University of Adelaide Roseworthy reference paddocks for GRDC Machine Learning project - raw and pre-processed datasets

A dataset of 4 paddocks at the Roseworthy Campus, University of Adelaide, South Australia. Data includes paddock boundaries, point data EM38, elevation and yield (canola, Beans - Broad/Faba, Barley - Winter, Oats - Spring, Wheat - Durum) and moisture percentage (yield associated data). The dataset collection is from 2007 - 2011. In addition to the raw data the collection includes pre-processed versions of the dataset compliant with machine learning analytics.

本数据集收录了澳大利亚南澳大利亚州（South Australia）阿德莱德大学（University of Adelaide）罗斯沃西校区（Roseworthy Campus）内4块试验田的相关数据。数据内容涵盖试验田边界数据、EM38点位数据、高程数据，以及油菜、宽叶蚕豆/蚕豆、冬季大麦、春燕麦、硬质小麦的产量数据与产量相关的含水率数据。该数据集的采集周期为2007年至2011年。除原始数据外，本数据集还提供了适配机器学习分析的预处理版本。