Global Land-Cover Mapping With Weak Supervision: Outcome of the 2020
2021
Robinson, Caleb, Malkin, Kolya, Jojic, Nebojsa, Chen, Huijun, Qin, Rongjun, Xiao, Changlin, Schmitt, Michael, Ghamisi, Pedram, Hansch, Ronny, Yokoya, Naoto
Land Use/Land Cover Classification
Global ecosystem-scale plant hydraulic traits retrieved using modeldata fusion
2021
Liu, Yanlan, Holtzman, Nataniel M., Konings, Alexandra G.
Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Rain, Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff , Vegetation Water Content, Skin Temperature, Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Global emissions of NH3, NOx, and N2O from biomass burning and the impact of climate change
2021
Bray, Casey D., Battye, William H., Aneja, Viney P., Schlesinger, William H.
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area, Vegetation Index , Landscape Patterns, 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
Global fuel moisture content mapping from MODIS
2021
Quan, Xingwen, Yebra, Marta, Riano, David, He, Binbin, Lai, Gengke, Liu, Xiangzhuo
Land Use/Land Cover Classification , Reflectance , Anisotropy, Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Global impact of landscape fire emissions on surface level PM2.5 concentrations, air quality exposure and population mortality
2021
Roberts, G., Wooster, M.J.
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
Global increase in wildfire risk due to climatedriven declines in fuel moisture
2021
Ellis, Todd M., Bowman, David M. J. S., Jain, Piyush, Flannigan, Mike D., Williamson, Grant J.
Land Use/Land Cover Classification , Photosynthesis, Primary Production, Vegetation Productivity
Global intercomparison of functional pyrodiversity from two satellite sensors
2021
Moreno, M. Vanesa, Laurent, Pierre, Mouillot, Florent
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
Global distribution, trends, and drivers of flash drought occurrence
2021
Christian, Jordan I., Basara, Jeffrey B., Hunt, Eric D., Otkin, Jason A., Furtado, Jason C., Mishra, Vimal, Xiao, Xiangming, Randall, Robb M.
Land Use/Land Cover Classification
Global dust optical depth climatology derived from CALIOP and MODIS
2021
Song, Qianqian, Zhang, Zhibo, Yu, Hongbin, Ginoux, Paul, Shen, Jerry
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, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Evapotranspiration estimates from an energy-water-balance model calibrated on satellite land surface temperature over the Heihe basin
2021
Paciolla, Nicola, Corbari, Chiara, Hu, Guangcheng, Zheng, Chaolei, Menenti, Massimo, Jia, Li, Mancini, Marco
Land Use/Land Cover Classification , Land Surface Temperature , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Evidence of Cascading Subglacial Water Flow at Jutulstraumen Glacier (Antarctica) Derived From Sentinel1 and ICESat2 Measurements
2021
Neckel, Niklas, Franke, Steven, Helm, Veit, Drews, Reinhard, Jansen, Daniela
Basins, Coastline, Grounding Line, Ice Shelves
Factors affecting COVID-19 outbreaks across the globe: Role of extreme climate change
2021
Nath, Debashis, Sasikumar, Keerthi, Nath, Reshmita, Chen, Wen
Population Size, Particulate Matter, Particulates
Factors affecting industrial localization of timber mills in Peninsular Malaysia by econometric and spatial analysis
2021
Zainul Armir, Nur Amira, Zakaria, Sarani, Begum, Rawshan Ara, Ariff, Noratiqah Mohd, Chamhuri, Norshamliza, Harun, Jalaluddin, Talib, Noorlaila Mohd, Kadir, Mohd Amin
Land Use/Land Cover Classification
Factors affecting the seasonal distribution and biomass of E. pacifica and T. spinifera along the Pacific coast of Canada: A spatiotemporal modelling ...
2021
Evans, Rhian, English, Philina A., Anderson, Sean C., Gauthier, Stephane, Robinson, Clifford L. K.
Sea Surface Temperature
Factors affecting urban electricity consumptiona case study in the Bangkok Metropolitan Area using an integrated approach of earth observation data and data analysis
2021
Nguyen, Can Trong, Nguyen, Diep Thi Hong, Phan, Diem Kieu
Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity
Exploring how groundwater buffers the influence of heatwaves on vegetation function during multi-year droughts
2021
Mu, Mengyuan, De Kauwe, Martin G., Ukkola, Anna M., Pitman, Andy J., Guo, Weidong, Hobeichi, Sanaa, Briggs, Peter R.
Land Surface Temperature , Emissivity
Exploring on the eco-climatic effects of land use changes in the influence area of the yellow river basin from 2000 to 2015
2021
Chi, Qian, Zhou, Shenghui, Wang, Lijun, Zhu, Mengyao, Liu, Dandan, Tang, Weichao, Cui, Yaoping, Lee, Jay
Land Surface Temperature , Emissivity, Albedo , Anisotropy
Exploring Short-Term Climate Change Effects on Rangelands and Broad-Leaved Forests by Free Satellite Data in Aosta Valley (Northwest Italy)
2021
Orusa, Tommaso, Borgogno Mondino, Enrico
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Plant Phenology, Evapotranspiration , Latent Heat Flux
Exploiting hierarchical features for crop yield prediction based on 3-D convolutional neural networks and multikernel gaussian process
2021
Qiao, Mengjia, He, Xiaohui, Cheng, Xijie, Li, Panle, Luo, Haotian, Tian, Zhihui, Guo, Hengliang
Land Surface Temperature , Emissivity
Exploration of an ice-cliff grounding zone in Antarctica reveals
2021
Owsianowski, Nils, Richter, Claudio
Ice Velocity, Basins, Coastline, Grounding Line, Ice Shelves
Exploratory analysis of carbonaceous PM2.5 species in urban environmentsRelationship with meteorological variables and satellite data
2021
Amarillo, Ana, Carreras, Hebe, Krisna, Trismono, Mignola, Marcos, Tavera Busso, Ivan, Wendisch, Manfred
Aerosol Optical Depth/Thickness , Reflectance , Snow Grain Size, Snow Cover
Expansion of pine into mid-elevation Himalayan oak forests: Patterns and drivers in a multiple-use landscape
2021
Das, Arundhati, Menon, Tarun, Ratnam, Jayashree, Thadani, Rajesh, Rajashekar, Gopalakrishnan, Fararoda, Rakesh, Shahabuddin, Ghazala
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
Exploring the relationship between high-resolution aerosol optical depth values and ground-level particulate matter concentrations in the Metropolitan Area of Sao Paulo
2021
Damascena, Aline Santos, Yamasoe, Marcia Akemi, Martins, Vitor Souza, Rosas, Jorge, Benavente, Noelia Rojas, Sanchez, Maciel Pinero, Tanaka, Nelson Ithiro, Saldiva, Paulo Hilario Nascimento
Aerosol Optical Depth/Thickness
Exploring the Sensitivity of Recurrent Neural Network Models for Forecasting Land Cover Change
2021
van Duynhoven, Alysha, Dragicevic, Suzana
Land Use/Land Cover Classification
Exploring viirs continuity with modis in an expedited capability for monitoring drought-related vegetation conditions
2021
Benedict, Trenton D., Brown, Jesslyn F., Boyte, Stephen P., Howard, Daniel M., Fuchs, Brian A., Wardlow, Brian D., Tadesse, Tsegaye, Evenson, Kirk A.
Reflectance