Spatial and temporal prediction of soil properties from legacy data

C1 - Edited contributions to conferences/learned societies

Marchant, B. P., Crawford, D. M. and Robinson, N. J. 2012. Spatial and temporal prediction of soil properties from legacy data. McBratney, A. B. (ed.) Digital Soil Assessments and Beyond: Proceedings 5th Global Workshop on Digital Soil Mapping, Sydney, 2012 . CRC Press, Boca Raton, Florida. pp. 239-244 https://doi.org/10.1201/b12728-48

Authors	Marchant, B. P., Crawford, D. M. and Robinson, N. J.
Year of Publication	2012
Digital Object Identifier (DOI)	https://doi.org/10.1201/b12728-48
Open access	Published as non-open access
Publisher	CRC Press, Boca Raton, Florida
ISBN	9780415621557
Funder project or code	Centre for Mathematical and Computational Biology (MCB)
	Complex spatial variation of environmental variables: sampling, prediction and interpretation
Editors	McBratney, A. B.
Page range	239-244

Related outputs

Assessing sampling designs for determining fertilizer practice from yield data

A - Papers appearing in refereed journals

Muhammed, S. E., Marchant, B. P., Webster, R., Whitmore, A. P., Dailey, A. G. and Milne, A. E. 2017. Assessing sampling designs for determining fertilizer practice from yield data. Computers and Electronics in Agriculture. 135 (1 April), pp. 163-174. https://doi.org/10.1016/j.compag.2017.02.002

Automating nitrogen fertiliser management for cereals (Auto-N). AHDB Project Report No.561

D1 - Technical reports: non-confidential

Kindred, D. R., Hatley, D., Ginsburg, D., Catalayud, A., Storer, K., Wilson, L., Hockridge, B., Milne, A. E., Marchant, B. P., Miller, P. and Sylvester-Bradley, R. 2016. Automating nitrogen fertiliser management for cereals (Auto-N). AHDB Project Report No.561. Agriculture and Horticulture Development Board.

Modelling the electrical conductivity of soil in the Yangtze delta in three dimensions

A - Papers appearing in refereed journals

Li, H. Y., Marchant, B. P. and Webster, R. 2016. Modelling the electrical conductivity of soil in the Yangtze delta in three dimensions. Geoderma. 269, pp. 119-125. https://doi.org/10.1016/j.geoderma.2016.01.028

Exploring the spatial variation in the fertilizer-nitrogen requirement of wheat within fields

A - Papers appearing in refereed journals

Kindred, D. R., Milne, A. E., Webster, R., Marchant, B. P. and Sylvester-Bradley, R. 2015. Exploring the spatial variation in the fertilizer-nitrogen requirement of wheat within fields. The Journal of Agricultural Science. 153 (1), pp. 25-41. https://doi.org/10.1017/S0021859613000919

Exploiting yield maps and soil management zones

A - Papers appearing in refereed journals

Muhammed, S. E., Milne, A. E., Marchant, B. P., Griffin, S. and Whitmore, A. P. 2014. Exploiting yield maps and soil management zones. Proceedings of the International Fertiliser Society. 22, p. poster.

Exploiting yield maps and soil management zones

G - Articles in popular magazines and other technical publications

Milne, A. E., Marchant, B. P., Whitmore, A. P. and Muhammed, S. E. 2014. Exploiting yield maps and soil management zones. Landmark. 19, pp. 3-4.

Estimating change in soil organic carbon using legacy data as the baseline: issues, approaches and lessons to learn

A - Papers appearing in refereed journals

Karunaratne, S. B., Bishop, T. F. A., Odeh, I. O. A., Baldock, J. A. and Marchant, B. P. 2014. Estimating change in soil organic carbon using legacy data as the baseline: issues, approaches and lessons to learn. Soil Research. 52, pp. 349-365. https://doi.org/10.1071/SR13081

Spatial variation of trace elements in the peri-urban soil of Madrid

A - Papers appearing in refereed journals

Vazquez De La Cueva, A., Marchant, B. P., Quintana, J. R., De Santiago, A., Lafuente, A. L. and Webster, R. 2014. Spatial variation of trace elements in the peri-urban soil of Madrid. Journal of Soils and Sediments. 14, pp. 78-88. https://doi.org/10.1007/s11368-013-0772-5

Optimized multi-phase sampling for soil remediation surveys

A - Papers appearing in refereed journals

Marchant, B. P., McBratney, A. B., Lark, R. M. and Minasny, B. 2013. Optimized multi-phase sampling for soil remediation surveys. Spatial Statistics. 4, pp. 1-13. https://doi.org/10.1016/j.spasta.2012.11.001

Future prospects

B - Book chapters etc edited externally

Oliver, M. A., Marchant, B. P. and Bishop, T. F. A. 2013. Future prospects. in: Oliver, M. A., Marchant, B. P. and Bishop, T. F. A. (ed.) Precision agriculture for sustainability and environmental protection Routledge. pp. 265-268

Fluctuations in method-of-moments variograms caused by clustered sampling and their elimination by declustering and residual maximum likelihood estimation

A - Papers appearing in refereed journals

Marchant, B. P., Viscarra Rossel, R. A. and Webster, R. 2013. Fluctuations in method-of-moments variograms caused by clustered sampling and their elimination by declustering and residual maximum likelihood estimation. European Journal of Soil Science. 64 (4), pp. 401-409. https://doi.org/10.1111/ejss.12029

Spatial distribution of Lindane concentration in topsoil across France

A - Papers appearing in refereed journals

Orton, T. G., Saby, N. P. A., Arrouays, D., Jolivet, C. C., Villanneau, E. J., Marchant, B. P., Caria, G., Barriuso, E., Bispo, A. and Briand, O. 2013. Spatial distribution of Lindane concentration in topsoil across France. Science of the Total Environment. 443, pp. 338-350. https://doi.org/10.1016/j.scitotenv.2012.10.103

Towards cost-effective estimation of soil carbon stocks at the field scale

A - Papers appearing in refereed journals

Singh, K., Murphy, B. W. and Marchant, B. P. 2012. Towards cost-effective estimation of soil carbon stocks at the field scale. Soil Research. 50, pp. 672-684. https://doi.org/10.1071/SR12119

Analyzing the spatial distribution of PCB concentrations in soils using below-quantification limit data

A - Papers appearing in refereed journals

Orton, T. G., Saby, N. P. A., Arrouays, D., Jolivet, C. C., Villanneau, E. J., Paroissien, J-B., Marchant, B. P., Caria, G., Barriuso, E., Bispo, A. and Briand, O. 2012. Analyzing the spatial distribution of PCB concentrations in soils using below-quantification limit data. Journal of Environmental Quality. 41, pp. 1893-1905. https://doi.org/10.2134/jeq2011.0478

Cost-effective sampling strategies for soil management (HGCA Project Report No. 485)

D1 - Technical reports: non-confidential

Marchant, B. P., Dailey, A. G. and Lark, R. M. 2012. Cost-effective sampling strategies for soil management (HGCA Project Report No. 485). Home Grown Cereals Authority (HGCA) Kenilworth.

Generic issues on broad-scale soil monitoring schemes: a review

A - Papers appearing in refereed journals

Arrouays, D., Marchant, B. P., Saby, N. P. A., Meersmans, J., Orton, T. G., Martin, M. P., Bellamy, P. H., Lark, R. M. and Kibblewhite, M. 2012. Generic issues on broad-scale soil monitoring schemes: a review. Pedosphere. 22 (4), pp. 456-469. https://doi.org/10.1016/S1002-0160(12)60031-9

Mapping soil Pb stocks and availability in mainland France combining regression trees with robust geostatistics

A - Papers appearing in refereed journals

Lacarce, E., Saby, N. P. A., Martin, M. P., Marchant, B. P., Boulonne, L., Meersmans, J., Jolivet, C., Bispo, A. and Arrouays, D. 2012. Mapping soil Pb stocks and availability in mainland France combining regression trees with robust geostatistics. Geoderma. 170, pp. 359-368. https://doi.org/10.1016/j.geoderma.2011.11.014

Disaggregation of legacy soil data using area to point kriging for mapping soil organic carbon at the regional scale

A - Papers appearing in refereed journals

Kerry, R., Goovaerts, P., Rawlins, B. G. and Marchant, B. P. 2012. Disaggregation of legacy soil data using area to point kriging for mapping soil organic carbon at the regional scale. Geoderma. 170, pp. 347-358. https://doi.org/10.1016/j.geoderma.2011.10.007

Soil carbon stock in the tropical rangelands of Australia: effects of soil type and grazing pressure, and determination of sampling requirement

A - Papers appearing in refereed journals

Pringle, M. J., Allen, D. E., Dalal, R. C., Payne, J. E., Mayer, D. G., O'reagain, P. and Marchant, B. P. 2011. Soil carbon stock in the tropical rangelands of Australia: effects of soil type and grazing pressure, and determination of sampling requirement. Geoderma. 167-168, pp. 261-273. https://doi.org/10.1016/j.geoderma.2011.09.001

Which persistent organic pollutants can we map in soil using a large spacing systematic soil monitoring design? A case study in Northern France

A - Papers appearing in refereed journals

Villanneau, E. J., Saby, N. P. A., Marchant, B. P., Jolivet, C. C., Boulonne, L., Caria, G., Barriuso, E., Bispo, A., Briand, O. and Arrouays, D. 2011. Which persistent organic pollutants can we map in soil using a large spacing systematic soil monitoring design? A case study in Northern France. Science of the Total Environment. 409, pp. 3719-3731. https://doi.org/10.1016/j.scitotenv.2011.05.048

Robust geostatistical prediction of trace elements across France

A - Papers appearing in refereed journals

Saby, N. P. A., Marchant, B. P., Lark, R. M., Jolivet, C. C. and Arrouays, D. 2011. Robust geostatistical prediction of trace elements across France. Geoderma. 162 (3-4), pp. 303-311. https://doi.org/10.1016/j.geoderma.2011.03.001

Spatial prediction of soil properties with copulas

A - Papers appearing in refereed journals

Marchant, B. P., Saby, N. P. A., Jolivet, C. C., Arrouays, D. and Lark, R. M. 2011. Spatial prediction of soil properties with copulas. Geoderma. 162, pp. 327-334. https://doi.org/10.1016/j.geoderma.2011.03.005

The assessment of point-source and diffuse soil metal pollution using robust geostatistical methods: a case study in Swansea (Wales, UK)

A - Papers appearing in refereed journals

Marchant, B. P., Tye, A. M. and Rawlins, B. G. 2011. The assessment of point-source and diffuse soil metal pollution using robust geostatistical methods: a case study in Swansea (Wales, UK). European Journal of Soil Science. 62 (3), pp. 346-358. https://doi.org/10.1111/j.1365-2389.2011.01373.x

Spatial sampling to detect an invasive pathogen outside of an eradication zone

A - Papers appearing in refereed journals

Demon, I., Cunniffe, N. J., Marchant, B. P., Gilligan, C. A. and Van Den Bosch, F. 2011. Spatial sampling to detect an invasive pathogen outside of an eradication zone. Phytopathology. 101 (6), pp. 725-731. https://doi.org/10.1094/PHYTO-05-09-0120

Robust analysis of soil properties at the national scale: cadmium content of French soils

A - Papers appearing in refereed journals

Marchant, B. P., Saby, N. P. A., Lark, R. M., Bellamy, P. H., Jolivet, C. C. and Arrouays, D. 2010. Robust analysis of soil properties at the national scale: cadmium content of French soils. European Journal of Soil Science. 61 (1), pp. 144-152. https://doi.org/10.1111/j.1365-2389.2009.01212.x

Geostatistical analysis of the distribution of Leptosphaeria species causing phoma stem canker on winter oilseed rape (Brassica napus) in England

A - Papers appearing in refereed journals

Stonard, J. F., Marchant, B. P., Latunde-Dada, A. O., Liu, Z., Evans, N., Gladders, P., Eckert, M. R. and Fitt, B. D. L. 2010. Geostatistical analysis of the distribution of Leptosphaeria species causing phoma stem canker on winter oilseed rape (Brassica napus) in England. Plant Pathology. 59 (1), pp. 200-210. https://doi.org/10.1111/j.1365-3059.2009.02178.x

Using advanced methods to reduce the cost of soil sampling: ideas for the future

G - Articles in popular magazines and other technical publications

Lark, R. M. and Marchant, B. P. 2009. Using advanced methods to reduce the cost of soil sampling: ideas for the future.

Spatial monitoring of a non-stationary soil property: phosphorus in a Florida water conservation area

A - Papers appearing in refereed journals

Marchant, B. P., Newman, S., Corstanje, R., Reddy, K. R., Osborne, T. Z. and Lark, R. M. 2009. Spatial monitoring of a non-stationary soil property: phosphorus in a Florida water conservation area. European Journal of Soil Science. 60 (5), pp. 757-769. https://doi.org/10.1111/j.1365-2389.2009.01158.x

Airborne radiometric survey data and a DTM as covariates for regional scale mapping of soil organic carbon across Northern Ireland

A - Papers appearing in refereed journals

Rawlins, B. G., Marchant, B. P., Smyth, D., Scheib, C., Lark, R. M. and Jordan, C. 2009. Airborne radiometric survey data and a DTM as covariates for regional scale mapping of soil organic carbon across Northern Ireland. European Journal of Soil Science. 60 (1), pp. 44-54. https://doi.org/10.1111/j.1365-2389.2008.01092.x

Effect of climate on the proportions of Leptosphaeria maculans and L. biglobosa in phoma stem cankers on oilseed rape

C2 - Non-edited contributions to conferences

Stonard, J. F., Gladders, P., Latunde-Dada, A. O., Evans, N., Liu, Z., Eckert, M., Marchant, B. P., Rossall, S. and Fitt, B. D. L. 2008. Effect of climate on the proportions of Leptosphaeria maculans and L. biglobosa in phoma stem cankers on oilseed rape. Abstracts HGCA R&D Conference: Arable Cropping in a Changing Climate, Belton Woods, 23-24 January 2008 . pp. 138

Effect of climate on the proportions of Leptosphaeria maculans and L. biglobosa in phoma stem cankers on oilseed rape in England

C1 - Edited contributions to conferences/learned societies

Stonard, J. F., Marchant, B. P., Latunde-Dada, A. O., Liu, Z., Evans, N., Gladders, P., Eckert, M. and Fitt, B. D. L. 2008. Effect of climate on the proportions of Leptosphaeria maculans and L. biglobosa in phoma stem cankers on oilseed rape in England. Effects of Climate Change on Plants: Implications for Agriculture. Aspects of Applied Biology 88 . Association of Applied Biologists (AAB) Wellesbourne Warwick . pp. 161-164

Permalink - https://repository.rothamsted.ac.uk/item/8qvv6/spatial-and-temporal-prediction-of-soil-properties-from-legacy-data

Spatial and temporal prediction of soil properties from legacy data

Related outputs

Assessing sampling designs for determining fertilizer practice from yield data

Automating nitrogen fertiliser management for cereals (Auto-N). AHDB Project Report No.561

Modelling the electrical conductivity of soil in the Yangtze delta in three dimensions

Exploring the spatial variation in the fertilizer-nitrogen requirement of wheat within fields

Exploiting yield maps and soil management zones

Exploiting yield maps and soil management zones

Estimating change in soil organic carbon using legacy data as the baseline: issues, approaches and lessons to learn

Spatial variation of trace elements in the peri-urban soil of Madrid

Optimized multi-phase sampling for soil remediation surveys

Future prospects

Fluctuations in method-of-moments variograms caused by clustered sampling and their elimination by declustering and residual maximum likelihood estimation

Spatial distribution of Lindane concentration in topsoil across France

Towards cost-effective estimation of soil carbon stocks at the field scale

Analyzing the spatial distribution of PCB concentrations in soils using below-quantification limit data

Cost-effective sampling strategies for soil management (HGCA Project Report No. 485)

Generic issues on broad-scale soil monitoring schemes: a review

Mapping soil Pb stocks and availability in mainland France combining regression trees with robust geostatistics

Disaggregation of legacy soil data using area to point kriging for mapping soil organic carbon at the regional scale

Soil carbon stock in the tropical rangelands of Australia: effects of soil type and grazing pressure, and determination of sampling requirement

Which persistent organic pollutants can we map in soil using a large spacing systematic soil monitoring design? A case study in Northern France

Robust geostatistical prediction of trace elements across France

Spatial prediction of soil properties with copulas

The assessment of point-source and diffuse soil metal pollution using robust geostatistical methods: a case study in Swansea (Wales, UK)

Spatial sampling to detect an invasive pathogen outside of an eradication zone

Robust analysis of soil properties at the national scale: cadmium content of French soils

Geostatistical analysis of the distribution of Leptosphaeria species causing phoma stem canker on winter oilseed rape (Brassica napus) in England

Using advanced methods to reduce the cost of soil sampling: ideas for the future

Spatial monitoring of a non-stationary soil property: phosphorus in a Florida water conservation area

Airborne radiometric survey data and a DTM as covariates for regional scale mapping of soil organic carbon across Northern Ireland

Effect of climate on the proportions of Leptosphaeria maculans and L. biglobosa in phoma stem cankers on oilseed rape

Effect of climate on the proportions of Leptosphaeria maculans and L. biglobosa in phoma stem cankers on oilseed rape in England

Analysis of two variants of a spatially distributed crop model, using wavelet transforms and geostatistics

Spatial analysis of the error in a model of soil nitrogen

Estimation of linear models of coregionalization by residual maximum likelihood

The Matern variogram model: implications for uncertainty propagation and sampling in geostatistical surveys

Robust estimation of the variogram by residual maximum likelihood

Optimized sample schemes for geostatistical surveys

Adaptive sampling and reconnaissance surveys for geostatistical mapping of the soil

Biphasic behaviour in malignant invasion