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
A read-only Flask dashboard for precomputed New Jersey nitrate research outputs, including maps, figures, dashboard JSON, and proposal assets.
Groundwater nitrate monitoring under the EU Nitrates Directive: automated data pipeline and interactive dashboard (Streamlit)
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).
Statistical, spatial and machine learning analysis of nitrate in German groundwater (UBA data, 2012–2022)
Nitrogen Risk Assessment Model for Scotland (NIRAMS)
QGIS spatial analysis of relative nitrate susceptibility in eastern Austria using groundwater, land-cover and terrain data.
Team project: summer26-sustainability-of-agriculture
34-second frame-locked schematic of Biological Nitrate Treatment. Explanatory only, not a certified reference.
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