CIAT-DAPA / UsefulPlants-Indicator

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An indicator of the conservation status of useful wild plants

Project Management and method code for "Comprehensiveness of conservation of useful wild plants: an operational indicator for biodiversity and sustainable development targets"

Khoury CK, Amariles D, Soto JS, Diaz MV, Sotelo S, Sosa CC, Ramírez-Villegas J, Achicanoy HA, Velásquez-Tibatá J, Guarino L, León B, Navarro-Racines C, Castañeda-Álvarez NP, Dempewolf H, Wiersema JH, and Andy Jarvis (2018). Comprehensiveness of conservation of useful wild plants: an operational indicator for biodiversity and sustainable development targets. Ecological Indicators 98: 420-429. doi: 10.1016/j.ecolind.2018.11.016. https://doi.org/10.1016/j.ecolind.2018.11.016

Khoury CK, Amariles D, Soto JS, Diaz MV, Sotelo S, Sosa CC, Ramírez-Villegas J, Achicanoy HA, León B, and JH Wiersema (2018). Data for the calculation of an indicator of the comprehensiveness of conservation of useful wild plants. Data in Brief 22: 90-97. doi: 10.1016/j.dib.2018.11.125. https://doi.org/10.1016/j.dib.2018.11.125

Funding: Research at the International Center for Tropical Agriculture was funded by the Biodiversity Indicators Partnership, an initiative supported by UN Environment, the European Commission and the Swiss Federal Office for the Environment. The funder played no role in study design; in the collection, analysis and interpretation of data; in the writing of the report; or in the decision to submit the article for publication.

Project Website https://ciat.cgiar.org/usefulplants-indicator/.

Functions documentation standard

# Function description
# @param (type) parameter description
# @return (type) result description

File names standard

File structure

src/
├── 0_cleaning/
├── 1_modeling/
│   ├── 1_1_maxent/
|   │   ├── calibration
|   │   ├── run
|   │   └── evaluation
│   └── 1_2_alternatives
|       ├── ca50
|       ├── gdm
|       └── convexhull
├── 2_gap_analysis/
│   ├── ex_situ/
|   │   ├── ca50_g
|   │   ├── srs
|   │   ├── grs
|   │   ├── ers
|   │   └── fcs
│   └── in_situ/
|       ├── grs
|       ├── ers
|       └── fcs
└── 3_indicator/

Git branching

Data files

Folder File Description
WEP WEP.csv World Economic Plants database (USDA ARS GRIN-GLOBAL Taxonomy https://npgsweb.ars-grin.gov/gringlobal/taxon/taxonomysearcheco.aspx)
GBIF gbif.zip GBIF download of Plantae from 1950 to date (https://www.gbif.org/)
GENESYS genesys_zip GENESYS Original occurrence records from genebanks (genebank accession records) https://www.genesys-pgr.org/welcome
CWR cwr.zip Crop Wild Relatives database of Global CWR Project (https://www.cwrdiversity.org/checklist/cwr-occurrences.php)
COUNTRY countryISO.csv Country names, ISO 3166-1 alpha-3 and alpha-2

Modeling variables sources

Variable Name Source
elevation SRTM 90m Digital Elevation Data CGIAR
bioclimatic variables WorldClim Version2 WordlClim
solar radiation WorldClim Version2 WordlClim
wind speed WorldClim Version2 WordlClim
water vapor pressure WorldClim Version2 WordlClim

Modeling parameters

Principal modeling: maxent2

Alternative modeling: CA50

Resolution: 2.5 arc minutes

K=5 mean as final evaluation

Modeling evaluation

AUC mean >= 0.7

SDAUC < 0.15

ASD15 <= 10%

CAUC >= 0.4