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Food, fibre and pharmaceuticals from animals
RESEARCH ARTICLE

Weather, herbage quality and milk production in pastoral systems. 1. Temporal patterns and intra-relationships in weather variables

J. R. Roche A F , L. R. Turner C , J. M. Lee A , D. C. Edmeades D , D. J. Donaghy C , K. A. Macdonald A , J. W. Penno A B and D. P. Berry E
+ Author Affiliations
- Author Affiliations

A DairyNZ, Private Bag 3221, Hamilton 3240, New Zealand.

B Present address: Synlait Ltd, 1028 Heslerton Road, RD13, Rakaia 7783, New Zealand.

C University of Tasmania, PO Box 3523, Burnie, Tas. 7320, Australia.

D AgKnowledge, PO Box 9147, Hamilton 3240, New Zealand.

E Teagasc Moorepark, Fermoy, County Cork, Ireland.

F Corresponding author. Email: john.roche@dairynz.co.nz

Australian Journal of Experimental Agriculture 49(3) 192-199 https://doi.org/10.1071/EA07307
Submitted: 3 September 2007  Accepted: 8 November 2008   Published: 2 March 2009

Abstract

Prevailing weather conditions are one factor that influences herbage growth and quality, and therefore may have a substantial impact on animal production. Before investigating relationships between weather factors, herbage growth and quality, and animal production, it is beneficial to first quantify temporal trends in weather variables. The objective of the present study was to investigate the existence of temporal weather trends in a predominantly dairy production region of New Zealand, and to quantify the level of intra-dependency among the weather variables measured. Daily weather data across the years 1995 to 2001 were merged. Fitted sinusoidal functions demonstrated cyclic temporal trends in weather throughout the year. Air and soil temperatures, radiation, and potential evapotranspiration were highly repeatable within fortnight. Repeatability of all other weather variables was low; for example repeatability of rainfall was ≤7%. Linear relationships were also observed among all weather variables. All air and soil temperature measurements were highly positively correlated with each other (r = 0.53–0.99), and with evaporation (r = 0.40–0.68) and potential evapotranspiration (r = 0.43–0.79), while maximum air temperature was positively correlated with radiation (r = 0.61). Further investigation is required to quantify the effect of temporal weather trends on herbage growth and quality, and subsequent animal production.

Additional keyword: seasonal trends.


Acknowledgements

The authors gratefully acknowledge the help afforded them by J. Lancaster and C. Leydon-Davis. This work was funded by New Zealand Dairy Farmers, through DairyNZ Inc.


References


Abe H (1999) The relationship between voluntary intake of hays in sheep and its physicochemical characteristics. Bulletin of Hokkaido Prefectural Agricultural Experiment Stations 77, 89–90. open url image1

Bargo F, Muller LD, Kolver ES, Delahoy JE (2003) Invited review: production and digestion of supplemented dairy cows on pasture. Journal of Dairy Science 86, 1–42.
CAS | PubMed |
open url image1

Boake CRB (1989) Repeatability: its role in evolutionary studies of mating behavior. Evolutionary Ecology 3, 173–187.
Crossref | GoogleScholarGoogle Scholar | open url image1

Britt JS, Thomas RC, Spear NC, Hall MB (2003) Efficiency of converting nutrient dry matter to milk in Holstein herds. Journal of Dairy Science 86, 3796–3801.
CAS | PubMed |
open url image1

Fulkerson WJ, Slack K, Hennessy DW, Hough GM (1998) Nutrients in ryegrass (Lolium spp.), white clover (Trifolium repens) and kikuyu (Pennisetum clandestinum) pastures in relation to season and stage of regrowth in a subtropical environment. Australian Journal of Experimental Agriculture 38, 227–240.
Crossref | GoogleScholarGoogle Scholar | CAS | open url image1

Gustavsson T, Bogren J, Eriksson M (1998) GIS as a tool for planning new road stretches in respect of climatological factors. Theoretical and Applied Climatology 60, 179–190.
Crossref | GoogleScholarGoogle Scholar | open url image1

Hamlett A, Ryan L, Serrano-Trespalacios P, Wolfinger R (2003) Mixed models for assessing correlations in the presence of replication. Journal of the Air & Waste Management Association 53, 442–450.
CAS |
open url image1

Hennessy DW, McLennan DJ, Williamson PJ, Morris SG (1998) Changes in characteristics of pastures in the coastal subtropics when grazed by cattle during years of low rainfall. Australian Journal of Experimental Agriculture 38, 813–820.
Crossref | GoogleScholarGoogle Scholar | open url image1

Hillel D (1982) ‘Introduction to soil physics.’ (Academic Press: San Diego, CA)

Hughes CE, Kalma JD, Binning P, Willgoose GR, Vertzonis M (2001) Estimating evapotranspiration rate for a temperate salt marsh, Newcastle, Australia. Hydrological Processes 15, 957–975.
Crossref | GoogleScholarGoogle Scholar | open url image1

Mader TL (2003) Environmental stress in confined beef cattle. Journal of Animal Science 81, E110–E119. open url image1

Mosner MS , Aulenbach BT (2003) Comparison of methods used to estimate lake evaporation for a water budget of Lake Seminole, southwestern Georgia and northwestern Florida. In ‘Proceedings of the 2003 Georgia water resources conference, 23–24 April, Athens, Georgia’. (Ed. KJ Hatcher) pp. 17–20. (University of Georgia: Athens, GA)

Mossberg I, Jönsson H (1996) The influence of day length and temperature on food intake and growth rate of bulls given concentrate or grass silage ad libitum in two housing systems. Animal Science (Penicuik, Scotland) 62, 233–240. open url image1

Paranhos da Costa MJR, Gomes da Silva RG, Carlos de Souza R (1992) Effect of air temperature and humidity on ingestive behaviour of sheep. International Journal of Biometeorology 36, 218–222.
Crossref | GoogleScholarGoogle Scholar | PubMed | open url image1

Roche JR, Dalley D, Moate P, Grainger C, Hannah M, O’Mara F, Rath M (2000) Variations in the dietary cation-anion difference and the acid-base balance of dairy cows in a pasture-based diet in south-eastern Australia. Grass and Forage Science 55, 26–36.
Crossref | GoogleScholarGoogle Scholar | open url image1

SAS Institute (2004) ‘SAS user’s guide. Version 8.0.’ (SAS Institute, Inc.: Cary, NC)

Sun D, Oort AH (1995) Humidity-temperature relationships in the tropical troposphere. Journal of Climate 8, 1974–1987.
Crossref | GoogleScholarGoogle Scholar | open url image1

Van Soest PJ (1996) Environment and forage quality. In ‘Proceedings of the Cornell nutrition conference for feed manufacturers’. pp. 1–9. (Cornell University Press: New York)

Winter TC, Rosenberry DO, Sturrock AM (1995) Evaluation of eleven equations for determining evaporation for a small lake in the north central United States. Water Resources Research 31, 983–993.
Crossref | GoogleScholarGoogle Scholar | open url image1

Wu J, Nofziger DL (1999) Incorporating temperature effects on pesticide degradation into a management model. Journal of Environmental Quality 28, 92–100.
CAS |
open url image1