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List of works by Raphael A. Viscarra Rossel

A new detailed map of total phosphorus stocks in Australian soil.

scientific article published on 28 October 2015

Assessing the response of soil carbon in Australia to changing inputs and climate using a consistent modelling framework

scientific article published in 2021

Baseline map of organic carbon in Australian soil to support national carbon accounting and monitoring under climate change.

scientific article

Can the sequestered carbon in agricultural soil be maintained with changes in management, temperature and rainfall? A sensitivity assessment

scholarly article

Current and future assessments of soil erosion by water on the Tibetan Plateau based on RUSLE and CMIP5 climate models.

scientific article published on 18 April 2018

Deep transfer learning of global spectra for local soil carbon monitoring

scientific article published in 2022

Developing the Swiss mid-infrared soil spectral library for local estimation and monitoring

scientific article published in 2021

Distinct controls over the temporal dynamics of soil carbon fractions after land use change

scientific article published on 13 May 2020

Do we really need large spectral libraries for local scale SOC assessment with NIR spectroscopy?

scholarly article by César Guerrero et al published January 2016 in Soil and Tillage Research

Environmental controls of soil fungal abundance and diversity in Australia's diverse ecosystems

scientific article published in 2022

Examining assumptions of soil microbial ecology in the monitoring of ecological restoration

scientific article published on 24 November 2020

GLOBAL-LOCAL: A new approach for local predictions of soil organic carbon content using large soil spectral libraries

scientific article published in 2022

Mapping gamma radiation and its uncertainty from weathering products in a Tasmanian landscape with a proximal sensor and random forest kriging

scholarly article

Microbial dynamics and soil physicochemical properties explain large-scale variations in soil organic carbon

scientific article published on 11 January 2020

Modelling potentially toxic elements in forest soils with vis-NIR spectra and learning algorithms

scientific article published on 06 September 2020

Multi-scale digital soil mapping with deep learning

scientific article published in Scientific Reports

Novel Proximal Sensing for Monitoring Soil Organic C Stocks and Condition.

scientific article

On the interpretability of predictors in spatial data science: the information horizon

scientific article published on 07 October 2020

Quantifying soil carbon in temperate peatlands using a mid-IR soil spectral library

scientific article published in 2021

Quantitative Soil Spectroscopy

Similar importance of edaphic and climatic factors for controlling soil organic carbon stocks of the world

scientific article published in 2021

Soil Analysis Using Visible and Near Infrared Spectroscopy ⬇️

scientific article published on January 1, 2013

Soil organic carbon dust emission: an omitted global source of atmospheric CO2

scientific article published on 29 July 2013

Soil organic carbon prediction by hyperspectral remote sensing and field vis-NIR spectroscopy: An Australian case study

scholarly article

Soil spectroscopy with the Gaussian pyramid scale space

scientific article published in 2022

Spatial point-process statistics: concepts and application to the analysis of lead contamination in urban soil

Spatial uncertainty of the137Cs reference inventory for Australian soil

scholarly article

Spatial uncertainty of137Cs-derived net (1950s–1990) soil redistribution for Australia

scholarly article

Special issue on proximal soil sensing

scholarly article

Special issue ‘Diffuse reflectance spectroscopy in soil science and land resource assessment’

scholarly article by César Guerrero et al published August 2010 in Geoderma

The cost‐effectiveness of reflectance spectroscopy for estimating soil organic carbon

scientific article published on 07 December 2021

The importance of sampling support for explaining change in soil organic carbon

article

The relevant range of scales for multi-scale contextual spatial modelling

scientific article published on 15 October 2019

Using targeted sampling to process multivariate soil sensing data

scholarly article

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