Corn yield prediction and uncertainty analysis based on remotely sensed variables using a Bayesian neural network approach
2021
Ma, Yuchi, Zhang, Zhou, Kang, Yanghui, Ozdogan, Mutlu
Land Use/Land Cover Classification , Reflectance , Anisotropy, Land Surface Temperature , Emissivity
Combination of Sentinel-2 and PALSAR-2 for Local Climate Zone Classification: A Case Study of Nanchang, China
2021
Chen, Chaomin, Bagan, Hasi, Xie, Xuan, La, Yune, Yamagata, Yoshiki
Land Surface Temperature , Sea Surface Temperature
Context sensitivity of surface urban heat island at the local and regional scales
2021
Li, Yunfei, Zhou, Bin, Glockmann, Manon, Kropp, Jurgen P., Rybski, Diego
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity
Determining actual evapotranspiration based on machine learning and sinusoidal approaches applied to thermal high-resolution remote sensing imagery in a semi-arid ecosystem
2021
Reyes Rojas, Luis A., Moletto-Lobos, Italo, Corradini, Fabio, Mattar, Cristian, Fuster, Rodrigo, Escobar-Avaria, Cristian
Emissivity, Land Surface Temperature , Vegetation Index , Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Normalized Difference Vegetation Index (NDVI)
Determining the contribution of environmental factors in controlling dust pollution during cold and warm months of western Iran using different data mining ...
2021
Ebrahimi-Khusfi, Zohre, Taghizadeh-Mehrjardi, Ruhollah, Roustaei, Fatemeh, Ebrahimi-Khusfi, Mohsen, Mosavi, Amir Hosein, Heung, Brandon, Soleimani-Sardo, Mojtaba, Scholten, Thomas
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 , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Emissivity
Developing machine learning-based snow depletion curves and analysing their sensitivity over complex mountainous areas
2021
Hou, Jinliang, Huang, Chunlin, Chen, Weijing, Zhang, Ying
RADAR IMAGERY, Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Land Surface Temperature , Emissivity
Developing sustainable road infrastructure performance indicators using
2021
Song, Yongze, Thatcher, Dominique, Li, Qindong, McHugh, Tom, Wu, Peng
Land Surface Temperature , Emissivity
Derivation of high-resolution local thermal conditions from satellite-based data
2021
Firat Ors, Pelin, Mahdavi, Ardeshir
Land Surface Temperature , Emissivity, Reflectance , Albedo , Anisotropy
Deriving drought indices from MODIS vegetation indices (NDVI/EVI) and Land Surface Temperature (LST): Is data reconstruction necessary?
2021
Xie, Fei, Fan, Hui
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity
Desertification of Iran in the early twenty-first century: assessment using climate and vegetation indices
2021
Eskandari Dameneh, Hadi, Gholami, Hamid, Telfer, Matt W., Comino, Jesus Rodrigo, Collins, Adrian L., Jansen, John D.
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Emissivity, Land Surface Temperature
Deforestation-induced surface warming is influenced by the fragmentation
2021
Crompton, Octavia, Correa, Debora, Duncan, John, Thompson, Sally
Land Surface Temperature , Emissivity
Degradation of the Brazilian CerradoInteractions with human disturbance and environmental variables
2021
Lopes dos Santos, Gilsonley, Pereira, Marcos Gervasio, Delgado, Rafael Coll, Magistrali, Iris Cristiane, Gomes da Silva, Claudio, Magno Moreira de Oliveira, Carlos, Pedro Bessa Larangeira, Joao, Paula da Silva, Tiago
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Fire Occurrence, Surface Thermal Properties , Land Surface Temperature , THERMAL ANOMALIES
Dengue disease dynamics are modulated by the combined influences of precipitation and landscape: A machine learning approach
2021
Francisco, Micanaldo Ernesto, Carvajal, Thaddeus M., Ryo, Masahiro, Nukazawa, Kei, Amalin, Divina M., Watanabe, Kozo
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity
Detection of paddy rice cropping systems in southern China with time series Landsat images and phenology-based algorithms
2021
Zhu, Lihong, Liu, Xiangnan, Wu, Ling, Liu, Meiling, Lin, Ying, Meng, Yuanyuan, Ye, Lu, Zhang, Qian, Li, Yiman
Emissivity, Land Surface Temperature , Vegetation Index , Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Normalized Difference Vegetation Index (NDVI)
Determination of evaporative fluxes using a bench-scale atmosphere simulator
2021
Suchan, Jared, Azam, Shahid
Land Surface Temperature , Emissivity
Detecting vulnerability of humid tropical forests to multiple stressors
2021
Saatchi, Sassan, Longo, Marcos, Xu, Liang, Yang, Yan, Abe, Hitofumi, Andre, Michel, Aukema, Juliann E., Carvalhais, Nuno, Cadillo-Quiroz, Hinsby, Cerbu, Gillian Ann, Chernela, Janet M., Covey, Kristofer, Sanchez-Clavijo, Lina Maria, Cubillos, Isai V., Davies, Stuart J., De Sy, Veronique, De Vleeschouwer, Francois, Duque, Alvaro, Sybille Durieux, Alice Marie, De Avila Fernandes, Katia, Fernandez, Luis E., Gammino, Victoria, Garrity, Dennis P., Gibbs, David A., Gibbon, Lucy, Gowae, Gae Yansom, Hansen, Matthew, Lee Harris, Nancy, Healey, Sean P., Hilton, Robert G., Johnson, Christine May, Kankeu, Richard Sufo, Laporte-Goetz, Nadine Therese, Lee, Hyongki, Lovejoy, Thomas, Lowman, Margaret, Lumbuenamo, Raymond, Malhi, Yadvinder, Albert Martinez, Jean-Michel M., Nobre, Carlos, Pellegrini, Adam, Radachowsky, Jeremy, Roman, Francisco, Russell, Diane, Sheil, Douglas, Smith, Thomas B., Spencer, Robert G.M., Stolle, Fred, Tata, Hesti Lestari, Torres, Dennis del Castillo, Tshimanga, Raphael Muamba, Vargas, Rodrigo, Venter, Michelle, West, Joshua, Widayati, Atiek, Wilson, Sylvia N., Brumby, Steven, Elmore, Aurora C.
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area, Land Surface Temperature , Emissivity
Detection of delay in post-monsoon agricultural burning across Punjab, Indiapotential drivers and consequences for air quality
2021
Liu, Tianjia, Mickley, Loretta J, Gautam, Ritesh, Singh, Manoj K, DeFries, Ruth S, Marlier, Miriam E
Reflectance , Fire Occurrence, Surface Thermal Properties , Land Surface Temperature , THERMAL ANOMALIES
Detection of fire smoke plumes based on aerosol scattering using viirs data over global fire-prone regions
2021
Lu, Xiaoman, Zhang, Xiaoyang, Li, Fangjun, Cochrane, Mark A., Ciren, Pubu
Land Surface Temperature , Fire Occurrence, Surface Thermal Properties , THERMAL ANOMALIES
Detectability and impact of repetitive surveys on threatened West
2021
Ahizi, Michel N., Kouman, Christine Y., Ouattara, Allassane, Kouame, NDri Pascal, Dede, Azani, Fairet, Emilie, Shirley, Matthew H.
Land Surface Temperature , Emissivity
Detecting geothermal anomalies using Landsat 8 thermal infrared remotely sensed data
2021
Gemitzi, Alexandra, Dalampakis, Paschalis, Falalakis, George
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps, Land Surface Temperature , Sea Surface Temperature , Emissivity
Detecting heat-inducing urban built-up surface material with multi remote sensing datasets using reflectance and emission spectroscopy
2021
Kamaraj, Nivedita Priyadarshini, Shekhar, Sulochana, Sivashankari, V., Balasubramani, Karuppusamy, Prasad, Kumar Arun
Land Surface Temperature , Emissivity
Detecting low-intensity fires in east asia using viirs dataAn improved contextual algorithm
2021
Zhang, Ning, Sun, Lin, Sun, Zhendong, Qu, Yu
Fire Occurrence, Surface Thermal Properties , Land Surface Temperature , THERMAL ANOMALIES
Decreasing water resources in Southeastern US as observed by the GRACE satellites
2021
Engstrom, Johanna, Praskievicz, Sarah, Bearden, Bennett, Moradkhani, Hamid
Heat Flux, Longwave Radiation, Shortwave Radiation, Evaporation, Evapotranspiration , Rain , Snow, Canopy Characteristics, Leaf Characteristics, Vegetation Cover, Snow Cover , Snow Depth , Snow Melt , Soil Moisture/Water Content , Soil Temperature, Albedo , Land Surface Temperature , Snow Water Equivalent , Rivers/Streams , Floods , Runoff
Deep convolutional neural networks for surface coal mines determination from sentinel-2 images
2021
Madhuanand, L., Sadavarte, P., Visschedijk, A.J.H., Denier Van Der Gon, H.A.C., Aben, I., Osei, F.B.
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature , Emissivity, Albedo , Anisotropy
Deep stratospheric intrusion and Russian wildfire induce enhanced tropospheric ozone pollution over the northern Tibetan Plateau
2021
Zhang, Jinqiang, Li, Dan, Bian, Jianchun, Bai, Zhixuan
Fire Occurrence, Surface Thermal Properties , Land Surface Temperature , THERMAL ANOMALIES