ILWS - Charles Sturt University
ILWS - Charles Sturt University

Dr Ana Horta

Dr Ana Horta

Ana is a spatial scientist with a research background in geostatistics for environmental applications. She has been involved in research projects which use geostatistical modelling to quantify and map environmental data. Besides her research in geostatistics, Ana has provided environmental consultancy services to private and public companies concerning contamination assessments and environmental strategic assessments. Ana's current research interests include geospatial data analysis and integration, environmental modelling and uncertainty assessment.

Research Interests

  • Geospatial data analysis for environmental and health applications including data mining & data integration
  • Geostatistical modelling algorithms and uncertainty assessment

Bachelor and Masters Science in Environmental Engineering, Instituto Superior Tecnico (University of Lisbon) 1999
PhD in Environmental Engineering, Instituto Superior Tecnico (University of Lisbon) 1999


External Appointments & Memberships

Member of the Pedometrics Advisory Group 2014-2018

Pedometrics Commission of the International Union of Soil Sciences

Member of the Medal Committee of the International Spatial Accuracy Research Association

Editorial roles on journals

Geoderma (Editorial Board member)


Full Publication list CRO Research Outputs

Selected Publications

Peer Reviewed Papers

Horta, A., Azevedo, L., Neves, J., Soares, A., & Pozza, L. (2021). Integrating portable X-ray fluorescence (pXRF) measurement uncertainty for accurate soil contamination mapping. Geoderma382https://doi.org/10.1016/j.geoderma.2020.114712

Clune, T., & Horta, A. (2020). Climate Variation—A Perceived Drag on Rural Business Performance. Sustainability, 12(24), 10285. doi:10.3390/su122410285

Grimmett, L., Whitsed, R. & Horta, A. (2020). Presence-only species distribution models are sensitive to sample prevalence: Evaluating models using spatial prediction stability and accuracy metrics.  Ecological Modelling, 431 https://doi.org/10.1016/j.ecolmodel.2020.109194

Silva, L. G. M., Doyle, K. E., Duffy, D., Humphries, P., Horta, A., & Baumgartner, L. J. (2020). Mortality events resulting from Australia's catastrophic fires threaten aquatic biota. Global Change Biology26(10), 5345-5350. https://doi.org/10.1111/gcb.15282

Romanelli, J.P., Silva, L.G.M., Horta, A., Picoli, R.A. (2018). Site Selection for Hydropower Development: A GIS-Based Framework to Improve Planning in Brazil. Journal of Environmental Engineering . Fator de Impacto (2016 JCR): 1,5410, v.144: 04018051-1 - 04018051-10.

Ramos, T.B., Horta, A., Gonçalves. M.C., Martins, J.C., Pereira, L.S. (2014) "Development of ternary diagrams for estimating water retention properties using geostatistical approaches", Geoderma, 230-231, pp 229–242

Horta, A., Pereira, M.J., Gonçalves, M., Ramos, T., Soares, A. (2014) "Spatial modelling of soil hydraulic properties integrating different supports", Journal of Hydrology, 511, pp 1-9.

Horta, A., Correia, P., Pinheiro, L., Soares, A. (2013). "Geostatistical Data Integration Model for Contamination Assessment", Mathematical Geosciences, 45(5), pp. 575-590.

Horta, A., Soares, A. (2010). "Data integration model to assess soil organic carbon availability", Geoderma, 160 (2), pp. 225-235, ISSN 0016-7061, DOI: 10.1016/j.geoderma.2010.09.026.

Horta, A., Soares, A. (2010). "Direct Sequential Co-simulation with Joint Probability Distributions. Mathematical Geosciences, 42(3), pp. 269-292.

Book Chapters

McManus, S., Rahman, A., Horta, A., & Coombes, J. (2020). Applied Bayesian modeling for assessment of interpretation uncertainty in spatial domains. In A. Rahman (Ed.), Statistics for data science and policy analysis (pp. 3-13)

Horta, A., Bishop, T. (2013). Spatio-temporal analysis to improve agricultural management. In Margaret A. Oliver, Thomas F.A. Bishop, Ben P. Marchant (Eds.), Precision Agriculture for Sustainability and Environmental Protection, Earthscan Food and Agriculture Series, London, Routledge, pp 119-132.

Reports

Silva, L,G., Pearce, L., Mabon, S., Horta, A., Duffy, D., Kopf, S., Ning, N., & Baumgartner, L,J. (2018). Macca’s in the Mannus, Macquarie perch refuge in the Upper Murray. ILWS Report No 114.

Pearce L., Silva, L.G., Mabon, S., Horta, A., Duffy, D., Ning, N., & Baumgartner, L.J. (2018). Finding forgotten fishes, the search for two endangered species in the NSW Murray Catchment. ILWS Report No 112.

Conference Papers

McManus, S., Rahman, A., Horta, A., & Coombes, J. (2020). A Robust Framework for Comparing Classification Models in Spatial Domains. 12-15. Abstract from Higher Degree Research (HDR) Conference.

McManus, S., Coombes, J., Horta, A., & Rahman, A. (2019). A workflow for assessing interpretation uncertainty in spatial domains using Bayesian approximation. 14-18. Abstract from International Future Mining Conference 2019, Sydney, Australia.

Whitsed, R., Horta, A., Soares, A., & Jelinek, H. (2018). An uncertainty-based approach to quantify the spatial representativeness of local health datasets. Abstract from Spatial Accuracy 2018, Beijing, China.

McManus, S., Horta, A., Rahman, A., & Coombes, J. (2018). Assessment of interpretation and spatial uncertainty of spatial domains. 285. Abstract from Australian Geoscience Council Convention, Adelaide, Australia.

Horta, A., Whitsed, R., Jelinek, H. (2017) Assessing representativeness of a rural Australian clinical database using a spatial modelling approach. Presented at the 2017 NSW Rural Health and Research Congress, Sept 27-29, Wagga Wagga


Current Projects

Indigo Shire Liveability Atlas Pilot Project: Walkability. Horta, A. & Whitsed, R. (2019) North East CMA, $5000 & $5000 (CSU) Project details

Data sharing: Illuminating the drivers of rural business failure. Horta, A. (2018-2020) Collaborative project with Latrobe University.

Completed Projects

Assessing and developing a walkability index targeted to older Australians in regional cities. Whitsed, R., Horta, A. (2018-2019) Family & Community Services – Liveable Communities Grants, $30,000.

Quantifying improved fisheries productivity at fish rehabilitation sites in Lao PDR extension. Baumgartner, L., Marsden, T., Ning, N. & Horta, A.  (2018-2019) ACIAR & USAID, $800,000

Optimised field delineation of contaminated soils, Horta, A. (2015-2017) ARC Linkage Project led by University of Sydney, with partners CSU & Environmental Earth Sciences International Pty Ltd. Project details

Towards a space-time observation system for subsoil moisture content. Richard Claude Mankin Fund (2013-2014).

Soil contamination risk assessment (Case study: Barrinha de Esmoriz) Portuguese Foundation for Science and Technology under contract PTDC/CTE-SPA/69127/2006 (2006-2010).