Contributions
LSA Thread
- 19 Coverages
- NA001 WCS new profile 1
- NA006 WMTS for time-varying layers
- NA007 WMS for NetCDF
- 16 Big Data Tiles
- A017 Big Data Tile Database Implementation
- A076 Contributions to Big Data Database ER
Parallel activity EVO-ODAS
- Coordinated by DLR - German Aerospace Center
- ESA funded project
- Objective to improve the acceptance of online EO data access services and standards and to promote their evolution and diffusion
- Overlapping with Testbed-12 e.g. multidimensional data, security, etc.
- wiki.services.eoportal.org/tiki-index.php?page=EVO-ODAS
NA001 WCS new profile 1
- Extend EO-WCS support for 3D space and 1D time data in EOxServer
EOxServer in brief
- MIT-style license
- Closely following the concepts of WCS & EO-WCS
- Implementing WCS, EO-WCS, WMS, EO-WMS, WCS-T, WPS, OpenSearch, etc.
- Based on Open Source stack including Python, Django, MapServer, GDAL, etc.
- Included on OSGeo Live
- eoxserver.org
- github.com/EOxServer/eoxserver
NA006 WMTS for time-varying layers
- Extend temporal WMTS tile assembly in MapCache - EOX
- Implement logic to avoid requesting empty tiles in MapCache - EOX
- Participate in OGC WMS.SWG - EOX
- Support for communication of empty areas in GeoServer WMS/WMTS - GeoSolutions
- Improved Support for TIME and other dimensions in GeoServer WMS/WMTS - GeoSolutions
MapCache main features
- Multiple Protocols like WMTS, WMS, TMS, etc.
- Multiple cache backends e.g. SQLite, disk, (Geo)TIFF, REST
- Tile Management Features: seeding, recompression, interpolation
- (OGC) Proxy: serve from cache if possible, forward otherwise
- Mixed jpeg + png format
- Reconstruct paletted 1bit PNG from uniform color
- and many more
Time dimension
- Each timestamp corresponds to a limited extent
- Dynamic Mosaic given a requested time interval
- Create Animated GIF from selected tiles
GeoServer in brief
- WMS/WFS/WCS/WPS/CSW implementation
- GUI based configuration/REST service based configuration
- Dimension support in WMS, WMTS, and WCS/EO-WCS (with custom extensions)
- NetCDF-CF support as input for most services
- NetCDF-CF output in WCS 2.0 only
- Pluggable Authentication - basic/digest/cas/j2ee/proxy
- Pluggable Authorization - authorize by area, attribute, whatever filter
- WPS process for asynch extraction of large data extractions
- GeoPackage generation (tiles and vector)
GeoWebCache/GeoServer WMTS dimension support
- Configure GWC to accept "TIME", "ELEVATION" and "DIM_REFENCE_TIME" as valid request params
- Builds a separate tile cache for each combination of values
- Use "disk quota" to avoid disk space usage explosion
- In memory clustered cache for data with very frequent updates
Drill down and discover multiple dimension relationships
- Domains of the dimensions related with each other (e.g., reference_time and time)
- Need a way to find out from the client which values are available by drilling down from one dimension to the other
- Commonly done by exposing the ND mosaic index as a WFS layer, spatial, attribute filtering, paging and sorting available but...
- No direct way to correlate the dimensions exposed in WMS with the index exposed in WFS, we need to amend that
- Also, find more compact ways to list the available values e.g. select distict(dim_att) where dim_att between x and y and ...
Avoid requesting empty tiles - idea 1
- Have a separate binary grid reporting availability
- One tile to report the availability of 256x256 "data" tiles
- Served as a separate WMTS layer with no/custom CRS, and linked to the data layer somehow?
Avoid requesting empty tiles - idea 2
- Return a custom HTTP header indicating an empty tile
- Tiles on lower zoom levels don't need to be requested
NA007
- Add support for WMS extensions of ncWMS in EOxServer e.g. color scales in GetMap requests or GetTimeseries request type - EOX
- Add support to filter WMS Capabilities e.g. XPath in EOxServer - EOX
- Add support for further WMS extensions of ncWMS in EOxServer - EOX
- Enhance NetCDF-CF metadata handling in EOxServer - EOX
- Dynamic ColorMaps Support in GeoServer WMS - GeoSolutions
- Improved GetLegendGraphic in GeoServer WMS - GeoSolutions
- Simplified Harvesting of NetCDF-CF files in GeoServer - GeoSolutions
- Improved GetCapabilities for large number of datasets (possibly using XPath) in GeoServer - GeoSolutions
WMS in EOxServer
- Based on
- Full support of EO-WMS including time dimension, outlines, bands, etc.
- Masking & mosaicing
Dynamic colormaps support in GeoServer
- Collect statistisc from data (e.g. histogram)
- Create a color map on the fly based on the statistics and a named color map type
- Based on GeoServer own SLD extension called "Rendering transformations" (aka "apply me a WPS process on the fly before rendering data")
GetLegendGraphics for dynamic colormaps
- GetLegendGraphics needs to learn about dynamic colormap
- Display the right colormap, display the right values on the side
Easier setup of NetCDF mosaics in GeoServer
- Now requires setting up a XML mapping file describing the structure of the file
- Automatically setup the data leveraging the CF conventions instead
Improve working against large capabilities documents
- Search in very large capabilities documents, lots of layer (XPath?)
- Move out long dimension listings to a separate set of pageable, searchable calls
LSA - Big Data Tiles
- Contributions to & review of Big Data Database ER
- Big Data Tile Database Implementation
- Evaluate PostgreSQL as alternative to SQLite in GeoPackage
- Implement database generation, dump, and restore scripts for PostgreSQL as alternative to SQLite in GeoPackage