resilience: resilience Bayesian Network

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

resilience Bayesian Network

Description

Quantifying resilience of socio-ecological systems through dynamic Bayesian networks.

Format

A discrete Bayesian network for the evaluation and modeling of socio-ecological systems structure. Probabilities were given within the referenced paper. The vertices are:

Absorption

1920-1960 (false, true);

Absorption1

1960-1980 (false, true);

Absorption2

1980-2019 (false, true);

Adaptation

1920-1960 (false, true);

Adaptation1

1960-1980 (false, true);

Adaptation2

1980-2019 (false, true);

Autonomy

Development of subsistence means and a market economy in which inhabitants own the means of production and influence the dynamics of production processes: 1920-1960 (deficient, low);

Autonomy1

As Autonomy: 1960-1980 (deficient, low);

Autonomy1

As Autonomy: 1989-2019 (low, moderate);

Connectivity

The concept refers to a device's availability to be connected to another or a network. The connectivity emphasizes communicational, social and infrastructural dimensions: 1920-1960 (deficient, low);

;

Connectivity1

As Connectivity: 1960-1980 (low, moderate);

Connectivity2

As Connectivity: 1980-2019 (high, moderate);

Density

Average number of inhabitants of a country, region, urban or rural area in relation to a given unit area of the territory where that country, region or area is located: 1920-1960 (low, moderate);

Density1

As Density: 1960-1980 (low, moderate);

Density2

As Density: 1980-2019 (high, moderate);

Diversity

Palynological diversity calculated using the palynological richness from the Monquentiva pollen record. This variable indicates the diversity of vegetation represented in the pollen record: 1920-1960 (low, moderate)

Diversity1

As Diversity: 1960-1980 (high, low, moderate);

Diversity2

As Diversity: 1980-2019 (high, moderate);

FCover

Percentage of tree taxa calculated from the Monquentiva pollen record: 1920-1960 (low, moderate);

FCover1

As FCover: 1960-1980 (low, moderate);

FCover2

As FCover: 1980-2019 (high, low, moderate);

Fires

Fire activity at local and regional levels from the Monquentiva charcoal record. The fire record is obtained from the analysis of charcoal in the Monquentiva sediments: 1920-1960 (high, moderate);

Fires1

As Fires: 1960-1980 (high, low, moderate);

Fires2

As Fires: 1980-2019 (low, moderate);

Function

1920-1960 (false, true);

Function1

1960-1980 (false, true);

Function2

1980-2019 (false, true);

Organization

: 1920-1960 (deficient, low);

Organization1

As Organization: 1960-1980 (low, moderate);

Organization2

As Organization: 1980-2019 (high, moderate);

Precipitation

Annual precipitation recorded at the meteorological station No3506029, Embalse Tominé, Guatavita, Colombia: 1920-1960 (high, low, moderate);

Precipitation1

As Precipitation: 1960-1980 (low, moderate);

Precipitation2

As Precipitation: 1980-2019 (high, low, moderate);

Transformation

1920-1960 (true, false);

Transformation1

1960-1980 (true, false);

Transformation2

1980-2019 (true, false);

Value

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

References

Franco-Gaviria, F., Amador-Jimenez, M., Millner, N., Durden, C., & Urrego, D. H. (2022). Quantifying resilience of socio-ecological systems through dynamic Bayesian networks. Frontiers in Forests and Global Change, 5, 889274.

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