A method for solar radiation error correction of temperature measured in a reinforced plastic screen for climatic data collection

Yang Jie; Liu Qingquan; Dai Wei

摘要

ABSTRACT >Due to solar radiation effect, air temperature sensor inside a reinforced plastic screen may produce a measurement error that is 0.8?°C or higher. To improve air temperature observation accuracy and correct historical temperature of weather stations, a radiation error correction method is proposed. The correction method is based on a computational fluid dynamics (CFD) method and a neural network method. The CFD method is implemented to obtain the radiation error of a reinforced plastic screen under various environmental conditions. Then, a radiation error correction equation is obtained by fitting the CFD results using the neural network method. To verify the performance of the radiation error correction equation, a reinforced plastic screen and an aspirated temperature measurement platform are characterized in the same environment to conduct the intercomparison. The aspirated temperature measurement platform serves as an air temperature reference. The average radiation error given by four sunny days intercomparison experiments is 0.85?°C. The corresponding average radiation error given by the correction equation is 0.83?°C. The mean absolute error, the root mean square error and the correlation coefficient between the radiation errors given by the correction equation and the radiation errors given by the experiments with the reference platform are 0.099, 0.109 and 0.713?°C, respectively. </abstract> </span> <span class="z_kbtn z_kbtnclass hoverxs" style="display: none;">展开▼</span> </div> <div class="translation abstracttxt"> <span class="zhankaihshouqi fivelineshidden" id="abstract"> <span>机译：</span><Abstract XMLNS =“http://www.wiley.com/namespaces/wiley”type =“main”> <title type =“main”> abstract </ title> >由于太阳辐射效应，空气温度传感器在增强塑料屏幕内部可以产生0.8°C或更高的测量误差。为了提高气温观察精度和矫正气象站的历史温度，提出了一种辐射误差校正方法。校正方法基于计算流体动力学（CFD）方法和神经网络方法。实施CFD方法以在各种环境条件下获得增强塑料筛网的辐射误差。然后，通过使用神经网络方法拟合CFD结果来获得辐射误差校正方程。为了验证辐射误差校正方程的性能，增强塑料屏幕和吸气温度测量平台的特征在于相同的环境来进行相互作用。吸气温度测量平台用作空气温度参考。由四个阳光较阳光的互相实验给出的平均辐射误差为0.85Ω·℃。校正等式给出的相应平均辐射误差为0.83Ω·°C。校正方程给出的辐射误差与参考平台的实验给出的辐射误差与参考平台给出的辐射误差之间的辐射误差之间的辐射误差分别为0.099,0.109和0.713Ω°C。</ p > </ abstract> </span> <span class="z_kbtn z_kbtnclass hoverxs" style="display: none;">展开▼</span> </div> </div> <div class="record"> <h2 class="all_title" id="enpatent33" >著录项</h2> <ul> <li> <span class="lefttit">来源</span> <div style="width: 86%;vertical-align: text-top;display: inline-block;"> <a href='/journal-foreign-21026/'>《International Journal of Climatology: A Journal of the Royal Meteorological Society》</a> <b style="margin: 0 2px;">|</b><span>2018年第3期</span><b style="margin: 0 2px;">|</b><span>共9页</span> </div> </li> <li> <div class="author"> <span class="lefttit">作者</span> <p id="fAuthorthree" class="threelineshidden zhankaihshouqi"> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Yang Jie&option=202" target="_blank" rel="nofollow">Yang Jie;</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Liu Qingquan&option=202" target="_blank" rel="nofollow">Liu Qingquan;</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Dai Wei&option=202" target="_blank" rel="nofollow">Dai Wei;</a> </p> <span class="z_kbtnclass z_kbtnclassall hoverxs" id="zkzz" style="display: none;">展开▼</span> </div> </li> <li> <div style="display: flex;"> <span class="lefttit">作者单位</span> <div style="position: relative;margin-left: 3px;max-width: 639px;"> <div class="threelineshidden zhankaihshouqi" id="fOrgthree"> <p>Jiangsu Collaborative Innovation Center on Atmospheric Environment and Equipment TechnologyNanjing China;</p> <p>Jiangsu Collaborative Innovation Center on Atmospheric Environment and Equipment TechnologyNanjing China;</p> <p>Key Laboratory of MEMS of the Ministry of EducationNanjing China;</p> </div> <span class="z_kbtnclass z_kbtnclassall hoverxs" id="zhdw" style="display: none;">展开▼</span> </div> </div> </li> <li > <span class="lefttit">收录信息</span> <span style="width: 86%;vertical-align: text-top;display: inline-block;"></span> </li> <li> <span class="lefttit">原文格式</span> <span>PDF</span> </li> <li> <span class="lefttit">正文语种</span> <span>eng</span> </li> <li> <span class="lefttit">中图分类</span> <span><a href="https://www.zhangqiaokeyan.com/clc/1232.html" title="气候学">气候学;</a></span> </li> <li class="antistop"> <span class="lefttit">关键词</span> <p style="width: 86%;vertical-align: text-top;"> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=radiation error&option=203" rel="nofollow">radiation error;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=surface air temperature&option=203" rel="nofollow">surface air temperature;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=computational fluid dynamics&option=203" rel="nofollow">computational fluid dynamics;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=neural network&option=203" rel="nofollow">neural network;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=reinforced plastic screen&option=203" rel="nofollow">reinforced plastic screen;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=climate change&option=203" rel="nofollow">climate change;</a> </p> <div class="translation"> 机译：辐射误差;表面空气温度;计算流体动力学;神经网络;增强塑料屏幕;气候变化; </div> </li> </ul> </div> </div> <div class="literature cardcommon" id="literaturereference" style="display:none"> <div class="similarity "> <h3 class="all_title" id="enpatent111">引文网络</h3> <div class="referencetab clearfix"> <ul id="referencedaohang"> <li dataid="referenceul">参考文献</li> <li dataid="citationul">引证文献</li> <li dataid="commonreferenceul">共引文献</li> <li dataid="commoncitationul">同被引文献</li> <li dataid="tworeferenceul">二级参考文献</li> <li dataid="twocitationul">二级引证文献</li> </ul> </div> <div class="reference_details" id="referenceList"> <ul id="referenceul"></ul> <ul id="citationul"></ul> <ul id="commonreferenceul"></ul> <ul id="commoncitationul"></ul> <ul id="tworeferenceul"></ul> <ul 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MA Chun-wang</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=马春旺&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">,马春旺</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=PU Jie&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">,PU Jie</a> <span> <a href="/conference-cn-6449/" target="_blank" rel="nofollow" class="tuijian_authcolor"> . 中国核学会2013年学术年会 </a> <span> <span> . 2013</span> </span> </div> </li> <li> <div> <b>7. </b><a class="enjiyixqcontent" href="/academic-degree-domestic_mphd_thesis/020315689464.html">传感器网络中数据收集方法和传输方法研究</a> <b>[A] </b> <span> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=孟祥石&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor"> . 孟祥石</a> <span> . 2020</span> </span> </div> </li> </ul> <ul style="display: none;"> <li> <div> <b>1. </b><a class="enjiyixqcontent" href="/patent-detail/061204939118.html">一种气候环境实验室内飞机太阳辐射模拟试验系统及方法</a> <b>[P]</b> . <span> 中国专利： CN113933236B </span> <span> . 2022.03.04</span> </div> </li> <li> <div> <b>2. </b><a class="enjiyixqcontent" href="/patent-detail/06120113857141.html">一种气候环境实验室内飞机太阳辐射模拟试验系统及方法</a> <b>[P]</b> . <span> 中国专利： CN113933236A </span> <span> . 2022-01-14</span> </div> </li> <li> <div> <b>3. </b><a class="enjiyixqcontent" href="/patent-detail/06130471583130.html">method of data transmission with error correction, device based on the method of data transmission with error correction.data carrier for the product on the basis of this method of data transmission with error correction.decoder for use with such a method of data transmission with error correction and device comprising such a decoder</a> <b>[P]</b> . <span> 外国专利：  IT1135849B </span> <span> . 1986-08-27</span> </div> <p class="zwjiyix translation" style="max-width: initial;height: auto;word-break: break-all;white-space: initial;text-overflow: initial;overflow: initial;"> <span>机译：带有纠错的数据传输方法，基于带有纠错的数据传输方法的设备，基于带有纠错的数据传输方法的产品的数据载体，与这种带有错误的数据传输方法一起使用的解码器校正和包括这种解码器的设备 </span> </p> </li> <li> <div> <b>4. </b><a class="enjiyixqcontent" href="/patent-detail/06130475224213.html">Error correction data transmission method, apparatus using such error correction data transmission method, data carrier (CARRIER) provided by implementing such error correction data transmission method, decoder for use as such error correction data transmission method, and such decoder Containing device</a> <b>[P]</b> . <span> 外国专利：  KR830006744A </span> <span> . 1983-10-06</span> </div> <p class="zwjiyix translation" style="max-width: initial;height: auto;word-break: break-all;white-space: initial;text-overflow: initial;overflow: initial;"> <span>机译：纠错数据传输方法，使用该纠错数据传输方法的设备，通过实现该纠错数据传输方法而提供的数据载体（CARRIER），用作该纠错数据传输方法的解码器以及该解码器包含装置 </span> </p> </li> <li> <div> <b>5. </b><a class="enjiyixqcontent" href="/patent-detail/06130477742188.html">data product on the basis of the method of transmission of data, with a method of data transmission with error correction, correction of errors.the device based on this method, decoder for use with transmission of data, with the method of data transmission error correction, with correction of support for</a> <b>[P]</b> . <span> 外国专利：  IT8121784D0 </span> <span> . 1981-05-18</span> </div> <p class="zwjiyix translation" style="max-width: initial;height: auto;word-break: break-all;white-space: initial;text-overflow: initial;overflow: initial;"> <span>机译：基于数据传输方法的数据产品，带有纠错的数据传输方法，纠错方法。基于此方法的设备，用于数据传输的解码器，带有数据传输纠错方法，并修正了对 </span> </p> </li> </ul> </div> </div> </div> <div class="theme cardcommon" style="overflow: auto;display:none"> <h3 class="all_title" id="enpatent55">相关主题</h3> <ul id="subject"> </ul> </div> </div> </div> </div> <div class="right rightcon"> <div class="details_img cardcommon clearfix" style="margin-bottom: 10px;display:none;" > 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