Peter L. M. Goethals

Publication Activity (10 Years)

Years Active: 2009-2020
Publications (10 Years): 10

Top Topics

Bayesian Belief Networks

Top Venues

Ecol. Informatics

Environ. Model. Softw.

Publications

Stijn Bruneel, Pieterjan Verhelst, Jan Reubens, Jan M. Baetens, Johan Coeck, Tom Moens, Peter L. M. Goethals
Quantifying and reducing epistemic uncertainty of passive acoustic telemetry data from longitudinal aquatic systems. Ecol. Informatics 59 (2020)
Minar Naomi Damanik-Ambarita, Pieter Boets, Hanh Tien Nguyen Thi, Marie Anne Eurie Forio, Gert Everaert, Koen Lock, Peace Liz Sasha Musonge, Natalija Suhareva, Elina Bennetsen, Sacha Gobeyn, Tuan Long Ho, Luis Dominguez-Granda, Peter L. M. Goethals
Impact assessment of local land use on ecological water quality of the Guayas river basin (Ecuador). Ecol. Informatics 48 (2018)
Marie Anne Eurie Forio, Peter L. M. Goethals, Koen Lock, Victor Asio, Marlito Bande, Olivier Thas
Model-based analysis of the relationship between macroinvertebrate traits and environmental river conditions. Environ. Model. Softw. 106 (2018)
Sacha Gobeyn, Peter L. M. Goethals
A Variable Length Chromosome Genetic Algorithm Approach to Identify Species Distribution Models Useful for Freshwater Ecosystem Management. ISESS (2017)
Sacha Gobeyn, Martin Volk, Luis Dominguez-Granda, Peter L. M. Goethals
Input variable selection with a simple genetic algorithm for conceptual species distribution models: A case study of river pollution in Ecuador. Environ. Model. Softw. 92 (2017)
Marie Anne Eurie Forio, Wout Van Echelpoel, Luis Dominguez-Granda, Seid Tiku Mereta, Argaw Ambelu, Thu Huong Hoang, Pieter Boets, Peter L. M. Goethals
Analysing the effects of water quality on the occurrence of freshwater macroinvertebrate taxa among tropical river basins from different continents. AI Commun. 29 (6) (2016)
Gert Everaert, Ine S. Pauwels, Elina Bennetsen, Peter L. M. Goethals
Development and selection of decision trees for water management: Impact of data preprocessing, algorithms and settings. AI Commun. 29 (6) (2016)
Gert Everaert, Elina Bennetsen, Peter L. M. Goethals
An applicability index for reliable and applicable decision trees in water quality modelling. Ecol. Informatics 32 (2016)
Dries Landuyt, Katrien Van der Biest, Steven Broekx, Jan Staes, Patrick Meire, Peter L. M. Goethals
A GIS plug-in for Bayesian belief networks: Towards a transparent software framework to assess and visualise uncertainties in ecosystem service mapping. Environ. Model. Softw. 71 (2015)
Pieter Boets, Dries Landuyt, Gert Everaert, Steven Broekx, Peter L. M. Goethals
Evaluation and comparison of data-driven and knowledge-supported Bayesian Belief Networks to assess the habitat suitability for alien macroinvertebrates. Environ. Model. Softw. 74 (2015)
Koen Lock, Peter L. M. Goethals
Habitat suitability modelling for mayflies (Ephemeroptera) in Flanders (Belgium). Ecol. Informatics 17 (2013)
Dries Landuyt, Steven Broekx, Rob D'hondt, Guy Engelen, Joris Aertsens, Peter L. M. Goethals
A review of Bayesian belief networks in ecosystem service modelling. Environ. Model. Softw. 46 (2013)
Pieter Boets, Koen Lock, Peter L. M. Goethals
Modelling habitat preference, abundance and species richness of alien macrocrustaceans in surface waters in Flanders (Belgium) using decision trees. Ecol. Informatics 17 (2013)
Peter L. M. Goethals, Tae-Soo Chon
Special issue of the 7th International Conference on Ecological Informatics, 13-16 December 2010, Ghent, Belgium: 'Unravelling complexity and supporting sustainability'. Ecol. Informatics 17 (2013)
Pieter Boets, G. J. E. Holguin, Koen Lock, Peter L. M. Goethals
Data-driven habitat analysis of the Ponto-Caspian amphipod Dikerogammarus villosus in two invaded regions in Europe. Ecol. Informatics 17 (2013)
Pieter Boets, Olivier Thas, Ellen Van De Vijver, Koen Lock, Katrien Töpke, Ward De Cooman, Colin R. Janssen, Peter L. M. Goethals
Relating taxonomy-based traits of macroinvertebrates with river sediment quality based on basic and zero-inflated Poisson models. Ecol. Informatics 18 (2013)
Gert Everaert, Ine S. Pauwels, Pieter Boets, F. Buysschaert, Peter L. M. Goethals
Development and assessment of ecological models in the context of the European Water Framework Directive: Key issues for trainers in data-driven modeling approaches. Ecol. Informatics 17 (2013)
Ine S. Pauwels, Ans M. Mouton, Jan M. Baetens, Steffie Van Nieuland, Bernard De Baets, Peter L. M. Goethals
Modelling a pike (Esox lucius) population in a lowland river using a cellular automaton. Ecol. Informatics 17 (2013)
Javier E. Holguin-Gonzalez, Gert Everaert, Pieter Boets, Alberto Galvis, Peter L. M. Goethals
Development and application of an integrated ecological modelling framework to analyze the impact of wastewater discharges on the ecological water quality of rivers. Environ. Model. Softw. 48 (2013)
Seid Tiku Mereta, Pieter Boets, Argaw Ambelu, Asgdom Malu, Zewdu Ephrem, Addisu Sisay, Hailu Endale, Menberu Yitbarek, Amana Jemal, Luc De Meester, Peter L. M. Goethals
Analysis of environmental factors determining the abundance and diversity of macroinvertebrate taxa in natural wetlands of Southwest Ethiopia. Ecol. Informatics 7 (1) (2012)
Steffie Van Nieuland, Jan M. Baetens, Ine S. Pauwels, Bernard De Baets, Ans M. Mouton, Peter L. M. Goethals
A Spatially Explicit Migration Model for Pike. ACRI (2012)
Luis Dominguez-Granda, Koen Lock, Peter L. M. Goethals
Using multi-target clustering trees as a tool to predict biological water quality indices based on benthic macroinvertebrates and environmental parameters in the Chaguana watershed (Ecuador). Ecol. Informatics 6 (5) (2011)
Ans M. Mouton, Juan Diego Alcaraz-Hernández, Bernard De Baets, Peter L. M. Goethals, Francisco Martínez-Capel
Data-driven fuzzy habitat suitability models for brown trout in Spanish Mediterranean rivers. Environ. Model. Softw. 26 (5) (2011)
Thu Huong Hoang, Koen Lock, Ans M. Mouton, Peter L. M. Goethals
Application of classification trees and support vector machines to model the presence of macroinvertebrates in rivers in Vietnam. Ecol. Informatics 5 (2) (2010)
Pieter Boets, Koen Lock, Marjolein Messiaen, Peter L. M. Goethals
Combining data-driven methods and lab studies to analyse the ecology of Dikerogammarus villosus. Ecol. Informatics 5 (2) (2010)
Argaw Ambelu, Koen Lock, Peter L. M. Goethals
Comparison of modelling techniques to predict macroinvertebrate community composition in rivers of Ethiopia. Ecol. Informatics 5 (2) (2010)
Ans M. Mouton, Bernard De Baets, Peter L. M. Goethals
Knowledge-based versus data-driven fuzzy habitat suitability models for river management. Environ. Model. Softw. 24 (8) (2009)
Ans M. Mouton, Ian Jowett, Peter L. M. Goethals, Bernard De Baets
Prevalence-adjusted optimisation of fuzzy habitat suitability models for aquatic invertebrate and fish species in New Zealand. Ecol. Informatics 4 (4) (2009)