b-learning - Specialization in Geospatial Data Science

Education objectives

The specialization in Geospatial Data Science provides the necessary skills for the analysis, modeling, and visualization of geographic information, and aims to train professionals for the role of artificial intelligence, programming, and data mining in the development of solutions to challenges and societal problems in the public and private sectors.

This program is developed in collaboration with UNIGIS, international network that brings together the best schools in Geographic Information Systems and Science and it has obtained the GEOINT (Geospatial Intelligence) accreditation by the United States Geospatial Intelligence Foundation (USGIF) and was the 1st program outside the US to be accredited by this organization.

This Program is taught in Portuguese and aims at everyone from Portuguese-speaking African countries but also Portugal, Brazil, Timor, and Portuguese communities all over the world, who is interested in continuing their studies by getting a Master's Degree in a Portuguese university.

This program provides the knowledge and skills needed to:

- Understand and contribute to the great technical and social challenges created by computing environments rich in geospatial data including its architecture, integrity and management;

- Understand how geospatial data can be acquired and used to support various analysis, modeling, and geovisualization processes in large data environments;

- Understand how artificial intelligence, programming and data mining can be used to intelligently enhance the typical concepts and flows of geographic information science and thus provide institution-centric solutions to a wide variety of challenges and societal problems across public and private sectors.

Applications - 1st call
To complete the application, the applicant must register in NOVA IMS' Applications Portal, fill the form, upload their Curriculum Vitae, pay the application fee (€ 51), and submit the application in the end. The selection process is based on the analysis of the applicant's academic and professional curriculum. The members of the Admissions’ Jury Panel may decide to hold an interview with all or some applicants - face-to-face or videoconference.

The applications for this program, for the 2025/2026 academic year, are open from January 1st to February 3rd, 2025. To apply, click here.

General characterization

DGES code

ME12

Cicle

Master (2nd Cycle)

Degree

Master

Access to other programs

This Master Degree gives acess to a Doctoral Program, confirm ours here.

Coordinator

Marco Octávio Trindade Painho

Opening date

September 2025

Vacancies

30

Fees

€4.200

Schedule

After working Hours

Teaching language

Portuguese (e-learning) English (blended learning

Degree pre-requisites

This program lasts 4 semesters: 2 correspond to the curricular component and 2 to the development of a thesis, or work project, in a total of 120 ECTS.
For the conclusion of the curricular component (1st and 2nd semesters), students have to complete 60 ECTS, of which 52,5 are mandatory and 7,5 correspond to elective course units, to be chosen by the students.

Conditions of admittance

The requirements for applications are:

Holding an bachelor's degree or equivalent in a compatible field;

Holding higher education level conferred on the 1st cycle of studies (bachelor's degree) under the Bologna legislation, by an adherent European country.

Holding a foreign academic degree, approved by the Scientific Council of NOVA IMS, for achieving undergraduates' goals;

Holding a relevant academic, professional and scientific curriculum, approved by the Scientific Council of NOVA IMS, for being able to conduct this study program.

Evaluation rules

The assessment method will be continuous assessment, i.e. through individual or group work, projects, quizzes, tests/exams, etc.

At the beginning of each academic year, it is up to each teacher of each Curricular Unit (CU) to define how assessment will be carried out in their CUs, and this information is then made available via the student platform.

Structure

1º year - Autumn semester
Code Name ECTS
200009 Geospatial Databases 7.5
200015 Geographical Information Systems and Science 7.5
200271 Spatial Statistics 7.5
200219 Geographic Information Science 7.5
200274 Geospatial Programming 7.5
200221 Spatial Statistics 7.5
200009 Geospatial Databases 7.5
200015 Geographical Information Systems and Science 7.5
200271 Spatial Statistics 7.5
200219 Geographic Information Science 7.5
200274 Geospatial Programming 7.5
200221 Spatial Statistics 7.5
200009 Geospatial Databases 7.5
200015 Geographical Information Systems and Science 7.5
200271 Spatial Statistics 7.5
200219 Geographic Information Science 7.5
200274 Geospatial Programming 7.5
200221 Spatial Statistics 7.5
200009 Geospatial Databases 7.5
200015 Geographical Information Systems and Science 7.5
200271 Spatial Statistics 7.5
200219 Geographic Information Science 7.5
200274 Geospatial Programming 7.5
200221 Spatial Statistics 7.5
200009 Geospatial Databases 7.5
200015 Geographical Information Systems and Science 7.5
200271 Spatial Statistics 7.5
200219 Geographic Information Science 7.5
200274 Geospatial Programming 7.5
200221 Spatial Statistics 7.5
Options
200272 Spatial Data Analysis and Visualization 7.5
200009 Geospatial Databases 7.5
200273 Cartographic Sciences and Data Aquisition 7.5
200271 Spatial Statistics 7.5
200274 Geospatial Programming 7.5
200115 Remote Sensing 7.5
200220 Spatial Data Analysis and Visualization 7.5
200221 Spatial Statistics 7.5
200272 Spatial Data Analysis and Visualization 7.5
200009 Geospatial Databases 7.5
200273 Cartographic Sciences and Data Aquisition 7.5
200271 Spatial Statistics 7.5
200274 Geospatial Programming 7.5
200115 Remote Sensing 7.5
200220 Spatial Data Analysis and Visualization 7.5
200221 Spatial Statistics 7.5
200272 Spatial Data Analysis and Visualization 7.5
200009 Geospatial Databases 7.5
200273 Cartographic Sciences and Data Aquisition 7.5
200271 Spatial Statistics 7.5
200274 Geospatial Programming 7.5
200115 Remote Sensing 7.5
200220 Spatial Data Analysis and Visualization 7.5
200221 Spatial Statistics 7.5
200272 Spatial Data Analysis and Visualization 7.5
200009 Geospatial Databases 7.5
200273 Cartographic Sciences and Data Aquisition 7.5
200271 Spatial Statistics 7.5
200274 Geospatial Programming 7.5
200115 Remote Sensing 7.5
200220 Spatial Data Analysis and Visualization 7.5
200221 Spatial Statistics 7.5
200272 Spatial Data Analysis and Visualization 7.5
200009 Geospatial Databases 7.5
200273 Cartographic Sciences and Data Aquisition 7.5
200271 Spatial Statistics 7.5
200274 Geospatial Programming 7.5
200115 Remote Sensing 7.5
200220 Spatial Data Analysis and Visualization 7.5
200221 Spatial Statistics 7.5
1º year - Spring semester
Code Name ECTS
200024 Geospatial Data Mining 7.5
200036 Remote Sensing 7.5
200094 Geographical Information Systems and Modelling 7.5
200024 Geospatial Data Mining 7.5
200036 Remote Sensing 7.5
200094 Geographical Information Systems and Modelling 7.5
200024 Geospatial Data Mining 7.5
200036 Remote Sensing 7.5
200094 Geographical Information Systems and Modelling 7.5
200024 Geospatial Data Mining 7.5
200036 Remote Sensing 7.5
200094 Geographical Information Systems and Modelling 7.5
200024 Geospatial Data Mining 7.5
200036 Remote Sensing 7.5
200094 Geographical Information Systems and Modelling 7.5
Options
200024 Geospatial Data Mining 7.5
200036 Remote Sensing 7.5
200060 Geospatial Data Mining 7.5
200140 Geospatial Intelligence 7.5
200094 Geographical Information Systems and Modelling 7.5
200276 Programming & Geospatial Web Services 7.5
200115 Remote Sensing 7.5
200124 Geographical Information Systems in Organizations 7.5
200024 Geospatial Data Mining 7.5
200036 Remote Sensing 7.5
200060 Geospatial Data Mining 7.5
200140 Geospatial Intelligence 7.5
200094 Geographical Information Systems and Modelling 7.5
200276 Programming & Geospatial Web Services 7.5
200115 Remote Sensing 7.5
200124 Geographical Information Systems in Organizations 7.5
200024 Geospatial Data Mining 7.5
200036 Remote Sensing 7.5
200060 Geospatial Data Mining 7.5
200140 Geospatial Intelligence 7.5
200094 Geographical Information Systems and Modelling 7.5
200276 Programming & Geospatial Web Services 7.5
200115 Remote Sensing 7.5
200124 Geographical Information Systems in Organizations 7.5
200024 Geospatial Data Mining 7.5
200036 Remote Sensing 7.5
200060 Geospatial Data Mining 7.5
200140 Geospatial Intelligence 7.5
200094 Geographical Information Systems and Modelling 7.5
200276 Programming & Geospatial Web Services 7.5
200115 Remote Sensing 7.5
200124 Geographical Information Systems in Organizations 7.5
200024 Geospatial Data Mining 7.5
200036 Remote Sensing 7.5
200060 Geospatial Data Mining 7.5
200140 Geospatial Intelligence 7.5
200094 Geographical Information Systems and Modelling 7.5
200276 Programming & Geospatial Web Services 7.5
200115 Remote Sensing 7.5
200124 Geographical Information Systems in Organizations 7.5
2º year - Autumn semester
Code Name ECTS
200212 Acompanhamento de Dissertação/Trabalho de Projeto 2.0
200277 Thesis/ Project/ Internship Report 58.0
200212 Acompanhamento de Dissertação/Trabalho de Projeto 2.0
200277 Thesis/ Project/ Internship Report 58.0
200212 Acompanhamento de Dissertação/Trabalho de Projeto 2.0
200277 Thesis/ Project/ Internship Report 58.0
200212 Acompanhamento de Dissertação/Trabalho de Projeto 2.0
200277 Thesis/ Project/ Internship Report 58.0
200212 Acompanhamento de Dissertação/Trabalho de Projeto 2.0
200277 Thesis/ Project/ Internship Report 58.0