Traditional soil sampling and analysis methods are labor-intensive, time-consuming, and limited in spatial resolution, making them unsuitable for large-scale precision agriculture. To address these limitations, we present a robotic solution for real-time sampling, analysis and mapping of key soil properties. Our system consists of two main sub-systems: a Sample Acquisition System (SAS) for precise, automated in-field soil sampling; and a Sample Analysis Lab (Lab) for real-time soil property analysis. The system's performance was validated through extensive field trials at a large-scale Australian farm. Experimental results show that the SAS can consistently acquire soil samples with a mass of 50g at a depth of 200mm, while the Lab can process each sample within 10 minutes to accurately measure pH and macronutrients. These results demonstrate the potential of the system to provide farmers with timely, data-driven insights for more efficient and sustainable soil management and fertilizer application.
翻译:传统的土壤采样与分析方法劳动强度大、耗时且空间分辨率有限,难以适用于大规模精准农业。为克服这些局限,我们提出了一种用于关键土壤属性实时采样、分析与制图的机器人解决方案。该系统由两个主要子系统构成:用于田间精准自动化土壤采样的样本采集系统,以及用于土壤属性实时分析的样本分析实验室。该系统的性能通过在澳大利亚大型农场开展的广泛田间试验得到验证。实验结果表明,样本采集系统能够稳定地在200毫米深度采集质量为50克的土壤样本,而样本分析实验室可在10分钟内处理每个样本,精确测量pH值与大量营养素。这些结果证明了该系统具备为农户提供及时、数据驱动的洞察的潜力,从而实现更高效、可持续的土壤管理与施肥作业。