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地理空間資料和大資料平臺Spark結合能做的事情

Geospatial開發相關的組織、專案和功能:
https://github.com/OSGeo/gdal translator library for raster and vector geospatial data formats

https://github.com/PDAL/PDAL translating and manipulating point cloud data

https://github.com/PointCloudLibrary/pcl  standalone, large scale, open project for 2D/3D image and point cloud processing

https://github.com/locationtech/spatial4j Geospatial Library for Java
https://github.com/OpenGeoscience/geojs (Kitware和Booz Allen Hamilton開發)High-performance visualization and interactive data exploration of scientific and geospatial location aware datasets
https://github.com/OpenGeoscience/geonotebook (Kitware和NASA Ames開發)A Jupyter notebook extension for geospatial visualization and analysis
https://github.com/mapnik/mapnik toolkit for developing mapping applications http://mapnik.org
https://github.com/locationtech/geomesa a suite of tools for working with big geo-spatial data in a distributed fashion.
https://github.com/locationtech/geotrellis (DigitalGlobe和Azavea開發,spark summit上展示過)a Scala library and framework that uses Spark to work with raster data.
https://github.com/locationtech/geowave (NGA、DigitalGlobe和Booz Allen Hamilton開發)provides geospatial and temporal indexing on top of Accumulo and HBase
https://github.com/geoserver/geoserver (GPL lisence) server written in Java that allows users to share and edit geospatial data
https://github.com/harsha2010/magellan (Hortonworks和Databricks的工程師開發, 在Spark summit上展示過)  

功能支援:

基礎庫,Spark上對柵格和向量資料分散式並行處理的工具,地理空間和點雲資料資料的實時查詢,視覺化和互動,釋出

額外的視覺化庫資料:

http://leafletjs.com/ 一般地圖視覺化,有和igraph的介面

http://wandergis.com/leaflet-echarts3/examples/index.html wandergis給出了不同底層地圖的展示效果對比

https://www.mapbox.com/ mapbox:為自動駕駛提供高精度地圖,vr/ar顯示,如Tesla,軟銀投資。 
https://uber.github.io/deck.gl uber: 交通路況視覺化,適合大屏顯示 
https://data.aliyun.com/visual/datav  aliyun大屏實時展示
http://www.infoq.com/cn/news/2017/11/datav-11-11 阿里雲DataV視覺化技術來源、作用和效果對比

http://pixelmap.amcharts.com 線上製作pixel map地圖
https://github.com/ngageoint 國際地理空間情報局
http://echarts.baidu.com/ + https://github.com/ecomfe/echarts 百度普通視覺化,大屏顯示
http://mapv.baidu.com/ 百度地理空間視覺化

https://github.com/pa7/heatmap.js 專門做熱力圖視覺化,包含Leaflet Heatmap Layer Plugin。

3D, webgl視覺化:
https://threejs.org/ 偏3D, webgl,工程用
https://cesiumjs.org/ 偏地圖webgl,3D globe,工程用
https://github.com/AnalyticalGraphicsInc/cesium 和aliyun datav可以對比
http://xplsv.com
http://mrdoob.com

GEOINT協會、雜誌和活動資訊:
http://www.usgif.org + http://trajectorymagazine.com + http://geoint2017.com/