Published May 9, 2025
| Version 1.0.0
Dataset
Open
Large-Scale Historical Land Use Mapping in Vietnam and Laos using military topographic maps
Creators
Description
This repository contains the data and outputs for the manuscript "Large-Scale Historical Land Use Mapping in Vietnam and Laos using military topographic maps" (in submission).
The repository contains the following folders:
- luc_maps: contains the final land use/cover maps including level 1, level 2 and detailed maps with road, footpath and building information for Laos and Vietnam
- model_ckpts: contains all models trained during the analysis including the final model used to create the land use/cover maps (unet++_resnet50_focal_walpha_0.0_aug_no_color_jitter)
- outputs: includes detailed performance metrics for trained models and key analysis outputs/statistics
- data/raw: contains the input data needed for replication of the analysis
Please refer to the corresponding code repository https://github.com/pbarthelme/historical-topo-maps-laos-vietnam for instructions on how to replicate the results including details on download locations for external input data used in the analysis.
Note: The georeferenced map sheets are currently only available on request until details on the limited distribution restrictions of the source files are clarified.
Files
legend.csv
Files
(6.8 GB)
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Additional details
Funding
- Natural Environment Research Council
- SENSE - Centre for Satellite Data in Environmental Science NE/T00939X/1
Software
- Repository URL
- https://github.com/pbarthelme/large-scale-historical-land-use-mapping
- Programming language
- Python
- Development Status
- Active