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使用CropCircle ACS-470进行研究时近端主动光学传感操作的改进,对归一化植被指数(NDVI)测量的影响。

Proximal Active Optical Sensing Operational Improvement for Research Using the CropCircle ACS-470, Implications for Measurement of Normalized Difference Vegetation Index (NDVI).

作者信息

Conley Matthew M, Thompson Alison L, Hejl Reagan

机构信息

U.S. Arid-Land Agricultural Research Center, U.S. Department of Agriculture, Agricultural Research Service, Maricopa, AZ 85138, USA.

U.S. Department of Agriculture, Agricultural Research Service, Pullman, WA 99163, USA.

出版信息

Sensors (Basel). 2023 May 24;23(11):5044. doi: 10.3390/s23115044.

DOI:10.3390/s23115044
PMID:37299771
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10255205/
Abstract

Active radiometric reflectance is useful to determine plant characteristics in field conditions. However, the physics of silicone diode-based sensing are temperature sensitive, where a change in temperature affects photoconductive resistance. High-throughput plant phenotyping (HTPP) is a modern approach using sensors often mounted to proximal based platforms for spatiotemporal measurements of field grown plants. Yet HTPP systems and their sensors are subject to the temperature extremes where plants are grown, and this may affect overall performance and accuracy. The purpose of this study was to characterize the only customizable proximal active reflectance sensor available for HTPP research, including a 10 °C increase in temperature during sensor warmup and in field conditions, and to suggest an operational use approach for researchers. Sensor performance was measured at 1.2 m using large titanium-dioxide white painted field normalization reference panels and the expected detector unity values as well as sensor body temperatures were recorded. The white panel reference measurements illustrated that individual filtered sensor detectors subjected to the same thermal change can behave differently. Across 361 observations of all filtered detectors before and after field collections where temperature changed by more than one degree, values changed an average of 0.24% per 1 °C. Recommendations based on years of sensor control data and plant field phenotyping agricultural research are provided to support ACS-470 researchers by using white panel normalization and sensor temperature stabilization.

摘要

主动辐射反射率有助于在田间条件下确定植物特征。然而,基于硅二极管的传感物理特性对温度敏感,温度变化会影响光电导电阻。高通量植物表型分析(HTPP)是一种现代方法,使用的传感器通常安装在近端平台上,用于对田间种植的植物进行时空测量。然而,HTPP系统及其传感器会受到植物生长环境极端温度的影响,这可能会影响整体性能和准确性。本研究的目的是对HTPP研究中唯一可定制的近端主动反射率传感器进行特性描述,包括传感器预热期间和田间条件下温度升高10°C的情况,并为研究人员提出一种操作使用方法。使用大型二氧化钛白色涂漆田间归一化参考面板在1.2米处测量传感器性能,并记录预期的探测器统一值以及传感器本体温度。白色面板参考测量表明,经历相同热变化的各个滤波传感器探测器的行为可能不同。在温度变化超过1°C的田间采集前后对所有滤波探测器进行的361次观测中,每1°C的值平均变化0.24%。通过使用白色面板归一化和传感器温度稳定化,基于多年的传感器控制数据和植物田间表型分析农业研究提供了建议,以支持ACS - 470研究人员。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ba76/10255205/51efe22f6d6a/sensors-23-05044-g011.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ba76/10255205/815162bd5d8b/sensors-23-05044-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ba76/10255205/90b6d59e8ef4/sensors-23-05044-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ba76/10255205/08040bb12494/sensors-23-05044-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ba76/10255205/02b8188ad87a/sensors-23-05044-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ba76/10255205/f08e8fe7444c/sensors-23-05044-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ba76/10255205/564d411d720c/sensors-23-05044-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ba76/10255205/44726e4acbff/sensors-23-05044-g009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ba76/10255205/356a38b8dec2/sensors-23-05044-g010.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ba76/10255205/51efe22f6d6a/sensors-23-05044-g011.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ba76/10255205/815162bd5d8b/sensors-23-05044-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ba76/10255205/90b6d59e8ef4/sensors-23-05044-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ba76/10255205/08040bb12494/sensors-23-05044-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ba76/10255205/02b8188ad87a/sensors-23-05044-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ba76/10255205/f08e8fe7444c/sensors-23-05044-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ba76/10255205/564d411d720c/sensors-23-05044-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ba76/10255205/44726e4acbff/sensors-23-05044-g009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ba76/10255205/356a38b8dec2/sensors-23-05044-g010.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ba76/10255205/51efe22f6d6a/sensors-23-05044-g011.jpg

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