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Liliana Pérez

Observed names: Dr. Liliana Perez, L. Perez, Liliana Perez, Liliana Perez (7037078), Perez, Liliana
ORCID: 0000-0002-6599-9893
Observed ORCID: 0000-0002-6599-9893
OpenAlex ID: A5060446935
An agent-based approach for modeling dynamics of contagious disease spread
2009 · Liliana Perez, Suzana Dragicevic · International Journal of Health Geographics · 364
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Flood susceptible prediction through the use of geospatial variables and machine learning methods
2023 · Navid Mahdizadeh Gharakhanlou, Liliana Perez · Journal of Hydrology · 95
Modeling mountain pine beetle infestation with an agent-based approach at two spatial scales
2009 · Liliana Perez, Suzana Dragicevic · Environmental Modelling & Software · 57
From data to harvest: Leveraging ensemble machine learning for enhanced crop yield predictions across Canada amidst climate change
2024 · Navid Mahdizadeh Gharakhanlou, Liliana Perez · The Science of The Total Environment · 54
Spatial Prediction of Current and Future Flood Susceptibility: Examining the Implications of Changing Climates on Flood Susceptibility Using Machine Learning Models
2022 · Navid Mahdizadeh Gharakhanlou, Liliana Perez · Entropy · 41
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Predicting Climate Change Impacts to the Canadian Boreal Forest
2014 · Trisalyn Nelson, Nicholas Coops, et al. · Diversity · 36
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Landscape-level simulation of forest insect disturbance: Coupling swarm intelligent agents with GIS-based cellular automata model
2012 · Liliana Perez, Suzana Dragicevic · Ecological Modelling · 36
An Agent-Based Model to Identify Migration Pathways of Refugees: The Case of Syria
2017 · Guillaume Arnoux Hébert, Liliana Perez, et al. · Advances in geographic information science · 35
ForestSimMPB: A swarming intelligence and agent-based modeling approach for mountain pine beetle outbreaks
2010 · Liliana Pérez, Suzana Dragićević · Ecological Informatics · 34
Hybrid spatiotemporal simulation of future changes in open wetlands: A study of the Abitibi-Témiscamingue region, Québec, Canada
2018 · Mariana Tiné, Liliana Perez, et al. · International Journal of Applied Earth Observation and Geoinformation · 32
BorealFireSim: A GIS-based cellular automata model of wildfires for the boreal forest of Quebec in a climate change paradigm
2016 · Jonathan Gaudreau, Liliana Perez, et al. · Ecological Informatics · 32
A geospatial agent-based model of the spatial urban dynamics of immigrant population: A study of the island of Montreal, Canada
2019 · Liliana Perez, Suzana Dragicevic, et al. · PLoS ONE · 30
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Multitemporal modeling and simulation of the complex dynamics in urban wetlands: the case of Bogota, Colombia
2023 · Yenny Cuellar, Liliana Perez · Scientific Reports · 19
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Integrating Neighborhood Effect and Supervised Machine Learning Techniques to Model and Simulate Forest Insect Outbreaks in British Columbia, Canada
2020 · Saeed Harati, Liliana Perez, et al. · Forests · 19
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Validating models of one-way land change: an example case of forest insect disturbance
2021 · Saeed Harati, Liliana Perez, et al. · Landscape Ecology · 16
Assessing the accuracy of sensitivity analysis: an application for a cellular automata model of Bogota’s urban wetland changes
2023 · Yenny Cuellar, Liliana Perez · Geocarto International · 14
Characterization of spatial relationships between three remotely sensed indirect indicators of biodiversity and climate: a 21years' data series review across the Canadian boreal forest
2016 · Liliana Perez, Trisalyn Nelson, et al. · International Journal of Digital Earth · 12
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Model testing and assessment: Perspectives from a swarm intelligence, agent-based model of forest insect infestations
2012 · Liliana Pérez, Suzana Dragićević, et al. · Computers Environment and Urban Systems · 11
Poor air quality raises mortality in honey bees, a concern for all pollinators
2025 · Nico Coallier, Liliana Perez, et al. · Communications Earth & Environment · 10
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Towards Modelling Future Trends of Quebec’s Boreal Birds’ Species Distribution under Climate Change
2018 · Jonathan Gaudreau, Liliana Perez, et al. · ISPRS International Journal of Geo-Information · 10
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Agent-Based Models and Complexity Science in the Age of Geospatial Big Data
2017 · Perez, Liliana, Kim, Eun-Kyeong, et al. · Advances in geographic information science · 10
ABWiSE v1.0: toward an agent-based approach to simulating wildfire spread
2021 · Jeffrey Katan, Liliana Perez · Natural hazards and earth system sciences · 9
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Modeling the geospatial dynamics of residential segregation in three Canadian cities: An agent‐based approach
2020 · Taylor Anderson, Aaron Leung, et al. · Transactions in GIS · 9
Spatiotemporal analysis of the housing bubble's contribution to the proliferation of illegal landfills – The case of Gran Canaria
2019 · Lorenzo Carlos Quesada-Ruiz, Liliana Perez, et al. · The Science of The Total Environment · 7
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Promoting the Emergence of Behavior Norms in a Principal–Agent Problem—An Agent-Based Modeling Approach Using Reinforcement Learning
2021 · Saeed Harati, Liliana Perez, et al. · Applied Sciences · 6
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Works count: 72
Citation count: 1,065
H-index: 15
I10-index: 21
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