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

PloS one, 2015-06, Vol.10 (6), p.e0125814-e0125814

2015

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Soil nutrient maps of Sub-Saharan Africa: assessment of soil nutrient content at 250 m spatial resolution using machine learning

Nutrient cycling in agroecosystems, 2017-09, Vol.109 (1), p.77-102

2017

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Changes in organic carbon to clay ratios in different soils and land uses in England and Wales over time

Scientific reports, 2022-03, Vol.12 (1), p.5162-5162, Article 5162

2022

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iSDAsoil: The first continent-scale soil property map at 30 m resolution provides a soil information revolution for Africa

PLoS biology, 2021-11, Vol.19 (11), p.e3001441-e3001441

2021

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Evidence-based investment selection: Prioritizing agricultural development investments under climatic and socio-political risk using Bayesian networks

PloS one, 2020-06, Vol.15 (6), p.e0234213

2020

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Spatial approach for diagnosis of yield-limiting nutrients in smallholder agroecosystem landscape using population-based farm survey data

PloS one, 2022-02, Vol.17 (2), p.e0262754-e0262754

2022

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Development of Reflectance Spectral Libraries for Characterization of Soil Properties

Soil Science Society of America journal, 2002-05, Vol.66 (3), p.988-998

2002

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Portable X-ray fluorescence (pXRF) calibration for analysis of nutrient concentrations and trace element contaminants in fertilisers

PloS one, 2022-01, Vol.17 (1), p.e0262460-e0262460

2022

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Comprehensive nutrient analysis in agricultural organic amendments through non-destructive assays using machine learning

PloS one, 2020-12, Vol.15 (12), p.e0242821-e0242821

2020

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Plant elemental composition and portable X-ray fluorescence (pXRF) spectroscopy: quantification under different analytical parameters

X-ray spectrometry, 2016-03, Vol.45 (2), p.117-124

2016

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Pre-treatment of soil X-ray powder diffraction data for cluster analysis

Geoderma, 2019-03, Vol.337, p.413-424

2019

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Quantification of total element concentrations in soils using total X-ray fluorescence spectroscopy (TXRF)

The Science of the total environment, 2013-10, Vol.463-464, p.374-388

2013

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What is a good level of soil organic matter? An index based on organic carbon to clay ratio

European journal of soil science, 2021-11, Vol.72 (6), p.2493-2503

2021

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First Total Reflection X-Ray Fluorescence round-robin test of water samples: Preliminary results

Spectrochimica acta. Part B: Atomic spectroscopy, 2014-11, Vol.101, p.6-14

2014

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Organic matter stabilization in soil aggregates: Understanding the biogeochemical mechanisms that determine the fate of carbon inputs in soils

Geoderma, 2011-03, Vol.161 (3), p.182-193

2011

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African soil properties and nutrients mapped at 30 m spatial resolution using two-scale ensemble machine learning

Scientific reports, 2021-03, Vol.11 (1), p.6130-6130, Article 6130

2021

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Empirical reformulation of the universal soil loss equation for erosion risk assessment in a tropical watershed

Geoderma, 2005-02, Vol.124 (3), p.235-252

2005

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Fertilizer response and nitrogen use efficiency in African smallholder maize farms

Nutrient cycling in agroecosystems, 2019-01, Vol.113 (1), p.1-19

2019

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Near-infrared, mid-infrared or combined diffuse reflectance spectroscopy for assessing soil fertility in rice fields in sub-Saharan Africa

Geoderma, 2019-11, Vol.354, p.113840, Article 113840

2019

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Evaluating the utility of mid-infrared spectral subspaces for predicting soil properties

Chemometrics and intelligent laboratory systems, 2016-04, Vol.153, p.92-105

2016

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Mineral–nutrient relationships in African soils assessed using cluster analysis of X-ray powder diffraction patterns and compositional methods

Geoderma, 2020-10, Vol.375, p.114474-114474, Article 114474

2020

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Prediction of Soil Fertility Properties from a Globally Distributed Soil Mid‐Infrared Spectral Library

Soil Science Society of America journal, 2010-09, Vol.74 (5), p.1792-1799

2010

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Accounting for analytical and proximal soil sensing errors in digital soil mapping

European journal of soil science, 2022-03, Vol.73 (2), p.n/a

2022

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Land health surveillance and response: A framework for evidence-informed land management

Agricultural systems, 2015-01, Vol.132, p.93-106

2015

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Fresh groundwater for Wajir—ex-ante assessment of uncertain benefits for multiple stakeholders in a water supply project in Northern Kenya

Frontiers in environmental science, 2015-03, Vol.3

2015

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

Soil nutrient maps of Sub-Saharan Africa: assessment of soil nutrient content at 250 m spatial resolution using machine learning

Changes in organic carbon to clay ratios in different soils and land uses in England and Wales over time

iSDAsoil: The first continent-scale soil property map at 30 m resolution provides a soil information revolution for Africa

Evidence-based investment selection: Prioritizing agricultural development investments under climatic and socio-political risk using Bayesian networks

Spatial approach for diagnosis of yield-limiting nutrients in smallholder agroecosystem landscape using population-based farm survey data

Development of Reflectance Spectral Libraries for Characterization of Soil Properties

Portable X-ray fluorescence (pXRF) calibration for analysis of nutrient concentrations and trace element contaminants in fertilisers

Comprehensive nutrient analysis in agricultural organic amendments through non-destructive assays using machine learning

Plant elemental composition and portable X-ray fluorescence (pXRF) spectroscopy: quantification under different analytical parameters

Pre-treatment of soil X-ray powder diffraction data for cluster analysis

Quantification of total element concentrations in soils using total X-ray fluorescence spectroscopy (TXRF)

What is a good level of soil organic matter? An index based on organic carbon to clay ratio

First Total Reflection X-Ray Fluorescence round-robin test of water samples: Preliminary results

Organic matter stabilization in soil aggregates: Understanding the biogeochemical mechanisms that determine the fate of carbon inputs in soils

African soil properties and nutrients mapped at 30 m spatial resolution using two-scale ensemble machine learning

Empirical reformulation of the universal soil loss equation for erosion risk assessment in a tropical watershed

Fertilizer response and nitrogen use efficiency in African smallholder maize farms

Near-infrared, mid-infrared or combined diffuse reflectance spectroscopy for assessing soil fertility in rice fields in sub-Saharan Africa

Evaluating the utility of mid-infrared spectral subspaces for predicting soil properties

Mineral–nutrient relationships in African soils assessed using cluster analysis of X-ray powder diffraction patterns and compositional methods

Prediction of Soil Fertility Properties from a Globally Distributed Soil Mid‐Infrared Spectral Library

Accounting for analytical and proximal soil sensing errors in digital soil mapping

Land health surveillance and response: A framework for evidence-informed land management

Fresh groundwater for Wajir—ex-ante assessment of uncertain benefits for multiple stakeholders in a water supply project in Northern Kenya

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