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The value of climate information when farm programs matter

机译:当农场计划很重要时,气候信息的价值

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摘要

Predictability of seasonal climate variations associated with ENSO suggests a potential to reduce farm risk by tailoring agricultural management strategies to mitigate the impacts of adverse conditions or to take advantage of favorable conditions. Federal farm policies may enhance or limit the usefulness of this climate information. A representative peanut-cotton-corn non-irrigated North Florida farm was used to estimate the value of the ENSO-based climate information and examine impacts of farm programs under uncertain conditions of climate, prices, and risk aversion levels. Yields from crop model simulations and historical series of prices were used to generate stochastic distributions that were fed into a whole farm model, first, to optimize cropselection and planting dates, and then, to simulate uncertain outcomes under risk aversion, with and without the use of climate information, and with and without the inclusion of farm programs. Results suggest that seasonal climate forecasts have highervalue for more risk averse farmers when La Nina or El Nino ENSO phases are forecast. Highly risk averse farmers could benefit from the forecast by taking advantage of potential favorable conditions (offensive responses). The inclusion of Commodity LoanPrograms (CLP) and Crop Insurance Programs (CIP) decreased the overall value of the forecast information even to negative levels. However, more risk averse farmers could still benefit moderately from EL Nino and marginally froma la Nina forecasts when they particpate in CLP and CIP.
机译:与ENSO相关的季节性气候变化的可预测性表明,通过制定农业管理策略来减轻不利条件的影响或利用有利条件的优势,可以降低农业风险。联邦农场政策可能会增强或限制这种气候信息的有用性。一个具有代表性的北佛罗里达花生棉花玉米非灌溉农场被用来估算基于ENSO的气候信息的价值,并研究在不确定的气候,价格和风险规避水平下农场计划的影响。作物模型模拟和历史价格序列的收益用于生成随机分布,然后将其分配到整个农场模型中,首先,优化作物选择和播种日期,然后,模拟使用和不使用风险规避下的不确定结果气候信息,以及是否包含农业计划。结果表明,当对拉尼娜或厄尔尼诺ENSO阶段进行预报时,季节性气候预报对更多的风险厌恶农民具有更高的价值。风险高的厌恶农民可以通过利用潜在的有利条件(进攻性回应)而从预测中受益。商品贷款计划(CLP)和作物保险计划(CIP)的纳入使预测信息的整体价值下降至负水平。但是,更多厌恶风险的农民在参加CLP和CIP时仍然可以从EL Nino中获得适度收益,而从la Nina预测中获得少量收益。

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