This repository contains code for an LSTM-based soft sensor designed to estimate nitrate concentration in aquaponics ponds, offering real-time insights into water quality for improved management and sustainability.
Sakamoto et al.'s (2009) algorithm for processing data from Satlantic's ISUS/SUNA family of spectrophotometric nitrate detection sensors
Plotnine competition submission (2024): Heat-map displaying nitrate-N concentrations from sensors deployed in a stream network
A repository for the R package containing the code for the process rate estimator (PRE).
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