Delivery of Suomi National Polar-orbiting Partnership (Suomi NPP) satellite data products will cease on November 1, 2026. Data users should transition now to alternative products from NOAA-21 and NOAA-20.
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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| Dynamic urban land extensification is projected to lead to imbalances in the global land-carbon equilibrium | McManamay, Ryan A., Vernon, Chris R., Chen, Min, Thompson, Isaac, Khan, Zarrar, Narayan, Kanishka B. | Photosynthesis, Primary Production, Vegetation Productivity | ||
| Dynamic Variation of Vegetation NPP and Its Driving Forces in the Yellow River Basin, China | Wang, Shimei, Ma, Yutao, Gong, Jie, Jin, Tiantian | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Photosynthesis, Primary Production, Vegetation Productivity | ||
| Dynamical drivers of free-tropospheric ozone increases over equatorial Southeast Asia | Stauffer, Ryan M., Thompson, Anne M., Kollonige, Debra E., Komala, Ninong, Al-Ghazali, Habib Khirzin, Risdianto, Dian Yudha, Dindang, Ambun, Fairudz bin Jamaluddin, Ahmad, Sammathuria, Mohan Kumar, Zakaria, Norazura Binti, Johnson, Bryan J., Cullis, Patrick D. | Carbon Monoxide, Geopotential Height, Tropopause, Methane, Atmospheric Ozone, Surface Pressure, Outgoing Longwave Radiation, Air Temperature, Upper Air Temperature, Humidity, Total Precipitable Water, Water Vapor, Water Vapor Profiles, Cloud Liquid Water/Ice, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Skin Temperature, Sea Surface Temperature, Sea Level Pressure, U/V Wind Components, U/V Wind Components, Potential Vorticity, Vertical Wind Velocity/Speed, Vertical Profiles, Relative Humidity, Specific Humidity, Atmospheric Water Vapor, Altitude, Ozone Profiles, Surface Temperature, Dew Point Temperature, Atmospheric Winds, Surface Winds, Upper Level Winds, Atmospheric Pressure, Sea Level Pressure, Oxygen Compounds, Boundary Layer Winds, Skin Temperature, Fire Dynamics, Surface Radiative Properties, Land Surface Temperature |
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| Dynamical systems-inspired machine learning methods for drought | Watford, Andrew, Bauch, Chris T., Anand, Madhur | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Dynamics and Drivers of Net Primary Production (NPP) in Southern Africa Based on Estimates from Earth Observation and Process-Based Dynamic ... | Thavhana, Mulalo P., Hickler, Thomas, Urban, Marcel, Heckel, Kai, Forrest, Matthew | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Drought thresholds that impact vegetation reveal the divergent responses of vegetation growth to drought across China | Sun, Mingze, Li, Xiangyi, Xu, Hao, Wang, Kai, Anniwaer, Nazhakaiti, Hong, Songbai | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Drought timing differentiates the drought responses of vegetation growth on the Tibetan Plateau | Meng, Zekai, Wu, Xiuchen, Li, Yang, Wang, Xiaona | Precipitation, Rain, Precipitation Amount, Precipitation Rate, Snow, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Chlorophyll, Leaf Characteristics, Solar Induced Fluorescence, Reflectance, Photosynthesis, Primary Production | ||
| Dryland Dynamics in the Mediterranean Region | Zeng, Hongwei, Wu, Bingfang, Elnashar, Abdelrazek, Fu, Zhijun | Photosynthesis, Primary Production, Vegetation Productivity | ||
| Dryland evapotranspiration from remote sensing solar-induced chlorophyll | Bu, Jingyi, Gan, Guojing, Chen, Jiahao, Su, Yanxin, Yuan, Mengjia, Gao, Yanchun, Domingo, Francisco, Lopez-Ballesteros, Ana, Migliavacca, Mirco, El-Madany, Tarek S., Gentine, Pierre, Xiao, Jingfeng, Garcia, Monica | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation | ||
| Dryland Social-Ecological Systems in Australia | Feng, Xiaoming, Chen, Yongzhe, Wei, Fangli, Xu, Zhihong, Lu, Nan, Lu, Yihe | Vegetation Index, Landscape Patterns, 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 | ||
| Dust Source Activation Frequency in the Horn of Africa | Kunkelova, Tereza, Crocker, Anya J., Wilson, Paul A., Schepanski, Kerstin | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| DustSCAN: A Five Year (2018-2022) Hourly Dataset of Dust Plumes From | AlNasser, Faisal, Entekhabi, Dara | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Environmental benefits of ozonated water for sustainable grapevine disease control: A life cycle and carbon sequestration analysis | Lago-Olveira, Sara, Cancela, Javier J., Tubio, Miguel, Moreira, Helena Feijoo, Moreira, Maria Teresa, Gonzalez-Garcia, Sara | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Environmental drivers and remote sensing proxies of post-fire thaw depth | Diaz, Lucas R., Delcourt, Clement J. F., Langer, Moritz, Loranty, Michael M., Rogers, Brendan M., Scholten, Rebecca C., Shestakova, Tatiana A., Talucci, Anna C., Vonk, Jorien E., Wangchuk, Sonam, Veraverbeke, Sander | Vegetation Cover, Forests, Biomass Burning, Surface Temperature, Precipitation Amount, Fire Dynamics, Fire Occurrence, Carbon, Burned Area, Biomass, Soil Moisture/Water Content, Topographic Effects | ||
| Environmental drivers of global variation in home range size of | Broekman, Maarten J. E., Hilbers, Jelle P., Hoeks, Selwyn, Huijbregts, Mark A. J., Schipper, Aafke M., Tucker, Marlee A. | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Environmental drivers of increased ecosystem respiration in a warming tundra | Maes, S. L., Dietrich, J., Midolo, G., Schwieger, S., Kummu, M., Vandvik, V., Aerts, R., Althuizen, I. H. J., Biasi, C., Bjork, R. G., Bohner, H., Carbognani, M., Chiari, G., Christiansen, C. T., Clemmensen, K. E., Cooper, E. J., Cornelissen, J. H. C., Elberling, B., Faubert, P., Fetcher, N., Forte, T. G. W., Gaudard, J., Gavazov, K., Guan, Z., Gumundsson, J., Gya, R., Hallin, S., Hansen, B. B., Haugum, S. V., He, J.-S., Hicks Pries, C., Hovenden, M. J., Jalava, M., Jonsdottir, I. S., Juhanson, J., Jung, J. Y., Kaarlejarvi, E., Kwon, M. J., Lamprecht, R. E., Le Moullec, M., Lee, H., Marushchak, M. E., Michelsen, A., Munir, T. M., Myrsky, E. M., Nielsen, C. S., Nyberg, M., Olofsson, J., Oskarsson, H., Parker, T. C., Pedersen, E. P., Petit Bon, M., Petraglia, A., Raundrup, K., Ravn, N. M. R., Rinnan, R., Rodenhizer, H., Ryde, I., Schmidt, N. M., Schuur, E. A. G., Sjogersten, S., Stark, S., Strack, M., Tang, J., Tolvanen, A., Topper, J. P., Vaisanen, M. K., van Logtestijn, R. S. P., Voigt, C., Walz, J., Weedon, J. T., Yang, Y., Ylanne, H., Bjorkman, M. P., Sarneel, J. M., Dorrepaal, E. | Soil Respiration, Ecosystem Functions, Soil Respiration | ||
| Erosion, Sedimentation and lateral migration of the Amazon River between the confluence of the Maranon-Ucayali rivers and the town of Indiana-Loreto, Peruvian Amazon | Sanjurjo-Vilchez, Jose, Bendayan-Acosta, Leon | 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 | ||
| Escalating Wildfires in Siberia Driven by Climate Feedbacks Under a | Huang, Xin, Xue, Lian, Wang, Zilin, Liu, Yawen, Ding, Ke, Ding, Aijun | Fire Occurrence, Surface Thermal Properties, Land Surface Temperature, THERMAL ANOMALIES | ||
| Empirical Dynamic Modeling Reveals Complexity of Methane Fluxes in a | Hill, Andrew C., Schafer, Karina V. R., Forbrich, Inke, Vargas, Rodrigo | Plant Characteristics, Plant Phenology, Vegetation Cover, Vegetation Index | ||
| Enhancing ecosystem productivity and stability with increasing canopy structural complexity in global forests | Liu, Xiaoqiang, Feng, Yuhao, Hu, Tianyu, Luo, Yue, Zhao, Xiaoxia, Wu, Jin, Maeda, Eduardo E., Ju, Weiming, Liu, Lingli, Guo, Qinghua, Su, Yanjun | Photosynthesis, Primary Production, Vegetation Productivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Enhancing irrigation water productivity using short-range ensemble weather forecasts at basin scale: A novel framework for regions with high hydro-climatic variability | Kirthiga, SM., Narasimhan, B., Balaji, C. | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Evapotranspiration, Latent Heat Flux |
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| Historical impacts of grazing on carbon stocks and climate mitigation opportunities | Ren, Shuai, Terrer, Cesar, Li, Juan, Cao, Yingfang, Yang, Shanshan, Liu, Dan | Biomass, Forests, Grasslands, Alpine/Tundra, Carbon, Cation Exchange Capacity, Organic Matter | ||
| Historical tree phenology data reveal the seasonal rhythms of the Congo Basin rainforest | Kearsley, Elizabeth, Verbeeck, Hans, Stoffelen, Piet, Janssens, Steven B., Yakusu, Emmanuel Kasongo, Kosmala, Margaret, De Mil, Tom, Bauters, Marijn, Kitima, Elasi Ramanzani, Ndiapo, Jose Mbifo, Chuda, Adelard Lonema, Richardson, Andrew D., Wingate, Lisa, Ilondea, Bhely Angoboy, Beeckman, Hans, van den Bulcke, Jan, Boeckx, Pascal, Hufkens, Koen | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Holocene fire dynamics and their climatic controls on the southern Cape | Strobel, Paul, Henning, Theresa, Bliedtner, Marcel, Mosher, Stella G., Rahimova, Humay, Haberzettl, Torsten, Kirsten, Kelly L., Lehndorff, Eva, Power, Mitchell J., Zech, Michael, Zech, Roland | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Burned Area, Fire Dynamics, Fire Occurrence | ||
| How to Find Accurate Terrain and Canopy Height GEDI Footprints in | Moudry, Vitezslav, Prosek, Jiri, Marselis, Suzanne, Maresova, Jana, Sarovcova, Eliska, Gdulova, Katerina, Kozhoridze, Giorgi, Torresani, Michele, Rocchini, Duccio, Eltner, Anette, Liu, Xiao, Potuckova, Marketa, Sedova, Adela, CrespoPeremarch, Pablo, Torralba, Jesus, Ruiz, Luis A., Perrone, Michela, Spatenkova, Olga, Wild, Jan | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, LIDAR WAVEFORM, Terrain Elevation |