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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
Novel Hybrid Machine Learning Framework for Agroecological Zoning in a Tropical Data-Scarce Region: Case Study of the South-Kivu, Eastern D.R. Congo Kulimushi, Luc Cimusa, Mondo, Jean Mubalama, Bashagaluke, Janvier Bigabwa, Bisimwa, Aime Heri-Kazi, Balezi, Alphonse Zihalirwa, Majaliwa, Jackson-Gilbert M., Kahindo, Charles, Singh, Sudhir Kumar, Ray, Ram Lakhan, Karume, Katcho Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity
Investigating the spatiotemporal behavior of VIC model parameters over the Tibetan plateau via global sensitivity analysis and machine learning Li, Yazhen, Che, Tao, Dai, Liyun, Wu, Adan, Wang, Jing Soil Classification, Soil Chemistry, Soil Bulk Density, Nitrogen, Carbon, Soil Horizons/Profile, Soil Moisture/Water Content, Soil Water Holding Capacity
Increasing control of vapor pressure deficit on the end of the growing season in boreal forest Wang, Meiyu, Zhao, Jianjun, Zhou, Yuyu, Zhang, Hongyan, Zhang, Zhengxiang, Xiong, Tao, Wang, Yeqiao Land Use/Land Cover Classification
InSAR Deformation Analysis and Response Mechanism of Retrogressive Thaw Slumps in Permafrost Region of the QinghaiTibet Engineering Corridor Chi, Yintong, He, Yi, Huo, Tianbao, Li, Hongzhe, Chen, Jian Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity, Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps
Interannual variability of spring dust column mass concentration over Zhang, Hailiang, He, Qing, Aihaiti, Ailiyaer, Li, Yongkang, Zeng, Kang, Jiang, Hong, Liao, Qimei Land Use/Land Cover Classification, Aerosols, Aerosol Extinction, Aerosol Optical Depth/Thickness, Angstrom Exponent, Aerosol Particle Properties, Carbonaceous Aerosols, Dust/Ash/Smoke, Organic Particles, Sulfate Particles, Sulfur Oxides, Sulfur Compounds, Sulfate, Sulfur Dioxide, Sulfur Oxides, Particulate Matter, Dimethyl Sulfide, Black Carbon, Sea Salt, PARTICULATE MATTER (PM 2.5), PARTICULATE MATTER (PM 10), PARTICULATE MATTER (PM 1.0), Emissions, UV Aerosol Index, Gas/Aerosol Composition, Deposition
Methodological sensitivities when identifying dryland degradation: case studies from two Australian regions Zhang, Xinyue, Evans, Jason P., Fisher, Adrian G. Vegetation Index, Normalized Difference Vegetation Index (NDVI), Vegetation Index, Enhanced Vegetation Index (EVI)
Microspherules, meltglass, and nanoparticles from the Younger Dryas boundary layer at White Pond, USA Moore, Christopher R., LeCompte, Malcolm A., West, Allen, Baalousha, Mohammed, Bizimis, Michael, Mallinson, David J., Brooks, Mark J., Goodyear, Albert C., Ferguson, Terry A., Mitra, Siddhartha, Lane, Chad S., Them, Theodore R., Pyne-ODonnell, Sean, Wolbach, Wendy S., Adedeji, Victor, Harris, M. Scott, Alam, Mahbub, Kletetschka, Gunther, Defant, Marc J., Martinez-Colon, Michael, Taylor, Sean G., Stone, Peter A., Abbott, Dallas H., Witwer, Timothy Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps
Microwave Remote Sensing and Risk Matrix Assessment for Climate Change Fontgalland, Isabel L. M., Fontgalland, Glauco Brightness Temperature, Surface Soil Moisture
Minimal impact of recent decline in C4 vegetation abundance on atmospheric carbon isotopic composition Lavergne, Alienor, Harrison, Sandy P., Atsawawaranunt, Kamolphat, Dong, Ning, Prentice, Iain Colin Land Use/Land Cover Classification, Vegetation Index, Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo, Reflectance, Landscape Patterns
Minimum-Time Dubins Airplane Inspection Tours with Visibility and Dwell Time Constraints Hague, Collin, Willis, Andrew, Maity, Dipankar, Wolek, Artur RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Model sensitivity across scales: a case study of simulating an offshore low-level jet Hawbecker, Patrick, Lassman, William, Juliano, Timothy W., Kosovic, Branko, Haupt, Sue Ellen Sea Surface Temperature, 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, Sea Surface Topography, Vertical Profiles, Ozone Profiles, Sea Surface Temperature, Sea Surface Temperature, Sea Surface Temperature, Sea Surface Temperature, Longwave Radiation, Shortwave Radiation, Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Temperature, Soil Infiltration, Soil Infiltration, Soil Moisture/Water Content, Surface Soil Moisture, Root Zone Soil Moisture, Soil Moisture/Water Content, Evaporation, Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation, Snow/Ice, Snow Depth, Snow Melt, Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI), Heat Flux, Heat Flux, Heat Flux, Heat Flux, Longwave Radiation, Shortwave Radiation, Water Vapor Tendency, Water Vapor Flux, Cloud Dynamics, Cloud Microphysics, Ice Fraction, Sea Surface Skin Temperature, Skin Temperature
Meta-analysis of North American Arctic and boreal aboveground biomass datasets: assessing accuracy, dynamics, and similarities Liang, Wanwan, Bauck, Kirsten, Maloney, Devon, Hoy, Elizabeth, Montesano, Paul, Lara, Mark J, Yang, Daryl, Forsythe, Jeremy, Duncanson, Laura, Walker, Xanthe, Wang, Jonathan A Biomass, Forests, Grasslands, Alpine/Tundra, Carbon, Vegetation Cover, Land Use/Land Cover Classification, Land Use Classes, Biomass Dynamics
Meteorological to agricultural drought transitions compounded by heat waves in historical and future climates Short Gianotti, Daniel J., Gannon, Meriah J., Entekhabi, Dara Brightness Temperature, Surface Soil Moisture, 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, Tropospheric Ozone, Sulfur Dioxide, Surface Temperature, Cloud Fraction
Mechanisms of wetland deterioration in a sinking deltaic lagoon Donatelli, Carmine, Fichot, Cedric, Fagherazzi, Sergio Suspended Solids, Estuary, Inundation, Sediments, Sediment Transport, Sediment Transport, Subsidence, Subsidence
Mercury Cycling Across a US Semi-Arid Mountain Ecosystem Elevation Miller, Hannah R., Janssen, Sarah E., Taylor, Scott A., Gerson, Jacqueline R., McIntosh, Tyler L., Hinckley, EveLyn S. Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification
Mapping the structural diversity of Central African and Western US forests using GEDI Schneider, Fabian D., Dean, Morgan, Ordway, Elsa M., Libalah, Moses B., Ferraz, Antonio Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation
Mapping Evapotranspiration and Diffuse Recharge via Variational Mahmood, Asif, Farhadi, Leila Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Mapping field-scale daily evapotranspiration using unbiased spatio-temporal fusion approach over heterogeneous surface Guo, Aoxiang, Huang, Sunweiyu, Song, Lisheng, Chu, Dong, Liu, Desheng LIDAR WAVEFORM, Canopy Characteristics, Terrain Elevation
Mapping Forest Canopy Height via Self-Attention Multisource Feature Fusion and a Blending-Based Heterogeneous Ensemble Model Tian, Jing, Zhang, Pinghao, Dong, Pinliang, Shan, Wei, Guo, Ying, Li, Dan, Wang, Qiang, Mei, Xiaodan Terrain Elevation, Vegetation Height
Mapping and modelling land degradation vulnerability in a semi-arid Klc, Mirac RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Intercomparison of Earth Observation products for hyper-resolution Garcia-Garcia, Almudena, Stradiotti, Pietro, Di Paolo, Federico, Filippucci, Paolo, Fischer, Milan, Orsag, Matej, Brocca, Luca, Peng, Jian, Dorigo, Wouter, Gruber, Alexander, Droppers, Bram, Wanders, Niko, Haag, Arjen, Weerts, Albrecht, Modiri, Ehsan, Rakovec, Oldrich, Frances, Felix, DallAmico, Matteo, Anderson, Martha, Hain, Christopher, Samaniego, Luis Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux, Surface Soil Moisture
Interpreting Changes in Global Methane Budget in a Chemistry-Climate He, Jian, Naik, Vaishali, Horowitz, Larry W. Land Use/Land Cover Classification, Vegetation Index, Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo, Reflectance
Machine learning-based high resolution spatial economic modeling of biomass energy potential in Southeast Asia Sakti, Anjar Dimara, Prakoso, Tirto, Santoso, Cokro, Milliandza, Juan Andrean, Putra Garniwa, Pranda Mulya, Susantoro, Tri Muji, Wikantika, Ketut, Harto, Agung Budi RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Machine and deep learning-based forecast of Tehran's accelerating nighttime surface heat island crisis Zargari, Motahhareh, Ghader, Sarmad, Perez, Isidro A., Garcia, M. Angeles Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Machine learning analysis of Iran's wildfire landscape and anthropogenic influences Sadra, Nasim, Nikoo, Mohammad Reza, Nazari, Rouzbeh, Karimi, Maryam, Uddin, Md Galal, Gandomi, Amir H. Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Fire Dynamics, Surface Radiative Properties, Land Surface Temperature
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