gis
Skill83 starsChanged 6 days agoMITView on GitHub
Use when processing geospatial data, publishing map services, querying spatial databases, performing geometry operations, running desktop or cloud-native GIS apps, or building web map applications. Index of 45 skills: GDAL, GeoServer, QGIS, PostGIS, DuckDB Spatial, SpatiaLite, JTS, GeoPandas, Shapely, CesiumJS, OpenLayers, Leaflet, MapServer, QGIS Server, PROJ, PDAL, GeoLibre, GeoNode, WhiteboxTools, Mapbox GL JS, deck.gl and more.
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父级入口： ../SKILL.md — 全仓 120 技能总索引
概述
本分类涵盖 45 个 GIS 开源项目的技能文件，覆盖从底层数据处理到上层地图服务与桌面应用的完整链路：
数据源 → 命令行处理 → 编程分析 → 空间数据库 → 地图服务 → 前端可视化
(GDAL) (GDAL CLI) (JTS/PyQGIS) (PostGIS) (GeoServer) (OpenLayers/Cesium)何时加载此索引？
- 用户问题涉及「地图」「空间数据」「坐标」「GIS」等关键词
- 不确定具体该用 GDAL、QGIS 还是 PostGIS
- 需要了解 GIS 领域有哪些可选开源工具
技能列表
🧰 数据处理与命令行
| 技能 | 简介 | 关键标签 |
| gdal | GDAL 命令行：栅格/矢量处理事实标准 | cli raster vector conversion |
| gdal-api | GDAL/OGR 编程 API（C/C++/Python/.NET） | api python cpp dotnet |
| qgis-process | QGIS 命令行批处理 | cli processing qgis raster |
| geopipe-agent | AI 原生 GIS 数据流水线（YAML 驱动） | agent pipeline yaml qc |
| proj | 坐标转换与投影库（CRS/EPSG，GDAL 底层引擎） | crs reprojection cli epsg |
| grass-gis | 模块化 GIS 栅格/矢量分析套件 | gis raster vector python |
| pdal | 点云数据处理库（LAS/LAZ，点云界 GDAL） | point-cloud lidar pipeline cli |
| opendronemap | 无人机影像摄影测量全流程：正射/DSM/点云/3D Tiles | photogrammetry drone orthophoto webodm |
| stac-cog-titiler | 影像云原生全链路：STAC 编目 + COG 存储 + TiTiler 出图 | raster cloud-native cog stac |
| whitebox-tools | Rust 地形/水文/LiDAR 分析引擎（CLI + Python） | cli hydrology terrain-analysis python |
🗄️ 空间数据库
| 技能 | 简介 | 关键标签 |
| postgis | PostgreSQL 空间数据库扩展 | database sql spatial postgresql |
| duckdb-spatial | DuckDB 空间扩展：列式库做空间 SQL 与 GeoParquet | duckdb sql geoparquet analytics |
| spatialite | SQLite 空间扩展：单文件空间数据库、RTree 索引 | sqlite database spatial sql |
🔧 几何运算库
| 技能 | 简介 | 关键标签 |
| jts | Java Topology Suite 几何引擎 | java geometry spatial |
| geometry-api-java | Esri Geometry API for Java | java esri geometry |
| geometry-api-net | Esri Geometry API for .NET | dotnet esri geometry |
| shapely | Python 几何对象与运算 | python geometry geos wkt |
| geos | C/C++ 几何引擎：PostGIS/QGIS/Shapely 的几何内核 | c cpp geometry overlay |
| geopandas | Python 矢量空间数据处理 | python pandas vector |
🌐 地图服务器
| 技能 | 简介 | 关键标签 |
| geoserver | 开源地图服务器（WMS/WFS/WMTS/WCS） | server wms wfs ogc |
| geoserver-rest-api | GeoServer REST API 自动化管理 | rest automation api http |
| geoserver-cloud | GeoServer 云原生微服务架构 | cloud kubernetes docker |
| mapserver | C 语言 OGC 地图服务引擎（mapfile 驱动） | server wms wfs mapfile |
| qgis-server | QGIS 项目直发 OGC 服务的服务端组件 | server qgis wms fcgi |
🖥️ QGIS 生态
| 技能 | 简介 | 关键标签 |
| pyqgis | QGIS Python 二次开发 | python qgis plugin |
🗺️ Web 地图可视化
| 技能 | 简介 | 关键标签 |
| cesiumjs | 高性能 3D 地球可视化 | javascript 3d webgl |
| openlayers | 高性能 Web 2D 地图库 | javascript 2d web map |
| leaflet | 轻量级移动端 Web 2D 地图库 | javascript web 2d map |
| mapbox-gl-js | WebGL 矢量瓦片地图库（需 access token） | javascript webgl vector-tiles map |
| maplibre-gl-js | 开源矢量瓦片 WebGL 地图（Mapbox GL JS 的 BSD 分支，免 token） | javascript webgl vector-tiles style-spec |
| maplibre-native | C++ 跨平台原生矢量渲染引擎（Android/iOS/桌面/Node） | cpp android ios offline |
| deck-gl | GPU 大规模地理数据可视化框架 | javascript webgl visualization geo |
| kepler-gl | React/Redux 地理数据可视化应用与组件库 | react redux visualization jupyter |
📦 .NET GIS 组件
| 技能 | 简介 | 关键标签 |
| nettopologysuite | JTS 的 .NET 移植 | dotnet geometry |
| sharpmap | .NET WinForms/Web 地图渲染库 | dotnet winforms csharp 2d |
| mapsui | .NET 跨平台地图控件 | dotnet maui csharp map |
| projnet4geoapi | .NET 坐标参考系与投影引擎（NuGet ProjNet 2.x） | dotnet projection coordinate-systems wkt |
| brutile | .NET 瓦片访问库（HTTP 瓦片源 + MBTiles 离线） | dotnet tiles mbtiles tms |
| opengis-daf | 方案驱动 GIS 分析与质检框架（.NET 10 / C# 14） | dotnet spatial-analysis gis csharp |
🧭 桌面与平台应用
| 技能 | 简介 | 关键标签 |
| geolibre | 云原生 GIS 应用：浏览器/桌面/Notebook/MCP 四种形态 | webgis duckdb mcp desktop |
| geonode | 地理空间 CMS：Django + GeoServer + PostGIS 数据门户 | cms django portal metadata |
🧩 综合/工具集
| 技能 | 简介 | 关键标签 |
| opengis-all | 一站式 GIS 全流程索引 | entrypoint workflow fullstack |
| geotools | Java GIS 工具集 | java gis ogc wms |
| opengis-utils-for-java | OpenGIS Java 实用工具集 | java gis geotools jts |
| opengis-utils-for-net | OpenGIS .NET 实用工具集 | dotnet csharp gdal ogr |
快速导航
| 用户需求 | 推荐加载 |
| "Shapefile 转 GeoJSON" | gdal/SKILL.md |
| "Python 空间分析" | geopandas/SKILL.md + shapely/SKILL.md |
| "发布 WMS 地图服务" | geoserver/SKILL.md + geoserver-rest-api/SKILL.md |
| "QGIS 批处理" | qgis-process/SKILL.md |
| "Java 几何运算" | jts/SKILL.md |
| ".NET 地图控件" | mapsui/SKILL.md |
| "PostgreSQL 空间查询" | postgis/SKILL.md |
| "前端 3D 地球" | cesiumjs/SKILL.md |
| "前端 2D 地图" | openlayers/SKILL.md |
| "AI 驱动的 GIS 流水线" | geopipe-agent/SKILL.md |
| "在浏览器/桌面里做 GIS（无服务端）" | geolibre/SKILL.md |
| "用 SQL 直接分析 Shapefile/Parquet" | duckdb-spatial/SKILL.md |
| "嵌入式/单文件空间数据库" | spatialite/SKILL.md |
| "地形/水文/LiDAR 批量分析" | whitebox-tools/SKILL.md |
| "方案驱动的分析/质检流水线" | opengis-daf/SKILL.md |
| "完整 GIS 处理链路" | opengis-all/SKILL.md |
| "开源矢量瓦片 Web 地图" | maplibre-gl-js/SKILL.md |
| "移动端/桌面端原生矢量地图" | maplibre-native/SKILL.md |
| "C/C++ 几何运算与 OverlayNG 鲁棒性" | geos/SKILL.md |
| "无人机影像做正射/点云/3D Tiles" | opendronemap/SKILL.md |
| "影像云原生：STAC + COG + TiTiler" | stac-cog-titiler/SKILL.md |
相关分类
- cad/ — CAD 参数化建模、几何运算、BIM/PCB
- csharp/ — .NET 框架、ORM、Office 操作
- ai/ — LLM 应用、Agent 框架
- 3d/ — 3D 高斯泼溅与 Web 三维可视化
- iot/ — 物联网与嵌入式
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