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 CMS Data
List of peer-reviewed publications that cite using CMS data.
Filters
| Title | Year Sort ascending | Author | Topic | Dataset |
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| Estimating Global Gross Primary Production Using an Improved MODIS Leaf Area Index Dataset | Wang, Shujian, Zhang, Xunhe, Hou, Lili, Sun, Jiejie, Xu, Ming | Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity, Wetlands, Wetlands, Coastal, Gross Primary Production (gpp), Intertidal Zone, Chlorophyll, Reflectance, Terrestrial Ecosystems, Biomass, Litter Characteristics, NET ECOSYSTEM CO2 EXCHANGE (NEE), Heterotrophic Respiration (rh), Autotrophic Respiration (ra), Soil Organic Carbon (SOC) |
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| Global prediction of soil microbial growth rates and carbon use | Gao, Decai, Bai, Edith, Wasner, Daniel, Hagedorn, Frank | Autotrophic Respiration (ra), Heterotrophic Respiration (rh) | ||
| An Unsupervised Approach to Build a Training Dataset for Individual Tree Crown Delineation Using Airborne Lidar and Field Observations | Sothe, Camile, Mccarthy, Ryan, Anderson, Christopher B. | Forest Composition/Vegetation Structure, Canopy Characteristics | ||
| A Large-Scale Inter-Comparison and Evaluation of Spatial Feature | Kilbride, John B., Kennedy, Robert E. | Forests, Biomass, Carbon | ||
| A Hybrid Index for Monitoring Burned Vegetation by Combining Image | Fan, Jiahui, Yao, Yunjun, Tang, Qingxin, Zhang, Xueyi, Xu, Jia, Yu, Ruiyang, Liu, Lu, Xie, Zijing, Ning, Jing, Zhang, Luna | Burned Area, Fire Dynamics, Fire Occurrence | ||
| Application of the wildland fire emissions inventory system to estimate fire emissions on forest lands of the United States | Smith, James E., Billmire, Michael, French, Nancy H.F., Domke, Grant M. | 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, Forest Fire Danger Index, Fire Models, Wildfires, Forest Fire Science | ||
| Beyond MRV: combining remote sensing and ecosystem modeling for geospatial monitoring and attribution of forest carbon fluxes over Maryland, USA | Hurtt, George C, Ma, Lei, Lamb, Rachel, Campbell, Elliot, Dubayah, Ralph O, Hansen, M, Huang, Chengquan, Leslie-Bole, Haley, Lister, Andrew, Lu, Jiaming, Panday, Frances Marie S, Shen, Quan, Silva, Carlos E, Tang, H | Carbon, Forest Composition/Vegetation Structure, DISTURBANCE, Deforestation, Forests, Canopy Characteristics, Vegetation Cover, Biomass | ||
| Assessment of Landscape-Scale Fluxes of Carbon Dioxide and Methane in | Delaria, Erin R., Wolfe, Glenn M., Blanock, Kaitlyn, Hannun, Reem, Thornhill, Kenneth Lee, Newman, Paul A., Lait, Leslie R., Kawa, S. Randy, Alvarez, Jessica, Blum, Spencer, CastanedaMoya, Edward, Holmes, Christopher, Lagomasino, David, Malone, Sparkle, Murphy, Dylan, Overbauer, Steven F., Pruett, Chandler, Serre, Aaron, Starr, Gregory, Szot, Robert, Troxler, Tiffany, Yannick, David, Poulter, Benjamin | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Canopy Characteristics, Vegetation Cover, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation, Lidar, Topography, Vegetation Height, Terrestrial Ecosystems, LIDAR WAVEFORM, Biomass, Water Vapor Mixing Ratio Profiles, Atmospheric Ozone, Atmospheric Carbon Dioxide, Atmospheric Carbon Monoxide, Methane, GREENHOUSE GAS FLUX, Brightness Temperature, Surface Soil Moisture |
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| Biomass Estimation with GNSS Reflectometry Using a Deep Learning Retrieval Model | Pilikos, Georgios, Clarizia, Maria Paola, Floury, Nicolas | Canopy Characteristics, SENSOR COUNTS | ||
| Automatic upgrade of 3D building models to LoD3 using 3D Point Clouds and Grounding DINO | Yarroudh, Anass, Kharroubi, Abderrazzaq, Jeddoub, Imane, Billen, Roland | Biomass, Canopy Characteristics, Vegetation Cover | ||
| Assessing climatic change impacts on mangrove structural dynamics on the northern coasts of the Persian Gulf | Shirmohammadi, Mahdieh, Mafi-Gholami, Davood, Pirasteh, Saied, Youssefi, Fahimeh, Shen, Jie, Li, Weilian, Li, Jonathan | Biomass, Canopy Characteristics, Vegetation Cover | ||
| Assessing the potential long-term effects of sea-level rise on salt marsh's coastal protective capacity under different climate pathway scenarios | de Souza de Lima, Andre, Cassalho, Felicio, Miesse, Tyler W., Henke, Martin, Canick, Michelle R., Ferreira, Celso M. | Canopy Characteristics, Vegetation Cover, Biomass | ||
| Characterizing the structural complexity of the Earth's forests with | de Conto, Tiago, Armston, John, Dubayah, Ralph | Land Use/Land Cover Classification, Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation, LIDAR WAVEFORM, Evergreen Vegetation, Deciduous Vegetation, Biomass, Shrubland/Scrub, Forests, Grasslands, Terrestrial Ecosystems, Forest Composition/Vegetation Structure |
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| Carbon, climate, and natural disturbance: a review of mechanisms | Dye, Alex W., Houtman, Rachel M., Gao, Peng, Anderegg, William R. L., Fettig, Christopher J., Hicke, Jeffrey A., Kim, John B., Still, Christopher J., Young, Kevin, Riley, Karin L. | Biomass, Carbon, Vegetation Species, Fire Disturbance, Forest Harvesting and Engineering, Carbon, Forests | ||
| Climate-limited vegetation change in the conterminous United States of | Parra, Adriana, Greenberg, Jonathan | Deserts, Reflectance, Forests, Grasslands, Forest Composition/Vegetation Structure, Land Use/Land Cover Classification, Alpine/Tundra | ||
| Deforestation in Latin America in the 2000s predominantly occurred outside of typical mature forests | Zhang, Zhiyu, Ni, Wenjian, Quegan, Shaun, Chen, Jingming, Gong, Peng, Rodriguez, Luiz Carlos Estraviz, Guo, Huadong, Shi, Jiancheng, Liu, Liangyun, Li, Zengyuan, He, Yating, Liu, Qinhuo, Shimabukuro, Yosio, Sun, Guoqing | Biomass, Carbon, Forests, Deforestation | ||
| Deep-learning-based canopy height model generation from sub-meter resolution panchromatic satellite imagery | Abolt, Charles J, E Santos, Javier, Atchley, Adam L, Wells, Lucas, Martin, Daithi, Parsons, Russell A, Linn, Rodman R | Mangroves, Digital Elevation/Terrain Model (DEM), Canopy Characteristics | ||
| Emissions of methane from coal fields, thermal power plants, and wetlands and their implications for atmospheric methane across the south Asian region | Dangeti, Mahalakshmi Venkata, Pathakoti, Mahesh, Asuri, Kanchana Lakshmi, Peethani, Sujatha, Shaik, Ibrahim, Krishnan Sundara, Rajan, Sagar, Vijay Kumar, Pushpanathan, Raja, Tiwari, Yogesh Kumar, Chauhan, Prakash | Wetlands, Methane, Emissions | ||
| Efficient first-order algorithms for large-scale, non-smooth maximum entropy models with application to wildfire science | Provencher Langlois, Gabriel, Buch, Jatan, Darbon, Jerome | Biomass, Litter Characteristics, Carbon, Forests | ||
| Effects of spatial variability in vegetation phenology, climate | He, Yinan, Bond-Lamberty, Ben, Myers-Pigg, Allison N., Newcomer, Michelle E., Ladau, Joshua, Holmquist, James R., Brown, James B., Falco, Nicola | Autotrophic Respiration (ra), Heterotrophic Respiration (rh) | ||
| Contribution of vegetation fragments to carbon storage in agricultural landscapes of the Peruvian Amazon | Vela Alvarado, Jorge Washinton, Clavo, Zoyla-Mirella, Ramirez-Flores, Noe, Villegas Panduro, Pedro Pablo, Saito Villanueva, Carlos | Carbon, Carbon Sequestration, Carbon Flux, Forests | ||
| 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 | ||
| 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 | ||
| Human risk to tick encounters in the southeastern United States estimated with spatial distribution modeling | Butler, Rebecca A., Papes, Mona, Vogt, James T., Paulsen, Dave J., Crowe, Christopher, Trout Fryxell, Rebecca T. | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature, Emissivity, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Biomass, Litter Characteristics, Carbon, Forests, Runoff, Soil Texture, Photosynthesis, Primary Production, Vegetation Productivity, Evapotranspiration, Latent Heat Flux, Land Use/Land Cover Classification, Burned Area |
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| How does canopy height regulate autumn photosynthetic phenology in the Northern Hemisphere? | Tang, Rui, He, Bin, Shen, Miaogen, Zhong, Ziqian, Xu, Hongtao, Li, Tiewei, Guo, Lanlan, Huang, Ling, Huang, Xinzi | Canopy Characteristics |