Accelerator management with
|
|
|
- Allen Carroll
- 6 years ago
- Views:
Transcription
1 Accelerator management with Web-based based GIS A.Yamashita,Y.Ishizawa, M.Takeuchi and T.Ohata SPring-8, Japan PCaPAC
2 Outline Google map What is GIS? What we want to with GIS for SPring-8 MapServer Two systems using MapServer Equipment location manager Real time alarm display Conclusion
3 Outline Google map What is GIS? What we want to with GIS for SPring-8 MapServer Two systems using MapServer Equipment location manager Real time alarm display Conclusion
4 Outline Google map What is GIS? What we want to with GIS for SPring-8 MapServer Two systems using MapServer Equipment location manager Real time alarm display Conclusion
5 Outline Google map What is GIS? What we want to with GIS for SPring-8 MapServer Two systems using MapServer Equipment location manager Real time alarm display Conclusion
6 Outline Google map What is GIS? What we want to with GIS for SPring-8 MapServer Two systems using MapServer Equipment location manager Real time alarm display Conclusion
7 Outline Google map What is GIS? What we want to with GIS for SPring-8 MapServer Two systems using MapServer Equipment location manager Real time alarm display Conclusion
8 Outline Google map What is GIS? What we want to with GIS for SPring-8 MapServer Two systems using MapServer Equipment location manager Real time alarm display Conclusion
9 Outline Google map What is GIS? What we want to with GIS for SPring-8 MapServer Two systems using MapServer Equipment location manager Real time alarm display Conclusion
10 QUESTION
11 QUESTION Do you like Google map?
12
13 I wish I could have Google map for SPring-8.
14 SPring-8 4+1accelerator complex Injector linac Booster synchrotron 8GeV storage ring 1.5GeV New Subaru + SCSS prototype accelerator 266 VME cpus 87 PLC's Distributed in 1kmx1km area.
15 SPring-8 4+1accelerator complex Injector linac Booster synchrotron 8GeV storage ring 1.5GeV New Subaru + SCSS prototype accelerator 266 VME cpus 87 PLC's Distributed in 1kmx1km area.
16 SPring-8 4+1accelerator complex Injector linac Booster synchrotron 8GeV storage ring 1.5GeV New Subaru + SCSS prototype accelerator 266 VME cpus 87 PLC's Distributed in 1kmx1km area.
17 SPring-8 4+1accelerator complex Injector linac Booster synchrotron 8GeV storage ring 1.5GeV New Subaru + SCSS prototype accelerator 266 VME cpus 87 PLC's Distributed in 1kmx1km area.
18 SPring-8 4+1accelerator complex Injector linac Booster synchrotron 8GeV storage ring 1.5GeV New Subaru + SCSS prototype accelerator 266 VME cpus 87 PLC's Distributed in 1kmx1km area.
19 SPring-8 4+1accelerator complex Injector linac Booster synchrotron 8GeV storage ring 1.5GeV New Subaru + SCSS prototype accelerator 266 VME cpus 87 PLC's Distributed in 1kmx1km area.
20 SPring-8 4+1accelerator complex Injector linac Booster synchrotron 8GeV storage ring 1.5GeV New Subaru + SCSS prototype accelerator 266 VME cpus 87 PLC's Distributed in 1kmx1km area.
21 SPring-8 4+1accelerator complex Injector linac Booster synchrotron 8GeV storage ring 1.5GeV New Subaru + SCSS prototype accelerator 266 VME cpus 87 PLC's Distributed in 1kmx1km area.
22 SPring-8 4+1accelerator complex Injector linac Booster synchrotron 8GeV storage ring 1.5GeV New Subaru + SCSS prototype accelerator 266 VME cpus 87 PLC's Distributed in 1kmx1km area.
23 We build our own map system
24 ICALEPCS 2005 Evaluating the Potential of Commercial GIS for Accelerator Configuration Management T. Larrieu, Y. Roblin, K. White, R. Slominski Jefferson Lab, USA
25 What is GIS? from Wikipedia Geographic Information System (GIS) is a system for creating, storing, analyzing and managing spatial data and associated attributes. In the strictest sense, it is a computer system capable of integrating, storing, editing, analyzing, sharing, and displaying geographically-referenced referenced information. In a more generic sense, GIS is a tool that allows users to create interactive queries (user created searches), analyze the spatial information, and edit data.
26 What is GIS? from Wikipedia Geographic Information System (GIS) is a system for creating, storing, analyzing and managing spatial data and associated attributes. In the strictest sense, it is a computer system capable of integrating, storing, editing, analyzing, sharing, and displaying geographically-referenced referenced information. In a more generic sense, GIS is a tool that allows users to create interactive queries (user created searches), analyze the spatial information, and edit data.
27 What is GIS? from Wikipedia Geographic Information System (GIS) is a system for creating, storing, analyzing and managing spatial data and associated attributes. In the strictest sense, it is a computer system capable of integrating, storing, editing, analyzing, sharing, and displaying geographically-referenced referenced information. In a more generic sense, GIS is a tool that allows users to create interactive queries (user created searches), analyze the spatial information, and edit data.
28 What is GIS? from Wikipedia Geographic Information System (GIS) is a system for creating, storing, analyzing and managing spatial data and associated attributes. In the strictest sense, it is a computer system capable of integrating, storing,, editing, analyzing, sharing,, and displaying geographically-referenced referenced information. In a more generic sense, GIS is a tool that allows users to create interactive queries (user created searches), analyze the spatial information, and edit data.
29 What we want with GIS for SPring-8 Locate equipment distributed in the SPring-8 8 site. Where is the X? Information integration. Where is the drawing of X? Where is the maintenance history of X?. Map based is more straightforward than text based system Share information from everywhere on the net. Real-time status display.
30 What we want with GIS for SPring-8 Locate equipment distributed in the SPring-8 8 site. Where is the X? Information integration. Where is the drawing of X? Where is the maintenance history of X?. Map based is more straightforward than text based system Share information from everywhere on the net. Real-time status display.
31 An episode. A VME cpu on beam-line 40XU got truble.
32 An episode. A VME cpu on beam-line 40XU got truble. Go to the 40XU and reset it.
33 An episode. A VME cpu on beam-line 40XU got truble. Go to the 40XU and reset it. The operator reset another VME CPU on 40B2 which was close to 40XU.
34 An episode. A VME cpu on beam-line 40XU got truble. Go to the 40XU and reset it. The operator reset another VME CPU on 40B2 which was close to 40XU. VME map would have prevented such a trouble.
35 What we want with GIS for SPring-8 Locate equipment distributed in the SPring-8 8 site. Where is the X? Information integration. Where is the drawing of X? Where is the maintenance history of X?. Map system is more straightforward to understand than text based system. We learn from google map Share information from everywhere on the net. Real-time status display.
36 What we want with GIS for SPring-8 Locate equipment distributed in the SPring-8 8 site. Where is the X? Information integration. Where is the drawing of X? Where is the maintenance history of X?. Map based is more straightforward than text based system Share information from everywhere on the net. Real-time status display.
37 What we want with GIS for SPring-8 Locate equipment distributed in the SPring-8 8 site. Where is the X? Information integration. Where is the drawing of X? Where is the maintenance history of X?. Map based is more straightforward than text based system Share information from everywhere on the net. Real-time status display. Google map does not have
38 What we want with GIS for SPring-8. Technical requirement. Google map like Web based. No client application installation. Access from everywhere. zooming,panning, multi-layer layer Open source Easy to manage Installation Modification Configuration Data entry
39 What we want with GIS for SPring-8. Technical requirement. Google map like Web based. No client application installation. Access from everywhere. zooming,panning, multi-layer layer Open source Easy to manage Installation Modification Configuration Data entry
40 What we want with GIS for SPring-8. Technical requirement. Google map like Web based. No client application installation. Access from everywhere. zooming,panning, multi-layer layer Open source Easy to manage Installation Modification Configuration Data entry
41 What we want with GIS for SPring-8. Technical requirement. Google map like Web based. No client application installation. Access from everywhere. zooming,panning, multi-layer layer Open source Easy to manage Installation Modification Configuration Data entry
42 What we want with GIS for SPring-8. Technical requirement. Google map like Web based. No client application installation. Access from everywhere. zooming,panning, multi-layer layer Open source Easy to manage Installation Modification Configuration Data entry
43 What we want with GIS for SPring-8. Technical requirement. Google map like Web based. No client application installation. Access from everywhere. zooming,panning, multi-layer layer Open source Easy to manage Installation Modification Configuration Data entry
44 What we want with GIS for SPring-8. Technical requirement. Google map like Web based. No client application installation. Access from everywhere. zooming,panning, multi-layer layer Open source Easy to manage Installation Modification Configuration Data entry
45 What we want with GIS for SPring-8. Technical requirement. Google map like Web based. No client application installation. Access from everywhere. zooming,panning, multi-layer layer Open source Easy to manage Installation Modification Configuration Data entry
46 What we want with GIS for SPring-8. Technical requirement. Google map like Web based. No client application installation. Access from everywhere. zooming,panning, multi-layer layer Open source Easy to manage Installation Modification Configuration Data entry
47 MapServer Web based map display system like google map. Developed at University of Minnesota. Originally developed for forest resource management Open source Multi data sources CAD data, image data, databases... Multi platform Unix, Windows and Macintosh Multi development languages Web application using PHP,perl,java,python
48 MapServer Web based map display system like google map. Developed at University of Minnesota. Originally developed for forest resource management Open source Multi data sources CAD data, image data, databases... Multi platform Unix, Windows and Macintosh Multi development languages Web application using PHP,perl,java,python
49 MapServer Web based map display system like google map. Developed at University of Minnesota. Originally developed for forest resource management Open source Multi data sources CAD data, image data, databases... Multi platform Unix, Windows and Macintosh Multi development languages Web application using PHP,perl,java,python
50 MapServer Web based map display system like google map. Developed at University of Minnesota. Originally developed for forest resource management Open source Multi data sources CAD data, image data, databases... Multi platform Unix, Windows and Macintosh Multi development languages Web application using PHP,perl,java,python
51 MapServer Web based map display system like google map. Developed at University of Minnesota. Originally developed for forest resource management Open source Multi data sources CAD data, image data, databases... Multi platform Unix, Windows and Macintosh Multi development languages Web application using PHP,perl,java,python
52 MapServer Web based map display system like google map. Developed at University of Minnesota. Originally developed for forest resource management Open source Multi data sources CAD data, image data, databases... Multi platform Unix, Windows and Macintosh Multi development languages Web application using PHP,perl,java,python
53 MapSever two books
54 MapServer mechanism http server Application mapscript map server map file Vector data Raster data database xml datafile
55 MapServer mechanism HTTP request http server Application map server map file Vector data Raster data database xml datafile
56 MapServer mechanism CGI request http server Application map server map file Vector data Raster data database xml datafile
57 MapServer mechanism http server API call by mapscript PHP,perl, java python Application map server map file Vector data Raster data database xml datafile
58 MapServer mechanism http server Application map server map file Vector data Raster data database xml datafile
59 Mapfile Configuration file Text file format. Integrate data files and database Defines location of data. Image size Layer Font Color etc.
60 Mapfile Configuration file Text file format. Integrate data files and database Defines location of data. Image size Layer Font Color etc.
61 Mapfile Configuration file Text file format. Integrate data files and database Defines location of data. Image size Layer Font Color etc.
62 Mapfile Configuration file Text file format. Integrate data files and database Defines location of data. Image size Layer Font Color etc.
63 Mapfile Configuration file Text file format. Integrate data files and database Defines location of data. Image size Layer Font Color etc.
64 Mapfile Configuration file Text file format. Integrate data files and database Defines location of data. Image size Layer Font Color etc.
65 Mapfile Configuration file Text file format. Integrate data files and database Defines location of data. Image size Layer Font Color etc.
66 Mapfile Configuration file Text file format. Integrate data files and database Defines location of data. Image size Layer Font Color etc.
67 Mapfile example MAP NAME "MapTest" STATUS ON IMAGECOLOR IMAGETYPE gif EXTENT UNITS meters SHAPEPATH "D:/shp_data/" SYMBOLSET "D:/symbols/symbols35.sym" FONTSET "D:/etc/fonts.txt" RESOLUTION 96 INTERLACE OFF ####################################### WEB TEMPLATE "map.html" IMAGEPATH "D:/ms4w/tmp/ms_tmp/" IMAGEURL "/ms_tmp/" METADATA END # Metadata END
68 Mapfile example LEGEND STATUS ON POSITION UL KEYSIZE LABEL TYPE BITMAP SIZE MEDIUM COLOR END END # Legend ############################# REFERENCE IMAGE./images/sp8.bmp EXTENT SIZE STATUS ON COLOR OUTLINECOLOR END
69 MapServer mechanism http server Application Read data from data sources map server map file Vector data Raster data database xml datafile
70 Data sources Vector data Standard data format Shape file CAD data (.dxf file converted shape file) MapinfoTAB Raster data jpg, png,, gif, tiff Databases MySQL,postgresql,Oracle... Files Gxml (geographic XML)
71 Data sources Vector data Standard data format Shape file CAD data (.dxf file converted shape file) MapinfoTAB Raster data jpg, png,, gif, tiff Databases MySQL,postgresql,Oracle... Files Gxml (geographic XML)
72 Data sources Vector data Standard data format Shape file CAD data (.dxf file converted shape file) MapinfoTAB Raster data jpg, png,, gif, tiff Databases MySQL,postgresql,Oracle... Files Gxml (geographic XML)
73 Data sources Vector data Standard data format Shape file CAD data (.dxf file converted shape file) MapinfoTAB Raster data jpg, png,, gif, tiff Databases MySQL,postgresql,Oracle... Files Gxml (geographic XML)
74 MapServer mechanism http server Application generates temporary image file map server map file Vector data Raster data database xml datafile
75 MapSever applications Open source MapSever applications Mapscript application(server) + Javascript (client) p.mapper ka-map many more. Standalone (no Web) systems are also available.
76 MapSever applications Open source MapSever applications Mapscript application(server) + Javascript (client) p.mapper ka-map many more. Standalone (no Web) systems are also available.
77 ka-map
78 cartoweb3
79 mapblendar
80 musmap
81 primagis intergrated into plone
82 MapSever applications Open source MapSever applications Mapscript application(server) + Javascript (client) p.mapper ka-map many more. Standalone (no Web) systems are also available.
83 p.mapper Framework PHP (server). Javascript (client) Rich functions. Pan/zoom. Reference map Query functions (identify, select, search) Print functions: HTML and PDF
84 p.mapper Framework PHP (server). Javascript (client) Rich functions. Pan/zoom. Reference map Query functions (identify, select, search) Print functions: HTML and PDF
85 p.mapper Framework PHP (server). Javascript (client) Rich functions. Pan/zoom. Reference map Query functions (identify, select, search) Print functions: HTML and PDF
86 p.mapper Framework PHP (server). Javascript (client) Rich functions. Pan/zoom. Reference map Query functions (identify, select, search) Print functions: HTML and PDF
87 p.mapper Framework PHP (server). Javascript (client) Rich functions. Pan/zoom. Reference map Query functions (identify, select, search) Print functions: HTML and PDF
88 p.mapper Framework PHP (server). Javascript (client) Rich functions. Pan/zoom. Reference map Query functions (identify, select, search) Print functions: HTML and PDF
89 Accelerator management with MapServer P.mapper used Most function-rich Two applications. Equipment management for SPring-8 Real-time alarm display for SCSS prototype
90 Accelerator management with MapServer P.mapper used Most function-rich Two applications. Equipment management for SPring-8 Real-time alarm display for SCSS prototype
91 Accelerator management with MapServer P.mapper used Most function-rich Two applications. Equipment management for SPring-8 Real-time alarm display for SCSS prototype
92 Accelerator management with MapServer P.mapper used Most function-rich Two applications. Equipment management for SPring-8 Real-time alarm display for SCSS prototype
93 Equipment management for SPring-8 Equipment management VME cpu and PLC Location Attribute Manufacturer Production date Production serial number Stored into a RDB (Postgres) Multi layers CAD data (.dxf) files are converted to a shape file.
94 Equipment management for SPring-8 Equipment management VME cpu and PLC Location Attribute Manufacturer Production date Production serial number Stored into a RDB (Postgres) Multi layers CAD data (.dxf) files are converted to a shape file.
95 Equipment management for SPring-8 Equipment management VME cpu and PLC Location Attribute Manufacturer Production date Production serial number Stored into a RDB (Postgres) Multi layers CAD data (.dxf) files are converted to a shape file.
96 Equipment management for SPring-8 Equipment management VME cpu and PLC Location Attribute Manufacturer Production date Production serial number Stored into a RDB (Postgres) Multi layers CAD data (.dxf) files are converted to a shape file.
97 Equipment management for SPring-8 Equipment management VME cpu and PLC Location Attribute Manufacturer Production date Production serial number Stored into a RDB (Postgres) Multi layers CAD data (.dxf) files are converted to a shape file.
98 Equipment management for SPring-8 Equipment management VME cpu and PLC Location Attribute Manufacturer Production date Production serial number Stored into a RDB (Postgres) Multi layers CAD data (.dxf) files are converted to a shape file.
99 layer
100 ZOOM
101 reference map
102 Zoomin g Select zoom in area
103
104 Select layer
105 PLC appeared
106 Zoom out by slider
107
108 panned by reference map
109
110
111 raster image overlay
112 select information
113 select area
114 get information window
115 Alarm display for SCSS prototype linac
116 Alarm display for SCSS prototype linac Heartbeat icon
117 Alarm display for SCSS prototype linac
118 Browser requests periodically by ajax. Real time alarm display http server Application map server map file Alarm database read from database and write gxml file Vector data Raster data database xml datafile
119 Development About 1 man month to develop equipment management system from zero. Begin with little knowledge on PHP and javascript. Understanding mapfile. About 1 week to develop alarm display. Little effort to convert Autocad.dxf to shapefile fgis utility program. Data entry into MapServer is under way.
120 Development About 1 man month to develop equipment management system from zero. Begin with little knowledge on PHP and javascript. Understanding mapfile. About 1 week to develop alarm display. Little effort to convert Autocad.dxf to shapefile fgis utility program. Data entry into MapServer is under way.
121 Development About 1 man month to develop equipment management system from zero. Begin with little knowledge on PHP and javascript. Understanding mapfile. About 1 week to develop alarm display. Little effort to convert Autocad.dxf to shapefile fgis utility program. Data entry into MapServer is under way.
122 Development About 1 man month to develop equipment management system from zero. Begin with little knowledge on PHP and javascript. Understanding mapfile. About 1 week to develop alarm display. Little effort to convert Autocad.dxf to shapefile fgis utility program. Data entry into MapServer is under way.
123 Development About 1 man month to develop equipment management system from zero. Begin with little knowledge on PHP and javascript. Understanding mapfile. About 1 week to develop alarm display. Little effort to convert Autocad.dxf to shapefile fgis utility program. Data entry into MapServer is under way.
124 Development About 1 man month to develop equipment management system from zero. Begin with little knowledge on PHP and javascript. Understanding mapfile. About 1 week to develop alarm display. Little effort to convert Autocad.dxf to shapefile fgis utility program. Data entry into MapServer is under way.
125 Conclusion Geographic presentation of accelerator is very useful for equipment management. MapServer provides easy way to develop our own google map like system Application development was easy. Data entry requires huge effort.
126 Conclusion Geographic presentation of accelerator is very useful for equipment management. MapServer provides easy way to develop our own google map like system Application development was easy. Data entry requires huge effort.
127 Conclusion Geographic presentation of accelerator is very useful for equipment management. MapServer provides easy way to develop our own google map like system Application development was easy. Data entry requires huge effort.
128 Conclusion Geographic presentation of accelerator is very useful for equipment management. MapServer provides easy way to develop our own google map like system Application development was easy. Especially, very quick development for alarm display system. Data entry requires huge effort.
129 Conclusion Geographic presentation of accelerator is very useful for equipment management. MapServer provides easy way to develop our own google map like system Application development was easy. Data entry requires huge effort.
130 Conclusion Geographic presentation of accelerator is very useful for equipment management. MapServer provides easy way to develop our own google map like system Application development was easy. Data entry requires huge effort. Personal data entry system Everybody can enter data from web.
131 Conclusion Geographic presentation of accelerator is very useful for equipment management. MapServer provides easy way to develop our own google map like system Application development was easy. Data entry requires huge effort. Personal data entry system Everybody can enter data from web. Consumer Generated Media
132 Conclusion Geographic presentation of accelerator is very useful for equipment management. MapServer provides easy way to develop our own google map like system Application development was easy. Data entry requires huge effort. Personal data entry system Everybody can enter data from web. Consumer Generated Media Web 2.0 keyword
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
Analysis & Geoprocessing: Case Studies Problem Solving
Analysis & Geoprocessing: Case Studies Problem Solving Shawn Marie Simpson Federal User Conference 2008 3 Overview Analysis & Geoprocessing Review What is it? How can I use it to answer questions? Case
Integration of GIS with Coastal Simulations for. Real-world Applications
Integration of GIS with Coastal Simulations for Real-world Applications Master of Science, Systems Science Project Report submitted to Department of Computer Science, Louisiana State University Rakesh
Sharing Data Between CAD and GIS Systems. Lien Alpert Phil Sanchez
Sharing Data Between CAD and GIS Systems Lien Alpert Phil Sanchez Session Overview Discuss current CAD strategies Outline ESRI s CAD support Demonstrate techniques for working with CAD data CAD Strategies
Between a Rock and a Hard Place
Between a Rock and a Hard Place Will Cadell & Chris Hermansen Timberline Natural Resource Group Pt 2 1 Challenges: Proprietary Integration Open Source Integration Open Source Application To continue on
WMS Benchmarking 2011
WMS Cadcorp GeognoSIS, Constellation-SDI, GeoServer, Mapnik, MapServer, QGIS Server 1 Executive summary Compare the performance of WMS servers 6 teams In a number of different workloads: Vector: projected
mapserver a completely unbiased overview by paul ramsey I am here to present an unbiased overview of MapServer web mapping server.
mapserver a completely unbiased overview by paul ramsey I am here to present an unbiased overview of MapServer web mapping server. MapServer is strong like ox! MapServer is fast like cheetah! MapServer
Building Java Apps with ArcGIS Runtime SDK
Building Java Apps with ArcGIS Runtime SDK Vijay Gandhi, Elise Acheson, Eric Bader Demo Source code: https://github.com/esri/arcgis-runtime-samples-java/tree/master/devsummit-2014 Video Recording: http://video.esri.com
Fundamentals of ModelBuilder
Fundamentals of ModelBuilder Agenda An Overview of Geoprocessing Framework Introduction to ModelBuilder Basics of ArcToolbox Using ModelBuilder Documenting Models Sharing Models with Others Q & A Geoprocessing
SECTION GEOGRAPHIC INFORMATION SYSTEM (GIS)
PART 1 - GENERAL 1.1 DESCRIPTION SECTION 11 83 01 A. Provide all labor, materials, manpower, tools and equipment required to furnish, install, activate and test a new Geographic Information System (GIS).
HTTP transaction with Graphics HTML file + two graphics files
HTTP transaction with Graphics HTML file + two graphics files Graphics are grids of Pixels (Picture Elements) Each pixel is exactly one color. At normal screen resolution you can't tell they are square.
Quick Guide for ArcReader GIS Installation & Use
Town of Hanover Planning Department Quick Guide for ArcReader GIS Installation & Use For more information, contact the Town Planner, Andrew Port (781-826-7641) or port.planning@hanover-ma.gov System Requirements
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
Design for fireplace setting by Ross Ubergang rossu.com.au. gcadplus User Guide v gcad +
This chapter focuses on the use of common drawing tools needed to create typical landscape drawings. You will learn to use these draw tools by making an accurate, full-size model of a proposal for a space
Geocode an address and plot it on an orthophoto in the coterminous US using MapScript
Open Source Python GIS Hacks Page: 1 Geocode an address and plot it on an orthophoto in the coterminous US using MapScript You want to use Python MapScript to geocode addresses and return a DOQ map with
INTRODUCTION TO COMPUTER GRAPHICS
INTRODUCTION TO COMPUTER GRAPHICS ITC 31012: GRAPHICAL DESIGN APPLICATIONS AJM HASMY hasmie@gmail.com WHAT CAN PS DO? - PHOTOSHOPPING CREATING IMAGE Custom icons, buttons, lines, balls or text art web
A Server-Based Tool for Automating MODFLOW Simulations for Well Permitting Decision Support
Brigham Young University BYU ScholarsArchive All Theses and Dissertations 2012-07-09 A Server-Based Tool for Automating MODFLOW Simulations for Well Permitting Decision Support David J. Jones Brigham Young
in the list below are available in the Pro version of Scan2CAD
Scan2CAD features Features marked only. in the list below are available in the Pro version of Scan2CAD Scan Scan from inside Scan2CAD using TWAIN (Acquire). Use any TWAIN-compliant scanner of any size.
ITP 140 Mobile App Technologies. Images
ITP 140 Mobile App Technologies Images Images All digital images are rectangles! Each image has a width and height 2 Terms Pixel A picture element Screen size In inches Resolution A width and height DPI
Partnering to to Build Better Infrastructure
October 11, 2006 Radio Frequency Interference Application Jon Olenski Utilities GIS Project Manager Partnering to to Build Better Infrastructure Presentation Outline Basin Electric Operations Problem Definition
TEST INFORMATION: 40 questions 50 minutes 70% minimum required to pass. Score is based on a 1000 pt system so passing will be a 700.
ADOBE CERTIFIED ASSOCIATE WORKSHOP!! (PHOTOSHOP WORKSHOP (PHOTOSHOP CS6) TEST INFORMATION: 40 questions 50 minutes 70% minimum required to pass Score is based on a 1000 pt system so passing will be a 700.
Miami University. Physical Facilities Department. CAD Standards. April 2004
Miami University Physical Facilities Department CAD Standards April 2004 1.0.0 OVERVIEW These standards pertain to the use, production and submittal of electronic CAD files at Miami University. They have
A Web Application and Subscription Service for Landsat Forest Area Change Tools (LandsatFACT)
A Web Application and Subscription Service for Landsat Forest Area Change Tools (LandsatFACT) Development Team N.C. Forest Service: David Jones & Brian McLean UNC Asheville s NEMAC: Jim Fox, Derek Morgan,
PAINT Pa and DRAW Dr aw
PAINT Pa and DRAW Dr aw PAINT(BITMAP) e.g. Microsoft PAINT in Windows DRAW (VECTOR) e.g. in MS Office (Word and PowerPoint) 1 Bulb 1 Piece of Wire 1 Battery To open (with Windows open): Start Click on
ExtrAXION. Extracting Drawing data. Benefits.
ExtrAXION Extracting Drawing data ExtrAXION is the simplest and most complete quantity takeoff software tool for construction plans. It has the ability to measure on vector files CAD (dwg, dxf, dgn, emf,
THE THERMOMETRY SYSTEM OF SUPERCONDUCTING MAGNETS TEST BENCH FOR THE NICA ACCELERATOR COMPLEX
Ó³ Ÿ. 2016.. 13, º 5(203).. 939Ä944 ˆ ˆŠ ˆ ˆŠ Š ˆ THE THERMOMETRY SYSTEM OF SUPERCONDUCTING MAGNETS TEST BENCH FOR THE NICA ACCELERATOR COMPLEX E. V. Gorbachev 1, A. E. Kirichenko, G. S. Sedykh, V. I.
A DISTRIBUTED MEASUREMENT SYSTEM FOR POWER QUALITY MONITORING
Article available at http://www.matec-conferences.org or http://dx.doi.org/10.1051/matecconf/20153701015 MATEC Web of Conferences 37, 01015 ( 2015) DOI: 10.1051/ matecconf/ 20153701015 C Owned by the authors,
3.1 Graphics/Image age Data Types. 3.2 Popular File Formats
Chapter 3 Graphics and Image Data Representations 3.1 Graphics/Image Data Types 3.2 Popular File Formats 3.1 Graphics/Image age Data Types The number of file formats used in multimedia continues to proliferate.
Specific structure or arrangement of data code stored as a computer file.
FILE FORMAT Specific structure or arrangement of data code stored as a computer file. A file format tells the computer how to display, print, process, and save the data. It is dictated by the application
LECTURE 03 BITMAP IMAGE FORMATS
MULTIMEDIA TECHNOLOGIES LECTURE 03 BITMAP IMAGE FORMATS IMRAN IHSAN ASSISTANT PROFESSOR IMAGE FORMATS To store an image, the image is represented in a two dimensional matrix of pixels. Information about
Bentley's AECOsim Energy Simulator and What Next for Energy Simulation
Bentley's AECOsim Energy Simulator and What Next for Energy Simulation Drury B. Crawley, Ph.D., FASHRAE, BEMP, FIBPSA 26 January 2013 1 WWW.BENTLEY.COM 2013 Bentley Systems, Incorporated AECOsim Energy
Appendix A ACE exam objectives map
A 1 Appendix A ACE exam objectives map This appendix covers these additional topics: A ACE exam objectives for Photoshop CS6, with references to corresponding coverage in ILT Series courseware. A 2 Photoshop
EDUCATION GIS CONFERENCE Geoprocessing with ArcGIS Pro. Rudy Prosser GISP CTT+ Instructor, Esri
EDUCATION GIS CONFERENCE Geoprocessing with ArcGIS Pro Rudy Prosser GISP CTT+ Instructor, Esri Maintenance What is geoprocessing? Geoprocessing is - a framework and set of tools for processing geographic
Natalia Vassilieva HP Labs Russia
Content Based Image Retrieval Natalia Vassilieva nvassilieva@hp.com HP Labs Russia 2008 Hewlett-Packard Development Company, L.P. The information contained herein is subject to change without notice Tutorial
Using Geoprocessing Services with ArcGIS Web Mapping APIs
Using Geoprocessing Services with ArcGIS Web Mapping APIs Monica Joseph, Scott Murray Please fill session survey. What is a Geoprocessing Service? A geoprocessing service is a set of geoprocessing tools
Bitmap Image Formats
LECTURE 5 Bitmap Image Formats CS 5513 Multimedia Systems Spring 2009 Imran Ihsan Principal Design Consultant OPUSVII www.opuseven.com Faculty of Engineering & Applied Sciences 1. Image Formats To store
Cart Art: Doors. SMALL chassis door file size 12 3/4 x 35 3/4 (included in this should be a 1 black border all the way around)
Cart Art: Left door spec s (Flush-mount skins, when the LEFT door skin is ordered; not a full cart wrap) Products such as: MiniMax, FlexCart, ChromeCart SMALL chassis door file size 12 3/4 x 35 3/4 Models
ALPHASTUDIO XXL AUTOMATED SOLUTION FOR STILL PHOTOGRAPHY, 360 AND VIDEO CUT COSTS INCREASE SALES SPEED UP WORKFLOW
ALPHASTUDIO XXL AUTOMATED SOLUTION FOR STILL PHOTOGRAPHY, 360 AND VIDEO CUT COSTS INCREASE SALES SPEED UP WORKFLOW Let your products stand out! THE IN-HOUSE SOLUTION FOR PROFESSIONAL QUALITY IMAGING Watch
ALPHASTUDIO XXL AUTOMATED SOLUTION FOR STILL PHOTOGRAPHY, 360 AND VIDEO CUT YOUR COSTS SPEED UP WORKFLOW INCREASE YOUR SALES
ALPHASTUDIO XXL AUTOMATED SOLUTION FOR STILL PHOTOGRAPHY, 360 AND VIDEO CUT YOUR COSTS SPEED UP WORKFLOW INCREASE YOUR SALES Watch me in motion! LIVE MODEL PHOTO & VIDEO vimeo.com/orbitvu/inmotion Let
Creating Geoprocessing Services
Esri International User Conference San Diego, California Technical Workshops July 25, 2012 Creating Geoprocessing Services Kevin Hibma, Scott Murray Analysis and Geoprocessing Resource Center Quick Links:
How to Avoid Landmines: Managing your Motion Graphics Projects
How to Avoid Landmines: Managing your Motion Graphics Projects -Richard Harrington, PMP www.rhedpixel.com 703.560.0220 Import Tips Double-Click in Project Window Shift-Click Multiple Items Organize in
Topcon Solutions For Land Parcel Measurement In Agriculture & Forestry. Stefan Naumann
Topcon Solutions For Land Parcel Measurement In Agriculture & Forestry Stefan Naumann Who is Topcon? Within Positioning Various Solutions Requirements for a Solution? Solution = Method or process of solving
ArcGIS Runtime SDK for Java: Building Applications. Eric
ArcGIS Runtime SDK for Java: Building Applications Eric Bader @ECBader Agenda ArcGIS Runtime and the SDK for Java How to build / Functionality - Maps, Layers and Visualization - Geometry Engine - Routing
IDEA Corbel 8. User guide. IDEA Corbel User Guide
IDEA Corbel User Guide IDEA Corbel 8 User guide IDEA Corbel User Guide Content 1.1 Program requirements... 3 1.2 Installation guidelines... 3 2 Basic Terms... 4 3 User interface... 5 3.1 Control of view
National Standard Details Library An Electronic Library of Parametric CAD Details
National Standard Details Library An Electronic Library of Parametric CAD Details James Nyambayo and Robert Amor Building Research Establishment Bucknalls Lane, Garston, Watford, WD2 7JR, UK Phone +44-1923-664168.
Images and Graphics. 4. Images and Graphics - Copyright Denis Hamelin - Ryerson University
Images and Graphics Images and Graphics Graphics and images are non-textual information that can be displayed and printed. Graphics (vector graphics) are an assemblage of lines, curves or circles with
Using the ModelBuilder of ArcGIS 9 for Landscape Modeling
Using the ModelBuilder of ArcGIS 9 for Landscape Modeling Jochen MANEGOLD, ESRI-Germany Geoprocessing in GIS A geographic information system (GIS) provides a framework to support planning tasks and decisions,
e!cmi - web based CATIA Metaphase Interface
e!cmi - web based CATIA Metaphase Interface e!cmi Release 2.0 for CF2.0 User s Manual Copyright 1999, 2000, 2001, 2002, 2003 T-Systems International GmbH. All rights reserved. Printed in Germany. Contact
Designing a WebGIS architecture for aviation impact assessment
UNCLASSIFIED Nationaal Lucht- en Ruimtevaartlaboratorium National Aerospace Laboratory NLR Executive summary Designing a WebGIS architecture for aviation impact assessment Problem area In aviation a lot
Title: The only game in town. Authors: Eric Legge-Smith, Grant McKenzie, Matt Duckham Affiliation: Department of Geomatics, University of Melbourne
Title: The only game in town. Authors: Eric Legge-Smith, Grant McKenzie, Matt Duckham Affiliation: Department of Geomatics, University of Melbourne Intro: The gaming market continues to hold huge potential
1 Li & Drew c Prentice Hall Li & Drew c Prentice Hall 2003
Chapter 3 Graphics and Image Data Representations 3.1 Graphics/Image Data Types 3.2 Popular File Formats 3.3 Further Exploration 3.1 Graphics/Image Data Types The number of file formats used in multimedia
The first part of Module three, data and tools, presents some of the resources available on the internet to get images from the satellites presented
The first part of Module three, data and tools, presents some of the resources available on the internet to get images from the satellites presented in the previous module and some uses of the images,
A Novel Approach for Image Cropping and Automatic Contact Extraction from Images
A Novel Approach for Image Cropping and Automatic Contact Extraction from Images Prof. Vaibhav Tumane *, {Dolly Chaurpagar, Ankita Somkuwar, Gauri Sonone, Sukanya Marbade } # Assistant Professor, Department
W. Jake Kisiel 5710 Bauer Rd Brighton, MI Cell: (517)
W. Jake Kisiel 5710 Bauer Rd Brighton, MI 48116 Email: JakeKisiel@SmartTechnologiesLLC.com Cell: (517)304-9999 Objective: To research and develop new algorithms that enable automobiles to autonomously
WordPress Users Group Manchester, NH July 13, Preparing Images for the Web. Daryl Johnson SvenGrafik
WordPress Users Group Manchester, NH July 13, 2015 Preparing Images for the Web Daryl Johnson SvenGrafik WHY OPTIMIZE IMAGES for WORDPRESS? 1. Page Load Times Matter to Users 2. Image Bloat Puts Search
Multimedia. Graphics and Image Data Representations (Part 2)
Course Code 005636 (Fall 2017) Multimedia Graphics and Image Data Representations (Part 2) Prof. S. M. Riazul Islam, Dept. of Computer Engineering, Sejong University, Korea E-mail: riaz@sejong.ac.kr Outline
Indexed Color. A browser may support only a certain number of specific colors, creating a palette from which to choose
Indexed Color A browser may support only a certain number of specific colors, creating a palette from which to choose Figure 3.11 The Netscape color palette 1 QUIZ How many bits are needed to represent
Convert images and non-vector PDFs
Convert images and non-vector PDFs Free Addon integrated into progecad for vectorization CAD Solutions www.progesoft.com Ver. 2.0 P a g i n a 2 Index Index... 2 Introduction... 3 Contacts... 3 When is
Multimedia-Systems: Image & Graphics
Multimedia-Systems: Image & Graphics Prof. Dr.-Ing. Ralf Steinmetz Prof. Dr. Max Mühlhäuser MM: TU Darmstadt - Darmstadt University of Technology, Dept. of of Computer Science TK - Telecooperation, Tel.+49
User Guide. for. Easy CAD Viewer
User Guide for Easy CAD Viewer Product Brief A brief introduction to Easy CAD Viewer by Benzsoft Corporation Benzsoft is proud to release Easy CAD Viewer software, with which, you can open, view, and
Lecture #2: Digital Images
Lecture #2: Digital Images CS106E Spring 2018, Young In this lecture we will see how computers display images. We ll find out how computers generate color and discover that color on computers works differently
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
Introduction to Photoshop: Basic Editing & Prepare Images for the Web
Introduction to Photoshop: Basic Editing & Prepare Images for the Web 1 LEARNING OBJECTIVES Basic tools in Photoshop & Use of Bridge Prepare images for print and web use TOPICS COVERED Photoshop Interface
raw format format for capturing maximum continuous-tone color information. It preserves all information when photograph was taken.
raw format format for capturing maximum continuous-tone color information. It preserves all information when photograph was taken. psd files (photoshop default) layered photoshop continuous-tone (photograph)
Matthew Grossman Mentor: Rick Brownrigg
Matthew Grossman Mentor: Rick Brownrigg Outline What is a WMS? JOCL/OpenCL Wavelets Parallelization Implementation Results Conclusions What is a WMS? A mature and open standard to serve georeferenced imagery
Scaffolding Software iscaf - Design v New Features. December 2015
Scaffolding Software iscaf - Design v 6.50 December 2015 2010-2015 iscaf - Design : 6.5 (December, 2015) Patch Upgrades This is our new method to deliver quick incremental upgrades to our clients without
Yamamoto, Yuta, Jeong, Jong-Hyeok Author(s) aka.
Kochi University of Technology Aca Establishing Spatial Database for Title with GPS Digital Camera Yamamoto, Yuta, Jeong, Jong-Hyeok Author(s) aka Society for Social Management Sys Citation ournal, 3(1)
Welcome Back to Fundamentals of Multimedia (MR412) Fall, 2012 Chapter 3. ZHU Yongxin, Winson
Welcome Back to Fundamentals of Multimedia (MR412) Fall, 2012 Chapter 3 ZHU Yongxin, Winson zhuyongxin@sjtu.edu.cn Chapter 3 Graphics and Image Data Representations 3.1 Graphics/Image Data Types 3.2 Popular
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
12 Common Image Formatting Mistakes To Avoid On Your Website
12 Common Image Formatting Mistakes To Avoid On Your Website https://designschool.canva.com/blog/12-common-image-formatting-mistakes-avoid-website/ It s been said that a picture is worth a thousand words
VEPP-2000 COLLIDER CONTROL SYSTEM*
VEPP-00 COLLIDER CONTROL SYSTEM* A.Senchenko 1,#, D.Berkaev 1,2, O.Gorbatenko 1, A.Kasaev 1, I.Koop 1,2, V.Kozak 1, A.Kyrpotin 1, A. Lysenko 1, Yu. Rogovsky 1,2, A.Romanov 1, P. Shatunov 1, A. Stankevich
CMPT 165 INTRODUCTION TO THE INTERNET AND THE WORLD WIDE WEB
CMPT 165 INTRODUCTION TO THE INTERNET AND THE WORLD WIDE WEB Unit 5 Graphics and Images Slides based on course material SFU Icons their respective owners 1 Learning Objectives In this unit you will learn
Touristic Virtual Environment of Tunguragua Province
http://www.ierek.com/press ISSN (Print: 2537-0154, online: 2537-0162) International Journal on: The Academic Research Community Publication Touristic Virtual Environment of Tunguragua Province O. E. Paredes
RESEARCH ON THE KEY TECHNIQUES OF REMOTE SENSING INFORMATION MOBILE SERVICES
RESEARCH ON THE KEY TECHNIQUES OF REMOTE SENSING INFORMATION MOBILE SERVICES Yuefeng Liu, Min Lu, Ting Liu, Hanyu Xiang Institute of RS&GIS, Peking University, Beijing 100871, China yuefengliu@pku.edu.cn
Mid_Term_Review_PhotoShop_Design Test B Name
Mid_Term_Review_PhotoShop_Design Test B Name Multiple Choice Identify the choice that best completes the statement or answers the question. 1. Photoshop uses a mathematical process called when it changes
GSD-Mountain Map, raster format
1(6) Date: Document version: 2016-12-16 1.6 Product description: GSD-Mountain Map, raster format LANTMÄTERIET 2016-12-16 2 (6) List of content 1 General description... 3 1.1 Contents... 3 1.2 Geographic
Spatial Analysis with ArcGIS Pro. Krithica Kantharaj, Esri
Spatial Analysis with ArcGIS Pro Krithica Kantharaj, Esri What is analysis? Analysis transforms raw data into information or knowledge Spatial analysis does this for geographic or spatial data Who? What?
Scalable Computing: Practice and Experience Volume 9, Number 2, pp
Scalable Computing: Practice and Experience Volume 9, Number 2, pp. 95 100. http://www.scpe.org ISSN 1895-1767 c 2008 SCPE SIMULATION MODELS OF NATURAL DISASTERS AND SERVICE-BASED VISUALIZATION OF THEIR
Making Professional Quality Scientific Figures: Part 1 The Essentials
Making Professional Quality Scientific Figures: Part 1 The Essentials RESOURCES: http://www.people.fas.harvard.edu/~draft/thesisworkshop/ PDF of this presentation PDF of instructions for image manipulation
B.Digital graphics. Color Models. Image Data. RGB (the additive color model) CYMK (the subtractive color model)
Image Data Color Models RGB (the additive color model) CYMK (the subtractive color model) Pixel Data Color Depth Every pixel is assigned to one specific color. The amount of data stored for every pixel,
System Design of a Simulation System for Hazardous. Chemicals Leakage
System Design of a Simulation System for Hazardous Chemicals Leakage Yajie Zhu 1, Qi Li 1, Huanfa Chen 1 1 Institute of Remote Sensing and GIS, Peking University, Beijing, China. Telephone: +86 13331159023
1. Using Images on Web Pages 2. Image Formats 3. Bitmap Image Formats
CMPT 165 INTRODUCTION TO THE INTERNET AND THE WORLD WIDE WEB By Hassan S. Shavarani UNIT5: GRAPHICS 1 TOPICS 1. Using Images on Web Pages 2. Image Formats 3. Bitmap Image Formats 2 THE TAG EXAMPLE
ALPHASHOT MICRO IN-HOUSE MACRO PHOTOGRAPHY STUDIO CUT COSTS INCREASE SALES SPEED UP WORKFLOW
ALPHASHOT MICRO IN-HOUSE MACRO PHOTOGRAPHY STUDIO CUT COSTS INCREASE SALES SPEED UP WORKFLOW Let your products shine! IN-HOUSE SOLUTION FOR MACRO PHOTOGRAPHY ALPHASHOT MICRO A compact solution made for
Developing Multimedia Assets using Fireworks and Flash
HO-2: IMAGE FORMATS Introduction As you will already have observed from browsing the web, it is possible to add a wide range of graphics to web pages, including: logos, animations, still photographs, roll-over
Raster Image File Formats
Raster Image File Formats 1995-2016 Josef Pelikán & Alexander Wilkie CGG MFF UK Praha pepca@cgg.mff.cuni.cz http://cgg.mff.cuni.cz/~pepca/ 1 / 35 Raster Image Capture Camera Area sensor (CCD, CMOS) Colours:
Using Imagery for Intelligence Analysis. Jim Michel Renee Bernstein
Using Imagery for Intelligence Analysis Jim Michel Renee Bernstein Deriving Value from GIS and Imagery Capabilities Evolved Along Separate but Parallel Paths GIS Imagery brings value Imagery Contextual
Scaffolding Software iscaf - Design v6.50. New Features. August 2015
Scaffolding Software iscaf - Design v6.50 August 2015 2010-2015 iscaf - Design : 6.5 (August, 2015) Windows 10 No Problem! All our software runs on Windows 10. iscaf is also optimized for 64-bit operating
EFFICIENT IMPLEMENTATIONS OF OPERATIONS ON RUNLENGTH-REPRESENTED IMAGES
EFFICIENT IMPLEMENTATIONS OF OPERATIONS ON RUNLENGTH-REPRESENTED IMAGES Øyvind Ryan Department of Informatics, Group for Digital Signal Processing and Image Analysis, University of Oslo, P.O Box 18 Blindern,
Welcome to another edition of Getting the Most. out of IBM U2. I'm Kenny Brunel, and I'll be your host for
BRUNEL: Welcome to another edition of Getting the Most out of IBM U2. I'm Kenny Brunel, and I'll be your host for today's topic. Today, we'll take a look at IBM U2's implementation of Microsoft's.NET framework.
Office of Physical Resources & Planning
Office of Physical Resources & Planning www.oprp.fas.harvard.edu Centerstone Quick Tips Self-service for FAS Space and Building Floorplans Space Management and Planning Contacts: Celia Kent, Director,
Lab Exercise 6: Vector Spatial Analysis
Massachusetts Institute of Technology Department of Urban Studies and Planning 11.520: A Workshop on Geographic Information Systems 11.188: Urban Planning and Social Science Laboratory Lab Exercise 6:
MOTION GRAPHICS BITE 3623
MOTION GRAPHICS BITE 3623 DR. SITI NURUL MAHFUZAH MOHAMAD FTMK, UTEM Lecture 1: Introduction to Graphics Learn critical graphics concepts. 1 Bitmap (Raster) vs. Vector Graphics 2 Software Bitmap Images
CAD / CAM / CAE Services. Parikh Info Solutions Pvt. Ltd.
CAD / CAM / CAE Services Parikh Info Solutions Pvt. Ltd. About Us Established in 1998, PISPL has built a reputed name in the market. Our highly experienced and trained team ensures the highest quality
News Release for the powerful Rollform Software
COPRA RF 2003 News Release for the powerful Rollform Software COPRA Explorer 1) Completely new Roll and Flower Browser COPRA RF 2002 already included the COPRA Explorer in a first version, but the way
A COMPLETE GUIDE WORKBOOK
A COMPLETE GUIDE WORKBOOK Step 1: Self Assessment Open your Google and search for a DISC personality test. Or if you like you can go to http://123test.com. Their exam is shorter but you will get a glimpse
Multiplayer Game Design: Performance Enhancement with Employment of Novel Technology
Multiplayer Game Design: Performance Enhancement with Employment of Novel Technology B. M. Monjurul Alom Assessment Research Centre Melbourne Graduate School of Education The University of Melbourne Claire
Programme TOC. CONNECT Platform CONNECTION Client MicroStation CONNECT Edition i-models what is comming
Bentley CONNECT CONNECT Platform MicroStation CONNECT Edition 1 WWW.BENTLEY.COM 2016 Bentley Systems, Incorporated 2016 Bentley Systems, Incorporated Programme TOC CONNECT Platform CONNECTION Client MicroStation
GRAPHIC DRAWING epoint.edu.vn GRAPHIC DRAWING. page 1 / 6
page 1 / 6 page 2 / 6 graphic drawing pdf The Graphic Organizer is the premier web site for information about graphic organizers concept maps and visual tools. Free Graphic Organizers Online - A Comprehensive
Smart 3D Plant/Outfitting Curriculum Path & Training Guidelines
Smart 3D Plant/Outfitting Curriculum Path & Training Guidelines Intergraph PPM recommends that new Smart 3D plant/outfitting users select one of the following training tracks described below. 1. System
SMAP Hands-On. ARSET Applied Remote Sensing Training. Jul. 20,
National Aeronautics and Space Administration ARSET Applied Remote Sensing Training http://arset.gsfc.nasa.gov @NASAARSET SMAP Hands-On Jul. 20, 2016 www.nasa.gov Outline 1. Data products overview 2. Discovering