Spatial gap-filling of SMAP soil moisture pixels over Tibetan Plateau via machine learning versus geostatistics
2021
Tong, Cheng, Wang, Hongquan, Magagi, Ramata, Goita, Kalifa, Wang, Ke
Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Spatial homogeneity from temporal stability: Exploiting the combined hyper-frequent revisit of Terra and Aqua to guide Earth System Science
2021
Duveiller, Gregory, Camps-Valls, Gustau, Ceccherini, Guido, Cescatti, Alessandro
Reflectance
Smart Agri-Farming on Satellite Imageries using Machine Learning
2021
Dhedia, Ritik, Paliakkara, Nixon, Lobo, Vivian Brian, Gupta, Deepak, Sharma, Vaibhav
Land Use/Land Cover Classification
SMOS L-VOD retrieved by Level 2 algorithm and its correlation with GEDI LIDAR products
2021
Vittucci, Cristina, Guerriero, Leila, Ferrazzoli, Paolo, Richaume, Philippe, Kerr, Yann H.
Canopy Characteristics, Vegetation Cover, Digital Elevation/Terrain Model (DEM) , VIEWING GEOMETRY, Terrain Elevation , Lidar, Topography , Vegetation Height
Snow albedo seasonal decay and its relation with shortwave radiation, surface temperature and topography over an Antarctic ice cap
2021
Calleja, Javier F., Muniz, Ruben, Fernandez, Susana, Corbea-Perez, Alejandro, Peon, Juanjo, Otero, Jaime, Navarro, Francisco
Reflectance
Snow cover and vegetation greenness with leaf water content control the global land surface temperature
2021
Rasul, Azad, Ningthoujam, Ramesh
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity, Albedo, Snow Cover , Reflectance , Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Albedo , Anisotropy
Spatio-temporal changes of land surface temperature and the influencing factors in the tarim basin, northwest China
2021
Abbas, Alim, He, Qing, Jin, Lili, Li, Jinglong, Salam, Akida, Lu, Bo, Yasheng, Yierpanjiang
Land Surface Temperature , Emissivity
Spatio-Temporal Characteristics and Trend Analysis of Grassland Ecosystem Drought in Asia From 2010 to 2018
2021
Zhang, Xun, Liang, Yike, Li, Xiang, Lin, Gang, Liu, Ying
Land Use/Land Cover Classification , Land Surface Temperature , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Spatio-temporal dependency of vegetation dynamics on climatic variables
2021
P., Sonali, Paul, Subir
Land Use/Land Cover Classification
Spatio-Temporal Dynamics of Plasmodium falciparum and Plasmodium vivax
2021
Scully, Jenna, Mosnier, Emilie, Carbunar, Aurel, Roux, Emmanuel, Djossou, Felix, Garceran, Nicolas, Musset, Lise, Sanna, Alice, Demar, Magalie, Nacher, Mathieu, Gaudart, Jean
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 , Precipitation , Precipitation Amount, Precipitation Rate
Spatial-time variations in the distribution of atmospheric methane at high latitudes of the northern hemisphere
2021
Vasileva, Sardana
Carbon Monoxide , Geopotential Height, Tropopause, Methane, Atmospheric Ozone, Surface Pressure, Outgoing Longwave Radiation, Air Temperature, Upper Air Temperature, Humidity , Total Precipitable Water, Water Vapor, Water Vapor Profiles, Cloud Liquid Water/Ice, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Skin Temperature, Sea Surface Temperature
Spatial variability of the green water footprint using a medium-resolution remote sensing technique: The case of soybean production in the Southeast Argentine Pampas
2021
Olivera Rodriguez, P., Holzman, M.E., Degano, M.F., Faraminan, A.M.G., Rivas, R.E., Bayala, M.I.
Land Surface Temperature , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Spatial variation characteristics of vegetation phenology and its influencing factors in the subtropical monsoon climate region of southern China
2021
Peng, Huanhua, Xia, Haonan, Chen, Hao, Zhi, Panding, Xu, Zhonglin
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
Spatial Variation in Humidity and the Onset of Seasonal Influenza Across the Contiguous United States
2021
Serman, E., Thrastarson, H. Th., Franklin, M., Teixeira, J.
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
Spatial variation in population-density of snow leopards in a multiple use landscape in Spiti Valley, Trans-Himalaya
2021
Sharma, Rishi Kumar, Sharma, Koustubh, Borchers, David, Bhatnagar, Yash Veer, Suryawanshi, Kulbhushansingh R., Mishra, Charudutt
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps
Spatial, Phenological, and Inter-Annual Variations of Gross Primary
2021
Ma, Dujuan, Wu, Xiaodan, Ma, Xuanlong, Wang, Jingping, Lin, Xingwen, Mu, Cuicui
Land Use/Land Cover Classification , Photosynthesis, Primary Production, Vegetation Productivity
Spatial-temporal distribution of the freezethaw cycle of the largest lake (Qinghai lake) in china based on machine learning and modis from 2000 to 2020
2021
Han, Weixiao, Huang, Chunlin, Gu, Juan, Hou, Jinliang, Zhang, Ying
Reflectance
Spatial prediction of landslide susceptibility using projected storm rainfall and land use in Himalayan region
2021
Chowdhuri, Indrajit, Pal, Subodh Chandra, Chakrabortty, Rabin, Malik, Sadhan, Das, Biswajit, Roy, Paramita, Sen, Kamalesh
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
Spatial prediction of malaria prevalence in Papua New Guinea: a comparison of Bayesian decision network and multivariate regression modelling approaches for improved accuracy in prevalence prediction
2021
Cleary, Eimear, Hetzel, Manuel W., Siba, Peter M., Lau, Colleen L., Clements, Archie C. A.
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
Spatial prediction of soil surface properties in an arid region using synthetic soil image and machine learning
2021
Naimi, Salman, Ayoubi, Shamsollah, Dematte, Jose A. M., Zeraatpisheh, Mojtaba, Amorim, Merilyn Taynara Accorsi, Mello, Fellipe Alcantara de Oliveira
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
Spatial statistical modeling of rockfall hazard in a mountainous road in Cantabria (Spain)
2021
Jato-Espino, Daniel, Roldan-Valcarce, Alejandro, Collazos-Arias, Felipe, Rodriguez-Hernandez, Jorge
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
Spatial surface velocity pattern in the glaciers of Chandra Basin, Western Himalaya
2021
Patel, Lavkush Kumar, Sharma, Parmanand, Singh, Ajit T., Pratap, Bhanu, Oulkar, Sunil, Thamban, Meloth
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
Spatial targeting of groundwater vulnerability in the Wewe-Oda river watershed in Kumasi, Ghana
2021
Dumedah, Gift, Moses, Asori, Linda, Gumah
Runoff , Soil Texture
Spatial targeting of Screening+ Eave tubes (SET), a house-based malaria control intervention, in Cote d'Ivoire: A geostatistical modelling study
2021
Canelas, Tiago, Thomsen, Edward, McDermott, Daniel, Sternberg, Eleanore, Thomas, Matthew B., Worrall, Eve
Land Use/Land Cover Classification
Spatial trends of maximum and minimum temperatures in different climate zones of Pakistan by exploiting ground-based and space-borne observations
2021
Safdar, Fasiha, Khokhar, Muhammad Fahim, Din, Muhammad Imad Ud, Siddiqui, Ghazanfar Farooq, Khattak, Waleed
Carbon Monoxide , Geopotential Height, Tropopause, Methane, Atmospheric Ozone, Surface Pressure, Outgoing Longwave Radiation, Air Temperature, Upper Air Temperature, Humidity , Total Precipitable Water, Water Vapor, Water Vapor Profiles, Cloud Liquid Water/Ice, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Skin Temperature, Sea Surface Temperature