Downscaling GRACE TWSA data into high-resolution groundwater level anomaly using machine learning-based models in a glacial aquifer system
2019
Seyoum, Wondwosen, Kwon, Dongjae, Milewski, Adam
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Emissivity, Land Surface Temperature , Total Surface Precipitation Rate
Downscaling Land Surface Temperature from MODIS Dataset with Random
2019
Bartkowiak, Paulina, Castelli, Mariapina, Notarnicola, Claudia
Reflectance , Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps, Land Surface Temperature , Emissivity
Downscaling land surface temperature using multiscale geographically weighted regression over heterogeneous landscapes in Wuhan, China
2019
Yang, Chen, Zhan, Qingming, Lv, Yunzhe, Liu, Huimin
Land Surface Temperature , Emissivity
Downscaling land surface temperatures using a random forest regression model with multitype predictor variables
2019
Wu, Hua, Li, Wan
Land Surface Temperature , Sea Surface Temperature , Emissivity
Downscaling MODIS land surface temperature over a heterogeneous area: An investigation of machine learning techniques, feature selection, and impacts of mixed ...
2019
Ebrahimy, Hamid, Azadbakht, Mohsen
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps, Reflectance , Land Surface Temperature , Emissivity
Downscaling of ASCAT Soil Moisture with MODIS Products Based on Apparent Thermal Inertia in Areas around 54 FLUXNET Stations
2019
Xie, Qiuxia, Chen, Qiting, Li, Peng, Jia, Li, Menenti, Massimo
Soil Porosity, Wetlands , Soil Porosity, Radiative Flux, Air Temperature, Skin Temperature, Evaporation, Evapotranspiration , Humidity , Surface Winds , Wind Speed , Precipitation , Snow, Floods , Land Use/Land Cover Classification , Soil Moisture/Water Content , Skin Temperature, Terrain Elevation
Dutch fog: On the observed spatio-temporal variability of fog in the
2019
Izett, Jonathan G., van de Wiel, Bas J. H., Baas, Peter, van Hooft, J. Antoon, Schulte, Ruben B.
Land Surface Temperature , Emissivity
Evaluating urban heat island intensity and its associated determinants of towns and cities continuum in the Yangtze River Delta Urban Agglomerations
2019
Sun, Yanwei, Gao, Chao, Li, Jialin, Wang, Run, Liu, Jian
Land Surface Temperature , Emissivity
Evaluating land surface phenology from the Advanced Himawari Imager using observations from MODIS and the Phenological Eyes Network
2019
Yan, Dong, Zhang, Xiaoyang, Nagai, Shin, Yu, Yunyue, Akitsu, Tomoko, Nasahara, Kenlo Nishida, Ide, Reiko, Maeda, Takahisa
Reflectance , Land Surface Temperature , Emissivity
Evaluation of atmospheric correction methods for the ASTER temperature and emissivity separation algorithm using ground observation networks in the HiWATER experiment
2019
Li, Hua, Wang, Heshun, Yang, Yikun, Du, Yongming, Cao, Biao, Bian, Zunjian, Liu, Qinhuo
Land Surface Temperature , Sea Surface Temperature , Emissivity
Evaluation of available global runoff datasets through a river model in support of transboundary water management in South and Southeast Asia
2019
Sikder, Md. Safat, David, Cedric H., Allen, George H., Qiao, Xiaohui, Nelson, E. James, Matin, Mir A.
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
Complementary-Relationship-Based Modeling of Terrestrial
2019
Ma, Ning, Szilagyi, Jozsef, Zhang, Yinsheng, Liu, Wenbin
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
Combining kernel-driven and fusion-based methods to generate daily high-spatial-resolution land surface temperatures
2019
Xia, Haiping, Chen, Yunhao, Li, Ying, Quan, Jinling
Land Surface Temperature , Emissivity
Coefficients optimization of the GLASS broadband emissivity based on FTIR and MODIS data over the Taklimakan Desert
2019
Yalkun, Aynigar, Mamtimin, Ali, Liu, Suhong, Yang, Fan, He, Qing, Qi, Feifei, Liu, Yongqiang
Land Surface Temperature , Emissivity, Albedo , Anisotropy, Reflectance
Collective impacts of biomass burning and synoptic weather on surface PM2.5 and CO in Northeast China
2019
Li, Yichen, Liu, Jane, Han, Han, Zhao, Tianliang, Zhang, Xun, Zhuang, Bingliang, Wang, Tijian, Chen, Huimin, Wu, Yue, Li, Mengmeng
Fire Occurrence, Surface Thermal Properties , Land Surface Temperature , THERMAL ANOMALIES
Comparison of meteorological and satellite-based drought indices as yield predictors of Spanish cereals
2019
Garcia-Leon, David, Contreras, Sergio, Hunink, Johannes
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity
Comparison of methods to estimate lake-surface-water temperature using Landsat 7 ETM+ and MODIS imageryCase study of a large shallow subtropical lake in southern Brazil
2019
Tavares, Matheus Henrique, Cunha, Augusto Hugo Farias, Motta-Marques, David, Ruhoff, Anderson Luis, Cavalcanti, J. Rafael, Fragoso, Carlos Ruberto, Martin Bravo, Juan, Munar, Andres Mauricio, Fan, Fernando Mainardi, Rodrigues, Lucia Helena Ribeiro
Land Surface Temperature , Emissivity
Comparison of the MuSyQ and MODIS collection 6 land surface temperature products over barren surfaces in the Heihe River Basin, China
2019
Li, Hua, Liu, Qinhuo, Yang, Yikun, Li, Ruibo, Wang, Heshun, Cao, Biao, Bian, Zunjian, Hu, Tian, Du, Yongming, Sun, Lin
Land Surface Temperature , Emissivity
Estimating surface soil heat flux in permafrost regions using remote sensing-based models on the northern Qinghai-Tibetan Plateau under clear-sky conditions
2019
Yang, Cheng, Wu, Tonghua, Wang, Jiemin, Yao, Jimin, Li, Ren, Zhao, Lin, Xie, Changwei, Zhu, Xiaofan, Ni, Jie, Hao, Junming
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps, Land Surface Temperature , Emissivity
Estimating the effect of air pollution on road safety using atmospheric temperature inversions
2019
Sager, Lutz
Tropopause, Surface Pressure, Air Temperature, Upper Air Temperature, Total Precipitable Water, Water Vapor, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Sea Surface Temperature , Skin Temperature, Carbon Monoxide , Geopotential Height, Humidity , Water Vapor Profiles, Cloud Liquid Water/Ice, Outgoing Longwave Radiation, Methane, Atmospheric Ozone, Sea Level Pressure, Pressure Thickness, U/V Wind Components, U/V Wind Components, Potential Vorticity, Vertical Wind Velocity/Speed, Vertical Profiles, Relative Humidity, Specific Humidity, Atmospheric Water Vapor, Cloud Fraction, Altitude, Ozone Profiles, Atmospheric Radiation, Longwave Radiation, Shortwave Radiation, Radiative Flux, Radiative Forcing, Surface Radiative Properties , Albedo , Cloud Properties, Cloud Optical Depth/Thickness, Skin Temperature, Sea Surface Skin Temperature, Surface Winds , Wind Speed , Heat Flux, Liquid Precipitation, Snow/Ice
AIRS/Aqua L3 Daily Standard Physical Retrieval (AIRS-only) 1 degree x 1 degree V006 (AIRS3STD) at GES DISC MERRA-2 inst3_3d_asm_Nv: 3d,3-Hourly,Instantaneous,Model-Level,Assimilation,Assimilated Meteorological Fields 0.625 x 0.5 degree V5.12.4 (M2I3NVASM) at GES DISC Aqua/AIRS L3 Daily Standard Physical Retrieval (AIRS-only) 1 degree x 1 degree V7.0 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 inst1_2d_lfo_Nx: 2d,1-Hourly,Instantaneous,Single-Level,Assimilation,Land Surface Forcings 0.625 x 0.5 degree V5.12.4 (M2I1NXLFO) at GES DISC MERRA-2 tavg3_3d_asm_Nv: 3d,3-Hourly,Time-Averaged,Model-Level,Assimilation,Assimilated Meteorological Fields 0.625 x 0.5 degree V5.12.4 (M2T3NVASM) at GES DISC MERRA-2 tavg1_2d_lfo_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Land Surface Forcings 0.625 x 0.5 degree V5.12.4 (M2T1NXLFO) at GES DISC
Evaluating a new algorithm for satellite-based evapotranspiration for North American ecosystems: Model development and validation
2019
El Masri, Bassil, Rahman, Abdullah F., Dragoni, Danilo
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Reflectance , Albedo , Anisotropy, Land Surface Temperature , Emissivity, Leaf Characteristics, Photosynthetically Active Radiation , Evapotranspiration , Latent Heat Flux
Estimation of climatologies of average monthly air temperature over mongolia using MODIS land surface temperature (LST) time series and machine learning techniques
2019
Otgonbayar, Munkhdulam, Atzberger, Clement, Mattiuzzi, Matteo, Erdenedalai, Avirmed
Land Surface Temperature , Emissivity
Estimating monthly average temperature by remote sensing in China
2019
Li, Long, Zha, Yong
Land Surface Temperature , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Estimation of surface soil moisture with downscaled land surface temperatures using a data fusion approach for heterogeneous agricultural land
2019
Bai, Liangliang, Long, Di, Yan, La
Reflectance , Land Surface Temperature , Emissivity
Estimation of Groundwater Temperatures in Paris, France
2019
Hemmerle, Hannes, Hale, Sina, Dressel, Ingo, Benz, Susanne A., Attard, Guillaume, Blum, Philipp, Bayer, Peter
Land Surface Temperature , Emissivity