A Deep Learning Approach to Increase the Value of Satellite Data for PM2.5 Monitoring in China
2023
Li, Bo, Liu, Cheng, Hu, Qihou, Sun, Mingzhai, Zhang, Chengxin, Zhu, Yizhi, Liu, Ting, Guo, Yike, Carmichael, Gregory R., Gao, Meng
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, Optical Depth/Thickness, Radiative Flux, Reflectance
A global 5 km monthly potential evapotranspiration dataset (19822015) estimated by the ShuttleworthWallace model
2023
Sun, Shanlei, Bi, Zaoying, Xiao, Jingfeng, Liu, Yi, Sun, Ge, Ju, Weimin, Liu, Chunwei, Mu, Mengyuan, Li, Jinjian, Zhou, Yang, Li, Xiaoyuan, Liu, Yibo, Chen, Haishan
Evapotranspiration , Latent Heat Flux
A Global Database of Soil Plant Available Phosphorus
2023
McDowell, R. W., Noble, A., Pletnyakov, P., Haygarth, P. M.
Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A global dataset for the production and usage of cereal residues in the period 19972021
2023
Smerald, Andrew, Rahimi, Jaber, Scheer, Clemens
Carbonaceous Aerosols, Nitrogen Oxides , Particulates, Hydrogen Cyanide, Emissions, Non-methane Hydrocarbons/Volatile Organic Compounds, Particulate Matter, Fire Occurrence, Nitrogen Oxides , Sulfur Dioxide , Carbon And Hydrocarbon Compounds
A New Method for Bare Permafrost Extraction on the Tibetan Plateau by
2023
Li, Xiaoyang, Ji, Yuhe, Zhou, Guangsheng, Zhou, Li, Li, Xiaopeng, He, Xiaohui, Tian, Zhihui
Land Use/Land Cover Classification
A New Bottom-of-Atmosphere (BOA) Radiance-Based Hybrid Method for
2023
Zhou, Shugui, Cheng, Jie
Land Surface Temperature , Emissivity, Carbon Monoxide , Tropospheric Ozone, Geopotential Height, Tropopause, Methane, Atmospheric Ozone, Sulfur Dioxide , Surface Pressure, Outgoing Longwave Radiation, Surface Temperature , Air Temperature, Upper Air Temperature, Total Precipitable Water, Water Vapor Profiles, Cloud Liquid Water/Ice, Cloud Fraction, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Skin Temperature, Sea Surface Temperature
A New Framework for the Reconstruction of Daily 1 km Land Surface
2023
Xiao, Yuanjun, Li, Shengcheng, Huang, Jingfeng, Huang, Ran, Zhou, Chang
Land Surface Temperature , Emissivity
A Landsat-based atlas of monthly burned area for Portugal, 19842021
2023
Neves, Alana K., Campagnolo, Manuel L., Silva, Joao M.N., Pereira, Jose M.C.
Fire Occurrence, Surface Thermal Properties , Land Surface Temperature , THERMAL ANOMALIES
A Long-term Consistent Artificial Intelligence and Remote Sensing-based Soil Moisture Dataset
2023
Skulovich, Olya, Gentine, Pierre
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Brightness Temperature, Soil Moisture/Water Content , Vegetation Water Content, Brightness Temperature, Microwave Imagery
A Novel Approach for Predicting Large Wildfires Using Machine Learning
2023
Agrawal, Nikita, Nelson, Peder V., Low, Russanne D.
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A fine spatial resolution estimation scheme for large-scale gross primary productivity (GPP) in mountain ecosystems by integrating an eco-hydrological model with the ...
2023
Xie, Xinyao, Li, Ainong, Tian, Jie, Wu, Changlin, Jin, Huaan
Photosynthesis, Primary Production, Vegetation Productivity
A framework for modelling spatio-temporal trends in crop production using generalised additive models
2023
Wellington, Michael J., Lawes, Roger, Kuhnert, Petra
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
20 years of change in tundra NDVI from coupled field and satellite observations
2023
Huemmrich, K Fred, Gamon, John, Campbell, Petya, Mora, Marianna, Vargas Z, Sergio, Almanza, Brenda, Tweedie, Craig
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Permafrost , Leaf Characteristics, REFLECTED INFRARED, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Alpine/Tundra, Soil Temperature, Vegetation Cover
2021 February Texas Ice Storm Induced Spring GPP Reduction Compensated
2023
Yang, Linqing, Liu, Meng
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux
40 years of changes in sea surface temperature along the Western Iberian
2023
Biguino, Beatriz, Antunes, Carlos, Lamas, Luisa, Jenkins, Luke J., Dias, Joao Miguel, Haigh, Ivan D., Brito, Ana C.
Sea Surface Temperature
7 Parashikuesit gjeografike te demografise fisnore te Shqiperise veriore ne fillim te shekullit 20
2023
Elic M Weitzel Erina Baci Daniel Plekhov
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps, Photosynthesis, Primary Production, Vegetation Productivity
<i>NIR<sub>v</sub>P</i> as a remote sensing proxy for measuring gross
2023
Chen, Siyuan, Sui, Lichun, Liu, Liangyun, Liu, Xinjie, Li, Jonathan, Huang, Lingxiao, Li, Xing, Qian, Xiaojin
Reflectance , Anisotropy
A comprehensive analysis of the crop effect on the urban-rural differences in land surface phenology
2023
Yin, Peiyi, Li, Xuecao, Mao, Jiafu, Johnson, Brian A., Wang, Bingyu, Huang, Jianxi
Plant Phenology, Enhanced Vegetation Index (EVI)
A county-level soybean yield prediction framework coupled with XGBoost
2023
Li, Yuanchao, Zeng, Hongwei, Zhang, Miao, Wu, Bingfang, Zhao, Yan, Yao, Xia, Cheng, Tao, Qin, Xingli, Wu, Fangming
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Reflectance , Land Surface Temperature , Emissivity
A Coupled Deep Learning Model for Estimating Surface NO2 Levels from Remote Sensing Data: 15Year Study Over the Contiguous United States
2023
Ghahremanloo, Masoud, Lops, Yannic, Choi, Yunsoo, Mousavinezhad, Seyedali, Jung, Jia
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, Population Density, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A daily and complete PM2. 5 dataset derived from space observations for Vietnam from 2012 to 2020
2023
Ngo, Truong X., Pham, Ha V., Phan, Hieu D.T., Nguyen, Anh T.N., To, Hien T., Nguyen, Thanh T.N.
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), 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, Optical Depth/Thickness, Radiative Flux, Reflectance
A daily high-resolution (1 km) human thermal index collection over the North China Plain from 2003 to 2020
2023
Li, Xiang, Luo, Ming, Zhao, Yongquan, Zhang, Hui, Ge, Erjia, Huang, Ziwei, Wu, Sijia, Wang, Peng, Wang, Xiaoyu, Tang, Yu
Aerosol Optical Depth/Thickness
A data driven gully head susceptibility map of Africa at 30 m resolution
2023
De Geeter, Sofie, Verstraeten, Gert, Poesen, Jean, Campforts, Benjamin, Vanmaercke, Matthias
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
A data-driven evaluation of post-fire landslide susceptibility
2023
Culler, Elsa S., Livneh, Ben, Rajagopalan, Balaji, Tiampo, Kristy F.
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area, Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent , Vapor Pressure, Shortwave Radiation
A data-driven model for Fennoscandian wildfire danger
2023
Bakke, Sigrid Jrgensen, Wanders, Niko, van der Wiel, Karin, Tallaksen, Lena Merete
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)