The Antarctic Master Directory, sharing Antarctic (meta)data from multiple di...Anton Van de Putte
International Workshop on Sharing , Citation and Publication of Scientific Data across Disciplines.
Joint Support-Center for Data Science Research (DS) ,
Tachikawa, Tokyo, Japan
Geographic Information Systems in Archaeological SurveyTim Weitzel
GIS is used as an integral tool in archaeological surveys conducted by the Office of the State Archaeologist. GIS data layers such as the locations of previously recorded sites, soil types, and landforms are consulted during initial research to develop efficient survey strategies. Survey results including newly discovered sites and their attributes are then recorded in a statewide GIS database, becoming part of the permanent archaeological record for the state of Iowa.
This document provides an introduction to Geographic Information Systems (GIS) and Remote Sensing. It discusses what GIS and remote sensing are, their applications in civil engineering like transportation planning, terrain mapping, watershed analysis and environmental impact studies. It also outlines data sources for GIS like Natural Earth and Global Map. Finally, it discusses uses of GIS/remote sensing in business for industries like dairy, pest control, banking and electricity distribution.
This document discusses decolonizing US-based research in Greenland. It promotes knowledge co-production between Greenlandic and US researchers that is inclusive, co-developed, ethical and equitable. It emphasizes listening to Arctic indigenous communities and incorporating their guidance and knowledge on an equal basis. The document outlines various initiatives and frameworks for collaborative and culturally respectful Arctic research, including the Arctic Hub of Greenland and the Fourth International Conference on Arctic Research Planning. It promotes solutions to climate change that are informed by diverse knowledge systems and values.
Adaptation To Climate Change Using Green And Blue Infrastructure - A Database...Lisa Brewer
This document provides summaries of 15 case studies that showcase approaches to climate change adaptation using green and blue infrastructure. The case studies describe initiatives in various cities around the world that have implemented adaptation responses related to issues such as flooding, heatwaves, air quality, biodiversity conservation, and more. They highlight key factors such as governance, stakeholder engagement, research, and policy that influenced the success of the adaptation responses. The document aims to act as a resource for stakeholders engaged in green and blue infrastructure adaptation.
The DART project aims to improve the detection of archaeological residues using remote sensing techniques. It will analyze factors that influence contrasts between residues and surrounding soil over time and space. Through data collection, modeling, and tool development, DART seeks to determine optimal conditions and sensors for detecting residues. The consortium includes academic, heritage, and industry partners who will work on data analysis, decision support tools, and project evaluation over 3 years with a budget of £800k. The goal is to strengthen remote sensing approaches and heritage management.
This document provides a short introduction to Geographic Information Systems (GIS). It discusses the purposes of GIS, including using GIS to understand phenomena that have both geographic and temporal dimensions. It also describes how GIS allows users to enter, analyze, and present georeferenced data. The document outlines how GIS represents real world features through models like maps and databases and discusses spatial databases specifically. It positions GIS as existing at the intersection of geography and information science and technology.
This document summarizes the marine spatial planning process being piloted in the Pentland Firth and Orkney Waters area of Scotland. A small working group consisting of marine scientists, planners and ecologists was established to develop the planning process, consultation documents, and community engagement strategies. Research is being conducted on key sectors like renewable energy and fishing to identify potential conflicts and benefits to inform spatial planning. Challenges include limited data sharing across organizations, tight deadlines that restrict stakeholder engagement, and balancing national and local priorities. The next steps will be to prepare consultation reports, draft the pilot marine spatial plan, and review the planning process.
The Antarctic Master Directory, sharing Antarctic (meta)data from multiple di...Anton Van de Putte
International Workshop on Sharing , Citation and Publication of Scientific Data across Disciplines.
Joint Support-Center for Data Science Research (DS) ,
Tachikawa, Tokyo, Japan
Geographic Information Systems in Archaeological SurveyTim Weitzel
GIS is used as an integral tool in archaeological surveys conducted by the Office of the State Archaeologist. GIS data layers such as the locations of previously recorded sites, soil types, and landforms are consulted during initial research to develop efficient survey strategies. Survey results including newly discovered sites and their attributes are then recorded in a statewide GIS database, becoming part of the permanent archaeological record for the state of Iowa.
This document provides an introduction to Geographic Information Systems (GIS) and Remote Sensing. It discusses what GIS and remote sensing are, their applications in civil engineering like transportation planning, terrain mapping, watershed analysis and environmental impact studies. It also outlines data sources for GIS like Natural Earth and Global Map. Finally, it discusses uses of GIS/remote sensing in business for industries like dairy, pest control, banking and electricity distribution.
This document discusses decolonizing US-based research in Greenland. It promotes knowledge co-production between Greenlandic and US researchers that is inclusive, co-developed, ethical and equitable. It emphasizes listening to Arctic indigenous communities and incorporating their guidance and knowledge on an equal basis. The document outlines various initiatives and frameworks for collaborative and culturally respectful Arctic research, including the Arctic Hub of Greenland and the Fourth International Conference on Arctic Research Planning. It promotes solutions to climate change that are informed by diverse knowledge systems and values.
Adaptation To Climate Change Using Green And Blue Infrastructure - A Database...Lisa Brewer
This document provides summaries of 15 case studies that showcase approaches to climate change adaptation using green and blue infrastructure. The case studies describe initiatives in various cities around the world that have implemented adaptation responses related to issues such as flooding, heatwaves, air quality, biodiversity conservation, and more. They highlight key factors such as governance, stakeholder engagement, research, and policy that influenced the success of the adaptation responses. The document aims to act as a resource for stakeholders engaged in green and blue infrastructure adaptation.
The DART project aims to improve the detection of archaeological residues using remote sensing techniques. It will analyze factors that influence contrasts between residues and surrounding soil over time and space. Through data collection, modeling, and tool development, DART seeks to determine optimal conditions and sensors for detecting residues. The consortium includes academic, heritage, and industry partners who will work on data analysis, decision support tools, and project evaluation over 3 years with a budget of £800k. The goal is to strengthen remote sensing approaches and heritage management.
This document provides a short introduction to Geographic Information Systems (GIS). It discusses the purposes of GIS, including using GIS to understand phenomena that have both geographic and temporal dimensions. It also describes how GIS allows users to enter, analyze, and present georeferenced data. The document outlines how GIS represents real world features through models like maps and databases and discusses spatial databases specifically. It positions GIS as existing at the intersection of geography and information science and technology.
This document summarizes the marine spatial planning process being piloted in the Pentland Firth and Orkney Waters area of Scotland. A small working group consisting of marine scientists, planners and ecologists was established to develop the planning process, consultation documents, and community engagement strategies. Research is being conducted on key sectors like renewable energy and fishing to identify potential conflicts and benefits to inform spatial planning. Challenges include limited data sharing across organizations, tight deadlines that restrict stakeholder engagement, and balancing national and local priorities. The next steps will be to prepare consultation reports, draft the pilot marine spatial plan, and review the planning process.
This document discusses data curation and integrated science. It defines data curation as maintaining and adding value to trusted digital information. Integrated science is defined as applying multiple disciplines to core scientific challenges. The document provides examples of integrated science fields like archaeology and environmental science. It notes that for integrated science to work, data curators must make data available to unfamiliar users and include necessary representation information.
The wealth of scientific data to support FOLU Net Sinks 2030CIFOR-ICRAF
This document contains summaries of the work packages for a project on forests and climate. It discusses generating data to support transparency frameworks and developing refined emission factors for key ecosystems like peatlands. It also outlines mapping REDD+ finance mechanisms in Indonesia and analyzing how safeguards and rights-based approaches can be implemented. The final work package aims to integrate findings across work packages to propose interventions and increase stakeholder engagement through a diagnostic framework and policy scenarios.
Scotland – Ireland Archaeological Collaboration
On the 30th October 2014 Historic Scotland hosted a gathering at Edinburgh Castle. Over 50 archaeologists from Scotland, Northern Ireland and the Republic of Ireland gathered together with experts in funding from the Arts and Humanities Research Council, Scotland Europa, the Heritage Lottery Fund, Resourcing Scotland’s Heritage and Creative Scotland (Creative Europe). There was also a delegate from the Isle of Man. The presentations from the day are on this slideshare.
The document summarizes the management of research data at the University of PEI (UPEI). It discusses UPEI's Virtual Research Environments (VREs) which provide data collection, mapping, and sharing capabilities for various research projects. Examples include goat anatomy images, fox and coyote sightings, climate data, and chemical molecule files. It outlines challenges around preserving and providing open access to research data as required by funders. UPEI addresses this through Islandora-based VREs and registering Digital Object Identifiers for research data.
This document provides an overview of the collaboration between the Australian National Data Service (ANDS) and the Terrestrial Ecosystem Research Network (TERN) to share Australia's nationally significant terrestrial ecosystem data. It describes ANDS and TERN, the establishment of national data collections, and a case study of the TERN national collection. The presentation demonstrates how the TERN collection is represented in Research Data Australia and outlines future work, such as bringing in more related ecosystem data assets and services.
The document summarizes updates from the Future of Greenland Ice Sheet Science Workshop. It discusses challenges from the previous year's workshop and actions taken to address them, including increased collaboration, data sharing, and welcoming early career scientists. It provides budget updates, noting a reduction for cryospheric sciences. New guidelines for open science and data management are part of the ROSES 2023 funding solicitation. The document outlines various NASA funding opportunities relevant to cryospheric research and highlights programs for new investigators, students, and decadal survey missions.
Paul Gilliland Marine Planning in England What are we learning?riseagrant
Marine planning in England aims to balance competing uses of marine space and resources through a process established by the Marine and Coastal Access Act 2009. The legislation requires marine plans that translate high-level national policies into spatial guidance for regional plan areas. The first plans are being developed for the East marine plan areas through stakeholder engagement, evidence gathering, and defining key issues to guide sustainable decisions about marine activities. Challenges include the complexity of planning at a large scale across environmental, economic, and social factors while balancing competing interests. Lessons indicate the need for political commitment, dedicated resources, and flexibility in the long-term planning process.
The presentation provides an overview on how TERN data infrastructure works. The presentation was part of the Workshop on Approaches to Terrestrial Ecosystem Data Management : from collection to synthesis and beyond which was held on 9th of March 2016 in University of Queensland.
This document provides an overview of Geographic Information Systems (GIS). It defines GIS as a computer system for mapping and analyzing spatial data. The document discusses the history and components of GIS, how GIS works by acquiring, examining, analyzing and acting on spatial data, different data types including vector and raster data, projection systems that allow spatial data to be represented on a flat surface, and applications of GIS technology.
Alicia Karspeck, Climate Scientist and Associate Director of Research Partnerships, Jupiter Technology Systems, Inc.
UCAR Congressional Briefing - April 2018
Lehnert: Making Small Data Big, IACS, April2015Kerstin Lehnert
Seminar presentation at the Institute for Advanced Computational Science at Stony Brook University, April 9, 2015, describing achievements and challenges of data infrastructure in a long-tail science domain with the example of geochemistry.
GIS was an essential tool for the author in their role developing wind farm projects at Eolectric. The author used GIS for 50% of their work, which included tasks like identifying suitable sites, evaluating wind resources, assessing environmental constraints, designing wind farm layouts including turbine and road placement, and creating maps for public permitting and internal analysis. GIS allowed the author to efficiently manage spatial data, create customized maps for different audiences and purposes, and iteratively evaluate and modify wind farm designs.
Presentation about geochemical research data access and publication provided to the Australian Geochemistry Network by Kerstin Lehnert of EarthChem and the Astromaterials Data System
What's the status of the NSDI?
Cowen's address will provide his perspective on the current status of the National Spatial Data Infrastructure (NSDI). He will draw from his extensive experience with the National Research Council’s Mapping Science Committee, chairing the NRC study National Land Parcel Data: A Vision for the Future, a recent term as chair of the National Geospatial Advisory Committee, and his service as vice chairman of the Coalition of Geospatial Organizations (COGO) Report Card Committee on the NSDI. Through these activities he has observed and analyzed the Federal geospatial landscape for the thirty years since president Clinton issued Executive Order 12906, Coordinating Geographic Data Acquisition and Access: The National Spatial Data Infrastructure in 1994. He will comment on the changing role of various stakeholders in the collection, maintenance and sharing of geospatial data.
Item 3. Current initiatives, new proposals and next steps on GSP pillar 3Soils FAO-GSP
The document discusses creating a soil research and development (R&D) database. It proposes compiling information on global, regional, and national soil research partners, facilities, programs, gaps, overlaps, completed projects, and more. The goals are to promote targeted soil R&D, capitalize on existing knowledge, identify priorities and synergies, and foster collaboration between researchers and stakeholders. Activities include developing an online platform, assessing R&D initiatives, encouraging interdisciplinary work, highlighting returns on investment, and facilitating partnerships. The database aims to advance soil-related goals like the UN Sustainable Development Goals.
This project aims to better understand and manage environmental change in rural-urban fringe areas through interdisciplinary research. It will explore concepts from spatial planning and ecosystem services to identify management issues and needs. The research team, consisting of academics and practitioners, will apply the findings to two case study areas and involve local stakeholders. The project seeks to develop new tools and approaches for managing uncertainty and transition in these spaces and promote integrated rural-urban fringe management.
A session on lighting and planning, delivered by two planning policy officers from nationally protected landscapes. Paul Fellows is Head of Strategic Planning at North York Moors National Park Authority, which along with the Yorkshire Dales National Park was granted International Dark Skies status in December 2020. Natalie Beal is a policy planner at the Broads Authority. Both are Members of the Royal Town Planning Institute. Natalie and Paul will deliver an hour long session that will be in three parts. Firstly, an introduction to how the planning system works. They will then focus on how lighting can be influenced through the planning system. Finally, they will give a planner’s view on the 10 policy proposals from the Dark Skies APPG.
Speakers: Natalie Beal MRTPI, Broads Authority and Paul Fellows MRTPI from North York Moors.
This document provides an overview and introduction to a course on Geographic Information Systems (GIS). It outlines the course objectives, topics, assignments, exams, software, and examples of potential student projects. The course is designed to introduce students to the basic principles and practical applications of GIS through lectures, labs, and a student project using ArcGIS software. Key topics will include spatial data, map projections, database management, spatial analysis, and data standards. Students will complete labs, exams, and an independent GIS project on a topic of their choice.
National coordination of consistent NRM data and information to inform land u...Richard Thackway
Land use and planning utilizes varied natural resource datasets obtained from diverse sources; national, state, regional, local and site levels. The Australia Government plays a major role in coordinating the collection, compilation, analysis and publication of nationally consistent environmental datasets. These national compilations have proven critical to supporting informed land use decision making at national, state and regional levels. This Australia Government role, acknowledges that the state and territory governments under the Australian constitution are responsible for day-to-day land use and land management. Coordinating the efficient national collection, compilation and supply of agreed data for different purposes involves developing agreed environmental guidelines and standards as well as legal instruments. The Australian Government and its agencies also perform a major role as a broker in the establishment, development and maintenance of mutual benefit partnerships between collaborating land management and research institutions. Good examples of efficient and effective coordinating arrangements are usually supported through publicly funded NRM programs which enable the data owner /supplier to add value to existing data infrastructure programs to meet an agreed national data standard.
We are pleased to share with you the latest VCOSA statistical report on the cotton and yarn industry for the month of May 2024.
Starting from January 2024, the full weekly and monthly reports will only be available for free to VCOSA members. To access the complete weekly report with figures, charts, and detailed analysis of the cotton fiber market in the past week, interested parties are kindly requested to contact VCOSA to subscribe to the newsletter.
This document discusses data curation and integrated science. It defines data curation as maintaining and adding value to trusted digital information. Integrated science is defined as applying multiple disciplines to core scientific challenges. The document provides examples of integrated science fields like archaeology and environmental science. It notes that for integrated science to work, data curators must make data available to unfamiliar users and include necessary representation information.
The wealth of scientific data to support FOLU Net Sinks 2030CIFOR-ICRAF
This document contains summaries of the work packages for a project on forests and climate. It discusses generating data to support transparency frameworks and developing refined emission factors for key ecosystems like peatlands. It also outlines mapping REDD+ finance mechanisms in Indonesia and analyzing how safeguards and rights-based approaches can be implemented. The final work package aims to integrate findings across work packages to propose interventions and increase stakeholder engagement through a diagnostic framework and policy scenarios.
Scotland – Ireland Archaeological Collaboration
On the 30th October 2014 Historic Scotland hosted a gathering at Edinburgh Castle. Over 50 archaeologists from Scotland, Northern Ireland and the Republic of Ireland gathered together with experts in funding from the Arts and Humanities Research Council, Scotland Europa, the Heritage Lottery Fund, Resourcing Scotland’s Heritage and Creative Scotland (Creative Europe). There was also a delegate from the Isle of Man. The presentations from the day are on this slideshare.
The document summarizes the management of research data at the University of PEI (UPEI). It discusses UPEI's Virtual Research Environments (VREs) which provide data collection, mapping, and sharing capabilities for various research projects. Examples include goat anatomy images, fox and coyote sightings, climate data, and chemical molecule files. It outlines challenges around preserving and providing open access to research data as required by funders. UPEI addresses this through Islandora-based VREs and registering Digital Object Identifiers for research data.
This document provides an overview of the collaboration between the Australian National Data Service (ANDS) and the Terrestrial Ecosystem Research Network (TERN) to share Australia's nationally significant terrestrial ecosystem data. It describes ANDS and TERN, the establishment of national data collections, and a case study of the TERN national collection. The presentation demonstrates how the TERN collection is represented in Research Data Australia and outlines future work, such as bringing in more related ecosystem data assets and services.
The document summarizes updates from the Future of Greenland Ice Sheet Science Workshop. It discusses challenges from the previous year's workshop and actions taken to address them, including increased collaboration, data sharing, and welcoming early career scientists. It provides budget updates, noting a reduction for cryospheric sciences. New guidelines for open science and data management are part of the ROSES 2023 funding solicitation. The document outlines various NASA funding opportunities relevant to cryospheric research and highlights programs for new investigators, students, and decadal survey missions.
Paul Gilliland Marine Planning in England What are we learning?riseagrant
Marine planning in England aims to balance competing uses of marine space and resources through a process established by the Marine and Coastal Access Act 2009. The legislation requires marine plans that translate high-level national policies into spatial guidance for regional plan areas. The first plans are being developed for the East marine plan areas through stakeholder engagement, evidence gathering, and defining key issues to guide sustainable decisions about marine activities. Challenges include the complexity of planning at a large scale across environmental, economic, and social factors while balancing competing interests. Lessons indicate the need for political commitment, dedicated resources, and flexibility in the long-term planning process.
The presentation provides an overview on how TERN data infrastructure works. The presentation was part of the Workshop on Approaches to Terrestrial Ecosystem Data Management : from collection to synthesis and beyond which was held on 9th of March 2016 in University of Queensland.
This document provides an overview of Geographic Information Systems (GIS). It defines GIS as a computer system for mapping and analyzing spatial data. The document discusses the history and components of GIS, how GIS works by acquiring, examining, analyzing and acting on spatial data, different data types including vector and raster data, projection systems that allow spatial data to be represented on a flat surface, and applications of GIS technology.
Alicia Karspeck, Climate Scientist and Associate Director of Research Partnerships, Jupiter Technology Systems, Inc.
UCAR Congressional Briefing - April 2018
Lehnert: Making Small Data Big, IACS, April2015Kerstin Lehnert
Seminar presentation at the Institute for Advanced Computational Science at Stony Brook University, April 9, 2015, describing achievements and challenges of data infrastructure in a long-tail science domain with the example of geochemistry.
GIS was an essential tool for the author in their role developing wind farm projects at Eolectric. The author used GIS for 50% of their work, which included tasks like identifying suitable sites, evaluating wind resources, assessing environmental constraints, designing wind farm layouts including turbine and road placement, and creating maps for public permitting and internal analysis. GIS allowed the author to efficiently manage spatial data, create customized maps for different audiences and purposes, and iteratively evaluate and modify wind farm designs.
Presentation about geochemical research data access and publication provided to the Australian Geochemistry Network by Kerstin Lehnert of EarthChem and the Astromaterials Data System
What's the status of the NSDI?
Cowen's address will provide his perspective on the current status of the National Spatial Data Infrastructure (NSDI). He will draw from his extensive experience with the National Research Council’s Mapping Science Committee, chairing the NRC study National Land Parcel Data: A Vision for the Future, a recent term as chair of the National Geospatial Advisory Committee, and his service as vice chairman of the Coalition of Geospatial Organizations (COGO) Report Card Committee on the NSDI. Through these activities he has observed and analyzed the Federal geospatial landscape for the thirty years since president Clinton issued Executive Order 12906, Coordinating Geographic Data Acquisition and Access: The National Spatial Data Infrastructure in 1994. He will comment on the changing role of various stakeholders in the collection, maintenance and sharing of geospatial data.
Item 3. Current initiatives, new proposals and next steps on GSP pillar 3Soils FAO-GSP
The document discusses creating a soil research and development (R&D) database. It proposes compiling information on global, regional, and national soil research partners, facilities, programs, gaps, overlaps, completed projects, and more. The goals are to promote targeted soil R&D, capitalize on existing knowledge, identify priorities and synergies, and foster collaboration between researchers and stakeholders. Activities include developing an online platform, assessing R&D initiatives, encouraging interdisciplinary work, highlighting returns on investment, and facilitating partnerships. The database aims to advance soil-related goals like the UN Sustainable Development Goals.
This project aims to better understand and manage environmental change in rural-urban fringe areas through interdisciplinary research. It will explore concepts from spatial planning and ecosystem services to identify management issues and needs. The research team, consisting of academics and practitioners, will apply the findings to two case study areas and involve local stakeholders. The project seeks to develop new tools and approaches for managing uncertainty and transition in these spaces and promote integrated rural-urban fringe management.
A session on lighting and planning, delivered by two planning policy officers from nationally protected landscapes. Paul Fellows is Head of Strategic Planning at North York Moors National Park Authority, which along with the Yorkshire Dales National Park was granted International Dark Skies status in December 2020. Natalie Beal is a policy planner at the Broads Authority. Both are Members of the Royal Town Planning Institute. Natalie and Paul will deliver an hour long session that will be in three parts. Firstly, an introduction to how the planning system works. They will then focus on how lighting can be influenced through the planning system. Finally, they will give a planner’s view on the 10 policy proposals from the Dark Skies APPG.
Speakers: Natalie Beal MRTPI, Broads Authority and Paul Fellows MRTPI from North York Moors.
This document provides an overview and introduction to a course on Geographic Information Systems (GIS). It outlines the course objectives, topics, assignments, exams, software, and examples of potential student projects. The course is designed to introduce students to the basic principles and practical applications of GIS through lectures, labs, and a student project using ArcGIS software. Key topics will include spatial data, map projections, database management, spatial analysis, and data standards. Students will complete labs, exams, and an independent GIS project on a topic of their choice.
National coordination of consistent NRM data and information to inform land u...Richard Thackway
Land use and planning utilizes varied natural resource datasets obtained from diverse sources; national, state, regional, local and site levels. The Australia Government plays a major role in coordinating the collection, compilation, analysis and publication of nationally consistent environmental datasets. These national compilations have proven critical to supporting informed land use decision making at national, state and regional levels. This Australia Government role, acknowledges that the state and territory governments under the Australian constitution are responsible for day-to-day land use and land management. Coordinating the efficient national collection, compilation and supply of agreed data for different purposes involves developing agreed environmental guidelines and standards as well as legal instruments. The Australian Government and its agencies also perform a major role as a broker in the establishment, development and maintenance of mutual benefit partnerships between collaborating land management and research institutions. Good examples of efficient and effective coordinating arrangements are usually supported through publicly funded NRM programs which enable the data owner /supplier to add value to existing data infrastructure programs to meet an agreed national data standard.
We are pleased to share with you the latest VCOSA statistical report on the cotton and yarn industry for the month of May 2024.
Starting from January 2024, the full weekly and monthly reports will only be available for free to VCOSA members. To access the complete weekly report with figures, charts, and detailed analysis of the cotton fiber market in the past week, interested parties are kindly requested to contact VCOSA to subscribe to the newsletter.
06-18-2024-Princeton Meetup-Introduction to MilvusTimothy Spann
06-18-2024-Princeton Meetup-Introduction to Milvus
tim.spann@zilliz.com
https://www.linkedin.com/in/timothyspann/
https://x.com/paasdev
https://github.com/tspannhw
https://github.com/milvus-io/milvus
Get Milvused!
https://milvus.io/
Read my Newsletter every week!
https://github.com/tspannhw/FLiPStackWeekly/blob/main/142-17June2024.md
For more cool Unstructured Data, AI and Vector Database videos check out the Milvus vector database videos here
https://www.youtube.com/@MilvusVectorDatabase/videos
Unstructured Data Meetups -
https://www.meetup.com/unstructured-data-meetup-new-york/
https://lu.ma/calendar/manage/cal-VNT79trvj0jS8S7
https://www.meetup.com/pro/unstructureddata/
https://zilliz.com/community/unstructured-data-meetup
https://zilliz.com/event
Twitter/X: https://x.com/milvusio https://x.com/paasdev
LinkedIn: https://www.linkedin.com/company/zilliz/ https://www.linkedin.com/in/timothyspann/
GitHub: https://github.com/milvus-io/milvus https://github.com/tspannhw
Invitation to join Discord: https://discord.com/invite/FjCMmaJng6
Blogs: https://milvusio.medium.com/ https://www.opensourcevectordb.cloud/ https://medium.com/@tspann
Expand LLMs' knowledge by incorporating external data sources into LLMs and your AI applications.
Interview Methods - Marital and Family Therapy and Counselling - Psychology S...PsychoTech Services
A proprietary approach developed by bringing together the best of learning theories from Psychology, design principles from the world of visualization, and pedagogical methods from over a decade of training experience, that enables you to: Learn better, faster!
Did you know that drowning is a leading cause of unintentional death among young children? According to recent data, children aged 1-4 years are at the highest risk. Let's raise awareness and take steps to prevent these tragic incidents. Supervision, barriers around pools, and learning CPR can make a difference. Stay safe this summer!
1. Data Management Plan
for the personal collection of Professor Emeritus Elizabeth Carter
PhD, UCLA Department of Near Eastern Languages and Cultures (NELC)
Cherin Lim & Elizabeth Meyers
2. Research
● Dr. Elizabeth Carter
● Near Eastern Archaeology
● Majority of research work done in Turkey, Iran, Iraq
○ development of complex human societies
○ early urbanism
○ reconstruction of cultural histories
3. Data
● Volume
○ Covers a period from 1995 to 2008
○ Domuztepe excavation data uploaded on Open Context site (24,297 records)
○ Total records: approx. 70,000
● Velocity
○ Limited, sparse (due to deep-rooted culture within field of archaeology)
○ Open Context hopes to change this
● Variety
○ Primary field records of archaeological excavations and surveys
● Formats
○ Photos, maps, spreadsheets, databases
○ Physical artifacts from Iraq*
○ Detailed fieldwork composed of text, photographs, and drawings (includes maps)
○ Data from other researchers:maps, articles, field reports
4. Data - Basis of Prof. Carter’s physical collection
Field notebooks & conservation notebooks
Visual slides
Still image film
Oversize maps/drawings Handwritten notes
Artifacts
5. Metadata
● Metadata will be individually tailored by each
repository to meet the specifications implemented
by YRL Special Collections and Open Context
● Open Context implements various metadata schema
to meet the needs of the various forms of
archaeological data hosted on their website
Taken from Open
Context’s own DMP
7. Data Related Policies
● Archaeology has limited data related policies
● Based on initial research, archaeological sharing of data is restricted usually on a case by case
method; largely due to the high variability of excavation site conditions (size, value, fame, etc.) and
legal factors unique to individual countries and geopolitical regions
● Primary complicated data is that related to mapped geolocations, as this information can be
sensitive for a variety of reasons (related to indigenous populations, politically unstable region,
looting risks, local policy restrictions, etc.)
● Open Context’s standard practices involve working one on one with individual research projects
to determine the appropriate level
In order to make a final determination of the possible restrictions pertinent to Prof. Carter’s data,
discussions between the DMP team and Deidre Whitmore, the Digital Archaeology Lab Manager
here at UCLA’s Cotsen Institute, who specializes in policies and practices related to the digital
sharing of archaeological data→ Recommendations provided by her will be worked into the final
Digital Management Plan report
8. Long-term Storage
● Physical objects will be housed
and preserved at YRL Special
Collections
● Digital data will be maintained
and managed by Open Context
9. Responsible parties
Professor Carter
-Legal owner of the
collection and its contents -
Lead coordinator between
the data collection and the
repositories
Open Context
Primary organization that
will permanently manage
and preserve Prof.
Carter’s digital data
YRL Special
Collections
Designated repository for
Prof. Carter’s physical
collection
Data Management Plan
Responsibility of an effective data management plan will be distributed
amongst all three parties. Each will carry out tasks specific to their
organizational goals
10. Budgetary Information & Timeline
● Budget*
○ Data cleaning, processing, and publishing costs for years 1995-1999
of Domuztepe site’s data
: Approx. $6000✝
● Timeline*
○ Initial Domuztepe project: 1.5 people; 120 hours to publish data
○ Professor Carter: 2 year firm deadline
✝This figure is simply the estimated cost of the work that Open Context would normally charge for this kind of project. This is therefore more a valuation of the
cost necessary to transfer the remaining data to Open Context, it is not necessarily the realized budget (useful for possible grant writing purposes).
*Based on estimates provided by Sarah & Eric Kansa
*Further discussions with YRL Special Collections and Open Context will more solidly define certain elements of the timeline
12. Rough Timeline Structure
2019
Prof. Carter
commissions Data
Management Plan
Goal is to openly share all of
her collection’s data
20XX
Digital Management
Plan Devised
Collection elements/needs and
ongoing requirements to
achieve Prof. Carter’s goal
assessed and determined
20XX
DMP tasks put into
action
Prof. Carter coordinates with
YRL Special Collections and
Open Context to carry out the
collection’s data organization
and formatting relevant to
each repository
2021/2022
Prof. Carter’s collection
must be completely
cleared from her lab
All of Prof. Carter’s materials
have a firm deadline to be
removed from Prof. Carter’s
lab space