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SuperMap Software Co., Ltd
Darijav Bayanmandakh
Regional Manager, SuperMap International
OneMap - SuperMap Natural Resources Management
1
Requirements for Informatization of Natural Resources:
• Full-space, full-factor data management
• Comprehensive, conjunctive application of massive spatial data
• Application of new surveying and mapping results (oblique
photogrammetry, point cloud)
Background
2
The Application Requirements of Natural Resources Informatization for GIS:
• Expression of all spatial data above and below ground
• Large-scale spatial data processing
• Multi-source heterogeneous data fusion
• 3D spatial query and analysis
• Multi-end applications
Background
3
How to Express Natural Resource Objects in the Whole Space
Rich 2D and 3D Data
Model Expression
Air Pollution
Under-
ground
Surface
On the
Ground
Mountains
Mineral
Wasteland Tidal Flat
GrasslandForest
Water Flow
High
Altitude
Wind Field
Real Estate
4
-1~-3m
-3~-10m
-15~-20m
-20~50m
-100m
Drainage system
Subway system
Basement
Tunnel
Pipeline
Cable net
Geology
Interaction between
ground and underground
+50m
-100m to +50m
Buildings
5
Contents
1. SuperMap 2D & 3D Integration
2. SuperMap OneMap Introduction
3. SuperMap OneMap Solutions
6
Contents
1. SuperMap 2D & 3D Integration
2. SuperMap OneMap Introduction
3. SuperMap OneMap Solutions
7
3D GIS Underground Space Application
8
Integrations
Product Integration
Data Integration
Symbol Integration
Analysis Integration
2D & 3D
Integrations
UGC CoreOpenGl GPU
9
Web
Client
Product Integration
Component
Desktop
Mobile
Cloud
2D & 3D INTEGRATION
10
Data Integration — 2D Data, 3D Display
11
Data Integration — 2D Data, 3D Display
12
Data Integration — Data and Attributes Linkage of 2D & 3D
13
Symbol Integration — Pipeline symbol
2D Pipelines Symbols3D Pipelines Symbols
14
Analysis integration -- Buffer Analysis
15
Analysis Integration—Build 2D Road on 3D Model
16
Analysis integration -- Terrain Analysis
17
Contents
1. SuperMap 2D & 3D Integration
2. SuperMap OneMap Introduction
3. SuperMap OneMap Solutions
18
Core Idea—OneMap
• Build business database according to “OneMap” standards
–Unified coordinate system, unified data format, uniform
classification and coding, unified naming rules.
OneMap
Natural
Resource
Database
Point
Line
Polygon
Text
Non-spatial
Cadastral
Land Use Planning
Land Use
Water System
Agriculture
Forest
Terrain
3D Model
……
19
Horizontal
Stitching
Geospatial
Integration of
Data
The Geospatial Integration of Data
Vertical
Overlay
Files
>>Database
20
Visualization
System & Database GIS System
Cooperation
Sharing
Visualization
Horizontal stitching
Vertical overlay
Data Integration
Mode
Three Levels of OneMap
21
The Problems
01
Disunity
in Data
02
Isolation
03
Separation of
Spatial Data
and Industrial
Data
04
More
Profession
Less
Supervision
05
No Big
Data
Application
Land OneMap
22
Full Life Cycle Dynamic Management of OneMap
23
Planning
Planning
Maintenance
Operations
Construction
Smart
City
Agriculture
Land
…
…
… …
…
…
…
…
…
…
…
…
…
… …
…
Meteorology
Ecology Military
Statistics
Real
Estate
Mining
Urban
Planning
Ocean Underground
Emergency
Application Platform & Solutions for Different Industries
24
Japan postal
management
2008 Japan Sapporo
G8 summit security
system
Japan Shinkansen
high-speed railway
system
Equipment leasing
service system for
Hitachi construction
machinery
Mauritius Police
GIS system
Ethiopia
telecommunicati
on facility
management
Laos land resources
management system
Swedish
Municipality GIS
GeoCuba
system
iSee/Urban Aesthetics
Management in Turkey
International Applications
25
Many National Government Projects
National Development and Reform Commission National Administration of Surveying, mapping and Geoinformation
China Earthquake Administration China Meteorological Administration
Ministry of Culture of the People’s Republic of China
Ministry of Housing and Urban Rural Development of the People’s
Republic of China(KOHURD)
State Administration of Work Safety; State Administration of Coal Mine
Safety
State Administration of Cultural Heritage
National Bureau of Statistics of China Ministry of Transport of the People’s Republic of China
State Oceanic Administration, People’s Republic of China Ministry of Environmental Protection of the People’s Republic of China
The State Administration of Radio, Film and Television The Ministry of Water Resources of the People’s Republic of China
State Forestry Administration, P. R. China Ministry of Health of the People’s Republic of China
26
Contents
1. SuperMap 2D & 3D Integration
2. SuperMap OneMap Introduction
3. SuperMap OneMap Solutions
27
Water System AgricultureLand Use
OneMap
1 2 3
28
3.1 Land Use
29
Framework
Data collection
core database
Land Survey
The public
enterprise
government
GPS satellite Satellite RS Aerial RS
Onemap
managementConversio
n
checking
processing
import
Data Collection
Information
Management
Application
30
Building Detection on Remote Sensing Images
31
Road Extraction on Satellite Image
32
Extraction of the Bottom Surface of Oblique
Photography Image Obtained by Drone33
Feature Classification: Land Use Classification on Remote Sensing Images
图 例例:
建设⽤用地
耕地
⽔水域
林林地
其它
34
Multiple Objects Classification
35
Multiple Objects Detection Based on
Remote Sensing Image Classification
• IOU(Intersection-Over-Union)
IOU = Intersection Area/Union Area
IOU = 0.5163
36
Establishment of relevant technical
standards and specifications
Data synchronism
Develop database management system
Data integration
Database Construction Process
Form data management and updating
mechanism
Establish data running environment
37
VCT Shp
Image Documents
Survey and
Mapping
Data
Cadastral
Database
Format
checking
Data editing
Data
checking
Projection
transformationDatabase
Construction
Tools
Approval
Database
Land
Registration
Database
Household
Database
CAD
Database Construction
38
Core Database
Management
Approval for
construction land
Organization Supply Register ……
Thematic
Land use Land planning Basic farmland Benchmark ……
Basic
Basic GIS RS images Address DEM ……
United standard of spatial location, classification & encoding, data format39
Data standardization checking
Database construction
Database Management
System Functions
➢ Data editing
➢ Data quality check
➢ Query and statistics
➢ Mapping management
➢ Report management
➢ Image management
➢ Rights management
➢ Metadata management
➢ …
Data editing
Rights management
Metadata management
40
Data Quality Check
Data standardization checking tool
• Topology check
• Support custom topology rules
• Support graphical and attributes
consistency check
• …
41
Data Editing
• Spatial data editing
• Attribute editing
• Input attribute value, generate
attribute data, maintain attribute fields
• Input archive data
42
➢ Graphics input and editing
➢ Attributes input
Data Change
43
Data Sharing
spatial
database
Service GIS

development
platform
Spatial database
Component
GIS
WMS
WFS
WCS
KML
WMTS
SOAP service
Service-
oriented
geographic
information
sharing
platform
WPS
Sharing
Data
Sharing
Capability
Provides a wide range of Web services or OGC standard services based on OneMap core database
in data center, so that various business departments, other business units and subordinate business
units can use the sharing services.
Service-oriented geographic information sharing model (based on
Service GIS)
44
Results Output — Maps and Reports
• Provide statistical charts output function
• Output maps by administrative district, map sheet, any range at
any scale
45
Data Submission and Updates
Basic Data Business Data
Management
Data
OneMap
Core
Database
ETL ETL Web Service API
Real-time, synchronous
Updates
Data extraction, integration,
transformation
Batch and incremental updates
Integration,
transformation
Batch update
46
Right data management
Right data editing
Right data processing
Right data checking
Visualization management
Unified coding
Data query and statistics
Mapping and output
Land Rights Management
47
Database Data source Data Update
Land registration
database
City and county land registration business Real-time
Construction land
database
Provincial, city and county land approval business Real-time
Data Update Frequency
48
⼟土地登记业务处理理实现了了项⽬目受理理-地籍调查-审核审批-登记发证过程
的流程化管理理,同时提供地籍调查前置办理理业务,使得系统办理理业务
⽅方式更更为灵活。
Parcel number
Location
Boundary
Area
Ownership
Nature of ownership
Using purpose
Land type
Land price
Update time
...
Process of Land Registration
49
In this process, you can:
• Monitor business handling
• Query project materials
• Graphics editing
• Map output and certificate
output
50
In this registration process:
• Land certificate number
generation
• Registration card production
and printing
• Land certificate production
• Cadastral map printing
• …
51
Data Source
Land Data
✓ Land survey data
✓ Cadastral survey data
✓ “OneMap”resources
✓ Surveying and Mapping CD
✓ Archives achievement
House
property data
✓ Transaction registration data
✓ Archives achievement
52
CadastralEnforcement
Farmland
protection
Land Use
Internal
Coordination
Lan
BureauDepartments
Horizontal
Coordination
Government
network
Ministry
Backbone net
Province
City
County
Vertical
Coordination
Internet Coordination Under Multi-management
53
Natural Resources Information Service Development
• Offers both government and the public the land
information through Internet, touch screen, big
screen, SMS services, social media, etc.
54
SuperMap Land E-government Platform
Organization Definition
• Organization Modeling: Land units, personnel, roles, authority can be flexibly customized
55
JiangXi Real Estate Registration Platform
56
Geographic Information System of
Ministry of Land and Housing of Botswana
Laos Land Resource Information System Land Property Management System
for Egypt
Mountain Development Supporting
System for Cuba
Japan Land Resource Information System
Housing Management System for
Botswana
Selected International Land Management Systems
57
3.2 Water System
58
Current Condition
Scattered informatization construction, difficult to integrate
Water supply management system of each city is independent
High operation and maintenance costs
High cost in data maintenance, interface program development, system operation and maintenance
Low degree of data sharing
The data resources are scattered, the data of each system is independent and can not be shared
59
Construction Goal
Automatic
control
Smart Water-affair Management
Collaborative
management
Scientific
decision
Initiative
service
60
Data
Center
Platform
Management
• Database construction
• Data resource directory
• Public platform
• Service registration
• Operation system
• Data management
• Data exchange and sharing
• Data warehousing
Construction Content
61
The relation with other bussiness
Business
Water resources
Water supply and drainage
Water information service
center system
Interfaces
Technology Roadmap
Others
Flood control office
62
Water Resources
Information services
Precipitation isoline analysis
Video surveillance
Water supply management
Water survey3D browsing
Mobile patrol
Service registry
Hydrology
and Water
Resources
...
63
Sewage Management Business
Sewerage user management
Sewerage pipelines management
Pump station management
Sewage treatment plants management
Supervision center
Planning and decision support
Urban Sewage Management System Portal
Mobile inspection
Operation management
64
City Water System—Pump Operations Monitoring
Pump query Pump condition monitoring
65
• Monitoring and Command
⽔水系监测点
Flowmeter
Sewerage
Owner
Outfall
Sewage
Plant
66 CCTV
• Data Analysis
a. Water quality analysis
for upstream/downstream
b. Fault analysis of
pumping station
a.Scatter plot
analysis
b.Pipeline Network
monitoring data
67
• Drainage Enterprise Management
Basic information
Abnormal drainage alarm
Excess drainage unit tracking
Drainage unit
Address
Contacts
Telephone
Industry
Water source
Displacement
Permission
Annual survey
Main pollutants
…
A basic information
collection of drainage
enterprise or sewage user
Drainage types
Customize drainage type, sewage
from chemical industry, resident,
hospital…
Drainage approval, displacement data and
water quality data monitoring for alarming
automatic and highlight on map
68
• Pipeline Thematic Map Displaying Module
Shows the pipeline data intuitively in the form of thematic map with the
attributes of ownership, materials, water quality, construction time, etc.
Water Quality
Thematic Map
Pipeline Ownership
Thematic Map
69
• Task Management
Report Acceptance Processing
Support history records search
70
Water Platform
Portal Precipitation analysis 3D Panorama Video surveillance Water survey
71
...Water resources Drought information Flood control system Sewage Monitoring
72
Integration
3.3 Agriculture
73
Web Dashboard of Agriculture
74
Analyze whether existing and newly transferred basic
farmland meets the national requirements for basic
farmland. It is also possible to supervise the land to be
converted into farmland to avoid the violation of the overall
plan for land use in some areas.
Slope and Aspect Analysis Realizes the Classification of Agricultural Resources
75
The skyline is an important factor in the natural environment.
Some man-made changes to natural resources and the ecological
environment are factors that affect the changes in the skyline.
Therefore, the analysis of the multi-year skyline changes can
also be applied to natural resource supervision. Through the
comparison of the skyline in the area for many years, view the
changes in the skyline, analyze the reasons for the changes, and
avoid illegal land use affecting the overall landscape effect in the
area, even the natural ecological environment.
Skyline Analysis Assesses the Degree of Destruction of Natural Resources
76
Choose the region A and C as training data, B
and D as testing data.
Green Is the Planting Area, Yellow Is the Non-
planting Area.
Generate the training data and testing data as
64 * 64 pix pictures based on the raw data.
(1:5,843.54282379527, the scale of raw tiff
data)
A
B
C D
Area Calculation Based on Remote Sensing Image Classification
77
The green area is planting area, the
yellow area is non-planting area.
Result statistics (for region B and D):
Label Area = 8685290 ㎡
Result Area = 8450517 ㎡
Accuracy Rate = 97.296%
Detection Result
78
Palm Tree Detection Based on RS Image Data and DEM Data
The raw data are mainly remote sensing images, supplemented by DEM data.
79
The Detecting Result of Palm Trees
80
Result Analysis
Statistical analysis of detect results:
Compare the detect result box with manually drawn label box, the hit criterion is that
their IoU is greater than 0.01.
IoU = Intersection area/ Consolidated area
Statistical results:
Label box = 1709
Result box = 1637
Correct box = 1567 (95.72%)
Wrong correct box = 70
Detected tree = 1647 (96.37%)
Undetected tree = 62
81
Korean Forest Pest Management System
82
Plating Field and Soil Quality Monitoring
83
OneMap Database & Sharing Platform
Review
84
Thank You!
E-mail: darijavbayanmandakh@supermap.com
WhatsApp: +7 776 980 6389
Asia and Oceania Center
85

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One map supermap natural resources management--darijav

  • 1. SuperMap Software Co., Ltd Darijav Bayanmandakh Regional Manager, SuperMap International OneMap - SuperMap Natural Resources Management 1
  • 2. Requirements for Informatization of Natural Resources: • Full-space, full-factor data management • Comprehensive, conjunctive application of massive spatial data • Application of new surveying and mapping results (oblique photogrammetry, point cloud) Background 2
  • 3. The Application Requirements of Natural Resources Informatization for GIS: • Expression of all spatial data above and below ground • Large-scale spatial data processing • Multi-source heterogeneous data fusion • 3D spatial query and analysis • Multi-end applications Background 3
  • 4. How to Express Natural Resource Objects in the Whole Space Rich 2D and 3D Data Model Expression Air Pollution Under- ground Surface On the Ground Mountains Mineral Wasteland Tidal Flat GrasslandForest Water Flow High Altitude Wind Field Real Estate 4
  • 5. -1~-3m -3~-10m -15~-20m -20~50m -100m Drainage system Subway system Basement Tunnel Pipeline Cable net Geology Interaction between ground and underground +50m -100m to +50m Buildings 5
  • 6. Contents 1. SuperMap 2D & 3D Integration 2. SuperMap OneMap Introduction 3. SuperMap OneMap Solutions 6
  • 7. Contents 1. SuperMap 2D & 3D Integration 2. SuperMap OneMap Introduction 3. SuperMap OneMap Solutions 7
  • 8. 3D GIS Underground Space Application 8
  • 9. Integrations Product Integration Data Integration Symbol Integration Analysis Integration 2D & 3D Integrations UGC CoreOpenGl GPU 9
  • 11. Data Integration — 2D Data, 3D Display 11
  • 12. Data Integration — 2D Data, 3D Display 12
  • 13. Data Integration — Data and Attributes Linkage of 2D & 3D 13
  • 14. Symbol Integration — Pipeline symbol 2D Pipelines Symbols3D Pipelines Symbols 14
  • 15. Analysis integration -- Buffer Analysis 15
  • 16. Analysis Integration—Build 2D Road on 3D Model 16
  • 17. Analysis integration -- Terrain Analysis 17
  • 18. Contents 1. SuperMap 2D & 3D Integration 2. SuperMap OneMap Introduction 3. SuperMap OneMap Solutions 18
  • 19. Core Idea—OneMap • Build business database according to “OneMap” standards –Unified coordinate system, unified data format, uniform classification and coding, unified naming rules. OneMap Natural Resource Database Point Line Polygon Text Non-spatial Cadastral Land Use Planning Land Use Water System Agriculture Forest Terrain 3D Model …… 19
  • 20. Horizontal Stitching Geospatial Integration of Data The Geospatial Integration of Data Vertical Overlay Files >>Database 20
  • 21. Visualization System & Database GIS System Cooperation Sharing Visualization Horizontal stitching Vertical overlay Data Integration Mode Three Levels of OneMap 21
  • 22. The Problems 01 Disunity in Data 02 Isolation 03 Separation of Spatial Data and Industrial Data 04 More Profession Less Supervision 05 No Big Data Application Land OneMap 22
  • 23. Full Life Cycle Dynamic Management of OneMap 23 Planning Planning Maintenance Operations Construction
  • 24. Smart City Agriculture Land … … … … … … … … … … … … … … … … Meteorology Ecology Military Statistics Real Estate Mining Urban Planning Ocean Underground Emergency Application Platform & Solutions for Different Industries 24
  • 25. Japan postal management 2008 Japan Sapporo G8 summit security system Japan Shinkansen high-speed railway system Equipment leasing service system for Hitachi construction machinery Mauritius Police GIS system Ethiopia telecommunicati on facility management Laos land resources management system Swedish Municipality GIS GeoCuba system iSee/Urban Aesthetics Management in Turkey International Applications 25
  • 26. Many National Government Projects National Development and Reform Commission National Administration of Surveying, mapping and Geoinformation China Earthquake Administration China Meteorological Administration Ministry of Culture of the People’s Republic of China Ministry of Housing and Urban Rural Development of the People’s Republic of China(KOHURD) State Administration of Work Safety; State Administration of Coal Mine Safety State Administration of Cultural Heritage National Bureau of Statistics of China Ministry of Transport of the People’s Republic of China State Oceanic Administration, People’s Republic of China Ministry of Environmental Protection of the People’s Republic of China The State Administration of Radio, Film and Television The Ministry of Water Resources of the People’s Republic of China State Forestry Administration, P. R. China Ministry of Health of the People’s Republic of China 26
  • 27. Contents 1. SuperMap 2D & 3D Integration 2. SuperMap OneMap Introduction 3. SuperMap OneMap Solutions 27
  • 28. Water System AgricultureLand Use OneMap 1 2 3 28
  • 30. Framework Data collection core database Land Survey The public enterprise government GPS satellite Satellite RS Aerial RS Onemap managementConversio n checking processing import Data Collection Information Management Application 30
  • 31. Building Detection on Remote Sensing Images 31
  • 32. Road Extraction on Satellite Image 32
  • 33. Extraction of the Bottom Surface of Oblique Photography Image Obtained by Drone33
  • 34. Feature Classification: Land Use Classification on Remote Sensing Images 图 例例: 建设⽤用地 耕地 ⽔水域 林林地 其它 34
  • 36. Multiple Objects Detection Based on Remote Sensing Image Classification • IOU(Intersection-Over-Union) IOU = Intersection Area/Union Area IOU = 0.5163 36
  • 37. Establishment of relevant technical standards and specifications Data synchronism Develop database management system Data integration Database Construction Process Form data management and updating mechanism Establish data running environment 37
  • 38. VCT Shp Image Documents Survey and Mapping Data Cadastral Database Format checking Data editing Data checking Projection transformationDatabase Construction Tools Approval Database Land Registration Database Household Database CAD Database Construction 38
  • 39. Core Database Management Approval for construction land Organization Supply Register …… Thematic Land use Land planning Basic farmland Benchmark …… Basic Basic GIS RS images Address DEM …… United standard of spatial location, classification & encoding, data format39
  • 40. Data standardization checking Database construction Database Management System Functions ➢ Data editing ➢ Data quality check ➢ Query and statistics ➢ Mapping management ➢ Report management ➢ Image management ➢ Rights management ➢ Metadata management ➢ … Data editing Rights management Metadata management 40
  • 41. Data Quality Check Data standardization checking tool • Topology check • Support custom topology rules • Support graphical and attributes consistency check • … 41
  • 42. Data Editing • Spatial data editing • Attribute editing • Input attribute value, generate attribute data, maintain attribute fields • Input archive data 42
  • 43. ➢ Graphics input and editing ➢ Attributes input Data Change 43
  • 44. Data Sharing spatial database Service GIS
 development platform Spatial database Component GIS WMS WFS WCS KML WMTS SOAP service Service- oriented geographic information sharing platform WPS Sharing Data Sharing Capability Provides a wide range of Web services or OGC standard services based on OneMap core database in data center, so that various business departments, other business units and subordinate business units can use the sharing services. Service-oriented geographic information sharing model (based on Service GIS) 44
  • 45. Results Output — Maps and Reports • Provide statistical charts output function • Output maps by administrative district, map sheet, any range at any scale 45
  • 46. Data Submission and Updates Basic Data Business Data Management Data OneMap Core Database ETL ETL Web Service API Real-time, synchronous Updates Data extraction, integration, transformation Batch and incremental updates Integration, transformation Batch update 46
  • 47. Right data management Right data editing Right data processing Right data checking Visualization management Unified coding Data query and statistics Mapping and output Land Rights Management 47
  • 48. Database Data source Data Update Land registration database City and county land registration business Real-time Construction land database Provincial, city and county land approval business Real-time Data Update Frequency 48
  • 50. In this process, you can: • Monitor business handling • Query project materials • Graphics editing • Map output and certificate output 50
  • 51. In this registration process: • Land certificate number generation • Registration card production and printing • Land certificate production • Cadastral map printing • … 51
  • 52. Data Source Land Data ✓ Land survey data ✓ Cadastral survey data ✓ “OneMap”resources ✓ Surveying and Mapping CD ✓ Archives achievement House property data ✓ Transaction registration data ✓ Archives achievement 52
  • 54. Natural Resources Information Service Development • Offers both government and the public the land information through Internet, touch screen, big screen, SMS services, social media, etc. 54
  • 55. SuperMap Land E-government Platform Organization Definition • Organization Modeling: Land units, personnel, roles, authority can be flexibly customized 55
  • 56. JiangXi Real Estate Registration Platform 56
  • 57. Geographic Information System of Ministry of Land and Housing of Botswana Laos Land Resource Information System Land Property Management System for Egypt Mountain Development Supporting System for Cuba Japan Land Resource Information System Housing Management System for Botswana Selected International Land Management Systems 57
  • 59. Current Condition Scattered informatization construction, difficult to integrate Water supply management system of each city is independent High operation and maintenance costs High cost in data maintenance, interface program development, system operation and maintenance Low degree of data sharing The data resources are scattered, the data of each system is independent and can not be shared 59
  • 60. Construction Goal Automatic control Smart Water-affair Management Collaborative management Scientific decision Initiative service 60
  • 61. Data Center Platform Management • Database construction • Data resource directory • Public platform • Service registration • Operation system • Data management • Data exchange and sharing • Data warehousing Construction Content 61
  • 62. The relation with other bussiness Business Water resources Water supply and drainage Water information service center system Interfaces Technology Roadmap Others Flood control office 62
  • 63. Water Resources Information services Precipitation isoline analysis Video surveillance Water supply management Water survey3D browsing Mobile patrol Service registry Hydrology and Water Resources ... 63
  • 64. Sewage Management Business Sewerage user management Sewerage pipelines management Pump station management Sewage treatment plants management Supervision center Planning and decision support Urban Sewage Management System Portal Mobile inspection Operation management 64
  • 65. City Water System—Pump Operations Monitoring Pump query Pump condition monitoring 65
  • 66. • Monitoring and Command ⽔水系监测点 Flowmeter Sewerage Owner Outfall Sewage Plant 66 CCTV
  • 67. • Data Analysis a. Water quality analysis for upstream/downstream b. Fault analysis of pumping station a.Scatter plot analysis b.Pipeline Network monitoring data 67
  • 68. • Drainage Enterprise Management Basic information Abnormal drainage alarm Excess drainage unit tracking Drainage unit Address Contacts Telephone Industry Water source Displacement Permission Annual survey Main pollutants … A basic information collection of drainage enterprise or sewage user Drainage types Customize drainage type, sewage from chemical industry, resident, hospital… Drainage approval, displacement data and water quality data monitoring for alarming automatic and highlight on map 68
  • 69. • Pipeline Thematic Map Displaying Module Shows the pipeline data intuitively in the form of thematic map with the attributes of ownership, materials, water quality, construction time, etc. Water Quality Thematic Map Pipeline Ownership Thematic Map 69
  • 70. • Task Management Report Acceptance Processing Support history records search 70
  • 71. Water Platform Portal Precipitation analysis 3D Panorama Video surveillance Water survey 71
  • 72. ...Water resources Drought information Flood control system Sewage Monitoring 72 Integration
  • 74. Web Dashboard of Agriculture 74
  • 75. Analyze whether existing and newly transferred basic farmland meets the national requirements for basic farmland. It is also possible to supervise the land to be converted into farmland to avoid the violation of the overall plan for land use in some areas. Slope and Aspect Analysis Realizes the Classification of Agricultural Resources 75
  • 76. The skyline is an important factor in the natural environment. Some man-made changes to natural resources and the ecological environment are factors that affect the changes in the skyline. Therefore, the analysis of the multi-year skyline changes can also be applied to natural resource supervision. Through the comparison of the skyline in the area for many years, view the changes in the skyline, analyze the reasons for the changes, and avoid illegal land use affecting the overall landscape effect in the area, even the natural ecological environment. Skyline Analysis Assesses the Degree of Destruction of Natural Resources 76
  • 77. Choose the region A and C as training data, B and D as testing data. Green Is the Planting Area, Yellow Is the Non- planting Area. Generate the training data and testing data as 64 * 64 pix pictures based on the raw data. (1:5,843.54282379527, the scale of raw tiff data) A B C D Area Calculation Based on Remote Sensing Image Classification 77
  • 78. The green area is planting area, the yellow area is non-planting area. Result statistics (for region B and D): Label Area = 8685290 ㎡ Result Area = 8450517 ㎡ Accuracy Rate = 97.296% Detection Result 78
  • 79. Palm Tree Detection Based on RS Image Data and DEM Data The raw data are mainly remote sensing images, supplemented by DEM data. 79
  • 80. The Detecting Result of Palm Trees 80
  • 81. Result Analysis Statistical analysis of detect results: Compare the detect result box with manually drawn label box, the hit criterion is that their IoU is greater than 0.01. IoU = Intersection area/ Consolidated area Statistical results: Label box = 1709 Result box = 1637 Correct box = 1567 (95.72%) Wrong correct box = 70 Detected tree = 1647 (96.37%) Undetected tree = 62 81
  • 82. Korean Forest Pest Management System 82
  • 83. Plating Field and Soil Quality Monitoring 83
  • 84. OneMap Database & Sharing Platform Review 84
  • 85. Thank You! E-mail: darijavbayanmandakh@supermap.com WhatsApp: +7 776 980 6389 Asia and Oceania Center 85