DeepYield: A combined convolutional neural network with long short-term memory for crop yield forecasting
2021
Gavahi, Keyhan, Abbaszadeh, Peyman, Moradkhani, Hamid
Land Use/Land Cover Classification , Reflectance , Land Surface Temperature , Emissivity
Environmental impact of lockdown amid COVID-19 over agricultural sites in Himalayan foothills
2021
Pokhariyal, Shweta, Patel, N. R., Rana, R. S., Chauhan, Prakash
Reflectance , Land Surface Temperature , Emissivity, Photosynthesis, Primary Production, Vegetation Productivity
Environmental impacts of shifts in energy, emissions, and urban heat island during the COVID-19 lockdown across Pakistan
2021
Ali, Ghaffar, Abbas, Sawaid, Qamer, Faisal Mueen, Wong, Man Sing, Rasul, Ghulam, Irteza, Syed Muhammad, Shahzad, Naeem
Aerosol Optical Depth/Thickness , Land Surface Temperature , Emissivity
Environmental justice and surface temperature: Income, ethnic, gender, and age inequalities
2021
Mashhoodi, Bardia
Land Surface Temperature , Emissivity
Enhanced surface urban heat islands due to divergent urban-rural greening trends
2021
Chen, Chi, Li, Dan, Keenan, Trevor F
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Emissivity, Land Surface Temperature , Land Use/Land Cover Classification , Population Size
Environmental and anthropogenic drivers of surface urban heat island intensity: A case-study in the Yangtze River Delta, China
2021
Wang, Zian, Meng, Qingyan, Allam, Mona, Hu, Die, Zhang, Linlin, Menenti, Massimo
Land Surface Temperature , Emissivity
Environmental and management drivers of soil health indicators on Michigan field crop farms
2021
Tu, Xinyi, DeDecker, James, Viens, Frederi, Snapp, Sieglinde
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Land Surface Temperature , Emissivity
Elevation-dependent response of snow phenology to climate change from a remote sensing perspective: A case survey in the central Tianshan mountains from 2000 to 2019
2021
Wang, Huadong, Zhang, Xueliang, Xiao, Pengfeng, Zhang, Ka, Wu, Senyao
RADAR IMAGERY, Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Land Surface Temperature , Emissivity
Emerging Anthropogenic Influences on the Southcentral Alaska Temperature and Precipitation Extremes and Related Fires in 2019
2021
Bhatt, Uma S., Lader, Rick T., Walsh, John E., Bieniek, Peter A., Thoman, Richard, Berman, Matthew, Borries-Strigle, Cecilia, Bulock, Kristi, Chriest, Jonathan, Hahn, Micah, Hendricks, Amy S., Jandt, Randi, Little, Joseph, McEvoy, Daniel, Moore, Chris, Rupp, T. Scott, Schmidt, Jennifer, Stevens, Eric, Strader, Heidi, Waigl, Christine, White, James, York, Alison, Ziel, Robert
Fire Dynamics, Surface Radiative Properties , Land Surface Temperature
Engineered bioclimatic responses in ancient settlements: a case study
2021
Ghosh, Satyajit, Bharadwaj, Sameer J., Bharadwaj, Sagar J., Gumber, Siddharth
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
Enhanced estimation of root zone soil moisture at 1 km resolution using SMAR model and MODIS-based downscaled AMSR2 soil moisture data
2021
Farokhi, Maedeh, Faridani, Farid, Lasaponara, Rosa, Ansari, Hossein, Faridhosseini, Alireza
Vegetation Water Content, Soil Moisture/Water Content , Skin Temperature, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance , Land Surface Temperature , Emissivity
Adaptive Determination of the Flow Accumulation Threshold for Extracting Drainage Networks from DEMs
2021
Zhang, Wei, Li, Wenkai, Loaiciga, Hugo A., Liu, Xiuguo, Liu, Shuya, Zheng, Shengjie, Zhang, Han
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 , Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Precipitation , Precipitation Amount
Adaptive proper orthogonal decomposition for large scale reliable soil moisture estimation
2021
Pourshamsaei, H, Nobakhti, A, Jana, R B
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
African soil properties and nutrients mapped at 30 m spatial resolution using two-scale ensemble machine learning
2021
Hengl, Tomislav, Miller, Matthew A. E., Krizan, Josip, Shepherd, Keith D., Sila, Andrew, Kilibarda, Milan, Antonijevic, Ognjen, Glusica, Luka, Dobermann, Achim, Haefele, Stephan M., McGrath, Steve P., Acquah, Gifty E., Collinson, Jamie, Parente, Leandro, Sheykhmousa, Mohammadreza, Saito, Kazuki, Johnson, Jean-Martial, Chamberlin, Jordan, Silatsa, Francis B. T., Yemefack, Martin, Wendt, John, MacMillan, Robert A., Wheeler, Ichsani, Crouch, Jonathan
Reflectance , Land Surface Temperature , Emissivity
Agricultural drought detection with MODIS based vegetation health indices in southeast germany
2021
Kloos, Simon, Yuan, Ye, Castelli, Mariapina, Menzel, Annette
Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity
Aerodynamic resistance and Bowen ratio explain the biophysical effects of forest cover on understory air and soil temperatures at the global scale
2021
Su, Yongxian, Zhang, Chaoqun, Chen, Xiuzhi, Liu, Liyang, Ciais, Philippe, Peng, Jian, Wu, Shengbiao, Wu, Jianping, Shang, Jiali, Wang, Yingping, Yuan, Wenping, Yang, Yuanzhi, Wu, Zhifeng, Lafortezza, Raffaele
Evapotranspiration , Latent Heat Flux, Emissivity, Land Surface Temperature , Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Albedo , Anisotropy, Land Use/Land Cover Classification , Sea Ice Concentration, Snow Cover
Air pollution trends measured from Terra: CO and AOD over industrial, fire-prone, and background regions
2021
Buchholz, Rebecca R., Worden, Helen M., Park, Mijeong, Francis, Gene, Deeter, Merritt N., Edwards, David P., Emmons, Louisa K., Gaubert, Benjamin, Gille, John, Martinez-Alonso, Sara, Tang, Wenfu, Kumar, Rajesh, Drummond, James R., Clerbaux, Cathy, George, Maya, Coheur, Pierre-Francois, Hurtmans, Daniel, Bowman, Kevin W., Luo, Ming, Payne, Vivienne H., Worden, John R., Chin, Mian, Levy, Robert C., Warner, Juying, Wei, Zigang, Kulawik, Susan S.
Brightness Temperature, Infrared Radiance, Air Temperature, Carbon Monoxide , Cloud Fraction, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Geopotential Height, Methane, Outgoing Longwave Radiation, Atmospheric Ozone, Total Precipitable Water, Sea Surface Temperature , Surface Pressure, Skin Temperature, Surface Temperature , Sulfur Dioxide , Tropopause, Tropospheric Ozone, Upper Air Temperature, Water Vapor Profiles, Cloud Liquid Water/Ice, Cloud Optical Depth/Thickness, Carbon Monoxide Profiles, Carbon Monoxide Surface, Aerosol Backscatter, Aerosol Extinction, Aerosol Optical Depth/Thickness , Angstrom Exponent, Aerosol Particle Properties, Aerosol Radiance, Carbonaceous Aerosols, Cloud Condensation Nuclei, Dust/Ash/Smoke , Nitrate Particles, Organic Particles, Particulate Matter, Sulfate Particles, Trace Gases/Trace Species , Atmospheric Emitted Radiation, Emissivity, Optical Depth/Thickness, Radiative Flux, Reflectance , Transmittance, Atmospheric Stability, Humidity , Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, Cloud Asymmetry, Cloud Ceiling, Cloud Frequency, Cloud Emissivity, Cloud Radiative Forcing, Cloud Reflectance, Rain Storms
A neural-network based spatial resolution downscaling method for soil moisture: Case study of qinghai province
2021
Lv, Aifeng, Zhang, Zhilin, Zhu, Hongchun
Reflectance , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), RADAR IMAGERY, Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Land Use/Land Cover Classification , Land Surface Temperature , Emissivity
A new approach to quantify propagation time from meteorological to
2021
Ho, Sarah, Tian, Lu, Disse, Markus, Tuo, Ye
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
Abiotic disturbances affect forest short-term vegetation cover and phenology in Southwest China
2021
Deng, Ying, Wang, Ming, Yousefpour, Rasoul, Hanewinkel, Marc
Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Fire Occurrence, Surface Thermal Properties , Land Surface Temperature , THERMAL ANOMALIES
A response of snow cover to the climate in the northwest himalaya (Nwh) using satellite products
2021
Choudhury, Animesh, Yadav, Avinash Chand, Bonafoni, Stefania
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Land Surface Temperature , Emissivity
A review of reconstructing remotely sensed land surface temperature under cloudy conditions
2021
Mo, Yaping, Xu, Yongming, Chen, Huijuan, Zhu, Shanyou
Land Surface Temperature , Emissivity
A robust approach to deriving long-term daily surface NO2 levels across China: Correction to substantial estimation bias in back-extrapolation
2021
Wu, Yangyang, Di, Baofeng, Luo, Yuzhou, Grieneisen, Michael L., Zeng, Wen, Zhang, Shifu, Deng, Xunfei, Tang, Yulei, Shi, Guangming, Yang, Fumo, Zhan, Yu
Nitrogen Dioxide , 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, Surface Temperature , Skin Temperature, Upper Air Temperature, Atmospheric Winds , Surface Winds , Atmospheric Pressure, Sea Level Pressure, Surface Pressure, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Altitude, Boundary Layer Winds, Population Density
OMI/Aura NO2 Cloud-Screened Total and Tropospheric Column L3 Global Gridded 0.25 degree x 0.25 degree V3 (OMNO2d) at GES DISC 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 inst1_2d_asm_Nx: 2d,1-Hourly,Instantaneous,Single-Level,Assimilation,Single-Level Diagnostics 0.625 x 0.5 degree V5.12.4 (M2I1NXASM) at GES DISC Gridded Population of the World, Version 4 (GPWv4): Population Density, Revision 11 OMI/Aura NO2 Cloud-Screened Total and Tropospheric Column L3 Global Gridded 0.25 degree x 0.25 degree V004 (OMNO2d) at GES DISC
A systematic assessment of water vapor products in the Arctic: from instantaneous measurements to monthly means
2021
Crewell, Susanne, Ebell, Kerstin, Konjari, Patrick, Mech, Mario, Nomokonova, Tatiana, Radovan, Ana, Strack, David, Triana-Gomez, Arantxa M., Noel, Stefan, Scarlat, Raul, Spreen, Gunnar, Maturilli, Marion, Rinke, Annette, Gorodetskaya, Irina, Viceto, Carolina, August, Thomas, Schroder, Marc
Air Temperature, Carbon Monoxide , Cloud Fraction, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Geopotential Height, Methane, Outgoing Longwave Radiation, Atmospheric Ozone, Total Precipitable Water, Sea Surface Temperature , Surface Pressure, Skin Temperature, Surface Temperature , Sulfur Dioxide , Tropopause, Tropospheric Ozone, Upper Air Temperature, Water Vapor Profiles, Cloud Liquid Water/Ice, Sea Level Pressure, U/V Wind Components, U/V Wind Components, Potential Vorticity, Vertical Wind Velocity/Speed, Vertical Profiles, Relative Humidity, Specific Humidity, Atmospheric Water Vapor, Altitude, Ozone Profiles, Humidity
A tale of two citiesThe influence of urban meteorological network design on the nocturnal surface versus canopy heat island relationship in Oklahoma City,OK,and Birmingham,UK
2021
Feng, JiaLi, Cai, XiaoMing, Chapman, Lee
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity, Land Use/Land Cover Classification