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Publications Citing Sentinel-2 MSI Data

Browse a list of academic papers that cite data provided by NASA’s Multispectral Instrument.

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Predicting micronutrient deficiency with publicly available satellite Crop/Plant Yields, Land Use Classes, Landscape Patterns, Cropland
Spatiotemporal Evolution and Hysteresis Analysis of Drought Based on Crop/Plant Yields, Land Use Classes, Landscape Patterns, Cropland
Tundra fire increases the likelihood of methane hotspot formation in the Dissolved Gases, Dissolved Carbon Dioxide, Surface Water Chemistry, Surface Water Features, Atmospheric Carbon Dioxide, Watershed Characteristics, Topographic Effects, PERMAFROST MELT, Lakes/Reservoirs, Rivers/Streams, Normalized Difference Vegetation Index (NDVI), Alpine/Tundra, Land Use/Land Cover Classification
A high spatial resolution land surface phenology dataset for AmeriFlux and NEON sites Plant Phenology, Land Use/Land Cover, Enhanced Vegetation Index (EVI), Leaf Characteristics
Aerosol models from the AERONET databaseApplication to surface reflectance validation Reflectance
Agricultural landscape change impact on the quality of land: An African continent-wide assessment in gained and displaced agricultural lands Population Density, Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY, Crop/Plant Yields, Land Use Classes, Landscape Patterns, Cropland
Can we detect more ephemeral floods with higher density harmonized Landsat Sentinel 2 data compared to Landsat 8 alone? Reflectance
Classification of wetland vegetation based on NDVI time series from the HLS dataset Reflectance
Environmental Contamination of a Biodiversity Hotspot-Action Needed for Crop/Plant Yields, Land Use Classes, Landscape Patterns, Cropland
Global food-security-support-analysis data at 30-m resolution (GFSAD30) cropland-extent productsDownload Analysis Crop/Plant Yields, Land Use Classes, Landscape Patterns, Cropland, Vegetation Cover
Near-real-time monitoring of land disturbance with harmonized Landsats 78 and Sentinel-2 data Reflectance
Probabilistic Tracking of Annual Cropland Changes over Large, Complex Crop/Plant Yields, Land Use Classes, Landscape Patterns, Cropland
Recent advances in remote sensing of vegetation phenology: Retrieval algorithm and validation strategy Plant Phenology, Enhanced Vegetation Index (EVI), Land Use/Land Cover, Vegetation Index, Plant Phenological Changes
Remote sensing assessment of available green water to increase crop production in seasonal floodplain wetlands of sub-Saharan Africa Crop/Plant Yields, Land Use Classes, Landscape Patterns, Cropland, Plant Phenology, Enhanced Vegetation Index (EVI), Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Land Use/Land Cover Classification
Resolve the ClearSky Continuous Diurnal Cycle of HighResolution ECOSTRESS Evapotranspiration and Land Surface Temperature Reflectance, Atmospheric Radiation, Longwave Radiation, Shortwave Radiation, Radiative Flux, Radiative Forcing, Surface Radiative Properties, Albedo, Emissivity, Cloud Properties, Cloud Fraction, Cloud Optical Depth/Thickness, Skin Temperature, Skin Temperature, Sea Surface Skin Temperature, Geopotential Height, Altitude, Surface 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, Evapotranspiration, Latent Heat Flux, Ecosystem Functions, Precipitation Amount, Maximum/Minimum Temperature, Terrestrial Ecosystems, Land Use/Land Cover Classification, Trace Gases/Trace Species, Soil Gas/Air
Remote sensing of phenology: Towards the comprehensive indicators of plant community dynamics from species to regional scales Plant Phenology, Land Use/Land Cover, Enhanced Vegetation Index (EVI)
Retrospective Predictions of Rice and Other Crop Production in Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Crop/Plant Yields, Land Use Classes, Landscape Patterns, Cropland
Multi-season phenology mapping of Nile Delta croplands using time series of Sentinel-2 and Landsat 8 Green LAI Reflectance
Monitoring standing herbaceous biomass and thresholds in semiarid rangelands from harmonized Landsat 8 and Sentinel-2 imagery to support within-season adaptive management Reflectance
Senescence in temperate broadleaf trees exhibits species-specific Plant Phenology, Land Use/Land Cover, Enhanced Vegetation Index (EVI)
Tracking transient boreal wetland inundation with Sentinel-1 SAR: Peace-Athabasca Delta, Alberta and Yukon Flats, Alaska Land Use/Land Cover Classification, Dominant Species, Wetlands, Wetlands, Inundation
A Bayesian model to estimate land surface phenology parameters with harmonized Landsat 8 and Sentinel-2 images Plant Phenology, Land Use/Land Cover, Enhanced Vegetation Index (EVI)
A review of satellite-based global agricultural monitoring systems available for Africa Land Use/Land Cover Classification, Crop/Plant Yields, Land Use Classes, Landscape Patterns, Cropland
Constructing a 30m African Cropland Layer for 2016 by Integrating Multiple Remote sensing, crowdsourced, and Auxiliary Datasets Crop/Plant Yields, Land Use Classes, Landscape Patterns, Cropland
Assessing within-field corn and soybean yield variability from worldview-3, planet, sentinel-2, and landsat 8 satellite imagery Reflectance

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