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Title Year Author Topic Dataset
A framework for multivariate analysis of land surface dynamics and driving variablesA case study for Indo-Gangetic River Basins Uereyen, Soner, Bachofer, Felix, Kuenzer, Claudia Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A framework for near-real time monitoring of diversity patterns based on Paz, Andrea, Silva, Thiago S., Carnaval, Ana C. Reflectance
A framework to evaluate and elucidate the driving mechanisms of coastal sea surface pCO2 seasonality using an ocean general circulation model (MOM6 ... Roobaert, Alizee, Resplandy, Laure, Laruelle, Goulven G., Liao, Enhui, Regnier, Pierre Atmospheric Carbon Dioxide
A framework to integrate innovations in invasion science for proactive van Rees, Charles B., Hand, Brian K., Carter, Sean C., Bargeron, Chuck, Cline, Timothy J., Daniel, Wesley, Ferrante, Jason A., Gaddis, Keith, Hunter, Margaret E., Jarnevich, Catherine S., McGeoch, Melodie A., Morisette, Jeffrey T., Neilson, Matthew E., Roy, Helen E., Rozance, Mary Ann, Sepulveda, Adam, Wallace, Rebekah D., Whited, Diane, Wilcox, Taylor, Kimball, John S., Luikart, Gordon Land Surface Temperature, Emissivity
A full physics algorithm to retrieve nighttime sea surface temperature with IASI: Toward an independent homogeneous long time-series for climate studies Capelle, Virginie, Hartmann, Jean-Michel, Crevoisier, Cyril 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 full-coverage estimation of PM2.5 concentrations using a hybrid XGBoost-WD model and WRF-simulated meteorological fields in the Yangtze River Delta Urban Agglomeration, China Wang, Jiajia, He, Li, Lu, Xiaoman, Zhou, Liguo, Tang, Haoyue, Yan, Yingting, Ma, Weichun Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps
A graph neural network (GNN) approach to basin-scale river network learning: the role of physics-based connectivity and data fusion Sun, Alexander Y., Jiang, Peishi, Yang, Zong-Liang, Xie, Yangxinyu, Chen, Xingyuan Heat Flux, Soil Heat Budget
A GWR downscaling method to reconstruct high-resolution precipitation dataset based on GSMaP-Gauge data: A case study in the Qilian Mountains, Northwest China Wang, Hong, Zang, Fei, Zhao, Chuanyan, Liu, Chenli Total Surface Precipitation Rate
A hierarchical category structure based convolutional recurrent neural network (HCS-ConvRNN) for Land-Cover classification using dense MODIS Time-Series data Li, Jiayi, Zhang, Ben, Huang, Xin Land Use/Land Cover Classification, Reflectance, Anisotropy
A high resolution spatiotemporal fine particulate matter exposure assessment model for the contiguous United States Brokamp, Cole Aerosol Optical Depth/Thickness
A high spatial resolution land surface phenology dataset for AmeriFlux and NEON sites Moon, Minkyu, Richardson, Andrew D., Milliman, Thomas, Friedl, Mark A. Plant Phenology, Land Use/Land Cover, Enhanced Vegetation Index (EVI), Leaf Characteristics
A high-resolution Antarctic grounding zone product from ICESat-2 laser altimetry Li, Tian, Dawson, Geoffrey J., Chuter, Stephen J., Bamber, Jonathan L. Ice Velocity, Grounding Line, Glacier Elevation/Ice Sheet Elevation
A high-resolution fuel type mapping procedure based on satellite imagery and neural networks: Updating fuel maps for wildfire simulators Lopez-De-Castro, Marcos, Prieto-Herraez, Diego, Asensio-Sevilla, Maria Isabel, Pagnini, Gianni Land Surface Temperature, Emissivity, REFLECTED INFRARED, THERMAL INFRARED, VISIBLE IMAGERY, Visible Radiance, Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps
A Fully Unsupervised Machine Learning Framework for Algal Bloom Ananias, Pedro Henrique M., Negri, Rogerio G., Dias, Mauricio A., Silva, Erivaldo A., Casaca, Wallace Land Surface Temperature, Emissivity
A fuzzy logic framework to handle uncertainty in remote sensingbased hydrological data for water budget improvement across midand smallscale basins Kayan, Gokhan, Turker, Umut, Erten, Esra Total Surface Precipitation Rate
A fuzzy-based flood warning system using 19-year remote sensing time series data in the Google Earth Engine cloud platform Rostami, Amirhossein, Akhoondzadeh, Mehdi, Amani, Meisam Total Surface Precipitation Rate
A generalized model to predict large-scale crop yields integrating Ji, Zhonglin, Pan, Yaozhong, Zhu, Xiufang, Zhang, Dujuan, Wang, Jinyun Plant Phenology, Enhanced Vegetation Index (EVI)
A Geographically Weighted Random Forest Approach to Predict Corn Yield Khan, Shahid Nawaz, Li, Dapeng, Maimaitijiang, Maitiniyazi Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A Geometry-Discrete Minimum Reflectance Aerosol Retrieval Algorithm Zhang, Tianhao, Wang, Lunche, Zhao, Bin, Gu, Yu, Wong, Man Sing, She, Lu, Xia, Xinghui, Dong, Jiadan, Ji, Yuxi, Gong, Wei, Zhu, Zhongmin Albedo, Anisotropy
A geostatistical approach to compare metal accumulation pattern by lichens in plain and mountainous regions of northern and central India Bajpai, Rajesh, Shukla, Vertika, Raju, Ashwani, Singh, Chandra Prakash, Upreti, Dalip Kumar Population Density
A global dataset of annual urban extents (19922020) from harmonized nighttime lights Zhao, Min, Cheng, Changxiu, Zhou, Yuyu, Li, Xuecao, Shen, Shi, Song, Changqing Population Size
A global dataset of spatiotemporally seamless daily mean land surface temperatures: generation, validation, and analysis Hong, Falu, Zhan, Wenfeng, Gottsche, Frank-M., Liu, Zihan, Dong, Pan, Fu, Huyan, Huang, Fan, Zhang, Xiaodong Surface Pressure, Air Temperature, Specific Humidity, Surface Winds, Wind Speed, Geopotential Height
A global drought dataset of standardized moisture anomaly index incorporating snow dynamics (SZIsnow) and its application in identifying large-scale ... Tian, Lei, Zhang, Baoqing, Wu, Pute 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
A global evaluation of IMERG precipitation occurrence using SMAP detected soil moisture change Surface Soil Moisture
A global forest reference set with time series annual change information from 2000 to 2020 Guo, Jing, Zhu, Zhiliang, Gong, Peng Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area
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