Accounting for the uncertainty of precipitation forecasts and its impacts on probabilistic flood inundation mapping skill
2026
Gomez, Francisco J., Jafarzadegan, Keighobad, Moftakhari, Hamed, Moradkhani, Hamid
Surface Pressure, Longwave Radiation, Shortwave Radiation, Surface Temperature , Evaporation, Humidity , Convection, Surface Winds , Rain , Land Surface Temperature
Advancing effective and representative sampling designs for national
2026
Diez-Pastor, Elena, Le, Huong, la Rosa, Jose Armando Alanis-de, Aldrete-Leal, Metzli Ileana, Cuenca-Lara, Rubi Angelica, Medina-Casillas, Sandra Liliana, Park, Taejin, Ramos-Madrigal, Rodrigo, Santacruz-Carrillo, Malinali, Smith, Elizabeth M., Vargas, Rodrigo
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity
Aerosol and non-aerosol drivers of regional trends in top-of-atmosphere Albedo over 2002-2020
2026
Clement, Noe, Bellouin, Nicolas, Boucher, Olivier, Quaas, Johannes, Jia, Hailing, Tegen, Ina
Aerosol Backscatter, Aerosol Extinction, Aerosol Optical Depth/Thickness , Angstrom Exponent, Aerosol Particle Properties, Aerosol Radiance, Carbonaceous Aerosols, Dust/Ash/Smoke , Nitrate Particles, Organic Particles, Particulate Matter, Sulfate Particles, Optical Depth/Thickness, Radiative Flux, Reflectance , Albedo , Anisotropy, Emissivity, Land Surface Temperature
A high-resolution (daily and 1 km) atmospheric moisture collection over the North China Plain during 20032020
2026
Su, Zhiying, Zhang, Hui, Li, Xiang, Wu, Sijia, Shi, Manqing, Luo, Ming
Land Use/Land Cover Classification , Aerosol Optical Depth/Thickness , 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 Hybrid Physics-Guided Machine Learning for Soil Moisture Monitoring and Drought Assessment From CYGNSS in Complex Terrain
2026
Rhadiouini, Charafa El, Jin, Shuanggen, Yeboah, Emmanuel, Sarfo, Isaac, Okrah, Abraham
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 , RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Brightness Temperature, Surface Soil Moisture, Radar Cross-Section, Radar Reflectivity
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
Climate warming reshapes vegetation responses in China from temperature to precipitation
2026
Wang, Meihong, Zhao, Hui, Wei, Da, Chen, Zhaojie, Zhang, Hongsheng, Jiang, Shizhong, Deng, Wei
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
Climate-dominated, LUCC-enhanced waterecosystem responses in the humid temperate Tumen River basin
2026
Wang, Haiqing, Su, Mengqi, Qi, Peng, Li, Guangyin, Zou, Yuanchun
Land Surface Temperature , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Rain , Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Snow Water Equivalent , Runoff , Land Use/Land Cover Classification , Terrestrial Water Storage, Ground Water , Glacier Mass Balance/Ice Sheet Mass Balance
Combined effects of site and model parameterization for soil respiration components in a Canadian wildfire chronosequence
2026
Zobitz, John, Zhou, Xuan, Aaltonen, Heidi, Koster, Egle, Berninger, Frank, Pumpanen, Jukka, Koster, Kajar
Photosynthesis, Primary Production, Vegetation Productivity, Reflectance , Land Surface Temperature , Emissivity
Comparative machine learning and deep learning approaches for
2026
Azizi, Mahan, Abbasi, Ali, Asli Charandabi, Mohammad Reza
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration , Wind Speed , Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Cover , Snow Depth , Snow Water Equivalent , Runoff , Reflectance , Emissivity
Comparison of Sentinel-2 and MODIS for estimating GPP along an ecosystem gradient in eastern Germany
2026
Sayeed, Mostafa, Ahmadpour, Somayeh, Trachte, Katja
Reflectance , Albedo , Anisotropy, Land Surface Temperature , Emissivity
Artificial intelligence with earth observations provides continuous
2026
Uddin, Shihab, Rajib, Adnan, Haider, M. Rezaul, Vanderhoof, Melanie, Luk Kim, I., Zhao, Lan
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Surface Thermal Properties , Land Surface Temperature , THERMAL ANOMALIES, Burned Area, Reflectance , Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent , Vapor Pressure, Shortwave Radiation, Evapotranspiration , Latent Heat Flux
Assessing Debris-Flow Susceptibility at Local and Global Scales: A
2026
Nienkotter, Andreas, Bian, Ang, Di, Baofeng, Li, Jierui, Deng, Tian
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Vegetation Water Content, Soil Moisture/Water Content , Skin Temperature, Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps, Plant Phenology, Vegetation Index , Plant Phenological Changes, Enhanced Vegetation Index (EVI)
Assessing the Contribution of GRACE Data to Snow Water Equivalent Estimation in Comparison with Conventional Snow Measurement Techniques
2026
Mohasseb, Hussein A., Yi, Shuang, Abd-Elmotaal, Hussein A., Abd-Elbaky, Mostafa
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
Assessing the impact of climate and control interventions on
2026
Angelakis, Alexandros, Beloconi, Anton, Nyawanda, Bryan O., Khagayi, Sammy, Kariuki, Simon, Munga, Stephen, Munywoki, Patrick K., Bigogo, Godfrey, Vounatsou, Penelope
Land Surface Temperature , Emissivity
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
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
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
Characterization of uncertainty in ground-based validation of soil
2026
Zeng, Qicheng, Wu, Xiaodan, Wen, Jianguang, Yin, Gaofei, Lin, Xingwen, Li, Yukun, You, Dongqin, Xiao, Qing
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 , Brightness Temperature, Surface Soil Moisture
Classification of Climate-Active Gas Emission Sources Based on Satellite Data Using Machine Learning Methods
2026
Bondur, V. G., Feoktistova, N. V., Voronova, O. S.
Fire Occurrence, Land Surface Temperature , THERMAL ANOMALIES