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Ariane Droin · SciRah

Researcher profile · Semantic Scholar

Ariane Droin

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Ariane Droin — researcher profile on SciRah

h-index: 10
Works: 25
Citations: 309

Most-cited papers

Deep Learning-Based Generation of Building Stock Data from Remote Sensing for Urban Heat Demand Modeling
M. Wurm, Ariane Droin, Thomas Stark, C. Geiß +2 more
2021ISPRS Int. J. Geo Inf.65 citations Open access
Semantic Scholar
Spatial factors influencing building age prediction and implications for urban residential energy modelling
Oana M. Garbasevschi, J. Schmiedt, T. Verma, I. Lefter +4 more
2021Computers, Environment and Urban Systems39 citations Open access
Semantic Scholar
Quantifying urban heat exposure at fine scale - modeling outdoor and indoor temperatures using citizen science and VHR remote sensing
T. Leichtle, Marlene Kühnl, Ariane Droin, C. Beck +2 more
2023Urban Climate37 citations Open access
Semantic Scholar
Greener cities cost more green: Examining the impacts of different urban expansion patterns on NPP
Jing Zhong, L. Jiao, Ariane Droin, Jia-Feng Liu +2 more
2023Building and Environment31 citations
Semantic Scholar
To be, or not to be 'urban'? A multi-modal method for the differentiated measurement of the degree of urbanization
H. Taubenböck, Ariane Droin, Ines Standfuß, Fabian Dosch +4 more
2022Computers, Environment and Urban Systems28 citations Open access
Semantic Scholar
How does pedestrian permeability vary in and across cities? A fine-grained assessment for all large cities in Germany
Ariane Droin, M. Wurm, Matthias Weigand, Carsten Gawlas +2 more
2024Computers, Environment and Urban Systems21 citations Open access
Semantic Scholar
Unveiling the spatio-temporal patterns of vegetation growth influenced by diverse urban intensity gradients
Jing Zhong, Jia-Feng Liu, L. Jiao, C. Geiß +2 more
2025Environmental impact assessment review16 citations
Semantic Scholar
Are public green spaces distributed fairly? A nationwide analysis based on remote sensing, OpenStreetMap and census data
Matthias Weigand, M. Wurm, Ariane Droin, Thomas Stark +3 more
2023Geocarto International16 citations Open access
Semantic Scholar
The Individual Walkable Neighborhood - Evaluating people-centered spatial units focusing on urban density
Ariane Droin, M. Wurm, H. Taubenböck
2023Computers, Environment and Urban Systems15 citations Open access
Semantic Scholar
Liveability in large housing estates in Germany – Identifying differences based on a novel concept for a walkable city
Manuel Köberl, M. Wurm, Ariane Droin, Oana M. Garbasevschi +2 more
2024Landscape and Urban Planning14 citations Open access
Semantic Scholar
Semantic labelling of building types. A comparison of two approaches using Random Forest and Deep Learning
Ariane Droin, M. Wurm, W. Sulzer
202010 citations
Semantic Scholar
In the tension between large-scale analysis and accuracy - Identifying and analysing intra-urban (sub-)centre structures comparing official 3D-building models and TanDEM-X nDSMs
Ines Standfuß, C. Geiß, Marlene Kühnl, Ariane Droin +5 more
2023Computers, Environment and Urban Systems6 citations Open access
Semantic Scholar
Pixels, chisels and contours - technical variations in European road traffic noise exposure maps.
J. Staab, Ariane Droin, Matthias Weigand, M. Dallavalle +5 more
2025Journal of Environmental Management5 citations Open access
Semantic Scholar
National road traffic noise estimation with ensemble learning and multimodal geodata
J. Staab, Matthias Weigand, A. Schady, Ariane Droin +8 more
2025Transportation Research Part D: Transport and Environment3 citations Open access
Semantic Scholar
Collecting data for urban building energy modelling by remote sensing and machine learning
P. Gorzalka, Oana M. Garbasevschi, Jacob Estevam Schmiedt, Ariane Droin +1 more
2021Building Simulation Conference Proceedings3 citations Open access
Semantic Scholar
The influence of urban structure types on the x-minuteness of cities: An accessibility analysis of 15 German cities
Ariane Droin, M. Wurm, Matthias Weigand, H. Debray +2 more
2026Environment and Planning B Urban Analytics and City Science1 citations Open access
Semantic Scholar
How Can Remote Sensing Support Urban Tree Cadaster Efforts and Diversity Analysis of Dominant Genera?
A. D. de León, T. Leichtle, Ariane Droin, Julia S. Rieder +5 more
2026IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing0 citations Open access
Semantic Scholar
Parallel connectivity and genomic divergence but heterogeneous demographic history in sympatric Mediterranean clingfishes
M. Wagner, S. Koblmüller, Ariane Droin, Nadine Klar +4 more
2026bioRxiv0 citations Open access
Semantic Scholar
Assessing the x-minuteness for different urban structural types in Berlin, Germany
Ariane Droin, M. Wurm, Matthias Weigand, H. Debray +2 more
2025Joint Urban Remote Sensing Event0 citations
Semantic Scholar
Spatial Accessibility in Transition: Evaluating Urban Growth and Service Distribution in Westhoek, Belgium
Manuel Köberl, M. Wurm, Ariane Droin, N. Tantaroudas +1 more
2025Joint Urban Remote Sensing Event0 citations
Semantic Scholar
Sensing the Environment Using a Cargo Bike
Moritz P. Heimbach, Ariane Droin, Yannick Bache, Deniz Er +11 more
2025Joint Urban Remote Sensing Event0 citations
Semantic Scholar
Semantic labelling of building types: a comparison of two approaches using Random Forest and Deep Learning / submitted by Ariane Droin, BSc.
Ariane Droin
20190 citations
Semantic Scholar
Semantic labelling of building types A comparison of two approachesusing Random Forest and Deep Learning
Ariane Droin
20190 citations
Semantic Scholar
Changes in the Structures of Small Cities – A Documentation of Land Use Pattern Changes in Selected Regions of the Province Styria (Austria)
W. Sulzer, Ariane Droin
2019Turisztikai és vidékfejlesztési tanulmányok0 citations Open access
Semantic Scholar
The generation of a swimming pool cadastre for Graz (1945–2015)
Ariane Droin, W. Sulzer, Matthias Wecht
2016Journal for Geography0 citations Open access
Semantic Scholar

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