Developing detailed age-specific thematic maps for coffee (Coffea arabica L.) in heterogeneous agricultural landscapes using random forests applied on Landsat 8 multispectral sensor     

Abel Chemura  Onisimo Mutanga 《国际地球制图》2017,32(7):759-776

Coffee is a commodity of international trade significance, and its value chain can benefit from age-specific thematic maps. This study aimed to assess the potential of Landsat 8 OLI to develop these maps. Using field-collected samples with the random forest classifier, splitting coffee into three age classes (Scheme A) was compared with running the classification with one compound coffee class (Scheme B). Higher overall classification accuracy was obtained in Scheme B (90.3% for OLI and 86.8% for ETM+) than in Scheme A (86.2% for OLI and 81.0% for ETM+). The NIR band of OLI was the most important band in intra-class discrimination of coffee. Landsat 8 OLI mapped area closely matched farm records (R^2?=?0.88) compared to that of Landsat 7 ETM+ (R^2?=?0.78). It was concluded that Landsat 8 OLI data can be used to produce age-specific thematic maps in coffee production areas although disaggregating coffee classes reduces overall accuracy.  相似文献   

基于SuperMap的空间大数据可视化技术研究与应用     

崔雪  云惟英  周强  冯振华  陈颖  张振琦 《测绘与空间地理信息》2017,40(Z1)

人类正从IT时代走向DT时代,诸多的技术手段使大数据处理技术能够从大规模数据中分析出相关模式或趋势,让我们对海量数据的价值挖掘充满了期待.当可视化呈现让大数据的潜力达到最大时,以往未被观察到的现象或趋势很容易被发现,用户能够快速地获得更多信息,发现他们所需要的价值.因此,如何最大化地呈现大数据中隐含的价值变得尤为关键.本文将重点研究空间大数据的可视化方法,充分发挥数据可视化的作用,帮助用户挖掘隐藏在空间大数据中的价值.  相似文献   

Point grid map: a new type of thematic map for statistical data associated with geographic points     

Mengjie Zhou  Fuquan Xiong  Rui Wang 《制图学和地理信息科学》2017,44(5):374-389

ABSTRACT

Social, economic, and environmental statistical data associated with geographic points are currently globally available in large amounts. When conventional thematic maps, such as proportional symbol maps or point diagram maps, are used to represent these data, the maps appear cluttered if the point data volumes are relatively large or cover a relatively dense region. To overcome these limitations, we propose a new type of thematic map for statistical data associated with geographic points: the point grid map. In a point grid map, an input point data set is transformed into a grid in which each point is represented by a square grid cell of equal size while preserving the relative position of each point, which leads to a clear and uncluttered appearance, and the grid cells can be shaded or patterned with symbols or diagrams according to the attributes of the points. We present an algorithm to construct a point grid map and test it with several simulated and real data sets. Furthermore, we present some variants of the point grid map.  相似文献   

CINRAD/SA(B)发射机触发器芯片级故障诊断流程     

潘新民  尹春光  崔炳俭  弓宇恒 《气象科技》2018,46(3):443-449

发射机触发放大器主要为调制器中SCR开关管提供放电触发脉冲,同时兼具调制组件的保护功能。发射机触发器芯片级故障诊断流程将触发器故障定位到芯片级,大大降低了触发器故障维修成本,同时为雷达测试平台中触发器故障自动诊断建模提供了技术支持。在发射机触发器信号流程基础上,依据发射机触发器关键点波形或关键点电平,通过触发器故障树图了解故障因果关系,研究出规范化的触发器芯片级故障诊断流程。列举了依据触发器芯片级故障诊断流程,修复了由于单稳态触发器无触发信号输出,导致无-200V放电触发信号的单稳态触发器故障个例。结果表明:芯片级触发器故障诊断流程可以快速定位发射机触发器故障点到最小可更换芯片。具有操作方法简洁、诊断思路清晰、操作规范,基层雷达站技术人员容易掌握的特点,可有效提高新一代天气雷达技术保障水平,保证雷达观测数据的可靠性。  相似文献   

基于支持向量机的雷暴潜势预报初探   总被引：1，自引：0，他引：1       下载免费PDF全文

周明薇  肖稳安  张其林  周四清  彭双姿 《大气科学学报》2018,41(4):569-576

根据2008—2010年夏季邵阳地区的NCEP全球再分析资料(分辨率为1°×1°)和闪电定位资料,利用支持向量机(SVM)分类方法建立该地区雷暴潜势预报模型,并用测试样本检验了该模型的预报能力,同时与Logistic回归模型和Bayes判别法的预报效果进行了比较。结果表明,SVM模型的预报准确率为86.21%,虚警率为15.25%,漏报率为13.79%。对比三种模型的TSS技术评分,发现使用SVM方法建立的模型对邵阳地区雷暴预报的效果最好,评分值为0.79。因此,SVM方法所建立的模型可以为邵阳地区6 h的雷暴潜势预报提供一定的参考价值。  相似文献   

中原城市群城市引力范围界定及演变格局     

刘梦丽  王伟  刘静玉  梁留科  乔墩墩  安俞静 《地域研究与开发》2017,36(4)

通过构建反映城市综合实力的指标体系,运用熵值法对中原城市群30个城市2005,2010,2015年的综合实力分别进行测算与评定,运用基于扩展断裂点模型的加权Voronoi图方法对中原城市群各城市引力范围进行划分并展示了城市间引力界线的变化趋势,揭示了中原城市群30个城市3个年份的城市引力范围时空演变特征和变化规律。结果表明:3个年份,综合实力较高的地区基本分布在中原城市群中部和北部,东南部城市综合实力较弱,排名靠后,呈现出中北高、东南低两极化的发展规律;目前中原城市群城市引力范围格局中,郑州市的引力范围最大,其次是洛阳市、邯郸市,已经形成了以郑州为城市群核心的空间格局;3个年份,中原城市群的城市影响范围演变格局总体较为稳定,局部地区空间吸引范围变化较为明显,中、北部城市发展态势良好,影响范围有向北扩大的趋势;城市引力范围与其综合实力不完全呈正相关关系。  相似文献   

UBVI CCD photometry of M35 (NGC 2168)     

H. Sung †  M. S. Bessell † 《Monthly notices of the Royal Astronomical Society》1999,306(2):361-370

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The ages of pre-main-sequence stars     

Christopher A. Tout  Mario Livio  Ian A. Bonnell 《Monthly notices of the Royal Astronomical Society》1999,310(2):360-376

The position of pre-main-sequence or protostars in the Hertzsprung–Russell diagram is often used to determine their mass and age by comparison with pre-main-sequence evolution tracks. On the assumption that the stellar models are accurate, we demonstrate that, if the metallicity is known, the mass obtained is a good estimate. However, the age determination can be very misleading, because it is significantly (generally different by a factor of 2 to 5) dependent on the accretion rate and, for ages less than about 10⁶ yr, the initial state of the star. We present a number of accreting protostellar tracks that can be used to determine age if the initial conditions can be determined and the underlying accretion rate has been constant in the past. Because of the balance established between the Kelvin–Helmholtz, contraction time-scale and the accretion time-scale, a pre-main-sequence star remembers its accretion history. Knowledge of the current accretion rate, together with an HR-diagram position, gives information about the rate of accretion in the past, but does not necessarily improve any age estimate. We do not claim that ages obtained by comparison with these particular accreting tracks are likely to be any more reliable than those from comparisons with non-accreting tracks. Instead, we stress the unreliability of any such comparisons, and use the disparities between various tracks to estimate the likely errors in age and mass estimates. We also show how a set of coeval accreting objects do not appear coeval when compared with non-accreting tracks. Instead, accreting pre-main-sequence stars of around a solar mass are likely to appear older than those of either smaller or larger mass.  相似文献   

论CILa/CISm—CILa图解     

万渝生 《现代地质》1990,4(3):81

通过对分离结晶作用和批式熔融作用C_l^y/C_l^x-C_l^y图解的数学分析,笔者认为,虽然C_l^La/C_l^sm-C_l^La图解在一定程度上能区分这两种不同岩浆作用过程,但是,Treuil等的解释是不完全的。直线的斜率和截距还极大地受参数C_o^x,C_o^y,D_x,D_y的影响。该图解并非总是有效。本文还给出了一般式C_l^y/C_l^x-C_l^y在其它方面的可能应用。  相似文献   

非规则网带断层地震数据的网格化   总被引：4，自引：0，他引：4  

张美根  乌达巴拉 《地球物理学进展》1999,14(1):69-77

非规则网地震勘探中,由解释人员解释出来的层位信息包括大量不规则分布的高程数据和断层构造的断点数据,因而其构造图成图的网格化是一件相当复杂而又难度较大的工作,本文较全面地研究了非规则网带断层地震数据的网格化过程（本文针对是正断层情况）,提出了一种快速实用的正方形网格化方法,经对实际资料处理证明,它能够适用于非常复杂的情况,并且处理效果理想。  相似文献