Mapping Soil Properties of Africa at 250 m Resolution: Random Forests Significantly Improve Current Predictions (Q35674348)

9 August 2017

Mapping Soil Properties of Africa at 250 m Resolution: Random Forests Significantly Improve Current Predictions (English)

1 reference

9 August 2017

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1

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13 June 2020

Johan Leenaars

4

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13 June 2020

2

Gerard B M Heuvelink

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13 June 2020

Lulseged Tamene Desta

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Lulseged Tamene

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13 June 2020

Jorge Mendes de Jesus

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Jorge Mendes de Jesus

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13 June 2020

3

Bas Kempen

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13 June 2020

5

Markus G Walsh

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13 June 2020

author name string

Keith D Shepherd

6

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13 June 2020

Andrew Sila

7

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13 June 2020

Robert A MacMillan

8

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13 June 2020

Jérôme E Tondoh

11

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13 June 2020

language of work or name

English

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publication date

25 June 2015

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9 August 2017

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13 June 2020

volume

10

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13 June 2020

issue

6

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13 June 2020

page(s)

e0125814

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Creative Commons Attribution 4.0 International

13 June 2020

copyright license

start time

25 June 2015

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April 2022 Public Data File from Crossref

copyright status

copyrighted

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cites work

SoilGrids1km--global soil information based on automated mapping.

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4482144

High-resolution global maps of 21st-century forest cover change

12 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4482144

An introduction to recursive partitioning: rationale, application, and characteristics of classification and regression trees, bagging, and random forests

12 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4482144

Environmental science. Digital soil map of the world

12 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4482144

A comprehensive comparison of random forests and support vector machines for microarray-based cancer classification

12 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4482144

China: Open access to Earth land-cover map.

12 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4482144

Soil spectroscopy: an opportunity to be seized.

25 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4482144

Monitoring the world's agriculture

25 September 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0125814

The shuttle radar topography mission—a new class of digital elevation models acquired by spaceborne radar

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0125814

About regression-kriging: From equations to case studies

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0125814

Global, 30-m resolution continuous fields of tree cover: Landsat-based rescaling of MODIS vegetation continuous fields with lidar-based estimates of error

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0125814

INTAMAP: The design and implementation of an interoperable automated interpolation web service

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0125814

Infrared Spectroscopy—Enabling an Evidence-Based Diagnostic Surveillance Approach to Agricultural and Environmental Management in Developing Countries

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0125814

Estimating soil moisture using remote sensing data: A machine learning approach

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0125814

Equal-area spline functions applied to a legacy soil database to create weighted-means maps of soil organic carbon at a continental scale

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0125814

21 January 2018

Random Forests

1 reference

Astrophysics Data System

15 December 2022

https://ui.adsabs.harvard.edu/abs/2001MachL..45....5B/citations

Identifiers

DOI

10.1371/JOURNAL.PONE.0125814

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https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26110833%20AND%20SRC:MED&resulttype=core&format=json

13 June 2020

0 references

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13 June 2020

1 reference

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