S2N - Soil to Nutrition - Work package 3 (WP3) - Sustainable intensification - optimisation at multiple scales

Repository project

Project dates01 Apr 2017 to end of 31 Mar 2022
Researchers
Principal InvestigatorSteve McGrath
Co-InvestigatorAdrian Collins
FunderBiotechnology and Biological Sciences Research Council
Project numberI0330
DepartmentSustainable Agriculture Sciences North Wyke
Research fish codeBBS/E/C/000I0330
Grant IDBBS/E/C/000I0330

Outputs

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Spatial changes and driving variables of topsoil organic carbon stocks in Chinese croplands under different fertilization strategies

A - Papers appearing in refereed journals
Ren, F., Misselbrook, T. H., Sun, N., Zhang, X., Zhang, S., Jiao, J., Xu, M. and Wu, L. 2021. Spatial changes and driving variables of topsoil organic carbon stocks in Chinese croplands under different fertilization strategies. Science of the Total Environment. 767 (article), p. 144350. https://doi.org/10.1016/j.scitotenv.2020.144350

Predicting land susceptibility to atmospheric dust emissions in central Iran by combining integrated data mining and a regional climate model

A - Papers appearing in refereed journals
Gholami, H., Mohamadifar, A., Rahimi, S., Kaskaoutis, D.G. and Collins, A. L. 2021. Predicting land susceptibility to atmospheric dust emissions in central Iran by combining integrated data mining and a regional climate model . Atmospheric Pollution Research. 12 (4), pp. 172-187. https://doi.org/10.1016/j.apr.2021.03.005

Elucidating suspended sediment dynamics in a glacierized catchment after an exceptional erosion event: The Djankuat catchment, Caucasus Mountains, Russia

A - Papers appearing in refereed journals
Tsyplenkov, A., Vanmaercke, M., Collins, A. L., Kharchenko, S. and Golosov, V. 2021. Elucidating suspended sediment dynamics in a glacierized catchment after an exceptional erosion event: The Djankuat catchment, Caucasus Mountains, Russia. Catena. 203 (105285). https://doi.org/10.1016/j.catena.2021.105285

Novel approaches to investigating spatial variability in channel bank total phosphorus at the catchment scale

A - Papers appearing in refereed journals
Granger, S. J., Harris, P., Upadhayay, H., Sint, H. M., Pulley, S., Stone, M., Krishnappan, B. G. and Collins, A. L. 2021. Novel approaches to investigating spatial variability in channel bank total phosphorus at the catchment scale. Catena. 202 (article), p. 105223. https://doi.org/10.1016/j.catena.2021.105223

Elucidating intra-storm variations in suspended sediment sources using a Bayesian fingerprinting approach

A - Papers appearing in refereed journals
Nosrati, K., Mohammadi-Raigani, Z., Haddadchi, A. and Collins, A. L. 2021. Elucidating intra-storm variations in suspended sediment sources using a Bayesian fingerprinting approach. Journal of Hydrology. 596 (article), p. 126115. https://doi.org/10.1016/j.jhydrol.2021.126115

Sediment source apportionment using optical property composite signatures in a rural catchment, Brazil

A - Papers appearing in refereed journals
Collins, A. L., Zhang, Y., Pulley, S., Upadhayay, H., Amorim, F. F., Da Silva, Y. J. A. B., Nascimento, R. C., Tiecher, T., Do Nascimento, C. W. A. and Minella, J. P. G. 2021. Sediment source apportionment using optical property composite signatures in a rural catchment, Brazil. Catena. 202 (article), p. 105208. https://doi.org/10.1016/j.catena.2021.105208

Does cattle and sheep grazing under best management significantly elevate sediment losses? Evidence from the North Wyke Farm Platform, UK

A - Papers appearing in refereed journals
Pulley, S., Cardenas, L. M., Grau, P., Mullan, S., Rivero, M. J. and Collins, A. L. 2021. Does cattle and sheep grazing under best management significantly elevate sediment losses? Evidence from the North Wyke Farm Platform, UK. Journal of Soils and Sediments. https://doi.org/10.1007/s11368-021-02909-y

Dynamics of fluvial hydro-sedimentological, nutrient, particulate organic matter and effective particle size responses during the U.K. extreme wet winter of 2019–2020

A - Papers appearing in refereed journals
Upadhayay, H., Granger, S. J. and Collins, A. L. 2021. Dynamics of fluvial hydro-sedimentological, nutrient, particulate organic matter and effective particle size responses during the U.K. extreme wet winter of 2019–2020. Science of the Total Environment. 774 (article), p. 145722. https://doi.org/10.1016/j.scitotenv.2021.145722

Using the Boruta algorithm and deep learning models for mapping land susceptibility to atmospheric dust emissions in Iran

A - Papers appearing in refereed journals
Gholami, H., Mohammadifar, A., Golzari, S., Kaskaoutis, D.G. and Collins, A. L. 2021. Using the Boruta algorithm and deep learning models for mapping land susceptibility to atmospheric dust emissions in Iran. Aeolian Research. 50 (article), p. 100682. https://doi.org/10.1016/j.aeolia.2021.100682

Accumulation of trace metals in freshwater macroinvertebrates across metal contamination gradients

A - Papers appearing in refereed journals
Arnold, A., Murphy, J .F., Pretty, J. L., Duerdoth, C. P., Smith, B. D., Rainbow, P. S., Spencer, K. L., Collins, A. L. and Iwan Jones, J. 2021. Accumulation of trace metals in freshwater macroinvertebrates across metal contamination gradients. Environmental Pollution. 276 (116721). https://doi.org/10.1016/j.envpol.2021.116721

A review of phosphate oxygen isotope values in global bedrocks: Characterising a critical endmember to the soil phosphorus system

A - Papers appearing in refereed journals
Smith, A. C., Pfahler, V., Tamburini, F., Blackwell, M. S. A. and Granger, S. J. 2021. A review of phosphate oxygen isotope values in global bedrocks: Characterising a critical endmember to the soil phosphorus system. Journal of Plant Nutrition and Soil Science. 184, pp. 25-34. https://doi.org/10.1002/jpln.202000513

Hillslope and groundwater contributions to streamflow in a Rocky Mountain watershed underlain by glacial till and fractured sedimentary bedrock

A - Papers appearing in refereed journals
Spencer, S. A., Anderson, A. E., Silins, U. and Collins, A. L. 2021. Hillslope and groundwater contributions to streamflow in a Rocky Mountain watershed underlain by glacial till and fractured sedimentary bedrock. Hydrology And Earth System Sciences. 25 (1), pp. 237-255. https://doi.org/10.5194/hess-25-237-2021

An exploratory study on the use of different composite magnetic and colour fingerprints in aeolian sediment provenance fingerprinting

A - Papers appearing in refereed journals
Nosrati, K, Akbari-Mahdiabad, M., Ayoubi, S. and Collins, A. L. 2021. An exploratory study on the use of different composite magnetic and colour fingerprints in aeolian sediment provenance fingerprinting. Catena. 200, p. 105182. https://doi.org/10.1016/j.catena.2021.105182

Assessment of the interpretability of data mining for the spatial modelling of water erosion using game theory

A - Papers appearing in refereed journals
Mohammadifar, A., Gholami, H., Comino, J. R. and Collins, A. L. 2021. Assessment of the interpretability of data mining for the spatial modelling of water erosion using game theory. Catena. 200, p. 105178. https://doi.org/10.1016/j.catena.2021.105178

Using different size fractions to source fingerprint fine-grained channel bed sediment in a large drainage basin in Iran

A - Papers appearing in refereed journals
Nosrati, K., Akbari-Mahdiabad, M., Fiener, P. and Collins, A. L. 2021. Using different size fractions to source fingerprint fine-grained channel bed sediment in a large drainage basin in Iran. Catena. 200, p. 105173. https://doi.org/10.1016/j.catena.2021.105173

The potential for soybean to diversify the production of plant-based protein in the UK

A - Papers appearing in refereed journals
Coleman, K., Whitmore, A. P., Hassall, K. L., Shield, I. F., Semenov, M. A., Dobermann, A., Bourhis, Y., Eskandary, A. and Milne, A. E. 2021. The potential for soybean to diversify the production of plant-based protein in the UK. Science of the Total Environment. 767, p. 144903. https://doi.org/10.1016/j.scitotenv.2020.144903

Current advisory interventions for grazing ruminant farming cannot close exceedance of modern background sediment loss – Assessment using an instrumented farm platform and modelled scaling out

A - Papers appearing in refereed journals
Collins, A. L., Zhang, Y., Upadhayay, H., Pulley, S., Granger, S. J., Harris, P., Sint, H. M. and Griffith, B. A. 2021. Current advisory interventions for grazing ruminant farming cannot close exceedance of modern background sediment loss – Assessment using an instrumented farm platform and modelled scaling out. Environmental Science & Policy. 116 (2021), pp. 114-127. https://doi.org/10.1016/j.envsci.2020.11.004

Soil loss on the arable lands of the forest-steppe and steppe zones of European Russia and Siberia during the period of intensive agriculture

A - Papers appearing in refereed journals
Golosov, V. N., Collins, A. L., Dobrovolskaya, N. G., Bazhenova, O. I., Ryzhov, Y. V. and Sidorchuk, A. Y. 2021. Soil loss on the arable lands of the forest-steppe and steppe zones of European Russia and Siberia during the period of intensive agriculture . Geoderma. 381 (January), p. 114678. https://doi.org/10.1016/j.geoderma.2020.114678

Predicting the growth of lettuce from soil infrared reflectance spectra: the potential for crop management

A - Papers appearing in refereed journals
Breure, T. S., Milne, A. E., Webster, R., Haefele, S. M., Hannam, J. A., Moreno-Rojas, S. and Corstanje, R. 2021. Predicting the growth of lettuce from soil infrared reflectance spectra: the potential for crop management. Precision Agriculture. 22, p. 226–248. https://doi.org/10.1007/s11119-020-09739-x

Investigation of the soil properties that affect Olsen P critical values in different soil types and impact on P fertiliser recommendations

A - Papers appearing in refereed journals
Tandy, S., Hawkins, J. M. B., Dunham, S. J., Hernandez, J. M. B., Granger, S. J., Yuan, H., McGrath, S. P. and Blackwell, M. S. A. 2020. Investigation of the soil properties that affect Olsen P critical values in different soil types and impact on P fertiliser recommendations. European Journal of Soil Science. https://doi.org/10.1111/ejss.13082

Modelling spatio-temporal patterns of soil carbon and greenhouse gas emissions in grazing lands: Current status and prospects

A - Papers appearing in refereed journals
Wang, J., Li, Y., Bork, E. W., Richter, G. M., Eum, H-I., Chen, C., Shah. S. H. H. and Mezbahiddin, S. 2020. Modelling spatio-temporal patterns of soil carbon and greenhouse gas emissions in grazing lands: Current status and prospects. Science of the Total Environment. 739 (Article), p. 139092. https://doi.org/10.1016/j.scitotenv.2020.139092

Comparing grain size composition of inter-rill and rill-eroded sediment from cultivated hillslope soils using caesium-134 and cobalt-60 as tracers

A - Papers appearing in refereed journals
Greenwood, P. and Zhang, Y. 2020. Comparing grain size composition of inter-rill and rill-eroded sediment from cultivated hillslope soils using caesium-134 and cobalt-60 as tracers. Soil & Tillage Research. 198, p. 104532. https://doi.org/10.1016/j.still.2019.104532

Mapping wind erosion hazard with regression-based machine learning algorithms

A - Papers appearing in refereed journals
Gholami, H., Mohammadifar, A., Bui, D.T. and Collins, A. L. 2020. Mapping wind erosion hazard with regression-based machine learning algorithms. Scientific Reports. 10, p. 20494. https://doi.org/10.1038/s41598-020-77567-0

Obtaining more benefits from crop residues as soil amendments by application as chemically heterogeneous mixtures

A - Papers appearing in refereed journals
Struijk, M., Whitmore, A. P., Mortimer, S. R. and Sizmur, T. 2020. Obtaining more benefits from crop residues as soil amendments by application as chemically heterogeneous mixtures. Soil. 6 (2), p. 467–481. https://doi.org/10.5194/soil-6-467-2020

Comparing Extraction Methods for Biomarker Steroid Characterisation from Soil and Slurry

A - Papers appearing in refereed journals
Manley, A., Collins, A. L., Joynes, A., Mellander, P. E. and Jordan, P. 2020. Comparing Extraction Methods for Biomarker Steroid Characterisation from Soil and Slurry. Water Air And Soil Pollution. 231 (10), pp. 1-15. https://doi.org/10.1007/s11270-020-04871-w

Using catchment characteristics to model seasonality of dissolved organic carbon fluxes in semi-arid mountainous headwaters

A - Papers appearing in refereed journals
Nosrati, K., Collins, A. L. and Fiener, P. 2020. Using catchment characteristics to model seasonality of dissolved organic carbon fluxes in semi-arid mountainous headwaters. Environmental Monitoring And Assessment. 192 (Article), p. 674. https://doi.org/10.1007/s10661-020-08626-2

Adjusting for conditional bias in process model simulations of hydrological extremes: an experiment using the North Wyke Farm Platform

A - Papers appearing in refereed journals
Curceac, S., Atkinson, P. M., Milne, A. E., Wu, L. and Harris, P. 2020. Adjusting for conditional bias in process model simulations of hydrological extremes: an experiment using the North Wyke Farm Platform. Frontiers in Artificial Intelligence. 3 (82). https://doi.org/10.3389/frai.2020.565859

Sediment sources, soil loss rates and sediment yields in a Karst plateau catchment in Southwest China

A - Papers appearing in refereed journals
Cheng, Q., Wang, S., Peng, T., Cao, L., Zhang, X., Buckerfield, S. J., Zhang, Y. and Collins, A. L. 2020. Sediment sources, soil loss rates and sediment yields in a Karst plateau catchment in Southwest China. Agriculture, Ecosystems & Environment. 304, p. 107114. https://doi.org/10.1016/j.agee.2020.107114

Source fingerprinting loess deposits in Central Asia using elemental geochemistry with Bayesian and GLUE models

A - Papers appearing in refereed journals
Li, Y., Gholami, H., Song, Y., Fathabadi, A., Malakooti, H. and Collins, A. L. 2020. Source fingerprinting loess deposits in Central Asia using elemental geochemistry with Bayesian and GLUE models. Catena. 194, p. 104808. https://doi.org/10.1016/j.catena.2020.104808

Influence of Geographical Effects in Hedonic Pricing Models for Grass-Fed Cattle in Uruguay

A - Papers appearing in refereed journals
Harris, P., Lanfanco, B., Lu, B. and Comber, A. 2020. Influence of Geographical Effects in Hedonic Pricing Models for Grass-Fed Cattle in Uruguay. Agriculture. 10, p. 299. https://doi.org/10.3390/agriculture10070299

Sediment source fingerprinting: benchmarking recent outputs, remaining challenges and emerging themes

A - Papers appearing in refereed journals
Collins, A. L., Blackwell, M. S. A., Boeckx, P., Chivers, C-A., Emelko, M., Evrad, O., Foster, I., Gellis, A., Gholami, H., Granger, S. J., Harris, P., Horowitz, A. J., Laceby, J. P., Martinez-Carreras, N., Minella, J., Mol, L., Nosrati, K., Pulley, S., Silins, U., Da Silva, Y. J., Stone, M., Tiecher, T., Upadhayay, H. and Zhang, Y. 2020. Sediment source fingerprinting: benchmarking recent outputs, remaining challenges and emerging themes. Journal of Soils and Sediments. 20, pp. 4160-4193. https://doi.org/10.1007/s11368-020-02755-4

Sediment loss in response to scheduled pasture ploughing and reseeding: The importance of soil moisture content in controlling risk

A - Papers appearing in refereed journals
Pulley, S. and Collins, A. L. 2020. Sediment loss in response to scheduled pasture ploughing and reseeding: The importance of soil moisture content in controlling risk. Soil & Tillage Research. 204, p. 104746. https://doi.org/10.1016/j.still.2020.104746

A new integrated data mining model to map spatial variation in the susceptibility of land to act as a source of aeolian dust

A - Papers appearing in refereed journals
Gholami, H., Mohammadifar, A., Pourghasemi, H. R. and Collins, A. L. 2020. A new integrated data mining model to map spatial variation in the susceptibility of land to act as a source of aeolian dust. Environmental Science and Pollution Research. https://doi.org/10.1007/s11356-020-10168-6

Using the Budyko hypothesis for detecting and attributing changes in runoff to climate and vegetation change in the soft sandstone area of the middle Yellow River basin, China

A - Papers appearing in refereed journals
Li, H., Shi, C., Zhang, Y., Ning, T., Sun, P., Liu, X., Ma, X., Liu, W. and Collins, A. L. 2020. Using the Budyko hypothesis for detecting and attributing changes in runoff to climate and vegetation change in the soft sandstone area of the middle Yellow River basin, China . Science of the Total Environment. 703, p. 135588. https://doi.org/10.1016/j.scitotenv.2019.135588

Mapping the spatial sources of atmospheric dust using GLUE and Monte Carlo simulation

A - Papers appearing in refereed journals
Gholami, H., Rahimi, S., Fathabadi, A., Habibi, S. and Collins, A. L. 2020. Mapping the spatial sources of atmospheric dust using GLUE and Monte Carlo simulation. Science of the Total Environment. 723, p. 138090. https://doi.org/10.1016/j.scitotenv.2020.138090

Satellite-derived bathymetry in optically complex waters using a model inversion approach and Sentinel-2 data

A - Papers appearing in refereed journals
Casal, G., Hedley, J. D., Monteys, X, Harris, P., Cahalane, C. and McCarthy, T 2020. Satellite-derived bathymetry in optically complex waters using a model inversion approach and Sentinel-2 data. Estuarine, Coastal and Shelf Science. 241, p. 106814. https://doi.org/10.1016/j.ecss.2020.106814

A novel ensemble computational intelligence approach for the spatial prediction of land subsidence susceptibility

A - Papers appearing in refereed journals
Arabameri, A., Saha, S., Roy, J., Tiefenbacher, J. P., Cerda, A., Biggs, T., Pradhan, B., Ngo, P. T. T. and Collins, A. L. 2020. A novel ensemble computational intelligence approach for the spatial prediction of land subsidence susceptibility . Science of the Total Environment. 726, p. 138595. https://doi.org/10.1016/j.scitotenv.2020.138595

A comparison of machine learning models for the mapping of groundwater spring potential

A - Papers appearing in refereed journals
Al-Fugara, A., Pourghasemi, H. R., Al-Shabeeb, A. R., Habib, M., Al-Adamat, R., Al-Amoush, H. and Collins, A. L. 2020. A comparison of machine learning models for the mapping of groundwater spring potential. Environmental Earth Sciences. 79, p. 206. https://doi.org/10.1007/s12665-020-08944-1

Spatial and Temporal Stability of Weed Patches in Cereal Fields under Direct Drilling and Harrow Tillage

A - Papers appearing in refereed journals
Izquierdo, J., Milne, A. E., Recasens, J., Royo-Esnal, A., Torra, J., Webster, R. and Baraibar, B. 2020. Spatial and Temporal Stability of Weed Patches in Cereal Fields under Direct Drilling and Harrow Tillage. Agronomy. 10 (4), p. 452. https://doi.org/10.3390/agronomy10040452

Gully erosion spatial modelling - Role of machine learning algorithms in selection of the best controlling factors and modelling process

A - Papers appearing in refereed journals
Pourghasemi, H. R., Sadhasivam, N., Kariminejad, N. and Collins, A. L. 2020. Gully erosion spatial modelling - Role of machine learning algorithms in selection of the best controlling factors and modelling process. Geoscience Frontiers. https://doi.org/10.1016/j.gsf.2020.03.005