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1
Introduction of SuperMap GIS 10i
BitCC Technology
SuperMap Software Co., Ltd
Jayson Yuan
yuanzixiang@supermap.com
2
Company Profile
3
SuperMap Foundation
■China Academy of Science
■June 18, 1997
■Founder: Dr. Ershun Zhong
4
Listed in Stock Exchange Market in 2009
A Public Listed GIS
Company
5
SuperMap Certification
6
(Millions USD)
72.9
Annual Revenue(2015 – 2018)
122
194
221
201720162015 2018
R&D Investment
18%
7
More than 4000 employees
8
International Team Expanding
9
700+ Partners

—Partner Ecosystem
10
Key Technologies of SuperMap GIS 10i (BitCC)
Cloud Native GIS
Cross Platform GIS
NewThreeDimensionGIS
BigDataGIS
AIGIS
11
Cross Platform GIS
1
12
SuperMap Cross Platform GIS( From 2006)
SuperMap GIS 10i
EulerOS
x86
Open
Power
ARM MIPS SW-64
K-UX
13
Safe and Controllable
The Lastest Technology
Cost-effective
14
Cloud Native GIS
2
15
Development of SuperMap Cloud GIS Technology
SuperMap iServer
SuperMap iClient
SuperMap Online
SuperMap iCloudManager
SuperMap iManager
Cloud Native GIS
2017
2015
2014
2013
2010
SuperMap iExpress
SuperMap iPortal
7C
8C
9D
6R
2018
Cloud Ready GISCloud Enabled GIS
Virtualization Technology
Docker
Elastic expansion
load balancing
Cluster
Intelligent OM
…
…
2019
10X
Four core products
Current Products
Renamed Products
Cloud-terminal Integration GIS Gloud-edge-terminal Integration GIS
Distributed Storage
and Computing
Micro service
Dynamic layout
Intelligent OM in
Cloudy Environment
…
SuperMap iEdge
16
Cloud GIS Products: Four Carriages
GIS Portal
SuperMap iPortal
GIS Application Server
SuperMap iServer
GIS Edge Server
SuperMap iEdge
GIS Cloud Manager
SuperMap iManager
17
Coordination of Four Carriages
iManager
iServer iServer iServer
iPortal
iEdge
iEdge iEdge
iEdge
Accelerate
Portal
Service
Management
18
How the cloud products work in application project
GIS Application Server
SuperMap iServer
A
P
P
1
Customer
Services System
Natural
Disasters
Geographical
Database
Risk
Geographic
Database
Business
Thematic
Database
Basic
Geographic
Database
Population
Economic
Geographic
Database
Decision
Analysis System
A
P
P
2
A
P
P
3
A
P
P
4
A
P
P

5
A
P
P
6
…
Province
Node 1
Province
Node 3
Province
Node 2
Other
Node
iExpress
Command and
Dispatch System
/
Service
Aggregation
……
Enterprise Geographic Information
Public Service Platform
SuperMap iPortal
iClient
iDesktop
iObjects
iMobile
19
More Elastic Cloud
Cloud NativeMicroservice
Docker
Automated Arrangement
20
GIS Microservice
……Single GIS server
From complexity to simplification
Running-unit becomes smaller
Faster deployment
21
Map Data 3D Analysis
Gateway
Raster
User
Configu
-rate
Manage
https://hub.docker.com/u/supermap
Package Microservices
Deploy to Container
Container
22
GIS Center-

Dynamic Arrangement and Elastic Scaling
Monitor
Log
Wechat
Management
Account
Auto
Scaling
SuperMap GIS 10i
Container
GIS Arrangement
Management
Scheduling
iManager
Split
Refined
23
New iManager for K8s
10.0.0
24
SuperMap iManager:

One-click Deployment-Cloud Native GIS Environment
Multi-host Based Cluster
SuperMap GIS Big Data Environment One-click Creation
iObjects iDesktop
25
New 3D GIS
3
26
New Generation of 3D GIS
• New
generation
of 3D GIS
• Integratio
n of 2D &
3D
• Support
multi-
source
data • Support
multi-
terminals
27
Transition Solution: 2D & 3D Linkages
• 2D GIS
Platform
• 3D
Visualization
Software
• 2D & 3D
Linkages
• Poor data integration
• Difficulties in functional
integration
• Lack of advanced analytical
capability
A matter
of
expediency
28
Key Points of 2D & 3D Integration (1-3-1)
2D & 3D integration of data structure
2D & 3D integration of software products
2D & 3D
integrated
spatial data
management
29
3D model data storage management
3D model data
support spatial
databaseAdvantages of 3D Spatial Database :
1) Customize business attributes
2) SQL and Spatial Query
3) Sharing and Security
30
Key Points of 2D & 3D Integration (1-3-1)
2D & 3D integration of data structure
2D & 3D integration of software products
2D & 3D
integrated
spatial data
management
Scene
Construction
of 2D &
3D
Integration
31
Symbolized 3D Scene-Model Symbols
32
Symbolized 3D Scene-Pipeline Symbol
33
Representation of 2D data with 3D scene
34
Key Points of 2D & 3D Integration (1-3-1)
2D & 3D integration of data structure
2D & 3D integration of software products
2D & 3D
integrated
spatial data
management
Scene
Construction
of 2D &
3D
Integration
Spatial
Analysis
of 2D &
3D
Integration
35
Spatial Analysis of 2D & 3D Integration
Area
measurement
Height
measurement
Distance
measurement
3D
measure
ment
Buffer
analysis
Spatial
query
Network
analysis
Show 2D
Analysis
in 3D
Building 3D
Network
Compute flow
direction
Bursting
Analysis
3D
Network
Analysis
Viewshed Analysis

Profile Analysis
Skyline Analysis
Shadow Analysis
Terrain Analysis
GPU
Analysis
36
New Generation of 3D GIS
• New
generation
of 3D GIS
• Integratio
n of 2D &
3D
• Support
multi-
source
data • Support
multi-
terminals
37
Oblique Photography
• Plane/UAV takes
overlapped images from
multiple angles
• Image Processing
• Automatic generate 3D
model by software
38
Advantages of Automated Modeling for Oblique Photography
• High
Efficiency
• High
• Accuracy
• High
Realism
• Low
• Cost
39
Three Challenges Faced by Automated Modeling Achievements of Oblique Photography
• Mass
Data
• Object
Extractio
n
• Effect
Repair
40
SuperMap GIS Faces Three Challenges
• Load OSGB
Directly
• Overlay with
vector
polygon to
extract object
• Symbolic
Modeling
41
Object Query in Oblique Photography
3D Model
Query a buildingVector Polygon
42
Query Attribute Query Unit
Thematic Map Spatial Query
Expression of Object Extraction in Oblique Photography
43
BIM-Building Information Modeling
44
BIM Needs GIS
Design
+
construction
+
O & M
BIM Model
GIS Environment
45
3D GIS Needs BIM
• Important Data
Source
• From macro to micro
• Fine management
• From Outdoor to
Indoor
• Integration of indoor
and outdoor
46
BIM+GIS Intelligent City Management Application
Road and Bridge Construction City Design
Project Management Building O&M
47
Key Points of Integration of 3D GIS and BIM
• Data Import
• Guaranteed
performance
• Retain Ability
48
BIM Upgrade to CIM, Requires GIS Empowerment
CIM
Establish a unified coordinate
system to align various city
information
Provides spatial computing,
spatial relationships, spatial
analysis, etc. based on 3D
volume objects
Provide a basic base map of
2D and 3D integration
Provide BIM data
management capabilities for
large-scale buildings
M a n a g e l i n k n e t w o r k s
between BIMs, such as roads,
pipe corridors, pipelines, etc.
Multi-source data fusion,
Internet of Things
And more key technologies
BIM + GIS + IoT +…
49
New Generation of 3D GIS
• New
generation
of 3D GIS
• Integratio
n of 2D &
3D
• Support
multi-
source
data • Support
multi-
terminals
50
Change of Terminals
PC Web Mobile
51
SuperMap iClient3D for WebGL
Lightweight and
Convenient
No Plugins
Required
Easy to Expand
Full-Featured 3D WebGL
Easy to Develop
JavaScript
52
Full-function for 3D Web App——SuperMap iEarth
53
3D WebGL - Full Data Support
Oblique Imagery
Terrain Data
BIM Data Point Cloud 3D Field Data
Manually Modeling
3D Data
Symbolic 3D
Scene
Underground
Pipeline 3D Data
54
3D WebGL - Full-Featured Support
Space Analysis
Online Configuration Scenario
Regional Clip Calculation
Visualization Edit Drawing
55
Mobile 3D GIS
56
SuperMap 3D for VR
57 AR+GIS
58
True 3D
Help Digital Twin City
59
Big Data GIS
4
60
Big Data GIS Technology System
Support Technology for Big Data GIS
Spatial
Big Data
For
Spatial
Big Data
Distributed
Reconstruction
of Classic
Spatial Data
For
Classic
Spatial
Data
Big Data GIS Basic Software
Industry Application
(From 2017)
61
Distributed Spatial Data Engine
100Million+100Million+100Million+Million+ Billion+
DSF
(HDFS)
• Vector/raster ,image data
• Full Quantity Computation
• Powerful distributed analysis
capabilities
• Query-millisecond response
100Million+
• Vector/image data
• Dynamic change
• SQL support
• Grid tiles
• Vector tiles
• 3D tiles
• Streaming data
• location data
• Unstructured
• CSV/geojson
• Vector/image data
• Static data
• Vector/image data
• Multimode spatial query
• Millisecond response
• Super large scale data
62
63
• Cluster Analysis
• Regression Analysis
• Random Forest Analysis
• …
• Overlay Analysis
• Buffer Analysis
• Region Statistics
• ...
Classic GIS Distributed
Reconstruction
Spatial Big Data
• Road matching
• Geofence
• …
Distributed Spatial
Machine Learning
Streaming Data
• Hot Spots Analysis
• OD Analysis
• Trajectory Reconstruction
• Multivariate Grid Creation
• ...
15 Types(60+)
10.0.0
Big Data Analysis Operator
64
Overlay Analysis Performance
Tranditional Computing Distributed Computing
32CPU cores、64GB Memory 4 nodes:4CPU Cores、16GB Memory
22.6 million revords(68.3GB)
Overlay Analysis3502 k㎡
241,373 records
42.5 min 2.1 min
20
tims
enhance
65
Spatial
SuperMap iServer Streaming Service
Input
Output
MapFilter
Attribute
SuperMap iServer DataStore
Mobile
Desktop
Web
SuperMap iServer Streaming Data Service
66
Streaming Data - Distributed Analysis Operator-
Geographic Fence
67 National Landuse NO Tiling Dynamic Rendering Based on HBase
超图研究院
SuperMap Research Institute Product Consulting
68
Static Visualization of Geographic Data
超图研究院
SuperMap Research Institute Product Consulting
69
Dynamic Visualization of Geographic Data
70
Data Stream Visualization,Real-time Display
Capable of receiving and visualizing 100,000
real-time objects per second
71
Dynamic expression of density analysis (heat map)
72
Dynamic Trajectory of Taxis in Chongqing
73
3D Expression of Grid Aggregation (Chongqing Early Peak Taxi Departure Point)
74
Big Data GIS -
A New Engine for Smart City
75
AI GIS
5
76
Spark MLlib TensorFlow Keras PyTorch …Framework
Function
File Relational data NoSQL dataData
Library Samples Models
GeoAI AI for GIS GIS for AI
Model
Building
Model
Application
Data
Preparation
Flow Tools
Geospatial Deep Learning
Geospatial Machine Learning
Geospatial
Analysis

for AI
Geospatial
Visualization
for AI
AI Interaction
AI
Cartography
AI Attribute
Collection
AI Survey &
Mapping
AI GIS Technology System (From 2019)
Basic Support
GeoAI
AI
for
GIS
GIS
For
AI
77
GeoAI
1
AI for GIS
2
GIS for AI
3
AI GIS
Intergrate AI
spatial analysis and processing
AI helps GIS software to
improve its functions
The AI analysis results are placed in
GIS for results management, spatial
visualization and analysis.
78
Environmental Factor Identification-

Affect Spatial Pattern of Disease
79
Estimation of Housing Prices Impacted by Infrastructure
Regression
Generalized Linear
Regression
Forest- Based
Regression
Geographically
Weighted Regression
Explanatory Variables:
• Transportation
• Education
• Medical Service
80
Object Detection: Palm Trees
81
Multiple
Iteration
GeoAI Flow
Samples Models
Prepare Data
Data Collection/
Storage
Data Cleaning/
Conversion
Build Model
Data Training/
Evaluateing
Model Transfer/
Updating
Use Model
Model Packing/
Deploying
Model Inference/
Prediction
Machine Learning
Service
Data Science Service
82
Sample
Generation
Model
Training Object
Detection
Desktop Process Tools
83
Data Science Service
Third-party
Data Science Library SuperMap Spatial
Data Science Library
Third-party Library
Management
Notebook Editor
Visualization
DB/Datastore/File..
Data Science Service
10.0.0
84
Model Training
SuperMap iDesktopX
Data Science
Service
Sample Data
Multiple
Iteration
Successful
Release
SuperMap iServer
Model Application
Reasoning/Predicting
SuperMap iServer Machine Learning Service 10.0.0
User Data
85
SuperMap iServer Machine Learning Service
10.0.0
Machine learning service
● Binary Classification
● Land Classification
● Object Detection
● Scene Classification
● Spatial Density Clustering
86
GeoAI
1
AI for GIS
2
GIS for AI
3
AI GIS
Intergrate AI
spatial analysis and processing
AI helps GIS software to
improve its functions
The AI analysis results are placed in
GIS for results management, spatial
visualization and analysis.
87
Attribute Data Collection Based on AI
10.0.0
88
Inertial Navigation Based
on Visual Intergration
-AR+ AI Measuring
10.0.0
89
GeoAI
1
AI for GIS
2
GIS for AI
3
AI GIS
Intergrate AI
spatial analysis and processing
AI helps GIS software to
improve its functions
The AI analysis results are placed in
GIS for results management, spatial
visualization and analysis.
90
Spatial Visualization for AI
91
Spatial Analysis for AI
92
AI GIS AI for GIS
GIS for AI
Spatial Analysis and Processing
( GeoAI )
AI Interaction
Spatial Visualization for AI
Spatial Deep Learning
Spatial Machine Learning
AI Map Match
AI Measurement
Spatial Analysis for AI
AI Attribute Collection
93
AI GIS
Empower Geo-Intelligence
94
SuperMap GIS 10i BitCC Technology System

Cloud Native GIS
Cross Platform GIS
NewThreeDimensionGIS
BigDataGIS
AIGIS
95
Edge GIS Server
• SuperMap iEdge
• SuperMap iServer
• SuperMap iPortal
• SuperMap iManager
Web
• SuperMap iClient JavaScript
• SuperMap iClient Python
• SuperMap iClient3D for WebGL
Mobile
• SuperMap iMobile
• SuperMap iTablet
• SuperMap iMobile Lite
PC
• SuperMap iObjects Java
• SuperMap iObjects .NET
• SuperMap iObjects C++
• SuperMap iObjects Python
• SuperMap iObjects for Spark
• SuperMap iDesktopX
• SuperMap iDesktop
* 3D
Linux
*
*
*
*
*
*
*
*
*
*
*
*
*
SuperMap GIS 10i Product System
Cloud GIS Server
Cloud
Edge
Terminal
96
Thank You!
Email: yuanzixiang@supermap.com
Asia & Oceania center

More Related Content

Introduction of super map gis 10i bitcc technology jayson

  • 1. 1 Introduction of SuperMap GIS 10i BitCC Technology SuperMap Software Co., Ltd Jayson Yuan yuanzixiang@supermap.com
  • 3. 3 SuperMap Foundation ■China Academy of Science ■June 18, 1997 ■Founder: Dr. Ershun Zhong
  • 4. 4 Listed in Stock Exchange Market in 2009 A Public Listed GIS Company
  • 6. 6 (Millions USD) 72.9 Annual Revenue(2015 – 2018) 122 194 221 201720162015 2018 R&D Investment 18%
  • 7. 7 More than 4000 employees
  • 10. 10 Key Technologies of SuperMap GIS 10i (BitCC) Cloud Native GIS Cross Platform GIS NewThreeDimensionGIS BigDataGIS AIGIS
  • 12. 12 SuperMap Cross Platform GIS( From 2006) SuperMap GIS 10i EulerOS x86 Open Power ARM MIPS SW-64 K-UX
  • 13. 13 Safe and Controllable The Lastest Technology Cost-effective
  • 15. 15 Development of SuperMap Cloud GIS Technology SuperMap iServer SuperMap iClient SuperMap Online SuperMap iCloudManager SuperMap iManager Cloud Native GIS 2017 2015 2014 2013 2010 SuperMap iExpress SuperMap iPortal 7C 8C 9D 6R 2018 Cloud Ready GISCloud Enabled GIS Virtualization Technology Docker Elastic expansion load balancing Cluster Intelligent OM … … 2019 10X Four core products Current Products Renamed Products Cloud-terminal Integration GIS Gloud-edge-terminal Integration GIS Distributed Storage and Computing Micro service Dynamic layout Intelligent OM in Cloudy Environment … SuperMap iEdge
  • 16. 16 Cloud GIS Products: Four Carriages GIS Portal SuperMap iPortal GIS Application Server SuperMap iServer GIS Edge Server SuperMap iEdge GIS Cloud Manager SuperMap iManager
  • 17. 17 Coordination of Four Carriages iManager iServer iServer iServer iPortal iEdge iEdge iEdge iEdge Accelerate Portal Service Management
  • 18. 18 How the cloud products work in application project GIS Application Server SuperMap iServer A P P 1 Customer Services System Natural Disasters Geographical Database Risk Geographic Database Business Thematic Database Basic Geographic Database Population Economic Geographic Database Decision Analysis System A P P 2 A P P 3 A P P 4 A P P
 5 A P P 6 … Province Node 1 Province Node 3 Province Node 2 Other Node iExpress Command and Dispatch System / Service Aggregation …… Enterprise Geographic Information Public Service Platform SuperMap iPortal iClient iDesktop iObjects iMobile
  • 19. 19 More Elastic Cloud Cloud NativeMicroservice Docker Automated Arrangement
  • 20. 20 GIS Microservice ……Single GIS server From complexity to simplification Running-unit becomes smaller Faster deployment
  • 21. 21 Map Data 3D Analysis Gateway Raster User Configu -rate Manage https://hub.docker.com/u/supermap Package Microservices Deploy to Container Container
  • 22. 22 GIS Center-
 Dynamic Arrangement and Elastic Scaling Monitor Log Wechat Management Account Auto Scaling SuperMap GIS 10i Container GIS Arrangement Management Scheduling iManager Split Refined
  • 23. 23 New iManager for K8s 10.0.0
  • 24. 24 SuperMap iManager:
 One-click Deployment-Cloud Native GIS Environment Multi-host Based Cluster SuperMap GIS Big Data Environment One-click Creation iObjects iDesktop
  • 26. 26 New Generation of 3D GIS • New generation of 3D GIS • Integratio n of 2D & 3D • Support multi- source data • Support multi- terminals
  • 27. 27 Transition Solution: 2D & 3D Linkages • 2D GIS Platform • 3D Visualization Software • 2D & 3D Linkages • Poor data integration • Difficulties in functional integration • Lack of advanced analytical capability A matter of expediency
  • 28. 28 Key Points of 2D & 3D Integration (1-3-1) 2D & 3D integration of data structure 2D & 3D integration of software products 2D & 3D integrated spatial data management
  • 29. 29 3D model data storage management 3D model data support spatial databaseAdvantages of 3D Spatial Database : 1) Customize business attributes 2) SQL and Spatial Query 3) Sharing and Security
  • 30. 30 Key Points of 2D & 3D Integration (1-3-1) 2D & 3D integration of data structure 2D & 3D integration of software products 2D & 3D integrated spatial data management Scene Construction of 2D & 3D Integration
  • 33. 33 Representation of 2D data with 3D scene
  • 34. 34 Key Points of 2D & 3D Integration (1-3-1) 2D & 3D integration of data structure 2D & 3D integration of software products 2D & 3D integrated spatial data management Scene Construction of 2D & 3D Integration Spatial Analysis of 2D & 3D Integration
  • 35. 35 Spatial Analysis of 2D & 3D Integration Area measurement Height measurement Distance measurement 3D measure ment Buffer analysis Spatial query Network analysis Show 2D Analysis in 3D Building 3D Network Compute flow direction Bursting Analysis 3D Network Analysis Viewshed Analysis
 Profile Analysis Skyline Analysis Shadow Analysis Terrain Analysis GPU Analysis
  • 36. 36 New Generation of 3D GIS • New generation of 3D GIS • Integratio n of 2D & 3D • Support multi- source data • Support multi- terminals
  • 37. 37 Oblique Photography • Plane/UAV takes overlapped images from multiple angles • Image Processing • Automatic generate 3D model by software
  • 38. 38 Advantages of Automated Modeling for Oblique Photography • High Efficiency • High • Accuracy • High Realism • Low • Cost
  • 39. 39 Three Challenges Faced by Automated Modeling Achievements of Oblique Photography • Mass Data • Object Extractio n • Effect Repair
  • 40. 40 SuperMap GIS Faces Three Challenges • Load OSGB Directly • Overlay with vector polygon to extract object • Symbolic Modeling
  • 41. 41 Object Query in Oblique Photography 3D Model Query a buildingVector Polygon
  • 42. 42 Query Attribute Query Unit Thematic Map Spatial Query Expression of Object Extraction in Oblique Photography
  • 44. 44 BIM Needs GIS Design + construction + O & M BIM Model GIS Environment
  • 45. 45 3D GIS Needs BIM • Important Data Source • From macro to micro • Fine management • From Outdoor to Indoor • Integration of indoor and outdoor
  • 46. 46 BIM+GIS Intelligent City Management Application Road and Bridge Construction City Design Project Management Building O&M
  • 47. 47 Key Points of Integration of 3D GIS and BIM • Data Import • Guaranteed performance • Retain Ability
  • 48. 48 BIM Upgrade to CIM, Requires GIS Empowerment CIM Establish a unified coordinate system to align various city information Provides spatial computing, spatial relationships, spatial analysis, etc. based on 3D volume objects Provide a basic base map of 2D and 3D integration Provide BIM data management capabilities for large-scale buildings M a n a g e l i n k n e t w o r k s between BIMs, such as roads, pipe corridors, pipelines, etc. Multi-source data fusion, Internet of Things And more key technologies BIM + GIS + IoT +…
  • 49. 49 New Generation of 3D GIS • New generation of 3D GIS • Integratio n of 2D & 3D • Support multi- source data • Support multi- terminals
  • 51. 51 SuperMap iClient3D for WebGL Lightweight and Convenient No Plugins Required Easy to Expand Full-Featured 3D WebGL Easy to Develop JavaScript
  • 52. 52 Full-function for 3D Web App——SuperMap iEarth
  • 53. 53 3D WebGL - Full Data Support Oblique Imagery Terrain Data BIM Data Point Cloud 3D Field Data Manually Modeling 3D Data Symbolic 3D Scene Underground Pipeline 3D Data
  • 54. 54 3D WebGL - Full-Featured Support Space Analysis Online Configuration Scenario Regional Clip Calculation Visualization Edit Drawing
  • 60. 60 Big Data GIS Technology System Support Technology for Big Data GIS Spatial Big Data For Spatial Big Data Distributed Reconstruction of Classic Spatial Data For Classic Spatial Data Big Data GIS Basic Software Industry Application (From 2017)
  • 61. 61 Distributed Spatial Data Engine 100Million+100Million+100Million+Million+ Billion+ DSF (HDFS) • Vector/raster ,image data • Full Quantity Computation • Powerful distributed analysis capabilities • Query-millisecond response 100Million+ • Vector/image data • Dynamic change • SQL support • Grid tiles • Vector tiles • 3D tiles • Streaming data • location data • Unstructured • CSV/geojson • Vector/image data • Static data • Vector/image data • Multimode spatial query • Millisecond response • Super large scale data
  • 62. 62
  • 63. 63 • Cluster Analysis • Regression Analysis • Random Forest Analysis • … • Overlay Analysis • Buffer Analysis • Region Statistics • ... Classic GIS Distributed Reconstruction Spatial Big Data • Road matching • Geofence • … Distributed Spatial Machine Learning Streaming Data • Hot Spots Analysis • OD Analysis • Trajectory Reconstruction • Multivariate Grid Creation • ... 15 Types(60+) 10.0.0 Big Data Analysis Operator
  • 64. 64 Overlay Analysis Performance Tranditional Computing Distributed Computing 32CPU cores、64GB Memory 4 nodes:4CPU Cores、16GB Memory 22.6 million revords(68.3GB) Overlay Analysis3502 k㎡ 241,373 records 42.5 min 2.1 min 20 tims enhance
  • 65. 65 Spatial SuperMap iServer Streaming Service Input Output MapFilter Attribute SuperMap iServer DataStore Mobile Desktop Web SuperMap iServer Streaming Data Service
  • 66. 66 Streaming Data - Distributed Analysis Operator- Geographic Fence
  • 67. 67 National Landuse NO Tiling Dynamic Rendering Based on HBase
  • 68. 超图研究院 SuperMap Research Institute Product Consulting 68 Static Visualization of Geographic Data
  • 69. 超图研究院 SuperMap Research Institute Product Consulting 69 Dynamic Visualization of Geographic Data
  • 70. 70 Data Stream Visualization,Real-time Display Capable of receiving and visualizing 100,000 real-time objects per second
  • 71. 71 Dynamic expression of density analysis (heat map)
  • 72. 72 Dynamic Trajectory of Taxis in Chongqing
  • 73. 73 3D Expression of Grid Aggregation (Chongqing Early Peak Taxi Departure Point)
  • 74. 74 Big Data GIS - A New Engine for Smart City
  • 76. 76 Spark MLlib TensorFlow Keras PyTorch …Framework Function File Relational data NoSQL dataData Library Samples Models GeoAI AI for GIS GIS for AI Model Building Model Application Data Preparation Flow Tools Geospatial Deep Learning Geospatial Machine Learning Geospatial Analysis
 for AI Geospatial Visualization for AI AI Interaction AI Cartography AI Attribute Collection AI Survey & Mapping AI GIS Technology System (From 2019) Basic Support GeoAI AI for GIS GIS For AI
  • 77. 77 GeoAI 1 AI for GIS 2 GIS for AI 3 AI GIS Intergrate AI spatial analysis and processing AI helps GIS software to improve its functions The AI analysis results are placed in GIS for results management, spatial visualization and analysis.
  • 79. 79 Estimation of Housing Prices Impacted by Infrastructure Regression Generalized Linear Regression Forest- Based Regression Geographically Weighted Regression Explanatory Variables: • Transportation • Education • Medical Service
  • 81. 81 Multiple Iteration GeoAI Flow Samples Models Prepare Data Data Collection/ Storage Data Cleaning/ Conversion Build Model Data Training/ Evaluateing Model Transfer/ Updating Use Model Model Packing/ Deploying Model Inference/ Prediction Machine Learning Service Data Science Service
  • 83. 83 Data Science Service Third-party Data Science Library SuperMap Spatial Data Science Library Third-party Library Management Notebook Editor Visualization DB/Datastore/File.. Data Science Service 10.0.0
  • 84. 84 Model Training SuperMap iDesktopX Data Science Service Sample Data Multiple Iteration Successful Release SuperMap iServer Model Application Reasoning/Predicting SuperMap iServer Machine Learning Service 10.0.0 User Data
  • 85. 85 SuperMap iServer Machine Learning Service 10.0.0 Machine learning service ● Binary Classification ● Land Classification ● Object Detection ● Scene Classification ● Spatial Density Clustering
  • 86. 86 GeoAI 1 AI for GIS 2 GIS for AI 3 AI GIS Intergrate AI spatial analysis and processing AI helps GIS software to improve its functions The AI analysis results are placed in GIS for results management, spatial visualization and analysis.
  • 87. 87 Attribute Data Collection Based on AI 10.0.0
  • 88. 88 Inertial Navigation Based on Visual Intergration -AR+ AI Measuring 10.0.0
  • 89. 89 GeoAI 1 AI for GIS 2 GIS for AI 3 AI GIS Intergrate AI spatial analysis and processing AI helps GIS software to improve its functions The AI analysis results are placed in GIS for results management, spatial visualization and analysis.
  • 92. 92 AI GIS AI for GIS GIS for AI Spatial Analysis and Processing ( GeoAI ) AI Interaction Spatial Visualization for AI Spatial Deep Learning Spatial Machine Learning AI Map Match AI Measurement Spatial Analysis for AI AI Attribute Collection
  • 94. 94 SuperMap GIS 10i BitCC Technology System
 Cloud Native GIS Cross Platform GIS NewThreeDimensionGIS BigDataGIS AIGIS
  • 95. 95 Edge GIS Server • SuperMap iEdge • SuperMap iServer • SuperMap iPortal • SuperMap iManager Web • SuperMap iClient JavaScript • SuperMap iClient Python • SuperMap iClient3D for WebGL Mobile • SuperMap iMobile • SuperMap iTablet • SuperMap iMobile Lite PC • SuperMap iObjects Java • SuperMap iObjects .NET • SuperMap iObjects C++ • SuperMap iObjects Python • SuperMap iObjects for Spark • SuperMap iDesktopX • SuperMap iDesktop * 3D Linux * * * * * * * * * * * * * SuperMap GIS 10i Product System Cloud GIS Server Cloud Edge Terminal