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Personal profile

Personal profile

Mariana Belgiu received a MSc in Applied Geoinformatics from the University of Salzburg, Austria in 2009 and a PhD in Remote Sensing in 2014 from the same university. She is currently an Assistant Professor at the University of Twente, Faculty of Geo-Information Science and Earth Observation (ITC), The Netherlands. Her research activities are dedicated to implementing innovative methods for turning vast amount of optical remote sensing data into useful information for different purposes such as urban areas and cropland areas mappings. More specific, here main current research interest deals with the design, testing, and implementation of efficient methods to classify multi-temporal and single-date satellite images and with the transferability of supervised classification methods across different geographic areas.

She is one of the co-editors of a special issue of the ‘Cartography and Geographic Information Science’ journal and of a special issue of the ‘Sensors’ journal dedicated to ‘Remote Sensing Image Processing and Analysis’. She is a member of the Advisory Board of ISPRS Journal of Photogrammetry and Remote Sensing, the second highest standing journal in the field of Remote Sensing (impact factor 5.994). She is a member of several commissions of trusts and scientific societies (e.g. scientific committee/review board of the GI_Forum, Joint Urban Remote Sensing Event (JURSE) and Symposium of ISPRS Technical Commission IV conferences, member of several ISPRS working groups, a panel member of the Belgian national remote sensing research programme STEREO III etc.). She was granted several awards including the ESRI Young Scholar or Copernicus Masters - Big Data Challenge award received in recognition of ground-breaking research on novel methods for remote sensing data retrieval and analysis.

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Research Output 2012 2019

  • 713 Citations
  • 8 h-Index
  • 17 Article
  • 3 Conference contribution
  • 3 Abstract
  • 1 Chapter
2 Downloads (Pure)

Object-Based Time-Constrained Dynamic Time Warping Classification of Crops Using Sentinel-2

Csillik, O., Belgiu, M., Asner, G. P. & Kelly, M., 27 May 2019, In : Remote sensing. 11, 10, p. 1-26 26 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
crop
vegetation index
image analysis
seasonality
agricultural land
6 Downloads (Pure)

Ontologies to interpret remote sensing images: why do we need them?

Arvor, D., Belgiu, M., Falomir, Z., Mougenot, I. & Durieux, L., Jun 2019, In : GIScience & remote sensing. 56, 6, p. 911-939 29 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
remote sensing
need
sensor
1 Citation (Scopus)
1 Downloads (Pure)

Rodents and satellites: Predicting mice abundance and distribution with Sentinel-2 data

Andreo, V. C., Belgiu, M., Hoyos, D. B., Osei, F. B., Provensal, C. & Stein, A., 1 May 2019, In : Ecological informatics. 51, p. 157-167 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

rodent
Landsat
Mouse
rodents
Satellites

Sensitivity of multiresolution segmentation to spatial extent

Drăguţ, L., Belgiu, M., Popescu, G. & Bandura, P., Sep 2019, In : International Journal of Applied Earth Observation and Geoinformation (JAG). 81, p. 146-153 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

Tile
segmentation
Pixels
Distributed computer systems
pixel
1 Citation (Scopus)
7 Downloads (Pure)

Spatiotemporal image fusion in remote sensing

Belgiu, M. & Stein, A., 4 Apr 2019, In : Remote sensing. 11, 7, p. 1-20 20 p., 818.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
remote sensing
image resolution
spectral reflectance
environmental conditions
method

Prizes

Best Master Thesis in Geoinformatics

Mariana Belgiu (Recipient), 2010

Prize: Other distinction

thesis

Copernicus Masters 2015, T-Systems Big Data Challenge

Dirk Tiede (Recipient), Andrea Baraldi (Recipient), Stefan Lang (Recipient), Mariana Belgiu (Recipient) & Martin Sudmanns (Recipient), 1 Jul 2015

Prize

Image analysis
Big data
Salzburg
Geographical Information System
student

Esri Young Scholar Award

Mariana Belgiu (Recipient), 2013

Prize: Other distinction

systems research
research facility
distance learning

Activities 2014 2018

  • 3 Membership of committee
  • 2 Organising a conference, workshop, ...
  • 1 Editorial work
  • 1 Membership of board

University of Zagreb (External organisation)

Mariana Belgiu (Chair)
2018

Activity: MembershipMembership of committee

ISPRS Technical Commission IV Symposium, GeoDelft 2018 (Event)

Mariana Belgiu (Chair)
2018

Activity: MembershipMembership of committee

Cropland Mapping from time series data

M. Belgiu (Organiser), G. Mavrellis (Organiser)
27 Nov 201729 Nov 2017

Activity: Participating in or organising an eventOrganising a conference, workshop, ...

ISPRS journal of photogrammetry and remote sensing (Journal)

Mariana Belgiu (Member of editorial board)
2017

Activity: Publication peer-review and editorial workEditorial work