HISDAC-US: Historical Settlement Data Compilation for the United States
Jun 5, 2024··
1 min read
Yoonjung Ahn, Stefan Leyk, Johannes H. Uhl, Caitlin M.McShane
Abstract
Understanding changes in the built environment is vital for sustainable urban development and disaster preparedness. Recent years have seen the emergence of a variety of global, continent-level, and nation-wide datasets related to the current state and the evolution of the built environment, human settlements or building stocks. However, such datasets may face limitations like incomplete coverage, sparse building information, coarse resolution, and limited timeframes. This study addresses these challenges by integrating three spatial datasets to create an extensive, attribute-rich sequence of settlement layers spanning 200 years for the contiguous U.S. This integration process involves complex data processing, merging property-level real estate, parcel, and remote sensing-based building footprint data, and creating gridded multi-temporal settlement layers. This effort unveils the latest edition (Version 2) of the Historical Settlement Data Compilation for the U.S. (HISDAC-US), which includes the latest land use and structural information as of the year 2021. It enables detailed research on urban form and structure, helps assess and map the built environment’s risk to natural hazards, assists in population modeling, supports land use analysis, and aids health studies.
Type
Publication
An Integrated Multi-Source Dataset for Measuring Settlement Evolution in the United States from 1810 to 2020
This work is driven by the results in my previous paper on LLMs.
Create your slides in Markdown - click the Slides button to check out the example.
Add the publication’s full text or supplementary notes here. You can use rich formatting such as including code, math, and images.