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Maps of Australian soil composition measured with visible-near infrared spectra

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About this Collection

Maps of Australian soil composition measured with visible-near infrared spectra


We measured the spectra of 4606 surface soil samples from across Australia using a vis-NIR spectrometer. These spectra provide an integrative measure that provides information on the fundamental characteristics and composition of the soil, including colour, iron oxide, clay and carbonate mineralogy, organic matter content and composition, the amoun... more


Soil Sciences not elsewhere classified


https://doi.org/10.4225/08/55DFFCA48F284


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CSIROEnquiries@csiro.au
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TERN_Soils TERN_Soils_DSM Soil visible-near infrared spectra Digital soil mapping Soil mapping Principal components analysis Predictive modelling Soil-landscape modelling


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Viscarra Rossel, R. A. & Chen C. (2011). Digitally mapping the information content of visible-near infrared spectra of surficial Australian soils. Remote Sensing of Environment, 115(6), 1443-1455, doi:10.1016/j.rse.2011.02.004

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Browse all Soil and Landscape Grid of Australia collections

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Browse all Soil and Landscape Grid of Australia Digital Soil Property Maps


This project was conducted with funding from the Australian Collaborative Land Evaluation Program (ACLEP).


Creative Commons Attribution 3.0 Unported Licence


CSIRO (Australia)


Viscarra Rossel, Raphael; Chen, Charlie (2014): Maps of Australian soil composition measured with visible-near infrared spectra. v1. CSIRO. Data Collection. https://doi.org/10.4225/08/55DFFCA48F284


All Rights (including copyright) CSIRO Australia 2014.


The metadata and files (if any) are available to the public.

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Location Details

9°58′52.5″ S


44°0′4.5″ S


154°0′58.5″ E


112°59′55.5″ E


GDA94


More about this Collection

Raphael Viscarra Rossel


Principal Research Scientist





Grid




eng


UTF8


Geoscientific Information


About this Project

CLSD DAFF ACLEP DSM Activity 2


This project was conducted with funding from the Australian Collaborative Land Evaluation Program (ACLEP). The soil iron oxide and colour maps are modelled geostatistically from soil visible-near infrared spectra. These maps provide a consistent base upon which a broad range of analyses can be conducted. This provides essential information, not pre... more


Raphael Viscarra Rossel


ACLEP digital soil mapping


Digital soil mapping.


Modelling


Raphael Viscarra Rossel


Charlie Chen


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