Bhuvan Services and Applications

Size: px
Start display at page:

Download "Bhuvan Services and Applications"

Transcription

1 Bhuvan Services and Applications National Remote Sensing Centre Indian Space Research Organization Department of Space, Hyderabad

2 BHUVAN Indian Geoplatform of ISRO Visualization and Free Download Maps Services Applications State Portals Crowd Sourcing 20 TB data 69K Registered Users 1 M unique visitors 125 K Subscribers 570K free downloads Crowdsourcing ~ 4M Navigation Map POI ~ 5M

3 Visualisation: Bhuvan-2D and Bhuvan-3D 1m Spatial Resolution Data (7.5 lakh sq.kms) 2.5m Data for entire Country Rich POI and Infrastructure layers Historical data viewer, GIS Tools, Navigation, Proximity Analysis 3D Models, 2.5 City Models Terrain Profile High Resolution 1m data Delhi SIS-DP 2.5 m data 3D Building Models Ranchi Hyderabad

4 NRSC Open EO Data Archive Allows download of free satellite data and products of specified period and resolution Cartosat-1:DEM: 1 arc Sec (v1( ), v1.1( ), v2( ), v3( ) Resourcesat-1:AWiFS Ortho 2008, 2009 (2 seasons), 2010 (2 seasons), 2013 (2 seasons):56m Resourcesat-1:LISS III Ortho ( , 2011, 2012, 2013):24m IMS-1: HySI: Spectral Binned data: 500m Oceansat2:OCM2: LAC - Albedo, NDVI, VF ( ) 1 Km Oceansat2:OCM2: GAC NDVI (2015) 1 Km NICES : Tropical Cyclone Heat Potential (TCHP), D26, Ocean Heat Content (OHC) and Wind Products, Water Fraction, Snow Melt Freeze, Snow cover Fraction Metadata NSDI 2.0 Select Area based on Bounding box, Mapsheet(SOI), Tiles, Interactive Drawing Downloads Statistics (Aug 2016) Total: ~5.7 Lakhs This facility will be extended for other IRS satellite data coarser than 24m in near future.

5 Thematic Services OGC Web Services (WMS, WMTS) towards interoperability Bhuvan-Thematic Services facilitate the users to select, browse and query the Thematic Datasets from this portal. Users can also consume these Thematic Datasets and integrate into their systems as OGC Web Services. Land Use Land Cover -50 K ( , ) Land Use Land Cover -250 K (10 Cycles : to ) Land Use Land Cover (10K):SIS-DP for 637 Districts Urban Land Use: 10K Wasteland: 50K ( ) Geomorphology:50K ( ) & Lineament: 50K Erosion :50K ( ) Salt Affected and Water Logged Area :50K ( ) Urban Sprawl Water bodies Flood Annual Layers (1998 to 2010) Assam & Bihar Flood Hazard Layer ( ) Assam,Bihar, Orissa & Uttar Pradesh Metadata NSDI 2.0 Analysis, Statistics, Web services, View based Print, Add WMS Layer, Clip & Ship

6 Bhuvan Disaster Services Disaster Management Information Support Disaster Management Support from space systems for strengthening the disaster management in the country. Flood Forest Fire Drought Landslide Cyclone Earthquake Intra Seasonal Variation Vegetation Index

7 Enhanced Online Shape file Creation Facilitates users to download the interpreted/ delineated drawings as shape file along with customised attributes. Editing capability Filtering based on date and extensible to theme Osmosis, OSMfilter to create/filter OSM file and GDAL to create shape file Platform for online mapping from HRS data

8 Salient Features GIS VIEWER Creation of Maps from Text Files Maps from State and District Census code or Name (Choropleth Maps) & XY Data (Point Map) Classification based on Equal Range, Unique values (color ramp or color parameters, Edit-Range and color values) Web browser as a Independent Dynamic GIS viewer from POSTGIS Non-Spatial to Spatial : Simplified

9 Governance Applications Ministry Application Themes and Layers Size on Disk (in GBs ) Chaman, Hailstorm, Horticulture, Pest Surveillance, Plantation, 10 Crops, 7 Themes, ~200 layers Ministry of Agriculture 6 Applications PMKSY 20 Ministry of Urban Development Master Plan Formulation and Naya Raipur Smart City 12 primary and 4 secondary layers for 152 towns 10 Ministry of Culture Archeology Archeology Location of entire India and 4 Case Studies Ministry of Water Resources 2 Applications Clean Ganga 9 Themes, ~ 80 layers covering Water quality data 1 Sat-AIBP 103 Projects, 300 Layers 380 Ministry of Panchayati Raj SIS - DP Viewer districts landuse, infrastructure and drainage 15 Ministry of Rural Development 2 Applications IWMP 10 States + 50 Districts - 50 Thousand Microwatersheds data, 1.95 lakh Field observations (~4 Lakh Images) and time series sat data 690 Thematic Services 15 Themes, ~ 700 Layers 50 Indian Courts MoEFCC, Environmental Information System (ENVIS), CRIS, Fly 20 Themes, ~ 300 Layers catchers 70 Ministry of Law & Justice Ministry of Environment and Forest 4 Applications Ministry of Drinking Water supply and sanitation 2 Application Ground Water, Water Supply Pipeline Grid Optimization Lithgeom and Structures for 33 States 7 Ministry of Communication & Information Technology Indian Post Offices, 1.5 lakh Post Office Information(3 lakh Images) 81 Ministry of Human Resource & Development NCERT Maps for 9 the 10 th class students havaing neighborhood mapping ; 8 themes and 50 maps 1 Ministry of Home Affairs Census GIS, Disaster Services Support for 6 natural Disaster, 17 States SC and ST maps K POI data with Landslide inventory and damage details 20 Science and Technology MANU Earth Sciences Indian Meteorological Department IMD portal with Bhuvan services, INCOIS, Ocean Services Fog, Thunderstorm, CHL, SST, PFZ and Argo details 50 Ministry of Road Transport and Highways NHAI Toll plaza location with tariff details Island Information System 1368 Islands with 32 attributes State Departments Applications Themes and Layers Karnataka Forestry, Himachal Pradesh Forestry, Uttarakhand10 Themes, ~70 layers (Cadastral data in Karnataka Forestry, Forest) 20 Department of Forest, Karnataka, Himachal Pradesh, Uttarakhand Punjab Municipal and Tourism Departments Municipal GIS, Tourism-GIS Plot level boundary for Ludhiana with Photos 1 Andhra Pradesh Asset Mapping-APSHCL, Geotagging of 3.8 million Houses (~7.6 Images) 1400 Maharashtra State Geoportal Central Ministries 21, State Departments 8, State Geoportal 30, Total Applications More than 75 Election GIS ~69 Thousand Polling Stations data themes ~ 50 layers covering 314 Reservoir mapped Water Resources Management Support and 8 districts Sugarcane crop monitoring data 5 30 States; Collaboration with State Remote Sensing Centers of Andhra Pradesh, Punjab, Telangana, NEDRP layers for NE States 12 Themes, ~3000 Layers, 2.6 lakhs assets in Telangana 6 Size on Disk (in GBs )

10 Department of Post Administrator view having 36 State level logins and Citizen having option to view, search and Pincode information system Salient Features Spatial Visualization of Geo-tagged post offices based in the filters provided Moderation Provision to have visual verification for the geotagged houses for state logins and spatial visualization of accepted & rejected points besides report generation Search Post offices / Proximity by Location name, Filter by Services provided Pincode Pincode information system with Details of services offered 193 Delivery Zone Maps as pilot Study for Mysore updated on No of Offices Geotagged No of Offices Moderated Lakhs photos, 238 GB

11 Bhuvan-Bhujal: Ground Water Prospects Information System Facilitating visualization of State wise Ground Water Prospects and Structures information. Geological parameters: Lithology (rock type), Geomorphology (landform), Geological structures (fractures/faults). Ground water prospects (Authorized users): Probable Depth and yield range of wells. Ground Water Prospects for 33 States LITHGEOM - 33 States Structures 32 7 GB data as Web Map Service

12 Bhuvan IWMP: Monitoring & Evaluation of Watersheds M&E of Microwatersheds of 10 states and 50 special district watersheds in 26 states using satellite remote sensing, field data. Admin, Data Provider and Citizen Views Hierarchical Logins and role based access Summary and Statistics of Microwatersheds State/Year/District wise. Alert mechanism to notify respective teams regarding data uploaded. 50 Thousand Microwatersheds data, 1.95 lakh Field observations (~4 Lakh Images) Time series satellite data, Total volume of 690 GB datasets.

13 Accelerated Irrigation Benefit Program (AIBP) Inventory : 103 Projects Bhuvan AIBP Portal: Facilitates Visualization of Irrigation projects carried under 2 Phases Phase-I : 53 Projects Phase-II: 50 Projects Phase-III: Ongoing Datasets Available for Visualization: Canal Networks, Canal Boundaries, Hydraulic Structures Monitoring the Canal progress on Bhuvan Phase-III: This module is for the Ongoing projects facilitating CWC officials for the Online monitoring through Satellite data and Digitization Tools available. Salient Features: Canal Digitization through help of Cartosat data. Add Structures, Project Boundary, Remarks 3 levels of Access Control Data Editing facility for Field Data Layers aswms/wmts, 380 GB of datasets

14 State Viewer 30 States Generic minimalism UI Frame Work A customized state viewer for the state of Andhra Pradesh having various Natural Resources, Disaster information besides Admin layers and Socio-economic details Dynamic custom print with active layers and legend Add Layer: KML, Raster, Shapefile, WMS Tools: Draw, Measure, AOI, WMS-Manager, Analysis, Search, Custom Print. Application Framework can be customized / accommodate any state data (Content Management System)

15 Bhuvan-Telangana Telangana State portal with rich Spatial information supporting for g-governance 11 Themes data More than 100 layers Census 2011, dynamic choropleth maps 2.66 lakh RWS Assets Mission Bhagiratha pipelines information Administrative Agriculture, Land use, Groundwater, Urban etc.

16 Telangana Water Resources Information System Application for supporting State Irrigation Department with rich data on water bodies for visualization and tools for mapping, editing Natural Resources Water Resource Projects Mapper Tools for Tanks, Command Areas Major and Minor Command areas Cropping Pattern data, statistics Hydromet Information

17 AP State Housing Corporation Role Based Access HQ, District (13 Nos), Divison (43 Nos),Subdivison(179 Nos) login Salient Features Geo-tagging of houses through Mobile apk with customized attributes ( mobiles in ground survey) Spatial Visualization of Geo-tagged houses based in the filters provided Analysis& Reports -Report generation for Collected and moderated Points,State wise abstract report Moderation Provision to have visual verification for the geotagged houses for DEE logins and spatial visualization of accepted & rejected points updated on :26:34 Total No of Houses No of Houses Geotagged No of Houses Moderated

18 Bhuvan Data Dissemination Procedure Dissemination as OGC Web Services Web Map Service (WMS) Web Map Tile Service (WMTS) Web Feature Service (WFS) Web Processing Service (WPS) Web Catalogue Service (CSW) Keyhole Markup Language (KML) Enabling Interoperability towards integrated Geospatial information management Opensource Geospatial Solutions UMN MapServer Raster Serving / WMS GeoServer Vector Serving / WFS /WMTS OpenLayers Application / Frontend - 2D Cesium 3D : WebGL virtual Globe Database PostgreSQL & PostGIS WebServer Apache Tomcat Development Envi Javascript / PHP OpenStreet Map - POI Information & Routing JASIG - Central Authentication Service phpbb - Bhuvan Discussion Forum OGC Website of the Month Dec 2010 Popular Geoportal of India

19 Language Data providers Validation Developers etc. Looking for the volunteers in the areas of If you wish to collaborate with Bhuvan, please feel free to write to us For Technical Queries visit -

Lessons, challenges & innovations: Indian Case studies EO data research to use

Lessons, challenges & innovations: Indian Case studies EO data research to use Lessons, challenges & innovations: Indian Case studies EO data research to use Vinay K Dadhwal Director Indian Institute of Space Science & Technology Scaling-up Innovations for Solution Enablement (Commercialisation

More information

Arulraj.M Manager, Bhuvan Web Services Development

Arulraj.M Manager, Bhuvan Web Services Development http://bhuvan.nrsc.gov.in Arulraj.M Manager, Bhuvan Web Services Development BHUVAN FRAMEWORK BHUVAN DATA AS A SERVICE CONSUMING BHUVAN DATA USING OPENLAYERS API Customizing Bhuvan Framework BHUVAN TOOLS

More information

bhuvan Gateway to Indian Earth Observation Data Products & Services ISRO s Geoportal

bhuvan Gateway to Indian Earth Observation Data Products & Services   ISRO s Geoportal bhuvan ISRO s Geoportal Gateway to Indian Earth Observation Data Products & Services One-stop versatile Web based Earth Observation Data Products & Services Interactive 3D Environment Societal Applications

More information

GeoSpatial Technologies and Web Applications

GeoSpatial Technologies and Web Applications GeoSpatial Technologies and Web Applications M. Arulraj Sci/Engr SF Manager, Bhuvan Web Services Development arulraj_m@nrsc.gov.in GIS Activities in Problem Solving Environment Empowering Human Activities

More information

Agency Report: Indian Earth Observation Programme

Agency Report: Indian Earth Observation Programme Agency Report: Indian Earth Observation Programme Nitant Dube Space Applications Centre Indian Space Research Organisation Presentation to CEOS WGISS-41, Canberra Australia, March 2016 Indian EO Programme:

More information

ISRO s EARTH OBSERVATION SYSTEM (updates from last Plenary) AS Kiran Kumar ISRO, INDIA

ISRO s EARTH OBSERVATION SYSTEM (updates from last Plenary) AS Kiran Kumar ISRO, INDIA ISRO s EARTH OBSERVATION SYSTEM (updates from last Plenary) AS Kiran Kumar ISRO, INDIA The 24 th CEOS Plenary Rio de Janeiro, Brazil 12-15 October, 2010 1 Four Decades of Indian Space Programme 30LV Missions

More information

(updates from last Plenary) AS Kiran Kumar ISRO, INDIA

(updates from last Plenary) AS Kiran Kumar ISRO, INDIA ISRO s EARTH OBSERVATION SYSTEM (updates from last Plenary) AS Kiran Kumar ISRO, INDIA The 24 th CEOS Plenary Rio de Janeiro, Brazil 12 15 October, 2010 1 Four Decades of Indian Space Programme 30 LV Missions

More information

- Avenues and Requisites for Successful Collaboration - Indian Space Research Organisation Department of Space Government of India

- Avenues and Requisites for Successful Collaboration - Indian Space Research Organisation Department of Space Government of India Strengthening Regional Resilience with Geo-Information Programme on Trans-boundary Cooperation in South and South East Asia for geospatial information - Avenues and Requisites for Successful Collaboration

More information

Space Technology and its Applications for National Development. V Bhanumurthy Outstanding Scientist Scientist, Associate Director, NRSC/ISRO

Space Technology and its Applications for National Development. V Bhanumurthy Outstanding Scientist Scientist, Associate Director, NRSC/ISRO Space Technology and its Applications for National Development V Bhanumurthy Outstanding Scientist Scientist, Associate Director, NRSC/ISRO GEO4SDGs THEME: GEO-KNOWLEDGE CONDUIT TO SDGs SUCCESS Geospatial

More information

HMA Architecture WG Meeting,

HMA Architecture WG Meeting, www.dlr.de Chart 1 DLR Online Data Access Status D-SDA Geoservice Team, S. Kiemle 2012-02-15 DLR EO Online Data Access Status HMA Architecture WG Meeting, 2012-02-15 www.dlr.de Chart 2 DLR Online Data

More information

Customer Showcase > Defense and Intelligence

Customer Showcase > Defense and Intelligence Customer Showcase Skyline TerraExplorer is a critical visualization technology broadly deployed in defense and intelligence, public safety and security, 3D geoportals, and urban planning markets. It fuses

More information

DisasterHub. DisasterHub

DisasterHub. DisasterHub DisasterHub DisasterHub A mobile application for enabling crowd generated data fusion in Earth Observation disaster management Mr. Vassilis TSIRONIS (NOA) Mr. Themistocles HEREKAKIS (NOA) Mrs. Alexia TSOUNI

More information

ROLE OF SATELLITE DATA APPLICATION IN CADASTRAL MAP AND DIGITIZATION OF LAND RECORDS DR.T. RAVISANKAR GROUP HEAD (LRUMG) RSAA/NRSC/ISRO /DOS HYDERABAD

ROLE OF SATELLITE DATA APPLICATION IN CADASTRAL MAP AND DIGITIZATION OF LAND RECORDS DR.T. RAVISANKAR GROUP HEAD (LRUMG) RSAA/NRSC/ISRO /DOS HYDERABAD ROLE OF SATELLITE DATA APPLICATION IN CADASTRAL MAP AND DIGITIZATION OF LAND RECORDS DR.T. RAVISANKAR GROUP HEAD (LRUMG) RSAA/NRSC/ISRO /DOS HYDERABAD WORKSHOP on Best Practices under National Land Records

More information

FIRST BRAIN STORMING SESSION FOR SOUTHERN ENVIS CENTRES ENVIS CENTRE KERALA KERALA STATE COUNCIL FOR SCIENCE TECHNOLOGY AND ENVIRONMENT (KSCSTE)

FIRST BRAIN STORMING SESSION FOR SOUTHERN ENVIS CENTRES ENVIS CENTRE KERALA KERALA STATE COUNCIL FOR SCIENCE TECHNOLOGY AND ENVIRONMENT (KSCSTE) FIRST BRAIN STORMING SESSION FOR SOUTHERN ENVIS CENTRES ENVIS CENTRE KERALA KERALA STATE COUNCIL FOR SCIENCE TECHNOLOGY AND ENVIRONMENT (KSCSTE) Dr. Kamalakshan Kokkal Joint Director and ENVIS Coordinator

More information

United nation, Vienna, 9-13 February 2015

United nation, Vienna, 9-13 February 2015 United nation, Vienna, 9-13 February 2015 RUSSIAN FEDERAL SPACE AGENCY In the Russian Federation, the federal agency in charge of space activities is the Russian Federal Space Agency (Roscosmos) Earth

More information

Monitoring of Irrigation Projects using BHUVAN web Services NWA, Pune

Monitoring of Irrigation Projects using BHUVAN web Services NWA, Pune Monitoring of Irrigation Projects using BHUVAN web Services NWA, Pune 30th June,2014 2.1 Field Data The field data required is name of the canal, name of the parent canal, design offtake chainage, design

More information

Achievements January 2014 to January 2018

Achievements January 2014 to January 2018 Government of India Department of Space Indian Space Program - Highlights Achievements January 2014 to January 2018 16 February, 2018 Highlights of 4 year Achievements ISRO successfully accomplished 48

More information

Drafting Committee for the Asia Pacific Plan of Action for Space Applications for Sustainable Development ( ) Republic of Korea

Drafting Committee for the Asia Pacific Plan of Action for Space Applications for Sustainable Development ( ) Republic of Korea Drafting Committee for the Asia Pacific Plan of Action for Space Applications for Sustainable Development (2018 2030) Republic of Korea Bangkok, Thailand 31 May 1 June 2018 김 1 KARI Introduction Government

More information

Comparative Study of Cartosat-DEM and SRTM-DEM on Elevation Data and Terrain Elements

Comparative Study of Cartosat-DEM and SRTM-DEM on Elevation Data and Terrain Elements Cloud Publications International Journal of Advanced Remote Sensing and GIS 2015, Volume 4, Issue 1, pp. 1361-1366, Article ID Tech-480 ISSN 2320-0243 Research Article Open Access Comparative Study of

More information

2010 Census Mapping Evolution, Potentialities and Integration to the National Spatial Data Infrastructure

2010 Census Mapping Evolution, Potentialities and Integration to the National Spatial Data Infrastructure 2010 Census Mapping Evolution, Potentialities and Integration to the National Spatial Data Infrastructure Miriam Barbuda, MsC LATIN AMERICA GEOSPATIAL FORUM Brazil, Rio de Janeiro, 15-17August 2012 BRAZIL

More information

APCAS/10/21 April 2010 ASIA AND PACIFIC COMMISSION ON AGRICULTURAL STATISTICS TWENTY-THIRD SESSION. Siem Reap, Cambodia, April 2010

APCAS/10/21 April 2010 ASIA AND PACIFIC COMMISSION ON AGRICULTURAL STATISTICS TWENTY-THIRD SESSION. Siem Reap, Cambodia, April 2010 APCAS/10/21 April 2010 Agenda Item 8 ASIA AND PACIFIC COMMISSION ON AGRICULTURAL STATISTICS TWENTY-THIRD SESSION Siem Reap, Cambodia, 26-30 April 2010 The Use of Remote Sensing for Area Estimation by Robert

More information

18 th January 2018 Hyderabad. Shishir Verma Sr. Vice President

18 th January 2018 Hyderabad. Shishir Verma Sr. Vice President 18 th January 2018 Hyderabad Shishir Verma Sr. Vice President MapmyIndia At a Glance FOUNDED EMPLOYEES CONSUMER BASE ENTERPRISE CLIENTS CERTIFICATION CMMI ML 3 1995 750+ 5,000,000+ 5000+ ISO 9001:2008

More information

Extending GDAL/OGR and UMN MapServer

Extending GDAL/OGR and UMN MapServer Extending GDAL/OGR and UMN MapServer Maarten Plieger Nils de Reus Providing the building blocks for a geospatial infrastructure http://adaguc.knmi.nl/ This project is sponsored by Space for Geo-Information

More information

The power of virtual globes for valorising cultural heritage and enabling sustainable tourism: NASA World Wind applications

The power of virtual globes for valorising cultural heritage and enabling sustainable tourism: NASA World Wind applications The power of virtual globes for valorising cultural heritage and enabling sustainable tourism: NASA World Wind applications Maria Antonia Brovelli*, Patrick Hogan**, Marco Minghini*, Giorgio Zamboni* *

More information

SUGAR_GIS. From a user perspective. Provides spatial distribution of a wide range of sugarcane production data in an easy to use and sensitive way.

SUGAR_GIS. From a user perspective. Provides spatial distribution of a wide range of sugarcane production data in an easy to use and sensitive way. SUGAR_GIS From a user perspective What is Sugar_GIS? A web-based, decision support tool. Provides spatial distribution of a wide range of sugarcane production data in an easy to use and sensitive way.

More information

NASA Missions and Products: Update. Garik Gutman, LCLUC Program Manager NASA Headquarters Washington, DC

NASA Missions and Products: Update. Garik Gutman, LCLUC Program Manager NASA Headquarters Washington, DC NASA Missions and Products: Update Garik Gutman, LCLUC Program Manager NASA Headquarters Washington, DC 1 JPSS-2 (NOAA) SLI-TBD Formulation in 2015 RBI OMPS-Limb [[TSIS-2]] [[TCTE]] Land Monitoring at

More information

UNOSAT Satellite Imagery and GIS Solutions for DRR and Emergency Management

UNOSAT Satellite Imagery and GIS Solutions for DRR and Emergency Management UNOSAT Satellite Imagery and GIS Solutions for DRR and Emergency Management Francesco Pisano Director, Research, Technology Applications & Knowledge Systems January 2013 Introduction to UNOSAT 2 About

More information

I N D O N E S I A N O C E A N P O L I C Y National Aspirations, Regional Contribution and Global Engagement

I N D O N E S I A N O C E A N P O L I C Y National Aspirations, Regional Contribution and Global Engagement I N D O N E S I A N O C E A N P O L I C Y 2 0 1 7 National Aspirations, Regional Contribution and Global Engagement Ambassador Arif Havas Oegroseno Deputy Coordinating Minister for Maritime Affairs Coordinating

More information

Ghazanfar A. Khattak National Centre of Excellence in Geology University of Peshawar

Ghazanfar A. Khattak National Centre of Excellence in Geology University of Peshawar INTRODUCTION TO REMOTE SENSING Ghazanfar A. Khattak National Centre of Excellence in Geology University of Peshawar WHAT IS REMOTE SENSING? Remote sensing is the science of acquiring information about

More information

Our Quality Promise WHITE PAPER

Our Quality Promise WHITE PAPER Our Quality Promise www.digitalglobe.com Corporate (U.S.) +1.303.684.4561 or +1.800.496.1225 London +44.20.8899.6801 Singapore +65.6389.4851 To ensure your success, we put quality at our core At DigitalGlobe,

More information

Land Cover Type Changes Related to. Oil and Natural Gas Drill Sites in a. Selected Area of Williams County, ND

Land Cover Type Changes Related to. Oil and Natural Gas Drill Sites in a. Selected Area of Williams County, ND Land Cover Type Changes Related to Oil and Natural Gas Drill Sites in a Selected Area of Williams County, ND FR 3262/5262 Lab Section 2 By: Andrew Kernan Tyler Kaebisch Introduction: In recent years, there

More information

GOVERNMENT OF INDIA MINISTRY OF CONSUMER AFFAIRS, FOOD AND PUBLIC DISTRIBUTION (DEPARTMENT OF CONSUMER AFFAIRS) NATIONAL CONFERENCE ON

GOVERNMENT OF INDIA MINISTRY OF CONSUMER AFFAIRS, FOOD AND PUBLIC DISTRIBUTION (DEPARTMENT OF CONSUMER AFFAIRS) NATIONAL CONFERENCE ON 1 If yj()q XU,1.(!_ -7i GOVERNMENT OF INDIA MINISTRY OF CONSUMER AFFAIRS, FOOD AND PUBLIC DISTRIBUTION (DEPARTMENT OF CONSUMER AFFAIRS) NATIONAL CONFERENCE ON EFFECTIVE FUNCTIONING OF CONSUMER FORA Venue:

More information

Remote Sensing in Daily Life. What Is Remote Sensing?

Remote Sensing in Daily Life. What Is Remote Sensing? Remote Sensing in Daily Life What Is Remote Sensing? First time term Remote Sensing was used by Ms Evelyn L Pruitt, a geographer of US in mid 1950s. Minimal definition (not very useful): remote sensing

More information

Main topic of research: creation of tree line map. Scale: LANDSAT imagery (15-30 m spatial resolution)

Main topic of research: creation of tree line map. Scale: LANDSAT imagery (15-30 m spatial resolution) «Usage of geoportal information for mapping the northern forest line boundary» Mikhail Zimin NINA (Trondheim, Norway) Volkovo village, Zvenigorod (Moscow region), RUSSIA, 14-1717 April, 2009 Introduction

More information

A SIMULATION-AS-A-SERVICE FRAMEWORK FACILITATING WEBGIS BASED INSTALLATION PLANNING

A SIMULATION-AS-A-SERVICE FRAMEWORK FACILITATING WEBGIS BASED INSTALLATION PLANNING A SIMULATION-AS-A-SERVICE FRAMEWORK FACILITATING WEBGIS BASED INSTALLATION PLANNING Z. Zheng a, Z.Y. Chang, Y.F. Fei a a Dept. of Planning, Beijing Special Civil Engineering Design and Research Institute,

More information

Assessment of Spatiotemporal Changes in Vegetation Cover using NDVI in The Dangs District, Gujarat

Assessment of Spatiotemporal Changes in Vegetation Cover using NDVI in The Dangs District, Gujarat Assessment of Spatiotemporal Changes in Vegetation Cover using NDVI in The Dangs District, Gujarat Using SAGA GIS and Quantum GIS Tutorial ID: IGET_CT_003 This tutorial has been developed by BVIEER as

More information

CASMB ENVIS Estuaries, Mangroves, Coral Reefs & Lagoons. Major achievements of CASMB ENVIS Centre ( )

CASMB ENVIS Estuaries, Mangroves, Coral Reefs & Lagoons. Major achievements of CASMB ENVIS Centre ( ) CASMB ENVIS Estuaries, Mangroves, Coral Reefs & Lagoons Major achievements of CASMB ENVIS Centre (2011-2016) Annamalai University Centre of Advanced Study in Marine Biology Publications 1. Newsletters

More information

India recently successfully launched its PSLV-C16 rocked that carried into orbit the latest remote

India recently successfully launched its PSLV-C16 rocked that carried into orbit the latest remote India recently successfully launched its PSLV-C16 rocked that carried into orbit the latest remote sensing satellite REsourcesat-2 that would study and help manage natural resources along with two Nano

More information

DG GROW - Internal Market, Industry Entrepreneurship and SMEs GROW/I1 - Space Policy and Research Unit

DG GROW - Internal Market, Industry Entrepreneurship and SMEs GROW/I1 - Space Policy and Research Unit 1 DG GROW - Internal Market, Industry Entrepreneurship and SMEs GROW/I1 - Policy and Research Unit mats.ljungqvist@ec.europa.eu London 5 July 2016 Summary 1. in Union Research Framework Programmes 2. Programmes

More information

UNISCAN AND ALICE-SC GROUND STATIONS AND DEVELOPMENT OF THEIR NETWORKS

UNISCAN AND ALICE-SC GROUND STATIONS AND DEVELOPMENT OF THEIR NETWORKS UNISCAN AND ALICE-SC GROUND STATIONS AND DEVELOPMENT OF THEIR NETWORKS Gershenzon V.E., Gershenzon O.N. R&D Center ScanEx Commission WG IV/9 KEY WORDS: Uniscan, Alice-SC, Stations, Geo-Portals ABSTRACT:

More information

Separation of crop and vegetation based on Digital Image Processing

Separation of crop and vegetation based on Digital Image Processing Separation of crop and vegetation based on Digital Image Processing Mayank Singh Sakla 1, Palak Jain 2 1 M.TECH GEOMATICS student, CEPT UNIVERSITY 2 M.TECH GEOMATICS student, CEPT UNIVERSITY Word Limit

More information

Monitoring Land Use and Infrastructure Changes in Industrial Complex Using Geo-Informatics Technology in Gujarat State, India

Monitoring Land Use and Infrastructure Changes in Industrial Complex Using Geo-Informatics Technology in Gujarat State, India International Journal of Geosciences, 2016, 7, 1283-1298 http://www.scirp.org/journal/ijg ISSN Online: 2156-8367 ISSN Print: 2156-8359 Monitoring Land Use and Infrastructure Changes in Industrial Complex

More information

Indian Remote Sensing Satellites

Indian Remote Sensing Satellites Resourcesat-1 Indian Remote Sensing Satellites -Current & Future Resourcesat Missions - Presented by: Timothy J. Puckorius Chairman & CEO EOTec 1 Presentation Topics India s Earth Observation Heritage

More information

European Space Imaging

European Space Imaging European Space Imaging Use cases of Very High Resolution satellite imagery in support of crop management GEO-CRADLE Regional Workshop, 7/12/2017, Tunis Arnaud Durand adurand@euspaceimaging.com COMPANY

More information

Updating a National Spatial Data Infrastructure : How satellite imagery contributes in France?

Updating a National Spatial Data Infrastructure : How satellite imagery contributes in France? Updating a National Spatial Data Infrastructure : How satellite imagery contributes in France? Jean-Philippe Cantou IGN Espace Mapping Urban Areas from Space, ESA-Esrin 4-5 nov 2015 1 / 30 ign.fr IGN France

More information

A guideline for establishing feature and symbol standard management system for national HOs

A guideline for establishing feature and symbol standard management system for national HOs A guideline for establishing feature and symbol standard management system for national HOs Joint 26th TSMAD and 5th DIPWG Meeting Silver Spring, Maryland, USA(10-14 June 2013) Republic of Korea (ROK)

More information

GeoServer Beginner's Guide PDF

GeoServer Beginner's Guide PDF GeoServer Beginner's Guide PDF Share and edit geospatial data with this open source software server Overview Learn free and open source geospatial mapping without prior GIS experience Share real-time maps

More information

Application of Satellite Remote Sensing for Natural Disasters Observation

Application of Satellite Remote Sensing for Natural Disasters Observation Application of Satellite Remote Sensing for Natural Disasters Observation Prof. Krištof Oštir, Ph.D. University of Ljubljana Faculty of Civil and Geodetic Engineering Outline Earth observation current

More information

NRS 415 Remote Sensing of Environment

NRS 415 Remote Sensing of Environment NRS 415 Remote Sensing of Environment 1 High Oblique Perspective (Side) Low Oblique Perspective (Relief) 2 Aerial Perspective (See What s Hidden) An example of high spatial resolution true color remote

More information

GIS and Remote Sensing BIO8014. Data acquisition

GIS and Remote Sensing BIO8014. Data acquisition GIS and Remote Sensing BIO8014 Data acquisition Introduction Data can be manually created Data can be obtained from a wide range of providers both free and at cost Acquisition is key and must be accounted

More information

Launch : November 5, IMPacting Research INnovation and Technology

Launch : November 5, IMPacting Research INnovation and Technology Launch : November 5, 2015 IMPacting Research INnovation and Technology Motivation Philosophy The second largest population of the world which will soon be the youngest, now aspires and deserves a better

More information

Lesson 9: Multitemporal Analysis

Lesson 9: Multitemporal Analysis Lesson 9: Multitemporal Analysis Lesson Description Multitemporal change analyses require the identification of features and measurement of their change through time. In this lesson, we will examine vegetation

More information

Methodologies and IT-tools for managing and monitoring field work using geo-spatial tools and other IT- Tools for monitoring

Methodologies and IT-tools for managing and monitoring field work using geo-spatial tools and other IT- Tools for monitoring Methodologies and IT-tools for managing and monitoring field work using geo-spatial tools and other IT- Tools for monitoring Janusz Dygaszewicz Central Statistical Office of Poland Jerusalem, 11-14 July

More information

Geocoding DoubleCheck: A Unique Location Accuracy Assessment Tool for Parcel-level Geocoding

Geocoding DoubleCheck: A Unique Location Accuracy Assessment Tool for Parcel-level Geocoding Measuring, Modelling and Mapping our Dynamic Home Planet Geocoding DoubleCheck: A Unique Location Accuracy Assessment Tool for Parcel-level Geocoding Page 1 Geocoding is a process of converting an address

More information

SOP for GeoMGNREGA Phase II

SOP for GeoMGNREGA Phase II SOP for GeoMGNREGA Phase II ANNEXURE-I 1. Introduction: Creation of durable assets and strengthening of rural livelihood is an important objective under the Mahatma Gandhi NREGA. On an average, 30 Lakh

More information

Role of Landsat in Revolutionizing the Management of Natural Resources. Prof. UR Rao Former Chairman, ISRO, India

Role of Landsat in Revolutionizing the Management of Natural Resources. Prof. UR Rao Former Chairman, ISRO, India Role of Landsat in Revolutionizing the Management of Natural Resources Prof. UR Rao Former Chairman, ISRO, India 40 Years of Landsat, June 6, 2012 Evolution of Remote Sensing Satellites TIROS Aerial Survey

More information

23/04/2018. Global Outlook Spatial Information Industry. Graeme Kernich, CEO CRCSI

23/04/2018. Global Outlook Spatial Information Industry. Graeme Kernich, CEO CRCSI Global Outlook 2018 Spatial Information Industry Graeme Kernich, CEO CRCSI 1 Global Outlook 2018 Spatial Information Industry 2 Global Outlook 2018: Overview 3 Source: World Economic Forum, The Global

More information

Using Web-based Tools for GIS-Friendly Satellite Imagery

Using Web-based Tools for GIS-Friendly Satellite Imagery Using Web-based Tools for GIS-Friendly Satellite Imagery Lindsey Harriman SGT, Contractor to the USGS EROS Center, Sioux Falls, South Dakota **Work performed under USGS contract G10PC00044 U.S. Department

More information

Digital database creation of historical Remote Sensing Satellite data from Film Archives A case study

Digital database creation of historical Remote Sensing Satellite data from Film Archives A case study Digital database creation of historical Remote Sensing Satellite data from Film Archives A case study N.Ganesh Kumar +, E.Venkateswarlu # Product Quality Control, Data Processing Area, NRSA, Hyderabad.

More information

DISTINGUISHING URBAN BUILT-UP AND BARE SOIL FEATURES FROM LANDSAT 8 OLI IMAGERY USING DIFFERENT DEVELOPED BAND INDICES

DISTINGUISHING URBAN BUILT-UP AND BARE SOIL FEATURES FROM LANDSAT 8 OLI IMAGERY USING DIFFERENT DEVELOPED BAND INDICES DISTINGUISHING URBAN BUILT-UP AND BARE SOIL FEATURES FROM LANDSAT 8 OLI IMAGERY USING DIFFERENT DEVELOPED BAND INDICES Mark Daryl C. Janiola (1), Jigg L. Pelayo (1), John Louis J. Gacad (1) (1) Central

More information

9/12/2011. Training Course Remote Sensing Basic Theory & Image Processing Methods September 2011

9/12/2011. Training Course Remote Sensing Basic Theory & Image Processing Methods September 2011 Training Course Remote Sensing Basic Theory & Image Processing Methods 19 23 September 2011 Popular Remote Sensing Sensors & their Selection Michiel Damen (September 2011) damen@itc.nl 1 Overview Low resolution

More information

GAGAN Initiatives Jan 18, 2018

GAGAN Initiatives Jan 18, 2018 GAGAN Initiatives Jan 18, 2018 Topics covered 1. Brief profile of GAGAN 2. Features / Accuracy of GAGAN System 3. GAGAN Architecture 4. GAGAN services and Coverage 5. GAGAN utilization in aviation sector

More information

SkylineGlobe 6.5 Technology Overview

SkylineGlobe 6.5 Technology Overview SkylineGlobe 6.5 Technology Overview w w w. S k y l i n e G l o b e. c o m Contents SKYLINEGLOBE PRODUCTS... 4 SKYLINEGLOBE ENTERPRISE... 5 SKYLINEGLOBE ENTERPRISE BUNDLE COMPONENTS... 6 TERRABUILDER...

More information

WGISS-42 USGS Agency Report

WGISS-42 USGS Agency Report WGISS-42 USGS Agency Report U.S. Department of the Interior U.S. Geological Survey Kristi Kline USGS EROS Center Major Activities Landsat Archive/Distribution Changes Land Change Monitoring, Assessment,

More information

GIS Data Collection. Remote Sensing

GIS Data Collection. Remote Sensing GIS Data Collection Remote Sensing Data Collection Remote sensing Introduction Concepts Spectral signatures Resolutions: spectral, spatial, temporal Digital image processing (classification) Other systems

More information

Data Preparation. Warren Vick Europa Technologies Ltd.

Data Preparation. Warren Vick Europa Technologies Ltd. Data Preparation Warren Vick Europa Technologies Ltd. What s your poison? We use a variety of methods and technologies Straw poll Hand drawn Non-GIS software (whole process) Esri PB / MapInfo Open source

More information

Raster is faster but vector is corrector

Raster is faster but vector is corrector Account not required Raster is faster but vector is corrector The old GIS adage raster is faster but vector is corrector comes from the two different fundamental GIS models: vector and raster. Each of

More information

CanImage. (Landsat 7 Orthoimages at the 1: Scale) Standards and Specifications Edition 1.0

CanImage. (Landsat 7 Orthoimages at the 1: Scale) Standards and Specifications Edition 1.0 CanImage (Landsat 7 Orthoimages at the 1:50 000 Scale) Standards and Specifications Edition 1.0 Centre for Topographic Information Customer Support Group 2144 King Street West, Suite 010 Sherbrooke, QC

More information

Space Assets and the Sustainable Development Goals

Space Assets and the Sustainable Development Goals Space Assets and the Sustainable Development Goals Michael Simpson, Secure World Foundation In cooperation with Krystal Wilson Breakout Session #2 - Space Society Monday, November 21, 2016 United Nations/United

More information

Catalogue no G ISBN Reference Maps and Thematic Maps, Reference Guide. Census year Release date: November 16, 2016

Catalogue no G ISBN Reference Maps and Thematic Maps, Reference Guide. Census year Release date: November 16, 2016 Catalogue no. 92-143-G ISBN 978-0-660-06710-0 Reference Maps and Thematic Maps, Reference Guide Release date: November 16, 2016 How to obtain more information For information about this product or the

More information

MOTIVATION AND PREVIOUS WORK

MOTIVATION AND PREVIOUS WORK FRAMEWORK FOR PROCESSING CITIZEN SCIENCE DATA FOR APPLICATIONS TO NASA EARTH SCIENCE MISSIONS William Teng and Arif Albayrak ADNET Systems, Inc. NASA Goddard Earth Sciences Data and Information Services

More information

Remote Sensing Part 3 Examples & Applications

Remote Sensing Part 3 Examples & Applications Remote Sensing Part 3 Examples & Applications Review: Spectral Signatures Review: Spectral Resolution Review: Computer Display of Remote Sensing Images Individual bands of satellite data are mapped to

More information

Monitoring Natural Disasters with Small Satellites Smart Satellite Based Geospatial System for Environmental Protection

Monitoring Natural Disasters with Small Satellites Smart Satellite Based Geospatial System for Environmental Protection Monitoring Natural Disasters with Small Satellites Smart Satellite Based Geospatial System for Environmental Protection Krištof Oštir, Space-SI, Slovenia Contents Natural and technological disasters Current

More information

Sensor Technologies and Sensor Materials for Small Satellite Missions related to Disaster Management CANEUS Indo-US Cooperation

Sensor Technologies and Sensor Materials for Small Satellite Missions related to Disaster Management CANEUS Indo-US Cooperation Sensor Technologies and Sensor Materials for Small Satellite Missions related to Disaster Management CANEUS Indo-US Cooperation Suraj Rawal, Lockheed Martin Space Systems Co., USA G. Mohan Rao, Indian

More information

NASA Earth Exchange (NEX)

NASA Earth Exchange (NEX) NASA Earth Exchange (NEX) Ramakrishna Nemani Ames Research Center NASA Advanced Supercomputing (NAS) Division Moffett Field, CA LCLUC Meeting, Yangon, January 15, 2016 OVERVIEW + NEX is virtual collaborative

More information

NON-PHOTOGRAPHIC SYSTEMS: Multispectral Scanners Medium and coarse resolution sensor comparisons: Landsat, SPOT, AVHRR and MODIS

NON-PHOTOGRAPHIC SYSTEMS: Multispectral Scanners Medium and coarse resolution sensor comparisons: Landsat, SPOT, AVHRR and MODIS NON-PHOTOGRAPHIC SYSTEMS: Multispectral Scanners Medium and coarse resolution sensor comparisons: Landsat, SPOT, AVHRR and MODIS CLASSIFICATION OF NONPHOTOGRAPHIC REMOTE SENSORS PASSIVE ACTIVE DIGITAL

More information

Smart Cities Solutions for Disaster Management Based on Satellites and Wireless Sensor Networks

Smart Cities Solutions for Disaster Management Based on Satellites and Wireless Sensor Networks Smart Cities Solutions for Disaster Management Based on Satellites and Wireless Sensor Networks Presented by Dr. Krishna Dev Kumar Professor of Aerospace Engineering Director, Artificial Intelligence and

More information

Helicopter Aerial Laser Ranging

Helicopter Aerial Laser Ranging Helicopter Aerial Laser Ranging Håkan Sterner TopEye AB P.O.Box 1017, SE-551 11 Jönköping, Sweden 1 Introduction Measuring distances with light has been used for terrestrial surveys since the fifties.

More information

SGIS service in Korea

SGIS service in Korea 2011. 10. 27 SGIS service in Korea 1 st UN Forum on Global Geospatial Information Management Ahn, Jae-Hack Ph.D., Deputy Director of Geospatial Service Team anny@korea.kr Twitter @globeahn Contents - GIS

More information

Open Standard based Visualization Infrastructure for 3D Geospatial Information

Open Standard based Visualization Infrastructure for 3D Geospatial Information X3D Earth Open Standard based Visualization Infrastructure for 3D Geospatial Information 13 January 2008 / Web3D Korea Forum 유병현 Byounghyun Yoo Web3D Consortium Fellow MOVES (Modeling, Virtual Environment

More information

A study on facility management application scenario of BIMGIS modeling data

A study on facility management application scenario of BIMGIS modeling data International Journal of Engineering Science Invention ISSN (Online): 2319 6734, ISSN (Print): 2319 6726 Volume 6 Issue 11 November 2017 PP. 40-45 A study on facility management application scenario of

More information

DIGITALGLOBE SATELLITE IMAGERY AND CLOUD SERVICES FOR SUGARCANE MAPPING

DIGITALGLOBE SATELLITE IMAGERY AND CLOUD SERVICES FOR SUGARCANE MAPPING DIGITALGLOBE SATELLITE IMAGERY AND CLOUD SERVICES FOR SUGARCANE MAPPING PRESENTER: DILLON PANIZZOLO (TECHNICAL MANAGER) COMPANY: GEO DATA DESIGN DATE: 18 TH AUGUST 2015 SASTA Congress Sugar Cane Mapping

More information

Lesson 3: Working with Landsat Data

Lesson 3: Working with Landsat Data Lesson 3: Working with Landsat Data Lesson Description The Landsat Program is the longest-running and most extensive collection of satellite imagery for Earth. These datasets are global in scale, continuously

More information

Sharing Oceanographic Data

Sharing Oceanographic Data Sharing Oceanographic Data Alessandro Berni, NATO STO-CMRE Simone Giannecchini, Geosolutions SaS Slide 1 GeoSolutions Founded in Italy in late 2006 Expertise Image Processing, GeoSpatial Data Fusion Java,

More information

How to Access Imagery and Carry Out Remote Sensing Analysis Using Landsat Data in a Browser

How to Access Imagery and Carry Out Remote Sensing Analysis Using Landsat Data in a Browser How to Access Imagery and Carry Out Remote Sensing Analysis Using Landsat Data in a Browser Including Introduction to Remote Sensing Concepts Based on: igett Remote Sensing Concept Modules and GeoTech

More information

GIS Data Sources. Thomas Talbot

GIS Data Sources. Thomas Talbot GIS Data Sources Thomas Talbot Chief, Environmental Health Surveillance Section Bureau of Environmental & Occupational Epidemiology New York State Department of Health Outline Sources of Data Census, health,

More information

Lecture 13: Remotely Sensed Geospatial Data

Lecture 13: Remotely Sensed Geospatial Data Lecture 13: Remotely Sensed Geospatial Data A. The Electromagnetic Spectrum: The electromagnetic spectrum (Figure 1) indicates the different forms of radiation (or simply stated light) emitted by nature.

More information

Satellite Remote Sensing: Earth System Observations

Satellite Remote Sensing: Earth System Observations Satellite Remote Sensing: Earth System Observations Land surface Water Atmosphere Climate Ecosystems 1 EOS (Earth Observing System) Develop an understanding of the total Earth system, and the effects of

More information

LAND SURFACE TEMPERATURE MONITORING THROUGH GIS TECHNOLOGY USING SATELLITE LANDSAT IMAGES

LAND SURFACE TEMPERATURE MONITORING THROUGH GIS TECHNOLOGY USING SATELLITE LANDSAT IMAGES Abstract LAND SURFACE TEMPERATURE MONITORING THROUGH GIS TECHNOLOGY USING SATELLITE LANDSAT IMAGES Aurelian Stelian HILA, Zoltán FERENCZ, Sorin Mihai CIMPEANU University of Agronomic Sciences and Veterinary

More information

Executive Development Course: Digital Government for Transformation Towards Sustainable and Resilient Societies the Singapore Experience

Executive Development Course: Digital Government for Transformation Towards Sustainable and Resilient Societies the Singapore Experience Executive Development Course: Digital Government for Transformation Towards Sustainable and Resilient Societies the Singapore Experience Session

More information

AERIAL SURVEYS COMPANY PROFILE

AERIAL SURVEYS COMPANY PROFILE AERIAL SURVEYS COMPANY PROFILE Aerial Surveys, previously known as GeoSmart, is an innovative aerial photography and geospatial mapping service provider Our services enable customers to make better business

More information

Using Freely Available. Remote Sensing to Create a More Powerful GIS

Using Freely Available. Remote Sensing to Create a More Powerful GIS Using Freely Available Government Data and Remote Sensing to Create a More Powerful GIS All rights reserved. ENVI, E3De, IAS, and IDL are trademarks of Exelis, Inc. All other marks are the property of

More information

DOST- ASTI Initiatives on the Development of Monitoring Stations and Application of Satellite Technology in Philippine Agriculture

DOST- ASTI Initiatives on the Development of Monitoring Stations and Application of Satellite Technology in Philippine Agriculture DOST- ASTI Initiatives on the Development of Monitoring Stations and Application of Satellite Technology in Philippine Agriculture Alvin E. Retamar Chief Science Research Specialist Advanced Science and

More information

GIS & Remote Sensing 15 th Feb, 2010

GIS & Remote Sensing 15 th Feb, 2010 Mahatma Gandhi National Rural Employment Guarantee Act GIS & Remote Sensing 15 th Feb, 2010 To prepare a strategy and evolve parameters for standardization with an objective to link GIS with planning,

More information

A c c e s s t o C o p e r n i c u s E M S m a p p i n g

A c c e s s t o C o p e r n i c u s E M S m a p p i n g A c c e s s t o C o p e r n i c u s E M S m a p p i n g Copernicus Service Copernicus EU Copernicus EU Copernicus EU www.copernicus.eu W h o c a n u s e t h e S e r v i c e? There are three distinct user

More information

Deliverable 5-A&B: A Review and Demonstration of the Geotechnical Asset Management Decisions Support System (GAMDSS)

Deliverable 5-A&B: A Review and Demonstration of the Geotechnical Asset Management Decisions Support System (GAMDSS) Deliverable 5-A&B: A Review and Demonstration of the Geotechnical Asset Management Decisions Support System (GAMDSS) Reid Sawtell, Rüdiger Escobar Wolf, El Hachemi Bouali, Thomas Oommen, Rick Dobson, and

More information

Sommersemester Prof. Dr. Christoph Kleinn Institut für Waldinventur und Waldwachstum Arbeitsbereich Fernerkundung und Waldinventur.

Sommersemester Prof. Dr. Christoph Kleinn Institut für Waldinventur und Waldwachstum Arbeitsbereich Fernerkundung und Waldinventur. Basics of Remote Sensing Some literature references Franklin, SE 2001 Remote Sensing for Sustainable Forest Management Lewis Publishers 407p Lillesand, Kiefer 2000 Remote Sensing and Image Interpretation

More information

Tsunami Alert Bracelet

Tsunami Alert Bracelet Gunasekar Krishnamoorthy Assistant Consultant, TATA Consultancy Services Ltd TAMIL NADU, INDIA Monday, September 12, 2016 Effective Communication Model for Global Tsunami Evacuation System Tsunami Alert

More information

MALAPPURAM CRAFTS MELA

MALAPPURAM CRAFTS MELA MALAPPURAM CRAFTS MELA 2009 Post Show Report Submitted by Kerala Bureau of Industrial Promotion (K-BIP) Kurup s Lane, Sasthamangalam, Thiruvananthapuram - 695010. MALAPPURAM CRAFTS MELA 2009 December 16

More information

UNIGIS University of Salzburg. Module: ArcGIS for Server Lesson: Online Spatial analysis UNIGIS

UNIGIS University of Salzburg. Module: ArcGIS for Server Lesson: Online Spatial analysis UNIGIS 1 Upon the completion of this presentation you should be able to: Describe the geoprocessing service capabilities Define supported data types input and output of geoprocessing service Configure a geoprocessing

More information