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Publications Citing CMS Data

List of peer-reviewed publications that cite using CMS data.
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DeepAir: Deep learning and satellite imagery to estimate high-resolution PM2. 5 at scale Guo, Wenxuan, Hu, Zhaoping, Jin, Ling, Xu, Yanyan, Gonzalez, Marta C Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Fossil Fuel Burning, Atmospheric Carbon Dioxide
Detecting Burned Vegetation Areas by Merging Spectral and Texture Features in a ResNet Deep Learning Architecture Fan, Jiahui, Yao, Yunjun, Li, Yajie, Zhang, Xueyi, Chen, Jiquan, Fisher, Joshua B., Zhang, Xiaotong, Jiang, Bo, Liu, Lu, Xie, Zijing, Zhang, Luna, Qiu, Fei Burned Area, Fire Dynamics, Fire Occurrence
Events Evaluating the Deterioration Risk of Cultural Heritage Building by CFD SimulationA Case Study of Chaotian Temple in Taiwan Liao, Chia-Yu, Lee, Meng-Chieh Jeffrey, Tsai, Y.L. Biomass, Canopy Characteristics, Vegetation Cover
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
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
Natural forests of the worlda 2020 baseline for deforestation and degradation monitoring Neumann, Maxim, Raichuk, Anton, Jiang, Yuchang, Rey, Melanie, Stanimirova, Radost, Sims, Michelle J., Carter, Sarah, Goldman, Elizabeth, Anderson, Keith, Poklukar, Petra, Tarrio, Katelyn, Lesiv, Myroslava, Fritz, Steffen, Clinton, Nicholas, Stanton, Charlotte, Morris, Dan, Purves, Drew Vegetation Cover, Forests, Canopy Characteristics, Biomass, Land Use/Land Cover Classification
Observation and Simulation of Methane Plumes During the Morning Boundary Hu, XiaoMing, Honeycutt, Wesley T., Wang, Chenghao, Weng, Binbin, Zhou, Bowen, Xue, Ming Wetlands, Methane, Emissions
Navigating the Future: Intelligent Ship Detection through Multisensor Imagery and Deep Learning Das, Shreya Biomass, Canopy Characteristics, Vegetation Cover
Non-parametric spatiotemporal trends in fire: An approach to identify Karami, Peyman, Tavakoli, Sajad Burned Area, Fire Dynamics, Fire Occurrence
Permanence risks limit blue carbon financing strategies to safeguard Southeast Asian mangroves Kwan, Valerie, Friess, Daniel A., Sarira, Tasya Vadya, Zeng, Yiwen Coastal, Biomass, Wetlands, Canopy Characteristics
Orbital river gauge from optical and passive microwave radiometry. A comparison of capabilities Kugler, Zsofia, Horvath, Viktor Gyozo Biomass, Canopy Characteristics, Vegetation Cover
Synthesis of a National Soil Dataset Across Productive Land in Mexico: ArroyoCruz, Carlos E., Prado, Blanca, Kolb, Melanie, MoraPalomino, Lucy Natividad, ToddBrown, Katherine, Guevara, Mario Soil Organic Carbon (SOC), Soil Bulk Density, Organic Matter
State of Wildfires 2024-2025 Kelley, Douglas I., Burton, Chantelle, Di Giuseppe, Francesca, Jones, Matthew W., Barbosa, Maria L. F., Brambleby, Esther, McNorton, Joe R., Liu, Zhongwei, Bradley, Anna S. I., Blackford, Katie, Burke, Eleanor, Ciavarella, Andrew, Di Tomaso, Enza, Eden, Jonathan, Ferreira, Igor Jose M., Fiedler, Lukas, Hartley, Andrew J., Keeping, Theodore R., Lampe, Seppe, Lombardi, Anna, Mataveli, Guilherme, Qu, Yuquan, Silva, Patricia S., Spuler, Fiona R., Steinmann, Carmen B., Torres-Vazquez, Miguel Angel, Veiga, Renata, van Wees, Dave, Wessel, Jakob B., Wright, Emily, Bilbao, Bibiana, Bourbonnais, Mathieu, Gao, Cong, Di Bella, Carlos M., Dintwe, Kebonye, Donovan, Victoria M., Harris, Sarah, Kukavskaya, Elena A., N'Dri, Aya Brigitte, Santin, Cristina, Selaya, Galia, Sjostrom, Johan, Abatzoglou, John T., Andela, Niels, Carmenta, Rachel, Chuvieco, Emilio, Giglio, Louis, Hamilton, Douglas S., Hantson, Stijn, Meier, Sarah, Parrington, Mark, Sadegh, Mojtaba, San-Miguel-Ayanz, Jesus, Sedano, Fernando, Turco, Marco, van der Werf, Guido R., Veraverbeke, Sander, Anderson, Liana O., Clarke, Hamish, Fernandes, Paulo M., Kolden, Crystal A. Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Fire Dynamics
The Long-Run Dynamic Impact of Light Rail Construction on Regional On-Road CO
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Emissions per Capita 		Credit, Kevin Fossil Fuel Burning, Atmospheric Carbon Dioxide
Separating and quantifying facility-level methane emissions with overlapping plumes for spaceborne methane monitoring Pang, Yiguo, Tian, Longfei, Hu, Denghui, Gao, Shuang, Liu, Guohua Methane, Emissions, Urban Areas, Infrastructure
TorchGeo: Deep Learning With Geospatial Data Stewart, Adam J., Robinson, Caleb, Corley, Isaac A., Ortiz, Anthony, Lavista Ferres, Juan M., Banerjee, Arindam Coastal, Biomass, Wetlands, Canopy Characteristics
Toward improving our understanding on land surface interactions using geoinformatics: the expected contribution of LISTEN-EO project Petropoulos, George P., Detsikas, Spyridon E., Lekka, Christina Atmospheric Carbon Dioxide, Carbon Dioxide
Underestimated Carbon Losses as Dissolved Organic Carbon in Forested Liu, Dong, Chang, Ruiying, Zhao, Hongyu, Wang, Tao, Yang, Yuan, Pan, Ming, Tang, Haiping Photosynthesis, Primary Production, Vegetation Productivity, Autotrophic Respiration (ra), Heterotrophic Respiration (rh)
What can we learn about tropospheric OH from satellite observations of methane? Penn, Elise, Jacob, Daniel J., Chen, Zichong, East, James D., Sulprizio, Melissa P., Bruhwiler, Lori, Maasakkers, Joannes D., Nesser, Hannah, Qu, Zhen, Zhang, Yuzhong, Worden, John 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, Wetlands, Methane
Wildland and Forest Fire Emissions on Federally Managed Land in the United States, 20012021 Hoover, Coeli M., Smith, James E. Emissions, Forest Fire Danger Index, Fire Models, Wildfires, Forest Fire Science
Using hydrological modelling to improve the Fire Weather Index system Mortelmans, J., Apers, S., De Lannoy, G. J. M., Veraverbeke, S., Field, R. D., Andela, N., Page, S. E., Bechtold, M. Burned Area, Fire Dynamics, Fire Occurrence
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 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)
TROLL 4.0: representing water and carbon fluxes, leaf phenology, and intraspecific trait variation in a mixed-species individual-based forest dynamics modelPart 2 ... Schmitt, Sylvain, Fischer, Fabian J., Ball, James G. C., Barbier, Nicolas, Boisseaux, Marion, Bonal, Damien, Burban, Benoit, Chen, Xiuzhi, Derroire, Geraldine, Lichstein, Jeremy W., Nemetschek, Daniela, Restrepo-Coupe, Natalia, Saleska, Scott, Sellan, Giacomo, Verley, Philippe, Vincent, Gregoire, Ziegler, Camille, Chave, Jerome, Marechaux, Isabelle Lidar, Forest Composition/Vegetation Structure, Digital Elevation/Terrain Model (DEM), Canopy Characteristics, Litter Characteristics, Crown, Forests, Vegetation Species
Understand systemic risk from mangrove ecosystem through network analysis Gong, Mimi, Yu, Ke, Huang, Qiang, A, Yinglan, Aczel, Miriam, Li, Ye, Ran, Maofang, Cheng, Yan, Li, Kaiji, Qu, Shen Vegetation Cover, Estuary, Erosion, Normalized Difference Vegetation Index (NDVI), Erosion, Land Resources, Mangroves, Coastal, Anthropogenic/Human Influenced Ecosystems
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