ValparaisoSHP

Simple feature polygon collection with 1 feature and 10 fields

datasets

S3 implementation of the Random Forest MErging Procedure (RF-MEP), which combines two or more satellite-based datasets (e.g., precipitation products, topography) with ground observations to produce a new dataset with improved spatio-temporal distribution of the target field. In particular, this package was developed to merge different Satellite-based Rainfall Estimates (SREs) with measurements from rain gauges, in order to obtain a new precipitation dataset where the time series in the rain gauges are used to correct different types of errors present in the SREs. However, this package might be used to merge other hydrological/environmental satellite fields with point observations. For details, see Baez-Villanueva et al. (2020) <doi:10.1016/j.rse.2019.111606>. Bugs / comments / questions / collaboration of any kind are very welcomed.

Mauricio ZambranoBigiarini

RFmerge

Merging of Satellite Datasets with Ground Observations using
Random Forests

Mauricio Zambrano-Bigiarini 

Oscar M. Baez-Villanueva 

Juan Giraldo-Osorio 

ValparaisoSHP function

<a rd-options="sp" href="/link/SpatialPolygonsDataFrame-class?package=RFmerge&version=0.1-10&to=sp" data-mini-rdoc="sp::SpatialPolygonsDataFrame-class">SpatialPolygonsDataFrame-class</a>.
The fields stored in the <code>@data</code> slot of this object are:
-) <var>NOM_REG</var>: Name of the administrative region 
-) <var>NOM_PROV</var>: Name of the administrative province 
-) <var>COD_COM</var>: ID of the administrative comune 
-) <var>NOM_COM</var>: Name of the administrative comune 
-) <var>COD_REGI</var>: Numeric code of the administrative region 
-) <var>SUPERFICIE</var>: Spatial area within the administrative borders of the region, [km2] 
-) <var>POBLAC02</var>: Probably, it corresponds to the number of inhabitants of the region according to the 2002 census. 
-) <var>POBL2010</var>: Probably, it corresponds to the number of inhabitants of the region according to the 2010 census. 
-) <var>SHAPE_Leng</var>: Total length of the administrative border of the region, [m] 
-) <var>SHAPE_Area</var>: Spatial area within the administrative borders of the region, [m2]

Format

Administrative borders of the Valparaiso Region (Chile) — ValparaisoSHP

<a rd-options='sp' href='SpatialPolygonsDataFrame-class'>SpatialPolygonsDataFrame-class</a>.
The fields stored in the <code>@data</code> slot of this object are:
-) <var>NOM_REG</var>: Name of the administrative region 
-) <var>NOM_PROV</var>: Name of the administrative province 
-) <var>COD_COM</var>: ID of the administrative comune 
-) <var>NOM_COM</var>: Name of the administrative comune 
-) <var>COD_REGI</var>: Numeric code of the administrative region 
-) <var>SUPERFICIE</var>: Spatial area within the administrative borders of the region, [km2] 
-) <var>POBLAC02</var>: Probably, it corresponds to the number of inhabitants of the region according to the 2002 census. 
-) <var>POBL2010</var>: Probably, it corresponds to the number of inhabitants of the region according to the 2010 census. 
-) <var>SHAPE_Leng</var>: Total length of the administrative border of the region, [m] 
-) <var>SHAPE_Area</var>: Spatial area within the administrative borders of the region, [m2]

ValparaisoSHP: Administrative borders of the Valparaiso Region (Chile)

Description

Usage

Arguments

Format

Details