Deep learning of flood forecasting by considering interpretability and physical constraints
2025
Zhang, Ting, Zhang, Ran, Li, Jianzhu, Feng, Ping
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
Deep Soil Water Reservoirs Modulate Land Use and Drought Effects on the Water Budget of Amazon Headwaters
2025
Atwood, Abra, Coe, Michael T., Neill, Christopher, MaracahipesSantos, Leonardo, Brando, Paulo, Riskin, Shelby H., Castanho, Andrea, Deegan, Linda, Silveiro, Antonio Carlos, Macedo, Marcia N.
Evapotranspiration , Latent Heat Flux
DeepBase: A Deep Learning-based Daily Baseflow Dataset across the United States
2025
Ghaneei, Parnian, Moradkhani, Hamid
Land Surface/Agriculture Indicators, Drought Indices, Satellite Soil Moisture Index, Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent , Vapor Pressure, Shortwave Radiation, Heat Flux, Longwave 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
Enhancing Fine-Resolution Precipitation Estimates in Data-Scarce Regions: A Novel Spatial Downscaling and Correction Framework
2025
Ullah, Sana, Shahzad, Naeem, Yan, Lei, Zuo, Zhengkang, Iqbal, Imran, Tareen, Mohammad Javed
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Total Surface Precipitation Rate, Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff
Elastic Displacement of the Solid Earth and GRACE/GRACE-FO Response to
2025
Gaastra, Kevin M., Argus, Donald F., Landerer, Felix W., Wiese, David N., Ellmer, Matthias
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 , Terrestrial Water Storage
ENSO Influence on Subsequent Early-Summer North American Atmospheric
2025
Dong, Yinshuo, Tao, Lingfeng, Chen, Haishan, Cai, Danping, Zhou, Yang
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
Elevation Correction of Forest Biogeophysical Cooling Effect in China
2025
Bai, Tingting, Song, Yongze, Li, Tong, Zheng, Jinxiu, Zhu, Kai
Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux, Land Surface Temperature , Emissivity, Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Albedo , Anisotropy
Enhanced microbial consumption of carbon-rich marine organic matter at experimentally elevated temperatures dictated by substrate C: N: P stoichiometry
2025
Benson, Sarah M., Letscher, Robert 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
Advancing diurnal analysis of vegetation responses to drought events in the Yangtze River Basin using next-generation satellite data
2025
Li, Tingyu, Wang, Shaoqiang, Deng, Zhuoying, Chen, Jinghua, Chen, Bin, Liang, Zhewei, Chen, Xuan, Jiang, Yunhao, Gu, Peng, Sun, Leigang
Evapotranspiration , Latent Heat Flux
Advancing Ensemble Streamflow Prediction Through Satellite-Based
2025
Peng, Kaidi, Wright, Daniel B., Derin, Yagmur, Alexander, G. Aaron, Pradhan, Ankita, Zoccatelli, Davide, Hartke, Samantha H., Li, Zhe, Tan, Jackson
Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux, Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
Advancing Evapotranspiration Modeling With Optimized Soil and Canopy Resistance Combinations
2025
Zhao, Jinfeng, Sun, Shikun, Yin, Yali, Tang, Yihe, Li, Chong, Liang, Yongshan, Wang, Yubao, Winkler, Alexander, Jiang, Shijie
Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux
Advancing forest carbon projections requires improved convergence between ecological and economic models
2025
Fuller, Madisen R., Ganjam, Manaswini, Baker, Justin S., Abt, Robert C.
Solar Radiation , Cooling Degree Days, Air Temperature, Evapotranspiration , Precipitation Amount, Ecosystem Functions, Decomposition, Forests, Biomass, Canopy Characteristics, Forest Composition/Vegetation Structure, Litter Characteristics, Nitrogen, Soil Moisture/Water Content , Soil Water Holding Capacity
Abiotic Factors and Plant Communities Shape the Distribution of Soil Pathogenic Oomycetes in Chinese Grasslands
2025
Ke, Junsheng, Zhu, Chen, Jiang, Peixi, Zhang, Peng, Hu, Kui, Dang, Yilin, Xiao, Yao, Liu, Mu, Liu, Huiying, Liu, Xiang, Friman, VillePetri
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
A three-dimensional Budyko framework with terrestrial water storage
2025
He, Qing, Fok, Hok Sum, Zhou, Hao, Ferreira, Vagner, Sun, Yilin
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, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A shift in drought propagation trend in the Yellow River Basin during 19802020 linked to climate change and vegetation greening
2025
Yin, Yunhe, Yin, Mijia, Zong, Xuezheng, Zhao, Dongsheng
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 , Vegetation Index, Normalized Difference Vegetation Index (NDVI)
A stand-alone framework for predicting spatiotemporal errors in satellite-based soil moisture using tree-based models and deep neural networks
2025
Kim, Subin, Kim, Hyunglok, Kwon, Yonghwan, Nguyen, Hoang Hai
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 , Land Use/Land Cover Classification , Brightness Temperature, Surface Soil Moisture
Accelerated disappearance of desert oases: The impact of climate warming
2025
Li, Dinghao, Wang, Zhi, Li, Hao, Liu, Yulong, Zhakypbek, Yryszhan, Tursbekov, Serik, Wan, Yanbo, Shi, Qingdong
Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux, Land Surface Temperature , Emissivity
A Method to Derive Long-Term Global Hourly Near-Surface Air Temperature by Combining Remote Sensing and Reanalysis Datasets
2025
Wang, Shuo, Wang, Tianxing, Du, Yihan, Wang, Shiyao, Li, Shaodong
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, Heat Flux, Longwave Radiation, Shortwave Radiation, Humidity , Evapotranspiration , Rain , Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff
A novel generative adversarial network and downscaling scheme for GRACE/GRACE-FO products: Exemplified by the Yangtze and Nile River Basins
2025
Wang, Jielong, Shen, Yunzhong, Awange, Joseph, Tabatabaeiasl, Maryam, Song, Yongze, Liu, Chang
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 , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A Novel Standardized Optimal Synthesized Drought Index (SOSDI) for agro-drought monitoring using multi-source remote sensing data
2025
Feng, Shouming, Zhao, Shuhe, Huang, Xinyi, Guo, Xinya, Fan, Jinlong, Zhang, Zhenke
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 , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A Multi-Scale Comprehensive Evaluation for Nine Evapotranspiration Products Across Mainland China Under Extreme Climatic Conditions
2025
Qian, Long, Wu, Lifeng, Dong, Ning, Dai, Tianjin, Yu, Xingjiao, Bai, Xuqian, Yang, Qiliang, Liu, Xiaogang, Chen, Junying, Zhang, Zhitao
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 , Surface Temperature , Humidity , Surface Winds , Precipitation Rate , Ground Water , Latent Heat Flux
A GEE TSEB workflow for daily high-resolution fully remote sensing
2025
El Hazdour, Ikram, Le Page, Michel, Hanich, Lahoucine, Chakir, Adnane, Lopez, Oliver, Jarlan, Lionel
Evapotranspiration , Latent Heat Flux
A generalized design flood estimation framework under stationary and non-stationary scenarios
2025
Awasthi, C., Archfield, S.A., Sankarasubramanian, A.
Watershed Characteristics, Maximum/Minimum Temperature, Evapotranspiration , Precipitation Amount, Discharge/Flow
A global 400-m high-resolution soil moisture dataset derived from multi-sensor remote sensing observations
2025
Fang, Bin, Lakshmi, Venkataraman, Hain, Christopher, Mishra, Vikalp
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 , Surface Soil Moisture, Brightness Temperature
A global long-term daily multilayer soil moisture dataset derived from machine learning
2025
Wei, Zeyang, Wei, Lifei, Wang, Ting, Lu, Qikai, Tian, Shuang, Zhang, Fei, Zhong, Yanfei
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 , Land Use/Land Cover Classification