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
Long-Term Series of Chlorophyll-a Concentration in Brazilian Semiarid Lakes from Modis Imagery
2022
Ventura, Dhalton Luiz Tosetto, Martinez, Jean-Michel, de Attayde, Jose Luiz, Martins, Eduardo Savio Passos Rodrigues, Brandini, Nilva, Moreira, Luciane Silva
Reflectance
Long-term surface water mapping in the Pearl River Delta based on multiple satellite images
2022
Hu, Mengmeng, Xia, Beicheng, Wang, Yafei, Jiao, Mengyu, Wu, Maoquan
Reflectance , Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
Long-term topographic effect on remotely sensed vegetation index-based gross primary productivity (GPP) estimation at the watershed scale
2022
Xie, Xinyao, Tian, Jie, Wu, Changlin, Li, Ainong, Jin, Huaan, Bian, Jinhu, Zhang, Zhengjian, Nan, Xi, Jin, Yuan
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Reflectance , Land Surface Temperature , Emissivity
Longwave radiative effect of the cloudaerosol transition zone based on CERES observations
2022
Jahani, Babak, Andersen, Hendrik, Calbo, Josep, Gonzalez, Josep-Abel, Cermak, Jan
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 , Attitude Characteristics, ORBITAL CHARACTERISTICS, Viewing Geometry
Landscape Genomics Provides Evidence of Ecotypic Adaptation and a Barrier to Gene Flow at Treeline for the Arctic Foundation Species Eriophorum ...
2022
Stunz, Elizabeth, Fetcher, Ned, Lavretsky, Philip, Mohl, Jonathon E., Tang, Jianwu, Moody, Michael L.
Land Use/Land Cover Classification , Forests, Vegetation Cover, Alpine/Tundra, Reflectance , Dominant Species
Landslides associated with recent road constructions in the Rio Lucma catchment, eastern Cordillera Blanca, Peru
2022
EMMER, ADAM, HOLBLING, DANIEL, ABAD, LORENA, STEPANEK, PETR, ZAHRADNICEK, PAVEL, EMMEROVA, ILONA
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
Land surface phenology retrieval through spectral and angular harmonization of Landsat-8, Sentinel-2 and Gaofen-1 data
2022
Lu, Jun, He, Tao, Song, Dan-Xia, Wang, Cai-Qun
Reflectance , Albedo , Anisotropy
Land Use and Climate Change Altered the Ecological Quality in the Luanhe River Basin
2022
Zhang, Yongbin, Song, Tanglei, Fan, Jihao, Man, Weidong, Liu, Mingyue, Zhao, Yongqiang, Zheng, Hao, Liu, Yahui, Li, Chunyu, Song, Jingru, Yang, Xiaowu, Du, Junmin
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance , Land Surface Temperature , Emissivity
Land use, climate, and water change in the Vietnamese Mekong Delta (VMD)
2022
Mondal, Arun, Le, Manh-Hung, Lakshmi, Venkataraman
Reflectance , Total Surface Precipitation Rate
Lake algal bloom monitoring via remote sensing with biomimetic and computational intelligence
2022
Sun, Zhibin, Chang, Ni-Bin, Chen, Chi-Farn, Gao, Wei
Ultraviolet Radiation, Solar Irradiance, Reflectance
Lake level changes and paleo-precipitation estimations based on colluvial stratigraphy of Holocene sediments in West Anatolia (Simav Graben)
2022
Ocakoglu, Faruk, Kuzucuoglu, Catherine, Akbulut, Aydn, Cilingiroglu, Ciler
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
Impacts of sea-level rise on groundwater inundation and river floods under changing climate
2022
Yu, Xuan, Luo, Lu, Hu, Peng, Tu, Xinjun, Chen, Xiaohong, Wei, Junhong
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
Interannual variability of spring fire in southern Nepal
2022
Hamal, Kalpana, Ghimire, Shravan Kumar, Khadka, Arbindra, Dawadi, Binod, Sharma, Shankar
Reflectance
Irrigation and warming drive the decreases in surface albedo over High Mountain Asia
2022
Maina, Fadji Z., Kumar, Sujay V., Gangodagamage, Chandana
Reflectance , Albedo , Anisotropy, Land Use/Land Cover Classification , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI) , Plant Phenology, Enhanced Vegetation Index (EVI)
Investigating the Efficacy of the SMAP Downscaled Soil Moisture Product
2022
Wu, Zemian, Qiu, Jianxiu, Crow, Wade T., Wang, Dagang, Wang, Zhengang, Zhang, Xiaohu
Reflectance , Photosynthesis, Primary Production, Vegetation Productivity
Intrinsic dimensionality as a metric for the impact of mission design parameters
2022
CawseNicholson, K., Raiho, A. M., Thompson, D. R., Hulley, G. C., Miller, C. E., Miner, K. R., Poulter, B., Schimel, D., Schneider, F. D., Townsend, P. A., Zareh, S. K.
Reflectance , Land Surface Temperature , Emissivity, Anisotropy, Albedo
Implementation of an albedo-based drag partition into the WRF-Chem v4. 1 AFWA dust emission module
2022
Michaels, Michelle, Letcher, Theodore, LeGrand, Sandra, Webb, Nicholas, Putnam, Justin
Reflectance , Albedo , Anisotropy
Improving Dengue Forecasts by Using Geospatial Big Data Analysis in Google Earth Engine and the Historical Dengue Information-Aided Long Short Term Memory ...
2022
Li, Zhichao, Gurgel, Helen, Xu, Lei, Yang, Linsheng, Dong, Jinwei
Reflectance , Land Surface Temperature , Emissivity, Total Surface Precipitation Rate
Increasing shrinkage risk of endorheic lakes in the middle of farming-pastoral ecotone of Northern China
2022
Wang, Yanfang, Shen, Yanjun, Guo, Ying, Li, Bohao, Chen, Xiaolu, Guo, Xiaonan, Yan, Haiming
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance , Evapotranspiration , Latent Heat Flux
Insights to pre-and post-event stability analysis of rainfall-cum-anthropogenically induced recent Laxmanpuri landslide, Uttarakhand, India
2022
Peethambaran, Bipin, Kanungo, D. P., Anbalagan, R.
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
Instability of remote sensing based ecological index (RSEI) and its improvement for time series analysis
2022
Zheng, Zihao, Wu, Zhifeng, Chen, Yingbiao, Guo, Cheng, Marinello, Francesco
Land Use/Land Cover Classification , Reflectance , Land Surface Temperature , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Instant and delayed effects of March biomass burning aerosols over the
2022
Zhu, Anbao, Xu, Haiming, Deng, Jiechun, Ma, Jing, Hua, Shaofeng
Geopotential Height, Altitude, Surface Temperature , Upper Air Temperature, Dew Point Temperature, Air Temperature, Cloud Top Temperature, Atmospheric Winds , Surface Winds , U/V Wind Components, Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Cloud Top Pressure, Sea Level Pressure, Surface Pressure, Specific Humidity, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds, Skin Temperature, Aerosols , Aerosol Extinction, Aerosol Optical Depth/Thickness , Angstrom Exponent, Aerosol Particle Properties, Carbonaceous Aerosols, Dust/Ash/Smoke , Organic Particles, Sulfate Particles, Sulfur Oxides, Sulfur Compounds, Sulfate, Sulfur Dioxide , Sulfur Oxides, Particulate Matter, Dimethyl Sulfide, Black Carbon, Sea Salt, PARTICULATE MATTER (PM 2.5) , PARTICULATE MATTER (PM 1.0) , PARTICULATE MATTER (PM 10) , Total Surface Precipitation Rate, Aerosol Extinction, Aerosol Optical Depth/Thickness , Aerosol Optical Depth/Thickness , Aerosol Optical Depth/Thickness , Nitrogen Oxides , Particulates, Hydrogen Cyanide, Emissions, Non-methane Hydrocarbons/Volatile Organic Compounds, Fire Occurrence, Nitrogen Oxides , Carbon And Hydrocarbon Compounds, Aerosol Backscatter, Aerosol Radiance, Cloud Condensation Nuclei, Nitrate Particles, Trace Gases/Trace Species , Atmospheric Emitted Radiation, Emissivity, Optical Depth/Thickness, Radiative Flux, Reflectance , Transmittance, Atmospheric Stability, Humidity , Water Vapor Profiles, Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, Cloud Optical Depth/Thickness, Cloud Asymmetry, Cloud Ceiling, Cloud Frequency, Cloud Height, Cloud Vertical Distribution, Cloud Emissivity, Cloud Radiative Forcing, Cloud Reflectance, Rain Storms
MERRA-2 tavgM_2d_slv_Nx: 2d,Monthly mean,Time-Averaged,Single-Level,Assimilation,Single-Level Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TMNXSLV) at GES DISC MERRA-2 tavg1_2d_aer_Nx: 2d,1-Hourly,Time-averaged,Single-Level,Assimilation,Aerosol Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXAER) at GES DISC TRMM (TMPA) Precipitation L3 1 day 0.25 degree x 0.25 degree V7 (TRMM_3B42_Daily) at GES DISC OMI/Aura Near UV Aerosol Optical Depth and Single Scattering Albedo L3 1 day 1.0 degree x 1.0 degree V3 (OMAERUVd) at GES DISC TRMM (TMPA/3B43) Rainfall Estimate L3 1 month 0.25 degree x 0.25 degree V7 (TRMM_3B43) at GES DISC Global Fire Emissions Database, Version 4.1 (GFEDv4) MODIS/Terra Aerosol Cloud Water Vapor Ozone Monthly L3 Global 1Deg CMG
Influence of the Geographic Channel Effect on PM2.5 Concentrations over the Taipei Basin in Relation to Continental High-Pressure Systems during Winter
2022
Lai, Li-Wei, Lin, Chuan-Yao
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
Improved detection of abrupt change in vegetation reveals dominant fractional woody cover decline in Eastern Africa
2022
Abera, Temesgen Alemayehu, Heiskanen, Janne, Maeda, Eduardo Eiji, Hailu, Binyam Tesfaw, Pellikka, Petri K.E.
Reflectance , Anisotropy, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification , Population Density, Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area