APSIM Kale appropriately simulates spring and autumn grown forage kale crops in Tasmania

Paper

Pembleton, K.G, Harrison, M.T., Rawnsley, R.P., Zykowski, R., Chakwizira, E., de Ruiter, J. and Johnstone, P.R.. 2015. "APSIM Kale appropriately simulates spring and autumn grown forage kale crops in Tasmania." 17th Australian Agronomy Conference 2015: Building Productive, Diverse and Sustainable Landscapes (AAC 2015). Hobart, Australia 20 - 24 Sep 2015 Australlia.
Paper/Presentation Title

APSIM Kale appropriately simulates spring and autumn grown forage kale crops in Tasmania

Presentation TypePaper
AuthorsPembleton, K.G, Harrison, M.T., Rawnsley, R.P., Zykowski, R., Chakwizira, E., de Ruiter, J. and Johnstone, P.R.
Journal or Proceedings TitleProceedings of the 17th Australian Agronomy Conference (AAC 2015)
Number of Pages4
Year2015
Place of PublicationAustrallia
Web Address (URL) of Paperhttp://www.agronomyaustraliaproceedings.org/images/sampledata/2015_Conference/pdf/agronomy2015final00235.pdf
Web Address (URL) of Conference Proceedingshttp://www.agronomyaustraliaproceedings.org/index.php/conference-2015-homepage/9-2015/560-2015indexalphaorder
Conference/Event17th Australian Agronomy Conference 2015: Building Productive, Diverse and Sustainable Landscapes (AAC 2015)
Event Details
17th Australian Agronomy Conference 2015: Building Productive, Diverse and Sustainable Landscapes (AAC 2015)
Parent
Building Productive, Diverse and Sustainable Landscapes
Event Date
20 to end of 24 Sep 2015
Event Location
Hobart, Australia
Abstract

Kale (Brassica oleracea var. acephala) is an important winter feed on many dairy farms in the temperate regions of Australia and New Zealand. A key challenge in lifting farm productivity and profitability is understanding the effects of biophysical factors on growth and development of this crop. Biophysical models help in this regard, and can be used to test new production practices, or identify efficiencies that can be gained over current agronomic practices. The objective of this study was to determine if the APSIM kale module appropriately simulated the growth and development of forage kale crops in Tasmania. The results of simulations using site-specific soil and climate data and crop management were compared with data collected from field experiments and commercial kale crops. Comparison of the modelled growth and leaf development to observations in the field showed the model appropriately represented both biomass accumulation and phenological development. Relationship between modelled and observed biomass (n = 35) explained 86% of the variation with a mean bias of -37kg DM/ha over the life of the crop. Relationship between modelled and observed number of leaves (n = 16) explained 93% of the variation with a mean bias of 0.4 leaves over the life of the crop. The APSIM kale module includes predictions of soil water and nitrogen use and once verified will allow more precise management scenarios to be tested and implemented for optimising productivity while minimising the environmental impact of dairy winter forage systems.

KeywordsBiophysical modelling; forage crops; dairy systems
Contains Sensitive ContentDoes not contain sensitive content
ANZSRC Field of Research 2020300205. Agricultural production systems simulation
Public Notes

Files associated with this item cannot be displayed due to copyright restrictions.

Byline AffiliationsUniversity of Tasmania
New Zealand Institute for Plant and Food Research Limited, New Zealand
Permalink -

https://research.usq.edu.au/item/yy602/apsim-kale-appropriately-simulates-spring-and-autumn-grown-forage-kale-crops-in-tasmania

Log in to edit
  • 51
    total views
  • 0
    total downloads
  • 0
    views this month
  • 0
    downloads this month

Export as

Related outputs

Evaluating the impact of weather forecasts on productivity and environmental footprint of irrigated maize production systems
Collins, Brian, Lai, Yunru, Grewer, Uwe G, Attard, Steve, Sexton, Justin and Pembleton, Keith G.. 2024. "Evaluating the impact of weather forecasts on productivity and environmental footprint of irrigated maize production systems." Science of the Total Environment. 954. https://doi.org/10.1016/j.scitotenv.2024.176368
Micro- and nanoplastics in agricultural soils: Assessing impacts and navigating mitigation
Seo, Yoonjung, Zhou, Zhezhe, Lai, Yunru, Chen, Guangnan, Pembleton, Keith, Wang, Shaobin, He, Ji-zheng and Song, Pingan. 2024. "Micro- and nanoplastics in agricultural soils: Assessing impacts and navigating mitigation." Science of the Total Environment. 931. https://doi.org/10.1016/j.scitotenv.2024.172951
Validating APSIM for the Northern Territory of Australia: An environment with challenging weather and soils
Pembleton, Keith G. and Radanielson, Ando M.. 2024. "Validating APSIM for the Northern Territory of Australia: An environment with challenging weather and soils." Agronomy Journal. 116 (3), pp. 1357-1370. https://doi.org/10.1002/agj2.21567
ADSS 2022 special edition
Pembleton, Keith and Barber, David. 2024. "ADSS 2022 special edition." Australasian Dairy Science Symposium 2022 (ADSS 2022). Twin Waters, Australia 30 Nov - 02 Dec 2022 Australia. CSIRO Publishing. https://doi.org/10.1071/ANv64n8_Prelims
Modelling of tropical pasture growth using DairyMod: Model parameterisation and validation across multiple environments
Jayasinghe, J.M.P., Pembleton, Keith G., Barber, David G., Donaghy, Daniel J. and Ramilan, Thiagarajah. 2024. "Modelling of tropical pasture growth using DairyMod: Model parameterisation and validation across multiple environments." European Journal of Agronomy. 156. https://doi.org/10.1016/j.eja.2024.127146
Long-term evaluation of pasture production, seasonality, and variability: An application of the DairyMod pasture model for three tropical species
Jayasinghe, J.M.P., Pembleton, Keith G., Donaghy, Daniel J., Ramilan, Thiagarajah and Barber, David G.. 2024. "Long-term evaluation of pasture production, seasonality, and variability: An application of the DairyMod pasture model for three tropical species." European Journal of Agronomy. 156. https://doi.org/10.1016/j.eja.2024.127103
Prospects for improving productivity and composition of mixed swards in semi-arid environments by separating species in drill rows – A review
Hayes, Richard C., Li, Guangdi D., Smith, Rowan W., Peoples, Mark B., Rawnsley, Richard P., Newell, Matthew T. and Pembleton, Keith G.. 2024. "Prospects for improving productivity and composition of mixed swards in semi-arid environments by separating species in drill rows – A review." Agriculture, Ecosystems and Environment. 373. https://doi.org/10.1016/j.agee.2024.109131
A cost-effective approach to estimate plant available water capacity
Gajurel, Suman, Lai, Yunru, Lobsey, Craig and Pembleton, Keith G.. 2024. "A cost-effective approach to estimate plant available water capacity." Geoderma. 442. https://doi.org/10.1016/j.geoderma.2024.116794
A Forage Allowance by Forage Type Interaction Impacts the Daily Milk Yield of Early Lactation Dairy Cows
Langworthy, Adam D., Freeman, Mark J., Hills, James L., McLaren, David K., Rawnsley, Richard P. and Pembleton, Keith G.. 2023. "A Forage Allowance by Forage Type Interaction Impacts the Daily Milk Yield of Early Lactation Dairy Cows." Animals. 13, pp. 1-18. https://doi.org/10.3390/ani13081406
Comparison of machine learning methods emulating process driven crop models
Johnston, David B., Pembleton, Keith G., Huth, Neil I. and Deo, Ravinesh C.. 2023. "Comparison of machine learning methods emulating process driven crop models ." Environmental Modelling and Software. 162. https://doi.org/10.1016/j.envsoft.2023.105634
Pattern recognition describing spatio-temporal drivers of catchment classification for water quality
O'Sullivan, Cherie M., Ghahramani, Afshin, Deo, Ravinesh C. and Pembleton, Keith G.. 2023. "Pattern recognition describing spatio-temporal drivers of catchment classification for water quality." Science of the Total Environment. 861, pp. 1-42. https://doi.org/10.1016/j.scitotenv.2022.160240
Suitability Evaluation of Three Tropical Pasture Species (Mulato II, Gatton Panic, and Rhodes Grass) for Cultivation under a Subtropical Climate of Australia
Jayasinghe, Priyanath, Donaghy, Daniel J., Barber, David G., Pembleton, Keith G. and Ramilan, Thiagarajah. 2022. "Suitability Evaluation of Three Tropical Pasture Species (Mulato II, Gatton Panic, and Rhodes Grass) for Cultivation under a Subtropical Climate of Australia." Agronomy. 12 (9), pp. 1-18.
Classification of catchments for nitrogen using Artificial Neural Network Pattern Recognition and spatial data
O'Sullivan, Cherie M., Ghahramani, Afshin, Deo, Ravinesh C., Pembleton, Keith, Khan, Urooj and Tuteja, Narendra. 2022. "Classification of catchments for nitrogen using Artificial Neural Network Pattern Recognition and spatial data." Science of the Total Environment. 809, pp. 1-15. https://doi.org/10.1016/j.scitotenv.2021.151139
Calibrating APSIM for forage sorghum using remote sensing and field data under sub-optimal growth conditions
Della Nave, Facundo N., Ojeda, Jonathan J., Irisarri, J. Gonzalo N., Pembleton, Keith, Oyarzabal, Mariano and Oesterheld, Martin. 2022. "Calibrating APSIM for forage sorghum using remote sensing and field data under sub-optimal growth conditions." Agricultural Systems. 201, pp. 1-14. https://doi.org/10.1016/j.agsy.2022.103459
Comparison of Nutritive Values of Tropical Pasture Species Grown in Different Environments, and Implications for Livestock Methane Production: A Meta-Analysis
Jayasinghe, Priyanath, Ramilan, Thiagarajah, Donaghy, Daniel J., Pembleton, Keith G. and Barber, David G.. 2022. "Comparison of Nutritive Values of Tropical Pasture Species Grown in Different Environments, and Implications for Livestock Methane Production: A Meta-Analysis." Animals. 12 (14), pp. 1-17. https://doi.org/10.3390/ani12141806
Consequences of changing spatial configuration at sowing in the transitions between crop and pasture phases
Hayes, Richard C., Newell, Matthew T., Swan, Anthony D., Peoples, Mark B., Pembleton, Keith G. and Li, Guangdi D.. 2022. "Consequences of changing spatial configuration at sowing in the transitions between crop and pasture phases." Journal of Agronomy and Crop Science. 208 (3), pp. 394-412. https://doi.org/10.1111/jac.12588
A forage brassica simulation model using APSIM: Model calibration and validation across multiple environments
Watt, Lucinda J., Bell, Lindsay W. and Pembleton, Keith G.. 2022. "A forage brassica simulation model using APSIM: Model calibration and validation across multiple environments." European Journal of Agronomy. 137, pp. 1-14. https://doi.org/10.1016/j.eja.2022.126517
Foreword: ADSS 2020 special edition
Pembleton, Keith and Barber, Dave. 2022. "Foreword: ADSS 2020 special edition." Australasian Dairy Science Symposium 2020 (ADSS 2020). 21 - 22 Jul 2020 Australia. CSIRO Publishing. https://doi.org/10.1071/AN22150
Will current rotational grazing management recommendations suit future intensive pastoral systems
Donaghy, Daniel J., Bryant, Racheal H., Cranston, Lydia M., Egan, Michael, Griffiths, Wendy M., Kay, Jane K., Pembleton, Keith G. and Tozer, Katherine N.. 2021. "Will current rotational grazing management recommendations suit future intensive pastoral systems." Journal of New Zealand Grasslands. 17, pp. 205-222. https://doi.org/10.33584/rps.17.2021.3464
Impacts of Effects of Deficit Irrigation Strategy on Water Use Efficiency and Yield in Cotton under Different Irrigation Systems
Shukr, Hanan H., Pembleton, Keith G., Zull, Andrew F. and Cockfield, Geoff J.. 2021. "Impacts of Effects of Deficit Irrigation Strategy on Water Use Efficiency and Yield in Cotton under Different Irrigation Systems." Agronomy. 11 (2), pp. 1-18. https://doi.org/10.3390/agronomy11020231
Sowing configuration affects competition and persistence of lucerne (Medicago sativa) in mixed pasture swards
Hayes, Richard C., Newell, Matthew T., Pembleton, Keith G., Peoples, Mark B. and Li, Guangdi D.. 2021. "Sowing configuration affects competition and persistence of lucerne (Medicago sativa) in mixed pasture swards." Crop and Pasture Science. 72 (9), pp. 707-722. https://doi.org/10.1071/CP20270
Queensland Archive of Agricultural Systems Modelling Data, Results and Outcomes
Pembleton, Keith. Queensland Archive of Agricultural Systems Modelling Data, Results and Outcomes. Toowoomba. https://doi.org/10.26192/GRZR-4Z78
The legacy of pasture drill rows on soil chemical characteristics and subsequent wheat production
Hayes, Richard C., Li, Guangdi D., Rawnsley, Richard P., Pembleton, Keith G., Corkrey, Ross and Peoples, Mark B.. 2020. "The legacy of pasture drill rows on soil chemical characteristics and subsequent wheat production." Plant and Soil: international journal on plant-soil relationships. 455 (1-2), pp. 319-337. https://doi.org/10.1007/s11104-020-04689-9
Climate change effects on pasture-based dairy systems in south-eastern Australia
Pembleton, K. G., Cullen, B. R., Rawnsley, R. P. and Ramilan, T.. 2021. "Climate change effects on pasture-based dairy systems in south-eastern Australia." Crop and Pasture Science. 72 (9), pp. 666-677. https://doi.org/10.1071/CP20108
Contrasting soil microbial abundance and diversity on and between pasture drill rows in the third growing season after sowing
Hayes, Richard C, Gupta, Vadakattu VSR, Li, Guangdi D, Peoples, Mark B, Rawnsley, Richard P and Pembleton, Keith G. 2021. "Contrasting soil microbial abundance and diversity on and between pasture drill rows in the third growing season after sowing." Renewable Agriculture and Food Systems. 36 (2), pp. 163-172. https://doi.org/10.1017/S1742170520000174
Can irrigating more frequently mitigate detrimental heat wave effects on perennial ryegrass growth and persistence?
Langworthy, Adam D., Rawnsley, Richard P., Freeman, Mark J., Waller, Paul A., Corkrey, Ross, Pembleton, Keith G., Harrison, Matthew T., Lane, Peter A. and Henry, David A.. 2020. "Can irrigating more frequently mitigate detrimental heat wave effects on perennial ryegrass growth and persistence?" Agricultural and Forest Meteorology. 291. https://doi.org/10.1016/j.agrformet.2020.108074
Upscaling models, downscaling data or the right model for the right scale of application?
Sparks, Adam H., Garrett, Karen A., Gilligan, Christopher A., Nelson, Andrew and Pembleton, Keith. 2018. "Upscaling models, downscaling data or the right model for the right scale of application?" 11th International Congress of Plant Pathology (ICPP 2018): Plant Health in a Global Economy. Boston, United States 29 Jul - 03 Aug 2018 United States.
The role of forage management in addressing challenges facing Australasian dairy farming
Cranston, Lydia M., Pembleton, Keith G., Burkitt, Lucy L., Curtis, Andrew, Donaghy, Daniel J., Gourley, Cameron J. P., Harrington, Kerry C., Hills, James L., Pembleton, Luke W. and Rawnsley, Richard P.. 2019. "The role of forage management in addressing challenges facing Australasian dairy farming." Animal Production Science. 60 (1), pp. 26-35. https://doi.org/10.1071/AN18570
The provision and utility of science and uncertainty to decision‑makers: earth science case studies
Quigley, Mark C., Bennetts, Luke G., Durance, Patricia, Kuhnert, Petra M., Lindsay, Mark D., Pembleton, Keith G., Roberts, Melanie E. and White, Christopher J.. 2019. "The provision and utility of science and uncertainty to decision‑makers: earth science case studies." Environment Systems and Decisions. 39 (3), pp. 307-348. https://doi.org/10.1007/s10669-019-09728-0
Effect of stubble height management on perennial ryegrass, tall fescue, and chicory crown temperature
Langworthy, Adam D., Rawnsley, Richard P., Freeman, Mark J,, Corkrey, Ross, Harrison, Matthew T., Pembleton, Kieth G., Lane, Peter A. and Henry, David A.. 2019. "Effect of stubble height management on perennial ryegrass, tall fescue, and chicory crown temperature." Crop and Pasture Science. 70 (2), pp. 183-194. https://doi.org/10.1071/CP18313
Effect of stubble height and irrigation management on the growth, botanical composition and persistence of perennial ryegrass, tall fescue and chicory swards in cool-temperate Tasmania
Langworthy, Adam D., Rawnsley, Richard P., Freeman, Mark J., Corkrey, Ross, Pembleton, Keith G., Harrison, Matthew T., Lane, Peter A. and Henry, David A.. 2019. "Effect of stubble height and irrigation management on the growth, botanical composition and persistence of perennial ryegrass, tall fescue and chicory swards in cool-temperate Tasmania." Crop and Pasture Science. 70 (2), pp. 169-182. https://doi.org/10.1071/CP18311
The provision and utility of earth science to decision-makers: synthesis and key findings
Quigley, Mark C., Bennetts, Luke G., Kuhnert, Petra M., Durance, Patricia, Lindsay, Mark D., Pembleton, Keith G., Roberts, Melanie E. and White, Christopher J.. 2019. "The provision and utility of earth science to decision-makers: synthesis and key findings." Environment Systems and Decisions. 39 (3), pp. 349-367. https://doi.org/10.1007/s10669-019-09737-z
A soil temperature decision support tool for agronomic research and management under climate variability: adapting to earlier and more variable planting conditions
Kath, Jarrod and Pembleton, Keith. 2019. "A soil temperature decision support tool for agronomic research and management under climate variability: adapting to earlier and more variable planting conditions." Computers and Electronics in Agriculture. 162, pp. 783-792. https://doi.org/10.1016/j.compag.2019.05.030
Advancing a farmer decision support tool for agronomic decisions on rainfed and irrigated wheat cropping in Tasmania
Phelan, David C., Harrison, Matthew T., McLean, Greg, Cox, Howard, Pembleton, Keith G., Dean, Geoff J., Parsons, David, do Amaral Richter, Maria E., Pengilley, Georgie, Hinton, Sue J. and Mohammed, Caroline L.. 2018. "Advancing a farmer decision support tool for agronomic decisions on rainfed and irrigated wheat cropping in Tasmania." Agricultural Systems. 167, pp. 113-124. https://doi.org/10.1016/j.agsy.2018.09.003
Potential of summer-active temperate (C3) perennial forages to mitigate the detrimental effects of supraoptimal temperatures on summer home-grown feed production in south-eastern Australian dairying regions
Langworthy, Adam D., Rawnsley, Richard P., Freeman, Mark J., Pembleton, Keith G., Corkrey, Ross, Harrison, Matthew T., Lane, Peter A. and Henry, David A.. 2018. "Potential of summer-active temperate (C3) perennial forages to mitigate the detrimental effects of supraoptimal temperatures on summer home-grown feed production in south-eastern Australian dairying regions." Crop and Pasture Science. 69 (8), pp. 808-820. https://doi.org/10.1071/CP17291
Modelling forage yield and water productivity of continuous crop sequences in the Argentinian Pampas
Ojeda, J. J., Pembleton, K. G., Caviglia, O. P., Islam, M. R., Agnusdei, M. G. and Garcia, S. C.. 2018. "Modelling forage yield and water productivity of continuous crop sequences in the Argentinian Pampas." European Journal of Agronomy. 92, pp. 84-96. https://doi.org/10.1016/j.eja.2017.10.004
Quantifying the interactions between defoliation interval, defoliation intensity and nitrogen fertiliser application on the nutritive value of rainfed and irrigated perennial ryegrass
Pembleton, K. G., Rawnsley, R. P., Turner, L. R., Corkrey, R. and Donaghy, D. J.. 2017. "Quantifying the interactions between defoliation interval, defoliation intensity and nitrogen fertiliser application on the nutritive value of rainfed and irrigated perennial ryegrass." Crop and Pasture Science. 68 (12), pp. 1100-1111. https://doi.org/10.1071/CP16385
Modelling of lucerne (Medicago sativa L.) for livestock production in diverse environments
Smith, Andrew P., Moore, Andrew D., Boschma, Suzanne P., Hayes, Richard C., Nie, Zhongnan and Pembleton, Keith G.. 2017. "Modelling of lucerne (Medicago sativa L.) for livestock production in diverse environments." Crop and Pasture Science. 68 (1), pp. 74-91. https://doi.org/10.1071/CP16176
bomrang: fetch Australian Government Bureau of Meteorology data in R [Journal of Open Source Software, vol. 2, no. 17, 411]
Sparks, Adam H., Padgham, Mark, Parsonage, Hugh and Pembleton, Keith. 2017. bomrang: fetch Australian Government Bureau of Meteorology data in R [Journal of Open Source Software, vol. 2, no. 17, 411]. Baltimore, Maryland, United States. NumFOCUS. https://doi.org/10.21105/joss.00411
More milk from forage: Milk production, blood metabolites, and forage intake of dairy cows grazing pasture mixtures and spatially adjacent monocultures
Pembleton, Keith G., Hills, James L., Freeman, Mark J., McLaren, David K., French, Marion and Rawnsley, Richard P.. 2016. "More milk from forage: Milk production, blood metabolites, and forage intake of dairy cows grazing pasture mixtures and spatially adjacent monocultures." Journal of Dairy Science. 99 (5), pp. 3512-3528. https://doi.org/10.3168/jds.2015-10542
Yield and water-use efficiency of contrasting lucerne genotypes grown in a cool temperate environment
Pembleton, K. G., Rawnsley, R. P. and Donaghy, D. J.. 2011. "Yield and water-use efficiency of contrasting lucerne genotypes grown in a cool temperate environment." Crop and Pasture Science. 62 (7), pp. 610-623. https://doi.org/10.1071/CP11094
The morphological and physiological responses of perennial ryegrass (Lolium perenne L.), cocksfoot (Dactylis glomerata L.) and tall fescue (Festuca arundinacea Schreb.; syn. Schedonorus phoenix Scop.) to variable water availability
Turner, L. R., Holloway-Phillips, M. M., Rawnsley, R. P., Donaghy, D. J. and Pembleton, K. G.. 2012. "The morphological and physiological responses of perennial ryegrass (Lolium perenne L.), cocksfoot (Dactylis glomerata L.) and tall fescue (Festuca arundinacea Schreb.; syn. Schedonorus phoenix Scop.) to variable water availability." Grass and Forage Science. 67 (4), pp. 507-518. https://doi.org/10.1111/j.1365-2494.2012.00866.x
Environmental influences on optimum nitrogen fertiliser rates for temperate dairy pastures
Pembleton, Keith G., Rawnsley, Richard P. and Burkitt, Lucy L.. 2013. "Environmental influences on optimum nitrogen fertiliser rates for temperate dairy pastures." European Journal of Agronomy. 45, pp. 132-141. https://doi.org/10.1016/j.eja.2012.09.006
Evaluating the accuracy of the Agricultural Production Systems Simulator (APSIM) simulating growth, development, and herbage nutritive characteristics of forage crops grown in the south-eastern dairy regions of Australia
Pembleton, K. G., Rawnsley, R. P., Jacobs, J. L., Mickan, F. J., O'Brien, G. N., Cullen, B. R. and Ramilan, T.. 2013. "Evaluating the accuracy of the Agricultural Production Systems Simulator (APSIM) simulating growth, development, and herbage nutritive characteristics of forage crops grown in the south-eastern dairy regions of Australia." Crop and Pasture Science. 64 (2), pp. 147-164. https://doi.org/10.1071/CP12372
Complementary forages – integration at a whole-farm level
Rawnsley, R. P., Chapman, D. F., Jacobs, J. L., Garcia, S. C., Callow, M. N., Edwards, G. R. and Pembleton, K. P.. 2013. "Complementary forages – integration at a whole-farm level." Animal Production Science. 53 (9), pp. 976-987. https://doi.org/10.1071/AN12282
Quantifying the interactions between grazing interval, grazing intensity, and nitrogen on the yield and growth rate of dryland and irrigated perennial ryegrass
Rawnsley, R. P., Langworthy, A. D., Pembleton, K. G., Turner, L. R., Corkrey, R. and Donaghy, D. J.. 2014. "Quantifying the interactions between grazing interval, grazing intensity, and nitrogen on the yield and growth rate of dryland and irrigated perennial ryegrass." Crop and Pasture Science. 65 (8), pp. 735-746. https://doi.org/10.1071/CP13453
Opportunities and challenges in Australian grasslands: pathways to achieve future sustainability and productivity imperatives
Bell, Lindsay W., Hayes, Richard C., Pembleton, Keith G. and Waters, Cathy M.. 2014. "Opportunities and challenges in Australian grasslands: pathways to achieve future sustainability and productivity imperatives." Crop and Pasture Science. 65 (6), pp. 489-507. https://doi.org/10.1071/CP13420
Giving drought the cold shoulder: a relationship between drought tolerance and fall dormancy in an agriculturally important crop
Pembleton, Keith G. and Sathish, Puthigae. 2014. "Giving drought the cold shoulder: a relationship between drought tolerance and fall dormancy in an agriculturally important crop." AOB Plants. 6 (April), pp. 1-17. https://doi.org/10.1093/aobpla/plu012
Simple versus diverse pastures: opportunities and challenges in dairy systems
Pembleton, Keith G., Tozer, Katherine N., Edwards, Grant R., Jacobs, Joe L. and Turner, Lydia R.. 2015. "Simple versus diverse pastures: opportunities and challenges in dairy systems." Animal Production Science. 55 (7), pp. 893-901. https://doi.org/10.1071/AN14816
Longer defoliation interval ensures expression of the ‘high sugar’ trait in perennial ryegrass cultivars in cool temperate Tasmania, Australia
Turner, L. R., Donaghy, D. J., Pembleton, K. G. and Rawnsley, R. P.. 2015. "Longer defoliation interval ensures expression of the ‘high sugar’ trait in perennial ryegrass cultivars in cool temperate Tasmania, Australia." Journal of Agricultural Science. 153 (6), pp. 995-1005. https://doi.org/10.1017/S0021859614000628
Modelling the resilience of forage crop production to future climate change in the dairy regions of southeastern Australia using APSIM
Pembleton, K. G., Cullen, B. R., Rawnsley, R. P., Harrison, M. T. and Ramilan, T.. 2016. "Modelling the resilience of forage crop production to future climate change in the dairy regions of southeastern Australia using APSIM." The Journal of Agricultural Science. 154 (7), pp. 1131-1152. https://doi.org/10.1017/S0021859615001185
Evaluation of the agricultural production systems simulator simulating lucerne and annual ryegrass dry matter yield in the Argentine pampas and south-eastern Australia
Ojeda, J. J., Pembleton, K. G., Islam, M. R., Agnusdei, M. G. and Garcia, S. C.. 2016. "Evaluation of the agricultural production systems simulator simulating lucerne and annual ryegrass dry matter yield in the Argentine pampas and south-eastern Australia." Agricultural Systems. 143, pp. 61-75. https://doi.org/10.1016/j.agsy.2015.12.005
Production interactions between combinations of 4 perennial legumes and 5 perennial grasses, grown under high input management with and without applications of nitrogen
Smith, Rowan, Hall, Eric, Corkrey, Ross, Parsons, David, Pembleton, Keith and Rawnsley, Richard. 2015. "Production interactions between combinations of 4 perennial legumes and 5 perennial grasses, grown under high input management with and without applications of nitrogen." 17th Australian Agronomy Conference 2015: Building Productive, Diverse and Sustainable Landscapes (AAC 2015). Hobart, Australia 20 - 24 Sep 2015 Australia.
Summer production of alternative species in comparison to perennial ryegrass and white clover for high input pasture systems
Smith, Rowan, Hall, Eric, Corkrey, Ross, Parsons, David, Pembleton, Keith and Rawnsley, Richard. 2015. "Summer production of alternative species in comparison to perennial ryegrass and white clover for high input pasture systems." 17th Australian Agronomy Conference 2015: Building Productive, Diverse and Sustainable Landscapes (AAC 2015). Hobart, Australia 20 - 24 Sep 2015 Australia.
Stoloniferous red clover cv. Rubitas is a valuable companion to PRG and phalaris
Watson, Brigid, Pembleton, Keith, Smith, Rowan, Corkrey, Ross and Rawnsley, Richard. 2015. "Stoloniferous red clover cv. Rubitas is a valuable companion to PRG and phalaris." 17th Australian Agronomy Conference 2015: Building Productive, Diverse and Sustainable Landscapes (AAC 2015). Hobart, Australia 20 - 24 Sep 2015 Australia.
Chicory (Cichorium intybus L.) can beat the heat during summer drought in southeast Australian dairying regions
Langworthy, Adam, Pembleton, Keith, Rawnsley, Richard, Harrison, Matthew, Lane, Peter, Henry, David and Corkrey, Ross. 2015. "Chicory (Cichorium intybus L.) can beat the heat during summer drought in southeast Australian dairying regions." 17th Australian Agronomy Conference 2015: Building Productive, Diverse and Sustainable Landscapes (AAC 2015). Hobart, Australia 20 - 24 Sep 2015 Australia.
Response of the DCAD of plantain to potassium fertilisation
Pembleton, K. G, Hill, B. D. and Rawnsley, R. P.. 2015. "Response of the DCAD of plantain to potassium fertilisation." 17th Australian Agronomy Conference 2015: Building Productive, Diverse and Sustainable Landscapes (AAC 2015). Hobart, Australia 20 - 24 Sep 2015 Australia.
Plantain and chicory could potentially complement the perennial ryegrass dominant dairy feedbase
Pembleton, K. G.. 2015. "Plantain and chicory could potentially complement the perennial ryegrass dominant dairy feedbase." 17th Australian Agronomy Conference 2015: Building Productive, Diverse and Sustainable Landscapes (AAC 2015). Hobart, Australia 20 - 24 Sep 2015 Hobart.
Comparing within paddock yield variability of perennial ryegrass monocultures and perennial ryegrass, white clover and plantain mixtures using yield mapping
McLaren, David K. and Pembleton, Keith G.. 2015. "Comparing within paddock yield variability of perennial ryegrass monocultures and perennial ryegrass, white clover and plantain mixtures using yield mapping." 17th Australian Agronomy Conference 2015: Building Productive, Diverse and Sustainable Landscapes (AAC 2015). Hobart, Australia 20 - 24 Sep 2015 Australia.
Effect of defoliation management on expression of the ‘high sugar’ cultivar trait in Tasmania
Turner, Lydia R., Donaghy, Daniel J, Pembleton, Keith G. and Rawnsley, Richard P. 2013. "Effect of defoliation management on expression of the ‘high sugar’ cultivar trait in Tasmania." 22nd International Grassland Congress: Revitalising Grasslands to Sustain Our Communities. Sydney, Australia 15 - 19 Sep 2013 Australia.
Effect of nitrogen fertiliser applications on botanical composition
Turner, Lydia R., Donaghy, Daniel J., Pembleton, Keith G. and Rawnsley, Richard P.. 2013. "Effect of nitrogen fertiliser applications on botanical composition." 22nd International Grassland Congress: Revitalising Grasslands to Sustain Our Communities. Sydney, Australia 15 - 19 Sep 2013 Australia.
Impact of grazing on the silage yield of forage oat crops
Pembleton, Keith G., Harrison, Matthew T. and Rawnsley, Richard P.. 2013. "Impact of grazing on the silage yield of forage oat crops." 22nd International Grassland Congress: Revitalising Grasslands to Sustain Our Communities. Sydney, Australia 15 - 19 Sep 2013 Australia.
Early sowing and irrigating of rape crops in cool temperate environments boosts forage yield potential
Harrison, Matthew T., Pembleton, Keith G. and Rawnsley, Richard P.. 2013. "Early sowing and irrigating of rape crops in cool temperate environments boosts forage yield potential." 22nd International Grassland Congress: Revitalising Grasslands to Sustain Our Communities. Sydney, Australia 15 - 19 Sep 2013 Australia.
Frost risk associated with growing maize for silage on Tasmanian dairy farms
Pembleton, Keith. 2012. "Frost risk associated with growing maize for silage on Tasmanian dairy farms." Rawnsley RP (ed.) 16th Australian Agronomy Conference: Capturing Opportunities and Overcoming Obstacles in Australian Agronomy (ASA 2012). Armidale, Australia 14 - 18 Oct 2012 Armidale, Australia.
Partitioning of taproot constituents and crown bud development are affected by water deficit in regrowing alfalfa (Medicago sativa L.)
Pembleton, Keith G., Volenec, Jeffrey J., Rawnsley, Richard P. and Donaghy, Daniel J.. 2010. "Partitioning of taproot constituents and crown bud development are affected by water deficit in regrowing alfalfa (Medicago sativa L.)." Crop Science: a journal serving the international community of crop scientists. 50 (3), pp. 989-999. https://doi.org/10.2135/cropsci2009.03.0140
Yield, yield components and shoot morphology of four contrasting lucerne (Medicago sativa) cultivars grown in three cool temperate environments
Pembleton, K. G., Donaghy, D. J., Volenec, J. J., Smith, R. S. and Rawnsley, R. P.. 2010. "Yield, yield components and shoot morphology of four contrasting lucerne (Medicago sativa) cultivars grown in three cool temperate environments." Crop and Pasture Science. 61 (6), pp. 503-511. https://doi.org/10.1071/CP09351
Genotype by environment interactions of lucerne (Medicago sativa L.) in a cool temperate climate
Pembleton, K. G., Smith, R. S., Rawnsley, R. P., Donaghy, D. J. and Humphries, A. W.. 2010. "Genotype by environment interactions of lucerne (Medicago sativa L.) in a cool temperate climate." Crop and Pasture Science. 61 (6), pp. 493-502. https://doi.org/10.1071/CP09269
Effect of summer irrigation on seasonal changes in taproot reserves and the expression of winter dormancy/activity in four contrasting lucerne cultivars
Pembleton, K. G., Cunningham, S. M. and Volenec, J. J.. 2010. "Effect of summer irrigation on seasonal changes in taproot reserves and the expression of winter dormancy/activity in four contrasting lucerne cultivars." Crop and Pasture Science. 61 (11), pp. 873 - 884. https://doi.org/10.1071/CP10030
Utilising leaf number as an indicator for defoliation to restrict stem growth in rhodes grass (Chloris gayana) cv. Callide
Pembleton, K.G., Lowe, K.F. and Bahnisch, L.M.. 2009. "Utilising leaf number as an indicator for defoliation to restrict stem growth in rhodes grass (Chloris gayana) cv. Callide." Tropical Grasslands. 43, pp. 79-85.
Water deficit alters canopy structure but not photosynthesis in regrowing alfalfa (Medicago sativa L.)
Pembleton, Keith, Rawnsley, Richard P., Donaghy, Daniel J. and Volenec, Jeffrey J.. 2009. "Water deficit alters canopy structure but not photosynthesis in regrowing alfalfa (Medicago sativa L.)." Crop Science: a journal serving the international community of crop scientists. 49 (2), pp. 722-731. https://doi.org/10.2135/cropsci2008.08.0456
Effect of defoliation interval and height on the growth and quality of Arachis pintoi cv. Amarillo
Sinclair, K., Lowe, K.F. and Pembleton, K.G.. 2007. "Effect of defoliation interval and height on the growth and quality of Arachis pintoi cv. Amarillo." Tropical Grasslands. 41 (4), pp. 260-268.
Potential of tropical forages for the Tasmanian dairy industry
Pembleton, Keith, Rawnsley, Richard, Donaghy, Danny and Chamberlain, Peter. 2006. "Potential of tropical forages for the Tasmanian dairy industry." 13th Australian Agronomy Conference 2006. Perth, Australia 10 - 14 Sep 2006 Australia. Australian Society of Agronomy.