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Suomi NPP data announcement
Publications Citing Biosphere Data
List of peer-reviewed publications that cite using Biosphere data.
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| Title | Year Sort ascending | Author | Topic | Dataset |
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| Inferring drivers of tropical isoprene: competing effects of emissions and chemistry | Yoon, James Young Suk, Wells, Kelley C., Millet, Dylan B., Frankenberg, Christian, Sanghavi, Suniti, Swann, Abigail L. S., Thornton, Joel A., Turner, Alexander J. | Heat Flux, Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, Precipitation Rate, Snow/Ice, Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds, Wind Speed, U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, Carbon And Hydrocarbon Compounds, Carbonaceous Aerosols, Nitrogen Oxides, Particulates, Hydrogen Cyanide, Emissions, Non-methane Hydrocarbons/Volatile Organic Compounds, Particulate Matter, Fire Occurrence, Nitrogen Oxides, Sulfur Dioxide, Carbon And Hydrocarbon Compounds |
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| Influence of Land Use and Land Cover on the Water Cycle in Ouro Preto, MG: Contributions to Water Resource Management | Gaiao, Lucas Mardones, Ferreira, Daniela Arcanjo Paiola, Heldt Junior, Roosevelt, Castro, Paulo de Tarso Amorim | Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux | ||
| Informing Robust Functional Relationship Benchmarks: An Evaluation of the Temperature Sensitivity of Ecosystem Respiration Across the ArcticBoreal Region | Poe, Jeralyn, Huntzinger, Deborah, Riley, William J., Wells, Jon M., Schuur, Edward A. G., Schwalm, Christopher, Berner, Logan T., Rodenhizer, Heidi, Bouskill, Nicholas J., Brovkin, Victor, Burke, Eleanor J., Ciais, Philippe, Georgievski, Goran, Gustafson, Adrian, Lawrence, David M., MacDougall, Andrew H., Mekonnen, Zelalem A., Melton, Joe R., Meyer, Gesa, Pongracz, Alexandra, Qiu, Chunjing, Sulman, Benjamin N., Swenson, Sean C., Tao, Jing, Warlind, David, Xi, Yi, Yuan, Fengming, Zhu, Qing, Schadel, Christina | 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) | ||
| Insignificant North American autumn phenology trends explained by counteracting climatic drivers | Sun, Xupeng, Lu, Ning, Qin, Jun | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Plant Phenology, Carbon, Cation Exchange Capacity, Organic Matter | ||
| Integrating dendrochronology and satellite NDVI to assess climate sensitivity and canopy resilience along a disturbance gradient in tropical moist forests | Islam, Mahmuda, Bhattacharjee, Kanta, Brauning, Achim, Gebrekirstos, Aster, Arfin-Khan, Mohammed A.S., Sultana, Fahmida, Hasan, Hasibul, Hassan, Md Bayzid, Rahman, Mizanur | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Integrating machine learning models to map springshed potential zones using key environmental variables in high-altitude Himalayan terrain | Kadaverugu, Rakesh, Dhole, Asha, Nidheesh, P. V. | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Intensified drought and vegetation-specific responses in the Tianshan Mountains, Central Asia | Wang, Huaijun, Chen, Yaning, Ren, Liang, Li, Zhi, Feng, Ru, Ren, Zhiguo, Li, Yuanqiao, Yang, Yaxue, Pan, Yingping | Vegetation Index, Normalized Difference Vegetation Index (NDVI) | ||
| Intensifying precipitation extremes and landslide susceptibility using machine learning in the Upper Ganga Sub-Basin, India | Upadhyaya, Anup, Rai, Abhishek Kumar | Population, Reforestation, Terrestrial Ecosystems, Permafrost, Rock Glaciers, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion, Glacier Thickness/Ice Sheet Thickness, Glacier Topography/Ice Sheet Topography, Glaciers, Ice Sheets, Icebergs, Ice Deformation, Ice Depth/Thickness, Ice Edges, Ice Extent, Ice Floes, Ice Growth/Melt, Ice Roughness, Ice Temperature, Ice Types, Icebergs, Leads, Pack Ice, Polynyas, Reflectance, Sea Ice Motion, Ice Extent, Ice Growth/Melt, Ice Motion, Ice Velocity, Lake Ice, Permafrost, River Ice, Snow Cover, Landslides, Aeolian Landforms, Coastal Landforms, Fluvial Landforms, Glacial Landforms, Karst Landforms, Tectonic Landforms, Land Use/Land Cover Classification, Landscape Ecology, Landscape Patterns, Landscape Processes, Reforestation, Surface Roughness, Terrain Elevation, Topographic Effects, Barrier Islands, Beaches, Deltas, Dunes, Estuaries, Fjords, Inlets, Lagoons, Mangroves, Marshes, Rocky Coasts, Shorelines, Wind Waves, Surface Winds, Ice Deformation, Ice Depth/Thickness, Ice Edges, Ice Extent, Ice Floes, Ice Roughness, Ice Types, Icebergs, Leads, Pack Ice, Polynyas, Sea Ice Motion, Glacial Landforms, Caldera, Cinder Cone, Faults, Folds, Geyser, Graben, Horst, Lava Dome, Lava Plain, Maar, Mountains, Plateau, Ridge, Rift Valley, Tuya, Volcano, Tectonic Landforms, Earthquakes, Plate Tectonics, Volcanic Activity, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion, Glacier Topography/Ice Sheet Topography, Glaciers, Ice Sheets, Icebergs, Ice Extent, Ice Growth/Melt, Ice Motion, Ice Velocity, Lake Ice, Permafrost, River Ice | ||
| Interannual variations in terrestrial carbon uptake are dominated by temperature and the vapor pressure deficit rather than water availability | Jiang, Dong, Yu, Zhe, Wang, Jianhua, Hao, Mengmeng, Zhang, Xingxing, Yan, Xiaoxi, Liu, Jinglei, Li, Zhaoxing, Liu, Zhaofei | Land Use/Land Cover Classification, Gross Primary Production (gpp), Vegetation Cover, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Primary Production | ||
| Interpretable Machine Learning for Revealing Main and Interactive | Bai, Yang, Chen, Xueyang, Li, Zhengqiang, Zhou, Hao, Li, Ruobin, Han, Yinghui | 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), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Investigating the seasonal habitat use and key factors shaping the | Gour, Rahul, Davis, Robert S., Sanjeev Kumar, S.R. | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| iTransformerInformed Hourly Surface Ozone Forecasting Using Geostationary Satellite Observations | Cheng, Fan, Wei, Jing, Weng, Fuzhong, Zhou, Shan, Yang, Zeyu, Cheng, Yang, Gao, Jian, Qiu, Xinghua, Zhu, Tong | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| L. Duncanson a,* PM Montesano b,c,A. Neuenschwander d, A. | Duncanson, L., Montesano, P.M., Neuenschwander, A., Zarringhalam, A., Thomas, N., Minor, D.M., Wulder, M.A., White, J.C., Guenther, E., Feng, T., Leitold, V., Hancock, S., Armston, J., Puliti, S., Mandel, A.I., Shah, S., Silva, C., Purslow, M., Bruening, J., Breidenbach, J., Nsset, E., Saarela, S., Hunka, N., Kellner, J.R., Healey, S.P., Schepaschenko, D., Wallerman, J., Neigh, C.S.R., Carvalhais, N., Dubayah, R. | Land Use/Land Cover Classification, Reflectance, Biomass, Terrestrial Ecosystems, LIDAR WAVEFORM, Evergreen Vegetation, Shrubland/Scrub, Grasslands, Forests, Canopy Characteristics, Deciduous Vegetation |
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| On the Use of Global Ecosystem Dynamics Investigation (GEDI) in the Mangrove Ecosystem. Estimation of Canopy Aboveground Biomass Density in Lian Batangas, Philippines | Bulan, Jejomar, Cadondon, Jumar, Roque, Floro Junior, Caido, Nadine Grace, Lesidan, James Roy, Galvez, Maria Cecilia, Vallar, Edgar | Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM, Canopy Characteristics | ||
| Optimization of Parsimonious and Synchronized Discharge and Dissolved | Pesantez, Juan, Birkel, Christian, Gaona, Gabriel, McDowell, William H., Shattuck, Michelle D., Potter, Jody D., Contosta, Alexandra R., Wymore, Adam S. | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | ||
| Optimizing CO2 Concentrations and Emissions Based on the | Liu, Wenhao, Ling, Xiaolu, Li, Chenggang, He, Botao | 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, Photosynthesis, Primary Production, Vegetation Productivity | ||
| Optimizing reintroduction sites for an endangered equid: integrating habitat dynamics, connectivity, and social criteria | Rezvani, Azita, Hemami, Mahmoud-Reza | Land Use/Land Cover, Anthropogenic/Human Influenced Ecosystems | ||
| Orchids in the Open: Understanding Biodiversity Beyond Madagascar's | Wieczorkowski, Jakub D., Rajaovelona, Landy R., Hermans, Johan, Stevart, Tariq, Razanajatovo, Henintsoa, Droissart, Vincent, Pennington, R. Toby, Zizka, Alexander, Lehmann, Caroline E. R. | Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area | ||
| OzRiCa: an Australian riverine carbon database of concentrations, gas fluxes and isotopes | Ulloa-Cedamanos, Francesco, Rexroade, Adam T., Li, Yihan, Hutley, Lindsay B., Wong, Wei Wen, Wallin, Marcus B., Canadell, Josep G., Lintern, Anna, Duvert, Clement | Carbon, Dissolved Carbon Dioxide, Total Dissolved Solids, Organic Matter | ||
| Patterns of Vegetation Succession in the Ecological Barrier along the Taklamakan Desert Based on Multi-Source Remote Sensing | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |||
| 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 |
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| 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 | ||
| 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 | ||
| Long-Range Transport Pathways of Intense Wildfire Plumes in the Northern | Ehret, Antoine, Turquety, Solene, Da Silva, Anderson, George, Maya, HadjiLazaro, Juliette, Franco, Bruno, Clarisse, Lieven, Coheur, PierreFrancois, Clerbaux, Cathy | Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Surface Thermal Properties, Land Surface Temperature, THERMAL ANOMALIES | ||
| Long-Term Probabilistic Forecast of Vegetation Conditions Using Climate Attributes in the Four Corners Region | McPhillips, Erika, Lee, Hyeongseong, Xie, Xiangyu, Baylis, Kathy, Funk, Chris, Gu, Mengyang | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) |