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A PLATFORM FOR EVALUATING, MONITORING AND PREDICTING THE STATUS OF REGIONS OF THE PLANET THROUGH TIME

机译:通过时间评估,监视和预测地区区域状态的平台

摘要

A Platform and Method for Evaluating, Exploring, and Predicting the Status of Regions of the Planet through Time is provided. The method is a computer-implemented means for evaluating an area. The method includes collecting relevant datasets, transforming datasets into dynamic datasets, selecting a region of interest, selecting factors of interest, producing an evaluation index for the region of interest, specifying targets and thresholds for the evaluation index, generating a visualization of the evaluation index for the region of interest; generating alerts when the evaluation index changes in specified ways, and reporting the status and trend of the region of interest using the evaluation index. The data transformation is optionally achieved with machine learning algorithms and training data to produce time series indices. The method may also produce predictive models and maps from the time series indices.
机译:提供了一种用于评估,探索和预测随时间变化的行星区域状态的平台和方法。该方法是用于评估面积的计算机实现的手段。该方法包括收集相关数据集,将数据集转换为动态数据集,选择关注区域,选择关注因子,为关注区域生成评估指标,为评估指标指定目标和阈值,生成评估指标的可视化对于感兴趣的区域;当评估指标以指定方式更改时生成警报,并使用评估指标报告关注区域的状态和趋势。数据转换可选地通过机器学习算法和训练数据来实现,以产生时间序列索引。该方法还可以根据时间序列索引生成预测模型和地图。

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