Assessment of NASA/POWER satellite‐based weather system for Brazilian conditions and its impact on sugarcane yield simulation

Monteiro Leonardo A.; Sentelhas Paulo C.; Pedra George U.

摘要

ABSTRACT > The gridded database provided by National Aeronautics and Space Administration/Prediction of World Wide Energy Resources (NASA/POWER) presents a global coverage of complete weather data at horizontal resolution of 1° latitude–longitude, becoming a potential source for agrometeorological studies. Once Brazil is a country with continental dimensions and the major sugarcane world producer, and its density of ground weather stations suitable for an efficient agricultural planning is sparse, the objectives of this study were to test how robust is the NASA/POWER database through its comparison with the Brazilian ground weather stations network records (INMET) and to quantify the impacts on potential ( <fi>Y</fi> <sub>p</sub> ) and attainable ( <fi>Y</fi> <sub>att</sub> ) sugarcane yield simulations when setting NASA/POWER as source of input weather data. The comparisons for weather data records and sugarcane yield simulations were carried out from 1997 to 2016. Statistical indices presented a satisfactory performance for average air temperature ( <fi>R</fi> 2 ?=?0.73; <fi>d</fi> ?=?0.91), minimum air temperature ( <fi>R</fi> 2 ?=?0.72; <fi>d</fi> ?=?0.91), maximum air temperature ( <fi>R</fi> 2 ?=?0.57; <fi>d</fi> ?=?0.84), solar radiation (SR) ( <fi>R</fi> 2 ?=?0.71; <fi>d</fi> ?=?0.92), sunshine hours ( <fi>R</fi> 2 ?=?0.68; <fi>d</fi> ?=?0.90) and reference evapotranspiration, when calculated through Priestley–Taylor (ETo‐PT) method ( <fi>R</fi> 2 ?=?0.76; <fi>d </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>None </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11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=Monteiro Leonardo A.&option=202" target="_blank" rel="nofollow">Monteiro Leonardo A.;</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Sentelhas Paulo C.&option=202" target="_blank" rel="nofollow">Sentelhas Paulo C.;</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Pedra George U.&option=202" target="_blank" rel="nofollow">Pedra George U.;</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>World Meteorological OrganizationBrasilia Brazil;</p> <p>Department of Biosystems EngineeringESALQ University of S?o PauloPiracicaba Brazil;</p> <p>World Meteorological OrganizationBrasilia Brazil;</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=weather databases&option=203" rel="nofollow">weather databases;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=crop simulation models&option=203" rel="nofollow">crop simulation models;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=potential and attainable yields&option=203" rel="nofollow">potential and attainable yields;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=agricultural planning&option=203" rel="nofollow">agricultural planning;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=climatic variability&option=203" rel="nofollow">climatic variability;</a> </p> <div class="translation"> 机译：天气数据库;作物仿真模型;潜在和可达到的产量;农业规划;气候变异性; </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 id="twocitationul"></ul> </div> </div> </div> <div class="literature cardcommon"> <div class="similarity "> <h3 class="all_title" id="enpatent66">相似文献</h3> <div class="similaritytab clearfix"> <ul> <li class="active" >外文文献</li> <li >中文文献</li> <li >专利</li> </ul> </div> <div class="similarity_details"> <ul > <li> <div> <b>1. </b><a class="enjiyixqcontent" href="/academic-journal-cn_advances-atmospheric-sciences_thesis/0201278802996.html">An Observing System Simulation Experiment to Assess the Potential Impact of a Virtual Mobile Communication Tower-based Observation Network on Weather Forecasting Accuracyin China. 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Muhammad Ishaq Asif Rehmani</a> <span> . 2011</span> </span> </div> </li> </ul> <ul style="display: none;"> <li> <div> <b>1. </b><a class="enjiyixqcontent" href="/patent-detail/06130449482858.html">ENVIRONMENTAL-IMPACT ASSESSMENT TABLE, ENVIRONMENT EVALUATOR, ENVIRONMENTAL-IMPACT ASSESSMENT SYSTEM, ENVIRONMENTAL-IMPACT ASSESSMENT SERVER DEVICE, ENVIRONMENTAL-IMPACT ASSESSMENT TERMINAL DEVICE, AUCTION SYSTEM AND PROGRAM RECORDING MEDIUM</a> <b>[P]</b> . <span> 外国专利：  JP2001222588A </span> <span> . 2001-08-17</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：环境影响评估表，环境评估器，环境影响评估服务器，环境影响评估服务器设备，环境影响评估终端设备，拍卖系统和程序记录介质 </span> </p> </li> <li> <div> <b>2. </b><a class="enjiyixqcontent" href="/patent-detail/06130501508896.html">DIE YIELD ASSESSMENT BASED ON PATTERN-FAILURE RATE SIMULATION</a> <b>[P]</b> . <span> 外国专利：  US2022075274A1 </span> <span> . 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