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Precision Agriculture for Sustainability and Environmental Protection

1, 2013

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Gaussian process regression for three-dimensional soil mapping over multiple spatial supports

Geoderma, 2024-06, Vol.446, p.116899, Article 116899

2024

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Assessment of the Effect of Soil Sample Preparation, Water Content and Excitation Time on Proximal X-ray Fluorescence Sensing

Sensors (Basel, Switzerland), 2022-06, Vol.22 (12), p.4572

2022

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Machine Learning Optimised Hyperspectral Remote Sensing Retrieves Cotton Nitrogen Status

Remote sensing (Basel, Switzerland), 2021-04, Vol.13 (8), p.1428

2021

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Patterns of Urban Sprawl and Agricultural Land Loss in Sub-Saharan Africa: The Cases of the Ugandan Cities of Kampala and Mbarara

Land (Basel), 2024-07, Vol.13 (7), p.1056

2024

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Assessing the spatio-temporal variability of vegetation productivity in Africa: quantifying the relative roles of climate variability and human activities

International journal of digital earth, 2017-09, Vol.10 (9), p.879-900

2017

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Evaluation of Spatial Variability of Soil Arsenic Adjacent to a Disused Cattle-Dip Site, Using Model-Based Geostatistics

Environmental science & technology, 2011-12, Vol.45 (24), p.10463-10470

2011

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Assessing the Sensitivity of Site-Specific Lime and Gypsum Recommendations to Soil Sampling Techniques and Spatial Density of Data Collection in Australian Agriculture: A Pedometric Approach

Agronomy (Basel), 2020-10, Vol.10 (11), p.1676

2020

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Mapping of Cotton Fields Within-Season Using Phenology-Based Metrics Derived from a Time Series of Landsat Imagery

Remote sensing (Basel, Switzerland), 2020-09, Vol.12 (18), p.3038

2020

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Potential of integrated field spectroscopy and spatial analysis for enhanced assessment of soil contamination: A prospective review

Geoderma, 2015-03, Vol.241-242, p.180-209

2015

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Using SWAP to quantify space and time related uncertainty in deep drainage model estimates: A case study from northern NSW, Australia

Agricultural water management, 2013-12, Vol.130, p.142-153

2013

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Space-time modelling of groundwater level and salinity

The Science of the total environment, 2021-07, Vol.776, p.145865-145865, Article 145865

2021

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An approach to forecast grain crop yield using multi-layered, multi-farm data sets and machine learning

Precision agriculture, 2019-10, Vol.20 (5), p.1015-1029

2019

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Digital Mapping of Soil Particle‐Size Fractions for Nigeria

Soil Science Society of America journal, 2014-11, Vol.78 (6), p.1953-1966

2014

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A space–time observation system for soil organic carbon

Soil research (Collingwood, Vic.), 2015-09, Vol.53 (6), p.647

2015

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How Rock Fragments and Moisture Affect Soil Temperatures during Fire

Soil Science Society of America journal, 2011-05, Vol.75 (3), p.1133-1143

2011

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Assessment of global, national and regional‐level digital soil mapping products at different spatial supports

European journal of soil science, 2022-09, Vol.73 (5), p.n/a

2022

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Validation of digital soil maps at different spatial supports

Geoderma, 2015-03, Vol.241-242, p.238-249

2015

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A landscape-scale experiment on the changes in available potassium over a winter wheat cropping season

Geoderma, 2007-10, Vol.141 (3), p.384-396

2007

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Modelling drivers and distribution of lead and zinc concentrations in soils of an urban catchment (Sydney estuary, Australia)

The Science of the total environment, 2017-11, Vol.598, p.168-178

2017

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Incorporation of mechanistic model outputs as features for data-driven models for yield prediction: a case study on wheat and chickpea

Precision agriculture, 2024-09, Vol.25 (5), p.2531-2553

2024

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Estimating water quality using linear mixed models with stream discharge and turbidity

Journal of hydrology (Amsterdam), 2013-08, Vol.498, p.13-22

2013

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Identifying crop yield gaps with site- and season-specific data-driven models of yield potential

Precision agriculture, 2022-04, Vol.23 (2), p.578-601

2022

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Using bivariate linear mixed models to monitor the change in spatial distribution of heavy metals at the site of a historic landfill

Environmental monitoring and assessment, 2019-07, Vol.191 (7), p.472-18, Article 472

2019

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Enhancing the value of field experimentation through whole-of-block designs

Precision agriculture, 2010-04, Vol.11 (2), p.198-213

2010

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Precision Agriculture for Sustainability and Environmental Protection

Gaussian process regression for three-dimensional soil mapping over multiple spatial supports

Assessment of the Effect of Soil Sample Preparation, Water Content and Excitation Time on Proximal X-ray Fluorescence Sensing

Machine Learning Optimised Hyperspectral Remote Sensing Retrieves Cotton Nitrogen Status

Patterns of Urban Sprawl and Agricultural Land Loss in Sub-Saharan Africa: The Cases of the Ugandan Cities of Kampala and Mbarara

Assessing the spatio-temporal variability of vegetation productivity in Africa: quantifying the relative roles of climate variability and human activities

Evaluation of Spatial Variability of Soil Arsenic Adjacent to a Disused Cattle-Dip Site, Using Model-Based Geostatistics

Assessing the Sensitivity of Site-Specific Lime and Gypsum Recommendations to Soil Sampling Techniques and Spatial Density of Data Collection in Australian Agriculture: A Pedometric Approach

Mapping of Cotton Fields Within-Season Using Phenology-Based Metrics Derived from a Time Series of Landsat Imagery

Potential of integrated field spectroscopy and spatial analysis for enhanced assessment of soil contamination: A prospective review

Using SWAP to quantify space and time related uncertainty in deep drainage model estimates: A case study from northern NSW, Australia

Space-time modelling of groundwater level and salinity

An approach to forecast grain crop yield using multi-layered, multi-farm data sets and machine learning

Digital Mapping of Soil Particle‐Size Fractions for Nigeria

A space–time observation system for soil organic carbon

How Rock Fragments and Moisture Affect Soil Temperatures during Fire

Assessment of global, national and regional‐level digital soil mapping products at different spatial supports

Validation of digital soil maps at different spatial supports

A landscape-scale experiment on the changes in available potassium over a winter wheat cropping season

Modelling drivers and distribution of lead and zinc concentrations in soils of an urban catchment (Sydney estuary, Australia)

Incorporation of mechanistic model outputs as features for data-driven models for yield prediction: a case study on wheat and chickpea

Estimating water quality using linear mixed models with stream discharge and turbidity

Identifying crop yield gaps with site- and season-specific data-driven models of yield potential

Using bivariate linear mixed models to monitor the change in spatial distribution of heavy metals at the site of a historic landfill

Enhancing the value of field experimentation through whole-of-block designs

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