Tobia Lakes

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 14

Top Topics

Unsupervised Change Detection

Top Venues

Int. J. Appl. Earth Obs. Geoinformation

Publications

Jeroen Staab, Thomas Stark, Michael Wurm, Kathrin Wolf, Marco Dallavalle, Arthur Schady, Tobia Lakes, Hannes Taubenböck
Using CNNs on Sentinel-2 data for road traffic noise modelling. JURSE (2023)
Bakhtiar Feizizadeh, Davoud Omarzadeh, Mohammad Ghasemi, Samaneh Bageri, Tobia Lakes, Robert Kitzmann, Abolfazl Ghanbari, Thomas Blaschke
Urban restaurants and online food delivery during the COVID-19 pandemic: a spatial and socio-demographic analysis. Int. J. Digit. Earth 16 (1) (2023)
Somaie Abolhasani, Mohammad Taleai, Tobia Lakes
A collective decision-making framework for simulating urban land-use planning: An application of game theory with event-driven actors. Comput. Environ. Urban Syst. 94 (2022)
Bakhtiar Feizizadeh, Sadrolah Darabi, Thomas Blaschke, Tobia Lakes
QADI as a New Method and Alternative to Kappa for Accuracy Assessment of Remote Sensing-Based Image Classification. Sensors 22 (12) (2022)
Chaonan Ji, Uta Heiden, Tobia Lakes, Hannes Feilhauer
Are urban material gradients transferable between areas? Int. J. Appl. Earth Obs. Geoinformation 100 (2021)
Hassan Abedi Gheshlaghi, Bakhtiar Feizizadeh, Thomas Blaschke, Tobia Lakes, Sapna Tajbar
Forest fire susceptibility modeling using hybrid approaches. Trans. GIS 25 (1) (2021)
Tobias Leichtle, Tobia Lakes, Xiao Xiang Zhu, Hannes Taubenböck
Has Dongying developed to a ghost city? - Evidence from multi-temporal population estimation based on VHR remote sensing and census counts. Comput. Environ. Urban Syst. 78 (2019)
Tobias Leichtle, Christian Geiss, Michael Wurm, Tobia Lakes, Hannes Taubenböck
Unsupervised change detection in VHR remote sensing imagery - an object-based clustering approach in a dynamic urban environment. Int. J. Appl. Earth Obs. Geoinformation 54 (2017)
Tobias Leichtle, Christian Geiss, Michael Wurm, Tobia Lakes, Hannes Taubenböck
Evaluation of clustering algorithms for unsupervised change detection in VHR remote sensing imagery. JURSE (2017)
Tobias Leichtle, Christian Geiß, Tobia Lakes, Hannes Taubenböck
Class imbalance in unsupervised change detection - A diagnostic analysis from urban remote sensing. Int. J. Appl. Earth Obs. Geoinformation 60 (2017)
Johannes Schreyer, Tobia Lakes
Deriving and Evaluating City-Wide Vegetation Heights from a TanDEM-X DEM. Remote. Sens. 8 (11) (2016)
Johannes Schreyer, Christian Geis, Tobia Lakes
TanDEM-X for Large-Area Modeling of Urban Vegetation Height: Evidence from Berlin, Germany. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (5) (2016)
Christian Geiss, Marianne Jilge, Tobia Lakes, Hannes Taubenböck
Estimation of Seismic Vulnerability Levels of Urban Structures With Multisensor Remote Sensing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (5) (2016)
Carsten Krüger, Tobia Lakes
Revealing Uncertainties in Land Change Modeling Using Probabilities. Trans. GIS 20 (4) (2016)
Carsten Krüger, Tobia Lakes
Bayesian belief networks as a versatile method for assessing uncertainty in land-change modeling. Int. J. Geogr. Inf. Sci. 29 (1) (2015)
Johannes Schreyer, Tobia Lakes
TanDEM-X & UAV data for modeling 3D vegetation information in urban areas. JURSE (2015)
Johannes Schreyer, Tobia Lakes
Remote Sensing-Based Approaches for Modeling 3D Vegetation Information in Urban Areas. ICCSA (Workshops/Short Papers/Posters) (2014)
Johannes Schreyer, Jan Tigges, Tobia Lakes, Galina Churkina
Using Airborne LiDAR and QuickBird Data for Modelling Urban Tree Carbon Storage and Its Distribution - A Case Study of Berlin. Remote. Sens. 6 (11) (2014)
Cornelius Senf, Tobia Lakes
Comparing Support Vector Regression and Statistical Linear Regression for Predicting Poverty Incidence in Vietnam. AGILE Conf. (2012)
Steffen Lauf, Dagmar Haase, Patrick Hostert, Tobia Lakes, Birgit Kleinschmit
Uncovering land-use dynamics driven by human decision-making - A combined model approach using cellular automata and system dynamics. Environ. Model. Softw. 27 (2012)
Tobia Lakes, Ulf Leser, Cornelius Senf
An urban health risk analysis for Berlin: exploration and integration of spatio-temporal information on the urban environment. EnviroInfo (2010)
Falko Theisselmann, Frank Kühnlenz, Carsten Krüger, Joachim Fischer, Tobia Lakes
How to reuse and modify an existing land use change model? Exploring the benefits of languagecentered tool support. EnviroInfo (2010)
Tobia Lakes
From Environmental Information Systems to Environmental Information Management - A Case Study of Berlin. EnviroInfo (2003)