Intelligent Data Ecosystems

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

Outputs

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Construction of a generalised farm typology to aid selection, targeting and scaling of on farm research

A - Papers appearing in refereed journals
Hassall, K. L., Baudron, F., MacLaren, C., Cairns, J. E., Ndhlela, T., McGrath, S. P., Nyagumbo, I. and Haefele, S. M. 2023. Construction of a generalised farm typology to aid selection, targeting and scaling of on farm research. Computers and Electronics in Agriculture. 212, p. 108074. https://doi.org/10.1016/j.compag.2023.108074

Current data and modeling bottlenecks for predicting crop yields in the United Kingdom

A - Papers appearing in refereed journals
Corcoran, E., Afshar, M., Curceac, S., Lashkari, A., Raza, M. M., Ahnert, S., Mead, A. and Morris, R. 2023. Current data and modeling bottlenecks for predicting crop yields in the United Kingdom. Frontiers in Sustainable Food Systems. 7, p. 1023169. https://doi.org/10.3389/fsufs.2023.1023169

Effect of pasture composition in cattle grazed systems on soil properties and nutrient cycling: impact on herbage, soil and cattle excreta

N - Datasets
Darch, T., McAuliffe, G., Le Cocq, K., Horrocks, C. A., Segura, C., Griffith, B. A., Harris, P., Hood, J., Joynes, A., Lopez, M., Takahashi, T., Lee, M. R. F. and Cardenas, L. M. 2023. Effect of pasture composition in cattle grazed systems on soil properties and nutrient cycling: impact on herbage, soil and cattle excreta. Rothamsted Research. https://doi.org/10.23637/rothamsted.98x4z

Comparative compositions of grain of tritordeum, durum wheat and bread wheat grown in multi-environment trials

A - Papers appearing in refereed journals
Shewry, P. R., Brouns, F., Dunn, J., Hood, J., Burridge, A. J., America, A. H. P., Gilissen, L., Proos-Huijsmans, Z. A. M., Van Straaten, J. P., Jonkers, D., Lazzeri, P. A., Ward, J. L. and Lovegrove, A. 2023. Comparative compositions of grain of tritordeum, durum wheat and bread wheat grown in multi-environment trials. Food Chemistry. 423 (15 Oct), p. 136312. https://doi.org/10.1016/j.foodchem.2023.136312

Predicting intercrop competition, facilitation, and productivity from simple functional traits

A - Papers appearing in refereed journals
Maclaren, C., Waswa, W., Aliyu, K. T., Claessens, L., Mead, A., Schob, C., Vanlauwe, B. and Storkey, J. 2023. Predicting intercrop competition, facilitation, and productivity from simple functional traits. Field Crops Research. 297 (1 June), p. 108926. https://doi.org/10.1016/j.fcr.2023.108926

Earlier collapse of Anthropocene ecosystems driven by multiple faster and noisier drivers

A - Papers appearing in refereed journals
Willcock, S., Cooper, G. S., Addy, J. and Dearing, J. A. 2023. Earlier collapse of Anthropocene ecosystems driven by multiple faster and noisier drivers. Nature Sustainability. 6, p. 1331–1342. https://doi.org/10.1038/s41893-023-01157-x

Agrochemicals interact - synergistically to increase bee mortality - addendum

A - Papers appearing in refereed journals
Siviter, H., Bailes, E. J., Martin, C. D., Oliver, T. R., Koricheva, J., Leadbeater, E. and Brown, M. J. F. 2023. Agrochemicals interact - synergistically to increase bee mortality - addendum. Nature. 617, pp. E7-E9. https://doi.org/10.1038/s41586-023-05997-7

Design of Agricultural Field Experiments Accounting for both Complex Blocking Structures and Network Effects

A - Papers appearing in refereed journals
Koutra, V., Gilmour, S. G., Parker, B. M. and Mead, A. 2023. Design of Agricultural Field Experiments Accounting for both Complex Blocking Structures and Network Effects. Journal of Agricultural Biological and Environmental Statistics. 28 (3), p. 526–548. https://doi.org/10.1007/s13253-023-00544-3

Banker Plant Bonuses? The Benefits and Risks of Including Brassicas in Field Margins to Promote Conservation Biocontrol of Specialist Pests in Oilseed Rape

A - Papers appearing in refereed journals
Skellern, M. P., Clark, S. J., Ferguson, A. W., Watts, N. P. and Cook, S. M. 2023. Banker Plant Bonuses? The Benefits and Risks of Including Brassicas in Field Margins to Promote Conservation Biocontrol of Specialist Pests in Oilseed Rape. Insects. 14 (4), p. 349. https://doi.org/10.3390/insects14040349

Soil carbon dioxide (CO2) fluxes in permanent upslope pasture and downslope riparian buffers with varying vegetation

A - Papers appearing in refereed journals
Dlamini, J., Tesfamariam, E. H., Dunn, R., Hood, J., Hawkins, J. M. B., Blackwell, M. S. A., Collins, A. L. and Cardenas, L. M. 2023. Soil carbon dioxide (CO2) fluxes in permanent upslope pasture and downslope riparian buffers with varying vegetation. Journal of Plant Nutrition and Soil Science. 186 (4), pp. 406-416. https://doi.org/10.1002/jpln.202100292

Comparison of lipid profiles in the faeces of beef cattle fed three common temperate grass silage diets and their relevance to dietary composition

A - Papers appearing in refereed journals
Elayadeth-Meethal, M., Rivero, M. J., Mead, A., Lee, M. R. F. and Misselbrook, T. H. 2023. Comparison of lipid profiles in the faeces of beef cattle fed three common temperate grass silage diets and their relevance to dietary composition. Journal Of Animal And Feed Sciences. 32 (4), pp. 427-437. https://doi.org/10.22358/jafs/166079/2023

Long-term trends in yield variance of temperate managed grassland

A - Papers appearing in refereed journals
Macholdt, J., Hadasch, S., Macdonald, A. J., Perryman, S. A. M., Piepho, H., Scott, T., Styczen, M. E. and Storkey, J. 2023. Long-term trends in yield variance of temperate managed grassland. Agronomy for Sustainable Development - ASD. 43 (3), p. 37. https://doi.org/10.1007/s13593-023-00885-w

Fungal plant pathogen "mutagenomics" reveals tagged and untagged mutations in Zymoseptoria tritici and identifies SSK2 as key morphogenesis and stress-responsive virulence factor

A - Papers appearing in refereed journals
Blyth, H., Smith, D., King, R., Bayon, C., Ashfield, T., Walpole, H., Venter, E., Kanyuka, K. and Rudd, J. J. 2023. Fungal plant pathogen "mutagenomics" reveals tagged and untagged mutations in Zymoseptoria tritici and identifies SSK2 as key morphogenesis and stress-responsive virulence factor. Frontiers in Plant Science. 14, p. 1140824. https://doi.org/10.3389/fpls.2023.1140824

Spectral soil analysis for fertilizer recommendations by coupling with QUEFTS for maize in East Africa: A sensitivity analysis

A - Papers appearing in refereed journals
Hassall, K. L., Gashaw-Asrat, T., Haefele, S. M. and Breure, T. 2023. Spectral soil analysis for fertilizer recommendations by coupling with QUEFTS for maize in East Africa: A sensitivity analysis. Geoderma. 432, p. 116397. https://doi.org/10.1016/j.geoderma.2023.116397

A sublethal concentration of Sulfoxaflor has minimal impact on buff-tailed bumblebee (Bombus terrestris) locomotor behaviour under aversive conditioning

A - Papers appearing in refereed journals
James, L., Reynolds, A. M., Mellor, I. R. and Davies, T. G. E. 2023. A sublethal concentration of Sulfoxaflor has minimal impact on buff-tailed bumblebee (Bombus terrestris) locomotor behaviour under aversive conditioning. Toxics. 11 (3), p. 279. https://doi.org/10.3390/toxics11030279

The value of volunteer surveillance for the early detection of biological invaders

A - Papers appearing in refereed journals
Van Den Bosch, F., McRoberts, N., Bourhis, Y., Parnell, S. and Hassall, K. L. 2023. The value of volunteer surveillance for the early detection of biological invaders. Journal of Theoretical Biology. 560, p. 111385. https://doi.org/10.1016/j.jtbi.2022.111385

Evidence of collaborative opportunities to ensure long-term sustainability in African farming

A - Papers appearing in refereed journals
El-Fartassi, I., Milne, A. E., El Alami, R., Rafiqi, M., Hassall, K. L., Waine, T., Zawadzka, J., Diarra, A. and Corstanje, R. 2023. Evidence of collaborative opportunities to ensure long-term sustainability in African farming. Journal of Cleaner Production. 392, p. 136170. https://doi.org/10.1016/j.jclepro.2023.136170

The complete genome assemblies of 19 insect pests of worldwide importance to agriculture

A - Papers appearing in refereed journals
King, R., Buer, B., Davies, T. G. E., Ganko, E., Guest, M., Hassani-Pak, K., Hughes, D. J., Raming, K., Rawlings, C. J., Williamson, M. S., Crossthwaite, A., Nauen, R. and Field, L. M. 2023. The complete genome assemblies of 19 insect pests of worldwide importance to agriculture. Pesticide Biochemistry and Physiology. 191, p. 105339. https://doi.org/10.1016/j.pestbp.2023.105339

Field assessment of genome edited, low asparagine wheat: Europe's first CRISPR wheat field trial.

A - Papers appearing in refereed journals
Raffan, S., Oddy, J., Mead, A., Barker, G., Curtis, T. Y., Usher, S. L., Burt, C. and Halford, N. G. 2023. Field assessment of genome edited, low asparagine wheat: Europe's first CRISPR wheat field trial. Plant Biotechnology Journal. 21 (6), pp. 1097-1099. https://doi.org/10.1111/pbi.14026

Stochasticity may generate coherent motion in bird flocks

A - Papers appearing in refereed journals
Reynolds, A. M. 2023. Stochasticity may generate coherent motion in bird flocks . Physical Biology. 20 (2), p. 025002. https://doi.org/10.1088/1478-3975/acbad7

Swarm formation as backward diffusion

A - Papers appearing in refereed journals
Reynolds, A. M. and Ouellette, N. T. 2023. Swarm formation as backward diffusion. Physical Biology. 20 (2), p. 026002. https://doi.org/10.1088/1478-3975/acb986

Performance and enteric methane emissions from housed beef cattle fed silage produced on pastures with different forage profiles

A - Papers appearing in refereed journals
Meo-Filho, P., Hood, J., Lee, M. R. F., Fleming, H. R., Elayadeth-Meethal, M. and Misselbrook, T. H. 2023. Performance and enteric methane emissions from housed beef cattle fed silage produced on pastures with different forage profiles. Animal. 17 (4), p. 100726. https://doi.org/10.1016/j.animal.2023.100726

The uptake of selenium by perennial ryegrass in soils of different organic matter contents receiving sheep excreta

A - Papers appearing in refereed journals
Kao, P-T., Buss, H. L., McGrath, S. P., Darch, T., Warren, H. E. and Lee, M. R. F. 2023. The uptake of selenium by perennial ryegrass in soils of different organic matter contents receiving sheep excreta. Plant and Soil. 486, pp. 639-659. https://doi.org/10.1007/s11104-023-05898-8

Combined pangenomics and transcriptomics reveals core and redundant virulence processes in a rapidly evolving fungal plant pathogen

A - Papers appearing in refereed journals
Chen, H., King, R., Smith, D., Bayon, C., Ashfield, T., Torriani, S., Kanyuka, K., Hammond-Kosack, K. E., Bieri, S. and Rudd, J. J. 2023. Combined pangenomics and transcriptomics reveals core and redundant virulence processes in a rapidly evolving fungal plant pathogen. BMC Biology. 21, p. 24. https://doi.org/10.1186/s12915-023-01520-6

Water chemistry of combined surface and subsurface runoff from the North Wyke Farm Platform, with hydrologically isolated catchments sown with different pasture types.

N - Datasets
Granger, S. J., Quincke, J. A., Carswell, A. M., Olde, L., Darch, T., Peukert, S., Horrocks, C. A., Dixon, E. R., Collins, A. L., Blackwell, M. S. A., Murray, P. J., Dungait, J. A. J. and Harris, P. 2023. Water chemistry of combined surface and subsurface runoff from the North Wyke Farm Platform, with hydrologically isolated catchments sown with different pasture types. Rothamsted Research. https://doi.org/10.23637/rothamsted.98v27

Movement of micro- and macronutrients from sheep excreta to grass and leachate via soil

N - Datasets
Kao, P-T., Darch, T., Warren, H., McGrath, S. P., Buss, H.L. and Lee, M. R. F. 2023. Movement of micro- and macronutrients from sheep excreta to grass and leachate via soil. Rothamsted Research. https://doi.org/10.23637/rothamsted.98v24

Response of soil health indicators to dung, urine and mineral fertilizer application in temperate pastures

A - Papers appearing in refereed journals
Segura, C., Horrocks, C. A., Lopez-Aizpun, M., Blackwell, M. S. A., Darch, T., Hood, J., Le Cocq, K., McAuliffe, G., Lee, M. R. F. and Cardenas, L. M. 2023. Response of soil health indicators to dung, urine and mineral fertilizer application in temperate pastures. Journal of Environmental Management. 330, p. 117096. https://doi.org/10.1016/j.jenvman.2022.117096

Reducing dietary acrylamide exposure from wheat products through crop management and imaging

A - Papers appearing in refereed journals
Oddy, J., Addy, J., Mead, A., Hall, C., Mackay, C., Ashfield, T., Mcdiarmid, F., Curtis, T. Y., Raffan, S., Wilkinson, M. D., Elmore, J. S., Cryer, N., Moreira de Almeida, I. and Halford, N. G. 2023. Reducing dietary acrylamide exposure from wheat products through crop management and imaging. Journal of Agricultural and Food Chemistry - JAFC. 71 (7), pp. 3403-3413. https://doi.org/10.1021/acs.jafc.2c07208

Spaces between insects in laboratory swarms move like insects in natural swarms

A - Papers appearing in refereed journals
Reynolds, A. M. 2023. Spaces between insects in laboratory swarms move like insects in natural swarms. EPL. 141 (1), p. 17001. https://doi.org/10.1209/0295-5075/acab7c

Linking Legacies: Realising the Potential of the Rothamsted Long-Term Agricultural Experiments

B - Book chapters etc edited externally
Ostler, R., Glendining, M. J. and Perryman, S. A. M. 2023. Linking Legacies: Realising the Potential of the Rothamsted Long-Term Agricultural Experiments. in: Williamson, H. F. and Leonelli, S. (ed.) Towards Responsible Plant Data Linkage: Data Challenges for Agricultural Research and Development Springer. pp. 125-147

Genetic control of grain amino acid composition in a UK soft wheat mapping population

A - Papers appearing in refereed journals
Oddy, J., Chhetry, M., Awal, R., Addy, J., Wilkinson, M. D., Smith, D., King, R., Hall, C., Testa, R., Murray, E., Raffan, S., Curtis, T. Y., Wingen, L., Griffiths, S., Berry, S., Elmore, S. J., Cryer, N., Moreira de Almeida, I. and Halford, N. G. 2023. Genetic control of grain amino acid composition in a UK soft wheat mapping population. The Plant Genome. 16 (4), p. e20335. https://doi.org/10.1002/tpg2.20335

Arable soil nitrogen dynamics reflect organic inputs via the extended composite phenotype

A - Papers appearing in refereed journals
Neal, A. L., Barrat, H., Bacq-Lebreuil, A., Qin, Y., Zhang, X., Takahashi, T., Rubio, V., Hughes, D. J., Clark, I. M., Cardenas, L. M., Gardiner, L., Krishna, R., Glendining, M. J., Ritz, K., Mooney, S. and Crawford, J. W. 2023. Arable soil nitrogen dynamics reflect organic inputs via the extended composite phenotype. Nature Food. 4, pp. 51-60. https://doi.org/10.1038/s43016-022-00671-z

Early Detection and Spread of Tomato Powdery Mildew (TPM) in Commercial Greenhouses

A - Papers appearing in refereed journals
Sokolidi, A., Webster, R., Milne, A. E., Clark, S. J., Clarkson, J., Bielik M., Morley, P. and West, J. S. 2022. Early Detection and Spread of Tomato Powdery Mildew (TPM) in Commercial Greenhouses. Phytopathology. 112 (11), pp. 49-49.

Multi-tier archetypes to characterise British landscapes, farmland and farming practices

A - Papers appearing in refereed journals
Goodwin, C. E. D., Butikofer, L., Hatfield, J. H., Evans, P. M., Bullock, J. M., Storkey, J., Mead, A., Richter, G. M., Henrys, P. A., Pywell, R. F. and Redhead, J. W. 2022. Multi-tier archetypes to characterise British landscapes, farmland and farming practices. Environmental Research Letters. 17 (9), p. 095002. https://doi.org/10.1088/1748-9326/ac810e

Combined pangenomics and transcriptomics reveals core and redundant virulence processes in a rapidly evolving fungal plant pathogen

N - Datasets
Chen, H., King, R., Smith, D., Bayon, C., Ashfield, T., Torriani, S., Kanyuka, K., Hammond-Kosack, K. E., Bieri, S. and Rudd, J. J. 2022. Combined pangenomics and transcriptomics reveals core and redundant virulence processes in a rapidly evolving fungal plant pathogen. Rothamsted Research. https://doi.org/10.23637/rothamsted.98q90

The effect of soil type on yield and micronutrient content of pasture species

A - Papers appearing in refereed journals
Darch, T., Blackwell, M. S. A., Hood, J., Lee, M. R. F., Storkey, J., Beaumont, D. A. and McGrath, S. P. 2022. The effect of soil type on yield and micronutrient content of pasture species. PLOS ONE. 17 (11), p. e0277091. https://doi.org/10.1371/journal.pone.0277091

Quantifying inherent predictability and spatial synchrony in the aphid vector Myzus persicae - field-scale patterns of abundance and regional forecasting error in the UK

A - Papers appearing in refereed journals
Bell, J. R., Clark, S. J., Stevens, M. and Mead, A. 2022. Quantifying inherent predictability and spatial synchrony in the aphid vector Myzus persicae - field-scale patterns of abundance and regional forecasting error in the UK. Pest Management Science. p. 7292. https://doi.org/10.1002/ps.7292

Proanthocyanidin Biosynthesis in the Developing Wheat Seed Coat Investigated by Chemical and RNA-seq Analysis

A - Papers appearing in refereed journals
Phillips, A. L., Vaughan, S., Baker, J., Primavesi, L. F., Patil, A., King, R., Hassani-Pak, K., Kulasekaran, S., Coghill, J., Ward, J. L. and Huttly, A. K. 2022. Proanthocyanidin Biosynthesis in the Developing Wheat Seed Coat Investigated by Chemical and RNA-seq Analysis. Plant Direct. 6 (10), p. e453. https://doi.org/10.1002/pld3.453

Novel molecules and target genes for vegetative heat tolerance in wheat

A - Papers appearing in refereed journals
Rose, T., Wilkinson, M. D., Lowe, C., Xu, J., Hughes, D. J., Hassall, K. L., Hassani-Pak, K., Amberkar, S., Noleto-Dias, C., Ward, J. L. and Heuer, S. 2022. Novel molecules and target genes for vegetative heat tolerance in wheat. Plant Environmental Interactions. 3 (6), pp. 264-289. https://doi.org/10.1002/pei3.10096

Early Detection and Spread of Tomato Powdery Mildew (TPM) in Commercial Greenhouses

Conference poster
Sokolidi, A., Webster, R., Milne, A. E., Clark, S. J., Clarkson, J., Bielik M., Morley, P. and West, J. S. 2022. Early Detection and Spread of Tomato Powdery Mildew (TPM) in Commercial Greenhouses. APS AGM - Plant Health 2022. Pittsburgh, Pennsylvania, USA 06 Aug 2022