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Crop yield response to water - Cra

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Location and User Specific Parameters and InputClimate and soil are location specific, and crop cultivar, timing of crop cycle, <strong>water</strong> managementand agronomic practices are user specific.Climate data and reference evapotranspiration (ET o )Aqua<strong>Crop</strong> simulates in daily time steps because plant <strong>response</strong>s <strong>to</strong> <strong>water</strong> status are highlydynamic and cannot be easily represented as weekly or 10-day means. The model runs with10-day or monthly mean temperature and ET o files, through interpolations. The results are,however, obviously approximations, and should not be used <strong>to</strong> calibrate or validate the modelexcept as the last resort. ET o is a key input for Aqua<strong>Crop</strong> as the model calculates daily croptranspiration (Tr) and soil evaporation (E) using daily ET o values.ET o is <strong>to</strong> be calculated using the FAO Penman-Monteith equation from full daily weather datasets, as described by Allen et al. (1998). A programme <strong>to</strong> do this calculation, named ET o Calcula<strong>to</strong>r(FAO, 2009) is available on the FAO website. The ET o Calcula<strong>to</strong>r has the advantage of allowingapproximations when one or several kinds of the required weather data are missing, also followingthe approximation procedure of Allen et al. (1998). This makes it possible for a user <strong>to</strong> run roughsimulations, even when the weather data are minimal, but can be easily misused. For validation andparameterization, such approximation should not be relied upon. The rougher the approximationof ET o , the less reliable would be the simulated results and derived Aqua<strong>Crop</strong> parameters. Forexample, ET o Calcula<strong>to</strong>r can use daily maximum and minimum temperature, relative humidity,wind run, and sunshine hours in place of radiation, <strong>to</strong> calculate ET o , and also can calculate ET osimply from daily minimum and maximum temperature data and general information on sitelocation such as whether it is arid or humid and windy or calm. Obviously, the ET o calculated fromthe sunshine hours would be somewhat less reliable than that calculated with daily radiation,and the ET o simply estimated with the daily minimum and maximum air temperature would beessentially worthless for the purpose of model validation and parameterization. Thus, it must beunders<strong>to</strong>od that reliable climatic data are critical in Aqua<strong>Crop</strong>.Growing degree day (GDD)Aqua<strong>Crop</strong> is designed for use under different climatic conditions and hence should beparameterized in the growing degree day (GDD) mode <strong>to</strong> account for different temperatureregimes. This may be difficult, however, because many users may only have data for theirspecific locations with their limited temperature range. In this case, it is best <strong>to</strong> select dataobtained when cold temperature is not a limiting fac<strong>to</strong>r and run the model first in the calendartime mode for parameterization. After arriving at reasonably acceptable parameter values, byswitching the model <strong>to</strong> the GDD mode, the parameters are au<strong>to</strong>matically converted <strong>to</strong> units interms of GDD. The challenge is then <strong>to</strong> define: (1) the base temperature and upper temperature<strong>to</strong> calculate the GDD, and (2) the temperature thresholds for biomass accumulation and forpollination and fruit set of the specific crop. These are <strong>to</strong> be discussed later.Soil <strong>water</strong> characteristicsIn Aqua<strong>Crop</strong>, the extent of <strong>water</strong> limitation is expressed as a fraction of the <strong>to</strong>tal available<strong>water</strong> (TAW) in the root zone, with TAW defined as the <strong>water</strong> held in the soil between its field74crop <strong>yield</strong> <strong>response</strong> <strong>to</strong> <strong>water</strong>

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