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Publications Citing Land Surface Data

List of peer-reviewed publications that cite using Land Surface data.
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Title Year Author Topic Dataset
A Deep Learning Approach for High-Resolution Canopy Height Mapping in Chamberlin, Andrew J., Liu, Zac Yung-Chun, Cross, Christopher G. L., Pourtois, Julie, Siregar, Iskandar Zulkarnaen, Nurrochmat, Dodik Ridho, Setiawan, Yudi, Webb, Kinari, Hopkins, Skylar R., Sokolow, Susanne H., De Leo, Giulio A. Biomass, Land Use/Land Cover, Degradation, Land Use/Land Cover Classification, Deforestation, Canopy Characteristics, Carbon, Digital Elevation/Terrain Model (DEM), Lidar
A Deep Learning Approach to Downscaling Microwave Land Surface Waring, Abigail Marie, Ghent, Darren, Moffat, David, Jimenez, Carlos, Remedios, John Emissivity, Vegetation Index, Snow Cover, Emissivity, Vegetation Index, Snow Cover, Land Surface Temperature
A deep learning method for generating gap-free FAPAR time series from Zhang, Guodong, Yin, Gaofei, Zhao, Wei, Wang, Meilian, Verger, Aleixandre Land Use/Land Cover Classification
A global land-use data cube 19922020 based on the Human Appropriation of Net Primary Production Matej, Sarah, Weidinger, Florian, Kaufmann, Lisa, Roux, Nicolas, Gingrich, Simone, Haberl, Helmut, Krausmann, Fridolin, Erb, Karl-Heinz Land Use/Land Cover Classification
A global long-term daily multilayer soil moisture dataset derived from machine learning Wei, Zeyang, Wei, Lifei, Wang, Ting, Lu, Qikai, Tian, Shuang, Zhang, Fei, Zhong, Yanfei 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, Land Use/Land Cover Classification
A global near real-time dataset of Microwave Integrated Drought Index from the Fengyun-3 satellites Zhang, Anzhi, Gao, Hao, Xu, Ronghan, Li, Xiaoqing, Zhao, Huichen, Jia, Gensuo Precipitation, Rain, Precipitation Amount, Precipitation Rate, Snow, Vegetation Water Content, Soil Moisture/Water Content, Skin Temperature, Land Use/Land Cover Classification
A Global Regionalisation of Tree Functional Capacity Jimenez, Yohana G., Paz, Andrea, BialicMurphy, Lalasia, Crowther, Thomas, Maynard, Daniel S. Land Use/Land Cover Classification
An urban integration approach of green roofs and rooftop photovoltaics towards carbon neutrality and biodiversity enhancement Kokkoris, Ioannis P., Skandalos, Nikolaos, Karamanis, Dimitrios RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
An investigation of the impact of Canadian wildfires on US air quality using model, satellite, and ground measurements Xue, Zhixin, Udaysankar, Nair, Christopher, Sundar A. Fire Occurrence, Surface Thermal Properties, Land Surface Temperature, THERMAL ANOMALIES, Fire Ecology, Biomass Burning, Wildfires, Burned Area, Aerosol Optical Depth/Thickness, Aerosol Backscatter, Aerosol Extinction, 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
An online tool and open database for curve number (CN) data retrieval in Kourtis, Ioannis M., Perdikaki, Martha, Zacharakis, Ioannis, Zotou, Ioanna, Vangelis, Harris, Kallioras, Andreas, Tsihrintzis, Vassilios A. Runoff, Soil Texture
An improved framework to prioritize sub-watersheds: Construction of Watershed Morphometric Composite Index (WMCI) for mountain soil conservation Ghimire, Shravan Kumar, Lu, Yafeng, Wang, Yukuan Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps
An integrated assessment of proxies for forest degradation: supporting SDG 15.2 in the Korean Peninsula Lamchin, Munkhnasan, Lim, Chul-Hee, Song, Cholho, Roh, Minwoo, Lee, Woo-Kyun Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Biomass, Forests, Grasslands, Alpine/Tundra
An Integrated Framework for NDVI and LAI Forecasting with Climate Factors: A Case Study in Oujiang River Basin, Southeast China Bai, Zhixu, Wu, Qianwen, Zhou, Minjie, Tian, Ye, Sun, Jiongwei, Jiang, Fangqing, Xu, Yue-Ping Vegetation Index, Normalized Difference Vegetation Index (NDVI)
An integrated framework for port-hinterland connection vulnerability to Bayazit, Seyma RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps
An integrated geographic information system (GIS) and analytical hierarchy process (AHP)-based approach for drone-optimized large-scale flood imaging Nazir, Muhammad Farhan, Atif, Salman, Hussain, Ejaz Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps
An Integrated Study of Highway Pavement Subsidence Using Ground-Based Frid, Michael, Helman, Amit, Sharf, Dror, Frid, Vladi, Elias, Wafa, Blumberg, Dan G. RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
An integrative methodology to estimate high-resolution carbon stock and Fuentes-Castillo, Taryn, Grau-Neira, Aaron, Morales-Santana, Eduardo, Rus-Valledor, Deelan, Trejo-Cancino, David, Pascual, Adrian, Perez-Quezada, Jorge F. Reflectance
An efficient knowledge-driven method for generating complex labels on geological maps Wang, Yanggang, Hao, Lirong, Li, Li, He, Xuezhou Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps
An end-to-end pipeline based on a Two-Dimensional Convolutional Neural Network for monitoring desertification in Africa using remote sensing images Chouikhi, Farah, Abbes, Ali Ben, Farah, Imed Riadh Reflectance
An enhanced phenology dataset for global drylands from 2001 to 2019 Dong, Yuqi, Zhou, Yu, Zhang, Li, Tian, Feng, Xie, Qiaoyun, Chen, Yiyang, Ruan, Linlin, Zhang, Bo Land Use/Land Cover Classification, Reflectance, Anisotropy, Plant Phenology, Enhanced Vegetation Index (EVI), Vegetation Index, Plant Phenological Changes, Plant Characteristics, Vegetation Cover
An Ensemble Machine Learning Approach for High-Resolution Estimation of Groundwater Storage Anomalies Yuan, Yanbin, Shen, Dongyang, Cao, Yang, Wang, Xiang, Zhang, Bo, Dong, Heng 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, Total Surface Precipitation Rate
An ensemble machine learning approach for predicting groundwater storage for sustainable management of water resources Uddin, Mohammed Sakib, Mitra, Bijoy, Mahmud, Khaled, Rahman, Syed Masiur, Chowdhury, Shakhawat, Rahman, Muhammad Muhitur 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, Ground Water
An annual cropland extent dataset for Africa at 30 m spatial resolution from 2000 to 2022 Lou, Zihang, Peng, Dailiang, Shi, Zhou, Wang, Hongyan, Liu, Ke, Zhang, Yaqiong, Yan, Xue, Chen, Zhongxing, Ye, Su, Yu, Le, Hu, Jinkang, Lv, Yulong, Peng, Hao, Zhang, Yizhou, Zhang, Bing Crop/Plant Yields, Landscape Patterns, Cropland, Land Use/Land Cover Classification
An Artificial IntelligenceBased Framework for Modeling Vegetation Photosynthesis Anomalies in India Corresponding to Tropical Oceanic Variability Varghese, Roma, Behera, Swadhin, Behera, Mukunda Dev Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration, Wind Speed, Rain, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Cover, Snow Depth, Snow Water Equivalent, Runoff, Land Use/Land Cover Classification
An Assessment of Aerosol Optical Depth (AOD) for Air Quality Monitoring in India and Adjoining Regions During Post-Monsoon Season Using EOS-6 OCM Mishra, Manoj K., Shameela, S. F., Kumar, Raj 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, Fire Dynamics, Surface Radiative Properties, Land Surface Temperature
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