Professor Juan Morales

  • Professor of Statistical Ecology (Ecology & Environmental Change)

email: Juan.Morales@glasgow.ac.uk

Graham Kerr Building, room 314, level 3, Glasgow, Glasgow City, Scotland, G12 8QQ

ORCID iDhttps://orcid.org/0000-0001-7269-7490

Research interests

Quantitative ecology and ecological modelling. Species interactions, movement and dispersal, population dynamics, and disease ecology. 

Google scholar profile: https://scholar.google.com/citations?user=i9J_tRYAAAAJ&hl=en

Research units

Publications

List by: Type | Date

Jump to: 2023 | 2022 | 2021 | 2020
Number of items: 12.

2023

Gaskell, J. , Campioni, N., Morales, J. M. , Husmeier, D. and Torney, C. J. (2023) Inferring the interaction rules of complex systems with graph neural networks and approximate Bayesian computation. Journal of the Royal Society: Interface, 20(198), 20220676. (doi: 10.1098/rsif.2022.0676) (PMID:36596456)

2022

Jarrett, C., Haydon, D. T. , Morales, J. M. , Ferreira, D. F., Forzi, F. A., Welch, A. J., Powell, L. L. and Matthiopoulos, J. (2022) Integration of mark–recapture and acoustic detections for unbiased population estimation in animal communities. Ecology, 103(10), e3769. (doi: 10.1002/ecy.3769) (PMID:35620844)

Morán‐López, T., Ruiz‐Suarez, S., Aldabe, J. and Morales, J. M. (2022) Improving inferences and predictions of species environmental responses with occupancy data. Methods in Ecology and Evolution, 13(7), pp. 1540-1551. (doi: 10.1111/2041-210X.13875)

2021

Campioni, N., Husmeier, D. , Morales, J. , Gaskell, J. and Torney, C. J. (2021) Inferring microscale properties of interacting systems from macroscale observations. Physical Review Research, 3(4), 043074. (doi: 10.1103/PhysRevResearch.3.043074)

Sasal, Y., Amico, G. C. and Morales, J. M. (2021) Host spatial structure and disperser activity determine mistletoe infection patterns. Oikos, 130(3), pp. 440-452. (doi: 10.1111/oik.07771)

Torney, C. J. , Morales, J. M. and Husmeier, D. (2021) A hierarchical machine learning framework for the analysis of large scale animal movement data. Movement Ecology, 9, 6. (doi: 10.1186/s40462-021-00242-0) (PMID:33602302)

Bedriñana‑Romano, L., Hucke-Gaete, R., Viddi, F. A., Johnson, D., Zerbini, A. N., Morales, J. , Mate, B. and Palacios, D. M. (2021) Defining priority areas for blue whale conservation and investigating overlap with vessel traffic in Chilean Patagonia, using a fast-fitting movement model. Scientific Reports, 11, 2709. (doi: 10.1038/s41598-021-82220-5) (PMID:33526800) (PMCID:PMC7851173)

Falcón-Cortés, A., Boyer, D., Merrill, E., Frair, J. L. and Morales, J. M. (2021) Hierarchical, memory-based movement models for translocated elk (cervus canadensis). Frontiers in Ecology and Evolution, 9, 702925. (doi: 10.3389/fevo.2021.702925)

Gurevitz, J. M., Antman, J. G., Laneri, K. and Morales, J. M. (2021) Temperature, traveling, slums, and housing drive dengue transmission in a non-endemic metropolis. PLoS Neglected Tropical Diseases, 15(6), e0009465. (doi: 10.1371/journal.pntd.0009465) (PMID:34115753) (PMCID:PMC8221794)

Morales, J. M. and López, T. M. (2021) Mechanistic models of seed dispersal by animals. Oikos, 2022(2), e08328. (doi: 10.1111/oik.08328)

2020

Campioni, N., Husmeier, D. , Morales, J. M. , Gaskell, J. and Torney, C. J. (2020) Modelling multiscale collective behavior with Gaussian processes. In: Ladde, G. and Samia, N. (eds.) Proceedings of the 2nd International Conference on Statistics: Theory and Applications (ICSTA'20). Avestia Publishing: Ottawa, Canada, p. 124. ISBN 9781927877685 (doi: 10.11159/icsta20.124)

Gaskell, J. , Campioni, N., Morales, J. M. , Husmeier, D. and Torney, C. J. (2020) Approximate Bayesian inference for individual-based models with emergent dynamics. In: Ladde, G. and Samia, N. (eds.) Proceedings of the 2nd International Conference on Statistics: Theory and Applications (ICSTA'20). Avestia Publishing: Ottawa, Canada, p. 125. ISBN 9781927877685 (doi: 10.11159/icsta20.125)

This list was generated on Sat Jun 10 01:22:29 2023 BST.
Jump to: Articles | Book Sections
Number of items: 12.

Articles

Gaskell, J. , Campioni, N., Morales, J. M. , Husmeier, D. and Torney, C. J. (2023) Inferring the interaction rules of complex systems with graph neural networks and approximate Bayesian computation. Journal of the Royal Society: Interface, 20(198), 20220676. (doi: 10.1098/rsif.2022.0676) (PMID:36596456)

Jarrett, C., Haydon, D. T. , Morales, J. M. , Ferreira, D. F., Forzi, F. A., Welch, A. J., Powell, L. L. and Matthiopoulos, J. (2022) Integration of mark–recapture and acoustic detections for unbiased population estimation in animal communities. Ecology, 103(10), e3769. (doi: 10.1002/ecy.3769) (PMID:35620844)

Morán‐López, T., Ruiz‐Suarez, S., Aldabe, J. and Morales, J. M. (2022) Improving inferences and predictions of species environmental responses with occupancy data. Methods in Ecology and Evolution, 13(7), pp. 1540-1551. (doi: 10.1111/2041-210X.13875)

Campioni, N., Husmeier, D. , Morales, J. , Gaskell, J. and Torney, C. J. (2021) Inferring microscale properties of interacting systems from macroscale observations. Physical Review Research, 3(4), 043074. (doi: 10.1103/PhysRevResearch.3.043074)

Sasal, Y., Amico, G. C. and Morales, J. M. (2021) Host spatial structure and disperser activity determine mistletoe infection patterns. Oikos, 130(3), pp. 440-452. (doi: 10.1111/oik.07771)

Torney, C. J. , Morales, J. M. and Husmeier, D. (2021) A hierarchical machine learning framework for the analysis of large scale animal movement data. Movement Ecology, 9, 6. (doi: 10.1186/s40462-021-00242-0) (PMID:33602302)

Bedriñana‑Romano, L., Hucke-Gaete, R., Viddi, F. A., Johnson, D., Zerbini, A. N., Morales, J. , Mate, B. and Palacios, D. M. (2021) Defining priority areas for blue whale conservation and investigating overlap with vessel traffic in Chilean Patagonia, using a fast-fitting movement model. Scientific Reports, 11, 2709. (doi: 10.1038/s41598-021-82220-5) (PMID:33526800) (PMCID:PMC7851173)

Falcón-Cortés, A., Boyer, D., Merrill, E., Frair, J. L. and Morales, J. M. (2021) Hierarchical, memory-based movement models for translocated elk (cervus canadensis). Frontiers in Ecology and Evolution, 9, 702925. (doi: 10.3389/fevo.2021.702925)

Gurevitz, J. M., Antman, J. G., Laneri, K. and Morales, J. M. (2021) Temperature, traveling, slums, and housing drive dengue transmission in a non-endemic metropolis. PLoS Neglected Tropical Diseases, 15(6), e0009465. (doi: 10.1371/journal.pntd.0009465) (PMID:34115753) (PMCID:PMC8221794)

Morales, J. M. and López, T. M. (2021) Mechanistic models of seed dispersal by animals. Oikos, 2022(2), e08328. (doi: 10.1111/oik.08328)

Book Sections

Campioni, N., Husmeier, D. , Morales, J. M. , Gaskell, J. and Torney, C. J. (2020) Modelling multiscale collective behavior with Gaussian processes. In: Ladde, G. and Samia, N. (eds.) Proceedings of the 2nd International Conference on Statistics: Theory and Applications (ICSTA'20). Avestia Publishing: Ottawa, Canada, p. 124. ISBN 9781927877685 (doi: 10.11159/icsta20.124)

Gaskell, J. , Campioni, N., Morales, J. M. , Husmeier, D. and Torney, C. J. (2020) Approximate Bayesian inference for individual-based models with emergent dynamics. In: Ladde, G. and Samia, N. (eds.) Proceedings of the 2nd International Conference on Statistics: Theory and Applications (ICSTA'20). Avestia Publishing: Ottawa, Canada, p. 125. ISBN 9781927877685 (doi: 10.11159/icsta20.125)

This list was generated on Sat Jun 10 01:22:29 2023 BST.

Grants

Grants and Awards listed are those received whilst working with the University of Glasgow.

  • Assessing the risk of insect vector-borne diseases in Scotland and their response to environmental change.
    UK Research and Innovation
    2023 - 2026
     

Research datasets

Jump to: 2021 | 2020
Number of items: 2.

2021

Torney, C. , Morales, J. and Husmeier, D. (2021) A hierarchical machine learning framework for the analysis of large scale animal movement data. [Data Collection]

2020

Kabalika, Z., Morrison, T. , McGill, R. , Munishi, L. K., Ekwem, D., Mahene, W. L., Lobora, A. L., Newton, J. , Morales, J., Haydon, D. and Hopcraft, G. (2020) Tracking animal movements using biomarkers from tail hairs: A novel approach for animal geolocating from sulfur isoscapes. [Data Collection]

This list was generated on Sat Jun 10 01:22:30 2023 BST.