Liliana Perez
Associate Professor,Université de Montréal
Département de géographie
E-mail: l.perez@umontreal.ca
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ResearchThe complexity is inherent to ecological and anthropogenic processes. My research interests lie in learning more about spatial and temporal relationships and interactions driving changes in our world. Spatial analysis, modelling and geographic information systems help to study complex problems, such as climate change, landscape ecology and forestry, by explicitly representing phenomena in their geographic context. The research developed at LEDGE makes use of the inherent multidisciplinary field of geographical information science (GIScience) applied to investigate the relationships between ecological processes, environmental changes and spatial patterns.QCBS students Andrea Amaziles Antunes Alves de Carvalho LousadaPh.D.  Bastien BoucheratPh.D.  Navid Mahdizadeh GharakhanlouPh.D.  Samuel SeuruPh.D.  Yenny CuellarM.Sc.  Amélie DecheletteM.Sc.  Julien VadnaisM.Sc. Previous students (since 2009) Saeed Harati AslPh.D.  Guillaume Arnoux HébertM.Sc.  Simon DemersM.Sc.  Jonathan GaudreauM.Sc.  Jeffrey KatanM.Sc.  Jennifer Sauri RamirezM.Sc.  Mariana TinéM.Sc. Involvement within the QCBSRelevant QCBS research themesPublications29- Geocomputational Approach to Simulate and Understand the Spatial Dynamics of COVID-19 Spread in the City of Montreal, QC, Canada Journal Article Mahdizadeh Gharakhanlou N , Perez L , 2022 ISPRS International Journal of Geo-Information (Date Added: 2023-01-04) 28- Spatial Prediction of Current and Future Flood Susceptibility: Examining the Implications of Changing Climates on Flood Susceptibility Using Machine Learning Models Journal Article Mahdizadeh Gharakhanlou N , Perez L , 2022 Entropy (Date Added: 2022-11-25) 27- Rethinking the proportion of european rabbit (Oryctolagus cuniculus) in the diet of hunter-gatherers around the last glacial maximum in iberia Journal Article Seuru S , Burke A , Perez L , 2021 Trabajos de Prehistoria (Date Added: 2021-12-15) 26- ABWiSE v1.0: Toward an agent-based approach to simulating wildfire spread Journal Article Katan J , Perez L , 2021 Natural Hazards and Earth System Sciences (Date Added: 2021-11-08) 25- Promoting the emergence of behavior norms in a principal–agent problem—an agent-based modeling approach using reinforcement learning Journal Article Harati S , Perez L , Molowny-Horas R , 2021 Applied Sciences (Switzerland) (Date Added: 2021-09-20) 24- Validating models of one-way land change: an example case of forest insect disturbance Journal Article Harati S , Perez L , Molowny-Horas R , Pontius R G , 2021 Landscape Ecology (Date Added: 2021-07-09) 23- Transferring decision boundaries onto a geographic space: Agent rules extracted from movement data using classification trees Journal Article Patel J , Katan J , Perez L , Sengupta R , 2021 Transactions in GIS (Date Added: 2021-06-22) 22- Impacts of grazing on vegetation dynamics in a sediment transport complex model Journal Article Gauvin-Bourdon P , King J , Perez L , 2021 Earth Surface Dynamics (Date Added: 2021-02-13) 21- Modeling the geospatial dynamics of residential segregation in three Canadian cities: An agent-based approach Journal Article Anderson T , Leung A , Dragicevic S , Perez L , 2020 Transactions in GIS (Date Added: 2020-12-07) 20- Integrating neighborhood effect and supervised machine learning techniques to model and simulate forest insect outbreaks in british columbia, canada Journal Article Harati S , Perez L , Molowny-Horas R , 2020 Forests (Date Added: 2020-12-07) 19- Investigating the Effects of Panethnicity in Geospatial Models of Segregation Journal Article Anderson T , Leung A , Perez L , Dragićević S , 2020 Applied Spatial Analysis and Policy (Date Added: 2020-08-22) 18- A geospatial agent-based model of the spatial urban dynamics of immigrant population: A study of the island of Montreal, Canada Journal Article Perez L , Dragicevic S , Gaudreau J , 2019 PLoS ONE (Date Added: 2019-08-02) 17- Hybrid spatiotemporal simulation of future changes in open wetlands: A study of the Abitibi-Témiscamingue region, Québec, Canada Journal Article Tiné M , Perez L , Molowny-Horas R , 2019 International Journal of Applied Earth Observation and Geoinformation (Date Added: 2019-03-22) 16- Preface Book Editorial Raja V , 2018 Advances in Geographic Information Science (Date Added: 2019-10-23) 15- Towards modelling future trends of Quebec’s boreal birds’ species distribution under climate change Journal Article Gaudreau, J, Perez, L, Harati, S 2018 Canadian Historical Review (Date Added: 2018-09-20) 14-Agent-Based Models and Complexity Science in the Age of Geospatial Big Data Book Whole Perez, L, Kim, EK, Sengupta, R, (eds), 2018 Advances in Geographic Information Science Series. ( Date Added: 2018-05-22) 13- Preface Conference Proceeding Editorial Perez, L, Kim, E-K, Sengupta R , 2018 Advances in Geographic Information Science (Date Added: 2018-01-01) 12- An agent-based model to identify migration pathways of refugees: The case of Syria Book Chapter Hébert G A , Perez L , Harati S , 2018 Advances in Geographic Information Science (Date Added: 2018-01-01) 11- BorealFireSim: A GIS-based cellular automata model of wildfires for the boreal forest of Quebec in a climate change paradigm Journal Article Gaudreau, J, Perez, L, Drapeau, P 2016 Ecological Informatics (Date Added: 2016-05-27) 10- Characterization of spatial relationships between three remotely sensed indirect indicators of biodiversity and climate: a 21years' data series review across the Canadian boreal forest Journal Article Perez, L, Nelson, T, Coops, NC, Fontana, F, Drever, CR 2016 International Journal of Digital Earth (Date Added: 2016-01-15) 9- Modelling the Potential Impact of Climate Change on Agricultural Production in the Province of British Columbia Journal Article Perez, L, A Nelson, T, Bourbonnais, M, Ostry, A 2015 Energy and Environment Research (Date Added: 2015-06-23) 8- Identification des variables expliquant la distribution spatiale d’oiseaux de la forêt boréale et modélisation de tendances futures : une approche multivariée Journal Article Gaudreau, J, Perez, L, Legendre, P 2015 Cybergeo (Date Added: 2015-06-03) 7- Predicting climate change impacts to the canadian boreal forest Journal Article Nelson, TA, Coops, NC, Wulder, MA, Perez, L, Fitterer, J, Powers, R, Fontana, F 2014 Diversity (Date Added: 2015-04-08) 6- Model testing and assessment: Perspectives from a swarm intelligence, agent-based model of forest insect infestations Journal Article Pérez, L, Dragicevic, S, White, R 2013 Computers, Environment and Urban Systems (Date Added: 2015-04-08) 5- Landscape-level simulation of forest insect disturbance: Coupling swarm intelligent agents with GIS-based cellular automata model Journal Article Perez, L, Dragicevic, S 2012 Ecological Modelling (Date Added: 2015-04-08) 4- ForestSimMPB: A swarming intelligence and agent-based modeling approach for mountain pine beetle outbreaks Journal Article Pérez, L, Dragicevic, S 2011 Ecological Informatics (Date Added: 2015-04-08) 3- Modeling mountain pine beetle infestation with an agent-based approach at two spatial scales Journal Article Perez, L, Dragicevic, S 2010 Environmental Modelling and Software (Date Added: 2015-04-08) 2- Exploring forest management practices using an agent-based model of forest insect infestations Conference Article Pérez, L, Dragicevic, S 2010 Modelling for Environment's Sake: Proceedings of the 5th Biennial Conference of the International Environmental Modelling and Software Society, iEMSs 2010 (Date Added: 2015-04-08) 1- An agent-based approach for modeling dynamics of contagious disease spread Journal Article Perez, L, Dragicevic, S 2009 International Journal of Health Geographics (Date Added: 2015-04-08) In the mediaChangements climatiques: les oiseaux de la forêt boréale migreront vers le nord (Baril, Daniel) 2018-11-22 |
