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Soilytics: Replacing Chemistry with Physics: Hyperspectral Infrared Imaging Replaces Testing by Loss on Ignition Organic Matter Method

机译:土壤学:用物理代替化学:高光谱红外成像取代了点火有机物损失法的测试

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The relevance of understanding organic matter in agriculture includes its impact on soil texture, soil bulk density, water holding capacity, soil pH, cation exchange, and microbial biomass. . Currently organic matter is analyzed by the "Loss on Ignition" and "Walkley Black" methods. PDMI (Persistence Data Mining Inc.) is introducing the Soilytics™ solution, our hyperspectral soil nutrient mapping technology. Hyperspectral technology allows for quick and easy soil organic matter testing at a cost-effective rate. This will dramatically improve the efficiency of soil labs, while reducing cost and response times. Not only will this be a huge breakthrough for the soil testing industry, it will serve the precision agricultural market by improving fertilizer application and efficiency. Our technology will help farmers increase crop yields, optimize input costs, and improve environmental protection. Organic matter hyperspectral results are well within the standard margin of error of loss on ignition organic matter analysis between different laboratories and is a cost-effective method to test and make prescriptions for fertilizers application in agriculture fields. Through the use of advanced algorithms Soilytics™ is able to convert hyperspectral reflectance soil data into usable information to serve the agricultural industry. The Malvern Panalyticals ASD LabSpec is used to collect relevant data. Hyperspectral sensors allow us to visually see outside the range of human vision. Focussing on the SWIR (Short Wave Infrared), and VNIR (Visible-Near IR) spectrum have enabled a new advanced methodology to scan and collect data on nutrients and OM (organic matter) in soil. The data had to be analyzed for factors that could impact results based on texture, water content, and geology. The baselined data could then be processed into accurate information. Correlating these results to current lab methods resulted in the determination that the use of the full spectrum resulted in better results since limiting factors on confidence required additional spectral bands to properly baseline. LOI (Loss on Ignition) is the conventional method for organic matter analysis, cost constraints prevent more granular testing which impacts yields and costs. By remote sensing soil samples, we can take many more samples more quickly and efficiently. The sample data can then be uploaded directly to the laboratories, which eliminates the cost and delays of shipping samples.
机译:了解农业中有机物的相关性包括其对土壤质地,土壤容重,持水量,土壤pH,阳离子交换和微生物生物量的影响。 。当前,有机物通过“燃烧损失”和“沃克利黑”方法进行分析。 PDMI(Persistence Data Mining Inc.)正在推出Soilytics™解决方案,这是我们的高光谱土壤养分制图技术。高光谱技术可实现经济高效的土壤有机物快速简便的测试。这将大大提高土壤实验室的效率,同时减少成本和响应时间。这不仅是土壤测试行业的巨大突破,而且还将通过提高肥料的施用量和效率来服务于精密农业市场。我们的技术将帮助农民提高农作物产量,优化投入成本并改善环境保护。有机物高光谱结果在不同实验室之间的燃烧有机物分析损失的标准误差范围之内,是一种经济有效的方法,可用于测试和制定用于农业领域的肥料处方。通过使用先进的算法,Soilytics™能够将高光谱反射率的土壤数据转换为可用于农业行业的有用信息。 Malvern Panalyticals ASD LabSpec用于收集相关数据。高光谱传感器使我们能够以视觉方式看到人类视觉范围之外的东西。专注于SWIR(短波红外)和VNIR(可见光-近红外)光谱,已经启用了一种新的先进方法,可以扫描和收集土壤中养分和OM(有机物)的数据。必须根据质地,含水量和地质情况对数据进行分析,以找出可能影响结果的因素。然后可以将基准数据处理为准确的信息。将这些结果与当前的实验室方法相关联,可以确定使用全光谱会产生更好的结果,因为置信度的限制因素需要额外的光谱带才能正确地达到基线。 LOI(燃烧失重)是有机物分析的常规方法,成本约束阻止了更细粒度的测试,从而影响了产量和成本。通过遥感土壤样品,我们可以更快,更高效地采集更多样品。然后可以将样本数据直接上传到实验室,从而消除了成本和运输样本的延迟。

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