运用ArcGIS Desktop 9.0进行栅格数据的加载和地理参考变换

运用ArcGIS Desktop 9.0软件以海丰农场示意图为例,用DGPS进行控制点的测量,从建立坐标文件数据开始,把扫描的农场示意图(栅格图形数据)进行加载到地图中去并对其进行地理参考转换,使海丰农场示意图变成了一份具有地理坐标系统的数字化地图,从而为当前海丰农场精准农业研究提供了数字化的农场布局资料。     

SPATIALIZATION MODEL OF POPULATION BASED ON DATASET OF LAND USE AND LAND COVER CHANGE IN CHINA

The spatialization of population of counties in China is significant.Fistly,we can gain the estimated val-ues of population density adaptive to different kinds of regions.Secondly,we can integrate effectively population data with other data including natural resources,environment,society and economy,build 1km GRIDs of natural resources re-serves per person,population density and other economic and environmental data,which are necessary to the national manage-ment and macro adjustment and control of natural resources and dynamic monitoring of population.In order to establish population information system serving national decision-making,three steps ought to be followed:1)establishing complete geographical spatial data foundation infrastructure including the establishment of electric map of residence with high resolu-tion using topographical map with large scale and high resolution satellite remote sensing data,the determination of at-tribute information of housing and office buildings,and creating complete set of attribute database and rapid data update-ing;2) establishing complete census systems including improving the transformation efficiency from census data to digital database and strengthening the link of census database and geographical spatial database,meanwhile,the government should attach great importance to the establishment and integration o population migration database;3)considering there is no GIS software specially seving the analysis and management of population data,a practical approach is to add spe-cial modules to present software system,which works as a bring actualizing the digitization and spatialization of popula-tion geography research.     

四套全球网格降水数据集在伊朗的适用性评估

伊朗由于其独特的地理位置和脆弱的生态环境一直以来都是气候变化研究的热点区域,降水作为伊朗水资源的重要来源对生态环境和社会经济发展尤为重要,因此评估降水数据集的适用性是进行科学研究的基础。本文利用伊朗1988—2017年103个观测站的年降水数据（OBS）,以平均偏差（Mean Error,ME）、均方根误差（Root Mean Square Error,RMSE）、相关系数（correlation coefficient,R）对Global Precipitation Climatology Centre（GPCC）V2020、Climatic Research Unit（CRU）TS 4.05、Terrestrial Air Temperature and Precipitation: Monthly and Annual Time Series（UDEL）V5.01和NOAA's Precipitation Reconstruction over Land（PREC）四套全球网格降水数据集在伊朗的适用性进行评估,并进一步分析了地形对不同数据集精度的影响。研究结果显示：① GPCC降水数据偏差最小,与观测数据相关性最高,最适合伊朗现代气候变化研究。② GPCC、CRU、和UDEL均能反映伊朗降水的基本特征,但普遍会低估降水高值,PREC数据不能准确反映伊朗降水的空间分布模态,因此使用PREC数据分析伊朗降水特征时应当谨慎。③ 海拔和坡度对ME、RMSE以及R有一定影响,坡向对数据集精度影响不大。以上结论可为四套数据的订正及其在伊朗地区气候变化研究中的应用提供科学依据。     

3种再分析资料的高空温度与中国探空温度资料的对比:年平均特征

利用中国105站的探空资料以及NCEP/NCAR、ERA和JRA 3种再分析资料,采用线性趋势、标准差、相关系数、EOF分析等多种统计分析方法,对再分析资料年平均的高空温度在中国区域的可信度进行了分析.研究表明:在数值上,3种再分析资料的高空温度均小于探空资料的高空温度,NCEP/NCAR资料在对流层上层更接近于探空资料,ERA和JRA资料则在对流层中下层与探空资料更为接近;在描述年际变化和长期变化趋势方面,ERA资料在我国北方的对流层上层的再现能力较好,NCEP/NCAR资料在我国南方的对流层上层的再现能力较好,而3种再分析资料在对流层中下层的再现能力相当;在时空变化特征方面,NCEP/NCAR和ERA资料能较好地表现高空温度的年代际变化特征,而ERA和JRA资料则能较好地表现年际变化特征.     

一种基于场景合成和锚点约束的SAR目标检测网络

随着深度学习方法在计算机视觉领域的崛起,如何将其应用于具有全天时、全天候等优点的SAR图像也成为一大研究重点.相较于传统图像,SAR图像由于其难判读、应用人群较少等原因难以获得大量标注数据.本文提出一种基于场景合成和锚点约束的SAR图标检测方法.通过区域生长算法和阈值法对SAR车辆目标及其阴影进行分割,然后随机嵌入SAR复杂场景中的合理区域来合成目标检测数据集.针对SAR车辆目标的几何特性、图像分辨率参数,对Faster-RCNN中的锚点大小进行约束,减少不符合SAR车辆目标检测框尺寸的候选框,大量约简冗余计算,提升训练、测试效率及精度.     

Quantifying TiO_2 Abundance of Lunar Soils:Partial Least Squares and Stepwise Multiple Regression Analysis for Determining Causal Effect

Partial least squares(PLS) regression was applied to the Lunar Soil Characterization Consortium(LSCC) dataset for spectral estimation of TiO2.The LSCC dataset was split into a number of subsets including the low-Ti,high-Ti,total mare soils,total highland,Apollo 16,and Apollo 14 soils to investigate the effects of interfering minerals and nonlinearity on the PLS performance.The PLS weight loading vectors were analyzed through stepwise multiple regression analysis(SMRA) to identify mineral species driving and...     

全国1:1000000数据库建设与更新

描述了全国1．1000000数据库从1984年开始建设至今发展的几个阶段。介绍了1994年验收的全国1：1000000地形数据库、1996年发行的中国数字地图(1．1000000，国际版)、2000年完成的全球地图中国数据集以及近期更新的全国1．1000000数据库2002版的概况、数据源和更新数据源、成果及其特点。展望了全国1：1000000数据库将持续更新、逐步丰富信息内容和与国家基础地理信息系统多比例尺数据库建立关联的发展前景。     

An accessible seismological dataset of 2021 Yangbi MS6.4 earthquake

A M_S6.4 earthquake occurred on 21 May 2021 in Yangbi county, Dali prefecture, Yunnan, China, at 21: 48 Beijing Time (13: 48 UTC). Earthquakes with an M3.0 or higher occurred before and after the main shock. Seismic data analysis is essential for the in-depth investigation of the 2021 Yangbi M_S6.4 earthquake sequence and the seismotectonics of northwestern Yunnan. Institute of Geophysics, China Earthquake Administration (CEA), has compiled a dataset of seismological observations from 157 broadband stations located within 500 km of the epicenter, and has made this dataset available to the earthquake science research community. The dataset (total file size: 329 GB) consists of event waveforms with a sampling frequency of 100 sps collected from 18 to 28 May 2021, 20-Hz and 100-Hz continuous waveforms collected from 12 to 31 May 2021, and seismic instrument response files. To promote data sharing, the dataset also includes the seismic event waveforms from 20 to 22 May 2021 recorded at 50 stations of the ongoing Binchuan Active Source Geophysical Observation Project, for which the data protection period has not expired. Sample waveforms of the main shock are included in the appendix of this article and can be downloaded from the Earthquake Science website. The event and continuous waveforms are available from the Earthquake Science Data Center website (www.esdc.ac.cn) on application.     

Prompt seismic data sharing for the 2021 Maduo earthquake in Qinghai province,China

An M_S7.4 earthquake struck west China in Maduo county, Guoluo prefecture, Qinghai province on May 22, 2021, at 2:04 Beijing time (18:04 UTC on May 21, 2021), which broke the quiet period of Chinese mainland for 1382 days without earthquakes of magnitude 7 or higher. The analysis of the seismic data sequence would play an important role in the in-depth study of the Maduo earthquake and the Bayan Har block. The Institute of Geophysics, China Earthquake Administration (CEA), compiled observation data recorded through 57 broadband seismometers within 500 km of the earthquake epicenter and intended to share for further researches in earthquake science community. The shared dataset included waveforms of the event and its sequence with magnitudes of 3.0 or higher that occurred between May 22–31, 2021 with a sampling rate of 100 sps along with the continuous waveforms of 20 Hz and 100 Hz. Additionally, the seismic instrument response files also were shared. The event and continuous waveform records could be downloaded by submitting a request through the web platform of the Earthquake Science Data Center of the Institute of Geophysics, CEA (www.esdc.ac.cn).