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quarrint (version 1.0.1)

Interaction Prediction Between Groundwater and Quarry Extension Using Discrete Choice Models and Artificial Neural Networks

Description

An implementation of two interaction indices between extractive activity and groundwater resources based on hazard and vulnerability parameters used in the assessment of natural hazards. One index is based on a discrete choice model and the other is relying on an artificial neural network.

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Install

install.packages('quarrint')

Monthly Downloads

342

Version

1.0.1

License

GPL-2

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Maintainer

Johan Barthelemy

Last Published

September 15th, 2026

Functions in quarrint (1.0.1)

compute.dc

Discrete Choice Model-based Interaction Index for a Quarry
quarry

Create a Quarry Object
int.in.range

Check if an object is an integer in a given range
compute.ann

Neural Network-based Interaction Index for a Quarry
train.ann

Training an Artificial Neural Network for Interaction Prediction.
quarries

Quarries and Groundwater Interaction
quarrint-package

Interaction Prediction Between Groundwater and Quarry Extension Using Discrete Choice Models and Artificial Neural Networks
as.data.frame.quarry

Coerce a Quarry to a Data Frame
compute.interaction

Compute the Interaction Index for a Quarry