Hybrid Machine Learning Approach to Zero-Inflated Data Improves Accuracy
2024
Francisco, Micanaldo Ernesto, Carvajal, Thaddeus M., Watanabe, Kozo
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity, Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
Hybrid modeling for grassland productivity prediction: A parametric and machine learning technique for grazing management with applicability to digital twin decision ...
2024
Paruelo, Jose M., Texeira, Marcos, Tomasel, Fernando
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
Identifying the Mechanism of Interaction Between Soil Moisture State and Summertime MCS Initiations in Weakly Forced Synoptic Environments Using Convective-Permitting Simulations
2024
Gaal, Rachel, Kinter, James L., Dirmeyer, Paul A., Singh, Bohar
Precipitation , Brightness Temperature
Identifying thresholds of time-lag and accumulative effects of extreme precipitation on major vegetation types at global scale
2024
Liu, Min, Wang, Hao, Zhai, Huiliang, Zhang, Xiaochong, Shakir, Muhammad, Ma, Jianying, Sun, Wei
Total Surface Precipitation Rate, Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
Impact of Deforestation in the Maritime Continent on the MaddenJulian Oscillation
2024
Chang, Chiung-Wen June, Lo, Min-Hui, Tseng, Wan-Ling, Tsai, Yu-Cian, Yu, Jia-Yuh
Total Surface Precipitation Rate
Imbalance in lake variability but not embodying driving factors on the Qinghai-Tibetan Plateau calls on heterogeneous lake management
2024
Leng, Xuejing, Feng, Xiaoming, Feng, Yu, Sun, Chuanlian, Liu, Xiaochi, Zhang, Yu, Zhou, Chaowei, Wang, Yunqiang, Fu, Bojie
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
IMERG V07B and V06B: A Comparative Study of Precipitation Estimates
2024
Rozante, Jose Roberto, Rozante, Gabriela
Precipitation , Rain, Precipitation Amount, Precipitation Rate , Snow
Identification of the Tropopause Using the Jenks Natural Breaks
2024
Sujithlal, S. P., Ahana, K. K., Satheesan, K., Kottayil, Ajil
Precipitation , Brightness Temperature
Identification precipitation threshold and resulting river discharge: an IDF-based approach in the Central Himalaya, Nepal
2024
Adhikari, Tirtha Raj, Baniya, Binod, Tang, Qiuhong, Chen, Deliang, Talchabhadel, Rocky, Li, He, Shrestha, Suraj, Sigdel, Madan, Budhathoki, Bhumi Raj, Pradhanang, Soni M., Pradhananga, Dhiraj, Awasthi, Ram Prasad
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
Identifying and Categorizing Bias in AI/ML for Earth Sciences
2024
McGovern, Amy, Bostrom, Ann, McGraw, Marie, Chase, Randy J., Gagne, David John, Ebert-Uphoff, Imme, Musgrave, Kate D., Schumacher, Andrea
Atmospheric Water Vapor, Precipitation
Hydrogeological conceptual model and groundwater recharge of Avella Mts. karst aquifer (southern Italy): A literature review and update
2024
Petrone, Paola, De Vita, Pantaleone, Marsiglia, Palmira, Allocca, Pasquale, Coda, Silvio, Cusano, Delia, Lepore, Daniele, Allocca, Vincenzo
Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux
Incorporating return period in the assessment of rainfall erosivity of
2024
Das, Tapasranjan, Sarma, Arup Kumar
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
Improving physiological simulations in seasonally dry tropical forests with limited measurements
2024
e Silva, Iago Alvarenga, Rodriguez, Daniel Andres, Espindola, Rogerio Pinto
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 , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation
Improving Precipitation Forecasting through Early Fusion and Spatiotemporal Prediction: A Case Study Using the MultiPred Model
2024
Wang, Bin, Tian, Jin, Fang, Zhijun, Jiang, Xiaoyan
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
Improving River Routing Using a Differentiable Muskingum-Cunge Model and
2024
Bindas, Tadd, Tsai, WenPing, Liu, Jiangtao, Rahmani, Farshid, Feng, Dapeng, Bian, Yuchen, Lawson, Kathryn, Shen, Chaopeng
Land Use/Land Cover Classification , Surface Pressure, Longwave Radiation, Shortwave Radiation, Surface Temperature , Evaporation, Humidity , Convection, Surface Winds , Rain, Land Surface Temperature
Improving forest carbon sequestration through thinning strategies under soil conservation constraints: A case study in Shaanxi Province, China
2024
Liu, Le, Chen, Yunming, Peng, Shouzhang, Han, Qinggong
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation , Photosynthesis, Primary Production, Vegetation Productivity, Evapotranspiration , Latent Heat Flux
Improving global gross primary productivity estimation using two-leaf
2024
Li, Zhilong, Jiao, Ziti, Gao, Ge, Guo, Jing, Wang, Chenxia, Chen, Sizhe, Tan, Zheyou, Zhao, Wenyu
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, Skin Temperature, Sea Surface Skin Temperature, Geopotential Height, Altitude, Surface 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, 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) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification
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_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_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 MODIS/Terra Leaf Area Index/FPAR 8-Day L4 Global 500m SIN Grid V061 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 MODIS/Terra Leaf Area Index/FPAR 8-Day L4 Global 500m SIN Grid V006
Improving model performance in mapping cropland soil organic matter using time-series remote sensing data
2024
Zhang, Xianglin, Xue, Jie, Chen, Songchao, Zhuo, Zhiqing, Wang, Zheng, Chen, Xueyao, Xiao, Yi, Shi, Zhou
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Photosynthesis, Primary Production, Vegetation Productivity, Evapotranspiration , Latent Heat Flux
Improvement of cloud microphysical parameterization and its advantages
2024
Xu, Xiaoqi, Heng, Zhiwei, Li, Yueqing, Wang, Shunjiu, Li, Jian, Wang, Yuan, Chen, Jinghua, Zhang, Peiwen, Lu, Chunsong
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
Improving the estimation of atmospheric water vapor pressure using interpretable long short-term memory networks
2024
Gao, B., Coon, E.T., Thornton, P.E., Lu, D.
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification , Leaf Characteristics, Photosynthetically Active Radiation , Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent , Shortwave Radiation, Vapor Pressure
Improving the interpretability and predictive power of hydrological models: Applications for daily streamflow in managed and unmanaged catchments
2024
Bhasme, Pravin, Bhatia, Udit
Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent , Shortwave Radiation, Vapor Pressure
Improving Tropical Cyclone Precipitation Forecasting With Deep Learning and Satellite Image Sequencing
2024
Yang, Nan, Wang, Chong, Li, Xiaofeng
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
Incorporating changes in land surface temperature improves BESS
2024
Lu, Xiaoman, Guan, Kaiyu, Jiang, Chongya, Gao, Lun, Wang, Sheng, Zhang, Jiaying
Albedo , Anisotropy, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI) , Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain, Leaf Characteristics, Photosynthetically Active Radiation , Reflectance
High-resolution Tropical Cyclone Rainfall Detection from C-band SAR Imagery with Deep Learning
2024
Mu, Shanshan, Li, Xiaofeng, Wang, Haoyu, Zheng, Gang, Perrie, William, Wang, Chong
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
How Might the May 2015 Flood in the U.S. Southern Great Plains Induced by Clustered MCSs Unfold in the Future?
2024
Feng, Zhe, Chen, Xiaodong, Leung, L. Ruby
Precipitation , Brightness Temperature