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---
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layout: post
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title: "March 31, Sensor Standards Committee Meeting Notes"
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modified:
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categories: blog
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excerpt:
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tags: []
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image:
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date: 2016-03-31T20:43:38-05:00
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---
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# March 31, 2016 Sensor Data Standards Committee Meeting
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## Participants
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David LeBauer, Chris Boomsma, Larry Biehl, Ed Delp, Melba Crawford, Solmaz Hajmohammadi
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Charlie Zender, Matt Colgan, Alex Thomasson
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## Agenda
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### Updates on Lemnatec Field Scanner in Arizona
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Sample data from wheat is available
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Sorghum planting scheduled for mid-April
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### Review of initial data sets and products
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Raw data sets available
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- How to access raw data: Globus, Clowder (by request, not yet public - Maloney, John Daniel <malone12@illinois.edu>)
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- Plans for v0 sensor data products
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- Data stream for environmental sensors (including meteorology and downwelling spectra)
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- Sample data set [2016-02-15\_21-20-08\_enviromentlogger.json.txt](https://github.com/terraref/reference-data/files/178402/2016-02-15_21-20-08_enviromentlogger.json.txt) and discussion on [Github issue 26](https://github.com/terraref/reference-data/issues/26):
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- [Draft format specification](https://github.com/terraref/documentation/blob/master/environmental_data.md)
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- Hyperspectral and imagery data - Charlie Zender
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- Ugly workflow [script](https://github.com/terraref/computing-pipeline/tree/master/scripts/hyperspectral/terraref.sh) (convert raw->netCDF, compress, add metadata)
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- [Help screen](https://gist.github.com/czender/39b5249dd92c3b8f471beda7bbc121c5)
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- [Run output](https://gist.github.com/czender/bdd93e4d67aeca8b5c11bd916c655db9#file-terraref-out)
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- Review sample [data](http://dust.ess.uci.edu/tmp/foo.nc) (warning: 134 Mb) and/or [metadata](http://dust.ess.uci.edu/tmp/foo.cdl)
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- People will be most interested in looking at band-specific data so the default script is simplified for this.
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- Lossless compression by Deflate is 20-25% with no loss of data with less than 5 s to decompress. Higher compression will cause longer decompression time
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- Lossy compression is an option (bit rounding), then compressing with lossless compression to get an extra 10% saving per decimal digit
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- Gantry sensors
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- How to correct if velocity is not constant? Also problems with GPS if moving very slowly.
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- All lemnatec GFE cameras are operating independently and data will be combined later (image stitching)
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- Speed of gantry and start time positions known. Timestamp with text file accurate to millisec. Accurate to second when the mirror angle is changing, and the gantry is not moving.
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- Any info on reflectance calibration? What should we do for calibration?
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### Discussion
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- What are the priority use cases to support?
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- (How and where) might you use software components?
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- Are you interested in either contributing data or adopting common standards?
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- Calibration
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- Light
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- Space
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- Time
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### GitHub issues
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- Complete list of [Open Github Issues related to Sensor Data](https://github.com/search?q=org%3Aterraref++label%3A%22sensor+data%22&ref=searchresults&state=open&type=Issues&utf8=%E2%9C%93)
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- Issue 64: [First step of processing and annotating sensor output](https://github.com/terraref/computing-pipeline/issues/64)
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- Issue 14: [Formats for image and other hyperspectral data](https://github.com/terraref/reference-data/issues/14)

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