Quantifying resilience of socio-ecological systems through dynamic Bayesian networks.
An object of class bn.fit. Refer to the documentation of bnlearn for details.
A discrete Bayesian network for the evaluation and modeling of socio-ecological systems structure. Probabilities were given within the referenced paper. The vertices are:
1920-1960 (false, true);
1960-1980 (false, true);
1980-2019 (false, true);
1920-1960 (false, true);
1960-1980 (false, true);
1980-2019 (false, true);
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);
As Autonomy: 1960-1980 (deficient, low);
As Autonomy: 1989-2019 (low, moderate);
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);
As Connectivity: 1960-1980 (low, moderate);
As Connectivity: 1980-2019 (high, moderate);
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);
As Density: 1960-1980 (low, moderate);
As Density: 1980-2019 (high, moderate);
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)
As Diversity: 1960-1980 (high, low, moderate);
As Diversity: 1980-2019 (high, moderate);
Percentage of tree taxa calculated from the Monquentiva pollen record: 1920-1960 (low, moderate);
As FCover: 1960-1980 (low, moderate);
As FCover: 1980-2019 (high, low, moderate);
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);
As Fires: 1960-1980 (high, low, moderate);
As Fires: 1980-2019 (low, moderate);
1920-1960 (false, true);
1960-1980 (false, true);
1980-2019 (false, true);
: 1920-1960 (deficient, low);
As Organization: 1960-1980 (low, moderate);
As Organization: 1980-2019 (high, moderate);
Annual precipitation recorded at the meteorological station No3506029, Embalse Tominé, Guatavita, Colombia: 1920-1960 (high, low, moderate);
As Precipitation: 1960-1980 (low, moderate);
As Precipitation: 1980-2019 (high, low, moderate);
1920-1960 (true, false);
1960-1980 (true, false);
1980-2019 (true, false);
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.