Projects per year
Personal profile
Personal profile
I have a PhD in Photogrammetry and Remote Sensing from the University of Tehran (the first ranking in Iran) and a MSc degree in Photogrammetry and Remote Sensing from the same university.
Currently, I am an Assistant Professor in the Department of Earth Observation Science (EOS) at the Faculty ITC, University of Twente. I have focused on the application of my drone-related expertise with AI to make an impact in Geoinformation science to address the Global challenges, especially in the Global South.
Specifically, I am working on multi-scale data fusion—integrating satellite-, drone-, and ground-based observations—to enhance the detail and accuracy of extracted information. In particular, drones play a crucial role in bridging ground-based and spaceborne observations, helping to fill gaps in low boundary layer measurements.
Education and key qualifications
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07/01/2014 |
PhD (Dr.,-Ing), Department of Photogrammetry and Remote Sensing, School of Surveying and Geospatial Engineering, University of Tehran, Iran Name of PhD Supervisor: Prof. Farhad Samadzadegan |
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2009 |
Master, Photogrammetry and Remote Sensing, School of Surveying and Geospatial Engineering, University of Tehran, Iran |
Current position
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2020 - current |
Assistant Professor at the Faculty of Geo-Information and Earth Observation (ITC), University of Twente, the Netherlands |
Previous positions
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2020 – 2023 |
Lecturer; ITC/ University of Twente, the Netherlands |
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2016 - 2020 |
Assistant Professor; Department of Photogrammetry and Remote Sensing, School of Surveying and Geospatial Engineering, University of Tehran, Iran |
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2011 – 2020 |
Research and Development Deputy; Sensors and Platforms Knowledge Center, University of Tehran, Iran |
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2019 |
Visiting Researcher; Faculty of Sciences, Department of Geography, Gent University, Belgium |
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2009 - 2013 |
Invited Lecturer; Faculty of Geomatics Engineering, Iran Free University, Qazvin |
Supervision of graduate students
Currently, I am supervising three PhD students (two will defend in early 2025, and one has recently accomplished his qualifier at the University of Twente), two master's students, and two master's internship projects. In addition, I have supervised three graduated PhD students (one has continued as an assistant professor, one is a scientific researcher, and one has just graduated and plans to start a post-doc position after her parental leave). Across my career, I have supervised more than 25 master's and five bachelor's students.
Research achievements
Throughout my career, I have been driven by a passion for leveraging technology to address real-world challenges. My overarching vision is to create innovative solutions that combine and harness the power of unmanned aerial vehicles (UAVs/drones), data fusion, and artificial intelligence (AI) to advance our understanding of environmental systems and improve societal well-being. This vision has guided my journey, from my early fascination with UAVs and their potential for Earth observation, to my dedication to advancing data fusion and AI techniques. During my PhD, I focused on using UAVs and multi-sensor data fusion, exploring how integrating diverse observations can enhance accuracy and resource utilization. This work resulted in over 10 published articles and laid the foundation for my further research career. My interest in UAVs began 14 years ago at an airshow, where I was captivated by their potential to transform environmental observation. Since then, I have dedicated significant efforts to developing UAV systems, equipping them with innovative sensors, and applying them to variant applications—work that has yielded over 20 publications and numerous successful student theses. I was also involved in a drone based mapping software development team, and the scientific solution I proposed for plant protection at the national level for the first time was greatly applied for pest/stress detection and appreciated by FAO. Six years ago, I began integrating AI into my research as a transformative tool for modelling and information extraction. This interdisciplinary approach has led to significant advancements, with over 10 publications and the guidance of multiple graduate students in applying AI to real-world problems.
Editorial Roles
- Guest Editor: Special issue “Advances in Remote Sensing of Geophysical Surveys Based on UAV,” Remote Sensing Journal
- Topical Advisory Panel Member: “Drones in Agriculture and Forestry,” Drones Journal
- Associate Editor and Editorial Board Member: GIScience Journal
Invited Academic Roles
- External Examiner for PhD Thesis: University of Cape Town, South Africa
- External PhD and Master student Supervisor: SUNY College of Environmental Science and Forestry (USA), Ghent University (Belgium), University of Tehran (Iran)
- External Bachelor Thesis Examiner: TNW Faculty, University of Twente, Netherlands
Recognitions and Invitations
- First Author of a Journal-Featured Paper Selected for Reader Engagement (see paper #5 above)
- Invited Author: Five papers in high-impact journals in Photogrammetry and Remote Sensing with full APC waiver
- Invited Speaker at (1) the 2nd Global Photonics, Optics, and Lasers Conference (GPOLC2025) and (2) the Global Conference on Mechanical and Aerospace Engineering (GCMAE2025; included paper registration and accommodation discount)
- Webinar Organizer: “NERF and AI for 3D Modeling”
Consulting and Evaluation
- Consultancy Provided: Research and development projects for industrial companies
- Patent Reviewer and Evaluator
Journal Reviewer: I reviewed over 30 manuscripts for more than 20 prestigious journals, including:
- ISPRS Journal of Photogrammetry and Remote Sensing, Elsevier
- International Journal of Digital Earth, Taylor & Francis
- Scientific Reports, Springer Nature
- Remote Sensing, MDPI
- Remote Sensing of Environment, Elsevier
- IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, IEEE
Scientific Committee Membership
- ISPRS Geo-Spatial Week (GSW 2025, 2023)
- SEFI Annual Conference 2024
- ISPRS Technical Commission IV Midterm Symposium 2024
- IEEE International Geoscience and Remote Sensing Symposium 2024
- International GeoSpatial Conference 2022
Funding and projects
- 2024-current; UAV photogrammetry: online educational landscape, ISPRS educational initiatives; Co-PI
- 2024-current; Strengthening water and health security in Europe’s marginalized communities, NWO Open competition XS; WP leader
- 2022-2023; Challenge-based learning for UAV photogrammetry, ISPRS educational initiatives; PI
- 2022-2023; Challenge-based learning for teaching UAV photogrammetry in food security, ECIU; PI
- 2021- current; ITC faculty, University of Twente, UAV center; Initiator and WP leader
- 2016-2017; UAV-based plant disease monitoring system, Plant protection organization, Tehran; PI
- 2015-2016; Tehran large-scale map generation based on digital aerial imagery, Municipality of Tehran; Co-PI
- 2012-2013; Tehran large-scale map generation based on analog aerial imagery, Municipality of Tehran; Co-PI
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Keywords
- GE Environmental Sciences
- S Agriculture (General)
- L Education (General)
- TA Engineering (General). Civil engineering (General)
Artificial Intelligence Expert
- Geo Sciences
- Computer Vision
- Autonomous Agent Systems
- Deep Learning
- Energy, Sustainability, Environment and Circularity
Transport Expert
- Urban Logistics
- Maritime Logistics
- Data Mining and Machine Learning
- Artificial Intelligence
- Sensor Technologies
- Environmental / Climate / Resilience
Robotics Expert Keywords
- Autonomous vehicles
- Sensors
- Machine Learning
- Sensor Integration
- Industry and Future of Work
Climate Expert Keywords
- AI and Optimization
- Earth Observation and Remote Sensing
- Agriculture, Food and Soils
- Drought and Heat
- Urban
- Environmental Sciences
- Future
- Twente and Oost NL
- Atmosphere
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- 1 Similar Profiles
Collaborations and top research areas from the last five years
Projects
- 1 Active
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A critical review on multi-sensor and multi-platform remote sensing data fusion approaches: current status and prospects
Samadzadegan, F., Toosi, A. & Dadrass Javan, F., 2025, In: International journal of remote sensing. 46, 3, p. 1327-1402 76 p.Research output: Contribution to journal › Review article › Academic › peer-review
Open AccessFile56 Citations (Scopus)796 Downloads (Pure) -
Air pollution observation—bridging spaceborne to unmanned airborne remote sensing: a systematic review and meta-analysis
Dadrass Javan, F., Samadzadegan, F. & Toosi, A., Aug 2025, In: Air Quality, Atmosphere and Health. 18, 8, p. 2481-2549 69 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile2 Citations (Scopus)40 Downloads (Pure) -
EDU-UAV photogrammetry current online educational landscape
Al Asmar, Y., Alsadik, B., Nex, F. & Dadrass Javan, F., 28 Jul 2025, Proceedings of ISPRS Geospatial Week 2025: “Photogrammetry & Remote Sensing for a Better Tomorrow…” . Al Mansoori, S., Kaur, N. & Haneef, M. (eds.). G-2025 ed. Copernicus, Vol. 48. p. 101-108 8 p. (International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile8 Downloads (Pure) -
Estimating soil organic carbon using time series Band 11 (SWIR) of multispectral Sentinel-2 satellite images and machine learning algorithms
Amoli, M. G., Hasanlou, M., Samadzadegan, F., Taghizadeh-Mehrjardi, R. & Dadrass Javan, F., Nov 2025, In: Remote Sensing Applications: Society and Environment. 40, 25 p., 101736.Research output: Contribution to journal › Article › Academic › peer-review
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Explainable few-shot learning workflow for detecting invasive and exotic tree species
Gevaert, C. M., Pedro, A. A., Ku, O., Cheng, H., Chandramouli, P., Dadrass Javan, F., Nattino, F. & Georgievska, S., Dec 2025, In: Scientific reports. 15, 12 p., 23238.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile1 Citation (Scopus)17 Downloads (Pure)
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Strengthening water and health security in Europe’s marginalized communities
Anthonj, C. (Speaker), Stanglow, S. (Contributor), Flacke, J. (Contributor), Dadrass Javan, F. (Contributor) & Ihnacik, L. (Contributor)
15 Jul 2024Activity: Talk or presentation › Oral presentation
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Strengthening water and health security in Europe’s marginalized communities
Anthonj, C. (Speaker), Stanglow, S. (Contributor), Flacke, J. (Contributor), Dadrass Javan, F. (Contributor) & Ihnacik, L. (Contributor)
2024Activity: Talk or presentation › Oral presentation
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Remote sensing (Journal)
Dadrass Javan, F. (Editor)
2024 → …Activity: Publication peer-review and editorial work › Editorial work