Datasets

This issue page is meant for contributing new datasets and documenting existing datasets, for the bibtex information, please visit https://clima.github.io/GriddingMachine.jl/stable/API/#Collector.

Change logs
1. Add uncertainty (filled with NaN)
2. Make the map to global scale (fill with NaN)
3. Reformatted from GeoTIFF or binary to NetCDF
4. Latitude and Longitude re-oriented to from South to North and from West to East
5. Data scaling removed (from log(x), exp(x), or kx+b to x)
6. Data regridded to coarser resolution by averaging all data falling into the new grid
7. Unit standardization
8. Reorder the dimensions to (lon, lat, ind)
9. Unrealistic values to NaN

The datasets that are not supposed to be updated:

| Dataset type | LABEL | EXTRALABEL | IX | JT | YEAR | VK | Reference | Change logs |
|:--|:--|:--|:--|:--|:--|:--|:--|:--|
| Biomass | BIOMASS | ROOT | 120X | 1Y | - | V1 | [Huang et al. (2021)](https://doi.org/10.5194/essd-13-4263-2021) | 1,2 |
| | BIOMASS | SHOOT | 120X | 1Y | - | V2 | [Santoro et al. (2021)](https://doi.org/10.5194/essd-13-3927-2021) | 1,2 |
| Canopy height | CH | - | 20X | 1Y | - | V1 | [Simrad et al. (2021)](https://doi.org/10.1029/2011JG001708) | 1 |
| | CH | - | 2X | 2Y | - | V2 | [Boonman et al. (2020)](https://doi.org/10.1111/geb.13086) | 1,3,4,5 |
| Clumping Index | CI | - | 240X | 1Y | - | V1 | [He et al. (2012)](https://doi.org/10.1016/j.rse.2011.12.008) | 1,3,4 |
| | CI | - | 2X | 1Y | - | V1 | [He et al. (2012)](https://doi.org/10.1016/j.rse.2011.12.008) | 1,3,4,6 |
| | CI | - | 2X | 1Y | - | V2 | [Braghiere et al. (2019)](https://doi.org/10.1029/2018GB006135) | 1 |
| | CI | - | 20X | 1M | - | V3 | [Wei et al. (2019)](https://doi.org/10.1016/j.rse.2019.111296) | 1,3,4 |
| | CI | - | 2X | 1M | - | V3 | [Wei et al. (2019)](https://doi.org/10.1016/j.rse.2019.111296) | 1,3,4,6 |
| Elevation | ELEV | - | 4X | 1Y | - | V1 | [Yamazaki et al. (2017)](https://doi.org/10.1002/2017GL072874) | 1,4 |
| Land mask | LM | - | 4X | 1Y | - | V1 | ERA5 | 1 |
| Leaf nitrogen content | LNC | - | 2X | 1Y | - | V1 | [Butler et al. (2017)](https://doi.org/10.1073/pnas.1708984114) | |
| | LNC | - | 2X | 1Y | - | V2 | [Boonman et al. (2020)](https://doi.org/10.1111/geb.13086) | 1,3,4,5 |
| Leaf phosphorus content | LPC | - | 2X | 1Y | - | V1 | [Butler et al. (2017)](https://doi.org/10.1073/pnas.1708984114) | |
| Plant functional type | PFT | - | 2X | 1Y | - | V1 | [Lawrence and Chase (2007)](https://doi.org/10.1029/2006JG000168) | 1,4,7 |
| Solar induced luminescence | SIL | - | 20X | 1Y | - | V1 | [Köhler et al. (2021)](https://doi.org/10.1029/2021GL095227) | 1,3,4 |
| Specific leaf area | SLA | - | 2X | 1Y | - | V1 | [Butler et al. (2017)](https://doi.org/10.1073/pnas.1708984114) | |
| | SLA | - | 2X | 1Y | - | V2 | [Boonman et al. (2020)](https://doi.org/10.1111/geb.13086) | 1,3,4,5 |
| Soil color | SC | - | 2X | 1Y | - | V1 | [Lawrence and Chase (2007)](https://doi.org/10.1029/2006JG000168) | 1,4,6 |
| Soil hydraulic parameters | SOIL | SWCR | 12X | 1Y | - | V1 | [Dai et al. (2019)](https://doi.org/10.1029/2019MS001784) | 1,3,6 |
| | SOIL | SWCR | 120X | 1Y | - | V1 | [Dai et al. (2019)](https://doi.org/10.1029/2019MS001784) | 1,3 |
| | SOIL | SWCS | 12X | 1Y | - | V1 | [Dai et al. (2019)](https://doi.org/10.1029/2019MS001784) | 1,3,6 |
| | SOIL | SWCS | 120X | 1Y | - | V1 | [Dai et al. (2019)](https://doi.org/10.1029/2019MS001784) | 1,3 |
| | SOIL | VGA | 12X | 1Y | - | V1 | [Dai et al. (2019)](https://doi.org/10.1029/2019MS001784) | 1,3,6 |
| | SOIL | VGA | 120X | 1Y | - | V1 | [Dai et al. (2019)](https://doi.org/10.1029/2019MS001784) | 1,3 |
| | SOIL | VGN | 12X | 1Y | - | V1 | [Dai et al. (2019)](https://doi.org/10.1029/2019MS001784) | 1,3,5,6 |
| | SOIL | VGN | 120X | 1Y | - | V1 | [Dai et al. (2019)](https://doi.org/10.1029/2019MS001784) | 1,3,5 |
| | SOIL | KSAT | 100X | 1Y | - | V2 | [Gupta et al. (2021)](https://doi.org/10.1029/2020MS002242) | 1,2,3,4,5 |
| Surface area | SA | - | 1X | 1Y | - | V1 | [Lawrence and Chase (2007)](https://doi.org/10.1029/2006JG000168) | 1,4,6 |
| | SA | - | 2X | 1Y | - | V1 | [Lawrence and Chase (2007)](https://doi.org/10.1029/2006JG000168) | 1,4 |
| Tree density | TD | - | 2X | 1Y | - | V1 | [Crowther et al. (2017)](https://doi.org/10.1038/nature14967) | 1,3,4,6 |
| | TD | - | 120X | 1Y | - | V1 | [Crowther et al. (2017)](https://doi.org/10.1038/nature14967) | 1,3,4 |
| Maximum carboxylation rate | VCMAX | - | 2X | 1Y | - | V1 | [Smith et al. (2019)](https://doi.org/10.1111/ele.13210) | 1,2,4 |
| | VCMAX | - | 2X | 1Y | - | V2 | [Luo et al. (2019)](https://doi.org/10.1038/s41467-021-25163-9) | 1,8 |
| Wood density | WD | - | 2X | 1Y | - | V1 | [Boonman et al. (2020)](https://doi.org/10.1111/geb.13086) | 1,3,4,7 |
| | | | | | | | | |

Start with the Collector API linked in the issue and review the listed dataset types and change-log requirements. Determine which dataset is being contributed, then verify that its metadata, references, grid orientation, units, dimensions, missing values, and documented transformations satisfy the applicable entries before considering the work complete.

Written by the indexing model from the issue text.