maya, HadjiLazaro, Juliette, Franco, Bruno, Clarisse, Lieven, Coheur, PierreFrancois, Clerbaux, Cathy
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area, Surface Thermal Properties , Land Surface Temperature , THERMAL ANOMALIES
Low-intensity urban development delays the spring departures of
2026
Adams, Carrie Ann, Tomaszewska, Monika A., Henebry, Geoffrey M., La Sorte, Frank A., Horton, Kyle G.
Land Surface Temperature , Emissivity
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
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
Leaf Shedding During Drought Reduces Hydraulic Stress in Trees
2026
Quetin, G. R., Anderegg, L. D. L., Trugman, A. T.
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 , Ground Water
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
Cover crop decomposition and nitrogen release over three years of precipitation variability in the Western Corn Belt
2026
Almeida, Tauana F., Canisares, Lucas, Pesini, Gustavo, Robinson, Emily, Poffenbarger, Hanna, Koehler-Cole, Katja, Basche, Andrea
Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Evaporation, Evapotranspiration , Rain , Snow, Canopy Characteristics, Leaf Characteristics, Vegetation Cover, Soil Moisture/Water Content , Soil Temperature, Albedo , Land Surface Temperature , Snow Water Equivalent , Runoff
Cyanogenesis variation in white clover is decoupled from regional climate and human footprint across a longitudinal gradient
2026
Akinwole, Philips O., Tan, Yangjie, Alfonso, Victor L.
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity, Snow Cover
Decoding Chinas success in balancing carbon, water, and soil synergies in ecosystem restoration
2026
Huang, Lin, Wang, Qianxin, Cao, Wei, Dong, Jinwei
Land Surface Temperature , Emissivity
Deforestation-focused policies do not reduce degradation in the Brazilian Amazon
2026
Cammelli, Federico, Gibbs, Holly K., Gollnow, Florian, Levy, Samuel A., Stigler, Matthieu, Garrett, Rachael D.
Fire Dynamics, Surface Radiative Properties , Land Surface Temperature
Assessing the role of gridded evapotranspiration products in improving
2026
Li, Minxin, Zou, Lei, Xia, Jun, Wang, Feiyu, Yu, Jiarui, Xu, Jiayuan, Hong, Si
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 , Photosynthesis, Primary Production, Latent Heat Flux
Assessment of daytime and nighttime land surface temperature behavior in an arid region: evidence of thermal trends asymmetry.
2026
Flores-Gonzalez, Lizbeth Maria, Rangel-Peraza, Jesus Gabriel, Monjardin-Armenta, Sergio Alberto, Plata-Rocha, Wenseslado, Sanhouse-Garcia, Antonio Jesus, Mora-Felix, Zuriel Dathan
Land Surface Temperature , Emissivity
Asynchronous canopy physiological and structural cycles reveal complex
2026
Xie, Qi, Tian, Feng, Tagesson, Torbern, Wang, Lanhui, Fensholt, Rasmus, Tong, Xiaoye, Jin, Hongxiao, Ma, Xuanlong, Cai, Zhanzhang, Dou, Yujie, Feng, Luwei, Eklundh, Lars
Reflectance , Vegetation Index , Snow Grain Size, Snow Cover , Normalized Difference Vegetation Index (NDVI), Emissivity, Land Surface Temperature