Hệ thống thông tin địa lý

• Một cơ sở dữ liệu không gian (Spatial database) là một cơ sở dữ liệu được thiết kế để lưu trữ, xử lý dữ liệu biểu diễn các đối tượng không gian
• Hệ quản trị cơ sở dữ liệu (DBMS) không gian là một DBMS hỗ trợ quản lý các đối tượng không gian
• Cơ sở dữ liệu không gian có các tính năng (theo chuẩn Open Spatial Consortium - OGC):
  • Thực hiện các phép đo không gian: Tính chiều dài, diện tích, khoảng cách
  • Thực hiện các hàm không gian: Tính vùng đệm quanh một đối tượng không gian, tính toán giao của hai đối tượng
  • Trả lời câu hỏi True/False về quan hệ không gian của hai đối tượng như: A có nằm trong B hay giao với B không? Trong khoảng 10km xung quanh A có đối tượng nào kiểu T hay không...
  • Tạo các đối tượng hình học/không gian mới
  • Các tính năng quan trắc, chẳng hạn tính tâm của một vùng.

• Sử dụng DBMS quan hệ hoặc quan hệ-đối tượng, bổ sung thêm các tính năng quản trị dữ liệu không gian:
  • Thương mại: DBMS quan hệ (có thể thương mại hoặc nguồn mở) + ArcGIS (của hãng ESRI)
  • Thương mại: Oracle + Oracle Spatial, Microsoft SQL Server, IBM DB 2 + IBM Spatial Extender
  • Nguồn mở: PostgreSQL + PostGIS, MySQL (tính năng không gian tương đối hạn chế)
• Sử dụng NoSQL DBMS, bổ sung thêm tính năng quản trị không gian:
  • Nguồn mở CouchDB + GeoCouch

• PostgreSQL: DBMS theo mô hình quan hệ-đối tượng
  • Có khả năng bổ sung các kiểu và toán tử mới trên các kiểu đó
  • Nguồn mở
  • Có thể hoạt động trên Linux, Windows
• PostGIS: Phần mở rộng của PostgreSQL để quản lý dữ liệu không gian
  • Dữ liệu vector 2D và 3D (còn hạn chế)
  • Dữ liệu raster (từ phiên bản 2.x trở lên)
  • Nguồn mở
  • Có khả năng làm việc với nhiều khuôn dạng dữ liệu vào: shapefile, GDB...
• Người sử dụng thao tác trên dữ liệu không gian thông qua các hàm của PostGIS

• PostgreSQL (http://www.postgresql.org) là DBMS nguồn mở, có thể hoạt động trên các hệ điều hành Linux, Solaris, Windows, Mac OS X, BSD
• Phiên bản mới nhất có tại: https://www.postgresql.org/download/
• Cài đặt trên Linux Redhat, CentOS:

yum -y install postgresql* postgis*

• Cài đặt trên Linux Fedora:

dnf -y install postgresql* postgis*

• Cài đặt trên Linux Ubuntu:

apt-get install postgresql* postgis*

• Cài đặt trên Windows:
  • Tải bản mới nhất tại https://www.postgresql.org/download/windows/
  • Lựa chọn "graphic installer" trên trang download
  • Thực hiện chương trình cài đặt và làm theo hướng dẫn
  • Trong phần lựa chọn: Chọn cài đặt thêm phần mở rộng PostGIS
• Cài đặt trên Mac OS X: ...

• Thực hiện lệnh từ người quản trị (thường là postgres)

$ psql -U postgres
postgres=# create database uetdb;
postgres=# create user uetuser password 'uet123';
postgres=# grant all privileges on database uetdb to uetuser;
postgres=# \q
$ _

• CSDL này chưa hỗ trợ các kiểu dữ liệu không gian

• Với Windows: Lựa chọn option PostGIS trong khi thực hiện chương trình cài đặt

• Với Linux: Cài đặt gói mở rộng bằng lệnh:

  $ psql -U postgres
  postgres=# create extension postgis;
  postgres=# \q
  $ _
  

$ psql -U postgres
postgre=# -- Enable Topology
postgre=# CREATE EXTENSION postgis_topology;
postgre=# -- Enable PostGIS Advanced 3D and other geoprocessing algorithms
postgre=# -- sfcgal not available with all distributions
postgre=# CREATE EXTENSION postgis_sfcgal;
postgre=# -- fuzzy matching needed for Tiger
postgre=# CREATE EXTENSION fuzzystrmatch;
postgre=# -- rule based standardizer
postgre=# CREATE EXTENSION address_standardizer;
postgre=# -- example rule data set
postgre=# CREATE EXTENSION address_standardizer_data_us;
postgre=# -- Enable US Tiger Geocoder
postgre=# CREATE EXTENSION postgis_tiger_geocoder;
postgre=# \q
$ _

• Với CSDL đã tồn tại uetdb, để cài đặt phần mở rộng PostGIS:

  $ psql -U postgres uetdb
  postgres=# create extension postgis;
  postgres=# \q
  $ _
  

• Tạo mới CSDL không gian:

  $ psql -U postgres
  postgres=# create database uetspatialdb;
  postgres=# create user uetspuser password 'uet123';
  postgres=# grant all privileges on database uetspatialdb to uetspuser;
  postgres=# \c uetspatialdb;
  postgres=# create extension postgis;
  postgres=# \q
  $ _
  

• Sử dụng ứng dụng shp2pgsql như sau:

shp2pgsql /home/chau/data/gis/VNM_adm2.shp | psql -U chau uetdb | tail -3

## Shapefile type: Polygon
## Postgis type: MULTIPOLYGON[2]
## INSERT 0 1
## COMMIT
## ANALYZE

• Xem các tùy chọn của shp2pgsql:

shp2pgsql

echo "\d" | psql -U chau uetdb

##                 List of relations
##  Schema |       Name        |   Type   |  Owner   
## --------+-------------------+----------+----------
##  public | geography_columns | view     | postgres
##  public | geometry_columns  | view     | postgres
##  public | raster_columns    | view     | postgres
##  public | raster_overviews  | view     | postgres
##  public | spatial_ref_sys   | table    | postgres
##  public | vnm_adm2          | table    | chau
##  public | vnm_adm2_gid_seq  | sequence | chau
## (7 rows)

echo "\d vnm_adm2" | psql -U chau uetdb | tail -n +4 | grep -v cc | grep -v iso

##  gid       | integer                | not null default nextval('vnm_adm2_gid_seq'::regclass)
##  id_0      | numeric(10,0)          | 
##  name_0    | character varying(75)  | 
##  id_1      | numeric(10,0)          | 
##  name_1    | character varying(75)  | 
##  id_2      | numeric(10,0)          | 
##  name_2    | character varying(75)  | 
##  hasc_2    | character varying(15)  | 
##  type_2    | character varying(50)  | 
##  engtype_2 | character varying(50)  | 
##  nl_name_2 | character varying(75)  | 
##  varname_2 | character varying(150) | 
##  geom      | geometry(MultiPolygon) | 
## Indexes:
##     "vnm_adm2_pkey" PRIMARY KEY, btree (gid)

echo "select gid, name_2, st_astext(geom) from vnm_adm2 limit 5" | psql -U chau uetdb

##  gid |  name_2   |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       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##    1 | Cẩm Lệ    | MULTIPOLYGON(((108.197776794434 16.0231094360354,108.197715759277 16.0233097076417,108.198486328125 16.0233154296876,108.198936462402 16.0233402252198,108.199012756348 16.0233516693115,108.199157714844 16.0233936309814,108.199279785156 16.0234355926515,108.199424743652 16.0235137939454,108.199760437012 16.0237407684326,108.200119018555 16.0239372253419,108.200706481934 16.0242404937746,108.200958251953 16.0243492126468,108.201057434082 16.0243721008302,108.201141357422 16.0243873596191,108.201263427734 16.024393081665,108.201370239258 16.0243663787842,108.201461791992 16.0242881774905,108.201530456543 16.0241813659669,108.201667785644 16.0239238739014,108.201766967774 16.023817062378,108.201904296875 16.0237674713134,108.202095031738 16.0237903594971,108.202224731445 16.0238075256347,108.202476501465 16.0238323211673,108.20297241211 16.0238647460939,108.204063415528 16.0239677429202,108.204681396485 16.024019241333,108.205001831055 16.024076461792,108.205223083496 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##    7 | Thanh Khê | MULTIPOLYGON(((108.173187255859 16.0784816741943,108.173896789551 16.0783290863038,108.17416381836 16.078332901001,108.174446105957 16.0780563354493,108.175277709961 16.0780601501467,108.175827026367 16.0777797698975,108.176666259766 16.0774974823,108.176940917969 16.077220916748,108.177223205567 16.0772228240968,108.17749786377 16.0769443511966,108.177780151367 16.0769443511966,108.17805480957 16.0766658782962,108.178337097168 16.0766658782962,108.178611755371 16.0763874053956,108.178886413574 16.076391220093,108.179168701172 16.0761108398438,108.179733276367 16.0761108398438,108.180000305176 16.0758342742922,108.180274963379 16.0758342742922,108.180557250977 16.0755558013918,108.18083190918 16.0755596160888,108.181106567383 16.0752811431885,108.182220458984 16.0752811431885,108.182502746582 16.0750007629395,108.183891296387 16.0750007629395,108.18416595459 16.0747203826905,108.184448242188 16.0747222900393,108.184722900391 16.0744438171389,108.185554504395 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##    8 | Định Quán | MULTIPOLYGON(((107.299278259277 11.3926544189454,107.30029296875 11.3914642333985,107.301322937012 11.3904972076416,107.302490234375 11.3895311355592,107.303207397461 11.3887290954593,107.303535461426 11.3884105682374,107.303771972656 11.3882007598877,107.304244995117 11.3879642486572,107.305114746094 11.3879194259644,107.305519104004 11.3876485824586,107.305923461914 11.3874549865723,107.307075500489 11.3885517120361,107.307418823242 11.388529777527,107.308380126953 11.3879890441896,107.30899810791 11.3876981735232,107.30997467041 11.3873949050904,107.31088256836 11.3870639801025,107.31143951416 11.3869638442994,107.312271118164 11.3869771957397,107.313858032227 11.3870792388918,107.314918518067 11.3871269226076,107.315376281738 11.3869619369509,107.315666198731 11.386788368225,107.315780639648 11.3866586685181,107.315986633301 11.3864421844483,107.316253662109 11.3859262466433,107.316650390625 11.3848934173586,107.316955566406 11.3842620849611,107.317070007324 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16.194673538208,107.874282836914 16.195037841797,107.874206542969 16.1952762603761,107.874198913574 16.1954345703125,107.87427520752 16.1957397460939,107.874465942383 16.1961345672609,107.874588012695 16.1963195800782,107.874862670898 16.1965980529786,107.875236511231 16.1968994140624,107.875419616699 16.1969013214112,107.87557220459 16.1969718933108,107.875854492188 16.1969509124758,107.876136779785 16.1969528198242,107.876342773438 16.1969566345216,107.876777648926 16.197053909302,107.877067565918 16.1971378326415,107.877288818359 16.1972332000732,107.877479553223 16.1973896026611,107.877586364746 16.1976108551028,107.877685546875 16.1978492736819,107.877784729004 16.1980266571045,107.877975463867 16.1981830596926,107.878326416016 16.1984176635743,107.878730773926 16.198606491089,107.879096984864 16.1986541748049,107.879585266113 16.198657989502,107.879859924317 16.1986980438233,107.880081176758 16.1987743377685,107.880409240723 16.1988945007325,107.880714416504 16.1990509033203,107.88102722168 16.1992053985599,107.881324768066 16.1994056701661,107.881584167481 16.1995525360107,107.881942749024 16.1996898651126,107.882354736328 16.1998176574708,107.882713317871 16.1999015808107,107.88298034668 16.2000045776367,107.88338470459 16.2000694274902,107.883834838867 16.2000446319582,107.884147644043 16.1999969482424,107.884498596192 16.1998767852783,107.884864807129 16.1997833251953,107.885246276855 16.1997241973879,107.885650634766 16.19966506958,107.886016845703 16.1995906829834,107.886268615723 16.1995506286621,107.886466979981 16.1995754241943,107.886627197266 16.1996974945069,107.886764526367 16.1998805999759,107.886962890625 16.2000827789309,107.887138366699 16.2001953125,107.887367248535 16.2002735137942,107.887557983399 16.2003841400149,107.887634277344 16.2005252838136,107.887634277344 16.2007293701171,107.887596130371 16.2009792327881,107.887657165527 16.2013244628908,107.887741088867 16.2017669677737,107.887847900391 16.2021465301515,107.887962341309 16.2024383544921,107.88809967041 16.2026672363283,107.888229370117 16.2028427124023,107.888359069824 16.203001022339,107.888595581055 16.2031917572023,107.888893127442 16.2033214569093,107.889190673828 16.2034072875977,107.889343261719 16.2034931182861,107.889427185059 16.2035884857178,107.889518737793 16.20383644104,107.889625549316 16.204216003418,107.889617919922 16.2046699523927,107.889602661133 16.2053356170657,107.889511108398 16.2060184478762,107.889488220215 16.2061614990237,107.88948059082 16.206293106079,107.889541625977 16.2063922882082,107.889701843262 16.2064170837402,107.890014648437 16.2063770294192,107.890441894531 16.2063083648681,107.890899658203 16.2062397003174,107.891227722168 16.2061729431152,107.891502380371 16.2060623168945,107.891807556152 16.2058906555176,107.892143249512 16.2057609558107,107.892425537109 16.2056522369385,107.892646789551 16.2055683135988,107.892974853516 16.2055091857911,107.893356323242 16.2054252624513,107.893867492676 16.2052593231201,107.894218444824 16.20512008667,107.894386291504 16.2050476074219,107.894584655762 16.2050457000734,107.894897460938 16.2051563262939,107.895469665527 16.2055377960205,107.895957946778 16.2059669494628,107.896369934082 16.2062702178958,107.896858215332 16.2066822052001,107.897232055664 16.2069873809815,107.898086547852 16.2076930999759,107.898910522461 16.2083225250245,107.899536132812 16.208890914917,107.899826049805 16.2090816497803,107.900238037109 16.2093162536622,107.900581359863 16.2095222473145,107.901008605957 16.2097034454349,107.901466369629 16.2098579406741,107.901954650879 16.2099475860596,107.902320861817 16.210039138794,107.902618408203 16.2101421356202,107.902862548828 16.2102546691897,107.903190612793 16.2105083465577,107.903472900391 16.2107982635498,107.90364074707 16.2110519409181,107.903770446778 16.2112712860108,107.903877258301 16.2116336822509,107.903961181641 16.2121829986575,107.903953552246 16.2126350402831,107.903961181641 16.2129993438721,107.904029846192 16.2132110595705,107.904220581055 16.2135276794434,107.904510498047 16.2137985229493,107.904861450195 16.2141132354736,107.90518951416 16.2143402099612,107.905517578125 16.2145137786866,107.905952453613 16.2145614624024,107.906471252441 16.2145347595216,107.906799316406 16.2144870758058,107.907089233399 16.2144012451173,107.907386779785 16.2142925262453,107.907569885254 16.2142314910889,107.907752990723 16.2141723632815,107.908035278321 16.2141494750979,107.908241271973 16.214210510254,107.908393859863 16.2143135070802,107.908531188965 16.2144718170169,107.908676147461 16.21462059021,107.908927917481 16.2147941589355,107.909217834473 16.2150135040284,107.909606933594 16.2152652740478,107.910148620606 16.2154598236086,107.910430908203 16.2155818939211,107.910652160645 16.2156047821045,107.910865783691 16.2155742645264,107.911026000977 16.215494155884,107.911193847656 16.2153663635254,107.911331176758 16.2151870727542,107.91145324707 16.2150783538821,107.911636352539 16.2149791717529,107.911880493164 16.2148952484131,107.91219329834 16.2148380279542,107.912467956543 16.2147712707521,107.912788391113 16.2146606445312,107.912994384766 16.2145519256593,107.91332244873 16.2144145965576,107.913711547852 16.2142238616943)))
## (5 rows)

• Sử dụng ứng dụng raster2pgsql như sau:

raster2pgsql -t 256x256 /home/chau/data/gis/hotay.tiff | psql -U chau uetdb | tail -2

## Processing 1/1: /home/chau/data/gis/hotay.tiff
## INSERT 0 1
## COMMIT

• Xem các tùy chọn của raster2pgsql:

shp2pgsql

echo "\d" | psql -U chau uetdb

##                 List of relations
##  Schema |       Name        |   Type   |  Owner   
## --------+-------------------+----------+----------
##  public | geography_columns | view     | postgres
##  public | geometry_columns  | view     | postgres
##  public | hotay             | table    | chau
##  public | hotay_rid_seq     | sequence | chau
##  public | raster_columns    | view     | postgres
##  public | raster_overviews  | view     | postgres
##  public | spatial_ref_sys   | table    | postgres
##  public | vnm_adm2          | table    | chau
##  public | vnm_adm2_gid_seq  | sequence | chau
## (9 rows)

echo "\d hotay" | psql -U chau uetdb
echo "select count(*) from hotay" | psql -U chau uetdb

##                           Table "public.hotay"
##  Column |  Type   |                      Modifiers                      
## --------+---------+-----------------------------------------------------
##  rid    | integer | not null default nextval('hotay_rid_seq'::regclass)
##  rast   | raster  | 
## Indexes:
##     "hotay_pkey" PRIMARY KEY, btree (rid)
## 
##  count 
## -------
##    210
## (1 row)

cd /home/chau/data/gis
ogr2ogr -f "PostgreSQL" PG:"host=localhost port=5432 dbname=uetdb user=chau" "Dong dat.gdb"
echo "\d" | psql -U chau uetdb

##                        List of relations
##  Schema |              Name               |   Type   |  Owner   
## --------+---------------------------------+----------+----------
##  public | chantam_dongdat                 | table    | chau
##  public | chantam_dongdat_objectid_seq    | sequence | chau
##  public | geography_columns               | view     | postgres
##  public | geometry_columns                | view     | postgres
##  public | hotay                           | table    | chau
##  public | hotay_rid_seq                   | sequence | chau
##  public | pv_chandong_190nam              | table    | chau
##  public | pv_chandong_190nam_objectid_seq | sequence | chau
##  public | pv_chandong_475nam              | table    | chau
##  public | pv_chandong_475nam_objectid_seq | sequence | chau
##  public | pv_chandong_cucdai              | table    | chau
##  public | pv_chandong_cucdai_objectid_seq | sequence | chau
##  public | raster_columns                  | view     | postgres
##  public | raster_overviews                | view     | postgres
##  public | spatial_ref_sys                 | table    | postgres
##  public | vnm_adm2                        | table    | chau
##  public | vnm_adm2_gid_seq                | sequence | chau
## (17 rows)

echo "\d pv_chandong_190nam" | psql -U chau uetdb

##                                              Table "public.pv_chandong_190nam"
##        Column       |             Type             |                               Modifiers                               
## --------------------+------------------------------+-----------------------------------------------------------------------
##  objectid           | integer                      | not null default nextval('pv_chandong_190nam_objectid_seq'::regclass)
##  vung_chan_dong     | character varying(50)        | 
##  cuong_do_chan_dong | character varying(50)        | 
##  tinh               | character varying(50)        | 
##  ma_tinh            | double precision             | 
##  huyen_tp           | character varying(50)        | 
##  ma_huyen_tp        | double precision             | 
##  shape_length       | double precision             | 
##  shape_area         | double precision             | 
##  caphc_huyen        | character varying(50)        | 
##  wkb_geometry       | geometry(MultiPolygon,32648) | 
## Indexes:
##     "pv_chandong_190nam_pkey" PRIMARY KEY, btree (objectid)
##     "pv_chandong_190nam_wkb_geometry_geom_idx" gist (wkb_geometry)