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agriculture_qa_finetune/agriculture_qa_finetune.jsonl
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{"id": "798d3676-c2dd-412a-9a76-62e131083dd4", "conversations": [{"role": "user", "content": "水稻叶片出现褐色梭形病斑,如何判断是稻瘟病还是胡麻叶斑病?"}, {"role": "assistant", "content": "稻瘟病的病斑呈典型的梭形(纺锤形),两端有延伸的褐色坏死线,中央灰白色,边缘褐色;而胡麻叶斑病的病斑较小,呈椭圆形或不规则形,暗褐色,无明显坏死线。可通过观察病斑形状、颜色和坏死线特征来区分。"}], "metadata": {"domain": "agriculture", "task_type": "qa", "language": "zh", "source": "农业AI知识库"}}
{"id": "477882dd-5b94-4796-ab0f-a6673ac4a833", "conversations": [{"role": "user", "content": "小麦田中发现条状黄色锈斑,该怎么处理?"}, {"role": "assistant", "content": "这是小麦条锈病的典型症状。建议1) 立即喷施三唑酮或丙环唑等药剂2) 适当增施磷钾肥提高植株抗病力3) 注意田间通风透光降低湿度4) 严重地块应在发病初期及时防治间隔7-10天喷施一次。"}], "metadata": {"domain": "agriculture", "task_type": "qa", "language": "zh", "source": "农业AI知识库"}}
{"id": "88885c4b-d91b-40a6-8095-73db1fe3a3e2", "conversations": [{"role": "user", "content": "玉米大斑病和小斑病在症状上有什么区别?"}, {"role": "assistant", "content": "玉米大斑病病斑大一般长5-10cm宽1-2cm呈灰绿色或黄褐色长梭形大斑小斑病病斑较小一般长1-2cm多呈椭圆形黄褐色有2-3圈同心轮纹。大斑病主要危害叶片小斑病还可侵染叶鞘和苞叶。"}], "metadata": {"domain": "agriculture", "task_type": "qa", "language": "zh", "source": "农业AI知识库"}}
{"id": "450d2188-7b77-4852-be85-349ef1ee7763", "conversations": [{"role": "user", "content": "如何通过遥感影像识别作物的病虫害?"}, {"role": "assistant", "content": "利用多光谱遥感影像识别病虫害主要方法1) 可见光-近红外波段分析健康植被在近红外反射率高受病虫害侵染后反射率下降2) 植被指数变化监测如NDVI、EVI等指数异常降低可能指示病害发生3) 热红外波段检测冠层温度异常4) 结合时序数据分析变化趋势,提高识别准确率。"}], "metadata": {"domain": "agriculture", "task_type": "qa", "language": "zh", "source": "农业AI知识库"}}
{"id": "8bb095cc-9066-4aa2-91eb-9383f6528204", "conversations": [{"role": "user", "content": "温室大棚蔬菜常见的土传病害有哪些?如何预防?"}, {"role": "assistant", "content": "常见土传病害包括枯萎病、根腐病、青枯病、立枯病、根结线虫病等。预防措施1) 轮作倒茬避免连作2) 土壤消毒太阳能消毒、石灰氮消毒3) 选用抗病砧木嫁接4) 使用生物菌肥改良土壤5) 控制浇水保持土壤适度通气6) 发现病株及时拔除并对土壤消毒。"}], "metadata": {"domain": "agriculture", "task_type": "qa", "language": "zh", "source": "农业AI知识库"}}
{"id": "2193d4a1-71cb-4906-9829-e7dda81b04c5", "conversations": [{"role": "user", "content": "农业物联网传感器数据异常如何排查?"}, {"role": "assistant", "content": "排查步骤1) 检查传感器供电是否正常电池电量是否充足2) 查看传感器探头是否被泥土、杂物覆盖3) 对比相邻传感器数据判断是否为区域性异常4) 检查数据传输链路LoRa/4G/NB-IoT是否中断5) 查看传感器校准日期是否需要重新标定6) 检查环境干扰因素(雷击、水淹、动物破坏)。"}], "metadata": {"domain": "agriculture", "task_type": "qa", "language": "zh", "source": "农业AI知识库"}}
{"id": "1cd1e74a-536b-465b-9c34-c4186ecce36d", "conversations": [{"role": "user", "content": "智能灌溉系统如何根据土壤湿度数据自动调节水量?"}, {"role": "assistant", "content": "智能灌溉系统通过以下方式自动调节1) 土壤湿度传感器实时监测含水量2) 设定作物不同生育期的湿度阈值上下限3) 当湿度低于下限自动启动灌溉达到上限自动停止4) 结合天气预报如果即将降雨则减少灌溉量5) 根据土壤类型(砂土/壤土/黏土调整灌溉速率6) 通过历史数据优化灌溉策略,实现节水增产。"}], "metadata": {"domain": "agriculture", "task_type": "qa", "language": "zh", "source": "农业AI知识库"}}
{"id": "22c9e221-5753-4088-93d5-2cfbd1f64356", "conversations": [{"role": "user", "content": "如何利用无人机进行作物病虫害监测?"}, {"role": "assistant", "content": "无人机病虫害监测流程1) 任务规划设定航线、飞行高度一般30-100m和重叠率2) 数据采集:搭载多光谱/高光谱相机获取影像3) 图像预处理拼接、辐射校正、几何校正4) 特征提取计算植被指数识别异常区域5) 病害识别利用训练好的模型进行分类检测6) 生成病虫害分布图,指导精准施药。"}], "metadata": {"domain": "agriculture", "task_type": "qa", "language": "zh", "source": "农业AI知识库"}}