Intelligent Data Ecosystems

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

Outputs

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Linking small-scale flight manoeuvers and density profiles to the vertical movement of insects in the nocturnal stable boundary layer

A - Papers appearing in refereed journals
Wainwright, C. E., Reynolds, D. R. and Reynolds, A. M. 2020. Linking small-scale flight manoeuvers and density profiles to the vertical movement of insects in the nocturnal stable boundary layer. Scientific Reports. 10, p. 1019. https://doi.org/10.1038/s41598-020-57779-0

Epigenetic patterns within the haplotype phased fig (Ficus carica L.) genome

A - Papers appearing in refereed journals
Usai, G., Mascagni, F., Giordani, T., Vangelisti, A., Bose, E., Zuccolo, A., Ceccarelli, M., King, R., Hassani-Pak, K., Zambrano, L. S., Cavallini, A. and Natali, L. 2020. Epigenetic patterns within the haplotype phased fig (Ficus carica L.) genome. The Plant Journal. https://doi.org/10.1111/tpj.14635

Do bumblebees have signatures? Demonstrating the existence of a speed-curvature power law in Bombus terrestris locomotion patterns.

A - Papers appearing in refereed journals
James, L., Davies, T. G. E., Lim, K. S. and Reynolds, A. M. 2020. Do bumblebees have signatures? Demonstrating the existence of a speed-curvature power law in Bombus terrestris locomotion patterns. PLOS ONE. 15 (1), p. e0226393. https://doi.org/10.1371/journal.pone.0226393

PHI-base - the Pathogen–Host Interactions database

A - Papers appearing in refereed journals
Urban, M., Cuzick, A., Seager, J., Wood, V., Rutherford, K., De Silva, N., Venkatesh, S. Y, Martinez, M. C., Pedro, H., Yates, A. D., Hassani-Pak, K. and Hammond-Kosack, K. E. 2020. PHI-base - the Pathogen–Host Interactions database . Nucleic Acids Research. 48 (Database issue D1), pp. D613-D620. https://doi.org/10.1093/nar/gkz904

Changes of oxygen isotope values of soil P pools associated with changes in soil pH

A - Papers appearing in refereed journals
Pfahler, V., Macdonald, A. J., Mead, A., Smith, A. C., Tamburini, F., Blackwell, M. S. A. and Granger, S. J. 2020. Changes of oxygen isotope values of soil P pools associated with changes in soil pH. Scientific Reports. 10 (2065). https://doi.org/10.1038/s41598-020-59103-2

A roadmap for gene functional characterisation in wheat

A - Papers appearing in refereed journals
Adamski, N. M., Borril, P., Brinton, J., Harrington​, S. A., Marchal, C., Bentley, A. R., Bovill, W. D., Cattivelli, L., Cockram, J., Contreras-Moreira, B., Ford, B., Ghosh, S., Harwood, W., Hassani-Pak, K., Hayta, S., Hickey, L. T., Kanyuka, K., King, J., Maccaferri, M., Naamati, G., Pozniak, C. J., Ramirez-Gonzalez, R. H., Sansaloni, C., Trevaskis, B., Wingen, L. U., Wulff, B. B. H. and Uauy​, C. 2019. A roadmap for gene functional characterisation in wheat. PeerJ. 7, p. e26877v2. https://doi.org/10.7287/peerj.preprints.26877v2

A Co-Expression Network in Hexaploid Wheat Reveals Mostly Balanced Expression and Lack of Significant Gene Loss of Homeologous Meiotic Genes Upon Polyploidization

A - Papers appearing in refereed journals
Alabdullah AK., Borrill, P., Martin, AC., Ramirez-Gonzalez, RH., Hassani-Pak, K., Uauy, C., Shaw, P. and Moore, G. 2019. A Co-Expression Network in Hexaploid Wheat Reveals Mostly Balanced Expression and Lack of Significant Gene Loss of Homeologous Meiotic Genes Upon Polyploidization. Frontiers in Plant Science. 10 (1325), p. 24pp. https://doi.org/10.3389/fpls.2019.01325

PHI-Nets: A Network Resource for Ascomycete Fungal Pathogens to Annotate and Identify Putative Virulence Interacting Proteins and siRNA Targets

A - Papers appearing in refereed journals
Janowska-Seja, E. I., Lysenko, A., Urban, M., Rawlings, C. J., Toska, S. and Hammond-Kosack, K. E. 2019. PHI-Nets: A Network Resource for Ascomycete Fungal Pathogens to Annotate and Identify Putative Virulence Interacting Proteins and siRNA Targets. Frontiers in Microbiology. 10 (2721). https://doi.org/10.3389/fmicb.2019.02721

On the emergence of gravitational-like forces in insect swarms

A - Papers appearing in refereed journals
Reynolds, A. M. 2019. On the emergence of gravitational-like forces in insect swarms. Journal of the Royal Society Interface. 16 (160), p. 20190404. https://doi.org/10.1098/rsif.2019.0404

Land management and microbial seed load effect on rhizosphere and endosphere bacterial community assembly in wheat

A - Papers appearing in refereed journals
Kavamura, V. N., Robinson, R. J., Hayat, R., Clark, I. M., Hughes, D. J., Rossmann, M., Hirsch, P. R., Mendes, R. and Mauchline, T. H. 2019. Land management and microbial seed load effect on rhizosphere and endosphere bacterial community assembly in wheat. Frontiers in Microbiology. 10 (2625). https://doi.org/10.3389/fmicb.2019.02625

Investigating vertical motion of small insects in the atmospheric boundary layer using millimetre-wavelength radar and Doppler LIDAR

Conference paper
Wainwright, C. E., Stepanian, P. M., Reynolds, D. R. and Reynolds, A. M. 2019. Investigating vertical motion of small insects in the atmospheric boundary layer using millimetre-wavelength radar and Doppler LIDAR. Institution of Engineering and Technology. https://doi.org/10.1049/joe.2019.0596

Fertilizer produced from abattoir waste can contribute to phosphorus sustainability, and biofortify crops with minerals

A - Papers appearing in refereed journals
Darch, T., Dunn, R. M., Guy, A., Hawkins, J. M. B., Ash, M., Frimpong, K. A. and Blackwell, M. S. A. 2019. Fertilizer produced from abattoir waste can contribute to phosphorus sustainability, and biofortify crops with minerals. PLOS ONE. 14 (9), p. e0221647. https://doi.org/10.1371/journal.pone.0221647

Species matter when considering landscape effects on carabid distributions

A - Papers appearing in refereed journals
Jowett, K., Milne, A. E., Metcalfe, H., Hassall, K. L., Potts, S. G., Senapathi, D. and Storkey, J. 2019. Species matter when considering landscape effects on carabid distributions. Agriculture, Ecosystems & Environment. 285 (2019), p. 106631. https://doi.org/10.1016/j.agee.2019.106631

Journal of animal breeding and genetics

A - Papers appearing in refereed journals
Thompson, R. 2019. Journal of animal breeding and genetics . 136 (4), pp. 229-309.

Insights into Pasteurellaceae carriage dynamics in the nasal passages of healthy beef calves

A - Papers appearing in refereed journals
Lee, M. R. F., Bailey, M., Mead, A., Morales-Aza, B., Reynolds, R., Vipond, B., Finn, A., Eisler, M.C. and Thomas, A.C. 2019. Insights into Pasteurellaceae carriage dynamics in the nasal passages of healthy beef calves. Scientific Reports. 9 (11943), p. 11943. https://doi.org/10.1038/s41598-019-48007-5

Gradients of Gluten Proteins and Free Amino Acids along the Longitudinal Axis of the Developing Caryopsis of Bread Wheat

A - Papers appearing in refereed journals
Shi, Z., Wang, Y., Wan, Y., Hassall, K. L., Jiang, D., Shewry, P. R. and Hawkesford, M. J. 2019. Gradients of Gluten Proteins and Free Amino Acids along the Longitudinal Axis of the Developing Caryopsis of Bread Wheat . Journal of Agricultural and Food Chemistry - JAFC. 67 (31), pp. 8706-8714. https://doi.org/10.1021/acs.jafc.9b02728

Phosphorus Use Efficiency and Fertilizers: future opportunities for improvements

A - Papers appearing in refereed journals
Blackwell, M. S. A., Darch, T. and Haslam, R. P. 2019. Phosphorus Use Efficiency and Fertilizers: future opportunities for improvements. Frontiers of Agricultural Science and Engineering - FASE. 6 (4), pp. 332-340. https://doi.org/10.15302/J-FASE-2019274

Contrasting gene expression patterns in grain of high and low asparagine wheat genotypes in response to sulphur supply

A - Papers appearing in refereed journals
Curtis, T., Raffan, S., Wan, Y., King, R., Gonzalez-Uriarte, A. and Halford, N. G. 2019. Contrasting gene expression patterns in grain of high and low asparagine wheat genotypes in response to sulphur supply. BMC Genomics. 20, p. 628. https://doi.org/10.1186/s12864-019-5991-8

Simultaneous Quantification of Soil Phosphorus Labile Pool and Desorption Kinetics Using DGTs and 3D-DIFS

A - Papers appearing in refereed journals
Menezes-Blackburn, D., Sun, J., Lehto, N. J., Zhang, H., Strutter, M., Giles, C. D., Darch, T., George, T. S., Shand, C., Lumsdon, D., Blackwell, M. S. A., Wearing, C., Cooper, P., Wendler, R., Brown, L., Al-Kasbi, M. and Haygarth, P. M. 2019. Simultaneous Quantification of Soil Phosphorus Labile Pool and Desorption Kinetics Using DGTs and 3D-DIFS. Environmental Science & Technology. 53 (12), pp. 6718-6728. https://doi.org/10.1021/acs.est.9b00320

Mechanical spectroscopy of insect swarms

A - Papers appearing in refereed journals
Van der Vaart, K., Sinhuber, M., Reynolds, A. M. and Ouellette, N.T. 2019. Mechanical spectroscopy of insect swarms. Science Advances. 5 (7), p. eaaw9305. https://doi.org/10.1126/sciadv.aaw9305

Basic LEUCINE ZIPPER TRANSCRIPTION FACTOR 67 transactivates DELAY OF GERMINATION 1 to establish primary seed dormancy in Arabidopsis

A - Papers appearing in refereed journals
Bryant, F. M., Hughes, D. J., Hassani-Pak, K. and Eastmond, P. J. 2019. Basic LEUCINE ZIPPER TRANSCRIPTION FACTOR 67 transactivates DELAY OF GERMINATION 1 to establish primary seed dormancy in Arabidopsis. The Plant Cell. https://doi.org/10.1105/tpc.18.00892

Multiple abiotic stress, nitrate availability and the growth of wheat

A - Papers appearing in refereed journals
Ge, Y., Hawkesford, M. J., Rosolem, C. A., Mooney, S. J., Ashton, R. W., Evans, J. and Whalley, W. R. 2019. Multiple abiotic stress, nitrate availability and the growth of wheat . Soil & Tillage Research. 191 (August), pp. 171-184. https://doi.org/10.1016/j.still.2019.04.005

Desert island papers-a life in variance parameter and quantitative genetic parameter estimation reviewed using sixteen papers

A - Papers appearing in refereed journals
Thompson, R. 2019. Desert island papers-a life in variance parameter and quantitative genetic parameter estimation reviewed using sixteen papers. Journal of Animal Breeding and Genetics. 136 (4), pp. 230-242. https://doi.org/10.1111/jbg.12400

The contribution of spatial mass effects to plant diversity in arable fields

A - Papers appearing in refereed journals
Metcalfe, H., Hassall, K. L., Boinot, S. and Storkey, J. 2019. The contribution of spatial mass effects to plant diversity in arable fields . Journal of Applied Ecology. 56 (3), pp. 1-15. https://doi.org/10.1111/1365-2664.13414

On the origin of the tensile strength of insect swarms

A - Papers appearing in refereed journals
Reynolds, A. M. 2019. On the origin of the tensile strength of insect swarms. Physical Biology. 16 (4), p. 046002. https://doi.org/10.1088/1478-3975/ab12b9

Effects of soybean oil supplements to diets of lactating dairy cows, on productive performance, and milk fat acids profile: a meta-analysis

A - Papers appearing in refereed journals
Mahdavi, A., Mahdavi, A., Darabighane, B., Mead, A. and Lee, M. R. F. 2019. Effects of soybean oil supplements to diets of lactating dairy cows, on productive performance, and milk fat acids profile: a meta-analysis. Italian Journal of Animal Science. https://doi.org/10.1080/1828051X.2019.1585211

Harmonic radar tracking reveals random dispersal pattern of bumblebee (Bombus terrestris) queens after hibernation

A - Papers appearing in refereed journals
Makinson, J. C., Woodgate, J. L., Reynolds, A. M., Capaldi, E. A., Perry, C. J. and Chittka, L. 2019. Harmonic radar tracking reveals random dispersal pattern of bumblebee (Bombus terrestris) queens after hibernation. Scientific Reports. 9 (4651). https://doi.org/10.1038/s41598-019-40355-6

Yield responses of arable crops to liming - An evaluation of relationships between yields and soil pH from a long-term liming experiment

A - Papers appearing in refereed journals
Holland, J. E., White, P. J., Glendining, M. J., Goulding, K. W. T. and McGrath, S. P. 2019. Yield responses of arable crops to liming - An evaluation of relationships between yields and soil pH from a long-term liming experiment. European Journal of Agronomy. 105 (April), pp. 176-188. https://doi.org/10.1016/j.eja.2019.02.016

ACE: Application for Conditional probability Elicitation

J - Computer programs
Hassall, K. L. 2019. ACE: Application for Conditional probability Elicitation. GitHub Rothamsted Research. https://doi.org/10.5281/zenodo.2563239

Facilitating the elicitation of beliefs for use in Bayesian Belief modelling

A - Papers appearing in refereed journals
Hassall, K. L., Dailey, A. G., Zawadzka, J., Milne, A. E., Harris, J. A., Corstanje, R. and Whitmore, A. P. 2019. Facilitating the elicitation of beliefs for use in Bayesian Belief modelling. Environmental Modelling and Software. 122, p. 104539. https://doi.org/10.1016/j.envsoft.2019.104539

Short-term air temperature forecasting using Nonparametric Functional Data Analysis and SARMA models

A - Papers appearing in refereed journals
Curceac, S., Ternynck, C., Ouarda, T. B. M. J, Chebana, F. and Niang, S. D. 2019. Short-term air temperature forecasting using Nonparametric Functional Data Analysis and SARMA models. Environmental Modelling and Software. 111, pp. 394-408. https://doi.org/10.1016/j.envsoft.2018.09.017

Accounting for data sparsity when forming spatially coherent zones

A - Papers appearing in refereed journals
Hassall, K. L., Whitmore, A. P. and Milne, A. E. 2019. Accounting for data sparsity when forming spatially coherent zones. Applied Mathematical Modelling. 72 (August), pp. 537-552. https://doi.org/10.1016/j.apm.2019.03.030

Calcium Exerts a Strong Influence upon Phosphohydrolase Gene Abundance and Phylogenetic Diversity in Soil

A - Papers appearing in refereed journals
Neal, A. L. and Glendining, M. L. 2019. Calcium Exerts a Strong Influence upon Phosphohydrolase Gene Abundance and Phylogenetic Diversity in Soil. Soil Biology and Biochemistry. 139 (December), p. 107613. https://doi.org/10.1016/j.soilbio.2019.107613

The relationships between seedling root screens, root growth in the field and grain yield for wheat

A - Papers appearing in refereed journals
Bai, C., Ge, Y., Ashton, R. W., Evans, J., Milne, A. E., Hawkesford, M. J., Whalley, W. R., Parry, M. A. J., Melichar, J., Feuerhelm, D., Bansept, P. and Bartsch, M. 2019. The relationships between seedling root screens, root growth in the field and grain yield for wheat . Plant and Soil. https://doi.org/10.1007/s11104-019-04088-9

The challenges of using satellite data sets to assess historical land use change and associated greenhouse gas emissions: a case study of three Indonesian provinces

A - Papers appearing in refereed journals
van Beijma, S., Chatterton, J., Page, S., Rawlings, C. J., Tiffin, R. and King. H. 2018. The challenges of using satellite data sets to assess historical land use change and associated greenhouse gas emissions: a case study of three Indonesian provinces. Carbon Management. 9, pp. 399-413. https://doi.org/10.1080/17583004.2018.1511383

Understanding the Relative Impacts of Climate Change on Crop Production using Data from the Rothamsted Long-Term Experiments

F - Theses
Addy, J. 2018. Understanding the Relative Impacts of Climate Change on Crop Production using Data from the Rothamsted Long-Term Experiments. F - Theses University of Reading CAS

Abstracts of Presentations at ICPP2018: Analysis of Fusarium graminearum pangenome

C1 - Edited contributions to conferences/learned societies
Machado, A., King, R., Urban, M., Del Ponte, E. M., Tessmann, D. J., Kanyuka, K. and Hammond-Kosack, K. E. 2018. Abstracts of Presentations at ICPP2018: Analysis of Fusarium graminearum pangenome. International Congress of Plant Pathology (ICPP) 2018. Boston, USA 29 Jul 2018 American Phytopathological Society (APS). https://doi.org/10.1094/PHYTO-108-10-S1.1

Reemplazo de una pradera permanente y su efecto en el primer año en una lechería comercial

A - Papers appearing in refereed journals
Rivero-Viera, J., Orr, R. J., Coumbe, J., Willson, B., Evans, J. and Lee, M. R. F. 2018. Reemplazo de una pradera permanente y su efecto en el primer año en una lechería comercial . Agro Sur. 46 (1), pp. 3-12. https://doi.org/10.4206/agrosur.2018.v46n1-02

More on midges

A - Papers appearing in refereed journals
Reynolds, A. M. 2018. More on midges. Physics World. 31 (3), pp. 25-25. https://doi.org/10.1088/2058-7058/31

Estimating the variance for heterogeneity in arm-based network meta-analysis

A - Papers appearing in refereed journals
Piepho, H.-P., Madden, L. V., Roger, J., Payne, R. W. and Williams, E. R. 2018. Estimating the variance for heterogeneity in arm-based network meta-analysis. Pharmaceutical Statistics. 17 (3), pp. 264-277. https://doi.org/10.1002/pst.1857

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