source code of the ANN model for pH estimation

Source code from a paper by Xiaoshuang Li of East China Normal University. The code implements an artificial neural network for estimating pH levels in the East China Sea. The dataset is available under an Open Access (green) license.

Use Cases

• Reproduce the pH estimation model based on the described artificial neural network architecture.
• Adapt the neural network methodology for other marine chemistry or environmental monitoring tasks.
• Study the implementation of a model designed for retrieving monthly and interannual pH values.

Strengths

• The source code is directly linked to a published scientific paper, providing academic context.
• The dataset is available under an Open Access (green) license, facilitating reuse.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.
• Last update date is unknown; freshness unverified.

Provenance

Source

paperswithcode

Collection Method

Source code accompanying a published research paper.

Geography

East China Sea Shelf