Selecting among five common modelling approaches for integrated environmental assessment and management

RA Kelly, AJ Jakeman, O Barreteau, ME Borsuk… - … modelling & software, 2013 - Elsevier
The design and implementation of effective environmental policies need to be informed by a
holistic understanding of the system processes (biophysical, social and economic), their …

Bayesian networks in environmental risk assessment: A review

L Kaikkonen, T Parviainen… - Integrated …, 2020 - academic.oup.com
Human activities both depend upon and have consequences on the environment.
Environmental risk assessment (ERA) is a process of estimating the probability and …

Overview on Bayesian networks applications for dependability, risk analysis and maintenance areas

P Weber, G Medina-Oliva, C Simon, B Iung - Engineering Applications of …, 2012 - Elsevier
In this paper, a bibliographical review over the last decade is presented on the application of
Bayesian networks to dependability, risk analysis and maintenance. It is shown an …

Bayesian networks in environmental modelling

PA Aguilera, A Fernández, R Fernández… - … Modelling & Software, 2011 - Elsevier
Bayesian networks (BNs), also known as Bayesian belief networks or Bayes nets, are a kind
of probabilistic graphical model that has become very popular to practitioners mainly due to …

Good practice in Bayesian network modelling

SH Chen, CA Pollino - Environmental Modelling & Software, 2012 - Elsevier
Bayesian networks (BNs) are increasingly being used to model environmental systems, in
order to: integrate multiple issues and system components; utilise information from different …

The role of expert opinion in environmental modelling

T Krueger, T Page, K Hubacek, L Smith… - … Modelling & Software, 2012 - Elsevier
The inevitable though frequently informal use of expert opinion in modelling, the increasing
number of models that incorporate formally expert opinion from a diverse range of …

A Bayesian network model for prediction and analysis of possible forest fire causes

V Sevinc, O Kucuk, M Goltas - Forest Ecology and Management, 2020 - Elsevier
Possible causes of a forest fire ignition could be human-caused (arson, smoking, hunting,
picnic fire, shepherd fire, stubble burning) or natural-caused (lightning strikes, power lines) …

Environmental risk assessment of wetland ecosystems using Bayesian belief networks

B Malekmohammadi, CB Uvo, NT Moghadam, R Noori… - Hydrology, 2023 - mdpi.com
Wetlands are valuable natural capital and sensitive ecosystems facing significant risks from
anthropogenic and climatic stressors. An assessment of the environmental risk levels for …

A review of Bayesian belief networks in ecosystem service modelling

D Landuyt, S Broekx, R D'hondt, G Engelen… - … Modelling & Software, 2013 - Elsevier
A wide range of quantitative and qualitative modelling research on ecosystem services
(ESS) has recently been conducted. The available models range between elementary …

[HTML][HTML] Ecological security assessment of China based on the Pressure-State-Response framework

R Zhang, C Wang, Y ** country and a country facing enormous pollution pressure, China's
ecosystem has been the object of wide concern among researchers. As governments …