The study found that during some years, excessive rainfall reduced U.S. corn yield by as much as 34% relative to the expected yield. Data suggest that drought and excessive heat caused a yield loss of up to 37% during some years. The findings are published in the journal Global Change Biology. "We linked county-level U.S. Department of Agriculture insurance data for corn loss with historical weather data, letting us quantify the impact of excessive rainfall on yield loss at a continental scale," said Kaiyu Guan, a natural resources and environmental sciences professor and the study's principal investigator. "This was done using crop insurance indemnity data paired with rigorous statistical analysis -- not modeled simulations -- which let the numbers speak for themselves." The study found that the impact of excessive rainfall varies regionally. "Heavy rainfall can decrease corn yield more in cooler areas and the effect is exacerbated even further in areas that have poor drainage," said Yan Li, a former U. of I. postdoctoral researcher and lead author of the study. Excessive rainfall can affect crop productivity in various ways, including direct physical damage, delayed planting and harvesting, restricted root growth, oxygen deficiency and nutrient loss, the researchers said. "It is challenging to simulate the effects of excessive rainfall because of the vast amount of seemingly minor details," Yan said. "It is difficult to create a model based on the processes that occur after heavy rainfall -- poor drainage due to small surface features, water table depth and various soil properties can lead to ponding of water in a crop field. Even though the ponding may take place over a small area, it could have a large effect on crop damage." "This study shows that we have a lot of work to do to improve our models," said Evan DeLucia, the director of the Institute for Sustainability, Energy and Environment, a professor of integrative biology and study co-author. "While drought and heat stress have been well dealt with in the existing models, excessive rainfall impacts on crop system are much less mature." Many climate change models predict that the U.S. Corn Belt region will continue to experience more intense rainfall events in the spring. Because of this, the researchers feel that it is urgent for the government and farmers to design better risk management plans to deal with the predicted climate scenarios. "As rainfall becomes more extreme, crop insurance needs to evolve to better meet planting challenges faced by farmers," said Gary Schnitkey, a professor of agricultural and consumer economics and study co-author. istanbul escort | istanbul escort | gay porno | turk porno | anal porno | zenci escort | porno film | istanbul escort | rus porno | vip escort | atasehir escort | umraniye escort | taksim escort | sisli escort | maslak escort | taksim escort | besiktas escort | umraniye escort | umraniye escort | sisli escort | taksim escort | istanbul rus escort | zenci escort | istanbul escort sitesi | istanbul vip escort Source - https://www.sciencedaily.com