利用直升机近红外相机数据和遥感卫星数据估算水稻作物品质和收成

K. Arai, Masanoori Sakashita, Osamu Shigetomi, Yuko Miura
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引用次数: 6

摘要

利用直升机近红外相机和遥感卫星数据,估算了不同水稻残茬密度下稻田的稻米品质和收成。利用集约化的稻田研究基地,利用归一化植被指数(Normalized Difference Vegetation Index)进行回归分析,估算水稻作物蛋白质含量和叶片氮含量;利用无线电控制直升机上安装的摄像机获取NDVI,并结合水稻作物的收获量。通过在日本贺贺市贺贺县农业研究所(SPRIA)的稻田进行的实验,发现水稻作物中的蛋白质含量与安装在无线电控制直升机上的可见光和近红外:NIR相机获取的NDVI高度相关。水稻叶片氮素含量也与NDVI相关。水稻作物中蛋白质含量与稻米口感成反比。因此,通过稻田NDVI观测可以对水稻作物品质进行评价。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Estimation of Rice Crop Quality and Harvest Amount from Helicopter Mounted NIR Camera Data and Remote Sensing Satellite Data
Estimation of rice crop quality and harvest amount in paddy fields with the different rice stump density derived from helicopter mounted NIR camera and remote sensing satellite data is made. Using the intensive study site of rice paddy fields with managing, estimation of protein content in rice crop and nitrogen content in rice leaves through regression analysis with Normalized Difference Vegetation Index: NDVI derived from camera mounted on a radio-control helicopter is made together with harvest amount of rice crops. Through experiments at rice paddy fields which is situated at Saga Prefectural Agriculture Research Institute SPRIA in Saga city, Japan, it is found that protein content in rice crops is highly correlated with NDVI which is acquired with visible and Near Infrared: NIR camera mounted on radio-control helicopter. It also is found that nitrogen content in rice leaves is correlated to NDVI as well. Protein content in rice crop is negatively proportional to rice taste. Therefore rice crop quality can be evaluated through NDVI observation of rice paddy field.
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