来自生产农场土壤传感器和气象站的传感器数据的开放数据集
An Open Dataset of Sensor Data from Soil Sensors and Weather Stations at Production Farms
摘要：
气候和土壤条件对农业活动尤为重要。研究这些因素及其在养分和硝酸盐吸收率中的作用，可以通过更有控制地使用化肥和化学品，对作物产量和环境保护都有好处。来自农村和农业传感器网络的公共数据很少。这部分是由于在农村农业地区部署和维护物联网网络时面临的独特挑战。作为一个名为WHIN的5年项目的一部分，我们一直在印第安纳州普渡大学及其周围的生产和实验农场部署和收集传感器数据。在这里，我们发布了一个数据集，其中包括来自3个生产农场的3个节点的代表性样本的土壤传感器数据，每个节点持续5个月。我们将这些数据与天气数据相关联，并得出一些关于土壤吸收雨水的见解。我们在https://purduewhin.ecn.purdue.edu/dataset2021上提供数据集。
英文摘要：
Weather and soil conditions are particularly important when it comes to farming activities. Study of these factors and their role in nutrient and nitrate absorption rates can lead to useful insights with benefits for both the crop yield and the protection of the environment through the more controlled use of fertilizers and chemicals. There is a paucity of public data from rural, agricultural sensor networks. This is partly due to the unique challenges faced during the deployment and maintenance of IoT networks in rural agricultural areas. As part of a 5-year project called WHIN we have been deploying and collecting sensor data from production and experimental agricultural farms in and around Purdue University in Indiana. Here we release a dataset comprising soil sensor data from a representative sample of 3 nodes across 3 production farms, each for 5 months. We correlate this data with the weather data and draw some insights about the absorption of rain in the soil. We provide the dataset at: https://purduewhin.ecn.purdue.edu/dataset2021.
机构、总结、中文摘要均由AI分析而来，可能存在错误，请以论文正文为准。
