selected publications

• conference proceeding

  • A Label Correction Algorithm Using Prior Information for Automatic and Accurate Geospatial Object Recognition.  1604-1610. 2021
  • Guided Generative Models using Weak Supervision for Detecting Object Spatial Arrangement in Overhead Images.  725-734. 2021
  • An Automatic Approach for Generating Rich, Linked Geo-Metadata from Historical Map Images.  3290-3298. 2020
  • 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
  • A framework for radiometric sensitivity evaluation of medium resolution remote sensing time series data to built-up land cover change 2017

• journal article

  • A scale-sensitive framework for the spatially explicit accuracy assessment of binary built-up surface layers.  Remote Sensing of Environment: an interdisciplinary journal. 2022
  • Gridded land use data for the conterminous United States 1940-2015 (vol 9, 493, 2022).  Scientific Data. 2022
  • Gridded land use data for the conterminous United States 1940-2015.  Scientific Data. 2022
  • MTBF-33: A multi-temporal building footprint dataset for 33 counties in the United States (1900 - 2015).  Data in Brief. 2022
  • Road network evolution in the urban and rural United States since 1900.  Computers, Environment and Urban Systems. 2022
  • Towards the automated large-scale reconstruction of past road networks from historical maps.  Computers, Environment and Urban Systems. 2022
  • Towards the large-scale extraction of historical land cover information from historical maps.  1-2. 2021
  • Combining Remote-Sensing-Derived Data and Historical Maps for Long-Term Back-Casting of Urban Extents.  Remote Sensing. 2021
  • 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
  • Response to referee comments 2020
  • 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