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><abstract xmlns =“http://www.wiley.com/namespaces/wiley”type =“main”> <title type =“main”>抽象</ title> >国家航空航天和空间提供的网格数据库世界范围内能源资源的管理/预测（NASA / Power）在横向分辨率为1°纬度的水平分辨率下，全球覆盖完整的天气数据，成为农业气象研究的潜在来源。一旦巴西是一个拥有大陆尺寸和主要的甘蔗世界生产国的国家，它的地面气象站密度适合于有效的农业规划稀疏，本研究的目标是测试通过其比较是如何稳健的与巴西地面天气站网络记录（INEMET），并量化对电位的影响（<fi> Y </ fi> <sub> p </ sub>），可达到（<fi> y </ fi> <sub> ATT </ sub>）甘蔗产生模拟当NASA / POWER作为输入天气数据的源。天气数据记录和甘蔗产量模拟的比较从1997年到2016年进行。统计指标呈现出令人满意的平均气温性能（<Fi> R </ Fi> 2 </ sup> =？0.73; <fi> d </ fi>？=？0.91），最小空气温度（<fi> r </ fi> 2 </ sup>？=？0.72; <fi> d </ fi>？=？ 0.91），最大空气温度（<fi> R </ fi> 2 </ sup>？=Δ0.57; <fi> d </ fi>？=？0.84），太阳辐射（SR）（<fi > R </ fi> 2 </ sup>？=？0.71; <fi> d </ fi>？=？0.92），阳光小时（<fi> r </ fi> 2 </ sup>？=？0.68; <fi> d </ fi>？Δ0.90）和参考蒸发，当通过普利斯特利 - 泰勒（Eto-pt）方法计算（<fi> R </ fi> 2 < / sup>？=？0.76; <fi> d </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; 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