Knowledge graph centered on Landsat NDVI time series reconstruction with 24 nodes and 59 connections. Top connected: Engelmann Spruce, Pekania pennanti, Pinus ponderosa, Ponderosa pine, A deep learning hybrid predictive modeling (HPM) a.
Method to reconstruct continuous daily NDVI time series from sparse Landsat satellite observations using LSTM neural networks with cloud masking and gap-filling.
Synthesized from method descriptions across 1 paper using this protocol.
Steps below were extracted from the most recent peer-reviewed implementation of this protocol in the corpus — A deep learning hybrid predictive modeling (HPM) approach for estimating evapotranspiration and ecosystem respiration (2021), Hydrology and Earth Systems Science. Implementations in other papers (listed below) may differ.