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Publications Citing LP DAAC Data

List of peer-reviewed publications that cite using LP DAAC data.
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Title Year Author Topic Dataset
A global 1-km downscaled SMAP soil moisture product based on thermal inertia theory Fang, Bin, Lakshmi, Venkat, Cosh, Michael, Liu, PangWei, Bindlish, Rajat, Jackson, Thomas J. Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A global 30-m ET model (HSEB) using harmonized Landsat and Sentinel-2, MODIS and VIIRSComparison to ECOSTRESS ET and LST Jaafar, Hadi, Mourad, Roya, Schull, Mitch Land Surface Temperature, Emissivity, Evapotranspiration
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 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 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 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
A global historical twice-daily (daytime and nighttime) land surface temperature dataset produced by AVHRR observations from 1981 to 2005 Li, Jia-Hao, Li, Zhao-Liang, Liu, Xiangyang, Duan, Si-Bo Land Use/Land Cover Classification, Reflectance, Land Surface Temperature, Emissivity
A global land aerosol fine-mode fraction dataset (2001-2020) retrieved from MODIS using hybrid physical and deep learning approaches Yan, Xing, Zang, Zhou, Li, Zhanqing, Luo, Nana, Zuo, Chen, Jiang, Yize, Li, Dan, Guo, Yushan, Zhao, Wenji, Shi, Wenzhong, Cribb, Maureen Reflectance
A Methodology to Generate Integrated Land Cover Data for Land Surface Model by Improving Dempster-Shafer Theory Huang, Anqi, Shen, Runping, Li, Yeqing, Han, Huimin, Di, Wenli, Hagan, Daniel Fiifi Tawia Land Use/Land Cover Classification
A mixed clustering-based approach for a territorial hydrological regionalization Rami, Oumaima, Hasnaoui, Moulay Driss, Ouazar, Driss, Bouziane, Ahmed Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps
A model for expressing industrial information based on object-oriented industrial heat sources detected using multi-source thermal anomaly data in China Ma, Caihong, Yang, Jin, Xia, Wei, Liu, Jianbo, Zhang, Yifan, Sui, Xin Fire Occurrence, Surface Thermal Properties, Land Surface Temperature, THERMAL ANOMALIES
A model framework to investigate the role of anomalous land surface processes in the amplification of summer drought across Ireland during 2018 Ishola, Kazeem A., Mills, Gerald, Fealy, Reamonn M., Fealy, Rowan Reflectance, Anisotropy, Land Surface Temperature, Emissivity
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
A multi-metric assessment of drought vulnerability across different vegetation types using high resolution remote sensing Chen, Qi, Timmermans, Joris, Wen, Wen, van Bodegom, Peter M. Evapotranspiration, Latent Heat Flux
A Multi-Perspective Assessment Method with a Dynamic Benchmark for Human Zhang, Fuguang, Zeng, Biao, Yang, Taibao, Zheng, Yuxuan, Cao, Ying Photosynthesis, Primary Production, Vegetation Productivity
A hybrid approach for integrated surface and subsurface hydrologic Delottier, H., Therrien, R., Young, N.L., Paradis, D. Evapotranspiration, Latent Heat Flux
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 low-order dynamical model for fire-vegetation-climate interactions Kim, Soong-Ki, Timmermann, Axel, Kim, Jin-Soo, Olson, Roman, An, Soon-Il Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
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 new approach for estimating spatial-temporal phreatic evapotranspiration at a regional scale using NDVI and water table depth measurements Zhao, Tianxing, Zhu, Yan, Ye, Ming, Yang, Jinzhong, Jia, Biao, Mao, Wei, Wu, Jingwei Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A multiscale land use regression approach for estimating intraurban spatial variability of PM2.5 concentration by integrating multisource datasets Shi, Yuan, Lau, Alexis Kai-Hon, Ng, Edward, Ho, Hung-Chak, Bilal, Muhammad Aerosol Optical Depth/Thickness
A neural network-based method for satellite-based mapping of sediment-laden sea ice in the Arctic Waga, Hisatomo, Eicken, Hajo, Light, Bonnie, Fukamachi, Yasushi Reflectance
A map of global peatland extent created using machine learning (Peat-ML) Melton, Joe R., Chan, Ed, Millard, Koreen, Fortier, Matthew, Winton, R. Scott, Martin-Lopez, Javier M., Cadillo-Quiroz, Hinsby, Kidd, Darren, Verchot, Louis V. Plant Phenology, Enhanced Vegetation Index (EVI), Vegetation Index, Normalized Difference Vegetation Index (NDVI)
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