SAS-H: Systems Modelling
| Title | SAS-H: Systems Modelling |
|---|---|
| Type | Research cluster |
Outputs
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Comparing the effect of different sample conditions and spectral libraries on the prediction accuracy of soil properties from near- and mid-infrared spectra at the field-scale
A - Papers appearing in refereed journals
Breure, T. S., Prout, J. M., Haefele, S. M., Milne, A. E., Hannam, J. A., Moreno-Rojas, S. and Corstanje, R. 2022. Comparing the effect of different sample conditions and spectral libraries on the prediction accuracy of soil properties from near- and mid-infrared spectra at the field-scale. Soil & Tillage Research. 215, p. 105196. https://doi.org/10.1016/j.still.2021.105196
The role of community-supported agriculture in building health and sustainability into UK diets: a mixed methods study
A - Papers appearing in refereed journals
Mills, S., Furness, E., Clear, A. K., Finnigan, S. M., Meador, J. E., Milne, A. E., Sharp, R. T. and Bellamy, A. S. 2021. The role of community-supported agriculture in building health and sustainability into UK diets: a mixed methods study. Lancet. 398 (Supplement 2), p. S68. https://doi.org/10.1016/S0140-6736(21)02611-8
The role of community-supported agriculture in building health and sustainability into UK diets: a mixed methods study
A - Papers appearing in refereed journals
Mills, S., Furness, E., Clear, A. K., Finnigan, S. M., Meador, E., Milne, A. E., Sharp, R. T. and Bellamy, A. S. 2021. The role of community-supported agriculture in building health and sustainability into UK diets: a mixed methods study. Lancet. 398 (1 Nov 21), pp. S68-68. https://doi.org/10.1016/S0140-6736(21)02611-8
Maximizing realized yield by breeding for disease tolerance: A case study for Septoria tritici blotch
A - Papers appearing in refereed journals
Van Den Bosch, F., Smith, J., Wright, P., Milne, A. E., Van Den Berg, F., Kock-Appelgren, P., Foulkes, J. and Paveley, N. 2021. Maximizing realized yield by breeding for disease tolerance: A case study for Septoria tritici blotch. Plant Pathology. https://doi.org/10.1111/ppa.13509
High-yielding forage grass cultivars increase root biomass and soil organic carbon stocks compared with mixed-species permanent pasture in temperate soil
A - Papers appearing in refereed journals
Gregory, A. S., Joynes, A., Dixon, E. R., Beaumont, D. A., Murray, P. J., Humphreys, M. W., Richter, G. M. and Dungait, J. A. J. 2021. High-yielding forage grass cultivars increase root biomass and soil organic carbon stocks compared with mixed-species permanent pasture in temperate soil. European Journal of Soil Science. https://doi.org/10.1111/ejss.13160
Elucidating the performance of hybrid models for predicting extreme water flow events through variography and wavelet analyses
A - Papers appearing in refereed journals
Curceac, S., Milne, A. E., Atkinson, P. M., Wu, L. and Harris, P. 2021. Elucidating the performance of hybrid models for predicting extreme water flow events through variography and wavelet analyses. Journal of Hydrology. 598 (July), p. 126442. https://doi.org/10.1016/j.jhydrol.2021.126442
Modelling in cassava production and pest management under biotic and abiotic constraints
A - Papers appearing in refereed journals
Alonso Chavez, V., Milne, A. E., Van Den Bosch, F., Pita, J. and Mcquaid, C. F. 2021. Modelling in cassava production and pest management under biotic and abiotic constraints. Plant Molecular Biology. https://doi.org/10.1007/s11103-021-01170-8
Simulating cropping sequences using earth observation data
A - Papers appearing in refereed journals
Sharp, R. T., Henrys, P. A., Jarvis, S. G., Whitmore, A. P., Milne, A. E., Coleman, K., Mohankumar, S. E. P. and Metcalfe, H. 2021. Simulating cropping sequences using earth observation data. Computers and Electronics in Agriculture. 188, p. 106330. https://doi.org/10.1016/j.compag.2021.106330
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