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Research activity per year

Personal profile

Research interests

I am a Senior Researcher specializing in Geospatial Data Science. My expertise spans data management and data quality check, complex spatial and temporal data modelling, and the application of spatial statistics techniques to real-world problems. I am an active researcher in the MagIC research group, contributing to the development of geospatial techniques and statistical approaches for data analysis, predictive analytics, geospatial modelling, and environmental research. My contributions include modelling geospatial phenomena and non-stationary processes using local modelling frameworks to address spatial problems. As part of my research work, I coordinated the development of geostatistical procedures to identify and remove non-climatic irregularities from data with yearly and monthly resolution. A software named gsimcli was designed and developed for the homogenisation of climate time series by two FCT grant holders (Sara Ribeiro and Júlio Caineta; PTDC/GEO-MET/4026/2012) under my supervision. The gsimcli software is freely available for download (https://github.com/iled/gsimcli). More recently, my research is focused on the development of models to capture local spatial effects, particularly Geographical Machine Learning approaches.

Education/Academic qualification

Engineering Sciences, Doctorate, Stochastic space–time models for the characterization of precipitation extreme values. A contribution to the study of the desertification phenomenon, Instituto Superior Técnico

Award Date: 3 Apr 2009

Statistics and Information Management, Master, Estimation techniques on post-stratification, NOVA Information Management School (NOVA IMS)

Award Date: 14 May 2001

Mathematics with specialization in Statistics, Bachelor, Faculdade de Ciências e Tecnologia (FCT)

Award Date: 26 Jul 1995

Keywords

  • HA Statistics
  • Geostatistics
  • Spatial analysis
  • Spatial regression
  • Spatial statistics
  • Geographical weighted regression
  • Kriging
  • Spatial interpolation
  • Q Science (General)
  • Climate Change
  • Geographical Information Systems
  • Precipitation indices
  • drought
  • climate variability
  • Smart cities
  • Environmental Risk Assessment
  • G Geography (General)
  • Spatial analysis
  • Geographical Information Systems
  • Health determinants
  • Health inequalities
  • Urban climate
  • Urban development
  • Tourism
  • Smart cities
  • Location Intelligence
  • Open geographic data

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