Is a 10-day rainfall forecast of value in dry-land wheat cropping?

被引:21
作者
Asseng, Senthold [1 ]
McIntosh, Peter C. [2 ]
Thomas, Geoff [3 ]
Ebert, Elizabeth E. [4 ]
Khimashia, Nirav [5 ]
机构
[1] Univ Florida, Agr & Biol Engn Dept, Gainesville, FL 32611 USA
[2] CSIRO Oceans & Atmosphere Flagship, Ctr Australian Weather & Climate Res, Hobart, Tas 7001, Australia
[3] Dept Agr & Food Western Australia, Bentley Dc, WA 6983, Australia
[4] Bur Meteorol, Ctr Australian Weather & Climate Res, Melbourne, Vic 3001, Australia
[5] CSIRO Climate Adaptat Flagship, Ctr Environm & Life Sci, Perth, WA 6913, Australia
关键词
Short-term rainfall forecast; Forecast skill; Rainfall variability; APSIM; Dry sowing; Late-season rainfall; POTENTIAL DEEP DRAINAGE; WESTERN-AUSTRALIA; MEDITERRANEAN CLIMATE; SEASONAL FORECAST; SIMULATION-MODEL; PROTEIN-CONTENT; APSIM-NWHEAT; GRAIN-YIELD; SOWING TIME; MANAGEMENT;
D O I
10.1016/j.agrformet.2015.10.012
中图分类号
S3 [农学(农艺学)];
学科分类号
0901 ;
摘要
Grain yields vary widely between seasons in rain-fed agriculture. The yield variability is strongly influenced by rainfall variability and a number of related crop management decisions. This is well recognised in the literature through the use of seasonal rainfall forecasts applied to the main cropping decisions. However, the value of short-term 10-day rainfall forecasts for management decisions in cropping has not yet been quantified. Here we report on the potential benefits of a hypothetical, always-correct 10-day rainfall (greater than 10 mm in three days) forecast used to determine early and late in-season crop management decisions. Most of the analysed applications of short-term rainfall forecasts show a significant increase in cropping profitability depending on rainfall region and soil type. Using a 10-day rainfall forecast to dry-sow prior to the traditional start of sowing at the first autumn rainfall can yield an extra A$20,000 to A$200,000 for a typical farm (i.e. A$10 to A$100/ha for a 2000 ha cropping programme). The same forecast type can be used to determine late in-season decisions on N fertiliser, and fungicide applications to control rust at the end-of-ear growth stage. In the one-third of seasons with late rainfall, the increased yield or decreased fungal damage can lead to benefits of A$10 to A$160/ha. When 10-day rainfall forecasts are applied together within a season, the extra benefits from correct short-term forecasts can be cumulative. Fine-tuning the forecast length, rainfall thresholds and exploring other possible crop decisions could lead to further increased returns in cropping from short-term rainfall forecasts. Ultimately, using hind-casts of short-term rainfall forecasts to measure the forecast skill and the implication of occasional non-correct forecasts will determine the actual value of such forecasts. (C) 2015 Elsevier B.V. All rights reserved.
引用
收藏
页码:170 / 176
页数:7
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