基于随机森林特征选择的城市绿化乔木树种分类     

温小乐  钟奥  胡秀娟 《地球信息科学学报》2018,20(12):1777-1786

城市绿化在改善空气、水和土壤质量,吸收和减少二氧化碳及各种污染物,缓解城市热岛和减少雨水径流等方面发挥着重要作用。及时准确地获取树种信息是城市规划与绿化管理的先决条件,对进一步改善城市生态环境也具有重要意义。基于遥感技术,使用高空间分辨率的WorldView-2卫星影像,采用光谱、纹理、指数以及几何等多种特征相结合的面向对象方法,并通过随机森林进行特征选择,对福州大学旗山校区北部的榕树、杧果、香樟、重阳木、羊蹄甲、垂叶榕以及木棉7种主要绿化乔木进行树种分类。实地验证结果表明：通过特征选择可以减少或规避数据冗余以及休斯效应的产生,该方法可以提高现有同类型树种分类的精度,当淘汰全部特征的20%,利用34个特征（包括15个光谱特征、6个纹理特征、8个指数特征和5个几何特征）进行分类时,总精度最高,可达74.95%,Kappa系数为0.67。其中,光谱平均值的特征重要性最高,而各波段的标准差的重要性较低。WorldView-2卫星影像的4个新增波段,特别是黄光和红边波段及其构建的指数特征重要性较高,也说明这些波段在植被遥感,特别是树种分类中极具应用前景。  相似文献   

测绘地物波谱本底数据库     

钟守熠  肖青  闻建光  郑兴明  马明国  屈永华  郑柯  池天河  唐勇  游冬琴  郝大磊  程娟  贺敏  姜涛  晋锐  姚晓婧  赵理君 《遥感学报》2020,24(6):701-716

地物波谱特性是利用遥感进行建模反演和地物目标探测识别的理论基础，波谱数据库对于提高遥感应用水平有重要作用。为规范和丰富中国波谱数据库并促进其在测绘等领域的应用，依托国家科技性基础专项,建立了“测绘地物波谱本底数据库”，在数据规范编制、波谱数据采集实验与整编入库、地物波谱数据库建设和应用示范初步探索方面取得重要进展。在波谱数据采集和处理的标准规范方面，建立完善了测绘地物波谱与配套非波谱数据收集与汇总标准、测绘地物波谱和配套非波谱参数测试技术规范、测绘地物波谱库地物分类编码规范。依照项目制定的数据规范标准，对现有波谱数据进行了整编和入库，共计整编数据1.4万余条；组织实施了全国范围的典型地物波谱采集实验以及相应配套参数测量实验，主要试验类型包括典型地物波谱测量试验、定点时间序列测量试验、多尺度测量试验、全波段测量试验、参数控制测量试验和无人机观测试验等，共计获取地物波谱1.7万余条。特别是在华北和东北进行了全波段观测试验（可见光—近红外波（0.35—2.5 μm）、红外波段（3—15 μm）、微波波段（Ka、K、X、C、L波段）），获取冰雪、土壤、植被冠层、人工目标的全波段数据。为方便波谱数据的应用和共享，项目建设了包含3万余条数据的测绘地物波谱本底数据库（GOSPEL）及数据共享平台。依据地物波谱数据的类型和应用需求，形成了全波段典型地物波谱数据集、多角度光谱反射率数据集、多尺度典型地物反射率数据集、长时间系列波谱数据集等共25个特色数据集。基于测绘地物波谱本底数据库进行了地物分类、遥感机理模拟、遥感定量反演、遥感产品验证等方面的应用示范。  相似文献   

痛泻要方对肝郁脾虚型IBS-D大鼠肠道菌群的影响研究          下载免费PDF全文

张建峰  陈婕  赵双梅 《应用海洋学学报》2020,36(10):154

目的：观察痛泻要方对肝郁脾虚型肠易激综合征（IBS-D）大鼠肠道菌群的影响，基于“脑肠菌轴”角度探讨痛泻要方治疗IBS-D的作用机制。方法：将24只SD大鼠随机分为4组：即空白组（NormalG)、模型组(ModelG)、双歧杆菌三联活菌片组(ShuangG)、痛泻要方组（TongG)，每组各6只。通过夹尾结合番泻叶灌胃的方法制备肝郁脾虚型IBS-D大鼠模型，分别给予相应药物灌胃，NormalG以及ModelG予0.9%氯化钠注射液灌胃。采用16srDNA测序法分析IBS-D大鼠肠道菌群在治疗前后的变化。结果：在门水平上，TongG较ModelG增加了厚壁菌门、拟杆菌门的种群丰度，有效降低了含较多致病菌的变形菌门丰度；在纲水平上，TongG较ModelG增加了梭状芽胞杆菌纲、拟杆菌纲、杆菌纲的丰度，降低了丙型变形菌纲丰度；在目水平上，TongG较ModelG增加了梭菌目、乳杆菌目、拟杆菌目的丰度，降低了黄色单胞菌目、肠杆菌目丰度；在属水平上，TongG较ModelG增加了巨单胞菌属、劳特氏菌属种群丰度，有效降低了寡养单胞菌属丰度；韦恩图和花瓣图显示，NormalG菌群数量最多，ModelG最少，TongG较ModelG增多且程度大于ShuangG，共有种群数量更趋近于NormalG；稀释曲线和等级聚类曲线结果均显示TongG的肠道菌群丰度及均匀度更趋近NormalG；箱型图展示TongG与NormalG多样性、离散程度、中位数更接近；PCOA分析结果显示TongG相较ShuangG，与NormalG重合度更高。结论：痛泻要方能纠正IBS-D患者存在的菌群失衡，促使肠道菌群结构趋于正常，且改善程度优于双歧杆菌三联活菌片。  相似文献   

国内外乡村记忆地理研究进展与展望     

宋玉  黄剑锋 《世界地理研究》2019,28(6):166-177

在地理学的文化转向思潮中，记忆研究逐渐受到地理学者的重视。在全球化时代，不同地方的文化将突破时空界限，在广域范围内形成全方位的沟通、交流与互动。本研究对1990至2017年国内外有关乡村记忆的研究文献进行梳理和评述。结果发现：①记忆是多学科的研究议题，近年来逐渐受到地理学者的关注。不同于国外重视对地方、景观等记忆的空间感知研究，国内更关注人对曾经生活过的地方的情感依恋。②乡村记忆作为一种地方性表达，在理性语境中与全球互动融合的同时也逐渐消解，急需进行保护与传承。③本文尝试从范式、视角、尺度、理论、内容和方法层面初步建立乡村记忆地理的研究体系，未来研究应从服务国家战略、推动地理学主导的学科交叉、构建理论体系、拓展全球-地方视阈内容集成、运用多元分析方法等方面加以深化，以期为乡村理论研究和实践发展提供有力的支撑。  相似文献   

斜带髭鲷(Hapalogenys nitens)血细胞发生及外周血细胞化学染色观察     

钟爱华  储张杰  牟毅  赵其柱 《海洋与湖沼》2018,49(6):1341-1349

通过Wright-Giemsa染色对斜带髭鲷[Hapalogenys nitens (Richardson)]的头肾、体肾、脾脏、肝脏四组织涂片、印片的观察,发现其头肾、体肾、脾脏是其主要的造血器官。头肾能发育生成各类型血细胞,体肾能生成红细胞和粒细胞,脾脏能生成淋巴细胞和红细胞。肝脏中未发现幼稚型血细胞。血细胞发生大致经过原始、幼稚和成熟三个阶段。细胞化学染色显示:外周血细胞中,除淋巴细胞外,均有糖原;嗜中性粒细胞含有ACP、ALP、NACE、αNAE和POX;嗜酸性粒细胞含有ACP、NACE和POX;单核细胞含有ACP、αNAE和POX;小淋巴细胞有ACP。研究发现斜带髭鲷是一种抗病能力较强的鱼类。血细胞组织化学染色可作为斜带髭鲷疾病诊断的辅助手段。  相似文献   

白令海大型底栖动物群落结构及其空间分布格局     

林和山  刘坤  王建军  黄雅琴  李众  林俊辉  何雪宝  张舒怡  牟剑锋  王雨  邢炳鹏 《海洋学报(英文版)》2018,37(6):72-81

Due to its unique geological location, the Bering Sea is an ideal place to investigate the water exchange and ecosystem connectivity of the Pacific Ocean–Arctic Ocean and subarctic–Arctic region. Based on a number of summer surveys(July to September, 2010, 2012 and 2014), macrobenthic communities and their spatial-temporal patterns are exhibited for the majority of the Bering Sea(53°59′–64°36′N). The results show that the macrobenthic communities were dominated by northern cold-water species and immigrant eurythermic species, and the communities assumed a dispersed and patchy distribution pattern. Polychaetes(Scoloplos armiger), crustaceans(Ceradocus capensis) and sea urchins(Echinarachnius parma) were the main dominant groups in the shallow shelves; the sea star(Ctenodiscus crispatus) and the brittle star(Ophiura sarsii) were the main dominant groups in the continental slope; whereas small polychaetes(Prionospio malmgreni) dominated the basin area. Sediment type, water depth, and currents were the major factors affecting the structure and spatial distribution of the macrobenthic communities. Compared with other seas, the shallow areas of the Bering Sea showed an extremely high-standing biomass. In particular, the northern shelf area(north of St. Lawrence Islands and west of 170°W),which is primarily controlled by Anadyr Water, is an undersea oasis. In contrast, a deficiency in the downward transport of particulate organic carbon has resulted in a desert-like seabed in the basin area. By comparing our results to previous studies, we found that macrobenthic communities of the Bering Sea have undergone significant structural changes in recent decades, resulting in a decrease in abundance and an increase in biomass.In addition, populations of amphipods and bivalves in the northern shelves have decreased significantly and have been gradually replaced by other species. These changes might be associated with advanced seasonal ice melting,changes in organic carbon input, and global warming, indicating that large-scale ecosystem changes have been occurring in the Bering Sea.  相似文献   

Rare earth elements and yttrium in ferromanganese deposits from the South China Sea: distribution, composition and resource considerations     

ZHONG Yi  CHEN Zhong  GONZALEZ Francisco Javier  ZHENG Xufeng  LI Gang  LUO Yun  MO Aibin  XU Antao  WANG Shuhong 《海洋学报(英文版)》2018,37(7):41-54

Ferromanganese nodules and crusts contain relatively high concentration of rare earth elements(REE) and yttrium(REY),with a growing interest in exploitation as an alternative to land-based REY resources.On the basis of comprehensive geochemical approach,the abundance and distribution of REY in the ferromanganese nodules from the South China Sea are analyzed.The results indicate that the REY contents in ferromanganese deposits show a clear geographic regularity.Total REY contents range from 69.1×10~(–6) to 2 919.4×10~(–6),with an average value of 1 459.5×10~(–6).Especially,the enrichment rate of Ce content is high,accounting for almost 60% of the total REY.This REE enrichment is controlled mainly by the sorption of ferromanganese oxides and clay minerals in the nodules and crusts.Moreover,the total REY are higher in ferromanganese deposits of hydrogenous origin than of diagenetic origin.Finally,Light REE(LREE) and heavy REE(HREE) oxides of the ferromanganese deposits in the study area can be classified into four grades: non-enriched type,weakly enriched type,enriched type,and extremely enriched type.According to the classification criteria of rare earth resources,the Xisha and Zhongsha platform-central deep basin areas show a great potential for these rare earth metals.  相似文献   

Farmer-based Rice Cropping Systems in the Poyang Lake Region,China: Analysis of Characteristics and Policy Implications     

Khampheng BOUDMYXAY  LI Peng  XIAO Chiwei  SHEN Lei  ZHONG Shuai 《资源与生态学报(英文版)》2019,10(3):256-264

This paper examines the spatial characteristics of farmer/household behaviors in regional rice cropping systems (RCS), and the results provide necessary information for developing strategies that will maintain regional food security. Through field study and statistical analysis based on 402 households questionnaires finished in 2014-2015 in the Poyang Lake Region (PLR) of China, we arrived at two main conclusions. First, single- and double cropping rice were found across the study area, but showed a general distribution trend, with double cropping rice in the southeast part (especially in Jinxian county) and single cropping rice in the northwest (particularly in De’an county). Second, the household decisions concerning RCS varied in different parts of the PLR, but double cropping was the dominant type, with about 63.57% of the respondent households in the PLR cultivating double cropping rice. However, the multiple-cropping index of paddy rice was only 1.55. About 3% of interviewed households had altered their RCS during this period. Based on these findings, the local governments should guide farmers’ paddy field cultivation behaviors by increasing the comparative efficiency of rice production, promoting appropriate scale operations and land conversion, as well as optimizing rice growing conditions to improve the multiple cropping index and enhance food provision. Finally, land-use efficiency and more sustainable use of land resources should be improved.  相似文献   

Response of Microbial Communities in Soil to Multi-level Warming in a Highland Barley System of the Lhasa River     

FU Gang  SUN Wei  LI Shaowei  ZHONG Zhiming 《资源与生态学报(英文版)》2019,10(4):373-378

No studies have examined the effect of experimental warming on the microbial biomass and community composition of soil in agricultural ecosystem on the Qinghai-Tibet Plateau. Thus it is unclear whether the influences of experimental warming on microbial communities in soil are related to warming magnitude in croplands on this Plateau. This study performed warming experiment (control, low- and high-level) in a highland barley system of the Lhasa River in May 2014 to examine the correlation between the response of microbial communities in soil to warming and warming magnitude. Topsoil samples (0-10 and 10-20 cm) were collected on September 14, 2014. Experimental warming at both low and high levels significantly increased soil temperature by 1.02 ℃ and 1.59 ℃, respectively at the depth of 15 cm. Phospho lipid fatty acid (PLFA) method was used to determine the microbial community in soil. The low-level experimental warming did not significantly affect the soil’s total PLFA, fungi, bacteria, arbuscular mycorrhizal fungi (AMF), actinomycetes, gram-positive bacteria (G⁺), gram-negative bacteria (G^-), protozoa, the ratio of fungi to bacteria (F/B ratio), and ratio of G⁺ to G^- (G⁺/G^- ratio) at the 0-10 and 10-20 cm depth. The low-level experimental warming also did not significantly alter the composition of microbial community in soil at the 0-10 and 10-20 cm depth. The high-level experimental warming significantly increased total PLFA by 74.4%, fungi by 78.0%, bacteria by 74.0%, AMF by 66.9%, actinomycetes by 81.4%, G⁺ by 67.0% and G^- by 74.4% at the 0-10 cm depth rather than at 10-20 cm depth. The high-level experimental warming significantly altered microbial community composition in soil at the 0-10 cm depth rather than at 10-20 cm depth. Our findings suggest that the response of microbial communities in soil to warming varied with warming magnitudes in the highland barley system of the Lhasa River.  相似文献   

Impact of warming climate and cultivar change on maize phenology in the last three decades in North China Plain   总被引：2，自引：0，他引：2  

Dengpan Xiao  Yongqing Qi  Yanjun Shen  Fulu Tao  Juana P. Moiwo  Jianfeng Liu  Rede Wang  He Zhang  Fengshan Liu 《Theoretical and Applied Climatology》2016,124(3-4):653-661

  相似文献