Machine learning reveals hidden bias in ERA5 cloud heights over Earth's third pole
2026
Zhao, W., Wang, Y. N., Pan, Y. B., Pan, L. J., Bi, Y. H., Wu, X., Tian, Y. F., Qiu, Y. H., Wang, T. Q., Lu, D. R.
Cloud Types, Cloud Properties, Cloud Liquid Water/Ice, Land Use/Land Cover Classification
Machine learning technique for net ecosystem exchange of carbon dioxide simulation and assessment: a regional analysis of Japanese islands
2026
Gorbarenko, Artem, Gorbarenko, Elizaveta, Mikhailov, Dmitry, Vlasov, Alexander, Saeed, Muhammad
Land Use/Land Cover Classification , Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Photosynthesis, Primary Production, Vegetation Productivity
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
Making a Dust Source Map: Can We Build, Implement, and Learn From a Reflectance Derived Sediment Supply Map in the Unified Forecast System (UFS)?
2026
Faber, E., Baker, B., Rocha Lima, A., Schepanski, K.
Reflectance
Mapping crop types in smallholder mono- and intercropping systems with multi-sensor data in regions with multiple growing cycles
2026
Akinyemi, Felicia O., Rufin, Philippe, Ibrahim, Esther Shupel, Hostert, Patrick, Ogunsumi, Lucia O., Egbetokun, Olugbenga A., Ifejika Speranza, Chinwe
Land Use/Land Cover Classification
Mapping four decades of change: Deep learning and Google Earth Engine
2026
Tahmi, Sadiq, Rui, Xiaoping, Guechi, Imen, Hannache, Faris, Wang, Xuege, Chebika, Housseyn
Land Use/Land Cover Classification
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
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 can play a role in the moisture content of temperate fuels
2026
Ivison, Katy, Graham, Laura J., Little, Kerryn, Orpin, Alice, Kettridge, Nicholas
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
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
Landslide susceptibility assessment in the Central Yunnan Plateau by assembling optimized statistical and machine learning models
2026
Chen, Jieying, Li, Qin, Huang, Cheng, Hu, Xie, Shen, Zehao
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
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)
Impacts of grey-green spatial patterns on carbon emissions and
2026
Sun, Yihao, Shao, Ming, Zhou, Shiqi, Feng, Fei, Yao, Peng
Photosynthesis, Primary Production, Vegetation Productivity
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
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
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
Improving the temporal accuracy of vegetation phenology indicators through the integration of satellite data and high-resolution near-surface camera observations
2026
Gu, Jiatong, Yu, Le, Du, Zhenrong
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Plant Phenology, Enhanced Vegetation Index (EVI)
Identification of the Global Cloud-Clear Sky Transition Zone and Its
2026
Yu, Xinyu, Lang, Qin, Wang, Lunche, Zhang, Ming, Jin, Shikuan, Gu, Xihui, Xiao, Wen, Du, Yao
Atmospheric Emitted Radiation, Emissivity, Optical Depth/Thickness, Radiative Flux, Reflectance , Transmittance, Clouds , Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, Cloud Liquid Water/Ice, Cloud Optical Depth/Thickness, Cloud Precipitable Water, Cloud Asymmetry, Cloud Ceiling, Cloud Frequency, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Cloud Emissivity, Cloud Radiative Forcing, Cloud Reflectance, Cloud Types, Infrared Radiance, REFLECTED INFRARED, Visible Radiance, Aerosol Optical Depth/Thickness
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 soil moisture thresholds for agricultural drought sensitivity through coupling modeled and satellite data in a humid temperate catchment
2026
Ahady, Abdul Baqi, Wolf, Stefanie, Klopries, Elena-Maria
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
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
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