SAS-H: Systems Modelling

TitleSAS-H: Systems Modelling
TypeResearch cluster

Outputs

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Climate Factors Contribute to Grassland Net Primary Productivity

A - Papers appearing in refereed journals
Richter, G. M. and Topp, C. F. E. 2021. Climate Factors Contribute to Grassland Net Primary Productivity. Agronomy. 11 (6), p. 1076. https://doi.org/10.3390/agronomy11061076

A case study on the effects of data temporal resolution on the simulation of water flux extremes using a process-based model at the grassland field scale

A - Papers appearing in refereed journals
Wu, L., Curceac, S., Atkinson, Peter, Milne, A. E. and Harris, P. 2021. A case study on the effects of data temporal resolution on the simulation of water flux extremes using a process-based model at the grassland field scale. Agricultural Water Management. 255, p. 107049. https://doi.org/10.1016/j.agwat.2021.107049

Long term simulations of macronutrients (C, N and P) in UK freshwaters

A - Papers appearing in refereed journals
Bell, V. A., Naden, P. S., Tipping, E., Davies, H. N., Carnell, E., Davies, J. A. C., Dore, A. J., Dragosits, U., Lapworth, D. J., Muhammed, S. E., Quninton, J. N., Stuart, M., Tomilinson, S., Wang, L., Whitmore, A. P. and Wu, L. 2021. Long term simulations of macronutrients (C, N and P) in UK freshwaters. Science of the Total Environment. 776, p. 145813. https://doi.org/10.1016/j.scitotenv.2021.145813

The nutritional quality of cereals varies geospatially in Ethiopia and Malawi

A - Papers appearing in refereed journals
Gashu, D., Nalivata, P. C., Amede, T., Ander, E. L., Bailey, E. H., Botoman, L., Chagumaira, C., Gameda, S., Haefele, S. M., Hailu, K., Joy, E. J. M., Kalimbira, A. A., Kumssa, D. B., Lark, R. M., Ligowe, I. S., McGrath, S. P., Milne, A. E., Mossa, A. W., Munthali, M., Towett, E. K., Walsh, M. G., Wilson, L., Young, S. D. and Broadley, M. R. 2021. The nutritional quality of cereals varies geospatially in Ethiopia and Malawi. Nature. 594, pp. 71-76. https://doi.org/10.1038/s41586-021-03559-3

Defining Integrated Weed Management: A Novel Conceptual Framework for Models

A - Papers appearing in refereed journals
Storkey, J., Helps, J., Hull, R. I., Milne, A. E. and Metcalfe, H. 2021. Defining Integrated Weed Management: A Novel Conceptual Framework for Models. Agronomy. 11 (4), p. 747. https://doi.org/10.3390/agronomy11040747

Modelling the Interactions of Soils, Climate, and Management for Grass Production in England and Wales

A - Papers appearing in refereed journals
Giannitsopoulos, M. L., Burgess, P. J., Richter, G. M., Bell, M. J., Topp, C. F. E., Ingram, J. and Takahashi, T. 2021. Modelling the Interactions of Soils, Climate, and Management for Grass Production in England and Wales. Agronomy. 11 (4), p. 677. https://doi.org/10.3390/agronomy11040677

Effects of grazing management on spatio-temporal heterogeneity of soil carbon and greenhouse gas emissions of grasslands and rangelands: Monitoring, assessment and scaling-up

A - Papers appearing in refereed journals
Wang, J., Li, Y., Bork, E. W., Richter, G. M., Chen, C., Hamid, S., Shah, H. and Mezbahuddin, S. 2021. Effects of grazing management on spatio-temporal heterogeneity of soil carbon and greenhouse gas emissions of grasslands and rangelands: Monitoring, assessment and scaling-up. Journal of Cleaner Production. 288 (15 March), p. 125737. https://doi.org/10.1016/j.jclepro.2020.125737

Local impacts of climate change on winter wheat in Great Britain

A - Papers appearing in refereed journals
Putelat, T., Whitmore, A. P., Senapati, N. and Semenov, M. A. 2021. Local impacts of climate change on winter wheat in Great Britain. Royal Society Open Science. 8 (6), p. 201669. https://doi.org/10.1098/rsos.201669

Relationship between soil carbon sequestration and the ability of soil aggregates to transport dissolved oxygen

A - Papers appearing in refereed journals
Zhang, X., Gregory, A. S., Whalley, W. R., Coleman, K., Neal, A. L., Bacq-Labreuil, A., Mooney, S. J., Crawford, J. W., Soga, K. and Illangasekare, T. H. 2021. Relationship between soil carbon sequestration and the ability of soil aggregates to transport dissolved oxygen. Geoderma. 403, p. 115370. https://doi.org/10.1016/j.geoderma.2021.115370

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

Artificial neural networks for monitoring network optimisation—a practical example using a national insect survey

A - Papers appearing in refereed journals
Bourhis, Y., Bell, J. R., Van Den Bosch, F. and Milne, A. E. 2021. Artificial neural networks for monitoring network optimisation—a practical example using a national insect survey. Environmental Modelling and Software. 135, p. 104925. https://doi.org/10.1016/j.envsoft.2020.104925

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

Novel integrated agricultural land management approach provides sustainable biomass feedstocks for bioplastics and supports the UK’s ‘net-zero’ target.

A - Papers appearing in refereed journals
Ni, Y., Richter, G. M., Mwabonje, O. N., Qi, A., Patel, M. K. and Woods, J. 2020. Novel integrated agricultural land management approach provides sustainable biomass feedstocks for bioplastics and supports the UK’s ‘net-zero’ target. Environmental Research Letters. 16 (1), p. 014023. https://doi.org/10.1088/1748-9326/abcf79

Geospatial and statistical interpretation of lineaments: salinity intrusion in the Kribi-Campo coastland of Cameroon

A - Papers appearing in refereed journals
Aretouyap, Z., Billa, L., Jones , M. and Richter, G. M. 2020. Geospatial and statistical interpretation of lineaments: salinity intrusion in the Kribi-Campo coastland of Cameroon. Advances in space research. 66 (4), pp. 844-853. https://doi.org/10.1016/j.asr.2020.05.002

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

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

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

Spatial prediction of the concentration of selenium (Se) in grain across part of Amhara Region, Ethiopia

A - Papers appearing in refereed journals
Milne, A. E., Gashu, D., Lark, R. M., Ameded, T., Bailey, E. H., Chagumaira, C., Dunham, S. J., Gameda, S., Kumssa, D. B., Mossa, A. W., Walsh, M. G., Wilson, L., Young, S. D., Ander, E. L., Joy, M. R. B. ., McGrath, S. P. and Broadley, M. 2020. Spatial prediction of the concentration of selenium (Se) in grain across part of Amhara Region, Ethiopia. Science of the Total Environment. 733, p. 139231. https://doi.org/10.1016/j.scitotenv.2020.139231

Using Functional Traits to Model Annual Plant Community Dynamics

A - Papers appearing in refereed journals
Metcalfe, H., Milne, A. E., Deledalle, F. and Storkey, J. 2020. Using Functional Traits to Model Annual Plant Community Dynamics. Ecology. 101 (11), p. e03167. https://doi.org/10.1002/ecy.3167

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

UK aphid migration percentiles, covariates and model outputs from the Rothamsted Insect Survey's 12.2 m suction-trap network: 1965 to 2018

N - Datasets
Bourhis, Y., Bell, J. R., Van Den Bosch, F. and Milne, A. E. 2020. UK aphid migration percentiles, covariates and model outputs from the Rothamsted Insect Survey's 12.2 m suction-trap network: 1965 to 2018. Rothamsted Research. https://doi.org/10.23637/rothamsted.979yv

LINGRA-N Grassland Management Tool

J - Computer programs
Giannitsopoulos, M., Burgess, P., Richter, G. M., Bell, M., Topp, C. F. E., Ingram, J. and Takahashi, T. 2020. LINGRA-N Grassland Management Tool. https://doi.org/10.17862/cranfield.rd.11359613

An evaluation of automated GPD threshold selection methods for hydrological extremes across different scales

A - Papers appearing in refereed journals
Curceac, S., Atkinson, P. M., Milne, A. E., Wu, L. and Harris, P. 2020. An evaluation of automated GPD threshold selection methods for hydrological extremes across different scales. Journal of Hydrology. 585, p. 124845. https://doi.org/10.1016/j.jhydrol.2020.124845

Above- and below-ground assessment of carabid community responses to crop type and tillage

A - Papers appearing in refereed journals
Jowett, K., Milne, A. E., Garrett, D., Potts, S. G., Senapathi, D. and Storkey, J. 2020. Above- and below-ground assessment of carabid community responses to crop type and tillage. Agricultural and Forest Entomology. https://doi.org/10.1111/afe.12397

Soil as an Extended Composite Phenotype of the Microbial Metagenome

A - Papers appearing in refereed journals
Neal, A. L., Bacq-Labreuil, A., Zhang, X., Clark, I. M., Coleman, K., Mooney, S. J., Ritz, K. and Crawford, J. W. 2020. Soil as an Extended Composite Phenotype of the Microbial Metagenome. Scientific Reports. 10, p. 10649. https://doi.org/10.1038/s41598-020-67631-0

Optimizing multifunctional agroecosystems in irrigated dryland agriculture to restore soil carbon – experiments and model

A - Papers appearing in refereed journals
Giongo, V., Coleman, K., Da Silva Santanac, M., Monteiro Salviano, A., Olszveskid, N., Whitmore, A. P. and Richter, G. M. 2020. Optimizing multifunctional agroecosystems in irrigated dryland agriculture to restore soil carbon – experiments and model. Science of the Total Environment. p. 138072. https://doi.org/10.1016/j.scitotenv.2020.138072

Model-based optimisation of agricultural profitability and nutrient management: a practical approach for dealing with issues of scale

A - Papers appearing in refereed journals
Milne, A. E., Coleman, K., Todman, L. C. and Whitmore, A. P. 2020. Model-based optimisation of agricultural profitability and nutrient management: a practical approach for dealing with issues of scale. Environmental Monitoring And Assessment. 192, p. 730. https://doi.org/10.1007/s10661-020-08699-z

What makes or breaks a campaign to stop an invading plant pathogen?

A - Papers appearing in refereed journals
Milne, A., Gottwald, T., Parnell, S. R., Alonso Chavez, V. and Vandenbosch, F. 2020. What makes or breaks a campaign to stop an invading plant pathogen? PLOS Computational Biology. 16 (2), p. e1007570. https://doi.org/10.1371/journal.pcbi.1007570

The Effect of Different Organic Fertilizers on Yield and Soil and Crop Nutrient Concentrations

A - Papers appearing in refereed journals
Thomas, C. L., Acquah, G., Whitmore, A. P., McGrath, S. P. and Haefele, S. M. 2019. The Effect of Different Organic Fertilizers on Yield and Soil and Crop Nutrient Concentrations. Agronomy. 9 (12), p. 776. https://doi.org/10.3390/agronomy9120776

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

Multi-objective optimization as a tool to identify possibilities for future agricultural landscapes

A - Papers appearing in refereed journals
Todman, L. C., Coleman, K., Milne, A. E., Gil, J. D. B., Reidsma, P., Schwoob, M-H., Treyer, S. and Whitmore, A. P. 2019. Multi-objective optimization as a tool to identify possibilities for future agricultural landscapes. Science of the Total Environment. 687 (15 October), pp. 535-545. https://doi.org/10.1016/j.scitotenv.2019.06.070

Exploring future food provision scenarios for China

A - Papers appearing in refereed journals
Ma, L., Bai, Z., Ma, M., Guo, M., Jiang, R., Liu, J., Oenema, O., Velthof, G. L., Whitmore, A. P., Crawford, J. W., Dobermann, A., Schwoob, M. and Zhang, F. 2019. Exploring future food provision scenarios for China. Environmental Science & Technology. 53 (3), pp. 1385-1393. https://doi.org/10.1021/acs.est.8b04375

Assessing availability and greenhouse gas emissions of lignocellulosic biomass feedstock supply - case study for a catchment in England

A - Papers appearing in refereed journals
Ni, Y., Richter, G. M. and Qi, A. 2019. Assessing availability and greenhouse gas emissions of lignocellulosic biomass feedstock supply - case study for a catchment in England. Biofuels. 13 (3), pp. 568-581. https://doi.org/10.1002/bbb.1966

Optimizing the bioenergy water footprint by selecting SRC willow canopy phenotypes: regional scenario simulations

A - Papers appearing in refereed journals
Richard, B., Richter, G. M., Cerasuolo, M. and Shield, I. F. 2019. Optimizing the bioenergy water footprint by selecting SRC willow canopy phenotypes: regional scenario simulations. Annals of Botany. 124 (4), pp. 531-542. https://doi.org/10.1093/aob/mcz006

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

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

Modelling the effect of spatially variable soil properties on the distribution of weeds

A - Papers appearing in refereed journals
Metcalfe, H., Milne, A. E., Coleman, K., Murdoch, A. J. and Storkey, J. 2019. Modelling the effect of spatially variable soil properties on the distribution of weeds. Ecological Modelling. 396 (24 March), pp. 1-11. https://doi.org/10.1016/j.ecolmodel.2018.11.002

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

Sustainable Development Goal 2: improved targets and indicators for agriculture and food security

A - Papers appearing in refereed journals
Juliana Dias Bernandes Gil, Pytrik Reidsma, Ken Giller, Lindsay Todman, Whitmore, A. P. and Martin van Ittersum 2019. Sustainable Development Goal 2: improved targets and indicators for agriculture and food security . AMBIO: A Journal of the Human Environment. 48 (7), pp. 685-698. https://doi.org/10.1007/s13280-018-1101-4

Soil bulk density impacts on root water potential and ABA export in drying soil

A - Papers appearing in refereed journals
Donaldson, S., Dodd, I. C. and Whitmore, A. P. 2018. Soil bulk density impacts on root water potential and ABA export in drying soil. Acta Horticulturae. 1197 (1197), pp. 15-22. https://doi.org/10.17660/ActaHortic.2018.1197.3

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