SlideShare ist ein Scribd-Unternehmen logo
1 von 41
A brief guide to Oracle Spatial Extension Simone Campora (simone.campora@epfl.ch)
Spatial Databases ,[object Object],[object Object]
Oracle Spatial Extension (11g r1) ,[object Object],Oracle 4  Oracle 7  Oracle 8  Oracle 10  First spatial extension Spatial Data Option (SDO) Oracle Spatial R-Tree indexing Network Model Raster handling Topologies Geocoding
Supported geometries
Spatial Database Generalities
Supported Data Formats ,[object Object],[object Object],[object Object]
Oracle Hierarchical Model ,[object Object]
Geometries  ,[object Object],[object Object]
Spatial Indexing ,[object Object],[object Object],[object Object],[object Object]
R - Tree ,[object Object],[object Object],[object Object],[object Object]
Quadtree ,[object Object],[object Object],[object Object]
Spatial Query Processing Optional Filter Spatial Data Layer Primary Filter: Spatial Index Data Selection Secondary Filter: Spatial Functions Results
Oracle Spatial Data Types
SDO_GEOMETRY ,[object Object],CREATE TABLE forest( name VARCHAR2(30), animal_population NUMBER(9), geom MDSYS.SDO_GEOMETRY); Methods GET_DIMS()  :NUMBER GET_GTYPE  :NUMBER
SDO_GTYPE ,[object Object],Geometry Type Dimensions Name 2D 3D 4D UNKNOWN_GEOMETRY 2000 3000 4000 POINT 2001 3001 4001 LINESTRING 2002 3002 4002 POLYGON 2003 3003 4003 COLLECTION 2004 3004 4004 MULTIPOINT 2005 3005 4005 MULTILINESTRING 2006 3006 4006 MULTIPOLYGON 2007 3007 4007 NOT OGC
SDO_POINT ,[object Object],[object Object],[object Object],X NUMBER Y NUMBER Z NUMBER Example:  GPS Receiver
SDO_ELEM_INFO ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Number Element Type Interpretation 0 UNKNOWN_ELEMENT 1 POINT Number of points of the collection 2 LINESTRING ,[object Object],3 POLYGON 1 lines 1003 External 2 arcs 2003 Internal 3 optimized rectangle 4 circle 4 COMPOUND LINESTRING Number of elements 5 COMPOUNG POLYGON Number of elements 1005 External 2005 Internal
SDO_ORDINATES ,[object Object],[object Object],[object Object]
Examples 1/5 – inserting a Point ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],SDO_POINT SDO_ELEM_INFO SDO_ORDINATES SDO_GTYPE SDO_SRID
Examples 2/5 – inserting a line ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],10,10 20,25 30,10 40,10
Examples 3/5 – inserting a polygon ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],(2,10) (2,10) (3,0) (10,0) (12,10) (5,12) (4,3) (6,9)
Oracle Spatial Coordinates System
Projections ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
SDO_SRID ,[object Object],[object Object],Description Type Description CS_NAME VARCHAR2(68) Short Name SRID NUMBER(38) Reference System ID AUTH_SRID NUMBER(38) ‘ Oracle’ AUTH_NAME VARCHAR2(256) SRID name WKTEXT VARCHAR2(2046) OGC name CS_BOUNDS MDSYS.SDO_GEOMETRY Can be null
How to Change the SRID? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Oracle Spatial Operators
Spatial Operators ,[object Object],[object Object],[object Object]
SDO_FILTER  SDO_FILTER(<geometry-1>,<geometry-2>,‘QUERYTYPE=WINDOW’) = ‘TRUE’; ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],select s.nom, s.type from sondages s Where sdo_filter ( s.geom,  mdsys.sdo_geometry (2003,352257,null, mdsys.sdo_elem_info_array(1,1003,3), mdsys.sdo_ordinate_array(540300,212500,541300,213500)), ‘ querytype=WINDOW’) = ‘TRUE’;
SDO_RELATE  SDO_RELATE(<geometry-1>,<geometry-2>, ‘MASK=<mask> QUERYTYPE=WINDOW’) = ‘TRUE’; ,[object Object],[object Object],[object Object],select t1.name, t1.na,e  from towns t1, towns t2 where c2.name = ‘NYC’ and sdo_relate ( t1.geom,t2.geom,  ‘ mask=TOUCH querytype=WINDOW’)=‘TRUE’;
SDO_WITHIN_DISTANCE   SDO_WITHIN_DISTANCE( <geometry-1>,<geometry-2>, ‘DISTANCE=<n>,[optional parameters]’) = ‘TRUE’; ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],select  a.name from buildings b, streets a where b.id= 2198376 and sdo_within_distance  ( a.geom,b.geom,‘distance=1 UNIT=kilometer’)=‘TRUE’;
SDO_NN (nearest neighbor)   SDO_NN(<geometry-1>,<geometry-2>,‘[paramètres optionnels]’) = ‘TRUE’; ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],select  s.type from streets s, polls p where s.id = 1289 and sdo_nn(s.geom,p.geom,’sdo_num_res=5 unit=meter’,1) = ‘TRUE’;
Oracle Spatial FUNCTIONS
Spatial Functions ,[object Object],[object Object],[object Object],[object Object]
SDO_GEOM.RELATE SDO_GEOM.RELATE( <geometry-1>,’<mask>’,<geometry-2>,<tolerance>); ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],select c.name, sdo_geom.relate(d.geom,’determine’,t.geom,0.5) relation from districts d, towns t where d.distname = ‘NY’ and d.distname = t.district;
Oracle Spatial Analysis
Spatial Analysis ,[object Object],[object Object]
Calculate a Surface SDO_GEOM.SDO_AREA (<geometry>,<tolerance> [, <unit>]) ,[object Object],[object Object],[object Object],[object Object],select sdo_unit from  mdsys.sdo_dist_units; select sum(sdo_geom.sdo_area(c1.geom,0.5,’unit=sq_meter’)) surface from towns t1, towns t2 where t2.name = ‘New York’ and  sdo_relate (t1.geom,t2.geom, ’ mask=TOUCH querytype=WINDOW’) = ‘TRUE’;
Calculate the Length SDO_GEOM.SDO_LENGTH (<geometry>,<tolerance> [, <unit>]) Calculate the Distance SDO_GEOM.SDO_DISTANCE (<geometry-1>, <geometry-2>,<tolerance> [, <unit>]) select name,sdo_geom.sdo_length(geom,0.5,’unit=kilometer’) length from streets where number = 1234; select sdo_geom.sdo_distance(f1.geom,f2.geom,0.5) distance from forests f1, forests f2 where f1.id = 1 and f2.id = 2;
Buffer Calculation SDO_GEOM.SDO_BUFFER (<geometry>,<distance>, <tolerance> [, ‘<params>’]) ,[object Object],[object Object],[object Object],[object Object],[object Object],select sdo_geom.sdo_buffer (geom,25,0.5,’unit=km’)  buffer from streets where number = 120;
Logic Functions SDO_GEOM.SDO_XXX (<geometry-1>,<geometry-2>,<tolerance>) ,[object Object],[object Object],[object Object],[object Object]
References ,[object Object],[object Object],[object Object],[object Object]

Weitere ähnliche Inhalte

Was ist angesagt?

İleri Seviye T-SQL Programlama - Chapter 09
İleri Seviye T-SQL Programlama - Chapter 09İleri Seviye T-SQL Programlama - Chapter 09
İleri Seviye T-SQL Programlama - Chapter 09Cihan Özhan
 
APEX 5 Interactive Reports: Deep Dive and Upgrade Advice
APEX 5 Interactive Reports: Deep Dive and Upgrade AdviceAPEX 5 Interactive Reports: Deep Dive and Upgrade Advice
APEX 5 Interactive Reports: Deep Dive and Upgrade AdviceKaren Cannell
 
Oracle GoldenGate 21c New Features and Best Practices
Oracle GoldenGate 21c New Features and Best PracticesOracle GoldenGate 21c New Features and Best Practices
Oracle GoldenGate 21c New Features and Best PracticesBobby Curtis
 
GeoTools와 GeoServer를 이용한 KOPSS Open API의 구현
GeoTools와 GeoServer를 이용한 KOPSS Open API의 구현GeoTools와 GeoServer를 이용한 KOPSS Open API의 구현
GeoTools와 GeoServer를 이용한 KOPSS Open API의 구현MinPa Lee
 
Structured query language(sql)ppt
Structured query language(sql)pptStructured query language(sql)ppt
Structured query language(sql)pptGowarthini
 
DDL And DML
DDL And DMLDDL And DML
DDL And DMLpnp @in
 
Oracle Goldengate training by Vipin Mishra
Oracle Goldengate training by Vipin Mishra Oracle Goldengate training by Vipin Mishra
Oracle Goldengate training by Vipin Mishra Vipin Mishra
 
Intro To PostGIS
Intro To PostGISIntro To PostGIS
Intro To PostGISmleslie
 
Introduction of sql server indexing
Introduction of sql server indexingIntroduction of sql server indexing
Introduction of sql server indexingMahabubur Rahaman
 
Indexing with MongoDB
Indexing with MongoDBIndexing with MongoDB
Indexing with MongoDBMongoDB
 
공간정보거점대학 1.geo server_고급과정
공간정보거점대학 1.geo server_고급과정공간정보거점대학 1.geo server_고급과정
공간정보거점대학 1.geo server_고급과정BJ Jang
 
ADO.NET difference faqs compiled- 1
ADO.NET difference  faqs compiled- 1ADO.NET difference  faqs compiled- 1
ADO.NET difference faqs compiled- 1Umar Ali
 
Getting Started with Geospatial Data in MongoDB
Getting Started with Geospatial Data in MongoDBGetting Started with Geospatial Data in MongoDB
Getting Started with Geospatial Data in MongoDBMongoDB
 
Oracle apex training
Oracle apex trainingOracle apex training
Oracle apex trainingVasudha India
 

Was ist angesagt? (20)

İleri Seviye T-SQL Programlama - Chapter 09
İleri Seviye T-SQL Programlama - Chapter 09İleri Seviye T-SQL Programlama - Chapter 09
İleri Seviye T-SQL Programlama - Chapter 09
 
APEX 5 Interactive Reports: Deep Dive and Upgrade Advice
APEX 5 Interactive Reports: Deep Dive and Upgrade AdviceAPEX 5 Interactive Reports: Deep Dive and Upgrade Advice
APEX 5 Interactive Reports: Deep Dive and Upgrade Advice
 
Oracle GoldenGate 21c New Features and Best Practices
Oracle GoldenGate 21c New Features and Best PracticesOracle GoldenGate 21c New Features and Best Practices
Oracle GoldenGate 21c New Features and Best Practices
 
GeoTools와 GeoServer를 이용한 KOPSS Open API의 구현
GeoTools와 GeoServer를 이용한 KOPSS Open API의 구현GeoTools와 GeoServer를 이용한 KOPSS Open API의 구현
GeoTools와 GeoServer를 이용한 KOPSS Open API의 구현
 
Object Based Databases
Object Based DatabasesObject Based Databases
Object Based Databases
 
Structured query language(sql)ppt
Structured query language(sql)pptStructured query language(sql)ppt
Structured query language(sql)ppt
 
Ms sql-server
Ms sql-serverMs sql-server
Ms sql-server
 
DDL And DML
DDL And DMLDDL And DML
DDL And DML
 
MS SQL Server
MS SQL ServerMS SQL Server
MS SQL Server
 
Oracle Goldengate training by Vipin Mishra
Oracle Goldengate training by Vipin Mishra Oracle Goldengate training by Vipin Mishra
Oracle Goldengate training by Vipin Mishra
 
Intro To PostGIS
Intro To PostGISIntro To PostGIS
Intro To PostGIS
 
Introduction of sql server indexing
Introduction of sql server indexingIntroduction of sql server indexing
Introduction of sql server indexing
 
RDBMS
RDBMS RDBMS
RDBMS
 
Indexing with MongoDB
Indexing with MongoDBIndexing with MongoDB
Indexing with MongoDB
 
공간정보거점대학 1.geo server_고급과정
공간정보거점대학 1.geo server_고급과정공간정보거점대학 1.geo server_고급과정
공간정보거점대학 1.geo server_고급과정
 
ADO.NET difference faqs compiled- 1
ADO.NET difference  faqs compiled- 1ADO.NET difference  faqs compiled- 1
ADO.NET difference faqs compiled- 1
 
Partitioning
PartitioningPartitioning
Partitioning
 
Getting Started with Geospatial Data in MongoDB
Getting Started with Geospatial Data in MongoDBGetting Started with Geospatial Data in MongoDB
Getting Started with Geospatial Data in MongoDB
 
Oracle apex training
Oracle apex trainingOracle apex training
Oracle apex training
 
SQL
SQLSQL
SQL
 

Andere mochten auch

Algebra - liczby zespolone - cz. 1
Algebra - liczby zespolone - cz. 1Algebra - liczby zespolone - cz. 1
Algebra - liczby zespolone - cz. 1knbb_mat
 
Postępowanie administracyjne, postępowanie egzekucyjne w administracji i post...
Postępowanie administracyjne, postępowanie egzekucyjne w administracji i post...Postępowanie administracyjne, postępowanie egzekucyjne w administracji i post...
Postępowanie administracyjne, postępowanie egzekucyjne w administracji i post...e-booksweb.pl
 
Servidores de mapas en alta disponibilidad CyLiconValley
Servidores de mapas en alta disponibilidad CyLiconValleyServidores de mapas en alta disponibilidad CyLiconValley
Servidores de mapas en alta disponibilidad CyLiconValleyAlvaro García Loaisa
 
Using FME to Convert TIGER Spatial Data From Oracle Spatial To ESRI Shapefiles
Using FME to Convert TIGER Spatial Data From Oracle Spatial To ESRI ShapefilesUsing FME to Convert TIGER Spatial Data From Oracle Spatial To ESRI Shapefiles
Using FME to Convert TIGER Spatial Data From Oracle Spatial To ESRI ShapefilesSafe Software
 
De SIOSE a PostGIS en cuatro sesiones
De SIOSE a PostGIS en cuatro sesionesDe SIOSE a PostGIS en cuatro sesiones
De SIOSE a PostGIS en cuatro sesionesBenito Zaragozí
 
Introdución a PostGis
Introdución a PostGisIntrodución a PostGis
Introdución a PostGisMarco Carranza
 
Oracle Spatial de la A a la Z - Unidad 1
Oracle Spatial de la A a la Z - Unidad 1Oracle Spatial de la A a la Z - Unidad 1
Oracle Spatial de la A a la Z - Unidad 1Jorge Ulises
 
Curso spatial analyst ARCGIS INGEMMET Juan Salcedo
Curso spatial analyst ARCGIS INGEMMET Juan SalcedoCurso spatial analyst ARCGIS INGEMMET Juan Salcedo
Curso spatial analyst ARCGIS INGEMMET Juan SalcedoJuan Salcedo
 
OpenLayers vs. Leaflet
OpenLayers vs. LeafletOpenLayers vs. Leaflet
OpenLayers vs. Leafletdasjo
 
Vestige: Managing tags for #a4i
Vestige: Managing tags for #a4iVestige: Managing tags for #a4i
Vestige: Managing tags for #a4iSimone Campora
 
Sistemas información geográfica
Sistemas información geográficaSistemas información geográfica
Sistemas información geográficaMarvin Zumbado
 
1. źródła prawa oraz wybrane regulacje prawne z zakresu prawa pracy dot. bhp ...
1. źródła prawa oraz wybrane regulacje prawne z zakresu prawa pracy dot. bhp ...1. źródła prawa oraz wybrane regulacje prawne z zakresu prawa pracy dot. bhp ...
1. źródła prawa oraz wybrane regulacje prawne z zakresu prawa pracy dot. bhp ...AktywBHP
 
Conferencia ESRI 2014. Gestión de la componente geográfica del negocio median...
Conferencia ESRI 2014. Gestión de la componente geográfica del negocio median...Conferencia ESRI 2014. Gestión de la componente geográfica del negocio median...
Conferencia ESRI 2014. Gestión de la componente geográfica del negocio median...geograma
 

Andere mochten auch (15)

Oracle Spatial Databases
Oracle Spatial DatabasesOracle Spatial Databases
Oracle Spatial Databases
 
Algebra - liczby zespolone - cz. 1
Algebra - liczby zespolone - cz. 1Algebra - liczby zespolone - cz. 1
Algebra - liczby zespolone - cz. 1
 
Postępowanie administracyjne, postępowanie egzekucyjne w administracji i post...
Postępowanie administracyjne, postępowanie egzekucyjne w administracji i post...Postępowanie administracyjne, postępowanie egzekucyjne w administracji i post...
Postępowanie administracyjne, postępowanie egzekucyjne w administracji i post...
 
Servidores de mapas en alta disponibilidad CyLiconValley
Servidores de mapas en alta disponibilidad CyLiconValleyServidores de mapas en alta disponibilidad CyLiconValley
Servidores de mapas en alta disponibilidad CyLiconValley
 
Using FME to Convert TIGER Spatial Data From Oracle Spatial To ESRI Shapefiles
Using FME to Convert TIGER Spatial Data From Oracle Spatial To ESRI ShapefilesUsing FME to Convert TIGER Spatial Data From Oracle Spatial To ESRI Shapefiles
Using FME to Convert TIGER Spatial Data From Oracle Spatial To ESRI Shapefiles
 
De SIOSE a PostGIS en cuatro sesiones
De SIOSE a PostGIS en cuatro sesionesDe SIOSE a PostGIS en cuatro sesiones
De SIOSE a PostGIS en cuatro sesiones
 
Oracle Spatial de la A a la Z - JUGM 2010
Oracle Spatial de la A a la Z - JUGM 2010Oracle Spatial de la A a la Z - JUGM 2010
Oracle Spatial de la A a la Z - JUGM 2010
 
Introdución a PostGis
Introdución a PostGisIntrodución a PostGis
Introdución a PostGis
 
Oracle Spatial de la A a la Z - Unidad 1
Oracle Spatial de la A a la Z - Unidad 1Oracle Spatial de la A a la Z - Unidad 1
Oracle Spatial de la A a la Z - Unidad 1
 
Curso spatial analyst ARCGIS INGEMMET Juan Salcedo
Curso spatial analyst ARCGIS INGEMMET Juan SalcedoCurso spatial analyst ARCGIS INGEMMET Juan Salcedo
Curso spatial analyst ARCGIS INGEMMET Juan Salcedo
 
OpenLayers vs. Leaflet
OpenLayers vs. LeafletOpenLayers vs. Leaflet
OpenLayers vs. Leaflet
 
Vestige: Managing tags for #a4i
Vestige: Managing tags for #a4iVestige: Managing tags for #a4i
Vestige: Managing tags for #a4i
 
Sistemas información geográfica
Sistemas información geográficaSistemas información geográfica
Sistemas información geográfica
 
1. źródła prawa oraz wybrane regulacje prawne z zakresu prawa pracy dot. bhp ...
1. źródła prawa oraz wybrane regulacje prawne z zakresu prawa pracy dot. bhp ...1. źródła prawa oraz wybrane regulacje prawne z zakresu prawa pracy dot. bhp ...
1. źródła prawa oraz wybrane regulacje prawne z zakresu prawa pracy dot. bhp ...
 
Conferencia ESRI 2014. Gestión de la componente geográfica del negocio median...
Conferencia ESRI 2014. Gestión de la componente geográfica del negocio median...Conferencia ESRI 2014. Gestión de la componente geográfica del negocio median...
Conferencia ESRI 2014. Gestión de la componente geográfica del negocio median...
 

Ähnlich wie Oracle Spatial

R getting spatial
R getting spatialR getting spatial
R getting spatialFAO
 
2017 RM-URISA Track: Spatial SQL - The Best Kept Secret in the Geospatial World
2017 RM-URISA Track:  Spatial SQL - The Best Kept Secret in the Geospatial World2017 RM-URISA Track:  Spatial SQL - The Best Kept Secret in the Geospatial World
2017 RM-URISA Track: Spatial SQL - The Best Kept Secret in the Geospatial WorldGIS in the Rockies
 
Opensource gis development - part 2
Opensource gis development - part 2Opensource gis development - part 2
Opensource gis development - part 2Andrea Antonello
 
Spark RDD-DF-SQL-DS-Spark Hadoop User Group Munich Meetup 2016
Spark RDD-DF-SQL-DS-Spark Hadoop User Group Munich Meetup 2016Spark RDD-DF-SQL-DS-Spark Hadoop User Group Munich Meetup 2016
Spark RDD-DF-SQL-DS-Spark Hadoop User Group Munich Meetup 2016Comsysto Reply GmbH
 
Sql Saturday Spatial Data Ss2008 Michael Stark Copy
Sql Saturday Spatial Data Ss2008 Michael Stark   CopySql Saturday Spatial Data Ss2008 Michael Stark   Copy
Sql Saturday Spatial Data Ss2008 Michael Stark Copymws580
 
Bsc cs ii dfs u-1 introduction to data structure
Bsc cs ii dfs u-1 introduction to data structureBsc cs ii dfs u-1 introduction to data structure
Bsc cs ii dfs u-1 introduction to data structureRai University
 
FOSS4G 2010 PostGIS Raster: an Open Source alternative to Oracle GeoRaster
FOSS4G 2010 PostGIS Raster: an Open Source alternative to Oracle GeoRasterFOSS4G 2010 PostGIS Raster: an Open Source alternative to Oracle GeoRaster
FOSS4G 2010 PostGIS Raster: an Open Source alternative to Oracle GeoRasterJorge Arevalo
 
Gis and Ruby 101 at Ruby Conf Kenya 2017 by Kamal Ogudah
Gis and Ruby 101 at Ruby Conf Kenya 2017 by Kamal OgudahGis and Ruby 101 at Ruby Conf Kenya 2017 by Kamal Ogudah
Gis and Ruby 101 at Ruby Conf Kenya 2017 by Kamal OgudahMichael Kimathi
 
Bca ii dfs u-1 introduction to data structure
Bca ii dfs u-1 introduction to data structureBca ii dfs u-1 introduction to data structure
Bca ii dfs u-1 introduction to data structureRai University
 
Powerful Spatial Features You Never Knew Existed in Oracle Spatial and Graph ...
Powerful Spatial Features You Never Knew Existed in Oracle Spatial and Graph ...Powerful Spatial Features You Never Knew Existed in Oracle Spatial and Graph ...
Powerful Spatial Features You Never Knew Existed in Oracle Spatial and Graph ...Jean Ihm
 
Tulsa techfest Spark Core Aug 5th 2016
Tulsa techfest Spark Core Aug 5th 2016Tulsa techfest Spark Core Aug 5th 2016
Tulsa techfest Spark Core Aug 5th 2016Mark Smith
 
2005 fall cs523_lecture_4
2005 fall cs523_lecture_42005 fall cs523_lecture_4
2005 fall cs523_lecture_4abhineetverma
 
Mca ii dfs u-1 introduction to data structure
Mca ii dfs u-1 introduction to data structureMca ii dfs u-1 introduction to data structure
Mca ii dfs u-1 introduction to data structureRai University
 
Lecture 1 IntroductionToDataStructures_coursematerial_Draft0.01.ppt
Lecture 1 IntroductionToDataStructures_coursematerial_Draft0.01.pptLecture 1 IntroductionToDataStructures_coursematerial_Draft0.01.ppt
Lecture 1 IntroductionToDataStructures_coursematerial_Draft0.01.pptiamsallauddin
 
Postgres Vision 2018: PostGIS and Spatial Extensions
Postgres Vision 2018: PostGIS and Spatial ExtensionsPostgres Vision 2018: PostGIS and Spatial Extensions
Postgres Vision 2018: PostGIS and Spatial ExtensionsEDB
 
casestudy_important.pptx
casestudy_important.pptxcasestudy_important.pptx
casestudy_important.pptxssuser31398b
 

Ähnlich wie Oracle Spatial (20)

10. R getting spatial
10.  R getting spatial10.  R getting spatial
10. R getting spatial
 
R getting spatial
R getting spatialR getting spatial
R getting spatial
 
2017 RM-URISA Track: Spatial SQL - The Best Kept Secret in the Geospatial World
2017 RM-URISA Track:  Spatial SQL - The Best Kept Secret in the Geospatial World2017 RM-URISA Track:  Spatial SQL - The Best Kept Secret in the Geospatial World
2017 RM-URISA Track: Spatial SQL - The Best Kept Secret in the Geospatial World
 
SQL Windowing
SQL WindowingSQL Windowing
SQL Windowing
 
Gis Xke
Gis XkeGis Xke
Gis Xke
 
Opensource gis development - part 2
Opensource gis development - part 2Opensource gis development - part 2
Opensource gis development - part 2
 
Spark RDD-DF-SQL-DS-Spark Hadoop User Group Munich Meetup 2016
Spark RDD-DF-SQL-DS-Spark Hadoop User Group Munich Meetup 2016Spark RDD-DF-SQL-DS-Spark Hadoop User Group Munich Meetup 2016
Spark RDD-DF-SQL-DS-Spark Hadoop User Group Munich Meetup 2016
 
Sql Saturday Spatial Data Ss2008 Michael Stark Copy
Sql Saturday Spatial Data Ss2008 Michael Stark   CopySql Saturday Spatial Data Ss2008 Michael Stark   Copy
Sql Saturday Spatial Data Ss2008 Michael Stark Copy
 
Bsc cs ii dfs u-1 introduction to data structure
Bsc cs ii dfs u-1 introduction to data structureBsc cs ii dfs u-1 introduction to data structure
Bsc cs ii dfs u-1 introduction to data structure
 
FOSS4G 2010 PostGIS Raster: an Open Source alternative to Oracle GeoRaster
FOSS4G 2010 PostGIS Raster: an Open Source alternative to Oracle GeoRasterFOSS4G 2010 PostGIS Raster: an Open Source alternative to Oracle GeoRaster
FOSS4G 2010 PostGIS Raster: an Open Source alternative to Oracle GeoRaster
 
Gis and Ruby 101 at Ruby Conf Kenya 2017 by Kamal Ogudah
Gis and Ruby 101 at Ruby Conf Kenya 2017 by Kamal OgudahGis and Ruby 101 at Ruby Conf Kenya 2017 by Kamal Ogudah
Gis and Ruby 101 at Ruby Conf Kenya 2017 by Kamal Ogudah
 
Bca ii dfs u-1 introduction to data structure
Bca ii dfs u-1 introduction to data structureBca ii dfs u-1 introduction to data structure
Bca ii dfs u-1 introduction to data structure
 
Powerful Spatial Features You Never Knew Existed in Oracle Spatial and Graph ...
Powerful Spatial Features You Never Knew Existed in Oracle Spatial and Graph ...Powerful Spatial Features You Never Knew Existed in Oracle Spatial and Graph ...
Powerful Spatial Features You Never Knew Existed in Oracle Spatial and Graph ...
 
Spatial
SpatialSpatial
Spatial
 
Tulsa techfest Spark Core Aug 5th 2016
Tulsa techfest Spark Core Aug 5th 2016Tulsa techfest Spark Core Aug 5th 2016
Tulsa techfest Spark Core Aug 5th 2016
 
2005 fall cs523_lecture_4
2005 fall cs523_lecture_42005 fall cs523_lecture_4
2005 fall cs523_lecture_4
 
Mca ii dfs u-1 introduction to data structure
Mca ii dfs u-1 introduction to data structureMca ii dfs u-1 introduction to data structure
Mca ii dfs u-1 introduction to data structure
 
Lecture 1 IntroductionToDataStructures_coursematerial_Draft0.01.ppt
Lecture 1 IntroductionToDataStructures_coursematerial_Draft0.01.pptLecture 1 IntroductionToDataStructures_coursematerial_Draft0.01.ppt
Lecture 1 IntroductionToDataStructures_coursematerial_Draft0.01.ppt
 
Postgres Vision 2018: PostGIS and Spatial Extensions
Postgres Vision 2018: PostGIS and Spatial ExtensionsPostgres Vision 2018: PostGIS and Spatial Extensions
Postgres Vision 2018: PostGIS and Spatial Extensions
 
casestudy_important.pptx
casestudy_important.pptxcasestudy_important.pptx
casestudy_important.pptx
 

Kürzlich hochgeladen

INU_CAPSTONEDESIGN_비밀번호486_업로드용 발표자료.pdf
INU_CAPSTONEDESIGN_비밀번호486_업로드용 발표자료.pdfINU_CAPSTONEDESIGN_비밀번호486_업로드용 발표자료.pdf
INU_CAPSTONEDESIGN_비밀번호486_업로드용 발표자료.pdfbu07226
 
Removal Strategy _ FEFO _ Working with Perishable Products in Odoo 17
Removal Strategy _ FEFO _ Working with Perishable Products in Odoo 17Removal Strategy _ FEFO _ Working with Perishable Products in Odoo 17
Removal Strategy _ FEFO _ Working with Perishable Products in Odoo 17Celine George
 
slides CapTechTalks Webinar May 2024 Alexander Perry.pptx
slides CapTechTalks Webinar May 2024 Alexander Perry.pptxslides CapTechTalks Webinar May 2024 Alexander Perry.pptx
slides CapTechTalks Webinar May 2024 Alexander Perry.pptxCapitolTechU
 
Behavioral-sciences-dr-mowadat rana (1).pdf
Behavioral-sciences-dr-mowadat rana (1).pdfBehavioral-sciences-dr-mowadat rana (1).pdf
Behavioral-sciences-dr-mowadat rana (1).pdfaedhbteg
 
Exploring Gemini AI and Integration with MuleSoft | MuleSoft Mysore Meetup #45
Exploring Gemini AI and Integration with MuleSoft | MuleSoft Mysore Meetup #45Exploring Gemini AI and Integration with MuleSoft | MuleSoft Mysore Meetup #45
Exploring Gemini AI and Integration with MuleSoft | MuleSoft Mysore Meetup #45MysoreMuleSoftMeetup
 
How to the fix Attribute Error in odoo 17
How to the fix Attribute Error in odoo 17How to the fix Attribute Error in odoo 17
How to the fix Attribute Error in odoo 17Celine George
 
會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽
會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽
會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽中 央社
 
UNIT – IV_PCI Complaints: Complaints and evaluation of complaints, Handling o...
UNIT – IV_PCI Complaints: Complaints and evaluation of complaints, Handling o...UNIT – IV_PCI Complaints: Complaints and evaluation of complaints, Handling o...
UNIT – IV_PCI Complaints: Complaints and evaluation of complaints, Handling o...Sayali Powar
 
Morse OER Some Benefits and Challenges.pptx
Morse OER Some Benefits and Challenges.pptxMorse OER Some Benefits and Challenges.pptx
Morse OER Some Benefits and Challenges.pptxjmorse8
 
The basics of sentences session 4pptx.pptx
The basics of sentences session 4pptx.pptxThe basics of sentences session 4pptx.pptx
The basics of sentences session 4pptx.pptxheathfieldcps1
 
會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文
會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文
會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文中 央社
 
Neurulation and the formation of the neural tube
Neurulation and the formation of the neural tubeNeurulation and the formation of the neural tube
Neurulation and the formation of the neural tubeSaadHumayun7
 
IATP How-to Foreign Travel May 2024.pdff
IATP How-to Foreign Travel May 2024.pdffIATP How-to Foreign Travel May 2024.pdff
IATP How-to Foreign Travel May 2024.pdff17thcssbs2
 
Navigating the Misinformation Minefield: The Role of Higher Education in the ...
Navigating the Misinformation Minefield: The Role of Higher Education in the ...Navigating the Misinformation Minefield: The Role of Higher Education in the ...
Navigating the Misinformation Minefield: The Role of Higher Education in the ...Mark Carrigan
 
BỘ LUYỆN NGHE TIẾNG ANH 8 GLOBAL SUCCESS CẢ NĂM (GỒM 12 UNITS, MỖI UNIT GỒM 3...
BỘ LUYỆN NGHE TIẾNG ANH 8 GLOBAL SUCCESS CẢ NĂM (GỒM 12 UNITS, MỖI UNIT GỒM 3...BỘ LUYỆN NGHE TIẾNG ANH 8 GLOBAL SUCCESS CẢ NĂM (GỒM 12 UNITS, MỖI UNIT GỒM 3...
BỘ LUYỆN NGHE TIẾNG ANH 8 GLOBAL SUCCESS CẢ NĂM (GỒM 12 UNITS, MỖI UNIT GỒM 3...Nguyen Thanh Tu Collection
 
Open Educational Resources Primer PowerPoint
Open Educational Resources Primer PowerPointOpen Educational Resources Primer PowerPoint
Open Educational Resources Primer PowerPointELaRue0
 
....................Muslim-Law notes.pdf
....................Muslim-Law notes.pdf....................Muslim-Law notes.pdf
....................Muslim-Law notes.pdfVikramadityaRaj
 
Basic Civil Engg Notes_Chapter-6_Environment Pollution & Engineering
Basic Civil Engg Notes_Chapter-6_Environment Pollution & EngineeringBasic Civil Engg Notes_Chapter-6_Environment Pollution & Engineering
Basic Civil Engg Notes_Chapter-6_Environment Pollution & EngineeringDenish Jangid
 

Kürzlich hochgeladen (20)

INU_CAPSTONEDESIGN_비밀번호486_업로드용 발표자료.pdf
INU_CAPSTONEDESIGN_비밀번호486_업로드용 발표자료.pdfINU_CAPSTONEDESIGN_비밀번호486_업로드용 발표자료.pdf
INU_CAPSTONEDESIGN_비밀번호486_업로드용 발표자료.pdf
 
Removal Strategy _ FEFO _ Working with Perishable Products in Odoo 17
Removal Strategy _ FEFO _ Working with Perishable Products in Odoo 17Removal Strategy _ FEFO _ Working with Perishable Products in Odoo 17
Removal Strategy _ FEFO _ Working with Perishable Products in Odoo 17
 
slides CapTechTalks Webinar May 2024 Alexander Perry.pptx
slides CapTechTalks Webinar May 2024 Alexander Perry.pptxslides CapTechTalks Webinar May 2024 Alexander Perry.pptx
slides CapTechTalks Webinar May 2024 Alexander Perry.pptx
 
Behavioral-sciences-dr-mowadat rana (1).pdf
Behavioral-sciences-dr-mowadat rana (1).pdfBehavioral-sciences-dr-mowadat rana (1).pdf
Behavioral-sciences-dr-mowadat rana (1).pdf
 
Exploring Gemini AI and Integration with MuleSoft | MuleSoft Mysore Meetup #45
Exploring Gemini AI and Integration with MuleSoft | MuleSoft Mysore Meetup #45Exploring Gemini AI and Integration with MuleSoft | MuleSoft Mysore Meetup #45
Exploring Gemini AI and Integration with MuleSoft | MuleSoft Mysore Meetup #45
 
How to the fix Attribute Error in odoo 17
How to the fix Attribute Error in odoo 17How to the fix Attribute Error in odoo 17
How to the fix Attribute Error in odoo 17
 
會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽
會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽
會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽會考英聽
 
UNIT – IV_PCI Complaints: Complaints and evaluation of complaints, Handling o...
UNIT – IV_PCI Complaints: Complaints and evaluation of complaints, Handling o...UNIT – IV_PCI Complaints: Complaints and evaluation of complaints, Handling o...
UNIT – IV_PCI Complaints: Complaints and evaluation of complaints, Handling o...
 
Morse OER Some Benefits and Challenges.pptx
Morse OER Some Benefits and Challenges.pptxMorse OER Some Benefits and Challenges.pptx
Morse OER Some Benefits and Challenges.pptx
 
The basics of sentences session 4pptx.pptx
The basics of sentences session 4pptx.pptxThe basics of sentences session 4pptx.pptx
The basics of sentences session 4pptx.pptx
 
會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文
會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文
會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文
 
Word Stress rules esl .pptx
Word Stress rules esl               .pptxWord Stress rules esl               .pptx
Word Stress rules esl .pptx
 
Neurulation and the formation of the neural tube
Neurulation and the formation of the neural tubeNeurulation and the formation of the neural tube
Neurulation and the formation of the neural tube
 
IATP How-to Foreign Travel May 2024.pdff
IATP How-to Foreign Travel May 2024.pdffIATP How-to Foreign Travel May 2024.pdff
IATP How-to Foreign Travel May 2024.pdff
 
Operations Management - Book1.p - Dr. Abdulfatah A. Salem
Operations Management - Book1.p  - Dr. Abdulfatah A. SalemOperations Management - Book1.p  - Dr. Abdulfatah A. Salem
Operations Management - Book1.p - Dr. Abdulfatah A. Salem
 
Navigating the Misinformation Minefield: The Role of Higher Education in the ...
Navigating the Misinformation Minefield: The Role of Higher Education in the ...Navigating the Misinformation Minefield: The Role of Higher Education in the ...
Navigating the Misinformation Minefield: The Role of Higher Education in the ...
 
BỘ LUYỆN NGHE TIẾNG ANH 8 GLOBAL SUCCESS CẢ NĂM (GỒM 12 UNITS, MỖI UNIT GỒM 3...
BỘ LUYỆN NGHE TIẾNG ANH 8 GLOBAL SUCCESS CẢ NĂM (GỒM 12 UNITS, MỖI UNIT GỒM 3...BỘ LUYỆN NGHE TIẾNG ANH 8 GLOBAL SUCCESS CẢ NĂM (GỒM 12 UNITS, MỖI UNIT GỒM 3...
BỘ LUYỆN NGHE TIẾNG ANH 8 GLOBAL SUCCESS CẢ NĂM (GỒM 12 UNITS, MỖI UNIT GỒM 3...
 
Open Educational Resources Primer PowerPoint
Open Educational Resources Primer PowerPointOpen Educational Resources Primer PowerPoint
Open Educational Resources Primer PowerPoint
 
....................Muslim-Law notes.pdf
....................Muslim-Law notes.pdf....................Muslim-Law notes.pdf
....................Muslim-Law notes.pdf
 
Basic Civil Engg Notes_Chapter-6_Environment Pollution & Engineering
Basic Civil Engg Notes_Chapter-6_Environment Pollution & EngineeringBasic Civil Engg Notes_Chapter-6_Environment Pollution & Engineering
Basic Civil Engg Notes_Chapter-6_Environment Pollution & Engineering
 

Oracle Spatial