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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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| Longterm vegetation changes in elephantrelated areas of concern in Kruger National Park, South Africa | Coetsee, Corli, Kleyn, Linda, Vogeler, Jody C., Filippelli, Steven K., Vermeulen, Liezl M., Wigley, Benjamin J., Ferreira, Sam | Savannas, Vegetation Height, Vegetation Cover, Forest Composition/Vegetation Structure | ||
| Learning feature representations with recurrent neural networks for the Earth Sciences | Campos-Taberner, Manuel, Mateo-Sanchis, Anna, Adsuara, Jose E., Martinez, Beatriz, Rhif, Manel, Ben Abbes, Ali, Piles, Maria, Perez-Suay, Adrian, Garcia-Haro, Francisco Javier, Gilabert, M.A. | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Mapping Evapotranspiration and Diffuse Recharge via Variational | Mahmood, Asif, Farhadi, Leila | Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Surface Soil Moisture | ||
| Mapping field-scale daily evapotranspiration using unbiased spatio-temporal fusion approach over heterogeneous surface | Guo, Aoxiang, Huang, Sunweiyu, Song, Lisheng, Chu, Dong, Liu, Desheng | LIDAR WAVEFORM, Canopy Characteristics, Terrain Elevation | ||
| Mapping Flood-Prone Areas and Crop Damage Assessment Using Remote Sensing and GIS: A Comparative Analysis of the 2010 and 2022 Floods in Sindh, Pakistan | Arif, Hiba, Khan, Mariam, Khan, Imran Ahmed, Lahori, Altaf Hussain, Kausar, Anila | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Mapping Forest Canopy Height via Self-Attention Multisource Feature Fusion and a Blending-Based Heterogeneous Ensemble Model | Tian, Jing, Zhang, Pinghao, Dong, Pinliang, Shan, Wei, Guo, Ying, Li, Dan, Wang, Qiang, Mei, Xiaodan | Terrain Elevation, Vegetation Height | ||
| Methane fluxes from Arctic & boreal North America: comparisons between process-based estimates and atmospheric observations | Liu, Hanyu, Ishizawa, Misa, Vogel, Felix R., Zhang, Zhen, Poulter, Benjamin, Feng, Leyang, Chen, Ao, Gagne-Landmann, Anna L., Huntzinger, Deborah N., Melton, Joe R., Yadav, Vineet, Gaeta, Dylan C., Huang, Ziting, Worthy, Douglas E. J., Chan, Douglas, Miller, Scot 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 | ||
| Methodological sensitivities when identifying dryland degradation: case studies from two Australian regions | Zhang, Xinyue, Evans, Jason P., Fisher, Adrian G. | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Vegetation Index, Enhanced Vegetation Index (EVI) | ||
| Meta-analysis of North American Arctic and boreal aboveground biomass datasets: assessing accuracy, dynamics, and similarities | Liang, Wanwan, Bauck, Kirsten, Maloney, Devon, Hoy, Elizabeth, Montesano, Paul, Lara, Mark J, Yang, Daryl, Forsythe, Jeremy, Duncanson, Laura, Walker, Xanthe, Wang, Jonathan A | Biomass, Forests, Grasslands, Alpine/Tundra, Carbon, Vegetation Cover, Land Use/Land Cover Classification, Land Use Classes, Biomass Dynamics |
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| Modeling and optimizing alpine forest management to maximize carbon sequestration | Brocco, Sebastian, Berretti, Roberta, Pilli, Roberto, Morresi, Donato, Garbarino, Matteo, Motta, Renzo, Vacchiano, Giorgio | Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM, Canopy Characteristics | ||
| Deep neural network-based approaches for aboveground biomass mapping in Indian Sundarbans | Banerjee, Sinchan, Santra, Abhisek, Bhadra, Tuhin, Mukherjee, Kasturi, Saha, Abinit, Das, Roshan, Sardar, Rupayan, Roy, Soumak, Mitra, Shreyashi S. | Forests, Biomass | ||
| Desert mycobiome of Saudi Arabia is driven by vegetation patterns | Mani, Israel, Mikryukov, Vladimir, Alkahtani, Saad, Tedersoo, Leho | Reflectance, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Delta-X: An airborne remote sensing framework to calibrate hydrodynamic | Simard, Marc, Jones, Cathleen E., Twilley, Robert R., Castaneda-Moya, Edward, Fagherazzi, Sergio, Fichot, Cedric G., Lamb, Michael P., Passalacqua, Paola, Pavelsky, Tamlin M., Thompson, David R., Belhadj-aissa, Saoussen, Biswas, Pradipta, Christensen, Alexandra, Cortese, Luca, Denbina, Michael, Donatelli, Carmine, Flores, Sarah, Fontenot, Andy, Harringmeyer, Joshua P., Jensen, Daniel, Mallard, John, Nghiem, Justin, Oliver-Cabrera, Talib, Payandeh, Ali Reza, Rovai, Andre S., Solohin, Elena, Soloy, Antoine, Varugu, Bhuvan, Wang, Dongchen, Wright, Kyle, Zhang, Xiaohe, Zheng, Yang | Hydroperiod, Inundation, Water Channels, Surface Water Processes/Measurements, Estuary, Water Depth, Coastal Bathymetry, Wetlands, Deltas, RIVERS/STREAMS, Digital Elevation/Terrain Model (DEM), Coastal Elevation, Wetlands, Stage Height, Salt Marsh, Coastal, Biomass, Wetlands, Forests, Suspended Solids, Terrain Elevation, Primary Production, Vegetation Species, Plant Characteristics, Sedimentation, Accretion, Isotopic Age, Soil Horizons/Profile, Infrared Radiance, Sedimentation, Sediments, VIEWING GEOMETRY, Vegetation Cover, Geolocation, Visible Radiance, Sediment Transport, Sediment Transport, Attenuation/Transmission, Vegetation Fraction, Sea Level Changes, REFLECTED INFRARED, VISIBLE IMAGERY, Reflectance, Isotopes, Nutrients, Nutrient Cycling, Isotope Ratios, Sediment Transport, Sediment Transport, Nitrogen, Organic Matter, Soil Bulk Density, Carbon, Potassium, Nitrogen, Dominant Species, Discharge/Flow, Soil Rooting Depth, Salinity, Sediment Composition, Organic Matter, Solids, Surface Water Chemistry, Soil Organic Carbon (SOC), Sedimentation, Water Depth, Water Characteristics, Turbidity, Water Temperature, Chlorophyll Concentrations, Sedimentation |
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| Deriving Gridded Soil Moisture Estimates Using Earth Observation Data | Fealy, Rowan, Ishola, Kazeem, McCarthy, Tim, Nair, Ajay, de Andrade Moral, Rafael | Plant Phenology, Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification, Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI) | ||
| Fuzzy Cognitive Maps in Corn Yield Forecast | Kokhan, Svitlana, Popov, Mykhailo, Alpert, Sofiia, Andreiev, Artem, Drozdivskyi, Oleg, Temna, Yuliia, Sybirtseva, Oksana, Dorofey, Yelizaveta | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature, Emissivity, Photosynthesis, Primary Production, Vegetation Productivity | ||
| FRIDA-Clim v1. 0.1: a simple climate model with process-based carbon cycle used in the integrated assessment model FRIDAv2. 1 | Wells, Christopher D., Ramme, Lennart, Smith, Chris, Breier, Jannes, Muralidhar, Adakudlu, Li, Chao, Gjermundsen, Ada, Schoenberg, William Alexander, Blanz, Benjamin, Mauritzen, Cecilie | Forests, Plant Phenological Changes, Normalized Difference Vegetation Index (NDVI), Plant Phenology, Evergreen Vegetation, Vegetation Index | ||
| From column to surface: connecting the performance in simulating aerosol optical properties and PM2.5 concentrations in the NASA GEOSCCM | Mogno, Caterina, Colarco, Peter R., Collow, Allison B., Das, Sampa, Strode, Sarah A., Valenti, Vanessa, Manyin, Michael E., Liang, Qing, Oman, Luke, Steenrod, Stephen D., Knowland, K. Emma | 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, Aerosol Backscatter, Aerosol Extinction, Aerosol Optical Depth/Thickness, Angstrom Exponent, Aerosol Particle Properties, Aerosol Radiance, Dust/Ash/Smoke, Nitrate Particles, Organic Particles, Sulfate Particles, Optical Depth/Thickness, Radiative Flux, Reflectance | ||
| From disagreement to consistency: Evaluating and fusing multi-source land cover products for reliable mapping in mountainous Southwest China | Li, Wenqing, Li, Jin, Wu, Fengwen, Zhang, Zhiming, Chen, Jiahui | Land Use/Land Cover, Anthropogenic/Human Influenced Ecosystems, Sustainability | ||
| Functional composition and structural diversity enhance mangrove forest resilience in the Sundarbans | Rahman, Md Mizanur, Zimmer, Matin, Rahman, Md Saidur, Donato, Daniel, Liang, Jingjing, Khan, Md Nabiul Islam, Weng, Qihao | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Functional homogenization of terrestrial mammals outside protected areas in the Hengduan Mountains, China | Li, Xueyou, Hu, Wenqiang, Onditi, Kenneth Otieno, Li, Quan, Hu, Zhechang, Bai, Ru, Liu, Yang, Wang, Hongjiao, Jiang, Xuelong | Photosynthesis, Primary Production, Vegetation Productivity | ||
| Global atmospheric hydrogen chemistry and source-sink budget equilibrium simulation with the EMAC v2. 55 model | Surawski, Nic, Steil, Benedikt, Bruhl, Christoph, Gromov, Sergey, Klingmuller, Klaus, Martin, Anna, Pozzer, Andrea, Lelieveld, Jos | 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 daily 1 km gapless XCO2 (20032023) derived from multi-satellite observations and a spatiotemporal deep learning framework | Wang, Jiawei | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | ||
| Global daily 9 km remotely sensed soil moisture (20152025) with microwave radiative transfer-guided learning | Feng, Sijia, Li, Aoyang, Zhou, Rui, Butterbach-Bahl, Klaus, Guan, Kaiyu, Jin, Zhenong, Looms, Majken C., Wang, Sherrie, Igel, Christian, Treat, Claire, Olesen, Jrgen Eivind, Wang, Sheng | Brightness Temperature, Surface Soil Moisture, Air Temperature, Soil Moisture/Water Content, Soil Temperature, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification | ||
| ForestScan: a unique multiscale dataset of tropical forest structure across 3 continents including terrestrial, UAV and airborne LiDAR and in-situ forest census data | Chavana-Bryant, Cecilia, Wilkes, Phil, Yang, Wanxin, Burt, Andrew, Vines, Peter, Bennett, Amy C., Pickavance, Georgia C., Cooper, Declan L. M., Lewis, Simon L., Phillips, Oliver L., Brede, Benjamin, Lau, Alvaro, Herold, Martin, McNicol, Iain M., Mitchard, Edward T. A., Coomes, David A., Jackson, Toby D., Makaga, Loic, Milamizokou Napo, Heddy O., Ngomanda, Alfred, Ntie, Stephan, Medjibe, Vincent, Dimbonda, Pacome, Soenens, Luna, Daelemans, Virginie, Proux, Laetitia, Nilus, Reuben, Labriere, Nicolas, Jeffery, Kathryn, Burslem, David F. R. P., Clewley, Dan, Moffat, David, Qie, Lan, Bartholomeus, Harm, Vincent, Gregoire, Barbier, Nicolas, Derroire, Geraldine, Abernethy, Katharine, Scipal, Klaus, Disney, Mathias | Carbon, Forests, Biomass | ||
| FoScenes: A high-fidelity, large-scale 3D forest plant area density product derived from open-access airborne lidar data | Zhou, Cailin, Yin, Tiangang, Wei, Shanshan, Cook, Bruce D., Tan, Weiwei, Yan, Wai Yeung, Chen, Qi, Gastellu-Etchegorry, Jean-Philippe | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification |