A neural network-based method for satellite-based mapping of sediment-laden sea ice in the Arctic
2022
Waga, Hisatomo, Eicken, Hajo, Light, Bonnie, Fukamachi, Yasushi
Reflectance
A deep neural network based SMAP soil moisture product
2022
Gao, Lun, Gao, Qiang, Zhang, Hankui, Li, Xiaojun, Chaubell, Mario Julian, Ebtehaj, Ardeshir, Shen, Lian, Wigneron, Jean-Pierre
Land Use/Land Cover Classification , Reflectance , Total Surface Water , Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Surface Soil Moisture
A dynamic hierarchical Bayesian approach for forecasting vegetation condition
2022
Salakpi, Edward E., Hurley, Peter D., Muthoka, James M., Bowell, Andrew, Oliver, Seb, Rowhani, Pedram
Reflectance , Anisotropy
A spatial frequency/spectral indicator-driven model for estimating cultivated land quality using the gradient boosting decision tree and genetic algorithm-back propagation neural network
2022
Xia, Ziqing, Peng, Yiping, Lin, Chenjie, Wen, Ya, Liu, Huiming, Liu, Zhenhua
Reflectance
A Simple Model for Tropical Convective Cloud Shield Area Growth and Decay Rates Informed by Geostationary IR, GPM, and Aqua/AIRS Satellite Data
2022
Elsaesser, Gregory S., Roca, Remy, Fiolleau, Thomas, Del Genio, Anthony D., Wu, Jingbo
Air Temperature, Carbon Monoxide , Cloud Fraction, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Geopotential Height, Methane, Outgoing Longwave Radiation, Atmospheric Ozone, Total Precipitable Water, Sea Surface Temperature , Surface Pressure, Skin Temperature, Surface Temperature , Sulfur Dioxide , Tropopause, Tropospheric Ozone, Upper Air Temperature, Water Vapor Profiles, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Precipitation
A scale-separating framework for fusing satellite land surface temperature products
2022
Yang, Yichen, Lee, Xuhui
Land Surface Temperature , Emissivity, Vegetation Index , Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Normalized Difference Vegetation Index (NDVI)
A postphaseout retrospective reassessment of the global methyl bromide budget
2022
Saltzman, E. S., Nicewonger, M. R., Montzka, S. A., YvonLewis, S. A.
Land Use/Land Cover Classification , Land Use Classes, Vegetation Cover, Albedo
A Reconstructed Global Daily Seamless SIF Product at 0.05 Degree
2022
Hu, Jiaochan, Jia, Jia, Ma, Yan, Liu, Liangyun, Yu, Haoyang
Reflectance , Anisotropy, Albedo
A reliable and adaptive spatiotemporal data fusion method for blending multi-spatiotemporal-resolution satellite images
2022
Shi, Wenzhong, Guo, Dizhou, Zhang, Hua
Reflectance
A novel large-scale land degradation remote sensing index and its application in Three River Source Region
2022
Wen, Ye, Wang, Qiubing, Guo, Bing, Meng, Chao, Cai, Yumei, Xue, Haorun, Zhao, Huihui, Zang, Wenqian, Wei, Cuixia, Yu, Yang, Liu, Yifeng, Li, Jialin
Land Surface Temperature , Emissivity
Adaptability of MODIS daily cloud-free snow cover 500 m dataset over China in Hutubi River Basin based on snowmelt runoff model
2022
Meng, Xiangyao, Liu, Yongqiang, Qin, Yan, Wang, Weiping, Zhang, Mengxiao, Zhang, Kun
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps, Reflectance , Total Surface Precipitation Rate
Adequacy of satellite derived data for streamflow simulation in three Hexi inland river basins, Northwest China
2022
Wang, Chunlin, Si, Jianhua, Zhao, Chunyan, Jia, Bing, Celestin, Sindikubwabo, Li, Duan, He, Xiaohui, Zhou, Dongmeng, Qin, Jie, Zhu, Xinglin
Land Surface Temperature , Emissivity, Total Surface Precipitation Rate
Adjusting solar-induced fluorescence to nadir-viewing provides a better proxy for GPP
2022
Hao, Dalei, Zeng, Yelu, Zhang, Zhaoying, Zhang, Yongguang, Qiu, Han, Biriukova, Khelvi, Celesti, Marco, Rossini, Micol, Zhu, Peng, Asrar, Ghassem R., Chen, Min
Land Use/Land Cover Classification , Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Reflectance , Albedo , Anisotropy
A surface water mapping framework combining optical and radar remote sensing and its application in China
2022
Yang, Yongmin, Huang, Shifeng, Qiu, Jianxiu, Liu, Changjun, Jiang, Wei
Reflectance
A systematic literature review on crop yield prediction with deep learning and remote sensing
2022
Muruganantham, Priyanga, Wibowo, Santoso, Grandhi, Srimannarayana, Samrat, Nahidul Hoque, Islam, Nahina
Reflectance , Land Surface Temperature , Emissivity
Aerosol Characterization Using Machine Learning
2022
Natraj, Vijay, Chen, Sihe, Zeng, Zhao-Cheng, Yung, Yuk L.
Reflectance , Albedo , Anisotropy
Accounting for Carbon Sink and its Dominant Influencing Factors in Chinese Ecological Space
2022
Lin, Gang, Jiang, Dong, Li, Xiang, Fu, Jingying
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance , Albedo , Anisotropy, Photosynthesis, Primary Production, Vegetation Productivity, Land Use/Land Cover Classification
A union of dynamic hydrological modeling and satellite remotely-sensed data for spatiotemporal assessment of sediment yields
2022
Preetha, Pooja, Al-Hamdan, Ashraf
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance
A vertical transport window of water vapor in the troposphere over the Tibetan Plateau with implications for global climate change
2022
Xu, Xiangde, Sun, Chan, Chen, Deliang, Zhao, Tianliang, Xu, Jianjun, Zhang, Shengjun, Li, Juan, Chen, Bin, Zhao, Yang, Xu, Hongxiong, Dong, Lili, Sun, Xiaoyun, Zhu, Yan
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
A view from space on global flux towers by MODIS and Landsat: the FluxnetEO data set
2022
Walther, Sophia, Besnard, Simon, Nelson, Jacob Allen, El-Madany, Tarek Sebastian, Migliavacca, Mirco, Weber, Ulrich, Carvalhais, Nuno, Ermida, Sofia Lorena, Brummer, Christian, Schrader, Frederik, Prokushkin, Anatoly Stanislavovich, Panov, Alexey Vasilevich, Jung, Martin
Land Surface Temperature , Emissivity, Reflectance , Anisotropy, Albedo
A wildfire growth prediction and evaluation approach using Landsat and MODIS data
2022
Radocaj, Dorijan, Jurisic, Mladen, Gasparovic, Mateo
Reflectance , RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Fire Occurrence, Surface Thermal Properties , Land Surface Temperature , THERMAL ANOMALIES
A spatially explicit reconstruction of cropland cover in China around 1850 CE employing new land suitability based gridded allocation algorithm
2022
Zhang, Chengpeng, Fang, Xiuqi, Ye, Yu, Tang, Chanchan, Wu, Zhilei, Zheng, Xue, Zhang, Diyang, Jiang, Chang, Li, Jun, Li, Yikai, Zhao, Zhilong
Canopy Characteristics, Leaf Characteristics, Plant Characteristics, Vegetation Cover, Vegetation Index , Vegetation Index, Albedo , Reflectance
A stratified environmental reference system for better understanding of the relationship between remote sensing observations and ground monitoring of karst rocky desertification
2022
Xu, Erqi, Zhang, Hongqi
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity, Albedo , Anisotropy
A Structural Equation Modeling Approach to Disentangling Regional-Scale Landscape Dynamics in Ghana
2022
Peeling, Julie A., Singh, Aditya, Judge, Jasmeet
Albedo , Anisotropy, Land Surface Temperature , Emissivity, Evapotranspiration , Latent Heat Flux, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Forest Management
A Machine Learning Framework for the Classification of Natura 2000
2022
Sittaro, Fabian, Hutengs, Christopher, Semella, Sebastian, Vohland, Michael
Reflectance