resilience {bnRep} | R Documentation |
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.