Dirk Tiede

Dirk Tiede

Universität Salzburg

H-index: 41

Europe-Austria

About Dirk Tiede

Dirk Tiede, With an exceptional h-index of 41 and a recent h-index of 31 (since 2020), a distinguished researcher at Universität Salzburg, specializes in the field of GIS, remote sensing, object-based image analysis, big EO data.

His recent articles reflect a diverse array of research interests and contributions to the field:

Towards operational UAV-based forest health monitoring: Species identification and crown condition assessment by means of deep learning

Map of forest tree species for Poland based on Sentinel-2 data

Spatially transferable dwelling extraction from Multi-Sensor imagery in IDP/Refugee Settlements: A meta-Learning approach

Estimating the temporal heterogeneity of mowing events on grassland for haymilk-production using Sentinel-2 and greenness-index

Estimation of Physical Parameters of Waveforms With Neural Networks

Variational Autoencoders for Unsupervised Object Counting from VHR Imagery: Applications in Dwelling Extraction from Forcibly Displaced People Settlement Areas

Federating scientific infrastructure and services for cross-domain applications of Earth observation and climate data

Innovative Analysis Ready Data (ARD) product and process requirements, software system design, algorithms and implementation at the midstream as necessary-but-not-sufficient …

Dirk Tiede Information

University

Position

Assoc. Prof. Department of Geoinformatics - Z_GIS

Citations(all)

8815

Citations(since 2020)

4981

Cited By

5763

hIndex(all)

41

hIndex(since 2020)

31

i10Index(all)

95

i10Index(since 2020)

61

Email

University Profile Page

Universität Salzburg

Google Scholar

View Google Scholar Profile

Dirk Tiede Skills & Research Interests

GIS

remote sensing

object-based image analysis

big EO data

Top articles of Dirk Tiede

Title

Journal

Author(s)

Publication Date

Towards operational UAV-based forest health monitoring: Species identification and crown condition assessment by means of deep learning

Computers and Electronics in Agriculture

Simon Ecke

Florian Stehr

Julian Frey

Dirk Tiede

Jan Dempewolf

...

2024/4/1

Map of forest tree species for Poland based on Sentinel-2 data

Earth System Science Data Discussions

Ewa Maria Grabska-Szwagrzyk

Dirk Tiede

Martin Sudmanns

Jacek Kozak

2024/1/23

Spatially transferable dwelling extraction from Multi-Sensor imagery in IDP/Refugee Settlements: A meta-Learning approach

International Journal of Applied Earth Observation and Geoinformation

Getachew Workineh Gella

Dirk Tiede

Stefan Lang

Lorenz Wendit

Yunya Gao

2023/3/1

Estimating the temporal heterogeneity of mowing events on grassland for haymilk-production using Sentinel-2 and greenness-index

Smart Agricultural Technology

Anja Hartmann

Martin Sudmanns

Hannah Augustin

Andrea Baraldi

Dirk Tiede

2023/8/1

Estimation of Physical Parameters of Waveforms With Neural Networks

arXiv preprint arXiv:2312.10068

Saad Ahmed Jamal

Thomas Corpetti

Dirk Tiede

Mathilde Letard

Dimitri Lague

2023/12/5

Variational Autoencoders for Unsupervised Object Counting from VHR Imagery: Applications in Dwelling Extraction from Forcibly Displaced People Settlement Areas

Getachew Workineh Gella

Hugo Gangloff

Lorenz Wendt

Dirk Tiede

Stefan Lang

2023/7/16

Federating scientific infrastructure and services for cross-domain applications of Earth observation and climate data

Wolfgang Wagner

Matthias Schramm

Bernd Logar

Gergely Sipos

Christian Briese

...

2023/11/8

Innovative Analysis Ready Data (ARD) product and process requirements, software system design, algorithms and implementation at the midstream as necessary-but-not-sufficient …

Big Earth Data

Andrea Baraldi

Luca D Sapia

Dirk Tiede

Martin Sudmanns

Hannah L Augustin

...

2023/7/3

An Advanced Framework For Semantic Querying Of The Dynamic World Dataset

Martin Sudmanns

Lisah Ligono

Hannah Augustin

Lucas Van der Meer

Dirk Tiede

2023/11/7

Emerging trends in big Earth data management and analysis

Martin Sudmanns

Gregory Giuliani

Dirk Tiede

Hannah Augustin

2023/7/3

How green is Austria? An Austrian-wide information layer based on semantic querying of EO data

Martin Sudmanns

Hannah Augustin

Andrea Baraldi

Thomas Strasser

Dirk Tiede

2023/11/2

Self-supervised Variational Autoencoder for Unsupervised Object Counting from Very High-Resolution Satellite Imagery: Applications in Dwelling Extraction in FDP Settlement Areas

IEEE Transactions on Geoscience and Remote Sensing

Getachew Workineh Gella

Hugo Gangloff

Lorenz Wendt

Dirk Tiede

Stefan Lang

2023/12/19

Think global, cube local: an Earth Observation Data Cube’s contribution to the Digital Earth vision

Big Earth Data

Martin Sudmanns

Hannah Augustin

Brian Killough

Gregory Giuliani

Dirk Tiede

...

2023/7/3

Height estimation from single aerial imagery using contrastive learning based multi-scale refinement network

International Journal of Digital Earth

Wufan Zhao

Hu Ding

Jiaming Na

Mengmeng Li

Dirk Tiede

2023/10/2

Unsupervised Domain Adaptation for Instance Segmentation: Extracting Dwellings in Temporary Settlements Across Various Geographical Settings

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Getachew Workineh Gella

Charlotte Pelletier

Sébastien Lefèvre

Lorenz Wendt

Dirk Tiede

...

2023/12/18

Identifying soil sealing hotspots on-demand for reporting and decision making in Austria using a Sentinel-2 based semantic EO data cube

Thomas Strasser

Martin Sudmanns

Hannah Augustin

Lucas Van der Meer

Kerstin Herzinger

...

2022

UAV-based forest health monitoring: A systematic review

S Ecke

J Dempewolf

J Frey

A Schwaller

E Endres

...

2022

Ein Erdbeobachtungs-Datenwürfel für Österreich

Martin Sudmanns

Dirk Tiede

2022/11

Identifying soil sealing on-demand for reporting and decision making in Austria using a Sentinel-2 based semantic EO data cube

Thomas Strasser

Martin Sudmanns

Hannah Augustin

Larisa Nicoleta Paulescu

Lucas Van der Meer

...

2022

Inferring 2D Local Surface-Deformation Velocities Based on PSI Analysis of Sentinel-1 Data: A Case Study of Öræfajökull, Iceland

Remote Sensing

Jirathana Dittrich

Daniel Hölbling

Dirk Tiede

Þorsteinn Sæmundsson

2022/7/1

See List of Professors in Dirk Tiede University(Universität Salzburg)

Co-Authors

H-index: 83
Thomas Blaschke

Thomas Blaschke

Universität Salzburg

H-index: 41
Stefan Lang

Stefan Lang

Universität Salzburg

H-index: 37
Geoffrey J. Hay (PhD)

Geoffrey J. Hay (PhD)

University of Calgary

H-index: 24
Daniel Hölbling

Daniel Hölbling

Universität Salzburg

H-index: 22
Karen Tiede

Karen Tiede

Universität Hohenheim

H-index: 12
Martin Sudmanns

Martin Sudmanns

Universität Salzburg

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