Earth System Science Interdisciplinary Center, University of Maryland, College Park, MD, USA.
NASA Goddard Space Flight Center, Greenbelt, MD, USA.
Nat Commun. 2024 Aug 23;15(1):7262. doi: 10.1038/s41467-024-51555-8.
Provided the considerable logistical challenges of anticipatory action and disaster response programs, there is a need for early warning of crop failures at lead times of six to twelve months. But crop yield forecasts at these lead times are virtually nonexistent. By leveraging recent advances in climate forecasting, we demonstrate that global preseason crop yield forecasts are not only possible but are skillful over considerable portions of cropland. Globally, maize and wheat forecasts are skillful at lead times of up to a year ahead of harvest for 15% and 30% of harvested areas, respectively. Forecasts are most skillful in Southeast Africa and Southeast Asia for maize and parts of South and Central Asia, Australia, and Southeast South America for wheat. Wheat forecasts, furthermore, remain skillful at lead times of over 18 months ahead of harvest in some locations. Our results demonstrate that the potential for preseason crop yield forecasts is greater than previously appreciated.
尽管预期行动和灾害应对计划存在相当大的后勤挑战,但仍需要提前六个月至十二个月发出作物歉收的预警。但是,在这些提前期内,作物产量预测实际上是不存在的。通过利用气候预测的最新进展,我们证明,全球 preseason作物产量预测不仅是可能的,而且在相当大的耕地面积上具有技巧性。在全球范围内,玉米和小麦的产量预测在收获前长达一年的时间内具有技巧性,分别覆盖了 15%和 30%的收获面积。对于玉米来说,产量预测在东南非和东南亚最为准确,对于小麦来说,产量预测在南亚和中亚、澳大利亚以及南美洲东南部的部分地区最为准确。此外,在一些地区,小麦产量预测在收获前 18 个月以上仍具有技巧性。我们的研究结果表明, preseason 作物产量预测的潜力比之前预期的要大。