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 …

Reviewing Bayesian Networks potentials for climate change impacts assessment and management: A multi-risk perspective

A Sperotto, JL Molina, S Torresan, A Critto… - Journal of environmental …, 2017 - Elsevier
The evaluation and management of climate change impacts on natural and human systems
required the adoption of a multi-risk perspective in which the effect of multiple stressors …

A flood risk decision making approach for Mediterranean tree crops using GIS; climate change effects and flood-tolerant species

NN Kourgialas, GP Karatzas - Environmental Science & Policy, 2016 - Elsevier
The aim of this study is to estimate flood risk in the Mediterranean island of Crete in Greece,
using Geographic Information Systems (GIS). The island of Crete, covering an area of 8265 …

Characterization of volcanic regimes and identification of significant transitions using geophysical data: a review

R Carniel - Bulletin of Volcanology, 2014 - Springer
A volcano can be considered as a dynamical system, and each time series recorded at a
volcano can be interpreted as one of its observables. It is therefore theoretically possible to …

Groundwater contamination risk assessment in Crete, Greece, using numerical tools within a GIS framework

NN Kourgialas, GP Karatzas - Hydrological Sciences Journal, 2015 - Taylor & Francis
This paper presents a new integrated GIS modelling methodology for assessing
groundwater contamination risk. Analytical and numerical tools within a GIS framework were …

Theoretical foundations of the event bush method

CA Pshenichny, OM Kanzheleva - 2011 - pubs.geoscienceworld.org
This paper presents a description of the theoretical foundations of a novel method of
geoinformatics, the event bush, and discusses its place and role in a newly formulated …

Addressing conflicting cognitive models in collaborative e-research: a case study in exploration geophysics

P Diviacco - Collaborative and distributed e-research: Innovations …, 2012 - igi-global.com
Most existing collaborative tools assume that partners share the same perspective on the
entities they are working on and therefore these solutions cannot be applied directly to the …

Organization of a geophysical information space by using an event-bush-based collaborative tool

P Diviacco, C Pshenichny, R Carniel… - Earth Science …, 2015 - Springer
Abstract Development of knowledge engineering makes it possible to bring an information
space relating to an entire domain of knowledge within the field of geoscience into a strict …

The event bush method in the light of typed graphs illustrated by common sense reasoning

U Wolter, O Korableva, N Solovyov - … knowledge representation in …, 2018 - igi-global.com
The event bush method being an efficient tool for representation and engineering of
dynamic knowledge still lacks a strict mathematical foundation. Many of the syntactic …

Volcanic and volcano-tectonic activity forecasting: A review on seismic approaches

R Ramis, A Garcia, J Marrero, D la Cruz-Reyna… - Annals of …, 2019 - air.uniud.it
Forecasting volcanic activity is a difficult problem that is being addressed worldwide from
different perspectives. Significant advances have been made after the introduction of non …