A Fully Unsupervised Machine Learning Framework for Algal Bloom
2022
Ananias, Pedro Henrique M., Negri, Rogerio G., Dias, Mauricio A., Silva, Erivaldo A., Casaca, Wallace
Land Surface Temperature , Emissivity
A global seamless 1 km resolution daily land surface temperature dataset (2003-2020)
2022
Zhang, Tao, Zhou, Yuyu, Zhu, Zhengyuan, Li, Xiaoma, Asrar, Ghassem R.
Land Use/Land Cover Classification , Land Surface Temperature , Emissivity
A global terrestrial evapotranspiration product based on the three-temperature model with fewer input parameters and no calibration requirement
2022
Yu, Leiyu, Qiu, Guo Yu, Yan, Chunhua, Zhao, Wenli, Zou, Zhendong, Ding, Jinshan, Qin, Longjun, Xiong, Yujiu
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)
Relationship Between Land Surface Temperature and Imperviousness Density in The Urban Area of Iasi.
2022
Faculty of Geography and Geology, Alexandru Ioan Cuza University of Iasi., CRETU, Claudiu, ICHIM, Pavel, SFICA, Lucian, BREABAN, Iuliana-Gabriela
Land Surface Temperature , Emissivity
A continuous change tracker model for remote sensing time series reconstruction
2022
Zhang, Yangjian, Wang, Li, He, Yuanhuizi, Huang, Ni, Li, Wang, Xu, Shiguang, Zhou, Quan, Song, Wanjuan, Duan, Wensheng, Wang, Xiaoyue, Muhammad, Shakir, Nath, Biswajit, Zhu, Luying, Tang, Feng, Du, Huilin, Wang, Lei, Niu, Zheng
Land Surface Temperature , Emissivity, Land Use/Land Cover Classification , Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Photosynthesis, Primary Production, Vegetation Productivity, Reflectance
A coupled Lagrangian-Eulerian model for microplastics as vectors of
2022
Guerrini, Federica, Mari, Lorenzo, Casagrandi, Renato
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 daily and 500 m coupled evapotranspiration and gross primary production product across China during 20002020
2022
He, Shaoyang, Zhang, Yongqiang, Ma, Ning, Tian, Jing, Kong, Dongdong, Liu, Changming
Photosynthesis, Primary Production, Vegetation Productivity, Terrestrial Water Storage, 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 , Reflectance , Albedo , Anisotropy, Emissivity, Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
A CO2-independent cloud mask from Infrared Atmospheric Sounding Interferometer (IASI) radiances for climate applications
2022
Whitburn, Simon, Clarisse, Lieven, Crapeau, Marc, August, Thomas, Hultberg, Tim, Coheur, Pierre Francois, Clerbaux, Cathy
Carbon Monoxide , Tropospheric Ozone, Geopotential Height, Tropopause, Methane, Atmospheric Ozone, Sulfur Dioxide , Surface Pressure, Outgoing Longwave Radiation, Surface Temperature , Air Temperature, Upper Air Temperature, Total Precipitable Water, Water Vapor Profiles, Cloud Droplet Concentration/Size, Cloud Liquid Water/Ice, Cloud Optical Depth/Thickness, Cloud Fraction, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Cloud Types, Precipitation Rate , Emissivity, Skin Temperature, Sea Surface Temperature , Brightness Temperature
A Collaborative Platform Supporting Distributed Teams in Visualization and Analysis of Infectious Disease Data
2022
Vogtle, Florian, Haddawy, Peter, Yin, Myat Su, Barkowsky, Thomas, Bicout, Dominique, Prachyabrued, Mores, Lawpoolsri, Saranath
Emissivity, Land Surface Temperature
A combined denoising method of empirical mode decomposition and singular spectrum analysis applied to Jason altimeter waveforms: A case of the Caspian ...
2022
Jiang, Wenguan, You, Wei
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 Comprehensive Clear-Sky Database for the Development of Land Surface
2022
Ermida, Sofia L., Trigo, Isabel F.
Emissivity, Land Surface Temperature
A Comprehensive Evaluation of Gridded L-, C-, and X-Band Microwave Soil
2022
Dash, Saroj Kumar, Sinha, Rajiv
Vegetation Water Content, Soil Moisture/Water Content , Skin Temperature, Surface Soil Moisture
A comparison of ensemble and deep learning algorithms to model groundwater levels in a data-scarce aquifer of Southern Africa
2022
Gaffoor, Zaheed, Pietersen, Kevin, Jovanovic, Nebo, Bagula, Antoine, Kanyerere, Thokozani, Ajayi, Olasupo, Wanangwa, Gift
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 Central Asia hydrologic monitoring dataset for food and water security applications in Afghanistan
2022
McNally, Amy, Jacob, Jossy, Arsenault, Kristi, Slinski, Kimberly, Sarmiento, Daniel P., Hoell, Andrew, Pervez, Shahriar, Rowland, James, Budde, Mike, Kumar, Sujay, Peters-Lidard, Christa, Verdin, James P.
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 , RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Reflectance , Total Surface Water , Brightness Temperature, SIGMA NAUGHT, Precipitation , Precipitation Amount, Precipitation Rate
<p>Towards near real-time national-scale soil water content monitoring
2022
Fuentes, Ignacio, Padarian, Jose, Vervoort, R. Willem
Land Use/Land Cover Classification , Reflectance , Land Surface Temperature , Emissivity
A high-resolution fuel type mapping procedure based on satellite imagery and neural networks: Updating fuel maps for wildfire simulators
2022
Lopez-De-Castro, Marcos, Prieto-Herraez, Diego, Asensio-Sevilla, Maria Isabel, Pagnini, Gianni
Land Surface Temperature , Emissivity, REFLECTED INFRARED, THERMAL INFRARED, VISIBLE IMAGERY, Visible Radiance, Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
A historical weather forecast dataset from the European Centre for Medium-Range Weather Forecasts (ECMWF) for energy forecasting
2022
Yang, Dazhi, Wang, Wenting, Hong, Tao
Aerosols , Aerosol Extinction, Aerosol Optical Depth/Thickness , Angstrom Exponent, Aerosol Particle Properties, Carbonaceous Aerosols, Dust/Ash/Smoke , Organic Particles, Sulfate Particles, Sulfur Oxides, Sulfur Compounds, Sulfate, Sulfur Dioxide , Sulfur Oxides, Particulate Matter, Dimethyl Sulfide, Black Carbon, Sea Salt, PARTICULATE MATTER (PM 2.5) , PARTICULATE MATTER (PM 1.0) , PARTICULATE MATTER (PM 10) , 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
MERRA-2 tavg1_2d_aer_Nx: 2d,1-Hourly,Time-averaged,Single-Level,Assimilation,Aerosol Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXAER) 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_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
A model framework to investigate the role of anomalous land surface processes in the amplification of summer drought across Ireland during 2018
2022
Ishola, Kazeem A., Mills, Gerald, Fealy, Reamonn M., Fealy, Rowan
Reflectance , Anisotropy, Land Surface Temperature , Emissivity
A mechanistic assessment of urban heat island intensities and drivers across climates
2022
Zhang, Ziyan, Paschalis, Athanasios, Mijic, Ana, Meili, Naika, Manoli, Gabriele, van Reeuwijk, Maarten, Fatichi, Simone
Urban Lands, Land Use/Land Cover , Urbanization/Urban Sprawl , Infrastructure , Land Surface Temperature , Emissivity
A multiscale deep learning model for soil moisture integrating satellite and insitu data
2022
Liu, Jiangtao, Rahmani, Farshid, Lawson, Kathryn, Shen, Chaopeng
Soil Moisture/Water Content , Surface Pressure, Longwave Radiation, Shortwave Radiation, Surface Temperature , Evaporation, Humidity , Convection, Surface Winds , Rain , Land Surface Temperature , Surface Soil Moisture
A Multivariate Drought Index for Seasonal Agriculture Drought
2022
Bageshree, K., Abhishek, Kinouchi, Tsuyoshi
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
A model for expressing industrial information based on object-oriented industrial heat sources detected using multi-source thermal anomaly data in China
2022
Ma, Caihong, Yang, Jin, Xia, Wei, Liu, Jianbo, Zhang, Yifan, Sui, Xin
Fire Occurrence, Surface Thermal Properties , Land Surface Temperature , THERMAL ANOMALIES
A global drought dataset of standardized moisture anomaly index incorporating snow dynamics (SZIsnow) and its application in identifying large-scale ...
2022
Tian, Lei, Zhang, Baoqing, Wu, Pute
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 Non-Stationary Based Approach to Understand the Propagation of Meteorological to Agricultural Droughts
2022
Das, Subhadarsini, Das, Jew, Umamahesh, N. V.
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
Applicability evaluation of multiple sets of soil moisture data on the tibetan plateau
2022
Dong, Xuefeng, Lai, Xin, Wang, Yingsi, Dong, Wei, Zhu, Jun, Dong, Li, Cen, Sixian
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