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 |
|---|---|---|---|---|
| Global wildfire patterns and drivers under climate change | Bhattarai, Hemraj, Val Martin, Maria, Sitch, Stephen, Yung, David H. Y., Tai, Amos P. K. | 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 | ||
| Global Simulations Suggest Biomass Burning Aerosol Emissions From Grassland Fires Could Be Important Ice Nucleating Particles | Gohil, Kanishk, Asch, Noah, Sullivan, Ryan, DeMott, Paul J., Gordon, Hamish | Sea Salt, Aerosol Particle Properties, Aerosols, Aerosol Size Distribution, Black Carbon | ||
| Global map of characterized dust sources using multisource remote | Darvishi Boloorani, Ali, Soleimani, Masoud, Papi, Ramin, Nasiri, Nastaran, Amiri, Fatemeh, Neysani Samany, Najmeh, Huang, Kan, Gholami, Iraj, Al-Hemoud, Ali | Stratigraphic Sequence, Digital Elevation/Terrain Model (DEM), Soil Depth, Sediments | ||
| Global Methane Budget 20002020 | Saunois, Marielle, Martinez, Adrien, Poulter, Benjamin, Zhang, Zhen, Raymond, Peter A., Regnier, Pierre, Canadell, Josep G., Jackson, Robert B., Patra, Prabir K., Bousquet, Philippe, Ciais, Philippe, Dlugokencky, Edward J., Lan, Xin, Allen, George H., Bastviken, David, Beerling, David J., Belikov, Dmitry A., Blake, Donald R., Castaldi, Simona, Crippa, Monica, Deemer, Bridget R., Dennison, Fraser, Etiope, Giuseppe, Gedney, Nicola, Hoglund-Isaksson, Lena, Holgerson, Meredith A., Hopcroft, Peter O., Hugelius, Gustaf, Ito, Akihiko, Jain, Atul K., Janardanan, Rajesh, Johnson, Matthew S., Kleinen, Thomas, Krummel, Paul B., Lauerwald, Ronny, Li, Tingting, Liu, Xiangyu, McDonald, Kyle C., Melton, Joe R., Muhle, Jens, Muller, Jurek, Murguia-Flores, Fabiola, Niwa, Yosuke, Noce, Sergio, Pan, Shufen, Parker, Robert J., Peng, Changhui, Ramonet, Michel, Riley, William J., Rocher-Ros, Gerard, Rosentreter, Judith A., Sasakawa, Motoki, Segers, Arjo, Smith, Steven J., Stanley, Emily H., Thanwerdas, Joel, Tian, Hanqin, Tsuruta, Aki, Tubiello, Francesco N., Weber, Thomas S., van der Werf, Guido R., Worthy, Douglas E. J., Xi, Yi, Yoshida, Yukio, Zhang, Wenxin, Zheng, Bo, Zhu, Qing, Zhu, Qiuan, Zhuang, Qianlai | Freshwater Ecosystems, Emissions, Methane, Lakes/Reservoirs, Ice Extent, Phenological Changes, Freeze/Frost Date, Permafrost/Methane Release, Freeze/Thaw, Carbon Flux, Lake/Pond | ||
| Global modeling of brown carbon: impact of temperature- and humidity-dependent bleaching | Xie, Xinchun, Zhang, Yuzhong, Liang, Ruosi, Wang, Xuan | 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 | ||
| GPP estimation by transfer learning with combined solar-induced chlorophyll fluorescence and eddy covariance data | Ma, Yongming, Guan, Xiaobin, Wang, Yuchen, Li, Yuyu, Lin, Dekun, Shen, Huanfeng | Radiative Flux, Air Temperature, Water Vapor, Carbon, Surface Winds, Photosynthetically Active Radiation, Soil Temperature, Heat Flux | ||
| Hysteretic response of suspended-sediment in wildfire affected watersheds of the Pacific Northwest and Southern Rocky Mountains | Clark, Gregory D., Murphy, Sheila F., Skalak, Katherine, Clow, David W., Akie, Garrett, Carpenter, Kurt D., Payne, Sean E., Ebel, Brian A. | Precipitation Amount, Maximum/Minimum Temperature, Shortwave Radiation, Snow Water Equivalent, Vapor Pressure | ||
| Identifying Ecological Knowledge and Research Gaps via the African | Anderson, T. Michael, Hempson, Gareth P., Donaldson, Jason E., Beale, Colin M., te Beest, Mariska, CourtneyMustaphi, Colin, Cromsigt, Joris P. G. M., Foy, Colleen, Fynn, Richard, Hanan, Niall P., Parr, Catherine L., Probert, James, le Roux, Liza, Sianga, Keoikantse, Smit, Izak P. J., Staver, A. Carla, Archibald, Sally | Biomass, Deserts, Shrubland/Scrub, Carbon, Canopy Characteristics | ||
| Identifying Forest Drought Sensitivity Drivers in China Under Lagged and Accumulative Effects via XGBoost-SHAP | Xue, Ze, Diao, Simeng, Yang, Fuxiao, Fei, Long, Wang, Wenjuan, Fang, Lantong, Liu, Yan | Vegetation Index, Normalized Difference Vegetation Index (NDVI) | ||
| Hydrological Modeling of Rainfall-Runoff in the Watir Valley Basin, Nuweiba Area, Southeast Sinai, Egypt, Using the HEC-HMS Model Through GIS | Hagras, Ali | Runoff, Soil Texture | ||
| Identifying wet troposphere delay in Lband InSAR using weather radar reflectivity | OliverCabrera, Talib, Jones, Cathleen E., Simard, Marc, Varugu, Bhuvan, BelhadjAissa, Saoussen | Salt Marsh, Terrain Elevation, Estuary, Inundation, Wetlands, Coastal Elevation, Sea Level Changes | ||
| Hybrid vegetation-seawall coastal systems for wave hazard reduction: analytics for cost-effective design from optimized features | Amini, Erfan, Marsooli, Reza, Moazeni, Somayeh, Ayyub, Bilal M. | Wetlands, Accretion, Tidal Range, Sea Level Rise, Land Use/Land Cover Classification, Tidal Height, Inundation, Coastal | ||
| Identifying surface sulphur dioxide (SO2) monitoring gaps in Saint John, Canada with land use regression and hot spot mapping | Siu, Tsz Kin, Greene, Christopher S., Fong, Kelvin C. | Land Use/Land Cover Classification, Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation | ||
| Hydroclimate-coupled framework for assessing power system resilience under summer drought and climate change | Shuai, Hang, Li, Fangxing, Zhu, Jinxiang, Tingen, William Jerome, Mukherjee, Srijib | Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation | ||
| Hierarchical Drivers Shaping the Global Patterns of Soil Organic Carbon | Li, Juan, Yang, Shanshan, Li, Jiayi, Wang, Miaoyue, Cheng, Hao, Gu, Xiling, Huo, Huangyu, Wei, Yuxi, Ding, Jinzhi | Land Use/Land Cover Classification, Land Use Classes, Vegetation Cover, Albedo | ||
| High melanosome diversity exhibits weak correlation with color and environmental variables in the early evolution of therian mammals | Li, Xin, Bi, Shundong, Clarke, Julia A., Li, Zhongqiu, Zhu, Xichao, Liu, Quansheng, Peng, Yajun, Zhao, Lingling, Li, Zhiheng, Pan, Yanhong | Leaf Area Index (LAI), Normalized Difference Vegetation Index (NDVI) | ||
| High-resolution global soil salinity and sodicity mapping (1980-2024): | Wang, Tiantian, Dong, Jinwei, Lyu, Binyan, Gao, Xuan, Wang, Nan, Shi, Zhou | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Plant Phenology, Plant Phenological Changes, Land Use/Land Cover Classification, Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo, Reflectance | ||
| High spatial-resolution satellite mapping of suspended particulate | Teng, Wenxiu, Yu, Qian, Stramski, Dariusz, Reynolds, Rick A., Woodruff, Jonathan D., Yellen, Brian | Wetlands, Suspended Solids, Deltas, Reflectance, RIVERS/STREAMS | ||
| High-resolution aboveground biomass mapping: the benefits of biome-specific deep learning models | Perpinya-Valles, Marti, Cendagorta-Galarza, Daniel, Ameztegui, Aitor, Huertas, Claudia, Escorihuela, Maria Jose, Romero, Laia | Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM, Canopy Characteristics, Decomposition, Crown | ||
| Horns, hunters, and harvest: re-examining management paradigms for pronghorn | Tafelmeyer, Lee E., LaSharr, Tayler N., Binfet, Justin, Bredehoft, Molly, Hiatt, Greg, Lutz, Daryl W., O'Brien, Heather, Mitchell, Carl D., Monteith, Kevin L. | Precipitation Amount, Maximum/Minimum Temperature, Shortwave Radiation, Snow Water Equivalent, Vapor Pressure | ||
| Hotspots of Global Water Resource Changes and Their Causes | Lu, Jiaxin, Kong, Dongdong, Zhang, Yongqiang, Xie, Yuxuan, Gu, Xihui, Gulakhmadov, Aminjon | Forest Management, Agriculture Production, Landscape Management, Land Use Classes, Land Use Classes | ||
| Hotter Nights, Hidden Consequences: An Overlooked Dimension of Climate Change | Carter, Amanda W, Fleming, J Morgan | Precipitation Amount, Maximum/Minimum Temperature, Shortwave Radiation, Snow Water Equivalent, Vapor Pressure | ||
| Higher Sensitivity of Deep Soil Root Productivity to Precipitation Changes | Huo, Xinxing, Zhang, Bingwei, Ciais, Philippe, Luo, Yiqi, Peng, Changhui, Tian, Yuhong, Wu, Xiuchen | Carbon, Cation Exchange Capacity, Organic Matter | ||
| Higher warming rate in global arid regions driven by decreased ecosystem | Wang, Jingping, Niu, Hanlin, Zhang, Shupeng, Chen, Xiuzhi, Xia, Xiaosheng, Zhang, Yanwu, Lu, Xingjie, He, Bin, Wu, Tongwen, Song, Chaoqing, Fu, Zheng, Yao, Jingyu, Yuan, Wenping | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI) | ||
| How accurately does L band vegetation optical depth predict aboveground biomass? | Zhang, Yuan, Ciais, Philippe, Wigneron, Jean-Pierre, Chave, Jerome, Cong, Nan, Li, Xiaojun, Yang, Yan, Saatchi, Sassan | Biomass, Forests, Grasslands, Alpine/Tundra |