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Publications Citing Land Surface Data

List of peer-reviewed publications that cite using Land Surface data.
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Climate Change Sensitivity and Regional Differences of the Upper Limit of Montane Deciduous BroadLeaved Forests Across the Northern Hemisphere Li, Youheng, Han, Fang, Li, Chuanrong, Li, Kun, Li, Xiaoyong, Lv, Yan, Xu, Xiaolong, Zhao, Junxin, Lei, Ziqiang RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Pantropical moist forests are converging towards a middle leaf longevity Xue, Meimei, Yang, Xueqin, Chen, Xiuzhi, Ciais, Philippe, Zhou, Liming, Reich, Peter B., Xiao, Jingfeng, Li, Xing, Xiao, Xiangming, Green, Julia K., Chen, Jing Ming, Liu, Jane, Shang, Jiali, Luo, Xiangzhong, Tian, Jie, Liu, Hui, Zhu, Peng, Yan, Kai, Fu, Xinyue, Han, Liusheng, Yuan, Wenping, Wu, Chaoyang Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity, Total Surface Precipitation Rate
Phenology-Aligned multi-task temporal fusion framework for satellite-based triple-seasonal rice yield estimation in Southeast Asia Lin, Zhixian, Guan, Kaiyu, Wang, Sheng, Zhou, Qu, You, Liangzhi, Chen, Xuan, Luo, Xiangzhong, Zhao, Kejie Primary Production, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Gross Primary Production (gpp), Reflectance
Physical presence, practical absence: Accessibility of timber inventory in the eastern US Dhungel, Gaurav, Baker, Justin, Henderson, Jesse D. DISTURBANCE, Deforestation, Forests
Physically interpretable AlphaEarth foundation model embeddings enable LLM-based land surface intelligence Rahman, Mashrekur Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Population Density
Physics-guided deep learning for geostationary satellite-based Fan, Chunquan, Zhang, Yiru, Chen, Rui, Zhang, Hongguo, Yin, Jianpeng, Li, Yanxi, He, Binbin, Quan, Xingwen Surface Soil Moisture
PhysicsConstrained Network for Enhanced ExtendedRange Precipitation Forecasting in East Asia Wang, Yudan, Chen, Huimin, Wu, Hao, Liu, Jane, Yuan, Huiling, Cao, Shuya, Wang, Tijian, Zhuang, Bingliang RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain
Post-disturbance ice-wedge degradation in Alaskan tundra fire scars using space-for-time substitution remote sensing Rettelbach, T, Bader, J, Groenke, B, Helm, V, Langer, M, Freytag, J-C, Grosse, G Active Layer, Freeze/Thaw, Permafrost, Soil Depth
Post-Monsoon Pollution Events in the Indo-Gangetic Plain Using 18 Years Sinnathamby, Selviga, Safieddine, Sarah, DoutriauxBoucher, Marie, Coheur, Pierre, Clerbaux, Cathy Fire Dynamics, Surface Radiative Properties, Land Surface Temperature
Potential Capabilities of UAV-Borne Ground Penetrating Radar for Remote Sensing of Active-Layer Tundra Soil Thickness and Moisture Muzalevskiy, K. V. Soil Texture, Active Layer, Cation Exchange Capacity, Soil Moisture/Water Content, Soil Bulk Density, Soil Porosity, Organic Matter
Plant diversity within communities, not among them, stabilizes grassland productivity across spatial scales Huang, Mengjiao, Granjel, Rodrigo R., Montoya, Daniel, Xiao, Yao, Liu, Xiang, Hautier, Yann 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
Plant diversity's positive effect on soil respiration diminishes with increasing productivity in global forests Laffitte, Benjamin, Yang, Zhihan, Jian, Jinshi, Ciais, Philippe, Chen, Lei, Yang, Yunfeng, Chen, Xinli, Huang, Ni, Zhou, Tao, Pei, Xiangjun, Tang, Xiaolu Soil Respiration, Ecosystem Functions, Soil Respiration
Pre-Fire Fuel Conditions Are Dominant Drivers of Burn Severity in the WardBaranyay, M., Lee, C., PascoliniCampbell, M., Sousa, D., Kinoshita, A. M. Land Surface Temperature, Evapotranspiration, Viewing Geometry, Geolocation, Infrared Radiance, Visible Radiance, Canopy Characteristics
Phenophase-specific climate impacts and legacy effects govern autumn Li, Yizhuo, Zhang, Yuan, Wang, Anzhi Land Use/Land Cover Classification, Reflectance, Enhanced Vegetation Index (EVI)
Photosynthetic Recovery Dynamics Reveal Declining Vegetation Functional Behera, Subhrasita, Diao, Chan, Bathiany, Sebastian, Boers, Niklas, Dutta, Debsunder 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
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)
Outlet glacier seasonal terminus prediction using interpretable machine learning Shionalyn, Kevin, Catania, Ginny, Trugman, Daniel T., Shahin, Michael G., Stearns, Leigh A., Felikson, Denis Ice Velocity, Bathymetry, Bed Elevation, Glacier/Ice Sheet Thickness, Terrain Elevation, Sea Surface Temperature
Ozone mitigates extended growing season and enhanced vegetation greenness driven by environmental change Yin, Hao, Meng, Lin, Richardson, Andrew D., Martin, Maria Val, Mao, Jiafu, Li, Huidong, Gilligan, Jonathan M., Bhattarai, Hemraj, Tai, Amos P. K. Tropospheric Ozone, Tropopause, Methane, Atmospheric Ozone, Surface Pressure, Outgoing Longwave Radiation, Surface Temperature, Air Temperature, Upper Air Temperature, Layered Precipitable Water, Total Precipitable Water, Water Vapor Profiles, Cloud Fraction, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Precipitation Rate, Emissivity, Skin Temperature, Sea Surface Temperature
PeatDepth-ML: a global map of peat depth predicted using machine learning Skye, Jade, Melton, Joe R., Goldblatt, Colin, Gallego-Sala, Angela, Garneau, Michelle, Winton, Scott Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI), Photosynthesis, Primary Production, Vegetation Productivity, Normalized Difference Vegetation Index (NDVI), Vegetation Index, Brightness Temperature, Surface Soil Moisture
Persistent 20232025 Wildfire Extremes in Canada Produced Unprecedented Emissions and AirQuality Impacts Chen, Yang, Field, Robert D., Scholten, Rebecca C., Randerson, James T. 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, Trace Gases/Trace Species, Atmospheric Emitted Radiation, Emissivity, Optical Depth/Thickness, Radiative Flux, Reflectance, Transmittance, Atmospheric Stability, Humidity, Total Precipitable Water, Water Vapor Profiles, Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, Cloud Liquid Water/Ice, Cloud Optical Depth/Thickness, Cloud Asymmetry, Cloud Ceiling, Cloud Frequency, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Cloud Emissivity, Cloud Radiative Forcing, Cloud Reflectance, Rain Storms, Atmospheric Ozone, Fire Dynamics, Surface Radiative Properties, Land Surface Temperature, Fire Occurrence, THERMAL ANOMALIES, Surface Thermal Properties
Preventing subsoil enhanced nitrification to safeguard agroecosystem sustainability Wang, Yao, Luo, Xin, Jobbagy, Esteban G., Basu, Nandita B., Zhang, Ganlin, Zheng, Yi, Gu, Baojing, Zhang, Shaoliang, Yu, Yiqi, Wang, Fenfang, Lu, Zeyang, Yan, Ruifeng, Chang, Scott X., Lu, Yonglong, Chen, Nengwang 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
Prioritizing stream network connectivity for species conservation and Karanasios, Panagiotis I., Schmeller, Dirk S., Lin, Yu-Pin Reflectance
Predicting LULC Changes and Assessing their Impact on Surface Runoff Riche, Abdelkader, Drias, Ammar, Ricci, Riccardo, Souissi, Boularbah, Melgani, Farid Runoff, Soil Texture
Predicting Postfire Forest Mortality Using Remote Sensing Data and Machine Learning Shvetsov, E. G. Reflectance
Predicting spatial patterns of Cuculus canorus under climate change in Turkiye Ertugrul, Emrah, Akdemir, Dogan, Ozdemir, Serkan Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps
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