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| 1 | +--- |
| 2 | +layout: post |
| 3 | +title: "March 31, Sensor Standards Committee Meeting Notes" |
| 4 | +modified: |
| 5 | +categories: blog |
| 6 | +excerpt: |
| 7 | +tags: [] |
| 8 | +image: |
| 9 | + feature: |
| 10 | +date: 2016-03-31T20:43:38-05:00 |
| 11 | +--- |
| 12 | + |
| 13 | +# March 31, 2016 Sensor Data Standards Committee Meeting |
| 14 | + |
| 15 | +## Participants |
| 16 | + |
| 17 | +David LeBauer, Chris Boomsma, Larry Biehl, Ed Delp, Melba Crawford, Solmaz Hajmohammadi |
| 18 | + |
| 19 | +Charlie Zender, Matt Colgan, Alex Thomasson |
| 20 | + |
| 21 | +## Agenda |
| 22 | + |
| 23 | +### Updates on Lemnatec Field Scanner in Arizona |
| 24 | + |
| 25 | +Sample data from wheat is available |
| 26 | + |
| 27 | +Sorghum planting scheduled for mid-April |
| 28 | + |
| 29 | +### Review of initial data sets and products |
| 30 | + |
| 31 | +Raw data sets available |
| 32 | + |
| 33 | +- How to access raw data: Globus, Clowder (by request, not yet public - Maloney, John Daniel <malone12@illinois.edu>) |
| 34 | +- Plans for v0 sensor data products |
| 35 | + |
| 36 | +- Data stream for environmental sensors (including meteorology and downwelling spectra) |
| 37 | + - 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): |
| 38 | + - [Draft format specification](https://github.com/terraref/documentation/blob/master/environmental_data.md) |
| 39 | +- Hyperspectral and imagery data - Charlie Zender |
| 40 | + - Ugly workflow [script](https://github.com/terraref/computing-pipeline/tree/master/scripts/hyperspectral/terraref.sh) (convert raw->netCDF, compress, add metadata) |
| 41 | + - [Help screen](https://gist.github.com/czender/39b5249dd92c3b8f471beda7bbc121c5) |
| 42 | + - [Run output](https://gist.github.com/czender/bdd93e4d67aeca8b5c11bd916c655db9#file-terraref-out) |
| 43 | + - 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) |
| 44 | + - People will be most interested in looking at band-specific data so the default script is simplified for this. |
| 45 | + - 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 |
| 46 | + - Lossy compression is an option (bit rounding), then compressing with lossless compression to get an extra 10% saving per decimal digit |
| 47 | +- Gantry sensors |
| 48 | + - How to correct if velocity is not constant? Also problems with GPS if moving very slowly. |
| 49 | + - All lemnatec GFE cameras are operating independently and data will be combined later (image stitching) |
| 50 | + - 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. |
| 51 | + - Any info on reflectance calibration? What should we do for calibration? |
| 52 | + |
| 53 | +### Discussion |
| 54 | + |
| 55 | +- What are the priority use cases to support? |
| 56 | +- (How and where) might you use software components? |
| 57 | +- Are you interested in either contributing data or adopting common standards? |
| 58 | +- Calibration |
| 59 | + - Light |
| 60 | + - Space |
| 61 | + - Time |
| 62 | + |
| 63 | +### GitHub issues |
| 64 | + |
| 65 | +- 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) |
| 66 | +- Issue 64: [First step of processing and annotating sensor output](https://github.com/terraref/computing-pipeline/issues/64) |
| 67 | +- Issue 14: [Formats for image and other hyperspectral data](https://github.com/terraref/reference-data/issues/14) |
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