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 ORNL DAAC Data
List of peer-reviewed publications that cite using ORNL DAAC data.
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| Title | Year Sort ascending | Author | Topic | Dataset |
|---|---|---|---|---|
| Vegetation evolution and water sensitivity analysis in the source region of the Yangtze River and the Yellow River under the combined drive of energy-temperature-water | Lu, Jie, Qin, Tianling, Lv, Xizhi, Yan, Denghua, Xu, Shu, Yuan, Zhe, Wang, Jianwei, Li, Weizhi, Gao, Haoyue | 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, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Vegetation Index | ||
| Vegetation greening does not significantly enhance ecosystem resilience in the Northern Hemisphere | Zhang, Jingjing, Hao, Xingming, Liu, Yongchang, Li, Xuewei, Liang, Qixiang, Sun, Fan, Ci, Mengtao, Li, Yupeng | Vegetation Index, Normalized Difference Vegetation Index (NDVI) | ||
| Using airborne LiDAR and enhanced-geolocated GEDI metrics to map structural traits over a Mediterranean forest | Cardenas-Martinez, Aaron, Pascual, Adrian, Guisado-Pintado, Emilia, Rodriguez-Galiano, Victor | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation, Terrestrial Ecosystems, LIDAR WAVEFORM, Biomass | ||
| Using aridity as an overarching factor to advance understanding of soil organic carbon storage at the continental scale | Lavallee, Jocelyn M., Haddix, Michelle L., Swan, Amy, Hoover, Jamie D., Cotrufo, M. Francesca | Photosynthesis, Primary Production, Vegetation Productivity, Maximum/Minimum Temperature, Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation | ||
| Using Entity-Aware LSTM to Enhance Streamflow Predictions in Transboundary and Large Lake Basins | Park, Yunsu, Liu, Xiaofeng, Zhu, Yuyue, Hong, Yi | Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation | ||
| Validation of formaldehyde products from three satellite retrievals (OMI SAO, OMPS-NPP SAO, and OMI BIRA) in the marine atmosphere with four seasons of ... | Liao, Jin, Wolfe, Glenn M., Kotsakis, Alexander E., Nicely, Julie M., St. Clair, Jason M., Hanisco, Thomas F., Gonzalez Abad, Gonzalo, Nowlan, Caroline R., Ayazpour, Zolal, De Smedt, Isabelle, Apel, Eric C., Hornbrook, Rebecca S. | Formaldehyde, Biomass Burning, Halocarbons And Halogens, Trace Gases/Trace Species, Sulfur Compounds, Air Quality, Atmospheric Carbon Monoxide, Atmospheric Ozone, Non-methane Hydrocarbons/Volatile Organic Compounds, Fossil Fuel Burning, Industrial Emissions, Atmospheric Carbon Dioxide, Carbonaceous Aerosols | ||
| Validation of national and global satellite-derived burned area products in Russia | Matveev, A.M., Bartalev, S.A., Egorov, V.A., Saigin, I.A., Stytsenko, F.V., Shinkarenko, S.S. | Forests, Fire Occurrence, Reforestation, Burned Area | ||
| Tundra recovery post-fire in the YukonKuskokwim Delta, Alaska | Clayton, Leah K, Schaefer, Kevin, Hoy, Elizabeth E, Elder, Clayton D, French, Nancy H F, Frost, Gerald V, Wig, Elizabeth, Lee, Xuhui | Soil Depth, Active Layer, Soil Moisture/Water Content, RIVER/LAKE ICE BREAKUP, River Ice Depth/Extent, Plant Phenological Changes, Snow Depth, Range Changes, Vegetation Species, Rural Areas, Conservation, Vulnerable Populations, Use/Feeding Habitats, Active Layer, Permafrost, Permafrost, PERMAFROST MELT | ||
| Unifying species distributions, community science and the natural removal experiment' to explore species interactions at broad geographic scales | Macklin, Rory D. J., Jankowski, Jill E. | Land Use/Land Cover Classification, Maximum/Minimum Temperature, Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation | ||
| Unlocking ecological insights from subseasonal visibletoshortwave infrared imaging spectroscopy: The SHIFT campaign | Chadwick, K. Dana, Davis, Frank, Miner, Kimberley R., Pavlick, Ryan, Reynolds, Mark, Townsend, Philip A., Brodrick, Philip G., Ade, Christiana, Allen, Jean, Anderegg, Leander, Angel, Yoseline, Boving, Indra, Byrd, Kristin B., Campbell, Petya, Carberry, Luke, Cavanaugh, Katherine C., Cavanaugh, Kyle C., Easterday, Kelly, Eckert, Regina, Gierach, Michelle, Gold, Kaitlin, Hestir, Erin, Huemmrich, Fred, Klope, Maggie, Kokaly, Raymond F, Lovegreen, Piper, Luis, Kelly, McMahon, Conor, Nidzieko, Nicholas, Ochoa, Francisco, Ongjoco, Anna Jiselle, Ordway, Elsa, PascoliniCampbell, Madeleine, Queally, Natalie, Roberts, Dar A., Saiki, Clare M., Schneider, Fabian D., Shiklomanov, Alexey N., Silva, German D., Snyder, Jordan, Thornton, Michele, Trugman, Anna T., Vinod, Nidhi, Zheng, Ting, Avouris, Dulcinea M., Baker, Brianna, Baskaran, Latha, Bell, Tom, Berg, Megan, Bernas, Michael, Bohn, Niklas, Braghiere, Renato K., Breuer, Zach, Brooks, Andrew J., Burkard, Nolan, Burmistrova, Julia, CawseNicholson, Kerry, Chapman, John, ChazaroHaraksin, Johana, Cryer, Joel, Cushman, K. C., Dahlin, Kyla, Dao, Phuong D., DiBartolo, Athena, Eastwood, Michael, Elder, Clayton D., Giordani, Angela, Grant, Kathleen, Green, Robert O., Hanson, Alexa, Heberlein, Brendan, Helmlinger, Mark, Hook, Simon, Jensen, Daniel, Johnson, Emma, Johnson, Marie, Kiper, Michael, Kibler, Christopher, King, Jennifer Y., Kovach, Kyle R., Kreisberg, Aaron, Lacey, Daniel, Lang, Evan, Lee, Christine, Lopez, Amanda M., Lopez Barreto, Brittany, Maguire, Andrew, Marsh, Elliott, Miller, Charles, Nguyen, Dieu My T., Nickles, Cassandra, Ocon, Jonathan P., Papen, Elijah P., Park, Maria, Poulter, Benjamin, Raiho, Ann, Reim, Porter, Robinson, Timothy H., Romero Galvan, Fernando E., Shafron, Ethan, Skalitzky, Brenen R., Stroschein, Sydney, Taylor, Niky C., Thompson, David R., Thompson, Kate, Tye, Cecily, Van Beek, Joelie, Vanden Heuvel, Cecilia, Vellanoweth, Jonathan, Vermeer, Evert, VillanuevaWeeks, Claire, Zumdahl, Kristen, Schimel, David | REFLECTED INFRARED, Reflectance, Leaf Characteristics, Emissivity, Land Surface Temperature, Vegetation Cover, Marine Ecosystems, VISIBLE IMAGERY, Land Use/Land Cover, Reflectance, Shortwave Downward Irradiance, Plant Characteristics, Vegetation Species, Plant Phenology, Chlorophyll, Infrared Wavelengths, Visible Wavelengths, Terrestrial Ecosystems, Canopy Characteristics, Visible Radiance, Infrared Radiance, Brightness Temperature |
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| Unprotected carbon dominates decadal soil carbon increase | Liu, Minglong, Zheng, Shilu, Pendall, Elise, Smith, Pete, Liu, Jiajia, Li, Jinquan, Fang, Changming, Li, Bo, Nie, Ming | Carbon, Cation Exchange Capacity, Organic Matter | ||
| Unraveling Crop Nitrogen-Water Dynamics with Hyperspectral-Thermal Sensing in Northern Central Valley, California | Fazli, Shahryar, Maharjan, Surendra, Li, Wenzhao, Fisher, Joshua B., Thomas, Rejoice, Galvan, Fernando Romero, Shirkey, Gabriela, El-Askary, Hesham | Vegetation Species, Terrestrial Ecosystems | ||
| Unveiling Divergent Trends in Soil Erosion and Soil Organic Carbon Displacement in Response to Climate and Land-Use Changes over China | Weng, Xuerou, Zhang, Haicheng, Zhu, Jinxin, Wang, Dagang, Wang, Shuo, Mei, Yiwen, Luo, Ming | Forest Yields, Land Resources, Land Use Classes | ||
| Understanding the mechanisms of hydrolytic enzyme mediated organic matter decomposition under different land covers within a subtropical preserve | Melkani, Suraj, Manirakiza, Noel, Rabbany, Abul, Medina-Irizarry, Natalia, Smidt, Samuel, Braswell, Anna, Martens-Habbena, Willm, Bhadha, Jehangir H. | U/V Wind Components, Upper Level Winds, Total Precipitable Water, Humidity, Potential Temperature, Air Temperature, Atmospheric Pressure Measurements, Geopotential Height, Cloud Frequency, Precipitation Amount | ||
| Unequal socioeconomic exposure to drought extremes induced by stratospheric aerosol injection | Fu, Weijie, Yue, Xu, Tian, Chenguang, Xu, Rongbin, Guo, Yuming | Population Estimates, Socioeconomics, Soil Depth, Soil Horizons/Profile, Soil Water Holding Capacity, Soil Texture, Soil Classification | ||
| Uneven heat burden in the sunshine state: Spatial patterns and socio-economic disparities of heat-related illness in Florida | Ma, Cong, Qiang, Yi, Zhang, Kai | Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation | ||
| Uneven impacts of divergent El Nino and Indian Ocean Dipole on Equatorial Asian fires | Lee, Hyeonho, Ha, Kyung-Ja | 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 | ||
| Understanding and predicting the geographic distributions of | Wang, Danyang, Hof, Anouschka R., Matson, Kevin D., van Langevelde, Frank, Dvorak, Vit, Mikov, Ognyan, Katerinova, Ivelina, Tchakarova, Simona, Antoniou, Maria, Prudhomme, Jorian, Sereno, Denis, Vergnes, Baptiste, Rahola, Nil, Banuls, Anne-Laure, Jimenez, Maribel, Molina, Ricardo, Gonzalez, Estela, Maia, Carla, Erisoz Kasap, Ozge, Alten, Bulent, Kirstein, Oscar David, Elbaz, Shirli, Bongiorno, Gioia, Gradoni, Luigi, Olgen, Kirami, Berriatua, Eduardo, Munoz-Hernandez, Clara, Iranzo, Jose Risueno, Cutillas, Pedro Perez, Gaglio, Gabriella, Brianti, Emanuele, Ivovic, Vladimir, Adam, Katja, Natal, Sergio, Kniha, Edwin | Population Density, Forest Management, Agriculture Production, Landscape Management, Land Use Classes, Land Use Classes | ||
| The utility of dynamic forest structure from GEDI lidar fusion in tropical mammal species distribution models | Burns, Patrick, Kaszta, Zaneta, Cushman, Samuel A., Brodie, Jedediah F., Hakkenberg, Christopher R., Jantz, Patrick, Deith, Mairin, Luskin, Matthew Scott, Ball, James G. C., Mohd-Azlan, Jayasilan, Burslem, David F. R. P., Cheyne, Susan M., Haidir, Iding, Hearn, Andrew James, Slade, Eleanor, Williams, Peter J., Macdonald, David W., Goetz, Scott J. | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, LIDAR WAVEFORM, Terrain Elevation, Digital Elevation/Terrain Model (DEM) | ||
| The water footprints of a cropping system in the Chirakchi Watershed, Uzbekistan | Worqlul, Abeyou W., Akramkhanov, Akmal, Gafurov, Zafar | Carbon, Cation Exchange Capacity, Organic Matter | ||
| The National integrated water availability assessment, water years 201020 | Stets, Edward G., Archer, Althea A., Degnan, James R., Erickson, Melinda L., Gorski, Galen, Medalie, Laura, Scholl, Martha A. | Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation | ||
| The Negative ElevationDependent Pattern of NonGrowing Season CO2 Loss From Alpine Frozen Ground | Deng, Zhaoheng, Fan, Jiabin, Wei, Da, Qi, Yahui, Tao, Jing, Wang, Zhuangzhuang, Hua, Liqin, Wang, Xiaodan | Precipitation Amount, Alpine/Tundra, Biomass, Forests, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Cover, Permafrost, NET ECOSYSTEM CO2 EXCHANGE (NEE), Soil Depth, Soil Moisture/Water Content, Soil Respiration, Gross Primary Production (gpp), Snow Depth, Atmospheric Carbon Dioxide, Surface Temperature | ||
| The North American Greenhouse Gas Budget: Emissions, Removals, and | Poulter, Benjamin, MurrayTortarolo, Guillermo, Hayes, Daniel J., Ciais, Philippe, Andrew, Robbie M., Bastos, Ana, Byrne, Brendan, Butman, David, Canadell, Josep G., Chatterjee, Abhishek, Domke, Grant, Feldman, Andrew, Foster, Kelsey, Hunka, Neha, Jackson, Robert B., Kurz, Werner A., Lindquist, Ayia, Liu, Maodian, Luijkx, Ingrid, Mialon, Arnaud, Michalak, Anna M., Miller, John, Obermeier, Wolfgang A., Pan, Naiqin, Randerson, James T., Raymond, Peter A., Regnier, Pierre, Resplandy, Laure, RocherRos, Gerard, RodriguezFernandez, Nemesio, Rosentreter, Judith, SalazarNeira, Julio Cesar, Tank, Suzanne E., Tian, Hanqin, Vargas, Rodrigo, Villalobos, Yohanna, Wang, Jonathan A., Wei, Xinyuan, Wickland, Kimberly P., Williams, Christopher, WindhamMyers, Lisamarie, Woodall, Christopher, Ying, Qing, Zhang, Zhen | Autotrophic Respiration (ra), Heterotrophic Respiration (rh) | ||
| Trans-Seasonal Vegetation-Land-Atmosphere Interactions Explained | An, Ning, Chen, Yang, Liao, Zhen, Li, Jianying | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Vegetation Index | ||
| Transboundary emission contribution to PM<SUB>2.5</SUB> concentrations in Indian cities | Lal, Raj M, Nagpure, Ajay S, Anand, Abhinav, Maji, Sujit, Tibrewal, Kushal, Gupta, Ganesh, Venkataraman, Chandra, Tong, Kangkang | 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 |