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 SIF-ESDR Data
List of peer-reviewed publications that cite using SIF-ESDR data.
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| Title | Year Sort ascending | Author | Topic | Dataset |
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| Amazon forest nutrient limitation is mitigated by distant fire emissions | Descals, Adria, Janssens, Ivan A., Penuelas, Josep | Solar Induced Fluorescence, Chlorophyll, Primary Production, Leaf Characteristics, Reflectance, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) |
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| Development of the long-term harmonized multi-satellite SIF (LHSIF) dataset at 0.05 resolution (19952024) | Zou, Chu, Du, Shanshan, Liu, Xinjie, Liu, Liangyun | Atmospheric Carbon Dioxide, Solar Induced Fluorescence, Land Use/Land Cover Classification, Reflectance, Primary Production, Chlorophyll, Photosynthesis, Leaf Characteristics, Albedo, Anisotropy |
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| Temporally extending long-term forest productivity dynamics using | Cen, Yi, Hou, Lu, Gao, Xiaojie, Liu, Kai, Li, Yao, Shen, Yu, Yang, Yingpin, Wang, Zongbin, Wang, Jinnian | Plant Phenology, Enhanced Vegetation Index (EVI), Solar Induced Fluorescence, Chlorophyll, Primary Production, Leaf Characteristics | ||
| Sensing Plant Photosynthesis Using Solar-Induced Chlorophyll Fluorescence: From Chloroplasts to the Globe | Yang, Xi, Guan, Kaiyu, Chen, Min, Johnson, Jennifer E., Li, Rong, Kimm, Hyungsuk, Wu, Genghong, Kim, Jongmin, Dashti, Hamid, Wang, Sheng, Lerdau, Manuel, Frankenberg, Christian, Berry, Joseph A. | Solar Induced Fluorescence, Reflectance, Primary Production, Photosynthesis, Leaf Characteristics, Chlorophyll | ||
| Climate warming strengthened but droughts eliminated the coupling between productivity and tree growth in semi-arid plantations | Li, Jitang, Shen, Zehao, Gazol, Antonio, Xie, Yuyang, Xiahou, Mingjian, Camarero, Jesus Julio | Chlorophyll, Leaf Characteristics, Solar Induced Fluorescence, Reflectance, Photosynthesis, Primary Production | ||
| Atmospheric CO2 observations reveal seasonality bias in Arcticboreal carbon flux estimates | Wen, Jiaming, Sun, Wu, Foster, Kelsey T, Bond-Lamberty, Ben, Miller, Charles E, Feng, Liang, Michalak, Anna M | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Atmospheric Carbon Dioxide, Methane, Atmospheric Carbon Monoxide, Atmospheric Ozone, Water Vapor, Respiration Rate, Carbon Flux, Gross Primary Production (gpp), Soil Respiration, NET ECOSYSTEM CO2 EXCHANGE (NEE), Boundary Layer Winds, Upper Air Temperature, Humidity, Wind Speed, Wind Dynamics, Solar Induced Fluorescence, Reflectance, Primary Production, Photosynthesis, Chlorophyll |
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| Satellite-Constrained Reanalysis Reveals CO2 Versus Climate Process | Bilir, T. Eren, Bloom, A. Anthony, Konings, Alexandra G., Liu, Junjie, Parazoo, Nicholas C., Quetin, Gregory R., Norton, Alexander J., Worden, Matthew A., Levine, Paul A., Ma, Shuang, Braghiere, Renato K., Longo, Marcos, Bowman, Kevin, Saatchi, Sassan, Schimel, David S., Miller, Charles E., OSullivan, Michael, Kang, Yanghui, Pandey, Sudhanshu, Patton, Alex J., Yang, Yan, Liu, Yanlan | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Solar Induced Fluorescence, Chlorophyll, Primary Production | ||
| Projected Strengthening of Water Constraint on Seasonal Peak | Chen, Xingan, Huang, Yuefei, Zhang, Shuo, Yang, Yuting, Tan, Shen, Nie, Chong, Wang, Guangqian, Chen, Zhichao | Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature, Humidity, Evapotranspiration, Surface Winds, Rain, Precipitation Rate, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Water Equivalent, Runoff, Solar Induced Fluorescence, Reflectance, Primary Production, Photosynthesis, Leaf Characteristics, Chlorophyll | ||
| Contrasting temperature sensitivity of boreal forest productivity in North America and Eurasia | Muccio, D., KeppelAleks, G., Parazoo, N. | Solar Induced Fluorescence, Reflectance, Primary Production, Photosynthesis, Leaf Characteristics, Chlorophyll | ||
| Detection of fast-changing intra-seasonal vegetation dynamics of drylands using solar-induced chlorophyll fluorescence (SIF) | Wen, Jiaming, Tagliabue, Giulia, Rossini, Micol, Fava, Francesco Pietro, Panigada, Cinzia, Merbold, Lutz, Leitner, Sonja, Sun, Ying | Longwave Radiation, Shortwave Radiation, Heat Flux, Liquid Precipitation, Snow/Ice, Geopotential Height, Altitude, Surface Temperature, Skin Temperature, Upper Air Temperature, Dew Point Temperature, Air Temperature, Cloud Top Temperature, Atmospheric Winds, Surface Winds, U/V Wind Components, Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Cloud Top Pressure, Sea Level Pressure, Surface Pressure, Specific Humidity, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds, Total Ozone, Reflectance, Anisotropy, Land Use/Land Cover Classification, Solar Induced Fluorescence, Chlorophyll, Primary Production, Leaf Characteristics, Potential Vorticity, Vertical Profiles, Relative Humidity, Ozone Profiles |
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| Increasing Ecosystem Fluxes Observed from Eddy Covariance and | Zheng, Jiao, Zhou, Hao, Yue, Xu, Liu, Xichuan, Xia, Zhuge, Wang, Jun, Xiao, Jingfeng, Li, Xing, Zhang, Fangmin | Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux, Vegetation Productivity, Solar Induced Fluorescence, Chlorophyll, Leaf Characteristics | ||
| Improved consistency in solar-induced fluorescence retrievals from GOME-2A with the SIFTER v3 algorithm | Anema, Juliette C. S., Boersma, K. Folkert, Tilstra, Lieuwe G., Tuinder, Olaf N. E., Verstraeten, Willem W. | Solar Induced Fluorescence, Reflectance, Primary Production, Photosynthesis, Leaf Characteristics, Chlorophyll | ||
| Forecasting of Fine-Grained SIF of OCO-2 Using Multi-source Data and AI-Based Techniques | Pais, Spurthy Maria, Bhattacharjee, Shrutilipi, Madasamy, Anand Kumar | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity, Solar Induced Fluorescence, Chlorophyll, Primary Production, Leaf Characteristics | ||
| Monitoring the Pulse of America's Natural Resources From the Orbiting | Svoboda, Mark, Kira, Oz, Sun, Ying, Smith, William K., Magney, Troy, Wood, Jeffrey D., Parazoo, Nicholas C. | Solar Induced Fluorescence, Chlorophyll, Primary Production, Leaf Characteristics | ||
| Gross primary productivity of terrestrial ecosystems: a review of | Pandey, Varsha, Harde, Sakshi, Rajasekaran, Eswar, Deb Burman, Pramit Kumar | Reflectance, Primary Production, Chlorophyll, Photosynthesis, Leaf Characteristics, Solar Induced Fluorescence | ||
| Research on Improving the Accuracy of SIF Data in Estimating Gross Primary Productivity in Arid Regions | Liu, Wei, Wang, Yu, Mamtimin, Ali, Liu, Yongqiang, Gao, Jiacheng, Song, Meiqi, Aihaiti, Ailiyaer, Wen, Cong, Yang, Fan, Huo, Wen, Zhou, Chenglong, Peng, Jian, Sayit, Hajigul | Solar Induced Fluorescence, Chlorophyll, Primary Production, Leaf Characteristics | ||
| Drought timing differentiates the drought responses of vegetation growth on the Tibetan Plateau | Meng, Zekai, Wu, Xiuchen, Li, Yang, Wang, Xiaona | Precipitation, Rain, Precipitation Amount, Precipitation Rate, Snow, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Chlorophyll, Leaf Characteristics, Solar Induced Fluorescence, Reflectance, Photosynthesis, Primary Production | ||
| Downscaling Solar-Induced Chlorophyll Fluorescence to A 0.05-Degree Monthly Product using AVHRR Data in East Asia (1995-2003) | Jin, Yan, Ge, Yong, Fan, Haoyu, Li, Zeshuo, Jia, Yan, Liu, Yaojie, Liu, Hongyan | Chlorophyll, Primary Production, Reflectance | ||
| 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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| Interannual variability of summertime formaldehyde (HCHO) vertical column density and its main drivers at northern high latitudes | Zhao, Tianlang, Mao, Jingqiu, Ayazpour, Zolal, Gonzalez Abad, Gonzalo, Nowlan, Caroline R., Zheng, Yiqi | 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, Solar Induced Fluorescence, Chlorophyll, Primary Production, Leaf Characteristics, Carbon And Hydrocarbon Compounds, Formaldehyde |
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| Noise reduction for solar-induced fluorescence retrievals using machine learning and principal component analysis: simulations and applications to GOME-2 satellite ... | Joiner, Joanna, Yoshida, Yasuko, Guanter, Luis, Lamsal, Lok, Li, Can, Fasnacht, Zachary, Kohler, Philipp, Frankenberg, Christian, Sun, Ying, Parazoo, Nicholas | Chlorophyll, Primary Production, Reflectance | ||
| Solar-Induced Chlorophyll Fluorescence (SIF): Towards a Better Understanding of Vegetation Dynamics and Carbon Uptake in Arctic-Boreal Ecosystems | Cheng, Rui | Primary Production, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Gross Primary Production (gpp), Reflectance, Land Use/Land Cover Classification, Forests, Vegetation Cover, Alpine/Tundra, Dominant Species, Chlorophyll, Photosynthesis, Leaf Characteristics, Solar Induced Fluorescence | ||
| Propagation in the Drought Cascade: Observational Analysis Over the Continental US | Entekhabi, Dara | Tropopause, Surface Pressure, Air Temperature, Upper Air Temperature, Total Precipitable Water, Water Vapor, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Sea Surface Temperature, Skin Temperature, Carbon Monoxide, Geopotential Height, Humidity, Water Vapor Profiles, Cloud Liquid Water/Ice, Outgoing Longwave Radiation, Methane, Atmospheric Ozone, Solar Induced Fluorescence, Chlorophyll, Primary Production, Leaf Characteristics | ||
| From remotely-sensed solar-induced chlorophyll fluorescence to ecosystem | Sun, Ying, Wen, Jiaming, Gu, Lianhong, Joiner, Joanna, Chang, Christine Y., van der Tol, Christiaan, PorcarCastell, Albert, Magney, Troy, Wang, Lixin, Hu, Leiqiu, Rascher, Uwe, ZarcoTejada, Pablo, Barrett, Christopher B., Lai, Jiameng, Han, Jimei, Luo, Zhenqi | Chlorophyll, Primary Production, Reflectance, Photosynthesis, Leaf Characteristics, Solar Induced Fluorescence | ||
| Solar-induced chlorophyll fluorescence trends and mechanisms in different ecosystems in northeastern China | Guo, Meng, Li, Jing, Li, Jianuo, Zhong, Chao, Zhou, Fenfen | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Solar Induced Fluorescence, Chlorophyll, Primary Production, Leaf Characteristics |