A hierarchical category structure based convolutional recurrent neural network (HCS-ConvRNN) for Land-Cover classification using dense MODIS Time-Series data
2022
Li, Jiayi, Zhang, Ben, Huang, Xin
Land Use/Land Cover Classification , Reflectance , Anisotropy
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 Deep-Learning Approach to Soil Moisture Estimation with GNSS-R
2022
Roberts, Thomas Maximillian, Colwell, Ian, Chew, Clara, Lowe, Stephen, Shah, Rashmi
Digital Elevation/Terrain Model (DEM) , Land Use/Land Cover Classification , Normalized Difference Vegetation Index (NDVI) , Soil Classification, Soil Texture, Surface Roughness, SENSOR COUNTS, Surface Soil Moisture
A global seamless 1 km resolution daily land surface temperature dataset (2003-2020)
2022
Zhang, Tao, Zhou, Yuyu, Zhu, Zhengyuan, Li, Xiaoma, Asrar, Ghassem R.
Land Use/Land Cover Classification , Land Surface Temperature , Emissivity
Flood Modeling Based on The Precipitation Data by Using Hec-Ras Software Version (5.0.7).
2022
", ZIYA KAYA, Yunus, UNES, Fatih, DEMIRCI, Mustafa
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Land Use/Land Cover Classification
A continuous change tracker model for remote sensing time series reconstruction
2022
Zhang, Yangjian, Wang, Li, He, Yuanhuizi, Huang, Ni, Li, Wang, Xu, Shiguang, Zhou, Quan, Song, Wanjuan, Duan, Wensheng, Wang, Xiaoyue, Muhammad, Shakir, Nath, Biswajit, Zhu, Luying, Tang, Feng, Du, Huilin, Wang, Lei, Niu, Zheng
Land Surface Temperature , Emissivity, Land Use/Land Cover Classification , Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Photosynthesis, Primary Production, Vegetation Productivity, Reflectance
A Cultural Route Perspective on Rural Revitalization of Traditional Villages: A Case Study from Chishui, China
2022
Zhou, Zijie, Zheng, Xin
Reforestation, Terrestrial Ecosystems , Permafrost , Rock Glaciers, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion , Glacier Thickness/Ice Sheet Thickness, Glacier Topography/Ice Sheet Topography, Glaciers , Ice Sheets, Icebergs , Ice Deformation, Ice Depth/Thickness , Ice Edges, Ice Extent , Ice Floes, Ice Growth/Melt , Ice Roughness, Ice Temperature, Ice Types, Icebergs , Leads, Pack Ice , Polynyas , Reflectance , Sea Ice Motion , Ice Extent , Ice Growth/Melt , Ice Motion, Ice Velocity, Lake Ice , Permafrost , River Ice, Snow Cover , Landslides , Aeolian Landforms , Coastal Landforms , Fluvial Landforms, Glacial Landforms, Karst Landforms, Tectonic Landforms , Land Use/Land Cover Classification , Landscape Ecology, Landscape Patterns, Landscape Processes, Reforestation, Surface Roughness, Terrain Elevation , Topographic Effects, Barrier Islands, Beaches, Deltas, Dunes, Estuaries, Fjords, Inlets, Lagoons, Mangroves, Marshes, Rocky Coasts, Shorelines, Wind Waves, Surface Winds , Ice Deformation, Ice Depth/Thickness , Ice Edges, Ice Extent , Ice Floes, Ice Roughness, Ice Types, Icebergs , Leads, Pack Ice , Polynyas , Sea Ice Motion , Glacial Landforms, Caldera, Cinder Cone, Faults, Folds, Geyser, Graben, Horst, Lava Dome, Lava Plain, Maar, Mountains, Plateau, Ridge, Rift Valley, Tuya, Volcano, Tectonic Landforms, Earthquakes , Plate Tectonics, Volcanic Activity, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion , Glacier Topography/Ice Sheet Topography, Glaciers , Ice Sheets, Icebergs , Ice Extent , Ice Growth/Melt , Ice Motion, Ice Velocity, Lake Ice , Permafrost , River Ice
A climatology of merged daytime planetary boundary layer height over China from radiosonde measurements
2022
Zhang, Jian, Guo, Jianping, Li, Jian, Zhang, Shaodong, Tong, Bing, Shao, Jia, Li, Haiyan, Zhang, Yehui, Cao, Lijuan, Zhai, Panmao, Xu, Xiaofeng, Wang, Minghuai
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, Land Use/Land Cover Classification
A comparison of remotely sensed environmental predictors for avian
2022
Hopkins, Laurel M., Hallman, Tyler A., Kilbride, John, Robinson, W. Douglas, Hutchinson, Rebecca A.
Land Use/Land Cover Classification
A comparison of the impact of TROPOMI and OMI tropospheric NO2 on global chemical data assimilation
2022
Sekiya, Takashi, Miyazaki, Kazuyuki, Eskes, Henk, Sudo, Kengo, Takigawa, Masayuki, Kanaya, Yugo
Land Use/Land Cover Classification , Atmospheric Carbon Monoxide , Carbonaceous Aerosols, Air Quality , Trace Gases/Trace Species , Non-methane Hydrocarbons/Volatile Organic Compounds, Industrial Emissions , Fossil Fuel Burning, Biomass Burning, Atmospheric Carbon Dioxide, Sulfur Compounds, Halocarbons And Halogens, Atmospheric Ozone, Nitrogen Oxides , Particulates, Hydrogen Cyanide, Emissions, Particulate Matter, Fire Occurrence, Nitrogen Oxides , Sulfur Dioxide , Carbon And Hydrocarbon Compounds
<p>Evaluation and comparison of MERRA-2 AOD and DAOD with MODIS DeepBlue
2022
Che, Yahui, Yu, Bofu, Parsons, Katherine, Desha, Cheryl, Ramezani, Mohammad
Land Use/Land Cover Classification
<p>Towards near real-time national-scale soil water content monitoring
2022
Fuentes, Ignacio, Padarian, Jose, Vervoort, R. Willem
Land Use/Land Cover Classification , Reflectance , Land Surface Temperature , Emissivity
A 1 km daily surface soil moisture dataset of enhanced coverage under all-weather conditions over China in 20032019
2022
Song, Peilin, Zhang, Yongqiang, Guo, Jianping, Shi, Jiancheng, Zhao, Tianjie, Tong, Bing
Land Use/Land Cover Classification , Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture
A Model of C4 Photosynthetic Acclimation Based on LeastCost Optimality Theory Suitable for Earth System Model Incorporation
2022
Scott, Helen G., Smith, Nicholas G.
Land Use/Land Cover Classification , Vegetation Index , Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo , Reflectance
A modified NRCS-CN method for eliminating abrupt runoff changes induced by the categorical antecedent moisture conditions
2022
Sharma, Ishan, Mishra, S.K., Pandey, Ashish, Kumre, S.K.
Land Use/Land Cover Classification
A hybrid random forests and artificial neural networks bagging ensemble for landslide susceptibility modelling
2022
Lucchese, Luisa V., de Oliveira, Guilherme G., Pedrollo, Olavo C.
Reforestation, Terrestrial Ecosystems , Permafrost , Rock Glaciers, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion , Glacier Thickness/Ice Sheet Thickness, Glacier Topography/Ice Sheet Topography, Glaciers , Ice Sheets, Icebergs , Ice Deformation, Ice Depth/Thickness , Ice Edges, Ice Extent , Ice Floes, Ice Growth/Melt , Ice Roughness, Ice Temperature, Ice Types, Icebergs , Leads, Pack Ice , Polynyas , Reflectance , Sea Ice Motion , Ice Extent , Ice Growth/Melt , Ice Motion, Ice Velocity, Lake Ice , Permafrost , River Ice, Snow Cover , Landslides , Aeolian Landforms , Coastal Landforms , Fluvial Landforms, Glacial Landforms, Karst Landforms, Tectonic Landforms , Land Use/Land Cover Classification , Landscape Ecology, Landscape Patterns, Landscape Processes, Reforestation, Surface Roughness, Terrain Elevation , Topographic Effects, Barrier Islands, Beaches, Deltas, Dunes, Estuaries, Fjords, Inlets, Lagoons, Mangroves, Marshes, Rocky Coasts, Shorelines, Wind Waves, Surface Winds , Ice Deformation, Ice Depth/Thickness , Ice Edges, Ice Extent , Ice Floes, Ice Roughness, Ice Types, Icebergs , Leads, Pack Ice , Polynyas , Sea Ice Motion , Glacial Landforms, Caldera, Cinder Cone, Faults, Folds, Geyser, Graben, Horst, Lava Dome, Lava Plain, Maar, Mountains, Plateau, Ridge, Rift Valley, Tuya, Volcano, Tectonic Landforms, Earthquakes , Plate Tectonics, Volcanic Activity, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion , Glacier Topography/Ice Sheet Topography, Glaciers , Ice Sheets, Icebergs , Ice Extent , Ice Growth/Melt , Ice Motion, Ice Velocity, Lake Ice , Permafrost , River Ice
A large but transient carbon sink from urbanization and rural depopulation in China
2022
Zhang, Xiaoxin, Brandt, Martin, Tong, Xiaowei, Ciais, Philippe, Yue, Yuemin, Xiao, Xiangming, Zhang, Wenmin, Wang, Kelin, Fensholt, Rasmus
Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification , Vegetation Index , Landscape Patterns
A method for reconstructing NDVI time-series based on envelope detection
2022
Liu, Xinkai, Ji, Lingyun, Zhang, Chen, Liu, Yanhui
Land Use/Land Cover Classification
A Methodology to Generate Integrated Land Cover Data for Land Surface Model by Improving Dempster-Shafer Theory
2022
Huang, Anqi, Shen, Runping, Li, Yeqing, Han, Huimin, Di, Wenli, Hagan, Daniel Fiifi Tawia
Land Use/Land Cover Classification
A novel approach for high-quality drainage network extraction in flat terrains by using a priori knowledge of hydrogeomorphic features to extend DEMs: A case study in ...
2022
Ye, Song, Zhang, Qiuwen, Yan, Fei, Ren, Bo, Shen, Dingtao
Reforestation, Terrestrial Ecosystems , Permafrost , Rock Glaciers, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion , Glacier Thickness/Ice Sheet Thickness, Glacier Topography/Ice Sheet Topography, Glaciers , Ice Sheets, Icebergs , Ice Deformation, Ice Depth/Thickness , Ice Edges, Ice Extent , Ice Floes, Ice Growth/Melt , Ice Roughness, Ice Temperature, Ice Types, Icebergs , Leads, Pack Ice , Polynyas , Reflectance , Sea Ice Motion , Ice Extent , Ice Growth/Melt , Ice Motion, Ice Velocity, Lake Ice , Permafrost , River Ice, Snow Cover , Landslides , Aeolian Landforms , Coastal Landforms , Fluvial Landforms, Glacial Landforms, Karst Landforms, Tectonic Landforms , Land Use/Land Cover Classification , Landscape Ecology, Landscape Patterns, Landscape Processes, Reforestation, Surface Roughness, Terrain Elevation , Topographic Effects, Barrier Islands, Beaches, Deltas, Dunes, Estuaries, Fjords, Inlets, Lagoons, Mangroves, Marshes, Rocky Coasts, Shorelines, Wind Waves, Surface Winds , Ice Deformation, Ice Depth/Thickness , Ice Edges, Ice Extent , Ice Floes, Ice Roughness, Ice Types, Icebergs , Leads, Pack Ice , Polynyas , Sea Ice Motion , Glacial Landforms, Caldera, Cinder Cone, Faults, Folds, Geyser, Graben, Horst, Lava Dome, Lava Plain, Maar, Mountains, Plateau, Ridge, Rift Valley, Tuya, Volcano, Tectonic Landforms, Earthquakes , Plate Tectonics, Volcanic Activity, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion , Glacier Topography/Ice Sheet Topography, Glaciers , Ice Sheets, Icebergs , Ice Extent , Ice Growth/Melt , Ice Motion, Ice Velocity, Lake Ice , Permafrost , River Ice
Anthropogenic Land Use and Land Cover Changes-A Review on Its
2022
Roy, Parth Sarathi, Ramachandran, Reshma M., Paul, Oscar, Thakur, Praveen K., Ravan, Shirish, Behera, Mukunda Dev, Sarangi, Chandan, Kanawade, Vijay P.
Land Use/Land Cover Classification , Plant Phenology, Enhanced Vegetation Index (EVI)
Applicability evaluation of multiple sets of soil moisture data on the tibetan plateau
2022
Dong, Xuefeng, Lai, Xin, Wang, Yingsi, Dong, Wei, Zhu, Jun, Dong, Li, Cen, Sixian
Soil Porosity, Wetlands , Soil Porosity, Radiative Flux, Air Temperature, Skin Temperature, Evaporation, Evapotranspiration , Humidity , Surface Winds , Wind Speed , Precipitation , Snow, Floods , Land Use/Land Cover Classification , Soil Moisture/Water Content , Skin Temperature, Terrain Elevation
Assessing climate and human activity effects on lake characteristics using spatio-temporal satellite data and an emotional neural network
2022
Mojtahedi, Alireza, Dadashzadeh, Mehran, Azizkhani, Mostafa, Mohammadian, Abdolmajid, Almasi, Ramin
Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux, Land Use/Land Cover Classification , Land Surface Temperature , Emissivity
Application of remote sensing tools to assess the land use and land cover change in Coatzacoalcos, Veracruz, Mexico
2022
Revuelta-Acosta, Josept David, Guerrero-Luis, Edna Suhail, Terrazas-Rodriguez, Jose Eduardo, Gomez-Rodriguez, Cristian, Alcala Perea, Gerardo
Land Use/Land Cover Classification
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