Raphael A. Viscarra Rossel

Raphael A. Viscarra Rossel's AcademicInfluence.com Rankings

Earth Sciences

#2064

World Rank

#2829

Historical Rank

Soil Science

#77

World Rank

#85

Historical Rank

Environmental Science

#241

World Rank

#243

Historical Rank

earth-sciences Degrees

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Earth Sciences

Raphael A. Viscarra Rossel's Degrees

Masters Environmental Science University of Melbourne
Bachelors Environmental Science University of Melbourne

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Raphael A. Viscarra Rossel's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Visible, near infrared, mid infrared or combined diffuse reflectance spectroscopy for simultaneous assessment of various soil properties (2006) (1716)
Visible and near infrared spectroscopy in soil science (2010) (985)
Using data mining to model and interpret soil diffuse reflectance spectra. (2010) (873)
The Performance of Visible, Near-, and Mid-Infrared Reflectance Spectroscopy for Prediction of Soil Physical, Chemical, and Biological Properties (2014) (497)
A global spectral library to characterize the world’s soil (2016) (486)
Soil organic carbon prediction by hyperspectral remote sensing and field vis-NIR spectroscopy: An Australian case study (2008) (471)
In situ measurements of soil colour, mineral composition and clay content by vis–NIR spectroscopy (2009) (384)
Determining the composition of mineral-organic mixes using UV–vis–NIR diffuse reflectance spectroscopy (2006) (375)
Colour space models for soil science (2006) (332)
ParLeS: Software for chemometric analysis of spectroscopic data (2008) (286)
Proximal Soil Sensing: An Effective Approach for Soil Measurements in Space and Time (2011) (246)
Predicting soil properties from the Australian soil visible–near infrared spectroscopic database (2012) (233)
Baseline map of organic carbon in Australian soil to support national carbon accounting and monitoring under climate change (2014) (205)
Spectral soil analysis and inference systems : A powerful combination for solving the soil data crisis (2006) (191)
The Australian three-dimensional soil grid: Australia’s contribution to the GlobalSoilMap project (2015) (178)
Laboratory evaluation of a proximal sensing technique for simultaneous measurement of soil clay and water content (1998) (171)
Soil and landscape grid of Australia. (2015) (163)
Soil chemical analytical accuracy and costs: implications from precision agriculture (1998) (160)
Using a legacy soil sample to develop a mid-IR spectral library (2008) (150)
Multivariate calibration of hyperspectral γ‐ray energy spectra for proximal soil sensing (2007) (143)
Spectral libraries for quantitative analyses of tropical Brazilian soils: Comparing vis–NIR and mid-IR reflectance data (2015) (141)
Development of a national VNIR soil-spectral library for soil classification and prediction of organic matter concentrations (2014) (135)
Accounting for the effects of water and the environment on proximally sensed vis–NIR soil spectra and their calibrations (2015) (131)
Using a digital camera to measure soil organic carbon and iron contents (2008) (130)
Current and future assessments of soil erosion by water on the Tibetan Plateau based on RUSLE and CMIP5 climate models. (2018) (130)
Proximal Soil Sensing (2010) (128)
Multiple observation types reduce uncertainty in Australia's terrestrial carbon and water cycles (2013) (123)
Prediction of soil organic matter using a spatially constrained local partial least squares regression and the Chinese vis–NIR spectral library (2015) (122)
Digitally mapping the information content of visible–near infrared spectra of surficial Australian soils (2011) (119)
Soil sensing: A new paradigm for agriculture (2016) (118)
Robust Modelling of Soil Diffuse Reflectance Spectra by “Bagging-Partial Least Squares Regression” (2007) (105)
Assimilating satellite imagery and visible-near infrared spectroscopy to model and map soil loss by water erosion in Australia (2016) (99)
Fine-resolution multiscale mapping of clay minerals in Australian soils measured with near infrared spectra (2011) (97)
Improved analysis and modelling of soil diffuse reflectance spectra using wavelets (2009) (96)
Mapping iron oxides and the color of Australian soil using visible–near‐infrared reflectance spectra (2010) (92)
Discrimination of Australian soil horizons and classes from their visible–near infrared spectra (2011) (91)
Soil classification using visible/near-infrared diffuse reflectance spectra from multiple depths (2014) (91)
Soil organic carbon and its fractions estimated by visible–near infrared transfer functions (2015) (90)
Do we really need large spectral libraries for local scale SOC assessment with NIR spectroscopy (2016) (84)
Soil legacy data rescue via GlobalSoilMap and other international and national initiatives (2017) (83)
Assessment of soil organic carbon at local scale with spiked NIR calibrations: effects of selection and extra‐weighting on the spiking subset (2014) (79)
Multi-scale digital soil mapping with deep learning (2018) (76)
Continental-scale soil carbon composition and vulnerability modulated by regional environmental controls (2019) (76)
Spatial modelling with Euclidean distance fields and machine learning (2018) (75)
On the soil information content of visible–near infrared reflectance spectra (2011) (72)
Novel Proximal Sensing for Monitoring Soil Organic C Stocks and Condition. (2017) (68)
Environmental sensor networks for vegetation, animal and soil sciences (2010) (66)
The Soil Spectroscopy Group and the Development of a Global Soil Spectral Library (2009) (65)
Diffuse Reflectance Spectroscopy for High-Resolution Soil Sensing (2010) (64)
Prediction of soil attributes using the Chinese soil spectral library and standardized spectra recorded at field conditions (2016) (63)
Baseline estimates of soil organic carbon by proximal sensing : Comparing design-based, model-assisted and model-based inference (2016) (60)
Distance and similarity-search metrics for use with soil vis-NIR spectra (2013) (58)
National digital soil map of organic matter in topsoil and its associated uncertainty in 1980's China (2019) (58)
Diffuse Reflectance Spectroscopy as a Tool for Digital Soil Mapping (2008) (53)
Soil organic carbon dust emission: an omitted global source of atmospheric CO2 (2013) (52)
Regional predictions of soil organic carbon content from spectral reflectance measurements (2009) (52)
Assessment of soil properties in situ using a prototype portable MIR spectrometer in two agricultural fields (2016) (52)
Book Review: Interpreting Diffuse Reflectance and Transmittance—A Theoretical Introduction to Absorption Spectroscopy of Scattering Materials (2007) (51)
Visible–Near Infrared Spectra as a Proxy for Topsoil Texture and Glacial Boundaries (2013) (51)
Proximal spectral sensing in pedological assessments: vis–NIR spectra for soil classification based on weathering and pedogenesis (2018) (51)
Diagnostic Screening of Urban Soil Contaminants Using Diffuse Reflectance Spectroscopy (2009) (50)
A new detailed map of total phosphorus stocks in Australian soil. (2016) (49)
Evaluation of two methods to eliminate the effect of water from soil vis–NIR spectra for predictions of organic carbon (2017) (48)
Development of On-the-Go Proximal Soil Sensor Systems (2010) (47)
Proximal sensing of Cu in soil and lettuce using portable X-ray fluorescence spectrometry (2016) (46)
Improved estimates of organic carbon using proximally sensed vis–NIR spectra corrected by piecewise direct standardization (2015) (46)
How does grinding affect the mid-infrared spectra of soil and their multivariate calibrations to texture and organic carbon? (2015) (45)
Spatio‐Temporal Simulation of the Field‐Scale Evolution of Organic Carbon over the Landscape (2003) (43)
Sensor Fusion for Precision Agriculture (2011) (42)
rs‐local data‐mines information from spectral libraries to improve local calibrations (2017) (42)
Spatial prediction for precision agriculture (1996) (41)
Mapping gamma radiation and its uncertainty from weathering products in a Tasmanian landscape with a proximal sensor and random forest kriging (2014) (41)
Separating scale-specific soil spatial variability: A comparison of multi-resolution analysis and empirical mode decomposition (2013) (40)
Spatial modeling of a soil fertility index using visible-near-infrared spectra and terrain attributes. (2010) (40)
Soil analysis using visible and near infrared spectroscopy. (2013) (37)
X-ray fluorescence and visible near infrared sensor fusion for predicting soil chromium content (2019) (37)
Using targeted sampling to process multivariate soil sensing data (2011) (37)
The likelihood of observing dust-stimulated phytoplankton growth in waters proximal to the Australian continent (2013) (36)
Updating a national soil classification with spectroscopic predictions and digital soil mapping (2018) (36)
Proximal soil sensing of soil texture and organic matter with a prototype portable mid‐infrared spectrometer (2015) (36)
Microbial dynamics and soil physicochemical properties explain large‐scale variations in soil organic carbon (2020) (36)
Sensing of soil bulk density for more accurate carbon accounting (2016) (36)
Quantitative Soil Spectroscopy (2013) (36)
A geostatistical sensor data fusion approach for delineating homogeneous management zones in Precision Agriculture (2018) (34)
Spectroscopic measurements and imaging of soil colour for field scale estimation of soil organic carbon (2020) (34)
Special issue ‘Diffuse reflectance spectroscopy in soil science and land resource assessment’ (2010) (33)
Rapid, quantitative and spatial field measurements of soil pH using an Ion Sensitive Field Effect Transistor (2004) (33)
Distinct controls over the temporal dynamics of soil carbon fractions after land use change (2020) (32)
Multiscale contextual spatial modelling with the Gaussian scale space (2018) (32)
Baseline map of soil organic carbon in Tibet and its uncertainty in the 1980s (2019) (31)
Proximal sensing for soil carbon accounting (2018) (30)
Australian net (1950s–1990) soil organic carbon erosion: implications for CO 2 emission and land–atmosphere modelling (2014) (30)
A response-surface calibration model for rapid and versatile site-specific lime-requirement predictions in south-eastern Australia (2001) (29)
Assessment of the production and economic risks of site‐specific liming using geostatistical uncertainty modelling (2001) (29)
Spectral fusion by Outer Product Analysis (OPA) to improve predictions of soil organic C (2019) (29)
Comparing Spectral Soil Inference Systems and Mid-Infrared Spectroscopic Predictions of Soil Moisture Retention (2008) (27)
Spatial uncertainty of 137Cs‐derived net (1950s–1990) soil redistribution for Australia (2011) (25)
Field measurements of soil pH and lime requirement using an on-the-go soil pH and lime requirement measurement system. (2005) (23)
Spatial uncertainty of the 137Cs reference inventory for Australian soil (2011) (23)
Reflectance spectroscopy: a tool for predicting soil properties related to the incidence of Fe chlorosis (2012) (23)
Modelling potentially toxic elements in forest soils with vis-NIR spectra and learning algorithms. (2020) (22)
Soil bacterial abundance and diversity better explained and predicted with spectro-transfer functions (2019) (20)
Integrating geospatial and multi‐depth laboratory spectral data for mapping soil classes in a geologically complex area in southeastern Brazil (2015) (20)
Precision agriculture: proximal soil sensing (2011) (19)
Automated spectroscopic modelling with optimised convolutional neural networks (2021) (19)
Developing the Australian mid-infrared spectroscopic database using data from the Australian Soil Resource Information System. (2015) (18)
Assessment of two reflectance techniques for the quantification of the within-field spatial variability of soil organic carbon. (2003) (18)
Proximal Soil and Plant Sensing (2018) (18)
Proximal Soil Nutrient Sensing Using Electrochemical Sensors (2010) (18)
The cost‐efficiency and reliability of two methods for soil organic C accounting (2018) (18)
Curvelet transform to study scale-dependent anisotropic soil spatial variation (2014) (18)
Toxicity and bioaccumulation of Cu in an accumulator crop (Lactuca sativa L.) in different Australian agricultural soils (2015) (17)
National-scale spectroscopic assessment of soil organic carbon in forests of the Czech Republic (2021) (17)
The importance of sampling support for explaining change in soil organic carbon (2013) (16)
Examining assumptions of soil microbial ecology in the monitoring of ecological restoration (2020) (15)
Spatial point‐process statistics: concepts and application to the analysis of lead contamination in urban soil (2005) (15)
Soil organic carbon prediction by hyperspectral remote sensing and fi eld vis-NIR spectroscopy : An Australian case study (2008) (15)
On the interpretability of predictors in spatial data science: the information horizon (2020) (14)
Fluctuations in method‐of‐moments variograms caused by clustered sampling and their elimination by declustering and residual maximum likelihood estimation (2013) (14)
Modelling the kinetics of buffer reactions for rapid field predictions of lime requirements (2003) (13)
The cost‐effectiveness of reflectance spectroscopy for estimating soil organic carbon (2021) (13)
Separating Scale-specific Spatial Variability in Two Dimensions Using Bi-Dimensional Empirical Mode Decomposition (2013) (13)
Characterizing scale‐ and location‐specific variation in non‐linear soil systems using the wavelet transform (2013) (13)
Sampling soil organic carbon to detect change over time (2013) (13)
The relevant range of scales for multi-scale contextual spatial modelling (2019) (12)
Soil carbon simulation confounded by different pool initialisation (2019) (10)
Improved global-scale predictions of soil carbon stocks with Millennial Version 2 (2021) (10)
Developing the Swiss mid-infrared soil spectral library for local estimation and monitoring (2021) (10)
Soil and Landscape Grid National Soil Attribute Maps - Soil Depth (3" resolution) - Release 1 (2014) (10)
Interactive effects of elevation and land use on soil bacterial communities in the Tibetan Plateau (2020) (10)
Magnetic Domain State Diagnosis in Soils, Loess, and Marine Sediments From Multiple First‐Order Reversal Curve‐Type Diagrams (2018) (9)
A Two-Factor Empirical Deterministic Response Surface Calibration Model for Site-Specific Predictions of Lime Requirement (2000) (9)
Diffuse reflectance spectroscopy for estimating soil properties: A technology for the 21st century (2022) (8)
Proximal sensing of soil pH and lime requirement by mid infrared diffuse reflectance spectr0scopy (2001) (8)
Bioclimatic variables as important spatial predictors of soil hydraulic properties across Australia's agricultural region (2020) (8)
Teleconnections in spatial modelling (2019) (8)
Development of an on-the-go soil sensing system for determinations of soil pH and lime requirement. (2004) (8)
Wavelet geographically weighted regression for spectroscopic modelling of soil properties (2021) (8)
Modelling soil water retention and water‐holding capacity with visible–near‐infrared spectra and machine learning (2022) (8)
An automated system for rapid in-field soil nutrient testing (2010) (7)
Evaluating the Precision and Accuracy of Proximal Soil vis–NIR Sensors for Estimating Soil Organic Matter and Texture (2021) (7)
Soil environment grouping system based on spectral, climate, and terrain data: a quantitative branch of soil series (2020) (7)
Can the sequestered carbon in agricultural soil be maintained with changes in management, temperature and rainfall? A sensitivity assessment (2016) (7)
Continental soil drivers of ammonium and nitrate in Australia (2018) (6)
Soil and Landscape Grid National Soil Attribute Maps - Available Water Capacity (3" resolution) - Release 1 (2014) (6)
Continental-scale magnetic properties of surficial Australian soils (2020) (6)
Developing the Swiss soil spectral library for local estimation and monitoring (2021) (6)
Novel soil profile sensing to monitor organic C stocks and condition (2017) (5)
Multi-source data fusion of big spatial-temporal data in soil, geo-engineering and environmental studies. (2021) (5)
Calibration of a lime requirement buffer for site-specific lime applications in South-Eastern Australia. (1999) (5)
Using Proximal Soil Sensors for Digital Soil Mapping (2010) (5)
Australian net ( 1950 s-1990 ) soil organic carbon erosion : 1 implications for CO 2 emission and land-atmosphere 2 modelling 3 4 (2014) (4)
A simple approach to estimate coastal soil salinity using digital camera images (2020) (4)
Supplementary material to "Estimating soil fungal abundance and diversity at a macroecological scale with deep learning spectrotransfer functions" (2021) (4)
Scoping review of proximal soil sensors for grain growing (2016) (4)
Predicting extractable soil phosphorus using visible/near-infrared hyperspectral soil reflectance measurements (2013) (4)
Special issue on proximal soil sensing (2013) (4)
The use of proximal soil sensor data fusion and digital soil mapping for precision agriculture (2017) (4)
Mapping the information content of Australian visible-near infrared soil spectra. (2010) (4)
Soil and Landscape Grid National Soil Attribute Maps - Bulk Density - Whole Earth (3" resolution) - Release 1 (2014) (4)
Miniaturised visible and near-infrared spectrometers for assessing soil health indicators in mine site rehabilitation (2022) (3)
Guest Editorial: Near Infrared Spectroscopy for a Better Understanding of Soil (2016) (3)
Environmental controls of soil fungal abundance and diversity in Australia's diverse ecosystems (2022) (3)
Assessing the response of soil carbon in Australia to changing inputs and climate using a consistent modelling framework (2021) (3)
Time to establish a 137Cs-derived net soil redistribution baseline for Australia? (2010) (3)
Geostatistical Modeling and Propagation of Uncertainty : Application to the Management of Agricultural Fields (2002) (3)
Predicting soil carbon by efficiently using variation in a mid-IR soil spectral library (2021) (2)
Development of a Proximal Soil Sensing System for the Continuous Management of Acid Soil (2001) (2)
Soil classification based on spectral and environmental variables (2019) (2)
Simulation of soil carbon dynamics in Australia under a framework that better connects spatially explicit data with Rᴏᴛʜ C (2020) (2)
Dynamic Modelling of Water and Wind Erosion in Australia over the Past Two Decades (2022) (2)
Quantifying soil carbon in temperate peatlands using a mid-IR soil spectral library (2021) (2)
Evaluation of Two Portable Hyperspectral-Sensor-Based Instruments to Predict Key Soil Properties in Canadian Soils (2022) (2)
Total Phosphorus (3" resolution) - Soil and Landscape Grid National Soil Attribute Maps (2014) (2)
Diffuse reflectance spectroscopy characterises the functional chemistry of soil organic carbon in agricultural soils (2022) (1)
A multivariate method for matching soil classification systems, with an Australian example (2020) (1)
Numerical soil classification: A missed, but not a lost, opportunity (2010) (1)
Soil Water Content Estimation Using Visible and Near Infrared Spectroscopy (2014) (1)
New approaches of soil similarity analysis using manifold-based metric learning from proximal vis – NIR sensing data (2011) (1)
Soil and Landscape Grid National Soil Attribute Maps - Total Nitrogen (3" resolution) - Release 1 (2014) (1)
Reflectance spectroscopy: a tool for predicting the risk of iron chlorosis in soils (2012) (1)
Using Wavelets to Analyse Proximally Sensed Vis–NIR Soil Spectra (2010) (1)
Applications of proximal sensing to soil science (2014) (0)
Particulate and mineral-associated organic carbon turnover revealed by modelling their long-term dynamics (2022) (0)
Soil spectroscopy with the Gaussian pyramid scale space (2022) (0)
Assessment of the Effect of Soil Sample Preparation, Water Content and Excitation Time on Proximal X-ray Fluorescence Sensing (2022) (0)
Reply on RC2 (2021) (0)
Reply on RC1 (2021) (0)
Soil carbon simulation confounded by different pool initialisation (2019) (0)
Response to referee #1 (2020) (0)
GLOBAL-LOCAL: A new approach for local predictions of soil organic carbon content using large soil spectral libraries (2022) (0)
Supplementary material to "Simulation of soil carbon dynamics in Australia under a framework that better connects spatially explicit data with Rᴏᴛʜ C" (2020) (0)
Multi-scale digital soil mapping with deep learning (2018) (0)
Selected papers from the Third Global Workshop on Proximal Soil Sensing 2013 (2015) (0)
Foreword to ‘Soil & Landscape Grid of Australia’ (2015) (0)
Practicality of using Proximal Soil Sensing in Agriculture and Natural Resources Management (2014) (0)
National spectral data and learning algorithms for potentially toxic elements modelling in forest soil horizons (2020) (0)
Soil organic carbon dust emission : an omitted global source of atmospheric CO 2 ADR (2013) (0)
Characterizing Soil Organic Carbon Content in Forests at National Scale using Reflectance Spectroscopy (2020) (0)
2 Sensor Fusion for Precision Agriculture (2011) (0)
Water Tools for Proximal Soil Sensing (2017) (0)
Foreword: Australian Soil and Landscape Grid (2015) (0)
Applications of proximal sensing to soil science (2014) (0)
Accurate predictions of soil lime requirement in the Armorican Massif (France) (2002) (0)
Proximal soil spectroscopy (2011) (0)
Estimation of Soil Organic Carbon using Colour Features Derived from Digital Camera (2019) (0)
Multiple Observation Types Jointly Constrain Australian Terrestrial Carbon and Water Cycles (2013) (0)
Do we really need large spectral libraries for the assessment of soil organic carbon at local scale? (2014) (0)
Global predictions of soil carbon by mid infrared spectroscopy (2011) (0)
National-Scale Forest Soil Carbon Characterizing Using Reflectance Spectroscopy (2020) (0)
Australia's Globalsoilmap - The System and its Components (2014) (0)
Removing the Effects of Environmental Factors from Proximally Sensed Vis-Nir Spectra (2014) (0)
Quantitative Soil Spectroscopy [editorial] (2013) (0)
Projecting long-term soil organic dynamics in Australia's rangelands (2021) (0)
Bioregional simulation of carbon sequestration with Roth C (2019) (0)
Automated spectroscopic modelling with optimised convolutional neural networks (2021) (0)
Response to referee#2 (2020) (0)
Simulation of soil carbon dynamics in Australia with {\sc Roth C} (2021) (0)
Continental drivers of ammonium and nitrate in Australian soil under different land uses (2018) (0)

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Raphael A. Viscarra Rossel's Academic­Influence.com Rankings

Raphael A. Viscarra Rossel's Degrees

Why Is Raphael A. Viscarra Rossel Influential?

Raphael A. Viscarra Rossel's Published Works

Published Works

What Schools Are Affiliated With Raphael A. Viscarra Rossel?

Raphael A. Viscarra Rossel's AcademicInfluence.com Rankings