Description Usage Format Author(s) References Examples
A merge of the Africa Soil Profiles Database (AFSP) with 17,000+ geo-referenced legacy soil profile records, and AfSIS Sentinel Site database with 9000+ sampling locations.
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The afsp
data set contains two data frames — sites
and horizons
. Sites table contains the following columns:
SOURCEID
factor; unique label to help a user identify a particular site (ProfileID
in the AFSP)
SOURCEDB
factor; source data base
LONWGS84
numeric; longitude in decimal degrees on the WGS84 datum (X_LonDD
in the AFSP)
LATWGS84
numeric; latitude in decimal degrees on the WGS84 datum (Y_LatDD
in the AFSP)
TIMESTRR
character; the date on which this particular soil was described or sampled (T_Year
in the AFSP)
TAXGWRB
factor; abbreviated soil group based on the WRB classification system (WRB06rg
in the AFSP)
TAXNUSDA
factor; Keys to Soil Taxonomy taxon name e.g. "Plinthic Udoxic Dystropept"
(USDA
in the AFSP)
BDRICM
numeric; depth to bedrock in cm
DRAINFAO
factor; drainage class based on the FAO guidelines for soil description: E
(excessively drained), S
(somewhat excessively drained), W
(well drained), M
(moderately well drained), I
(somewhat poorly drained) and V
(very poorly drained)
Horizons table contains the following columns:
SOURCEID
factor; a short label to help a user identify a particular site
UHDICM
numeric; upper horizon depth from the surface in cm
LHDICM
numeric; lower horizon depth from the surface in cm
MCOMNS
factor; Munsell color moist
ORCDRC
numeric; soil organic carbon content in permilles
PHIHOX
numeric; pH index measured in water solution
SNDPPT
numeric; weight percentage of the sand particles (0.05–2 mm)
SLTPPT
numeric; weight percentage of the silt particles (0.0002–0.05 mm)
CLYPPT
numeric; weight percentage of the clay particles (<0.0002 mm)
CRFVOL
numeric; volume percentage of coarse fragments (> 2 mm)
BLD
numeric;bulk density in tonnes per cubic-meter
CEC
numeric; Cation exchange capacity (fine earth fraction) in cmolc/kg
NTO
numeric; total N content in permille or g/kg
EMGX
numeric; exchangable Mg in cmolc/kg
The Africa Soil Profiles Database have been prepared by Johan Leenaars <johan.leenaars@wur.nl>. This is a subset of the original database that can be downloaded via http://africasoils.net. The AfSIS Sentinel Site database is one of the main deliverables of the Africa Soil Information Service project.
Hengl, T., Heuvelink, G.B., Kempen, B., Leenaars, J.G., Walsh, M.G., Shepherd, K.D., Sila, A., MacMillan, R.A., de Jesus, J.M., Tamene, L. and Tondoh, J.E., (2015) Mapping soil properties of Africa at 250 m resolution: Random forests significantly improve current predictions. PloS one, 10(6), p.e0125814.
Leenaars, J.G.B. (2014) Africa Soil Profiles Database, Version 1.2. A compilation of geo-referenced and standardized legacy soil profile data for Sub Saharan Africa (with dataset). ISRIC report 2012/03. Africa Soil Information Service (AfSIS) project and ISRIC — World Soil Information, Wageningen, the Netherlands.
Africa Soil Information Service (http://africasoils.net)
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 | ## Not run:
library(rgdal)
library(aqp)
library(sp)
data(afsp)
sites <- afsp$sites
coordinates(sites) <- ~ LONWGS84 + LATWGS84
proj4string(sites) <- "+proj=longlat +datum=WGS84"
## obtain country borders:
library(maps)
country.m = map('world', plot=FALSE, fill=TRUE)
IDs <- sapply(strsplit(country.m$names, ":"), function(x) x[1])
require(maptools)
country <- as(map2SpatialPolygons(country.m, IDs=IDs), "SpatialLines")
proj4string(country) = "+proj=longlat +datum=WGS84"
## overlay and plot points and maps:
plot(country, col="darkgrey", xlim=c(-25.3,57.8), ylim=c(-34.8, 37.4))
points(sites, pch=21, bg="white", cex=.6, col="black")
## End(Not run)
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