School of Forestry and Natural Environment

+30 2310992689

Building B, Ground Floor, Laboratory of Forest Management and Remote Sensing, Office B0.2, Facilities of the Shool of Forestry and Natural Environment in Foinika, Thessaloniki

jstavrak

Short CV Presentation

Assistant Professor in the School of Forestry and Natural Environment at the Aristotle University of Thessaloniki (AUTH), the field of “Geographic Information Systems and Remote Sensing in Forest Ecosystems.” I received my BSc (with integrated Masters) and PhD degrees from the School of Electrical and Computer Engineering at AUTH. From 2014 to 2023, I worked as a postdoctoral researcher at the Laboratory of Forest Management and Remote Sensing at AUTH. Through my participation in many European and national research programs and projects, I have gained expertise—among other things—in the use of modern Remote Sensing and Geographic Information System (GIS) in research and applications related to wildfires management, mapping land cover / land use and detecting their changes, and postfire monitoring of natural ecosystems.

Studies
2005 - 2013

Aristotle University of Thessaloniki

School of Electrical and Computer Engineering

PhD in Electrical and Computer Engineering

2000 - 2005

Aristotle University of Thessaloniki

School of Electrical and Computer Engineering

Electrical and Computer Engineering (B.S. & M.S.)

Professional Experience
2023

School of Forestry and Natural Environment, Aristotle University of Thessaloniki

Assistant Professor

Description:

  • Teaching of undergraduate and master’s courses
  • Research and algorithm development in the fields of remote sensing, GIS, pattern recognition, hyperspectral data processing, wildfires, biomass estimation, precision agriculture, image segmentation, image processing and machine learning
  • Proposal writing for competitive research projects
  • Scientific papers writing

2015 - 2023

Institute of Plant Breeding and Genetic Resources — Hellenic Agricultural Organization "DEMETER"

Research fellow

Description:

  • Participation in the implementation of national and European projects
  • Research and algorithm development in the fields of precision agriculture, remote sensing, and analysis of UAV data
  • Software development
  • Proposal writing for competitive research projects
  • Scientific papers writing

2013 - 2023

Laboratory of Forest Management and Remote Sensing, Aristotle University of Thessaloniki

Postdoc researcher / Research fellow

Description:

  • Participation in the administration and implementation of national and European projects
  • Research and algorithm development in the fields of fuzzy systems, remote sensing, pattern recognition, hyperspectral data processing, wildfires, biomass estimation, precision agriculture, image segmentation, image processing and machine learning
  • Software development
  • Proposal writing for competitive research projects
  • Scientific papers writing

2005 - 2012

Laboratory of Automation and Robotics, School of Electrical and Computer Engineering, AUTh

Young researcher

Description:

Participation in the implementation of national and European co-funded projects, during my PhD. Primary responsibilities:

  • Research and algorithm development in the fields of fuzzy systems, remote sensing, image processing and pattern recognition
  • Software development
  • Scientific papers writing

Publications
2026
A Sentinel-2-based forest type mapping framework for supporting forest inventory at the regional scale

A. Abdollahnejad, N. Georgopoulos, T. Katagis, D. Stavrakoudis, I.Z. Gitas

Journal Papers

2025
Estimation of Burned Fuel Volumes in Heathland Ecosystems Using Multitemporal UAV LiDAR and Superpixel Classification

A.W. Van Hout, A. Choopani, D. Stavrakoudis, W. De Witte, I. Gitas, K. Van Meerbeek, S. Ottoy

Journal Papers

2025
Automated roundwood volume estimation using mobile LiDAR data and circle fitting methods

K. Antoniadis, I.Z. Gitas, N. Georgopoulos, A. Grammenos, D. Stavrakoudis

Journal Papers

Scholarships
  • IKY Postdoc Scholarship 15 February 2020
    • Scholarship from the Hellenic State Scholarships Foundation (IKY) under the subproject “Post doc Scholarships – Partnership Agreement (PA) 2014-2020 — Round B”, co-financed by Greece and the European Union (European Social Fund – ESF) through the Operational Programme “Human Resources Development, Education and Lifelong Learning 2014–2020”.
    • Research Title: Development of tools for wildfires’ direct impact assessment on a national level using satellite data and Google Earth Engine.
    • Duration: 15/02/2020 – 30/12/2022
    • Host institute: Laboratory of Forest Management and Remote Sensing of AUTH
  • AUTH Postdoc Scholarship 26 June 2018
    • Scholarship from the Aristotle University of Thessaloniki under the action “Support for Researchers with Emphasis on Young Researchers — ΕΔΒΜ 34”, co-financed by Greece and the European Union (European Social Fund – ESF) through the Operational Programme “Human Resources Development, Education and Lifelong Learning 2014–2020”.
    • Subproject: Development of an advanced algorithm and an open-source software for automated burned area mapping using high-resolution data (MIS: 5005537).
    • Duration: 26/06/2018 – 28/01/2020
    • Host institute: Laboratory of Forest Management and Remote Sensing of AUTH
Courses
2023 - 2026

Forest Aerial Photography – Remote Sensing (Undergraduate)

2023 - 2026

Geographic Information Systems – Geospatial Analysis (Undergraduate)

2023 - 2026

Remote sensing of environment – Applications (Undergraduate)

2024 - 2026

Remote Sensing & Geographic Information Systems (Postgraduate)

Projects
Sat4Φorest — Greek National Satellite Space Project: Axis 3 – Forest Monitoring Service

Sat4Φorest — Greek National Satellite Space Project: Axis 3 – Forest Monitoring Service

Development of an operational service for mapping and monitoring forests using microsatellites

The Golden Twins
The Golden Twins

Platform that provides real-time, high-resolution Earth Observation (EO) services.

FirEUrisk — Developing a Holistic, Risk-Wise Strategy for European Wildfire Management
FirEUrisk — Developing a Holistic, Risk-Wise Strategy for European Wildfire Management

A holistic approach to establish a new wildfire management strategy

XENIOS: A combined application platform for the protection and promotion of cultural and tourist sites
XENIOS: A combined application platform for the protection and promotion of cultural and tourist sites

Forecasting extreme natural phenomena in areas of tourist and cultural interest

ARTEMIS: Development practices and establishment of standardized monitoring service of economic forests
ARTEMIS: Development practices and establishment of standardized monitoring service of economic forests

Creation of an online platform for monitoring the health of commercial forests

SUFOGIS: GIS and Remote Sensing for Sustainable Forestry and Ecology
SUFOGIS: GIS and Remote Sensing for Sustainable Forestry and Ecology

Erasmus+ program, for the cooperation of universities and businesses in the EU, Russia, and China

Development of an advanced algorithm and open-source software for the automated mapping of burned areas using high-resolution data

Development of an advanced algorithm and open-source software for the automated mapping of burned areas using high-resolution data

Research team scholarship in the framework of the Programme “EDULLL 34”

ERMES: An Earth Observation Model based Rice Information System

ERMES: An Earth Observation Model based Rice Information System

Development of a service for rice cultivation using remote sensing data and mathematical modelling

Establishment and Pilot Operation of the National Observatory of Forest Fires (NOFFi)

Establishment and Pilot Operation of the National Observatory of Forest Fires (NOFFi)

Development of products and services for forest fire prevention using remote sensing data

Tele-Kyoto: Vegetation mapping and biomass estimation using modern remote sensing methods under the United Nations Convention on Climate Change and the Kyoto Protocol

Tele-Kyoto: Vegetation mapping and biomass estimation using modern remote sensing methods under the United Nations Convention on Climate Change and the Kyoto Protocol

Estimation of above-ground biomass in Greek forests using remote sensing data

Skills
Programming languages & tools: C++, Python, Matlab, C, Git/GitHub, Docker
Web technologies: FastAPI, Apache Web Server, HTML, Javascript, PHP, WordPress
Database systems: MySQL, PostgreSQL, Redis
Operating systems: Linux, Microsoft Windows, Bash Shell Script
Office applications: Latex, LibreOffice, Microsoft Office
Specialized software on remote sensing and Geographic Information Systems: QGIS, GDAL, Google Earth Engine, ArcGIS, ENVI, PCI Geomatica, ERDAS
Research Interests
Geographic Information Systems (GIS) Remote sensing Image processing Pattern recognition Machine learning Computational intelligence Environmental monitoring Remote sensing and GIS applications in forestry