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Making connections to real data and peer-review literature: A short soil exercise in a geochemistry class

机译:与真实数据和同行评审文献进行联系:地球化学课程中的一片短土锻炼

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A class exercise was designed for a college-level geochemistry class to promote inquiry and student participation. In this exercise, real soil data available online was analyzed to evaluate geochemical associations among different soil orders and as a screening tool for anthropogenic metal contamination. Students were asked to read a peer-reviewed research article and use the methods in it as a model for analyzing their dataset. The exercise provided a setting to review and reflect on the changes that rocks undergo to produce soils, with ion substitution and formation of clay minerals as key steps in this process. Both active learning and cooperative learning were involved. Students made decisions about which path to take toward reaching a common goal; they first worked independently and later discussed the results as a group, comparing between three statistical methods applied with the data with respect to their advantages and limitations. The real-life dataset exposed students to the common shortcoming of having less-than-ideal coverage of data forced them to make decisions on how to proceed further with their analysis, and provided a good example of how scientific research is conducted. Our approach allowed students to actively engage in their learning and reach their goals, which were evidenced by their comments and their zeal to complete each part of the exercise; however, historic data collection is required to formalize these assertions.
机译:课堂练习是专为大学地球化学课而设计的,以促进调查和学生参与。在本练习中,分析了在线提供的真实土壤数据,以评估不同土壤命令的地球化学关联,作为人为金属污染的筛选工具。要求学生读取同行评审的研究文章,并使用它中的方法作为分析其数据集的模型。该练习提供了一种审查和反思岩石经过以产生土壤的变化的设定,以离子取代和粘土矿物的形成作为该过程的关键步骤。参与了积极的学习和合作学习。学生决定了达到共同目标的道路;他们首先独立工作,后来讨论了结果作为一个组,比较了三种统计方法与数据相对于它们的优缺点。现实生活数据集公开了学生以迫使他们越来越理想的数据覆盖的共同缺点,以便对如何进一步进行分析进行决定,并提供了如何进行科学研究的效果。我们的方法允许学生积极参与他们的学习并达到目标,这是他们的意见和他们的热情来证明了锻炼的每个部分;但是,需要历史数据收集来正式化这些断言。

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