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
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 degraded, prone and transition ecosystems by environmental thresholds and spectral functions
2021
Abdollahzadeh, Sara, Sepehr, Adel, Rashki, Alireza
Reflectance , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
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 recent crop phenology dynamics in corn and soybean cropping systems of Kentucky
2021
Yang, Yanjun, Tao, Bo, Liang, Liang, Huang, Yawen, Matocha, Chris, Lee, Chad D., Sama, Michael, Masri, Bassil El, Ren, Wei
Reflectance , Anisotropy
Data-based wildfire risk model for Mediterranean ecosystemscase study of the Concepcion metropolitan area in central Chile
2021
Jaque Castillo, Edilia, Fernandez, Alfonso, Fuentes Robles, Rodrigo, Ojeda, Carolina G.
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps, Emissivity, Land Surface Temperature
Data-driven and interpretable machine-learning modeling to explore the
2021
Taconet, Paul, Porciani, Angelique, Soma, Dieudonne Diloma, Mouline, Karine, Simard, Frederic, Koffi, Alphonsine Amanan, Pennetier, Cedric, Dabire, Roch Kounbobr, Mangeas, Morgan, Moiroux, Nicolas
Land Surface Temperature , Emissivity, RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
Dataset of 1 km cropland cover from 1690 to 1999 in Scandinavia
2021
Wei, Xueqiong, Widgren, Mats, Li, Beibei, Ye, Yu, Fang, Xiuqi, Zhang, Chengpeng, Chen, Tiexi
Canopy Characteristics, Leaf Characteristics, Plant Characteristics, Vegetation Cover, Vegetation Index , Vegetation Index, Albedo , Reflectance
Deforestation-induced surface warming is influenced by the fragmentation
2021
Crompton, Octavia, Correa, Debora, Duncan, John, Thompson, Sally
Land Surface Temperature , Emissivity
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
Denitrification in wetlands: A review towards a quantification at global scale
2021
Martinez-Espinosa, Columba, Sauvage, Sabine, Al Bitar, Ahmad, Green, Pamela A., Vorosmarty, Charles J., Sanchez-Perez, Jose Miguel
Reflectance , Total Surface Water
Derivation of high-resolution local thermal conditions from satellite-based data
2021
Firat Ors, Pelin, Mahdavi, Ardeshir
Land Surface Temperature , Emissivity, Reflectance , Albedo , Anisotropy
Correlation between coastline soil loss rate and artificial intelligence English vocabulary based on GIS system
2021
Jiang, Hui
Reflectance
Coupled and continuous estimation of soil moisture and evaporative fraction within the remotely sensed surface temperature-vegetation index framework
2021
Zhu, Wenbin, Wei, Jiaxing, Xiu, Hongling, Jia, Shaofeng, Lv, Aifeng
Land Surface Temperature , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
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
Crop Yield Estimation at Gram Panchayat Scale by Integrating Field, Weather and Satellite Data with Crop Simulation Models
2021
Milesi, Cristina, Kukunuri, Mallikarjun
Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI) , Photosynthesis, Primary Production, Vegetation Productivity, Reflectance , Albedo , Anisotropy, Shortwave Radiation, Leaf Characteristics, Photosynthetically Active Radiation
Crop yield prediction from multi-spectral, multi-temporal remotely
2021
Qiao, Mengjia, He, Xiaohui, Cheng, Xijie, Li, Panle, Luo, Haotian, Zhang, Lehan, Tian, Zhihui
Land Use/Land Cover Classification , Reflectance
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
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
Daily time series of river water levels derived from a seasonal linear model using multisource satellite products under uncertainty
2021
Pham, Hung T., Marshall, Lucy, Johnson, Fiona
Land Surface Temperature , Emissivity
Declining greenness in Arctic-boreal lakes
2021
Kuhn, Catherine, Butman, David
Length of Growing Season, Water Color, Visible Radiance, Lakes/Reservoirs , Reflectance
Effect of environmental covariable selection in the hydrological modeling using machine learning models to predict daily streamflow
2021
Reis, Guilherme Barbosa, da Silva, Demetrius David, Fernandes Filho, Elpidio Inacio, Moreira, Michel Castro, Veloso, Gustavo Vieira, Fraga, Micael de Souza, Pinheiro, Savio Augusto Rocha
Total Surface Precipitation Rate, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity