PLACES
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The `Private-Land Conservation Evidence System `_ (PLACES) is a data synthesis platform for parcel data in the contiguous United States (CONUS).
PLACES connects geographic data on geospatial :ref:`parcel boundaries `, :ref:`tax assessor records `, and sales :ref:`transactions `. Parcel boundaries allow us to retrieve characteristics of land, buildings, land cover, and local demographics from public data sources, including Earth observation satellites (:ref:`predictors `). We use these rich datasets to explore a range of questions of interest to policy makers and conservation planners (see `placeslab.org/research `_).
PLACES contains data on ownership, buildings, protection investments, infrastructure, demographics, geophysical characteristics, long-term land cover change, and other variables for more than 130 million parcels in more than 2,700 counties.
The software is built on top of `Python `_'s extensive open-source ecosystem, namely `geopandas `_, `GDAL/OSGeo `_, and `QGIS `_.
Boston University's PLACES instance is deployed on the `Massachusetts Green High Performance Computing Center `_.
PLACES data has been used in several dozen peer-reviewed empirical analyses in the realm of conservation effectiveness, environmental policy, and environmental economics: `list of publications `_.
Learn more about the software, data access, and research applications: `placeslab.org/places `_