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 Photosynthetically Active Radiation Data
List of peer-reviewed publications that cite using Photosynthetically Active Radiation data.
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| Title | Year Sort ascending | Author | Topic | Dataset |
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| Commodity-driven deforestation doubles local warming from tropical forest loss | Smith, Callum, Baker, Jessica C A, Doggart, Nike H, Argles, Arthur P K, Robertson, Eddy, Chadwick, Robin, Adami, Marcos, Coelho, Caio A S, Spracklen, Dominick V | Land Use/Land Cover Classification, Albedo, Anisotropy, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI), Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux, Land Surface Temperature, Emissivity |
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| Impacts of Tree Allometry on Structure, Composition, Functioning and | Paudel, Prashant, Olin, Stefan, Tjoelker, Mark, Pontarp, Mikael, Metcalfe, Daniel, Smith, Benjamin | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | ||
| Integrating physical drivers for wildfire hazard modelling in support of | Corbea-Perez, Alejandro, Merino, Andres, Navarro, Andres, Garcia-Ortega, Eduardo | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature, Emissivity, Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Declining grassland canopy height in China under asymmetric biomass allocation | Li, Huaqiang, Hu, Xinmiao, Li, Fei, Zhang, Yingjun, Lin, Kejian, Wang, Jie, Wang, Jiating | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, Reflectance, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | ||
| Joint calibration of multi-scale hydrological data sets using probabilistic water balance data fusion: methodology and application to the irrigated Hindon River Basin ... | Mourad, Roya, Schoups, Gerrit, Rajendran, Vinnarasi, Bastiaanssen, Wim | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain | ||
| Improved estimation of evapotranspiration and gross primary productivity | Wang, Shuai, Wang, Yingping, Zhang, Lu, Cheng, Lei, Lei, Xuxin, Fu, Chenhao, Lai, Yao, Qin, Shujing, Liu, Pan | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | ||
| Locally Relevant Streamflow by Integrating a Land Surface Model Ensemble With a TwoStage LSTM PostProcessor | Magotra, Bhanu, Saharia, Manabendra | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | ||
| 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 | ||
| 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 | ||
| 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) | ||
| 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 | ||
| Global near real-time 500 m 10 d FPAR dataset from MODIS and VIIRS for operational agricultural monitoring and crop yield forecasting | Seguini, Lorenzo, Klisch, Anja, Meroni, Michele, Vrieling, Anton, Manfron, Giacinto, Atzberger, Clement, Rembold, Felix | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification |
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| Global patterns and controls of terrestrial above-and belowground | Wang, Shuai, Wang, Yingping, Zhang, Lu, Cheng, Lei, Zou, Kaijie, Zhou, Lihao, Wang, Yafei, Ye, Linyuan, Wu, Yue, Chang, Liwei, Qin, Shujing, Liu, Pan | Biomass Dynamics, Primary Production, Biomass, Photosynthesis, Vegetation Productivity, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | ||
| Nonlinear impacts of urban size and vegetation cover on global surface | Jiang, Song, Zhao, Yongling, Zhao, Lei, Strebel, Dominik, Derome, Dominique, Urge-Vorsatz, Diana, Carmeliet, Jan, Peng, Jian | Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Phenology-Aligned multi-task temporal fusion framework for satellite-based triple-seasonal rice yield estimation in Southeast Asia | Lin, Zhixian, Guan, Kaiyu, Wang, Sheng, Zhou, Qu, You, Liangzhi, Chen, Xuan, Luo, Xiangzhong, Zhao, Kejie | Primary Production, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Gross Primary Production (gpp), Reflectance | ||
| Opportunistic growth phenology and water-use of semi-arid tree species of northern Arizona | Teets, Aaron, Carbone, Mariah S, Koch, George, Kolb, Thomas, Morino, Kiyomi, Basler, David, Rademacher, Tim, Richardson, Andrew D | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | ||
| Ocean Chlorophyll-a Concentration and the Extension of the Migration of Franklin's Gulls (Leucophaeus pipixcan) in Southern South America | Acuna-Ruz, Maria P., Quintero-Galvis, Julian F., Vukasovic, Angelica M., Hodge, Jonathan, Estades, Cristian F. | Ocean Color, Reflectance, Aerosol Optical Depth/Thickness, Angstrom Exponent, Chlorophyll Concentration, Attenuation/Transmission, Organic Carbon, Inorganic Carbon, Fluorescence, Photosynthetically Active Radiation, Ocean Color, Reflectance, Aerosol Optical Depth/Thickness, Angstrom Exponent, Chlorophyll Concentration, Attenuation/Transmission, Organic Carbon, Inorganic Carbon, Fluorescence, Photosynthetically Active Radiation | ||
| Prediction of maize yield in Uganda using CNN-LSTM architecture on a multimodal climate and remote sensing dataset | Taremwa, Danison, Ahishakiye, Emmanuel, Obbo, Aggrey, Kisozi, Paul Kategaya, Kaggwa, Fred | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | ||
| Quantitative assessment of vegetation-driven removal of key air | Liu, Tong, Yao, Jiaqi, Cao, Yongqiang, Lu, Lijun, Chang, Huanyu, Ren, He, Mo, Fan, Wang, Xuan, Xu, Nan | Heat Flux, Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, Precipitation Rate, Snow/Ice, Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds, Wind Speed, U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification | ||
| Sustainable grazing strategies for balancing soil conservation and | Liu, Le, Chen, Yunming, Peng, Shouzhang, Han, Qinggong, Wu, Yang | Evapotranspiration, Latent Heat Flux, Photosynthesis, Primary Production, Vegetation Productivity, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | ||
| Spatio-temporal Analysis of Forest Degradation and Its Biomass Carbon Model in Sumatra | Zahira, Dhia Zalfa, Sakti, Anjar Dimara, Wikantika, Ketut | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Photosynthesis, Primary Production, Vegetation Productivity, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature, Emissivity |
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| Soybean yield estimation in the Brazilian Midwest using Sentinel-2 imagery | de Carvalho Pereira, Ester, Pereira dos Santos, Geovani, Chaves, Michel E. D., Salgado, Gabriela Cristina, Poppiel, Raul Roberto, Kaster, Daniel S., Yuan, Wenping, Junqueira, Cynthia, Chinatto, Adilson, dos Santos Luciano, Ana Claudia | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature, Emissivity | ||
| The dynamic response of vegetation water use efficiency to wildfire | Xi, Huipeng, Wang, Qunming, Atkinson, Peter M. | Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area | ||
| Uncertainty Analysis of Gross Primary Production (GPP) Remote-Sensing | Ge, Zhongxi, Qu, Yanda, Teng, Huiqin, Tang, Bo-Hui | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | ||
| Weakening mountain vegetation aspect asymmetry due to altered energy conditions | Tian, Qing, Tian, Feng | Plant Phenology, Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) |