Remote curation and outreach: examples from the NCSU Insect Museum GigaPan Project
|
|
|
- Kelly Nash
- 9 years ago
- Views:
Transcription
1 Carnegie Mellon University Research CMU Fine International Conference on Gigapixel Imaging for Science Conferences and Events Remote curation and outreach: examples from the NCSU Insect Museum GigaPan Project Matthew A. Bertone North Carolina State University Insect Museum Andrew R. Deans North Carolina State University Insect Museum Follow this and additional works at: Published In Proceedings of the Fine International Conference on Gigapixel Imaging for Science. This Conference Proceeding is brought to you for free and open access by the Conferences and Events at Research CMU. It has been accepted for inclusion in Fine International Conference on Gigapixel Imaging for Science by an authorized administrator of Research CMU. For more information, please contact [email protected].
2 Remote curation and outreach: examples from the NCSU Insect Museum GigaPan Project Matthew A. Bertone NCSU Insect Museum, North Carolina State University, Raleigh, NC, Andrew R. Deans NCSU Insect Museum, North Carolina State University, Raleigh, NC, ABSTRACT Insect specimens preserved in publicly accessible, permanent collections are integral data resources for researchers and a valuable tool for engaging the public about biology. Natural history museum policies intended to protect specimens from damage, however, usually prevent people from accessing these insects in meaningful ways. We propose using the GigaPan system as part of a larger collection digitization effort to enable virtual exploration of our specimen holdings through high-quality images of all of our insect drawers (~2,700 in total). We envision at least two outcomes from this process: a) researchers worldwide will be able to remotely identify insect specimens and/or read their associated data labels, and b) nonentomologists will gain a new resource with which to learn about insect diversity, biology, and structure, as well as museum science more generally. Capturing the dialog from these two processes, as annotations, snapshots, s, and other correspondence, will lead to iterative improvement of our collection, more efficient loan requests, more informed specimen donations, and highly effective outreach experiences. Keywords Insecta, specimens, collection, Canon G11, entomology, outreach INTRODUCTION Formally established in 1952, the NCSU Insect Museum maintains one of the two largest collections of insects in the southeastern United States, while serving as a resource for leading-edge research, innovative training, and inspiring outreach. The Insect Museum provides critical specimen-based information that is actively used to confirm identifications, to understand insect distributions through time (especially the decline of sensitive species and the expansion of exotics), to document the diversity of insect phenotypes, and to elucidate patterns of evolution. Insect specimens are fragile and should not be exposed to adverse environmental conditions or unnecessary handling, including the movement and opening of drawers. As such, and consistent with the policies of most research collections, the Insect Museum is only open by appointment. Browsing our holdings for educational and/or research purposes remains impossible without physical access to the cabinets. We intend to image all 2,700 drawers of pinned specimens housed in the Insect Museum using GigaPan technology and to avail the subsequent images in a way that permits virtual browsing and annotation. We predict that remote curation and outreach will result (minimally) in higher quality and more frequent taxonomic determinations (i.e., identification), more precise loan requests, more informed donations, and a broader reach for educating the public about insects. MATERIALS & METHODS Equipment In this ongoing effort we employ a GigaPan EPIC 100, oriented horizontally on a copy stand and outfitted with a Canon G11 camera. We retrofitted the GigaPan with an A/C adapter (1) and bought a commercial A/C adapter for the Canon. Our lighting needs are satisfied by duel Interfit Super Cool-Lite 9 lights, each with nine 28W compact-fluorescent bulbs. These bulbs produce continuous daylight spectrum ( K). The complete imaging station is illustrated in Figure 1. Future enhancements may include an X-Y rig for positioning the camera directly above the drawer at every image position. We will also evaluate options for integrating a digital SLR camera into the workflow, depending on the long-term quality and utility of our current system. 1
3 Settings Camera settings were selected based on those described on the GigaPan website (2), with the white balance set to daylight fluorescent (best balance for the lighting described above) and the field of view (FOV) for the Canon G11 set to 11.5º on the GigaPan unit. The distance of the GigaPan unit (plus camera) was set at about 40 cm above the insect drawer to optimize the quality of the images (at full optical zoom), while reducing curvature. This distance also allows for sharp enough/close enough images of the specimens while keeping the number of photos (n=35) manageable with respect to time and storage capabilities. Imaging Workflow Drawers are placed within the confines of a custom jig on the copy stand, and the lid is removed. To prevent white space from interfering with the camera s ability to focus, a Kodak Tiffen Color Separation Guide (ASIN: B00009R7G9; trimmed to fit inside a unit tray) and printed matter are placed inside empty unit trays (see Figures 2-3). The Epic 100 is then engaged, using the Last Panorama function (unless the image area needs to be modified), and all photos (n=35, usually) are delivered directly onto our PC from the camera. Stitching is initiated using GigaPan stitcher software (version ) either immediately before the drawer is processed, labeled as imaged, and deposited back in the collection, or as a batch job overnight. Stitched sets are stored locally, backed up by external hard drives, until they can be delivered to the GigaPan website or published on our own server. Figure 4 illustrates a typical drawer image, while Figure 5 shows how specialty drawers can be assembled and imaged to show insects by theme (in this case the diversity of the four largest insect orders). RESULTS & DISCUSSION Though we are only in the beginning stages of this project, tangible results are already becoming apparent. As of 28 June 2010 more than 300 drawers have been imaged, each taking approximately 10 minutes to complete (excluding stitching, which varies depending on the computer processing speed). Twenty-one of these drawer images have been exposed through the GigaPan website (e.g., which yielded both expected and unanticipated results: Unsolicited, remote curation happens. Word of our insect drawer images spread quickly amongst insect systematists, and we very quickly received communications that enhanced our holdings. In one incident, a taxonomist at a natural history museum in Ottawa, ON, 837 miles north of the Insect Museum, determined a series of froghopper specimens (Hemiptera: Cercopidae) in an unsorted insects drawer (Figure 8). In another incident, a world bumble bee (Hymenoptera: Apidae: Bombus) expert was able to provide a species name for an undetermined specimen (Figure 6). Data enrichment happens. An unanticipated outcome of this project is the linking of specimen snapshots to panoramas of their locality/habitat (based on label information). Unsolicited, a GigaPan user took a panorama of the cloud forest habitat in Costa Rica where one of our leafhopper specimens was collected (linked through a snapshot) (Figure 7). The practical applications of these data are plentiful, including using the panorama of the habitat to estimate plant diversity related to insect specimens or change in habitat over time. Unsolicited, expert curatorial advice happens. Taxonomists perused our available images, including our entire Fulgoroidea collection, and provided us with corrected determinations and advice regarding the future reorganization of our collection. We successfully reached out and engaged non-experts. Non-entomologists commented on artistic representation (3; Really like the way the labels, pins and beetles all come together from this angle ), made humorous comments about the insect specimens (4; I would call this a Fu Manchu beetle! ), and asked us questions about insect biology (5; Please explain in objective scientific but lay-understandable detail: whether insects can a) suffocate, and/or B) feel pain ). Gigapans enable informed donations. A world expert has contacted us to say she is using our GigaPan images to better understand our current holdings, so that she can then divide up her personal collection between natural history museums more efficiently. She wants to maximize the taxonomic coverage of her donation to our museum. Another result that is perhaps less tangible, or at least difficult to measure using discreet performance metrics, is the buzz that this project has generated amongst our entomologist and museum colleagues. Most experts readily recognize the utility of drawer GigaPans, and the project has triggered several conversations about how to extend their outreach and research potential, as well as their ability to increase institutional awareness (both internally and externally). CONCLUSIONS The GigaPan system appears to be a user-friendly, efficient, and effective way to digitize insect specimens, and we anticipate that this technology will be tested extensively as part of the upcoming national effort to rescue natural history collections from a largely analog environment (6). The GigaPan website serves as a suitable repository for these images for now, given 2
4 the established infrastructure, tools, and support. We are also exploring more biological relevant image archives (e.g., that have formal connections to biological ontologies (7), taxonomic name databases (8), specimen data (9), genetic data (10), and more sophisticated annotation capabilities. Future research using the complete GigaPan image set may focus on automated methods for text extraction (e.g., label data), species recognition (i.e., image recognition), crowdsourced digitization, and unsupervised machine learning exercises. FIGURES Figure 1. GigaPan setup for imaging insect drawers. 3
5 Figures 2-3. White space fillers. 2) Kodak color standard (left) and 3) narrative about the project. 4
6 Figure 4. GigaPan image of a typical insect drawer filled with pinned plant hopper specimens (Hemiptera: Flatidae); for more details visit the original image: 5
7 Figure 5. GigaPan image of a specialty drawer illustrating the diversity of the four largest orders of insects (Hymenoptera, Coleoptera, Lepidoptera and Diptera) specialty drawers can be used to display insects in different ways for outreach purposes; for more details visit the original image: 6
8 Figure 6 (left). This snapshot of a bumble bee demonstrates the utility of GigaPan images for remote determination of specimens. Though one cannot see its labels, the diagnostic features are easily visible. See snapshots for detailed explanation: Figure 7 (right). The specimen in this snapshot is likely too small for remote determination through a GigaPan of this resolution, but one can read almost the entire contents of its collecting event label. A fellow GigaPan user read the label and then proceeded (unsolicited) to GigaPan the Costa Rican cloud forest habitat where this specimen was collected: Figure 8. A series of froghopper (Hemiptera: Cercopidae) specimens that were determined remotely (unsolicited) as belonging to Microsargane vittata (Fowler) and then re-curated based on that expert annotation. 7
9 ACKNOWLEDGMENTS Funding for this digitization effort was provided by the National Science Foundation (DBI ; A. R. Deans and B. M. Wiegmann, PIs). We thank Bob Blinn, Tanner Stanfield, Kelly Dew, and Lydia Abernethy for their industrious efforts to prepare and image the pinned insect collection. We also thank Mary Jo Knelly (CREATE Lab at the Robotics Institute, Carnegie Mellon University) for engaging us in the early stages of our project and for providing links to resources and advice. REFERENCES 1. Sargent, R., Denning, S. and Bertone, M. (2010) Using an external power adapter with your GigaPan. Available: Accessed 16 June 2010, 15: GigaPan Systems. (2010) User Guide for Gigapan Epic and Epic 100. Available: Accessed 22 June : Insect Drawer (scarabs) Take 2 GigaPan Insect Drawer (scarabs) Take 2 GigaPan Flatidae - drawer 4 GigaPan NESCent Digitization Workshops Participants (2010) A Strategic Plan for Establishing a Network Integrated Collections Alliance. Available: Accessed 16 June 2010, 15: Yoder M. J., Seltmann K. C., I. Mikó, M. A. Bertone, and A. R. Deans. (2010) Hymenoptera Anatomy Ontology: 8. Integrated Taxonomic Information System (ITIS) Accessed 22 June : Global Biodiversity Information Facility (GBIF) Accessed 22 June : Benson D.A., Karsch-Mizrachi I., Lipman D. J., Ostell J., Wheeler D. L. (2008) GenBank. Nucleic Acids Research 2008 Jan; 36 (Database issue): D Epub 2007 Dec 11. 8
Digitization in the Pacific. Larry M. Page PD, idigbio Curator, FLMNH
Digitization in the Pacific Larry M. Page PD, idigbio Curator, FLMNH Advancing Digitization of Biodiversity Collections (ADBC) Coordinating center for the nationaleffort to digitize natural history collections
Generally no more than 6 lines of data should be on a single label.
Arrangement and Procedures for the Entomological Museum of the Tom Ridge Environmental Center at Presque Isle Arrangement of Orders and Families: The Entomological Museum in the Tom Ridge Environmental
The GigaPan Hallway Project
Carnegie Mellon University Research Showcase @ CMU Fine International Conference on Gigapixel Imaging for Science Conferences and Events 11-2010 The GigaPan Hallway Project K.W. Bridges University of Hawaii
pb tec solutions GmbH, Max-Planck-Str. 11, 63755 Alzenau (Germany) Tel.: +49 6023 94771 0 Fax: +49 6023 94771 29 www.pbtecsolutions.
pb tec solutions GmbH, Max-Planck-Str. 11, 63755 Alzenau (Germany) Tel.: +49 6023 94771 0 Fax: +49 6023 94771 29 www.pbtecsolutions.de [email protected] Model Description AOI systems MV-3 MV-6E/EM
Environment and Natural Resources Trust Fund (ENRTF) M.L. 2015 Work Plan
Date of Report: 15 October 2015 Date of Next Status Update Report: 31 December 2015 Date of Work Plan Approval: Project Completion Date: 30 June 2018 Does this submission include an amendment request?
Specimen Labels v. 09/2002
Division of Arthropods Museum of Southwestern Biology The University of New Mexico Specimen Labels v. 09/2002 All arthropod museum specimens must be properly labeled as to geographic collection locality,
Data Registry Workshop Report
Data Registry Workshop Report Background A Joint Working Group on Data Sharing and Archiving (JWG), representing major professional societies that publish ecology, evolution, and organismal biology journals,
Mobile Computing: the Next Decade
Mobile Computing: the Next Decade Mahadev Satyanarayanan School of Computer Science Carnegie Mellon University 1 Early-90s Dream of Mobile Computing 2 Phenomenal Hardware Progress Compaq ipaq ~ 1999 IBM
Digital Stewardship Education at the Graduate School of Library & Information Science, Simmons College
Digital Stewardship Education at the Graduate School of Library & Information Science, Simmons College Martha Mahard and Ross Harvey Graduate School of Library & Information Science Simmons College Boston,
UCM-MACB 2.0: A COMPLUTENSE UNIVERSITY VIRTUAL HERBARIUM PROJECT
UCM-MACB 2.0: A COMPLUTENSE UNIVERSITY VIRTUAL HERBARIUM PROJECT A. Avalos, A. Barrera, J.M. Gabriel y Galán, T. Gallardo, A. Gómez, J.M. Hernández, R. Lahoz, P. López, N. Marcos, L. Martin, A. G.Moreno,
XIS-3420/XIS-31HCX XIS-3310/XIS-31NT Wide Area Monitoring Solutions
XIS-3420/XIS-31HCX XIS-3310/XIS-31NT Wide Area Monitoring Solutions Wide Area Monitoring Monitor Your Grounds, Borders, and Key Facilities with a Sony Wide Area Monitoring (WAM) Solution - Which can help
Discover Entomology. Discover Entomology. A Science, a Career, a Lifetime. A Science, a Career, a Lifetime
Discover Entomology A Science, a Career, a Lifetime Discover Entomology A Science, a Career, a Lifetime What is Entomology? Entomology is the study of insects. Entomologists study bees, ants, beetles,
MFC Mikrokomerc OFFER
MFC Mikrokomerc OFFER Belgrade, November 2011 1 Contents About the Company... 3 MFC Services... 4 Scanning Documents Digitizing... 4 Microfilming Documentation... 5 Documents Storage... 6 MFC Products...
CircumSpect 360 Degree Imaging and Inspection Technology Overview
CircumSpect 360 Degree Imaging and Inspection Technology Overview Prepared by: Machine Vision Consulting, Inc. Contact: Joe Gugliotti 7 Old Towne Way Sturbridge, MA 01518 (978) 551-4160 [email protected]
Joan Thorne (Editor, Zoological Record) BIOSIS UK, 54 Micklegate, York, North Yorkshire YO1 6WF, U.K. (e-mail: [email protected].
Zoological Record and registration of new names in zoology Joan Thorne (Editor, Zoological Record) BIOSIS UK, 54 Micklegate, York, North Yorkshire YO1 6WF, U.K. (e-mail: [email protected]) Abstract.
Imaging and Bioinformatics Software
Imaging and Bioinformatics Software Software Overview 242 Gel Analysis Software 243 Ordering Information 246 Software Overview Software Overview See Also Imaging systems: pages 232 237. Bio-Plex Manager
Environment and Natural Resources Trust Fund 2016 Request for Proposals (RFP)
Project Title: Total Project Budget: Environment and Natural Resources Trust Fund 2016 Request for Proposals (RFP) Scientific Asset Management: Digital Preservation for Future Generations Category: Proposed
3D SCANNING: A NEW APPROACH TOWARDS MODEL DEVELOPMENT IN ADVANCED MANUFACTURING SYSTEM
3D SCANNING: A NEW APPROACH TOWARDS MODEL DEVELOPMENT IN ADVANCED MANUFACTURING SYSTEM Dr. Trikal Shivshankar 1, Patil Chinmay 2, Patokar Pradeep 3 Professor, Mechanical Engineering Department, SSGM Engineering
E-Content Service Group Virtual Meeting. Digital Preservation: How to Get Started
E-Content Service Group Virtual Meeting Digital Preservation: How to Get Started Slide 2 of 17 Agenda Committee Members E-Content Purpose Presentation by Greg Zick Questions Discussion for May Meeting
The preliminary design of a wearable computer for supporting Construction Progress Monitoring
The preliminary design of a wearable computer for supporting Construction Progress Monitoring 1 Introduction Jan Reinhardt, TU - Dresden Prof. James H. Garrett,Jr., Carnegie Mellon University Prof. Raimar
Kaseya 2. User Guide. Version 1.0
Kaseya 2 Kaseya Service Desk User Guide Version 1.0 April 19, 2011 About Kaseya Kaseya is a global provider of IT automation software for IT Solution Providers and Public and Private Sector IT organizations.
Most of the final work preparing the collection will be done at home once you learn preparation techniques in science lab. WHAT IS AN INSECT?
INSECT COLLECTING INSTRUCTIONS SEVENTH GRADE SCIENCE INSECT PROJECT The first unit that you will study in science in the fall is entomology. This is a study of insects and includes preparing an insect
SentryScope. Achieving Ultra-high Resolution Video Surveillance through Linescan Camera Technology. Spectrum San Diego, Inc. 10907 Technology Place
SentryScope Achieving Ultra-high Resolution Video Surveillance through Linescan Camera Technology Spectrum San Diego, Inc. 10907 Technology Place San Diego, CA 92127 858 676-5382 www.sentryscope.com Introduction
The Key Elements of Digital Asset Management
The Key Elements of Digital Asset Management The last decade has seen an enormous growth in the amount of digital content, stored on both public and private computer systems. This content ranges from professionally
Navigating to Success: Finding Your Way Through the Challenges of Map Digitization
Presentations (Libraries) Library Faculty/Staff Scholarship & Research 10-15-2011 Navigating to Success: Finding Your Way Through the Challenges of Map Digitization Cory K. Lampert University of Nevada,
The Australian War Memorial s Digital Asset Management System
The Australian War Memorial s Digital Asset Management System Abstract The Memorial is currently developing an Enterprise Content Management System (ECM) of which a Digital Asset Management System (DAMS)
Mobile Admin Real-time Dashboard and Notification System
Real-time Dashboard and Notification System Introduction Mobile technology is advancing quickly, and as it improves it increasingly promotes an environment focused on the needs of the mobile user. From
First Annual Centennial Strategy for. Yucca House National Monument
First Annual Centennial Strategy for Yucca House National Monument August 2007 Year: 2007 Vision Statement Yucca House National Monument was set aside in 1919 to preserve an unexcavated Ancestral Puebloan
// SUPER technology for precise web viewing: SUPER HANDYScan 4000. Be inspired. Move forward.
// SUPER technology for precise web viewing: SUPER HANDYScan 4000. Be inspired. Move forward. // QUALITY: RELIABLY PROTECTED. PRODUCTIVITY: SUSTAINABLY INCREASED. Web viewing that sets standards: BST SUPER
ECU Libraries Joint Strategic Plan 2014-19
ECU Libraries Joint Strategic Plan 2014-19 Joyner Library mission: Joyner Library is the intellectual heart of East Carolina University. We serve ECU s campus and distance education communities, act as
Zoom Plug-ins for Adobe
= Zoom Plug-ins for Adobe User Guide Copyright 2010 Evolphin Software. All rights reserved. Table of Contents Table of Contents Chapter 1 Preface... 4 1.1 Document Revision... 4 1.2 Audience... 4 1.3 Pre-requisite...
Starting from Scratch: How to Create a Museum Archives
Purdue University Purdue e-pubs Libraries Research Publications 12-28-2006 Starting from Scratch: How to Create a Museum Archives Sammie L. Morris Purdue University, [email protected] Follow this and
24/7 Monitoring with Watchport/V USB Camera and Software (Comprehensive Motion Detection, Monitoring and Alerts: Local PC, LAN PC or WWW)
24/7 Monitoring with Watchport/V USB Camera and Software (Comprehensive Motion Detection, Monitoring and Alerts: Local PC, LAN PC or WWW) Maximum Flexibility; Maximum Coverage Contents I. Overview 3 II.
Digital Multifunctional System
Digital Multifunctional System FAX A Slender Profile that Fits in Readily Smart, versatile, and surprisingly compact. The AM-400 from SHARP is the multifunction solution that blends seamlessly with your
WHAT SHOULD NSF DATA MANAGEMENT PLANS LOOK LIKE
WHAT SHOULD NSF DATA MANAGEMENT PLANS LOOK LIKE Bin Ye, College of Agricultural and Life Sciences University of Wisconsin Diane Winter, Inter-university Consortium for Political and Social Research (ICPSR),
What s New in Version Cue CS2
Mac OS X, version 10.3/Microsoft Windows 2000/Windows XP Version Cue CS2 What s New in Version Cue CS2 Version Cue CS2 is a feature of Adobe Creative Suite 2 Overview Creative professionals spend at least
'Developments and benefits of hydrographic surveying using multispectral imagery in the coastal zone
Abstract With the recent launch of enhanced high-resolution commercial satellites, available imagery has improved from four-bands to eight-band multispectral. Simultaneously developments in remote sensing
Center for Urban Ecology Strategic Plan
January 2004 1 Center for Urban Ecology Strategic Plan Science and Service through Partnerships Mission The Center for Urban Ecology is an interdisciplinary team that provides scientific guidance, technical
Application Example: Quality control of sheet metal components
Application Example: Quality control of sheet metal components Optical 3D measuring techniques and inspection software for quality control of sheet metal components Measuring system: ATOS Keywords: Sheet
UNIVERSITY OF NAMIBIA
UNIVERSITY OF NAMIBIA SCHOLARLY COMMUNICATIONS POLICY FOR THE UNIVERSITY OF NAMIBIA Custodian /Responsible Executive Responsible Division Status Recommended by Pro Vice-Chancellor: Academic Affairs and
McConnell Library Strategic Plan April 2011
McConnell Library Strategic Plan April 2011 The resources and services you seek in the place you want to be! 1 McConnell Library: A Brief Overview From the moment that students first attended classes at
CONFLICT RESOLUTION DAY. Checklist
Checklist Frequently Asked Questions Action Plan Ten Tips for Event Organizers Activities List The Media Connection Tips for publicizing your event Press Release template School Proclamation and Pledge
An Integrated Digital Environment Enhancing Medical Education
An Integrated Digital Environment Enhancing Medical Education Tinko Stoyanov, Petya Dicheva Abstract: The paper describes the concept and the work on developing an integrated digital environment for dataflow
State of Michigan Document Imaging Guidelines
State of Michigan Document Imaging Guidelines Responsibility of Source Document Owners to Monitor the Work With limited human resources, the time it takes to maintain, process, and store records is becoming
EDS - Electrical Document Storage the solution to the paper problem. Despite all of the advances made in the electronic communication and storage of information, paper is still a major part of business.
How Much Does Acid Rain Hinder the Growth Height of Brassica rapa Plants Without Other Environmental Stressors?
How Much Does Acid Rain Hinder the Growth Height of Brassica rapa Plants Without Other Environmental Stressors? Author(s) Redacted Abstract: Brassica rapa plants are one of many plants in the environment
The Image and Document Management System for Microscopy
The Image and Document Management System for Microscopy Image and Document Management at a Glance The Image and Document Management System ImageAccess is a Windows based software tool for acquisition,
RARE PLANTS AND BOTANICALLY SIGNIFIGANT ASSEMBLAGES
Guidelines for Rare Plant Surveys Edited by Diana Bizecki Robson INTRODUCTION With the recent protection of some of Saskatchewan s rare plants under The Wildlife Act, industry will be required to conduct
WORKFLOW MANAGEMENT FOR THE CLINICAL RADIOLOGY
RADIOLOGY WORKFLOW SOLUTIONS WORKFLOW MANAGEMENT FOR THE CLINICAL RADIOLOGY RADIOLOGY WORKFLOW MANAGEMENT OPTIMISED WORKFLOW MAXIMUM EFFICIENCY medavis. Your trusted partner for workflow management in
Digital Asset Management. Content Control for Valuable Media Assets
Digital Asset Management Content Control for Valuable Media Assets Overview Digital asset management is a core infrastructure requirement for media organizations and marketing departments that need to
Designing Data Models for Asset Metadata Daniel Hurtubise SGI
Designing Data Models for Asset Metadata Daniel Hurtubise SGI Abstract The Media Asset Management System (MAMS) stores digital data and metadata used to support the mission of a company. In essence, the
Digital Dunhuang: : A Case Study for Digital Preservation and Digital Asset Management
Digital Dunhuang: : A Case Study for Digital Preservation and Digital Asset Management Peter Zhou UC Berkeley PRDLA Annual Meeting, Los Angeles, November 9, 2011 从 多 个 角 度 演 绎 了 敦 煌 及 莫 高 窟 的 形 成 与 发 展,
Peter Lillywhite Senior Collection Manager Entomology/Arachnology Museum Victoria (Aust.)
Peter Lillywhite Senior Collection Manager Entomology/Arachnology Museum Victoria (Aust.) THE PROCESSES, END USES AND UNEXPECTED BONUSES OF HIGH RESOLUTION IMAGING OF ENTOMOLOGY COLLECTION ITEMS Using
The Knowledge Sharing Infrastructure KSI. Steven Krauwer
The Knowledge Sharing Infrastructure KSI Steven Krauwer 1 Why a KSI? Building or using a complex installation requires specialized skills and expertise. CLARIN is no exception. CLARIN is populated with
Code of Conduct and Best Practice for Access and Benefit Sharing
Code of Conduct and Best Practice for Access and Benefit Sharing Contents Introduction... 1 CETAF Code of Conduct on Access and Benefit sharing... 3 Annex 1: Statement of Use of Biological Material...
2014 AGGIE ENRICHMENT CAMP DESCRIPTIONS
2014 AGGIE ENRICHMENT CAMP DESCRIPTIONS Paul Robeson Theatre Description: Do you enjoy acting, singing, dancing, writing and crafts? Come join NC A&T's theatre arts summer program with exciting activities
Copyright 1999 by EPSON America, Inc. 3/99 Torrance, California, USA
EPSON is a registered trademark of SEIKO EPSON Corporation. PhotoPC is a registered trademark, and HyPict, Image Authentication System, and FaxAdvice are trademarks of EPSON America, Inc. SoundAdvice is
San Diego Zoo Global Advanced Inquiry Program Course Descriptions*
San Diego Zoo Global Advanced Inquiry Program Course Descriptions* Foundations of Inquiry 3 credits; Required as first course, Summer Year 1 5 in person discussion dates combined with online content In
Global Ecology and Wildlife Conservation
Vaughan Centre for Lifelong Learning Part-Time Certificate of Higher Education in Global Ecology and Wildlife Conservation Delivered via Distance Learning FAQs What are the aims of the course? This course
Digital Remote Sensing Data Processing Digital Remote Sensing Data Processing and Analysis: An Introduction and Analysis: An Introduction
Digital Remote Sensing Data Processing Digital Remote Sensing Data Processing and Analysis: An Introduction and Analysis: An Introduction Content Remote sensing data Spatial, spectral, radiometric and
Total Course Hours. Semester Degree code. ID Course Name Professor Course Content Summary. 90 1 st 11070
LEA0170 Invertebrate Zoology I Italo Delalibera Junior Characterization and importance of the Porifera, Cnidaria, Platyhelminthes, Nemata, Mollusca, Annelida, Echinodermata phyla and smaller invertebrate
Image Galleries: How to Post and Display Images in Digital Commons
bepress Digital Commons Digital Commons Reference Material and User Guides 12-2014 Image Galleries: How to Post and Display Images in Digital Commons bepress Follow this and additional works at: http://digitalcommons.bepress.com/reference
The Big Data methodology in computer vision systems
The Big Data methodology in computer vision systems Popov S.B. Samara State Aerospace University, Image Processing Systems Institute, Russian Academy of Sciences Abstract. I consider the advantages of
Introduction to Autodesk Inventor for F1 in Schools
F1 in Schools race car Introduction to Autodesk Inventor for F1 in Schools In this course you will be introduced to Autodesk Inventor, which is the centerpiece of Autodesk s Digital Prototyping strategy
RESPONSE FROM GBIF TO QUESTIONS FOR FURTHER CONSIDERATION
RESPONSE FROM GBIF TO QUESTIONS FOR FURTHER CONSIDERATION A. Policy support tools and methodologies developed or used under the Convention and their adequacy, impact and obstacles to their uptake, as well
PHOTOGRAPHY CURRICULUM
PHOTOGRAPHY CURRICULUM NEWTOWN SCHOOLS NEWTOWN, CT. September, 2001 PHILOSOPHY Business and Technology The philosophy of business and technology education is to assist students in becoming productive and
SMART Board 9 Software Tips and Tricks
SMART Board 9 Software Tips and Tricks Tips for Writing and Adding Content Drawing (or erasing) fine lines For precise control of the digital ink, change the pen setting to use the thinnest line width.
Automation can dramatically increase product quality, leading to lower field service, product support and
QA Automation for Testing Medical Device Software Benefits, Myths and Requirements Automation can dramatically increase product quality, leading to lower field service, product support and liability cost.
University of Minnesota Voucher and Journal Imaging Guide for ImageNow 6.2
University of Minnesota Voucher and Journal Imaging Guide for ImageNow 6.2 INTRODUCTION... 2 LAUNCHING IMAGENOW AND LOGGING IN... 2 IMAGENOW TOOLBAR... 3 VENDOR PAYMENT OR JOURNAL ENTRY WORKFLOW... 3 OPENING
Towards the construction of an integrated Wheat Information System
Towards the construction of an integrated Wheat Information System Mario Caccamo 1, Hadi Quesneville 2 Report- June 2012 1. The Genome Analysis Centre (TGAC), Norwich Research Park, Norwich, UK 2. INRA,
CONVIO LUMINATE Q&A. Summary: Luminate is comprised of two suites: What is new:
CONVIO LUMINATE Q&A MEDIA FAQs Summary: Convio Luminate is Convio s new, cloud-based constituent engagement solution designed to support the next decade of growth for enterprise-level nonprofits. Convio
with Managing RSA the Lifecycle of Key Manager RSA Streamlining Security Operations Data Loss Prevention Solutions RSA Solution Brief
RSA Solution Brief Streamlining Security Operations with Managing RSA the Lifecycle of Data Loss Prevention and Encryption RSA envision Keys with Solutions RSA Key Manager RSA Solution Brief 1 Who is asking
All members of the puma species carry their kittens the same way domestic cats do, and they can purr like housecats too.
Florida Panther In spite of many, many attempts, I have not been able to discover let alone photograph a majestic Florida panther in the wild. The tawny cat is an endangered species. The panthers I have
Measurable improvements in medication management
Measurable improvements in medication management system Pyxis We re able to get the meds we need quickly and safely, even after hours. Tammy Hill, RN Critical Care Coordinator Alliance Community Hospital
IBM Unstructured Data Identification and Management
IBM Unstructured Data Identification and Management Discover, recognize, and act on unstructured data in-place Highlights Identify data in place that is relevant for legal collections or regulatory retention.
Automatic Labeling of Lane Markings for Autonomous Vehicles
Automatic Labeling of Lane Markings for Autonomous Vehicles Jeffrey Kiske Stanford University 450 Serra Mall, Stanford, CA 94305 [email protected] 1. Introduction As autonomous vehicles become more popular,
Interactive Gartner Magic Quadrant and Gartner Critical Capabilities
Interactive Gartner Magic Quadrant and Gartner Critical Capabilities The Gartner Magic Quadrant is established and proven, providing top global organizations with a snapshot of a market to guide their
Batch Scanning. 70 Royal Little Drive. Providence, RI 02904. Copyright 2002-2011 Ingenix. All rights reserved.
70 Royal Little Drive Providence, RI 02904 Copyright 2002-2011 Ingenix. All rights reserved. Updated: December 13, 2011 Table of Contents 1 Batch Scanning... 1 1.1 Installing the CareTracker Client...
CONDITIONS FOR LONG TERM LOANS FROM THE HARRY RANSOM CENTER
Staff Contact Bunnie Twidwell Registrar for UT and State Loans 512-471-9117 direct line 512-471-7930 fax [email protected] CONDITIONS FOR LONG TERM LOANS FROM THE HARRY RANSOM CENTER I. Loan Program Overview
Recent Interview with Dean Haritos, CEO of PushMX Software of Silicon Valley, California
Recent Interview with Dean Haritos, CEO of PushMX Software of Silicon Valley, California Q: Please tell us about PushMX Software. What is the background story? A: The team that developed the PushMX suite
BUSINESS RULES AND GAP ANALYSIS
Leading the Evolution WHITE PAPER BUSINESS RULES AND GAP ANALYSIS Discovery and management of business rules avoids business disruptions WHITE PAPER BUSINESS RULES AND GAP ANALYSIS Business Situation More
