selected publications

• conference proceeding

  • 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

• journal article

  • A century of decoupling size and structure of urban spaces in the United States 2021
  • Fine-grained, spatiotemporal datasets measuring 200 years of land development in the United States.  Earth System Science Data. 119-153. 2021
  • Change in US Small Town Community Capitals, 1980-2010.  Population Research and Policy Review. 913-940. 2020
  • Two centuries of settlement and urban development in the United States.  Science Advances. 2020
  • 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
  • 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
  • Automated Extraction of Human Settlement Patterns From Historical Topographic Map Series Using Weakly Supervised Convolutional Neural Networks.  IEEE Access. 6978-6996. 2020
  • Automatic alignment of contemporary vector data and georeferenced historical maps using reinforcement learning.  International Journal of Geographical Information Science. 824-849. 2019
  • Framework for agricultural performance assessment based on MODIS multitemporal data.  Journal of Applied Remote Sensing. 2019
  • Spatialising uncertainty in image segmentation using weakly supervised convolutional neural networks: a case study from historical map processing.  IET Image Processing. 2084-2091. 2018
  • Data Descriptor: HISDAC-US, historical settlement data compilation for the conterminous United States over 200 years.  Scientific Data. 2018
  • Map Archive Mining: Visual-Analytical Approaches to Explore Large Historical Map Collections.  ISPRS International Journal of Geo-Information. 2018
  • 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