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使用ArcPy获得矢量数据字段唯一值

按照字段属性筛选，通常要先获取字段唯一值： Unique Values

下面提供两种方法。

Example 1: Arcpy Data Access Module using SearchCursor and Set Comprehension

getuvalue.py
import arcpy
import timeit
 
def unique_values(table, field):  ##uses list comprehension
    with arcpy.da.SearchCursor(table, [field]) as cursor:
        return sorted({row[0] for row in cursor})
 
try:
    arcpy.env.workspace = r"C:\MTBS_Wildfire\mtbs_perimeter_data"
 
    start = timeit.default_timer()
    vals = unique_values("mtbs_perims_1984-2015_DD_20170501.shp","Fir_eType")
 
    stop = timeit.default_timer()
    total_time = stop - start
    print(total_time)
    print(vals)
 
except Exception as e:
    print("Error: " + e.args[0])

Example 2: Using Numpy with Arcpy

getuvalue2.py
import arcpy
import numpy
import timeit
 
def unique_values(table, field):  ##uses numpy
    data = arcpy.da.TableToNumPyArray(table, [field])
    return numpy.unique(data[field])
 
try:
    # mtbs_perims_1984-2015_DD_20170501.shp  - 25,388 recs
    arcpy.env.workspace = r"C:\MTBS_Wildfire\mtbs_perimeter_data"
 
    start = timeit.default_timer()
    vals = unique_values("mtbs_perims_1984-2015_DD_20170501.shp", "Fi_reType")
 
    stop = timeit.default_timer()
    total_time = stop - start
    print(total_time)
    print(vals)
 
except Exception as e:
    print("Error: " + e.args[0])

参考:

  1. Get a List of Unique Attribute Values using Arcpy
2020/06/28 08:49 · colin

JavaScript

教程

  1. JavaScript 教程 https://www.w3school.com.cn/js/index.asp
2020/06/22 15:44 · colin

图形渲染

OpenGL

  1. OpenGL Wiki https://www.khronos.org/opengl/wiki/Main_Page
  2. 三维数据场可视化 https://wenku.baidu.com/view/f79bd9e3a0116c175f0e48aa.html#
2020/06/09 17:56 · colin

专题数据

ADS-B

[航空] ADS-B代表“自动相关监视-广播”。

  1. 飞行跟踪入门指南 https://zhuanlan.zhihu.com/p/105356270 原文
  1. https://flightaware.com/ Map
  2. https://www.flightradar24.com/
  3. https://www.radarbox.com/
  1. https://www.adsbexchange.com/data Map
  1. 非常准 https://www.variflight.com/ Map

AIS

  1. 船讯网 http://www.shipxy.com/
  2. 船舶态势、BLM、博懋信(北京)科技有限公司 http://www.boloomo.com/
  3. 船达通 http://www.shipdt.com/
  4. Free AIS Ship Tracker https://www.vesselfinder.com/
  5. MarineTraffic https://www.marinetraffic.com

卫星

  1. TLE两行根数 https://spacemapper.cn/free
    1. 数据服务 https://spacemapper.cn/staging?active=1
    2. 卫星相关算法服务 https://spacemapper.cn/staging?active=2
  2. 卫星数据共享 celestrak https://celestrak.org/
  3. TLE今日 https://www.tle.today/

气象

气象雷达，或称气象监视雷达（WSR），是用来探测大气中的降水类型（雨、雪、冰雹等）、分布、移动和演变，并可对其未来分布和强度作出预测的一种雷达设备。Wikipedia

  1. 中国天气网-气象雷达，包括雷达、云图、风流场、降水、气温、相对湿度 http://www.weather.com.cn/radar/
  2. 中国气象数据网-气象实况 https://data.cma.cn/dataGis/static/gridgis
  3. 中央气象台
    1. 雷达图 http://www.nmc.cn/publish/radar/chinaall.html
    2. 航空气象网 http://aviation.nmc.cn/
  4. 空气质量监测 Air Pollution http://aqicn.org/map/
  5. 气象可视化平台调研 https://blog.csdn.net/u013929284/article/details/73691502 http://gisgeography.com/global-weather-maps/
  6. VENTUSKY https://www.ventusky.com/
  7. ESRI的windy.js http://esri.github.io/wind-js/ github
  8. earth.js http://earth.nullschool.net/ github
  9. gastonmz.com http://gastonmz.com/cesium/ios/index.html?type=white
  10. QuickEarth 象辑南京研究院 http://qe.91weather.com/ 介绍 直播回看
  11. 世界气象组织 http://www.worldweather.cn/zh/home.html https://cloudatlas.wmo.int/zh-hans/home.html

地理数据

  1. OSM 专题数据
    1. https://download.osmdata.xyz/
  2. 全球港口数据
    1. https://msi.nga.mil/Publications/WPI
    2. http://gangkou.00cha.net/ 爬虫
  3. 全球机场数据
    1. https://openflights.org/
    2. http://worldmap.harvard.edu/data/geonode:world_airports_0kx
    3. https://www.arcgis.com/home/item.html?id=dccf673a74194790af4479d0d332f8df
    4. https://www.naturalearthdata.com/downloads/10m-cultural-vectors/airports/
    5. ⭐ https://ourairports.com/
      1. https://ourairports.com/data/
      2. https://ourairports.com/help/data-dictionary.html
      3. https://ourairports.com/big-map.html
  4. 海域、海岛、岛礁（包括南海岛礁）
    1. [2018-06-08]国家海洋局 民政部关于公布我国部分海域海岛标准名称的公告 PDF下载
    2. [2020-04-19]自然资源部 民政部关于公布我国南海部分岛礁和海底地理实体标准名称的公告

电子海图

  1. 中国海事航海图书在线服务 https://www.chart.msa.gov.cn/
    1. 电子海图基础包 https://www.chart.msa.gov.cn/customer/basedownload
    2. 电子海图图形显示 https://www.chart.msa.gov.cn/customer#purchasechart/drawlist
  2. 官方电子海图 http://www.enclive.cn/Product/Default.html
    1. 中国人民解放军海军海道测量局（简称CNHO） http://www.ngd.gov.cn/
    2. 日本水路协会（简称JHA） http://www.jha.or.jp/
    3. 韩国海洋调查协会（简称KOHA） http://www.koha.or.kr/
    4. 美国国家海洋与大气管理局（简称NOAA） http://www.noaa.gov/
      1. NOAA电子海图说明 https://www.nauticalcharts.noaa.gov/charts/noaa-enc.html
        1. S57 电子海图数据 https://charts.noaa.gov/ENCs/ENCs.shtml
      2. NOAA在线电子海图网站 https://www.nauticalcharts.noaa.gov/enconline/enconline.html
      3. Inland ENC (IENC) S57电子海图数据 https://ienccloud.us/ienc_s57.cfm
    5. 英国海道测量局（简称UKHO） http://www.ukho.gov.uk/
      1. S100 电子海图数据门户 https://data.admiralty.co.uk/portal/apps/sites/#/marine-data-portal/pages/s-100
    6. 长江航道局（新） http://www.enclive.cn/Product/Official/Mechanism.html
  3. 中国人民解放军海道测量局 http://www.cnho.mil.cn/chart/ele
  4. 浙江海图 http://www.zshaitu.com/downlod
  5. 海图在线网 http://web.enclive.cn/DownLoad/Default.html
  6. ArcGIS 电子海图 https://www.esri.com/zh-cn/arcgis/products/arcgis-maritime/overview
  7. 互联网电子海图Demo http://map.enclive.cn/

KML

  1. 南海－西沙、南沙及釣魚島諸島- Google My Maps

三维模型

  1. Google三维模型库(Sketchup) https://3dwarehouse.sketchup.com/
  2. Google模型与场景库(VR/AR) https://poly.google.com/
  3. Clari.io 在线三维模型 https://clara.io
  4. Online 3D Convert 三维模型在线转换 http://www.greentoken.de/onlineconv/
  5. Sketchfab 三维模型在线浏览与管理 https://sketchfab.com/
  6. Turbosquid 三维模型库 https://www.turbosquid.com/
  7. CGJoy 游戏开发资源 https://www.cgjoy.com/
  8. CG模型网 http://www.cgmodel.com/
  9. 游戏模型 https://flyawaysimulation.com/
  10. 免费的3D零件库（机械、制造、电子、建筑 等） https://www.traceparts.com/zh
  11. 可下载三维模型的网站 https://blog.csdn.net/u014636245/article/details/90478804
  12. 免费3D模型 https://free3d.com
  13. 三维模型网站集合 A B C
  14. 三维模型推荐 https://zhuanlan.zhihu.com/p/48108254
  15. 免费三维模型下载 https://123free3dmodels.com/ 有广告，很恶心，Download Link 要仔细点，但资源还行
  16. 免费三维模型下载 类似上一个网站 https://open3dmodel.com/
  17. CAD 三维模型下载 .step格式 https://grabcad.com
  18. 人物与角色动作 https://www.mixamo.com
  19. 在线三维模型编辑器 http://www.webgl3d.cn/threejs/editor/
  20. CG模型贸易网站（挺多高质量模型） https://www.cgtrader.com
  21. 爱给 资源不错 http://www.aigei.com/3d/model/
  22. 3D模型下载基地 http://www.modxz.com/list-18-1.html
  23. Free 3D Model Download https://www.3dmodelscc0.com/ https://www.3dmodelscc0.com/3dmodels
  24. 全国带高度建筑矢量下载 https://zenodo.org/records/12674244
    1. https://mp.weixin.qq.com/s/zZd4OTTgdK2axLE7YRbdLw
    2. https://essd.copernicus.org/preprints/essd-2024-217/

军事

国外军事及技术

  1. Cubic 美国军工 http://www.cubic.com/
    • 主要有3个部门：
      立体交通系统（CTS）、任务支持服务（MSS）、立体防务系统（CDS）
      关键词：Air Combat Training / Cubic Global Defense
  2. TianIM 军事模拟训练平台 http://titanim.net/
  3. Outerra 三维数字地球及军事引擎 http://www.outerra.com
  4. BISim/VBS4 军事训练模拟器/游戏引擎 https://bisimulations.com/
  5. Command Modern Operations Chains of War Command: Modern Operations 介绍
  6. TacView
  7. DCS
  8. ARMA
  9. 实时频谱分析软件 RTSA-Suite Pro https://drone-detection-system.com/aartos-dds/software-integration/
  10. 全球卫星实时监控系统 https://platform.leolabs.space/visualizations/leo

军事资料

  1. 环球兵器网、万国兵器 http://weapon.huanqiu.com/weaponmaps
  2. 爱空军 http://www.iairforce.com
  3. 知远战略 http://www.knowfar.org.cn/
    1. 精品系列图谱 培训与学术活动 知远军事术语库
  4. 军事情报
    1. 开源军事情报 https://sites.google.com/view/osintmilitarymap/
    2. Command: Modern Air Naval Operations 装备信息数据库 http://cmano-db.com/ （ db v. 477） DB3000 附加资料
    3. 全球雷达探测覆盖 https://www.lightningmaps.org/extra/coverage
    4. 雷达部署地图 Radar Data Map https://gis.ncdc.noaa.gov/maps/ncei/radar
    5. MDC军武狂人梦（台湾） http://www.mdc.idv.tw/mdc/
    6. AllSource Analysis https://allsourceanalysis.com/
  5. 小知识
    1. 一颗核弹爆炸了能波及多远？ https://nuclearsecrecy.com/nukemap/
    2. 中国十大军工集团介绍
  1. 智库-中
    1. 上海市美国问题研究所-刊物 https://www.sias.org.cn/kwjs/index_36.aspx
    2. 舰船电子工程-当期期刊（中船709所） http://jc.709journal.com/CN/volumn/current.shtml
    3. 水下无人系统学报（中船705所） http://yljs.paperopen.com/
    4. 航空电子技术（中国航空无线电电子研究所/615所） http://hkdzjs.ijournals.cn/hkdzjs/home
    5. 指挥与控制学报（中国指挥与控制学会+北方自动控制技术研究所） http://www.jc2.org.cn/
    6. 中国海峡研究院 http://www.ccsa.hk/
    7. 国家标准全文公开系统 https://openstd.samr.gov.cn/bzgk/gb/index
  1. 智库-外
    1. 亚太防务论坛-美 https://ipdefenseforum.com/zh-hans/
    2. 防卫研究所-日 http://www.nids.mod.go.jp/
    3. 公务出国报告资讯网-台 https://report.nat.gov.tw/ReportFront/
    4. 国家图书馆期刊文献资讯网-台 https://tpl.ncl.edu.tw/NclService/
    5. Andrew S. Erickson 以第一手资料研究中国 -美 https://www.andrewerickson.com/

更多: GIS

2020/06/09 17:05 · colin · 16 评论

Windows 启动命令大全

Windows管理工具： 

C:\ProgramData\Microsoft\Windows\Start Menu\Programs\Administrative Tools
cmdCMD命令提示符
winver检查Windows版本
dxdiag检查directx信息，还可以查看系统基本配置信息
compmgmt.msc计算机管理
eventvwr事件查看器
taskmgr任务管理器
devmgmt.msc设备管理器
gpedit.msc组策略（Home Basic受限）
diskmgmt.msc磁盘管理实用程序(可以进行有损分区)
regedit注册表编辑器
nslookupIP地址侦测器
secpol.msc本地安全策略
services.msc本地服务设置
odbcad32ODBC数据源管理器
odbccp32.exeODBC数据源管理器
msconfig系统配置实用程序
shutdown关机命令（详细请在cmd中输入shutdown/?）
lusrmgr.msc本地用户和组(本地)
perfmon.msc计算机性能监测程序
dcomcnfg打开系统组件服务
sysedit系统配置编辑器
explorer打开资源管理器
cliconfgSQLSERVER客户端网络实用程序
sigverif文件签名验证程序
syskey系统加密，一旦加密就不能解开，保护windows 7系统的双重密码
sfc.exe系统文件检查器，需要管理员权限启动cmd，并在命令行中输入命令及参数扫描所有受保护的系统文件的完整性，并用正确的 Microsoft 版本替换不正确的版本。
sfc /scannow需要管理员权限启动cmd，在DOS窗口中进行系统扫描。windows文件保护
certmgr.msc证书管理实用程序
charmap启动字符映射表
fsmgmt.msc共享文件夹管理器
shrpubw共享文件夹设置工具：创建共享文件向导
mmc打开控制台
wmimgmt.msc打开windows管理体系结构(WMI)：Wmimgmt-[控制台根节点\WMI控件(本地)]
logoff注销命令
mem.exe显示内存使用情况(先要运行cmd，进入DOS命令窗口)
mstsc远程桌面连接
rsop.msc组策略结果集
regsvr32/?调用、卸载DLL文件运行（详细请在cmd中输入regsvr32/?）
wscript windows脚本宿主设置
migwiz文件转移向导
eventvwr一个事情查看器
cleanmgr垃圾整理
osk打开屏幕键盘
notepad打开记事本
mspaint画图板
calc启动计算器
write写字板
wordpad写字板
SnippingTool系统自带截图工具
magnify放大镜实用程序
dvdplayDVD播放器(Windows Media Player)
joy.cpl游戏选项
wiaacmgr扫描仪和照相机向导
mplayer2简易widnows media player 媒体播放机
SoundRecorder系统自带录音机
iexpress系统自带安装程序制作工具
narrator屏幕“讲述人”
mmsys.cpl声音和音频设备：声音/多媒体属性
main.cpl鼠标选项
eudcedit造字程序：专用字符编辑程序
timedate.cpl时间/日期 属性
inetcpl.cplInternet属性
sysdm.cpl系统属性：类似WinXP等右击“我的电脑”后选择的“属性”
control打开控制面板：控制面板\所有控制面板项
ncpa.cpl控制面板\所有控制面板项\网络连接
powercfg.cpl控制面板\所有控制面板项\电源选项
desk.cpl控制面板\所有控制面板项\显示\屏幕分辨率
mobsync控制面板\所有控制面板项\同步中心
telephon.cpl设置电话和调制调解器的连接向导：位置信息
wuapp控制面板\所有控制面板项\Windows Update
appwiz.cpl控制面板\所有控制面板项\程序和功能：安装、反安装程序 添加/删除程序
firewall.cplWINDOWS防火墙：控制面板\所有控制面板项\Windows 防火墙
wscui.cpl安全中心：控制面板\所有控制面板项\操作中心
intl.cpl区域和语言选项（输入法选项）：控制属性：常规文字种类、数字、货币、时间、日期、输入法区域设置
control.exe /name microsoft.folderoptions启动资源管理器的 文件夹属性 选项卡
control.exe /name Microsoft.AddHardware控制面板\所有控制面板项\设备和打印机
control.exe /name Microsoft.AdministrativeTools控制面板\所有控制面板项\管理工具
control.exe /name Microsoft.PeopleNearMe网络邻居
control.exe /name Microsoft.AudioDevicesAndSoundThemes声音
control.exe /name Microsoft.AutoPlay控制面板\所有控制面板项\自动播放
control.exe /name Microsoft.Personalization控制面板\所有控制面板项\个性化
control.exe /name Microsoft.BackupAndRestoreCenter控制面板\所有控制面板项\备份和还原
control.exe /name Microsoft.PhoneAndModemOptions设置电话和调制调解器的连接向导：位置信息
control.exe /name Microsoft.BitLockerDriveEncryption控制面板\所有控制面板项\BitLocker 驱动器加密
control.exe /name Microsoft.Printers控制面板\所有控制面板项\设备和打印机
control.exe /name Microsoft.ColorManagement颜色管理
control.exe /name Microsoft.ProgramsAndFeatures控制面板\所有控制面板项\程序和功能：添加/删除程序
control.exe /name Microsoft.DateAndTime日期和时间
control.exe /name Microsoft.DefaultPrograms控制面板\所有控制面板项\默认程序
control.exe /name Microsoft.DeviceManager设备管理器
control.exe /name Microsoft.SecurityCenter安全中心：控制面板\所有控制面板项\操作中心
control.exe /name Microsoft.SyncCenter控制面板\所有控制面板项\同步中心
control.exe /name Microsoft.WindowsDefender启动Windows Defender
control.exe /name Microsoft.Fonts控制面板\所有控制面板项\字体
control.exe /name Microsoft.System控制面板\所有控制面板项\系统：查看Windows版本等
control.exe /name Microsoft.GameControllers游戏控制器
control.exe /name Microsoft.GetPrograms控制面板\程序\获得程序
control.exe /name Microsoft.TaskbarAndStartMenu任务栏和“开始”菜单属性
control.exe /name Microsoft.UserAccounts控制面板\所有控制面板项\用户帐户
control.exe /name Microsoft.WelcomeCenter控制面板\所有控制面板项\入门
control.exe /name Microsoft.iSCSIInitiatoriSCSI 发起程序 属性
control.exe /name Microsoft.Keyboard启动 键盘 属性 对话框
control.exe /name Microsoft.WindowsFirewall控制面板\所有控制面板项\Windows 防火墙
control.exe /name Microsoft.MobilityCenterWindows 移动中心
control.exe /name Microsoft.NetworkAndSharingCenter控制面板\所有控制面板项\网络和共享中心
control.exe /name Microsoft.WindowsUpdate控制面板\所有控制面板项\Windows Update
2020/05/13 11:21 · colin

<< 更新的文章 | 更早的文章 >>

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home.txt · 最后更改: 2025/02/27 17:17 由 colin