Remote Sensing Crop Water Stress Determination Using CNN-ViT Architecture
2024
Lehouel, Kawtar, Saber, Chaima, Bouziani, Mourad, Yaagoubi, Reda
Brightness Temperature, Land Use/Land Cover Classification , Soil Moisture/Water Content , Soil Temperature, Soil Texture, Vegetation Water Content
Remote sensing to quantify potential aquifer recharge as a complementary
2024
Santarosa, Lucas Vituri, Pinto, Guilherme Vituri Fernandes, Blandon Luengas, Juan Sebastian, Gastmans, Didier
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 , Precipitation , Precipitation Amount
Research on the spatial temporary evolution of urban expansion in Xining
2024
Cao, Xiaomin, Gao, Xiaohong, Li, Runxiang
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
Reconstructed centennial precipitation-driven water storage anomalies in the Nile River Basin using RecNet and their suitability for studying ENSO and IOD impacts
2024
Wang, Jielong, Awange, Joseph, Shen, Yunzhong, Yang, Ling, Feng, Tengfei, Song, Yongze
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
Reconstructing SMAP-derived 1-km Soil Moisture Dataset Using DINEOF plus
2024
Zhao, Haoteng, Zhao, Haipeng, Zhang, Chen
Surface Soil Moisture
Reassessment of the risks of climate change for terrestrial ecosystems
2024
Conradi, Timo, Eggli, Urs, Kreft, Holger, Schweiger, Andreas H., Weigelt, Patrick, Higgins, Steven I.
Carbon , Nitrogen, Soil Water Holding Capacity , Soil Bulk Density, Soil Chemistry, Soil Classification, Soil Moisture/Water Content , Soil Horizons/Profile
Recent fire occurrence and associated emissions in Southern Brazil
2024
Teixeira, Nathan Campos, Chaffe, Pedro Luiz Borges, Chagas, Vinicius Bogo Portal, Ribeiro, Camilo Bastos, Rodrigues Rodrigues, Regina, Hoinaski, Leonardo
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
Regional firegreening positive feedback loops in Alaskan Arctic tundra
2024
Chen, Dong, Fu, Cheng, Jenkins, Liza K., He, Jiaying, Wang, Zhihao, Jandt, Randi R., Frost, Gerald V., Bredder, Allison, Berner, Logan T., Loboda, Tatiana V.
Topographic Effects, Terrain Elevation , Dew Point Temperature, Alpine/Tundra, Humidity , Active Layer, Soil Moisture/Water Content , Fire Occurrence, Wind Speed , Wildfires , Vegetation Cover, Soil Temperature, Wind Direction, Vegetation Species, Land Use Classes
Causal association between environmental variables and the excess cases
2024
Gutierrez, Juan David, Avila-Jimenez, Julian, Altamiranda-Saavedra, Mariano
Land Use/Land Cover Classification , 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
Causal Discovery Analysis Reveals Global Sources of Predictability for
2024
Kumar, Sudhanshu, Tian, Di
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, Geopotential Height, Altitude, Surface Temperature , Upper Air Temperature, Dew Point Temperature, Cloud Top Temperature, Atmospheric Winds , Surface Winds , Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Cloud Top Pressure, Sea Level Pressure, Surface Pressure, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds, Total Ozone, Vertical Profiles, Ozone Profiles, Soil Moisture/Water Content , Root Zone Soil Moisture
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) 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) MERRA-2 inst6_3d_ana_Np: 3d,6-Hourly,Instantaneous,Pressure-Level,Analysis,Analyzed Meteorological Fields 0.625 x 0.5 degree V5.12.4 (M2I6NPANA) Smerge-Noah-CCI root zone soil moisture 0-40 cm L4 daily 0.125 x 0.125 degree V2.0 (SMERGE_RZSM0_40CM)
Causal inference of root zone soil moisture performance in drought
2024
Xue, Shouye, Wu, Guocan
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 , Geopotential Height, Altitude, Skin Temperature, Upper Air Temperature, Dew Point Temperature, Air Temperature, Cloud Top Temperature, Atmospheric 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, Specific Humidity, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds, Total Ozone, Land Use/Land Cover Classification , Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Infiltration, Soil Infiltration, 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) , Total Runoff
GLDAS Noah Land Surface Model L4 3 hourly 0.25 x 0.25 degree V2.0 (GLDAS_NOAH025_3H) 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) MODIS/Terra+Aqua Land Cover Type Yearly L3 Global 500m SIN Grid V061 GLDAS Noah Land Surface Model L4 3 hourly 0.25 x 0.25 degree V2.1 (GLDAS_NOAH025_3H) 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) MERRA-2 tavgM_2d_lnd_Nx: 2d,Monthly mean,Time-Averaged,Single-Level,Assimilation,Land Surface Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TMNXLND) MERRA-2 tavgU_2d_lnd_Nx: 2d,diurnal,Time-Averaged,Single-Level,Assimilation,Land Surface Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TUNXLND)
Developing a Multivariate Agro-Meteorological Index to Improve Capturing
2024
Zeraati, Masoud, Farahmand, Alireza, Asghari, Keyvan, Behrangi, Ali
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) , Surface Pressure, Air Temperature, Specific Humidity, Surface Winds , Wind Speed , Geopotential Height
MERRA-2 tavgM_2d_lnd_Nx: 2d,Monthly mean,Time-Averaged,Single-Level,Assimilation,Land Surface Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TMNXLND) MERRA-2 instM_2d_lfo_Nx: 2d,Monthly mean,Instantaneous,Single-Level,Assimilation,Land Surface Forcings 0.625 x 0.5 degree V5.12.4 (M2IMNXLFO)
Development of a Distributed Physics-Informed Deep Learning Hydrological
2024
Zhong, Liangjin, Lei, Huimin, Yang, Jingjing
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
Climate and Substrate Stoichiometry Co-Regulate Free-Living Nitrogen Fixation at Regional and Global Scales
2024
Dai, Haixiao, Liu, Zekang, Bahadur, Ali, Zheng, Mianhai, Wu, Jihua
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
Climate change causes spatial shifts in the productivity of agricultural long-term field experiments
2024
Donmez, Cenk, Sahingoz, Merve, Paul, Carsten, Cilek, Ahmet, Hoffmann, Carsten, Berberoglu, Suha, Webber, Heidi, Helming, Katharina
Soil Moisture/Water Content , Biogeochemical Cycles , Carbon , Nitrogen, Soil Heat Budget
Climate change exacerbates the compounding of heat stress and flooding
2024
Treppiedi, Dario, Villarini, Gabriele, Noto, Leonardo V.
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
Characterization of groundwater drought and understanding of climatic
2024
Karunakalage, Anuradha, Lee, Jin-Yong, Daqiq, Mohammad Taqi, Cha, Jihye, Jang, Jiwook, Kannaujiya, Suresh
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
Characterizing Satellite Soil Moisture Drydown: A Bivariate Filtering
2024
Sinha, Jhilam, Sharma, Ashish, Marshall, Lucy, Kim, Seokhyeon
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Surface Soil Moisture
Characterizing the 2019-2021 drought in La Plata River Basin with GLDAS and SMAP
2024
Besnier, Jessica, Getirana, Augusto, Beaudoing, Hiroko, Lakshmi, Venkataraman
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 , Brightness Temperature, Surface Soil Moisture
Climatic legacy effects on the drought response of the Amazon rainforest
2024
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
Enhancing Streamflow Prediction in Ungauged Basins Using a Nonlinear
2024
Ghaneei, Parnian, Foroumandi, Ehsan, Moradkhani, Hamid
Land Surface/Agriculture Indicators, Drought Indices, Satellite Soil Moisture Index, Surface Pressure, Longwave Radiation, Shortwave Radiation, Surface Temperature , Evaporation, Humidity , Convection, Surface Winds , Rain , Land Surface Temperature , Heat Flux, Evapotranspiration , Snow, Canopy Characteristics, Leaf Characteristics, Vegetation Cover, Soil Moisture/Water Content , Soil Temperature, Albedo , Snow Water Equivalent , Runoff
Enhancing Winter Wheat Representation in Noah-MP-Crop for Improved Dynamic Crop Growth Simulation in the North China Plain
2024
Wang, Fei, Li, Yanping, Li, Zhenhua, Cai, Xitian, Lin, Xiaofeng, Guo, Lifeng, Han, Dongrui, Fang, Jingchun
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Photosynthesis, Primary Production, Vegetation Productivity, 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
Ensemble data assimilation for operational streamflow predictions in the next generation (NextGen) framework
2024
Foroumandi, Ehsan, Moradkhani, Hamid, Krajewski, Witold F., Ogden, Fred L.
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 , Surface Pressure, Humidity , Convection, Surface Winds
Environmental drivers and remote sensing proxies of post-fire thaw depth
2024
Diaz, Lucas R., Delcourt, Clement J. F., Langer, Moritz, Loranty, Michael M., Rogers, Brendan M., Scholten, Rebecca C., Shestakova, Tatiana A., Talucci, Anna C., Vonk, Jorien E., Wangchuk, Sonam, Veraverbeke, Sander
Vegetation Cover, Forests, Biomass Burning, Surface Temperature , Precipitation Amount, Fire Dynamics, Fire Occurrence, Carbon , Burned Area, Biomass, Soil Moisture/Water Content , Topographic Effects
Elevation-dependent pattern of net CO2 uptake across China
2024
Wei, Da, Tao, Jing, Wang, Zhuangzhuang, Zhao, Hui, Zhao, Wei, Wang, Xiaodan
Discharge, Soil Depth, Biomass, Soil Moisture/Water Content , Albedo , Leaf Characteristics, Photosynthetically Active Radiation , Carbon , Respiration Rate, Atmospheric Water Vapor, Runoff