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Landsat NDVI time series reconstruction

Subcategory: remote sensing
Papers: 1 | Mentions: 1

Local Knowledge Graph (37 entities)

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Description

Method to reconstruct continuous daily NDVI time series from sparse Landsat satellite observations using LSTM neural networks with cloud masking and gap-filling.

Typical Equipment

  • Landsat 5 satellite
  • Landsat 7 satellite
  • Landsat 8 satellite
  • Google Earth Engine cloud computing platform

Output Measurements

  • daily NDVI values
  • reconstructed vegetation index time series

Papers Using This Protocol (1)

article

A deep learning hybrid predictive modeling (HPM) approach for estimating evapotranspiration and ecosystem respiration

2021Hydrology and Earth Systems Scienceusing

Places Where Used

Crested Butte

study site1 paper

East River

stream1 paper

Rocky Mountains

region1 paper

Porphyry Creek

stream1 paper

Schofield Pass

valley1 paper

Butte

peak1 paper

southwestern United States

region1 paper

Europe

region1 paper

Rocky Mountain

region1 paper

Upper Colorado River Basin

watershed1 paper