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The soil chemistry lacks labels/titels for the Y and X axis (example below).
A user unfamiliar with MAL wouldn't be able to tell from the graphics what an axis represents; samples, proportion (%), …
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Using Random Forest or Mutual Information for feature importance/variance analysis
file to use: `chemistry_combined_PCA.csv`
location: https://github.com/COMPASS-DOE/cmps-soil_characterization/blo…
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**Please give a brief description of the data**
This univariate time series regression dataset contains soil infrared spectral data and paired soil property reference measurements (wet chemistry) for…
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| | | |
|-----|-----|-----|
|foliage| chemistry done|
|roots| chemistry done|
|branches| | use woody litter by watershed
|wood| |
|bark|- | data not available
|litterfall|??
|loose litter| …
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Hi this is Danny, a PhD student at UCLA working with Prof. Jasper Kok @jfkok. In issue #1604 we proposed to add a new dust emission scheme improving the dust mobilization parameterizations in CLM. Alt…
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- Some `NA`s are not true zero as there are nonexistent categories (e.g., soil chemistry)
- Non-covered points in thematic data affect `NA`s in the covariate data as well
- Values will be replaced w…
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Neon's metadata is structured differently than NMDC and includes quite a few fields that were not mapped to the NMDC schema. Below is a list of all the NEON soil-related slots to potentially discuss a…
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There is an idea by Zach to add more complex canopy chemistry and related processes (e.g., CRFs, soil processes, etc.) to canopy-app by use of python-based surrogate/ML tools to avoid computational sl…
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Air quality/hydrography data support in download/process/calculate suites. As download functions are already in USGS's `nhdplusTools` and `dataRetrieval` packages, I think priority is given to the oth…
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There will be a need to add carbon and nitrogen pools/fluxes in canopy-app in some way. Its possible we need to leverage other models of the ecosystem and biogeochemical models of carbon and nitrroge…