A meteorology-driven Transformer network to predict soil moisture for agriculture drought forecasting
2025
Xiong, Zhenhua, Zhang, Zhicheng, Gui, Hanliang, Chen, Xiaoyou, Hu, Shi, Gao, Lun, Yang, He, Qiu, Jianxiu, Xin, Qinchuan
Atmospheric Carbon Dioxide, Heat Flux, Community Structure, Forest Composition/Vegetation Structure, Albedo , Soil Moisture/Water Content , Land Surface Temperature
A Lagrangian view on severe haze in Beijing: local and long-range sources of trace gases and primary and secondary aerosols
2025
Foreback, Benjamin, Clusius, Petri, Baykara, Metin, Mahura, Alexander, Pichelstorfer, Lukas, Xavier, Carlton, Zhou, Putian, Kokkonen, Tom V., Kerminen, Veli-Matti, Liu, Yongchun, Xia, Men, Chen, Xin, Hua, Chenjie, Wang, Zongcheng, Palmer, Paul I., Nuterman, Roman, Baklanov, Alexander, Ciarelli, Giancarlo, Sinclair, Victoria A., Liu, Zhi-Song, Ashu, Taiwo, Ashu, Valery, Kulmala, Markku, Paasonen, Pauli, Boy, Michael
Carbon , Cation Exchange Capacity, Organic Matter
A Multimodal Deep Learning Approach for Soil Moisture Downscaling Using Remote Sensing and Weather Data
2025
Xu, Yijia, Cai, Shuohao, Huang, Jingyi, Liu, Jiangui, Shang, Jiali, Yang, Zhengwei, Zhang, Zhou
Land Surface Temperature , Emissivity, Surface Soil Moisture
A Multisource Precipitation Data Fusion Model for Qinghai Province Based on 3D CNN and Bidirectional ConvLSTM
2025
You, Shaojie, Zhang, Xiaodan, Wang, Hongyu, Quan, Chen, Zhao, Tong, Liu, Chang, Huo, Wei, Zhang, Qiyuan, Hu, Naihao
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 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 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 global dataset of remote sensing-based soil critical point and permanent wilting point
2025
Xu, Yawei, He, Qing, Lu, Hui, Yang, Kun, Entekhabi, Dara, Short Gianotti, Daniel J.
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Land Use/Land Cover Classification , Plant Phenology, Enhanced Vegetation Index (EVI), Brightness Temperature, Soil Moisture/Water Content
A New Classification of In Situ and Anvil Cirrus Clouds Uncovers Their
2025
Mu, Qingyu, Ge, Jinming, Huang, Jianping, Hu, Xiaoyu, Peng, Nan, Li, Yize, Wang, Meihua, Zhang, Jie, Xu, Ziyang, Zhang, Chi, Liu, Bochun
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)
Applicability of a Sine-Random Forest Hybrid Method for meteorological
2025
Zhang, Siyao, Li, Jianzhu, Zhang, Ting, Tian, Jiyang, Feng, Ping
Heat Flux, Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, Precipitation Rate , Snow/Ice , Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds , Wind Speed , U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, 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 , Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation , Snow Depth , Snow Melt , Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI) , Surface Pressure, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Rain , Snow, Land Surface Temperature , Snow Water Equivalent , Runoff , Land Use/Land Cover Classification
MERRA-2 tavg1_2d_flx_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Surface Flux Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXFLX) at GES DISC MERRA-2 tavg1_2d_lnd_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Land Surface Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXLND) at GES DISC GLDAS Noah Land Surface Model L4 3 hourly 0.25 x 0.25 degree V2.1 (GLDAS_NOAH025_3H) at GES DISC MODIS/Terra+Aqua Land Cover Type Yearly L3 Global 500m SIN Grid V061 MODIS/Terra+Aqua Land Cover Type Yearly L3 Global 500m SIN Grid V006 GLDAS Noah Land Surface Model L4 3 hourly 0.25 x 0.25 degree V2.0 (GLDAS_NOAH025_3H) at GES DISC
Asian Drylands EcoHealth Progress For Land Degradation Neutrality
2025
Kayumba, Patient Mindje, Chen, Yaning, Mindje, Mapendo, Ali, Sikandar, Mindje, Richard, DeFreese, Michelle, Nyirambangutse, Brigitte, Hu, Yanan
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 , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Application of explainable artificial intelligence to decode water-induced soil erosion in Lidder watershed of the Greater Himalayas
2025
Majid, Syed Irtiza, Kumar, Manish, Bhadwal, Sourav
Runoff , Soil Texture
Aquatic and soil CO2 emissions from forested wetlands of Congo's Cuvette Centrale
2025
de Clippele, Antoine, Jaeger, Astrid C. H., Baumgartner, Simon, Bauters, Marijn, Boeckx, Pascal, Botefa, Clement, Bush, Glenn, Carilli, Jessica, Drake, Travis W., Ekamba, Christian, Lompoko, Gode, Mukwiele, Nivens Bey, Van Oost, Kristof, Werner, Roland A., Zambo, Joseph, Six, Johan, Barthel, Matti
Soil Respiration, Ecosystem Functions, Soil Respiration
Advancing polar prediction: Enhancing short-range forecasting accuracy with Polar WRF at Bharati and Maitri stations in Antarctica
2025
Kumar, Anikender, Kumar, Vivek, Das, Anand Kumar, Rawat, Shivani, Jena, Chinmay Kumar, Bist, Sanjay, Soni, Vijay Kumar, Pai, D S
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)
Annual net CO2 fluxes from drained organic soils used for agriculture in the hemiboreal region of Europe
2025
Bardule, Arta, Laiho, Raija, Jauhiainen, Jyrki, Soosaar, Kaido, Lazdins, Andis, Armolaitis, Kestutis, Butlers, Aldis, Ciuldiene, Dovile, Haberl, Andreas, Kull, Ain, Muraskiene, Milda, Ostonen, Ivika, Rohula-Okunev, Gristin, Kamil-Sardar, Muhammad, Schindler, Thomas, Vahter, Hanna, Vigricas, Egidijus, Licite, Ieva
Soil Respiration, Ecosystem Functions, Soil Respiration
Analysis of hydrological time-lag effects using multiple GNSS techniques: GNSS-R-retrieved soil moisture, GNSS-derived coordinates, and GNSS-based water vapor ...
2025
Yong, Weiao, Wang, Xiaolei, Tu, Jinsheng, Gao, Ying
Brightness Temperature, Surface Soil Moisture
Analytical Assessment of GNSS-R Delay Doppler Map Sensitivity to Land Surface Variables Using a Physics-Based Model
2025
Melebari, Amer, Campbell, James D., Hodges, Erik, Moghaddam, Mahta
Soil Temperature, Soil Moisture/Water Content , Radar Cross-Section, Radar Reflectivity, Brightness Temperature, Surface Soil Moisture
Analyzing the dihedral scattering component of P-band SAR signals for trunk permittivity estimation a concept study
2025
Fluhrer, Anke, Alemohammad, Hamed, Jagdhuber, Thomas
Vegetation Water Content, Soil Moisture/Water Content , Skin Temperature, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Evapotranspiration , 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
An Algorithm for Downscaling SMAP Soil Moisture to 3 km Using CYGNSS Observations
2025
Zhu, Yifan, Guo, Fei, Yang, Wentao, Zhang, Zhiyu, Li, Zheng, Wu, Ziheng, Zhang, Xiaohong
Brightness Temperature, Surface Soil Moisture, Soil Moisture/Water Content
A Systematic Framework of Flash Floods Disaster-Causing Mechanisms in
2025
Liu, Qiuyuan, Yang, Ranmao, Zhao, Lin, Li, Xinxin, Wang, Gangsheng, Wu, Jianjun
Runoff , Soil Texture
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 Three-Stage Optimal Energy Management Strategy for Co-Phase Power Supply Systems with Integration of Renewable Energy
2025
Gao, Shengfu, Li, Qunzhan, Ding, Juxia, Liu, Wei, Xu, Qian, Li, Songyuan
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, Atmospheric Radiation, Longwave Radiation, Shortwave Radiation, Radiative Flux, Radiative Forcing, Surface Radiative Properties , Albedo , Emissivity, Cloud Properties, Cloud Fraction, Cloud Optical Depth/Thickness, Skin Temperature, Sea Surface Skin Temperature, 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)
MERRA-2 tavg1_2d_slv_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Single-Level Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXSLV) at GES DISC MERRA-2 tavg1_2d_rad_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Radiation Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXRAD) at GES DISC MERRA-2 tavg1_2d_lnd_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Land Surface Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXLND) at GES DISC
A time-varying index for agricultural suitability across Europe from 15002000
2025
Lehner, Alexander, Philippe, Dylan
Carbon , Cation Exchange Capacity, Organic Matter
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)