Install
openclaw skills install @ruiduobao/geoskill-cadastral-change-detectionTopology-aware cadastral parcel change detection between two epochs. Identifies new, deleted, expanded, reduced, split, and merged parcels from cadastral vector data (宗地/地块/调查图斑). Use when comparing two epochs of land parcels, auditing boundary changes, or generating cadastral change ledgers.
openclaw skills install @ruiduobao/geoskill-cadastral-change-detection⚠️ 必读 — 本 skill 不属于即用型,需要先准备特定文件才能跑。
本 skill 需要 两期宗地矢量(GeoJSON / Shapefile),来自地方不动产登记。
👉 完整教程见仓库根目录 PREREQUISITES.md 2.1 节。
先准备 X 文件:references/sample_before.geojson + references/sample_after.geojson 试跑,再换成真实宗地。
快速试跑命令:
python cadastral_change_detection.py --before references/sample_before.geojson --after references/sample_after.geojson --output-dir ./test
Compares two epochs of cadastral parcels to detect object-level changes with topology awareness.
Use when the user wants to:
# Basic comparison
python scripts/cadastral_change_detection.py \
--before before.geojson \
--after after.geojson
# With custom parameters
python scripts/cadastral_change_detection.py \
--before before.geojson \
--after after.geojson \
--id-field ZDBM \
--field-map field_map.json \
--tolerance 0.3 \
--area-threshold 0.1 \
--match-iou 0.1 \
--output-dir ./ccd-output
# Dry run (validate only)
python scripts/cadastral_change_detection.py \
--before before.geojson \
--after after.geojson \
--dry-run
| Parameter | Default | Description |
|---|---|---|
--before | required | 前期宗地数据 (GeoJSON/Shapefile) |
--after | required | 后期宗地数据 (GeoJSON/Shapefile) |
--id-field | auto | 宗地唯一标识字段名 |
--field-map | None | 字段映射 JSON (前期字段→后期字段) |
--tolerance | 0.0 | 几何容差 (CRS 单位) |
--area-threshold | 0.05 | 面积变化阈值比例 |
--match-iou | 0.1 | IoU 匹配阈值 |
--rules | None | 业务规则 JSON 文件路径 |
--output-dir | ./cadastral-change-output | 输出目录 |
--dry-run | False | 仅验证参数 |
--bbox | None | (reserved) standard flag, has no effect on this skill |
--date-range | None | (reserved) standard flag, has no effect on this skill |
--aoi-file | None | (reserved) standard flag, has no effect on this skill |
This skill does not auto-download cadastral data. Cadastral /
land-parcel datasets are jurisdiction-specific and not available from
open archives. The user must supply two epochs of vector data
(--before and --after).
The --bbox, --date-range, and --aoi-file flags are still
registered (for CLI consistency with the other 49 GeoSkills) but
have no effect on the analysis. Supplying --bbox without
--before/--after raises a clear error.
| File | Description |
|---|---|
parcel_changes.geojson | 变更宗地图层(含变更类型与指标) |
change_ledger.xlsx | 变更台账(Excel 汇总表) |
topology_issues.geojson | 拓扑问题图层(重叠/缝隙) |
field_changes.csv | 属性字段变更记录 |
audit_report.pdf | 审核报告(HTML 格式) |
request.json | 请求参数记录 |
dataset-manifest.json | 数据集清单 |
output-manifest.json | 输出清单 |
qa.json | 质量检查结果 |
run.log | 运行日志 |
| Type | Meaning |
|---|---|
new | 新增宗地(仅后期存在) |
deleted | 删除宗地(仅前期存在) |
expanded | 面积扩大(超阈值) |
reduced | 面积缩小(超阈值) |
unchanged | 未变化(面积在容差内) |
split | 分割(1前期→N后期) |
merge | 合并(N前期→1后期) |
boundary_adjust | 边界调整(面积不变但边界位移) |
| Code | Meaning |
|---|---|
| 0 | 成功 |
| 2 | 参数错误 |
| 3 | 依赖缺失 |
| 6 | 数据校验失败 |
| 7 | 处理失败 |