Data · dataset · 2016
Soil properties mapping using high resolution remote sensing data in south-western Burkina Faso
Listed in DataCite
Six soil properties- sand, silt, clay, cation exchange capacity, soil organic carbon, nitrogen- have been predicted using remote sensing data in the Dano Catchment (West Africa, Burkina Faso).
Description
The predictors topographical and sprectral (Landsat and RapidEye) data. These data are in support of the article entitled: "High resolution mapping of soil properties using remote sensing variables in south-western Burkina Faso: a comparison of machine learning and multiple linear regression models".
The uploaded datasets include the following: (1) The dataset used for the present manuscript as well as the R code (2) The maps related to the topographical and climatic variables (3) The maps related to Landsat variables (4) the shapefile containing all data points for each soil property.
Links
Where it is published
- Repository landing page figshare.com/articles/dataset/Soil_properties_mapping_using_high_resolution… ↗
landing page · from DataCite
- Repository landing page figshare.com/articles/dataset/Soil_properties_mapping_using_high_resolution… ↗
landing page · from DataCite
- DOI doi.org/10.6084/m9.figshare.4285169 ↗
DOI / persistent id · from DataCite
- DOI doi.org/10.6084/m9.figshare.4285169.v6 ↗
DOI / persistent id · from DataCite
Documentation and papers
Catalogue records · 4
- DataCite API api.datacite.org/dois/10.6084/m9.figshare.4285169.v6 ↗
metadata API · from DataCite
- DataCite API api.datacite.org/dois/10.6084/m9.figshare.4285169 ↗
metadata API · from DataCite
- DataCite Commons commons.datacite.org/doi.org/10.6084/m9.figshare.4285169.v6 ↗
catalogue entry · from DataCite
- DataCite Commons commons.datacite.org/doi.org/10.6084/m9.figshare.4285169 ↗
catalogue entry · from DataCite
Topics
- Stated by source
- Agriculture, forestry, and fisheries · Agriculture, forestry, and fisheries
- Inferred from text
- Crop and pasture production 71% · Satellite remote sensing 65%
Related
- Inverse of has versionSoil properties mapping using high resolution remote sensing data in south-western Burkina Faso
- Inverse of has versionSoil properties mapping using high resolution remote sensing data in south-western Burkina Faso
- Inverse of has versionSoil properties mapping using high resolution remote sensing data in south-western Burkina Faso
- Inverse of has versionSoil properties mapping using high resolution remote sensing data in south-western Burkina Faso
- Inverse of has versionSoil properties mapping using high resolution remote sensing data in south-western Burkina Faso
Provenance · 2 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| DataCite | 10.6084/m9.figshare.4285169 | 15 d ago | JSON v1 |
| DataCite | 10.6084/m9.figshare.4285169.v6 | 15 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · DataCite | connector:datacite@1.0.0 | /data/attributes/rightsList |
| byte_size | source · DataCite | connector:datacite@1.0.0 | |
| concepts[field].anzsrc:group:3004 | enrichment · DataCite | taxonomy-embedding@1.1.0 | title+keywords+description (71%) |
| concepts[field].fos:agriculture-forestry-and-fisheries | source · DataCite | connector:datacite@1.0.0 | |
| concepts[field].fos:agriculture-forestry-and-fisheries | source · DataCite | connector:datacite@1.0.0 | |
| concepts[modality].local:modality:remote-sensing | enrichment · DataCite | keyword-concept-rules@1.0.0 | title+description (65%) |
| created_date | source · DataCite | connector:datacite@1.0.0 | |
| description | source · DataCite | connector:datacite@1.0.0 | /data/attributes/descriptions |
| license | source · DataCite | connector:datacite@1.0.0 | /data/attributes/rightsList |
| publication_date | source · DataCite | connector:datacite@1.0.0 | /data/attributes/dates |
| title | source · DataCite | connector:datacite@1.0.0 | /data/attributes/titles/0/title |
| updated_date | source · DataCite | connector:datacite@1.0.0 |