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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
Local temperature impact of urban heat mitigation strategy based on WRF Chen, Jingqi, Dong, Na, Liu, Zhen, Chen, Yimin, Luo, Ming, Huang, Huabing Land Use/Land Cover Classification
Malaria risk assessment in Indonesia: a machine and deep learning Sakti, Anjar Dimara, Mahdani, Jasmine Nur, Muhammad, Hubbi Nashrullah, Sihotang, Elstri, Santoso, Cokro, Khairunnisah, Fauziyyah, Afina Nur, Rinawan, Fedri Ruluwedrata, Supardi, Khairunnisa, Caraka, Rezzy Eko, Wikantika, Ketut Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance, Evapotranspiration, Latent Heat Flux
Mantle upwelling at Afar triple junction shaped by overriding plate dynamics Watts, Emma J., Rees, Rhiannon, Jonathan, Philip, Keir, Derek, Taylor, Rex N., Siegburg, Melanie, Chambers, Emma L., Pagli, Carolina, Cooper, Matthew J., Michalik, Agnes, Milton, J. Andrew, Hincks, Thea K., Gebru, Ermias F., Ayele, Atalay, Abebe, Bekele, Gernon, Thomas M. RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
LUNTIAN: An Agent-Based Model of an Industrial Tree Plantation for Promoting Sustainable Harvesting in the Philippines Arnejo, Zenith, Gaudou, Benoit, Saqalli, Mehdi, Bantayan, Nathaniel Runoff, Soil Texture
Machine learning approaches for clear-sky Land Surface Albedo (LSA) retrieval using OCM-3 data over diverse Indian landscapes KURESHI, ALIYA M., PATHAK, VISHAL N., KARDANI, DISHA B., DAVE, JALPESH A., SHAH, DHIRAJ B., TURAKHIA, TEJAS P., GUJRATI, ASHWIN, PANDYA, MEHUL R., TRIVEDI, HIMANSHU J. Aerosol Optical Depth/Thickness, Albedo, Anisotropy
Machine learning data fusion for high spatio-temporal resolution Porcheddu, Andrea, Kolehmainen, Ville, Lahivaara, Timo, Lipponen, Antti Land Use/Land Cover Classification, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps
Machine learning-based winter wheat yield prediction using multisource Khosravani Shariati, Seyed Arash, Abbasi, Ali 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, Reflectance, Anisotropy, Emissivity, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Machine LearningBased Estimation of ClearSky Direct Aerosol Radiative Forcing Using Multisensor Satellite Observations Zhang, Lu, Li, Jing, Dong, Yueming, Ying, Tong, Zhang, Zhenyu, Liu, Guanyu, Zhang, Chongzhao Aerosol Extinction, Aerosol Optical Depth/Thickness, Aerosol Optical Depth/Thickness, Aerosol Optical Depth/Thickness, 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, Aerosol Backscatter, Aerosol Extinction, Aerosol Optical Depth/Thickness, Angstrom Exponent, Aerosol Particle Properties, Aerosol Radiance, Carbonaceous Aerosols, Dust/Ash/Smoke, Nitrate Particles, Organic Particles, Particulate Matter, Sulfate Particles, Optical Depth/Thickness, Radiative Flux, Reflectance, Cloud Condensation Nuclei
Machine-Learning-Based Monitoring of Night Sky Brightness Using Sky Zheng, Siyue, Chen, Yanrong, Eziz, Anwar, Kurban, Alishir, Van de Voorde, Tim, De Maeyer, Philippe Reflectance
Magnetic and magnetotelluric data integration to determine the origin of Siwa Oasis Lakes, Western Desert, Egypt Aldeep, Mohamed, Soliman, Mamdouh, Mesbah, Hany S. A., Gaweish, Wael R., Ali, Ahmed M., Meqbel, Naser, Zaher, Mohamed Abdel RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Magnitude, drivers, and patterns of gross primary productivity of rice Mahbub, Riasad Bin, Reba, Michele L., Runkle, Benjamin R.K. Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation, Reflectance
Low-Rank Gap Filling and Downscaling for SMAP Soil Moisture Datasets Beale, Kevin, Bras, Rafael L., Romberg, Justin Brightness Temperature, Surface Soil Moisture, Land Use/Land Cover Classification, Soil Classification, Soil Moisture/Water Content, Soil Temperature, Vegetation Water Content, SIGMA NAUGHT, Soil Bulk Density, Soil Moisture/Water Content, Soil Temperature, Soil Texture, Soil Texture, Land Surface Temperature, Precipitation Indices, Soil Moisture, Soil Temperature, Precipitation Amount
Lower growth and production of latewood intra-annual density fluctuations due to drought-triggered forest die-off Camarero, J. Julio, Colangelo, Michele, Gazol, Antonio, Gonzalez de Andres, Ester, Valeriano, Cristina 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
Mapping large-scale pantropical forest canopy height by integrating GEDI Qi, Wenlu, Armston, John, Choi, Changhyun, Stovall, Atticus, Saarela, Svetlana, Pardini, Matteo, Fatoyinbo, Lola, Papathanassiou, Konstantinos, Pascual, Adrian, Dubayah, Ralph Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, Digital Elevation/Terrain Model (DEM), LIDAR WAVEFORM, Terrestrial Ecosystems, Biomass, Glacier Elevation/Ice Sheet Elevation, Sea Ice Elevation, Terrain Elevation
Mapping mangrove deforestation and blue carbon loss in global supply chains between 2000 and 2019 Ge, Naishun, Xin, Yu, Tian, Peipei, Yu, Yang, Zhang, Zengkai, Zhong, Honglin, Feng, Kuishuang Coastal, Biomass, Wetlands, Canopy Characteristics, Vegetation Cover, Estuary, Erosion, Normalized Difference Vegetation Index (NDVI), Erosion, Land Resources, Mangroves, Anthropogenic/Human Influenced Ecosystems
Mapping Mountain Permafrost via GPR-Augmented Machine Learning in the Northeastern QinghaiTibet Plateau Xiao, Yao, Liu, Guangyue, Hu, Guojie, Zou, Defu, Li, Ren, Du, Erji, Wu, Tonghua, Wu, Xiaodong, Zhao, Guohui, Zhao, Yonghua, Zhao, Lin Land Surface Temperature, Emissivity
Mapping Multidimensional Poverty: The Case of Cambodia Acosta, Karina Land Use/Land Cover, Anthropogenic/Human Influenced Ecosystems, Sustainability
Mapping grain crop sowing date in smallholder systems using optical imagery Prudente, Victor Hugo Rohden, Garcia-Medina, Mariana, Krishna, Vijesh, Euler, Michael, Bhattarai, Nishan, Lerner, Amy M., McDonald, Andrew James, Sherpa, Sonam, Rajan, Harshit, Urfels, Anton, Carneiro de Santana, Cleverton Tiago, Jain, Meha Reflectance
Mapping heartwater risk in Guadeloupe using a combination of spatial modelling approaches Dufleit, Victor, Etter, Eric, Guerrini, Laure Reflectance
Mapping herbivore-accessible biomass across a heterogeneous mountain landscape using multisensor high-resolution UAV data Zuleger, Annika M., Viti, Martina M., Quoss, Luise, Dias, Filipe S., Borda-de-Agua, Luis, Bugalho, Miguel N., Pereira, Henrique M. Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps
Lack of evidence for alternative stable states in Northern Hemisphere Schild, Laura, Hebert, Raphael, Herzschuh, Ulrike, Laepple, Thomas Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification
Lagged precipitation effects on plant production across terrestrial biomes He, Lei, Wang, Jian, Peltier, Drew M. P., Ritter, Francois, Ciais, Philippe, Penuelas, Josep, Xiao, Jingfeng, Crowther, Thomas W., Li, Xing, Ye, Jian-Sheng, Sasaki, Takehiro, Zhou, Chenghu, Li, Zhao-Liang Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Vegetation Index
Lagged Soil Moisture Controls on the Persistence of Drought and Tripathy, Kumar P., Mishra, Ashok K., Kumar, Sujay V., Miralles, Diego G. Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature, Evaporation, Evapotranspiration, Rain, Snow, Canopy Characteristics, Leaf Characteristics, Vegetation Cover, Soil Moisture/Water Content, Soil Temperature, Albedo, Land Surface Temperature, Snow Water Equivalent, Runoff
Lake energy balance response to 21st century warming in the tropical Sae-Lim, Jarunetr (Nadia), Konecky, Bronwen L., Morrill, Carrie, Michelutti, Neal, Grooms, Christopher, Smol, John P. Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps
Lake surface water temperature in 2024 Shi, Kun, Wang, Xiwen, Qin, Yue, Woolway, R. Iestyn, Fleischmann, Ayan Santos, Piao, Shilong Land Surface Temperature, Emissivity
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