selected publications
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conference proceeding
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Building Linked Spatio-Temporal Data from Vectorized Historical Maps.
Lecture Notes in Artificial Intelligence.
409-426.
2020
- A FRAMEWORK FOR RADIOMETRIC SENSITIVITY EVALUATION OF MEDIUM RESOLUTION REMOTE SENSING TIME SERIES DATA TO BUILT-UP LAND COVER CHANGE. 1908-1911. 2017
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A framework for radiometric sensitivity evaluation of medium resolution remote sensing time series data to built-up land cover change
2017
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Building Linked Spatio-Temporal Data from Vectorized Historical Maps.
Lecture Notes in Artificial Intelligence.
409-426.
2020
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journal article
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MTBF-33: A multi-temporal building footprint dataset for 33 counties in the United States (1900 – 2015).
Data in Brief.
108369-108369.
2022
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Towards the large-scale extraction of historical land cover information from historical maps.
1-2.
2021
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Combining Remote-Sensing-Derived Data and Historical Maps for Long-Term Back-Casting of Urban Extents.
Remote Sensing.
2021
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A century of decoupling size and structure of urban spaces in the United States
2021
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Fine-grained, spatiotemporal datasets measuring 200 years of land development in the United States.
Earth System Science Data.
119-153.
2021
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Response to referee comments
2020
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Change in US Small Town Community Capitals, 1980-2010.
Population Research and Policy Review.
913-940.
2020
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Two centuries of settlement and urban development in the United States.
Science Advances.
2020
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Towards a novel backdating strategy for creating built-up land time series data using contemporary spatial constraints.
Remote Sensing of Environment: an interdisciplinary journal.
2020
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Exposing the urban continuum: implications and cross-comparison from an interdisciplinary perspective.
International Journal of Digital Earth: a new journal for a new vision.
22-44.
2020
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Automated Extraction of Human Settlement Patterns From Historical Topographic Map Series Using Weakly Supervised Convolutional Neural Networks.
IEEE Access.
6978-6996.
2020
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Automatic alignment of contemporary vector data and georeferenced historical maps using reinforcement learning.
International Journal of Geographical Information Science.
824-849.
2019
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Framework for agricultural performance assessment based on MODIS multitemporal data.
Journal of Applied Remote Sensing.
2019
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Spatialising uncertainty in image segmentation using weakly supervised convolutional neural networks: a case study from historical map processing.
IET Image Processing.
2084-2091.
2018
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Data Descriptor: HISDAC-US, historical settlement data compilation for the conterminous United States over 200 years.
Scientific Data.
2018
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Map Archive Mining: Visual-Analytical Approaches to Explore Large Historical Map Collections.
ISPRS International Journal of Geo-Information.
2018
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Assessing the accuracy of multi-temporal built-up land layers across rural-urban trajectories in the United States.
Remote Sensing of Environment: an interdisciplinary journal.
898-917.
2018
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MTBF-33: A multi-temporal building footprint dataset for 33 counties in the United States (1900 – 2015).
Data in Brief.
108369-108369.
2022