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 LP DAAC Data
List of peer-reviewed publications that cite using LP DAAC data.
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| Title | Year Sort ascending | Author | Topic | Dataset |
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| Development of Gridded Root-Zone Soil Moisture Product for India | Chuphal, Dipesh Singh, Abhishek, Kushwaha, Anuj Prakash, Vangala, Gayathri, Mishra, Vimal | Land Use/Land Cover Classification | ||
| Multi-layer model requires accurate information of vertical structure to | Xie, Jiangliu, Yin, Gaofei, Lin, Shangrong, Xin, Xiaozhou, Zhang, Hu, Liu, Xinjie, Liu, Qinhuo, Verger, Aleixandre, Descals, Adria, Filella, Iolanda, Penuelas, Josep | Land Use/Land Cover Classification | ||
| Multi-pathway vegetation restoration drives differential carbon | Feng, Shumin, Wu, Xiuqin, Cao, Jianhua, Yang, Hui, Huang, Fen, Zhang, Liankai, Zhou, Jinxing | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Multi-source remote sensing of insect defoliation events in Abisko from | Feng, Shunan, Laursen, Simon Nyboe, Smart, Amy, Srensen, Katrine Stadsholt, Lund, Monika, Grillini, Federico, Rieksta, Jolanta, Jiao, Yi, Rinnan, Riikka, Westergaard-Nielsen, Andreas | Reflectance |
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| Near-real-time mapping for causal agents of forest disturbances in China | Liao, Ronghua, Guo, Chengcheng, Chen, Lingkun, Jiang, Yulin, Tao, Yuchen, Liao, Jiani, Lu, Rui, Huang, Huaguo, Shi, Zhou, Ye, Su | Land Use/Land Cover, MECHANICAL DISTURBANCE, DISTURBANCE | ||
| Modeling forest bird distributions with bioclimatic, forest composition, and GEDI fusion forest structure variables: the importance of ecoregional perspectives | Elliott, Lisa H, Vogeler, Jody C, Holbrook, Joseph D, Barry, Brent R, Vierling, Kerri T | Land Use/Land Cover Classification | ||
| Modeling Large Dust Aerosols in the Community Earth System Model Version | Li, Longlei, Mahowald, Natalie M., Liu, Xiaohong, Goncalves Ageitos, Maria, Ke, Ziming, Leung, Danny M., Perez GarciaPando, Carlos, Miller, Ron L., Obiso, Vincenzo, Ginoux, Paul, Kok, Jasper F., Formenti, Paola, Di Biagio, Claudia, Brodrick, Philip G., Thompson, David R., Clark, Roger N., Okin, Gregory S., Green, Robert O., Zhou, Bo, Albani, Samuel, Adebiyi, Adeyemi A. | Soil Chemistry | ||
| Modelling Air Temperature in Coastal Systems: A MODIS Estimation in Cananeia-Iguape, Brazil | Baratto, Jakeline, de Bodas Terassi, Paulo Miguel, Gobo, Joao Paulo Assis, Galvani, Emerson | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Optimization of Parsimonious and Synchronized Discharge and Dissolved | Pesantez, Juan, Birkel, Christian, Gaona, Gabriel, McDowell, William H., Shattuck, Michelle D., Potter, Jody D., Contosta, Alexandra R., Wymore, Adam S. | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | ||
| Optimizing CO2 Concentrations and Emissions Based on the | Liu, Wenhao, Ling, Xiaolu, Li, Chenggang, He, Botao | Aerosol Backscatter, Aerosol Extinction, Aerosol Optical Depth/Thickness, Angstrom Exponent, Aerosol Particle Properties, Aerosol Radiance, Carbonaceous Aerosols, Cloud Condensation Nuclei, Dust/Ash/Smoke, Nitrate Particles, Organic Particles, Particulate Matter, Sulfate Particles, Trace Gases/Trace Species, Atmospheric Emitted Radiation, Emissivity, Optical Depth/Thickness, Radiative Flux, Reflectance, Transmittance, Atmospheric Stability, Humidity, Total Precipitable Water, Water Vapor Profiles, Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, Cloud Liquid Water/Ice, Cloud Optical Depth/Thickness, Cloud Asymmetry, Cloud Ceiling, Cloud Frequency, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Cloud Emissivity, Cloud Radiative Forcing, Cloud Reflectance, Rain Storms, Atmospheric Ozone, Photosynthesis, Primary Production, Vegetation Productivity | ||
| Orchids in the Open: Understanding Biodiversity Beyond Madagascar's | Wieczorkowski, Jakub D., Rajaovelona, Landy R., Hermans, Johan, Stevart, Tariq, Razanajatovo, Henintsoa, Droissart, Vincent, Pennington, R. Toby, Zizka, Alexander, Lehmann, Caroline E. R. | Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area | ||
| Patterns of Vegetation Succession in the Ecological Barrier along the Taklamakan Desert Based on Multi-Source Remote Sensing | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |||
| PeatDepth-ML: a global map of peat depth predicted using machine learning | Skye, Jade, Melton, Joe R., Goldblatt, Colin, Gallego-Sala, Angela, Garneau, Michelle, Winton, Scott | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI), Photosynthesis, Primary Production, Vegetation Productivity, Normalized Difference Vegetation Index (NDVI), Vegetation Index, Brightness Temperature, Surface Soil Moisture |
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| Persistent 20232025 Wildfire Extremes in Canada Produced Unprecedented Emissions and AirQuality Impacts | Chen, Yang, Field, Robert D., Scholten, Rebecca C., Randerson, James T. | Aerosol Backscatter, Aerosol Extinction, Aerosol Optical Depth/Thickness, Angstrom Exponent, Aerosol Particle Properties, Aerosol Radiance, Carbonaceous Aerosols, Cloud Condensation Nuclei, Dust/Ash/Smoke, Nitrate Particles, Organic Particles, Particulate Matter, Sulfate Particles, Trace Gases/Trace Species, Atmospheric Emitted Radiation, Emissivity, Optical Depth/Thickness, Radiative Flux, Reflectance, Transmittance, Atmospheric Stability, Humidity, Total Precipitable Water, Water Vapor Profiles, Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, Cloud Liquid Water/Ice, Cloud Optical Depth/Thickness, Cloud Asymmetry, Cloud Ceiling, Cloud Frequency, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Cloud Emissivity, Cloud Radiative Forcing, Cloud Reflectance, Rain Storms, Atmospheric Ozone, Fire Dynamics, Surface Radiative Properties, Land Surface Temperature, Fire Occurrence, THERMAL ANOMALIES, Surface Thermal Properties |
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| Photosynthetic Recovery Dynamics Reveal Declining Vegetation Functional | Behera, Subhrasita, Diao, Chan, Bathiany, Sebastian, Boers, Niklas, Dutta, Debsunder | 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, Land Use/Land Cover Classification | ||
| Prediction of suitable habitat and spread of Leptoglossus occidentalis in East Asia | Miao, Lexing, Xia, Canwei | Land Use/Land Cover Classification | ||
| Projecting the potential distribution of Setaria palmifolia in China in response to climate change | Xiang, Yangzhou, Li, Suhang, Liu, Ying, Yang, Qiong, Zhang, Jinxin, Yao, Bin, Li, Yuan | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Quantifying the impact of vegetation on carbon monoxide reduction using multi-source remote sensing in China | Yao, Jiaqi, Wei, Jing, Liu, Tong, Cao, Yongqiang, Zhai, Haoran, Gong, Haiying, Liu, Zihua, Xu, Nan, Lu, Hui | 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, Land Use/Land Cover Classification | ||
| A Bayesian Multisource Fusion Model for Spatiotemporal PM2.5 | Riley, Abi I., Blangiardo, Marta, Piel, Frederic B., Beddows, Andrew, Beevers, Sean, Fuller, Gary W., Agnew, Paul, Pirani, Monica | Aerosol Optical Depth/Thickness | ||
| A Conceptual Framework for Remote Sensing Solution for Peatland Greenhouse Gas Emission Estimation in Latvia | Feofilovs, Maksims, Gulbe-Viluma, Linda, Grishanov, Andrei, Barga, Ilze, Rajamani, Amrutha, Patel, Nidhiben, Romagnoli, Francesco | Reflectance, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| A CNN-Transformer Hybrid Framework for Mapping Annual Wheat Fractional Cover from 2001-2023 using MODIS Satellite Data over Asia | Li, Wenyuan, Liang, Shunlin, Chen, Yongzhe, Ma, Han, Xu, Jianglei, Ma, Yichuan, Chen, Zhongxin, Fang, Husheng, Zhang, Fengjiao | Reflectance | ||
| Runoff Potential Index (RPI): 3D modelling of surface-driven hydrological dynamics for drought resilience | Correa, Edgar S. | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Same/Other/All K-Fold Cross-Validation for Estimating Similarity of | Hocking, Toby Dylan, Thibault, Gabrielle, Bodine, Cameron Scott, Arellano, Paul Nelson, Shenkin, Alexander F., Lindly, Olivia Jasmine | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Satellite Embedding-Based Population Imputation for Areas with Missing Building Footprint Data: A Computer Vision-Based Approach | Jeong, Byeonghwa, Adams, Daniel, Zimmer, Andrew, Urban, Marie | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| The Accuracy, Spatial Consistency, and Impact Factors of Global Cropland Products in Karst Landscapes: A Case Study of the YunnanGuizhou Plateau | Xia, Yi, Bao, Li, Xia, Yunsheng, Liu, Guangjie | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps, Reflectance |