Intelligent Data Ecosystems

TitleIntelligent Data Ecosystems
TypeScience Department
InstituteRothamsted Research
HeadChris Baker
Executive AssistantSally Murdoch

Outputs

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Cerebrospinal fluid proteome shows disrupted neuronal development in multiple sclerosis

A - Papers appearing in refereed journals
Mosleth, E. F., Vedeler, C. A., Liland, K. H., Mcleod, A., Bringeland, G. H., Kroondijk, L., Berven, F. S., Lysenko, A., Rawlings, C. J., Eid, K. E-H., Opsahl, J. A., Gjertsen, B. T., Myhr, K-M. and Gavasso, S. 2021. Cerebrospinal fluid proteome shows disrupted neuronal development in multiple sclerosis. Scientific Reports. 11, p. 4087. https://doi.org/10.1038/s41598-021-82388-w

Optimising storage conditions and processing of sheep urine for nitrogen cycle and gaseous emission measurements from urine patches

A - Papers appearing in refereed journals
Charteris, A., Marsden, K. A., Evans, J., Barrat, H., Loick, N., Jones, D. L., Chadwick, D. R. and Cardenas, L. M. 2021. Optimising storage conditions and processing of sheep urine for nitrogen cycle and gaseous emission measurements from urine patches. Scientific Reports. 11, p. 12116. https://doi.org/10.1038/s41598-021-91498-4

Contrasting Responses of Rhizosphere Bacterial, Fungal, Protist and Nematode Communities to Nitrogen Fertilisation and Crop Genotype in Field Grown Oilseed Rape (Brassica napus)

A - Papers appearing in refereed journals
Picot, E., Hale, C. C., Hilton, S., Teakle, G. R., Schafer, H., Huang, Y-J., Perryman, S. A. M., West, J. S. and Bending, G. D. 2021. Contrasting Responses of Rhizosphere Bacterial, Fungal, Protist and Nematode Communities to Nitrogen Fertilisation and Crop Genotype in Field Grown Oilseed Rape (Brassica napus). Frontiers in Sustainable Food Systems. 5 (article), p. 613269. https://doi.org/10.3389/fsufs.2021.613269

Agricultural intensification and climate change have increased the threat from weeds

A - Papers appearing in refereed journals
Storkey, J., Mead, A., Addy, J. and Macdonald, A. J. 2021. Agricultural intensification and climate change have increased the threat from weeds. Global Change Biology. 118 (2), p. e2002548117. https://doi.org/10.1111/gcb.15585

Plant Available Zinc Is Influenced by Landscape Position in the Amhara Region, Ethiopia

A - Papers appearing in refereed journals
Desta, M. K., Broadley, M. R., McGrath, S. P., Hernandez-Allica, J., Hassall, K. L., Gameda. S., Amede. T. and Haefele, S. M. 2021. Plant Available Zinc Is Influenced by Landscape Position in the Amhara Region, Ethiopia. Plants - Basel. 10 (2), p. 254. https://doi.org/10.3390/plants10020254

Scale-free movement patterns in termites emerge from social interactions and preferential attachments

A - Papers appearing in refereed journals
Paiva, L. R., Marins, A., Cristaldo, P. F., Ribeiro, D., Alves, S. G., Reynolds, A. M., DeSouza, O. and Miramontes, O. 2021. Scale-free movement patterns in termites emerge from social interactions and preferential attachments. Proceedings of the National Academy of Sciences. 118 (20), p. e2004369118. https://doi.org/10.1073/pnas.2004369118

Reproducing analysis of Sirius model simulations of wheat yields, 1892-2016

J - Computer programs
Addy, J., Semenov, M. A. and Mead, A. 2021. Reproducing analysis of Sirius model simulations of wheat yields, 1892-2016.

Simulated wheat yields from Sirius, 1892-2016

N - Datasets
Addy, J., Semenov, M. A. and Mead, A. 2021. Simulated wheat yields from Sirius, 1892-2016.

An equation of state for insect swarms

A - Papers appearing in refereed journals
Sinhuber, M., Van der Vaart, K., Yenchia, F., Reynolds, A. M. and Ouellette, N.T. 2021. An equation of state for insect swarms. Scientific Reports. 11 (3773). https://doi.org/10.1038/s41598-021-83303-z

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

The Outstanding Scientist, R.A. Fisher: His Views on Eugenics and Race

A - Papers appearing in refereed journals
Bodmer, W., Bailey, R. A., Charlesworth, B., Eyre-Walker, A., Farewell, V., Mead, A. and Senn, S. 2021. The Outstanding Scientist, R.A. Fisher: His Views on Eugenics and Race. Heredity. https://doi.org/10.1038/s41437-020-00394-6

Microbiome Aggregated Traits and Assembly are More Sensitive to Soil Management than Diversity

A - Papers appearing in refereed journals
Neal, A. L., Hughes, D. J., Clark, I. M., Jansson, J. K. and Hirsch, P. R. 2021. Microbiome Aggregated Traits and Assembly are More Sensitive to Soil Management than Diversity. mSystems. 6 (3), pp. e01056-20. https://doi.org/10.1128/mSystems.01056-20

Reduced free asparagine in wheat grain resulting from a natural deletion of TaASNB2: investigating and exploiting diversity in the asparagine synthetase gene family to improve wheat quality

A - Papers appearing in refereed journals
Oddy, J., Alarcon-Reverte, R., Wilkinson, M. D., Ravet, K., Raffan, S., Minter, A., Mead, A., Elmore, J. S., Moreira de Almeida, I., Cryer, N., Halford, N. G. and Pearce, S. 2021. Reduced free asparagine in wheat grain resulting from a natural deletion of TaASNB2: investigating and exploiting diversity in the asparagine synthetase gene family to improve wheat quality. BMC Plant Biology. 21 (1), p. 302. https://doi.org/10.1186/s12870-021-03058-7

Wheat with greatly reduced accumulation of free asparagine in the grain, produced by CRISPR/Cas9 editing of asparagine synthetase gene TaASN2

A - Papers appearing in refereed journals
Raffan, S., Sparks, C. A., Huttly, A. K., Hyde, L., Martignago, D., Mead, A., Hanley, S. J., Wilkinson, P., Barker, G., Edwards, K. J., Curtis, T. Y., Usher, S. L., Kosik, O. and Halford, N. G. 2021. Wheat with greatly reduced accumulation of free asparagine in the grain, produced by CRISPR/Cas9 editing of asparagine synthetase gene TaASN2 . Plant Biotechnology Journal. 19 (8), pp. 1602-1613. https://doi.org/10.1111/pbi.13573

The impact of weather and increased atmospheric CO2 from 1892 to 2016 on simulated yields of UK wheat

A - Papers appearing in refereed journals
Addy, J. W. G., Ellis, R.H., Macdonald, A. J., Semenov, M. A. and Mead, A. 2021. The impact of weather and increased atmospheric CO2 from 1892 to 2016 on simulated yields of UK wheat. Journal of the Royal Society Interface. 18 (179), p. 20210250. https://doi.org/10.1098/rsif.2021.0250

KnetMiner: a comprehensive approach for supporting evidence-based gene discovery and complex trait analysis across species

A - Papers appearing in refereed journals
Hassani-Pak, K., Singh, A., Brandizi, M., Hearnshaw, J., Parsons, J. D., Amberkar, S., Phillips, A. L., Doonan, J. H. and Rawlings, C. J. 2021. KnetMiner: a comprehensive approach for supporting evidence-based gene discovery and complex trait analysis across species. Plant Biotechnology Journal. https://doi.org/10.1111/pbi.13583

Resolving the identification of weak-flying insects during flight: a coupling between rigorous data processing and biology

A - Papers appearing in refereed journals
Hassall, K. L., Dye, A., Potamitis, I and Bell, J. R. 2021. Resolving the identification of weak-flying insects during flight: a coupling between rigorous data processing and biology. Agricultural and Forest Entomology. https://doi.org/10.1111/afe.12453

Gene-based mapping of trehalose biosynthetic pathway genes reveals association with source- and sink-related yield traits in a spring wheat panel

A - Papers appearing in refereed journals
Lyra, D. H., Griffiths, C. A., Watson, A., Joynson, R., Molero, G., Igna, A. A., Hassani-Pak, K., Reynolds, M. P., Hall, A. and Paul, M. J. 2021. Gene-based mapping of trehalose biosynthetic pathway genes reveals association with source- and sink-related yield traits in a spring wheat panel. Food and Energy Security. p. e292. https://doi.org/10.1002/fes3.292

Wheat amino acid transporters highly expressed in grain cells regulate amino acid accumulation in grain

A - Papers appearing in refereed journals
Wan, Y., Wang, Y., Shi, Z., Rentsch, D., Ward, J. L., Hassall, K. L., Sparks, C. A., Huttly, A. K., Buchner, P. H., Powers, S. J., Shewry, P. R. and Hawkesford, M. J. 2021. Wheat amino acid transporters highly expressed in grain cells regulate amino acid accumulation in grain. PLOS ONE. 16 (2), p. e0246763. https://doi.org/10.1371/journal.pone.0246763

Using a meta-analysis approach to understand complexity in soil biodiversity and phosphorus acquisition in plants

A - Papers appearing in refereed journals
Mezeli, M. M., Page, S., George, T. S., Neilson, R., Mead, A., Blackwell, M. S. A. and Haygarth, P. M. 2020. Using a meta-analysis approach to understand complexity in soil biodiversity and phosphorus acquisition in plants. Soil Biology and Biochemistry. 142, p. 107695. https://doi.org/10.1016/j.soilbio.2019.107695

Data Study Group Network Final Report: Rothamsted Research

A - Papers appearing in refereed journals
Breure, T., Carmona, C. U., Ellisck, S., Evans, B., Fahmi, A., Haefele, S. M., Hassall, K. L., Loning, M., Ruiz, D. P., Shchepanovska, D. and Thomas, C. L. 2020. Data Study Group Network Final Report: Rothamsted Research. Data Study Group Network Final Report: Rothamsted Research. Zenodo. https://doi.org/10.5281/zenodo.3775489

Intrinsic stochasticity and the emergence of collective behaviours in insect swarms

A - Papers appearing in refereed journals
Reynolds, A. M. 2020. Intrinsic stochasticity and the emergence of collective behaviours in insect swarms. European Physical Journal E. 44 (2), p. 22. https://doi.org/10.1140/epje/s10189-021-00040-x

Production of Phosphorus Fertiliser from Abattoir and Other Industrial Wastes

A - Papers appearing in refereed journals
Blackwell, M. S. A., Darch, T. and Dunn, R. 2020. Production of Phosphorus Fertiliser from Abattoir and Other Industrial Wastes. Proceedings of the International Fertiliser Society. 847, pp. 1-24.

Using a meta-analysis approach to understand complexity in soil biodiversity and phosphorous acquisition in plants

A - Papers appearing in refereed journals
Mezeli, M. M., Page, S., George, T. S., Neilson, R., Mead, A., Blackwell, M. S. A. and Haygarth, P. M. 2020. Using a meta-analysis approach to understand complexity in soil biodiversity and phosphorous acquisition in plants. Soil Biology and Biochemistry. 142, p. 107695. https://doi.org/10.1016/j/soilbio.2019.107695

The impact of drought and rewetting on N2O emissions from soil in temperate and Mediterranean climates

A - Papers appearing in refereed journals
Barrat, H., Evans, J., Chadwick, D. R., Clark, I. M., Le Cocq, K. and Cardenas, L. M. 2020. The impact of drought and rewetting on N2O emissions from soil in temperate and Mediterranean climates. European Journal of Soil Science. https://doi.org/10.1111/ejss.13015

The Wheat GENIE3 Network Provides Biologically-Relevant Information in Polyploid Wheat

A - Papers appearing in refereed journals
Harrington, S. A., Backhaus, A. E., Singh, A., Hassani-Pak, K. and Uauy, C. 2020. The Wheat GENIE3 Network Provides Biologically-Relevant Information in Polyploid Wheat. G3: Genes, Genomes, Genetics. 10 (10), pp. 3675-3686. https://doi.org/10.1534/g3.120.401436

The contribution of fiber components to water absorption of wheat grown in the UK

A - Papers appearing in refereed journals
Lovegrove, A., Wood, A., Hassall, K. L., Howes, L., Poole, M, Tosie, P. and Shewry, P. R. 2020. The contribution of fiber components to water absorption of wheat grown in the UK. Cereal chemistry. 97 (5), pp. 940-948. https://doi.org/10.1002/cche.10316

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

A carbohydrate-binding protein, B-GRANULE CONTENT 1, influences starch granule size distribution in a dose-dependent manner in polyploid wheat

A - Papers appearing in refereed journals
Chia, T., Chirico, M., King, R., Ramirez-Gonzalez, R., Saccomanno, B., Seung, D., Simmonds, J., Trick, M., Uauy, C., Verhoeven, T. and Trafford, K. 2020. A carbohydrate-binding protein, B-GRANULE CONTENT 1, influences starch granule size distribution in a dose-dependent manner in polyploid wheat. Journal of Experimental Botany. 71 (1), pp. 105-115. https://doi.org/10.1093/jxb/erz405

The Mineral Composition of Wild Type and Cultivated Varieties of Pasture Species

A - Papers appearing in refereed journals
Darch, T., McGrath, S. P., Lee, M. R. F., Beaumont, D. A., Blackwell, M. S. A., Horrocks, C. A., Evans, J. and Storkey, J. 2020. The Mineral Composition of Wild Type and Cultivated Varieties of Pasture Species. Agronomy. 10 (10), p. 1463. https://doi.org/10.3390/agronomy10101463

Extracted features from opto-acoustic audio recordings of aphids and beetles

N - Datasets
Hassall, K. L., Dye, A. and Bell, J. R. 2020. Extracted features from opto-acoustic audio recordings of aphids and beetles. Rothamsted Research. https://doi.org/10.23637/rothamsted.981w8

Opto-acoustic audio recordings of aphids and beetles

N - Datasets
Hassall, K. L., Dye, A. and Bell, J. R. 2020. Opto-acoustic audio recordings of aphids and beetles. Rothamsted Research. https://doi.org/10.23637/rothamsted.981w7

Do modern types of wheat have lower quality for human health?

A - Papers appearing in refereed journals
Shewry, P. R., Hassall, K. L., Grausgruber, H., Andersson, A., Lampi, A-M., Piironen, V., Ward, J. L. and Lovegrove, A. 2020. Do modern types of wheat have lower quality for human health? Nutrition Bulletin. 45 (4), pp. 362-373. https://doi.org/10.1111/nbu.12461

Smart Armyworm Surveillance: Project Technical Report

D1 - Technical reports: non-confidential
Pearson, A. J., Bell, J. R., Subramanian, S. and Ouma, K. 2020. Smart Armyworm Surveillance: Project Technical Report. Harpenden Rothamsted Research.

Characterisation of bird cherry-oat aphid (Rhopalosiphum padi L.) behaviour and aphid host preference in relation to partially resistant and susceptible wheat landraces

A - Papers appearing in refereed journals
Singh, B., Simon, A. L., Halsey, K., Kurup, S., Clark, S. J. and Aradottir, G. I. 2020. Characterisation of bird cherry-oat aphid (Rhopalosiphum padi L.) behaviour and aphid host preference in relation to partially resistant and susceptible wheat landraces. Annals of Applied Biology - AAB. 177 (2), pp. 184-194. https://doi.org/10.1111/aab.12616

Factors influencing elemental micronutrient supply from pasture systems for grazing ruminants

A - Papers appearing in refereed journals
Kao, P.-T., Darch, T., McGrath, S. P., Kendall, N. R., Buss, H. L., Warren, H. and Lee, M. R. F. 2020. Factors influencing elemental micronutrient supply from pasture systems for grazing ruminants. Advances in Agronomy. 164, pp. 161-229. https://doi.org/10.1016/bs.agron.2020.06.004

Book review for Model-based Geostatistics in global public health

G - Articles in popular magazines and other technical publications
Hassall, K. L. 2020. Book review for Model-based Geostatistics in global public health. Biometrical Journal. https://doi.org/10.1002/bimj.202000175

Low protein wheat for bread making

D1 - Technical reports: non-confidential
Shewry, P. R., Wood, A. J., Hassall, K. L., Pellny, T. K., Riche, A. B., Hussain, A., Hawkesford, M. J., Griffiths, S., Penson, S., Tucker, G. and Baker, C. 2020. Low protein wheat for bread making. Agriculture and Horticulture Development Board.

Genetic variation in wheat grain quality is associated with differences in the galactolipid content of flour and the gas bubble properties of dough liquor

A - Papers appearing in refereed journals
Min, B., Salt, L., Wilde, P., Kosik, O., Hassall, K. L., Przewieslik-Allen, A., Burridge, A. J., Poole, M., Snape, J., Wingen, L., Haslam, R. P., Griffiths, S. and Shewry, P. R. 2020. Genetic variation in wheat grain quality is associated with differences in the galactolipid content of flour and the gas bubble properties of dough liquor. Food Chemistry. 60, p. 100093. https://doi.org/10.1016/j.fochx.2020.100093

Long-term agricultural research at Rothamsted

B - Book chapters etc edited externally
Macdonald, A. J., Poulton, P. R., Glendining, M. J. and Powlson, D. S. 2020. Long-term agricultural research at Rothamsted. in: Bhullar, G.S. and Riar, A. (ed.) Long-term Farming Systems Research - Ensuring Food Security in Changing Scenarios Academic Press Inc Elsevier Science. pp. 15-33