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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 global, spatially granular techno-economic analysis of offshore green ammonia production Salmon, Nicholas, Banares-Alcantara, Rene Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI)
A global-drive analysis of ecosystem respiration in the Arctic and Third Pole Ma, Xiaoliang, He, Panxing, Zeng, Yiyan, Ma, Jun, Wu, Xiaodong 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, Discharge, Soil Depth, Biomass, Albedo, Leaf Characteristics, Photosynthetically Active Radiation, Carbon, Respiration Rate, Atmospheric Water Vapor
A Google Earth Engine approach for wildfire susceptibility prediction fusion with remote sensing data of different spatial resolutions Tavakkoli Piralilou, Sepideh, Einali, Golzar, Ghorbanzadeh, Omid, Nachappa, Thimmaiah Gudiyangada, Gholamnia, Khalil, Blaschke, Thomas, Ghamisi, Pedram 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 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 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 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 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 GeoNEX-based high spatiotemporal resolution product of land surface downward shortwave radiation and photosynthetically active radiation Li, Ruohan, Wang, Dongdong, Wang, Weile, Nemani, Ramakrishna Geopotential Height, Altitude, Surface Temperature, Skin 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, Total Ozone, Albedo, Anisotropy
A global 0.05 dataset for gross primary production of sunlit and shaded vegetation canopies from 1992 to 2020 Bi, Wenjun, He, Wei, Zhou, Yanlian, Ju, Weimin, Liu, Yibo, Liu, Yang, Zhang, Xiaoyu, Wei, Xiaonan, Cheng, Nuo Reflectance, Photosynthesis, Primary Production, Vegetation Productivity
A landscape evolution modeling approach for predicting threedimensional soil organic carbon redistribution in agricultural landscapes Kwang, Jeffrey S., Thaler, Evan A., Quirk, Brendon J., Quarrier, Caroline L., Larsen, Isaac J. Carbon, Carbon, Soil Erosion
A large but transient carbon sink from urbanization and rural depopulation in China 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 21-Year Time Series of Global Leaf Chlorophyll Content Maps From MODIS Imagery Xu, Mingzhu, Liu, Ronggao, Chen, Jing M., Liu, Yang, Wolanin, Aleksandra, Croft, Holly, He, Liming, Shang, Rong, Ju, Weimin, Zhang, Yongguang, He, Yuhong, Wang, Rong Reflectance
A 250 m resolution global leaf area index product derived from MODIS surface reflectance data Xiao, Zhiqiang, Song, Jinling, Yang, Hua, Sun, Rui, Li, Juan Reflectance, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
A Bayesian Domain Adversarial Neural Network for Corn Yield Prediction Ma, Yuchi, Zhang, Zhou Reflectance, Anisotropy
A fractional land use change model for ecological applications Kapitza, Simon, Golding, Nick, Wintle, Brendan A. Carbon, Nitrogen, Soil Water Holding Capacity, Soil Bulk Density, Soil Chemistry, Soil Classification, Soil Moisture/Water Content, Soil Horizons/Profile
A framework for near-real time monitoring of diversity patterns based on Paz, Andrea, Silva, Thiago S., Carnaval, Ana C. Reflectance
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-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 Machine Learning Framework for the Classification of Natura 2000 Sittaro, Fabian, Hutengs, Christopher, Semella, Sebastian, Vohland, Michael Reflectance
A machine learning method for inland water detection using CYGNSS data Ghasemigoudarzi, Pedram, Huang, Weimin, De Silva, Oscar, Yan, Qingyun, Power, Desmond Reflectance, Total Surface Water
A marine isotope stage 11 coastal Acheulian workshop with associated Herries, Andy I. R., Arnold, Lee J., Boschian, Giovanni, Blackwood, Alexander F., Wilson, Coen, Mallett, Tom, Armstrong, Brian, Demuro, Martina, Petchey, Fiona, Meredith-Williams, Matthew, Penzo-Kajewski, Paul, Caruana, Matthew V. Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps
A mechanistic assessment of urban heat island intensities and drivers across climates Zhang, Ziyan, Paschalis, Athanasios, Mijic, Ana, Meili, Naika, Manoli, Gabriele, van Reeuwijk, Maarten, Fatichi, Simone Urban Lands, Land Use/Land Cover, Urbanization/Urban Sprawl, Infrastructure, Land Surface Temperature, Emissivity
A modified NRCS-CN method for eliminating abrupt runoff changes induced by the categorical antecedent moisture conditions Sharma, Ishan, Mishra, S.K., Pandey, Ashish, Kumre, S.K. Land Use/Land Cover Classification
A morphological typology for the Kranzhugel of the Greater Western Jazira and its impact upon interpretations of Early Bronze Age north-eastern Syria Smith, Stefan L. Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps
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