Mapping irrigated croplands in China using a synergetic training sample generating method, machine learning classifier, and Google Earth Engine
2022
Zhang, Chao, Dong, Jinwei, Xie, Yanhua, Zhang, Xuezhen, Ge, Quansheng
Reflectance
Mapping snow cover in forests using optical remote sensing, machine
2022
Luo, Jianfeng, Dong, Chunyu, Lin, Kairong, Chen, Xiaohong, Zhao, Liqiang, Menzel, Lucas
Reflectance
Mapping soil erodibility in southeast China at 250 m resolution: Using
2022
Tian, Zhiyuan, Liu, Feng, Liang, Yin, Zhu, Xuchao
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity
Mapping South Americas drylands through remote sensingA review of the methodological trends and current challenges
2022
Ganem, Khalil Ali, Xue, Yongkang, Rodrigues, Ariane de Almeida, Franca-Rocha, Washington, Oliveira, Marceli Terra de, Carvalho, Nathalia Silva de, Cayo, Efrain Yury Turpo, Rosa, Marcos Reis, Dutra, Andeise Cerqueira, Shimabukuro, Yosio Edemir
Reflectance , Anisotropy, Albedo , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification , Total Surface Water
Long-term and fine-scale surface urban heat island dynamics revealed by Landsat data since the 1980sA comparison of four megacities in China
2022
Li, Long, Zhan, Wenfeng, Du, Huilin, Lai, Jiameng, Wang, Chenguang, Fu, Huyan, Huang, Fan, Liu, Zihan, Wang, Chunli, Li, Jiufeng, Jiang, Lu, Miao, Shiqi
Land Surface Temperature , Emissivity
Indices-based assessment of vulnerability to agricultural drought in the tropical semi-arid ecosystem using time-series satellite and meteorological datasets
2022
Arun Kumar, Karikkathil C., Reddy, Gangalakunta P. Obi, Masilamani, Palanisamy, Sandeep, Pundoor
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity
Indirect interactions between climate and cropland distribution shape fire size in West African grasslands
2022
Schulte to Buhne, Henrike, Tobias, Joseph A., Durant, Sarah M., Pettorelli, Nathalie
Reflectance
Integrating multi-source remote sensing to assess forest aboveground biomass in the Khingan Mountains of north-eastern China using machine-learning algorithms
2022
Wang, Xiaoyi, Liu, Caixia, Lv, Guanting, Xu, Jinfeng, Cui, Guishan
Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification , Reflectance , Albedo , Anisotropy
Linking Total Precipitable Water to Precipitation Extremes Globally
2022
Kim, Seokhyeon, Sharma, Ashish, Wasko, Conrad, Nathan, Rory
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 , Heat Flux, Heat Flux, Heat Flux, Heat Flux, Longwave Radiation, Longwave Radiation, Shortwave Radiation, Shortwave Radiation, Water Vapor Tendency, Water Vapor Flux, Cloud Dynamics, Cloud Microphysics, Snow/Ice , Precipitation
Live Fuel Moisture Content Mapping in the Mediterranean Basin Using
2022
Cunill Camprubi, Angel, Gonzalez-Moreno, Pablo, Resco de Dios, Victor
Reflectance , Anisotropy
Learning on Health Fairness and Environmental Justice via Interactive Visualization
2022
Nayeem, Abdullah-Al-Raihan, Segovia-Dominguez, Ignacio, Lee, Huikyo, Han, Dongyun, Chen, Yuzhou, Zhen, Zhiwei, Gel, Yulia, Cho, Isaac
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
Long-lasting insecticidal nets provide protection against malaria for only a single year in Burundi, an African highland setting with marked malaria seasonality
2022
Van Bortel, Wim, Marien, Joachim, Jacobs, Bart K M, Sinzinkayo, Denis, Sinarinzi, Pierre, Lampaert, Emmanuel, Dhondt, Rob, Mafuko, Jean-Marie, De Weggheleire, Anja, Vogt, Florian, Alexander, Neil, Wint, William, Maes, Peter, Vanlerberghe, Veerle, Leclair, Corey
Land Surface Temperature , Emissivity
Late-stage deforestation enhances storm trends in coastal West Africa
2022
Taylor, Christopher M., Klein, Cornelia, Parker, Douglas J., Gerard, France, Semeena, Valiyaveetil Shamsudheen, Barton, Emma J., Harris, Bethan L.
Boundaries, Population Estimates, Emissivity, Land Surface Temperature
Latent heat flux variability and response to drought stress of black poplar: A multi-platform multi-sensor remote and proximal sensing approach to relieve the data ...
2022
Tauro, Flavia, Maltese, Antonino, Giannini, Roberto, Harfouche, Antoine
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity
Likelihood of Transformation to Green Infrastructure Using Ensemble Machine Learning Techniques in Jinan, China
2022
Gulshad, Khansa, Wang, Yicheng, Li, Na, Wang, Jing, Yu, Qian
Total Surface Precipitation Rate, Population Estimates, Boundaries, RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Land Surface Temperature , Emissivity
Leveraging remotely-sensed vegetation indices to evaluate crop coefficients and actual irrigation requirements in the water-stressed Maipo River Basin of ...
2022
Goffin, Benjamin D., Thakur, Rishudh, Da Conceicao Carlos, Sarah, Srsic, Duncan, Williams, Caroline, Ross, Kenton, Neira-Roman, Fernando, Cortes-Monroy, Carlos Calvo, Lakshmi, Venkataraman
Land Surface Temperature , Emissivity, Evapotranspiration , Latent Heat Flux
Local climate impacts from ongoing restoration of a peatland
2022
Worrall, Fred, Howden, Nicholas J. K., Burt, Tim P., RicoRamirez, Miguel A., Kohler, Tim
Land Surface Temperature , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Albedo , Anisotropy
Local differences in maximum temperature determine water use among
2022
Glass, Danielle M., Prentice, Paige R., Evans, Ashley D., Schmitz, Oswald J.
Reflectance
Long-term multi source analysis for asphalt binder PG selection using
2022
Ghobadipour, Behrooz, MansourKhaki, Ali, Mojaradi, Barat
Land Surface Temperature , Emissivity
Machine learning-based aerosol characterization using OCO-2 O2 A-band observations
2022
Chen, Sihe, Natraj, Vijay, Zeng, Zhao-Cheng, Yung, Yuk L.
Reflectance , Albedo , Anisotropy
Machine-Learning-Based Regional Yield Forecasting for Sugarcane Crop in Uttar Pradesh, India
2022
Nihar, Ashmitha, Patel, N. R., Danodia, Abhishek
Land Surface Temperature , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Photosynthesis, Primary Production, Vegetation Productivity, Evapotranspiration , Latent Heat Flux
Madagascar's fire regimes challenge global assumptions about landscape degradation
2022
Phelps, Leanne N., Andela, Niels, Gravey, Mathieu, Davis, Dylan S., Kull, Christian A., Douglass, Kristina, Lehmann, Caroline E. R.
Land Use/Land Cover Classification , Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area, Reflectance , Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
Mapping an observation-based global solar irradiance climatology across the conterminous United States
2022
Rupp, David E., Daly, Christopher, Doggett, Matthew K., Smith, Joseph I., Steinberg, Ben
Geopotential Height, Sea Surface Topography , 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
Machine learning driven by environmental covariates to estimate high-resolution PM2.5 in data-poor regions
2022
Jin, XiaoYe, Ding, Jianli, Ge, Xiangyu, Liu, Jie, Xie, Boqiang, Zhao, Shuang, Zhao, Qiaozhen
Land Surface Temperature , Emissivity, Reflectance , Aerosol Optical Depth/Thickness
Machine learning techniques for estimating hydraulic properties of the topsoil across the Zambezi River Basin
2022
Kalumba, Mulenga, Nyirenda, Edwin, Nyambe, Imasiku, Dondeyne, Stefaan, Van Orshoven, Jos
Land Surface Temperature , Emissivity