ecosystem: ecosystem Bayesian Network

In bnRep: A Repository of Bayesian Networks from the Academic Literature

ecosystem Bayesian Network

Description

Evaluating the supply-demand balance of cultural ecosystem services with budget expectation in Shenzhen, China.

Format

A discrete Bayesian network to infer the supply and demand match for cultural ecosystem services. Probabilities were given within the referenced paper. The vertices are:

Bus

Density of bus and subway stations (Low, High);

Road

Road density (Low, High);

Lot

Density of public parking lots (Low, High);

Traffic

Convenience for tourists to arrive (Low, Medium, High);

Park

Convenience for visitors after arrival (Low, Medium, High);

Green

Green space coverage rate (Low, Medium, High);

Water

Whether there is a water body or not (No, Yes);

Opportunity

Recreational convenience (Low, Medium, High);

Potential

Aesthetic value of landscape (Low, Medium, High);

People

Population density (Low, Medium, High);

Supply

CES supply of communities (Low, Medium, High);

Demand

CES demand of communities (Low, Medium, High);

Budget

Balance of supply and demand (Deficit, Balance, Surplus).

Value

An object of class bn.fit. Refer to the documentation of bnlearn for details.

References

Wu, J., Jin, X., Wang, H., & Feng, Z. (2022). Evaluating the supply-demand balance of cultural ecosystem services with budget expectation in Shenzhen, China. Ecological Indicators, 142, 109165.

bnRep documentation built on April 12, 2025, 1:13 a.m.