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Grant program: Research and Development
Date range: 2018-2024

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Award Number Grant ProgramAward RecipientProject TitleAward PeriodApproved Award Total
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PR-258543-18Preservation and Access: Research and DevelopmentArizona State UniversityFrom Library to Laboratory: Developing Tools to Enhance the Use of Digital Archaeological and Other Humanities Collections1/1/2018 - 12/31/2019$73,524.00Michelle Hegmon   Arizona State UniversityTempeAZ85281-3670USA2017ArchaeologyResearch and DevelopmentPreservation and Access73524058452.590

A Tier 1 project to develop a digital interface with a series of dynamic webpages to enhance search capabilities of archaeological field documents, images, and datasets from projects across the globe. As a test case, the project would use the Mimbres Pottery Images Digital Database, which incorporates a collection of more than 10,500 photographs and datasets on pottery dating to around 1000-1500 CE from southwestern New Mexico, eastern Arizona, and northern Mexico.

Archaeologists and other humanities scholars today can access vast libraries of digital collections.  Scholars can download these collections, and given sufficient skills and software, analyze them for research.  We will develop tools to move this marvelous capability to the next level, transforming the libraries into laboratories.  Our tools will allow line analysis and research of these collections, enhancing research and opening access to the general public. Using funding assured from other means, we will also create K-12 and higher education programs utilizing these tools.  Our work will be done in the context of a large established digital repository, the Digital Archaeological Record (tDAR).  As a testbed, we will utilize the Mimbres Pottery Images Digital Database (MimPIDD), a large collection of archaeological pottery images from the Mimbres region of the US Southwest.

PR-258746-18Preservation and Access: Research and DevelopmentCultural Heritage ImagingThe Democratization of Scientific Imaging through Metadata Management and Archival Submission Support1/1/2018 - 6/30/2021$339,295.00Mark Mudge   Cultural Heritage ImagingSan FranciscoCA94102-5867USA2017Interdisciplinary Studies, OtherResearch and DevelopmentPreservation and Access33929503392950

The development and enhancement of open-source software tools for the collection, management, archiving, and sharing of cultural heritage imaging metadata. Data management processes associated with computational photography would be streamlined and automated through a suite of tools that would make computational photographic techniques, and the images and metadata they generate, more accessible and more sustainable for a wide audience of cultural heritage practitioners.

This work is a collaboration between Cultural Heritage Imaging and the Centre for Cultural Informatics (CCI) in Heraklion, Crete. The project will complete and disseminate a free open source pipeline of scientific imaging software tools that use data captured with off-the-shelf digital cameras and photo gear. These user-friendly tools greatly simplify metadata collection, essential to the scientific documentary imaging of “digital surrogates,” and organize these reusable materials into a standards-based Submission Information Package (SIP) for archival delivery and intake. The tools are for use by cultural heritage practitioners in museums, libraries, and historic sites, as well as by local citizen caretakers around the world. Adoption of the tools and techniques will be enhanced by software internationalization and localization into Arabic. The goal is to democratize the use of these tools to save humanity’s imperiled cultural legacy, especially in North Africa and the Middle East.

PR-258893-18Preservation and Access: Research and DevelopmentRITThe Impact of Temperature Transitions, Short-term and Seasonal, on the Moisture Content of Library and Archive Collections1/1/2018 - 12/31/2020$349,149.00Jean-Louis Bigourdan   RITRochesterNY14623-5698USA2017Arts, OtherResearch and DevelopmentPreservation and Access34914903491490

A three-year study focused on the impact of temperature changes, short-term and seasonal, on the moisture content of library and archive collections. The results would inform new sustainable preservation and access strategies for both large and small humanities collections.

The Image Permanence Institute is seeking funding for a three-year research project focused on the impact of environmental transitions on moisture content in library and archive collections. The potential for deterioration caused by moisture content exists in storage and access scenarios. This research will strengthen our understanding of the complex interactions between hygroscopic collection materials and their environment in response to temperature changes. Data collected has the potential to 1) determine the storage density necessary to effectively have hygroscopic materials control their moisture content, 2) provide a roadmap for controlling moisture content during periods of dryness and dampness, and 3) create a guide for temperature and relative humidity ranges that avoid mechanical damage during access and use. The results of this project have the potential to inform new sustainable preservation and access strategies for both large and small humanities research collections.

PR-258900-18Preservation and Access: Research and DevelopmentNorthwestern UniversityMetal Soap Protrusions on Georgia O'Keeffe's Paintings: Establishing a New Quantitative Imaging Paradigm for Linking Scientif1/1/2018 - 12/31/2021$349,988.00MarcSebastianWalton   Northwestern UniversityEvanstonIL60208-0001USA2017Interdisciplinary Studies, OtherResearch and DevelopmentPreservation and Access3499880342246.620

Development of an open-source tool for characterizing and monitoring the development of metal soap formation on Georgia O’Keeffe’s paintings. Once developed, the tool would be available to conservators, scholars, and scientists who wish to monitor changes in surface topography on oil paintings. 

This project promises to reduce the barriers between scientific research and conservation practice; as well, it will develop user-friendly, image-based tools that could be used for real-time, long-term monitoring of the dynamic evolution of paint surfaces affected by metal soaps formation. These imaging and web-based image-processing tools, once developed, could be easily adapted to investigate other surface characteristics of paintings that are critical to their preservation such as surface cracks and lacunae. The results will provide the community with actual data on the impact of environmental as well as anthropic (i.e. solvent cleaning/lining etc.) factors on the present condition and long term preservation of paintings.

PR-258903-18Preservation and Access: Research and DevelopmentCenter for Research LibrariesCRL: Mining Serials Reformatting Data for Preservation1/1/2018 - 12/31/2018$74,981.00AmyE.Wood   Center for Research LibrariesChicagoIL60637-2804USA2017Interdisciplinary Studies, OtherResearch and DevelopmentPreservation and Access749810749810

A Tier I investigation of bibliographic data for approximately 20,000 humanities serial publications preserved on microfilm and in digital form, to determine how such information could best be combined with the Print Archives Preservation Registry (PAPR) to facilitate acquisition and preservation decisions in libraries.

The Center for Research Libraries seeks NEH Research and Development Tier I funding for the planning phase of a major effort to mine the records of historical print serials reformatted through major humanities preservation microfilming programs and digitization efforts. During the planning phase, CRL will assemble from a variety of sources a testbed of bibliographic records, holdings information, and other documentation on an estimated 20,000 journals reformatted over the last fifty years by libraries and trustworthy publishers. CRL will assess the quality and reliability of records and information related to these reformatted serials, and will determine the extent to which the acquired information can be integrated with other existing data on print serials in the Print Archives Preservation Registry (PAPR). Finally, CRL will test the applicability of that information to library decisions on preservation and maintenance of print serial collections.

PR-263888-19Preservation and Access: Research and DevelopmentTrustees of Dartmouth CollegeAccessible Civil Rights Heritage Project1/1/2019 - 9/30/2022$299,863.00MarkJ.Williams   Trustees of Dartmouth CollegeHanoverNH03755-1808USA2018Film History and CriticismResearch and DevelopmentPreservation and Access29986302774390

The development of processes and guidelines to facilitate the use of historical film and video from the civil rights era, with a focus on enabling access for blind and visually impaired users.

The Accessible Civil Rights Heritage (ACRH) Tier II proposal seeks to develop processes and guidelines supporting the delivery of annotated archival video to the higher education community with a particular focus on blind and visually impaired (BVI) users. The ACRH project will research the creation, curation, and consumption of online humanities collections by developing a test corpus of culturally significant newsfilm on American civil rights, dating from the 1950s to the 1980s. ACRH will then combine the deep knowledge of experts on the era with the work of archivists and human-cognition researchers to develop new cataloging and access procedures that deliver high-quality, meaningful experiences to BVI users about culturally significant material. The team will produce evidence-based accessibility guidelines and software that will be published as open resources for use by educators and archivists.

PR-263931-19Preservation and Access: Research and DevelopmentRITDigital Preservation and Access to Aural Heritage Via A Scalable, Extensible Method1/1/2019 - 12/31/2022$347,701.00Sungyoung Kim   RITRochesterNY14623-5698USA2018Interdisciplinary Studies, OtherResearch and DevelopmentPreservation and Access34770103477010

The development of capture protocols, standards, and tutorials for long-term preservation and virtual representations of aural heritage.

Aural heritage preservation documents and recreates the auditory experience of culturally important places, enabling virtual interaction through physics-based reconstructions. A form of “intangible” cultural heritage, aural heritage is captured via spatial acoustics techniques, creating digital audio data for auralizations (reconstructions for listening). This project will 1) codify a protocol for the capture, verification, and auralization of aural heritage, demonstrated in case-study application on three culturally distinct sites; 2) create extensibility pathways for the widespread adoption of this protocol, including workshops, web-based tutorials, and other freely disseminated resources that enable non-acoustical specialists to apply the method to a diversity of sites. Case study demonstrations of the method will serve as models for site constituencies, Humanities researchers, and other cultural heritage practitioners, while providing a digital archive of endangered aural heritage.

PR-263932-19Preservation and Access: Research and DevelopmentJohns Hopkins UniversityEncapsulation: Past, Present, and Future1/1/2019 - 12/31/2023$349,879.00Patricia McGuiggan   Johns Hopkins UniversityBaltimoreMD21218-2608USA2018Interdisciplinary Studies, OtherResearch and DevelopmentPreservation and Access34987903498790

A Tier II project to conduct experimental analyses on polyethylene-terephthalate (PET) encapsulation products used in preserving historical documents, along with the testing of newer encapsulation materials and the execution of a national survey about the number and condition of encapsulated documents in library and archival collections.

The preservation of documents by PET encapsulation is one of the most popular methods of paper conservation. In spite of this, there are concerns regarding whether the PET envelope traps acidic gases naturally produced by paper which might harm the document. We propose measuring the permeation of gases through archival PET as well as the properties of encapsulated papers. We will also survey the encapsulation methods used in libraries and archives in the US and test the condition of naturally aged PET in local libraries. We will also investigate newer, breathable films which might be used for archival storage of paper documents.

PR-263935-19Preservation and Access: Research and DevelopmentUniversity of ChicagoFar from Home: Exploring the application of non-destructive XRF clay analysis for the provenience study of cuneiform tablets1/1/2019 - 12/31/2021$70,363.00Susanne Paulus   University of ChicagoChicagoIL60637-5418USA2018Near and Middle Eastern HistoryResearch and DevelopmentPreservation and Access70363042339.060

A study of the applicability of geochemical clay analyses, including portable energy dispersive X-ray fluorescence (pXRF) and laser-induced breakdown spectroscopy (LIBS), for establishing the provenance of cuneiform tablets held by the Oriental Institute (OI) of the University of Chicago.

Unprovenanced clay tablets with cuneiform writing from the Near East present a legal, ethical, and scholarly challenge for cultural heritage preservation, museum collections, and scholars. The goal of this project is to prove that chemical clay analysis employing X-ray fluorescence and laser-induced breakdown spectroscopy is a viable method to determine the provenance of those antique objects.

PR-263939-19Preservation and Access: Research and DevelopmentArizona Board of RegentsDevelopment of Image-to-text Conversion for Pashto and Traditional Chinese1/1/2019 - 12/31/2020$75,000.00MarekR.Rychlik   Arizona Board of RegentsTucsonAZ85721-0073USA2018Interdisciplinary Studies, GeneralResearch and DevelopmentPreservation and Access75000071161.380

The development of optical character recognition (OCR) technology and a software prototype for an open-source global language and culture databank for Pashto and Traditional Chinese.

The proposed NEH Research and Development Tier 1 project will provide a foundation for a large-scale, open source, global language and culture data bank for Pashto and Traditional Chinese. The Tier 1 activities include: fundamental research, building a software prototype and formulating a plan for Tier 2. The most important outcome of the Tier 1 phase will be software implementing new optical character recognition (OCR) technology for the two languages. The expected outcome of the entire project will be improved access and preservation of documents in Pashto and Traditional Chinese, collectively representing the cultural heritage of hundreds of millions of people, which will have a major impact on research in the humanities.

PR-263944-19Preservation and Access: Research and DevelopmentMIPoPSDV Rescue5/1/2019 - 4/30/2022$191,835.00Rachel Price   MIPoPSSeattleWA98104-1822USA2018History, OtherResearch and DevelopmentPreservation and Access19183501918350

The development of procedures and tools designed for the preservation of Digital Video (DV) recordings, a highly fragile format used widely in the mid-1990s through 2000s, documenting local heritage, oral histories, arts performances and a variety of other cultural events and activities.

Moving Image Preservation of Puget Sound (MIPoPS) is requesting supporting funds via a Tier II National Endowment for the Humanities Research and Development grant for a project, titled DV Rescue. [The project will] develop procedures and tools that will support migrating data from DV tapes into digital files suitable for long-term preservation. This will fill an urgent need for DV tape transfer tools that can rescue content from at-risk digital videotape formats. The DV Rescue project will entail two years of work to develop open source and freely available software, user research and testing, and create documentation to help define and perform comprehensive, automated, and easy-to-use data migration techniques. MIPoPS will collaborate with RiceCapades, a consulting and development company. They will also work with eight institutions currently collecting DV videotape to conduct research, define preservation workflows, establish standards and develop the most impactful tools f

PR-268710-20Preservation and Access: Research and DevelopmentUniversity of California, BerkeleyUniversal Scripts Project3/1/2020 - 11/30/2023$306,370.00DeborahWinthropAnderson   University of California, BerkeleyBerkeleyCA94704-5940USA2019LinguisticsResearch and DevelopmentPreservation and Access2393706700023591067000

The preparation of eight scripts—six historical and two modern—for inclusion in the international Unicode standard, to aid research using materials in historical scripts and to promote communication in minority language communities.

Although computer and mobile users in many parts of the world can now communicate in hundreds of languages by using their own native writing system, there are still linguistic minority groups, and users of historical writing systems, who cannot. This is because the letters and symbols of these scripts are not yet part of the international character encoding standard, known as Unicode. More than one hundred and thirty eligible scripts are not yet included in Unicode, which directly affects humanities research, the creation of the global digital repository of humankind's literary and cultural heritage and, for users of modern scripts, basic communication. This project will fund proposals for two modern and six historical scripts (or major script additions) for inclusion in the standard, and pave the way for electronic communication in (and about) scripts by scholars and other user communities.

PR-268771-20Preservation and Access: Research and DevelopmentFAICBuilding a Life Cycle Assessment Tool & Library of Preventive Conservation Methods3/1/2020 - 2/28/2023$350,000.00Lissa Rosenthal-YoffeSarah SuttonFAICWashingtonDC20005-1704USA2019Interdisciplinary Studies, GeneralResearch and DevelopmentPreservation and Access35000003500000

Development of an online Life Cycle Assessment (LCA) tool and library for conservation and preservation professionals. When completed, this tool and library would help cultural heritage institutions evaluate the environmental and human health impacts of collection management activities, including conservation treatment, storage, loans, and exhibitions.

The Foundation for Advancement in Conservation (FAIC) will conducted Life Cycle Assessments (LCAs) that will help collection care professionals to make informed choices that protect health and the environment while continuing to preserve and exhibit humanities collections. 3,500 materials, products, and processes will be researched and made available through an online Tool. Complex processes will captured in an LCA Library to guide collections care decision-making. Research results will be disseminated through articles, blog posts, presentations, workshops, and a traveling exhibit . Key research support will be provided by Northeastern University and the Pratt Institute. Principal Investigators are Matt Eckelman (NEU), Sarah Nunberg (Pratt), Eric Pourchot (FAIC), and Sarah Sutton (Sustainable Museums).

PR-268783-20Preservation and Access: Research and DevelopmentRITLow-Cost End-to-End Spectral Imaging System for Historical Document Discovery3/1/2020 - 2/28/2024$350,000.00David Messinger   RITRochesterNY14623-5698USA2019Interdisciplinary Studies, GeneralResearch and DevelopmentPreservation and Access35000003476800

A Tier II project to develop a low-cost spectral imaging system and accompanying software to recover obscured and illegible text in historical materials.

Most research libraries and museums hold unique or rare items on which historically significant text is no longer legible due to deterioration or erasure. Spectral imaging - the process of collecting images of objects in many wavelengths of light - has become one solution for recovering obscured and illegible text on historical materials. Unfortunately, these systems are very expensive, and require knowledge of image processing methods. Most libraries and museums cannot afford these systems, nor do they have the capacity to process the data. To mitigate this, we propose to develop a low-cost spectral imaging system with accompanying low barrier-to-entry software.

PR-268817-20Preservation and Access: Research and DevelopmentBoard of Trustees of the University of IllinoisBroadening Access to Text Analysis by Describing Uncertainty3/1/2020 - 5/31/2021$73,122.00William Underwood   Board of Trustees of the University of IllinoisChampaignIL61801-3620USA2019Interdisciplinary Studies, GeneralResearch and DevelopmentPreservation and Access731220731220

A Tier I project to study errors and paratextual noise in optically transcribed digital library texts, and the consequences of these errors on historical and humanistic conclusions measuring trends across time.

The noise associated with digital transcription has become an important obstacle to humanistic research. While the errors in digital texts are easily observed, the downstream effects of error on scholarship are far from clear. Consequential problems for the humanities often spring less from the average level of error in a collection than from the uneven distribution of noise across different periods, genres, and social strata. Uncertainty about this problem undermines confidence in research and discourages some scholars from using digital libraries at all. To address these problems, we will 1) Create paired libraries of clean, manually transcribed volumes and optically-transcribed versions of the same volumes, with or without paratext. 2) Conduct parallel experiments in these corpora to empirically measure the distortions affecting scholarship. 3) Construct a map of error and share resources that help scholars estimate levels of uncertainty in their work.

PR-276751-21Preservation and Access: Research and DevelopmentRegents of the University of MichiganAdvancing the Technical Study of Color in Archaeological Collections3/1/2021 - 8/31/2023$46,595.00Caroline Roberts   Regents of the University of MichiganAnn ArborMI48109-1382USA2020ArchaeologyResearch and DevelopmentPreservation and Access46595045067.30

The development of a research workflow and protocol based on capacity-building technical research in color studies using X-ray fluorescence spectroscopy (XRF) and multi-spectral imaging (MSI) techniques to study archaeological collections at the Kelsey Museum of Archaeology.

Color is a fundamental tool of human expression and has been for millennia. Understanding how people used color in the ancient world can tell us about their beliefs, values, and how they viewed the world around them. Color could be found everywhere: in architectural spaces, on sculpture, and in the clothing people wore. Color choices were made at every level of society, from emperors to individuals in their daily lives. Color was a commodity that traveled across the ancient Mediterranean, from western Spain to the Fayoum region of Egypt. Certain colors were so valued – and so rare – that people devised ways to create them chemically. We know much of this thanks to the scientific study of color that survives on artifacts. Technical color research provides physical evidence of the prevalence and variety of color in antiquity, and is changing the way we think about the ancient world.

PR-276760-21Preservation and Access: Research and DevelopmentUCLA; Regents of the University of California, Los AngelesEmbedding Sustainability in Cultural Heritage Conservation Education3/1/2021 - 8/31/2022$75,000.00Glenn WhartonEllen PearlsteinUCLA; Regents of the University of California, Los AngelesLos AngelesCA90024-4201USA2020Arts, OtherResearch and DevelopmentPreservation and Access750000750000

An eighteen-month research project to develop models, tools, and a strategic plan for teaching sustainability in cultural heritage conservation programs.  Funding would support a research associate for the duration of the project who would coordinate activities between UCLA faculty, Getty Conservation Institute scientists, and an outside advisory board consisting of engineers, architects, and conservators with demonstrated expertise in sustainability.

The UCLA/Getty Interdepartmental Program in the Conservation of Archaeological and Ethnographic Materials respectfully requests $75,000 for a Tier I National Endowment for the Humanities Research and Development Grant. We are proposing an eighteen month research project working with a Research Associate and an Advisory Committee to create a strategic plan for teaching sustainability in cultural heritage conservation. The project is the first phase of a larger initiative to integrate sustainability theory and practice into course offerings, convene a workshop of interdisciplinary experts, and create models and scalable curricular materials for publication by eScholarship, an open access publishing platform subsidized by the University of California. We will develop materials through research at UCLA and the Getty, and distribute them widely to benefit educational programs in cultural heritage conservation, library and archives preservation, and conservation of the built environment.

PR-276810-21Preservation and Access: Research and DevelopmentGeorge Mason UniversityUnlocking Endangered Language Resources3/1/2021 - 2/29/2024$349,677.00Antonios Anastasopoulos   George Mason UniversityFairfaxVA22030-4444USA2020Computational LinguisticsResearch and DevelopmentPreservation and Access34967703492830

The development of modern Optical Character Recognition and post-correction tools tailored for Indigenous Latin American languages through a multilingual benchmark, software package, web interface, and digitized data to be returned to the Archive of the Indigenous Languages of Latin America (AILLA).

This project will unlock endangered and low-resource language data that have already been collected in the past and are stored in linguistic archives like the Archive of the Indigenous Languages of Latin America (AILLA).  To do so, we will combine modern machine learning tools with linguistic expertise to develop modern Optical Character Recognition and post-correction tools, tailored to the intricacies of these language data.  The result will include a multilingual benchmark, a software package, a web interface, and digitized data that will be returned to AILLA for storage.

PR-276851-21Preservation and Access: Research and DevelopmentUniversity of HawaiiImproving Audio Description, Improving Access to the Humanities3/1/2021 - 2/29/2024$296,203.00Brett OppegaardThomasH.ConwayUniversity of HawaiiHonoluluHI96822-2247USA2020CommunicationsResearch and DevelopmentPreservation and Access29620302861910

A three-year Tier II project to develop best practices for creating audio descriptions of humanities collections for the blind, visually impaired, and deaf-blind.

Audio Description is an emerging and novel form of the digital humanities. Media accessibility is its primary purpose, as a way to translate visual media into audible media. But for its primary audiences – people who are blind or visually impaired – it is not a feature, bonus, or an extra, it is the medium through which they understand the visual humanities, including photographs, illustrations, videos, collages, and maps. This Research and Development project, “Improving Audio Description, Improving Access to the Humanities,” strategically focuses on creating better empirical foundations based on field tests, better open-source support infrastructure, and better in-situ models of Audio Description as a way to systematically address major challenges in the field. Through this approach, the research team will simultaneously build, test, support, review, and study new models in authentic heritage contexts across the country.

PR-276878-21Preservation and Access: Research and DevelopmentRITIntegrating Risk Assessment for Pollutants into Energy-saving Strategies for Sustainable Environmental Management of Collection Storage Spaces3/1/2021 - 2/28/2025$350,000.00EmmaJRichardsonMarvin CummingsRITRochesterNY14623-5698USA2020Interdisciplinary Studies, OtherResearch and DevelopmentPreservation and Access35000003500000

A three-year Tier II advanced research project to develop a diagnostic methodology for cultural heritage institutions to monitor and adjust room-level pollutant concentrations while implementing sustainable preservation strategies.

RIT’s Image Permanence Institute is applying for a three-year Tier II: Advanced Implementation Grant to integrate new methods for pollution risk assessment into best practices for implementing energy-saving strategies in mechanical systems serving collection spaces. Pollutants are pervasive, occurring in indoor and outdoor air, causing damage to nearly all forms of collection objects. The project will document, analyze, and interpret changes to pollutant concentrations when implementing energy-saving strategies, as compared to standard operation. A data collection and modeling procedure will be developed to help institutions balance their own indoor and outdoor pollutant levels with preservation quality, energy-savings optimization, and reduced carbon footprint. The proposed project’s relation to climate change, financial impact, and preservation makes it both timely and pressing, and the results will be applicable to the vast majority of collecting institutions.

PR-276897-21Preservation and Access: Research and DevelopmentMIPoPSDigital Video Commander3/1/2021 - 8/31/2024$217,265.00Libby Hopfauf   MIPoPSSeattleWA98104-1822USA2020History, OtherResearch and DevelopmentPreservation and Access21726502160380

A Tier II project to develop opensource software and training documentation for the preservation of digital videotape collections, a prevalent format from the mid-1980s to the late 2000s for recording news broadcasts, home movies, oral histories, and artistic and ethnographic performances.

The Digital Video Commander project seeks to reframe the paradigm of preservation as it applies to digital moving images, rather than adopting the practices used for analog videotape. It will do so by developing open source software, facilitating user testing, and creating documentation, which will result in intuitive, comprehensive and automated data migration techniques.

PR-284350-22Preservation and Access: Research and DevelopmentUniversity of South Carolina“Virtual bench: a hybrid research and computation platform for digital surrogates of motion picture films”5/1/2022 - 12/31/2024$349,106.00Greg WilsbacherJun ZhouUniversity of South CarolinaColumbiaSC29208-0001USA2021Media StudiesResearch and DevelopmentPreservation and Access34910603491060

A Tier II project to develop two specialized open-source software tools, Virtual Bench Research Platform and Virtual Bench Compute, for improving the preservation and material study of digitized film.

Motion picture film is more than an image. While the history of cinema provides ample evidence that the film industry from its beginnings strove to promote the illusion of an immaterial presence illuminating a screen in a darkened theater, the reality of film’s physical presence rolled through projectors in booths, weighed down shipping containers as it was shuttled from one theater to another, and fell to the cutting room floor during editing. The residue of a century of filmmaking (theatrical and non-theatrical, professional and amateur, documentary and fiction, news and nonsense) now resides in film archives once or twice removed from the industries and communities that produced the content. How this large collective archive will live on to be studied by scholars of the future remains a question without a satisfactory answer. The University of South Carolina seeks a $349,106 award to fund a two-year project that will push the boundaries of possibility for scholarly access to motion picture film elements surviving in film archives. We propose a two-pronged project that will demonstrate the inherent value of digitizing the entirety of a film element, known as a full overscan, to create a digital surrogate of the material motion picture film object.

PR-284351-22Preservation and Access: Research and DevelopmentWayne State UniversityHamtramck Historic Spatial Archaeology Project3/1/2022 - 8/31/2023$74,966.00Krysta RyzewskiDonald LafreniereWayne State UniversityDetroitMI48201-1347USA2021AnthropologyResearch and DevelopmentPreservation and Access749660749660

A Tier I project to develop a prototype Historic Spatial Data Infrastructure (HSDI) that links archival, archaeological, and geospatial data associated with Hamtramck, Michigan.

The Hamtramck Historic Spatial Archaeology Project seeks Tier 1 Research & Development funding to support early-stage development of a Historic Spatial Data Infrastructure (HSDI) that will be among the first attempts to link archival, archaeological, and geospatial data across time and space. Over 18 months, the Hamtramck Historic Spatial Archaeology Project team will produce a prototype HSDI based on the case study of the Old Hamtramck Center site. The Hamtramck HSDI will have two components: the back-end data infrastructure of the HSDI and a front-end digital deep map of Hamtramck. The HSDI will advance the humanities by demonstrating how seemingly disparate strands of historical knowledge can be evaluated, integrated and represented in a digital, open access format.


PR-284385-22Preservation and Access: Research and DevelopmentUniversity of OregonGetting the Latest Scoop: A New Tool to Expand Access to Online Newspaper Collections3/1/2022 - 2/28/2025$346,391.00Julia Simic   University of OregonEugeneOR97403-5219USA2021Interdisciplinary Studies, OtherResearch and DevelopmentPreservation and Access34639103463910

The expansion of Open ONI, a collection of open-source, collaboratively developed newspaper-hosting software, that will make digitally accessible many kinds of serial publications, such as periodicals, born-digital news, and serials published after 1963.

The changing preservation and maintenance landscape for digital newspapers necessitates an innovative, customizable, and lightweight technical solution to support local newspaper digitization and preservation programs. The University of Oregon Libraries, in partnership with the Center for Digital Research in the Humanities at the University of Nebraska–Lincoln, seeks funding to expand on the impact of the National Digital Newspaper Program by enhancing the existing software for better distribution and easier adoption by managers and curators of digital and born-digital newspapers. This project addresses the gaps in the currently-available systems by creating an open-source alternative to vendor systems or other shared digital collections repositories, and to continue expanding the Open ONI partnership and initiative to better serve institutions that want an easily-deployable and maintainable website for their digital newspaper collections.

PR-284396-22Preservation and Access: Research and DevelopmentMetropolitan Museum of ArtA Novel Tripartite Approach to Biomolecule Analysis for the Identification of Unknown Artistic Materials Applied to the Use of Chia Oil in Art from New Spain9/1/2022 - 8/31/2024$349,999.00Julie ArslanogluRonda KaslMetropolitan Museum of ArtNew YorkNY10028-0113USA2021Art History and CriticismResearch and DevelopmentPreservation and Access34999903499990

A Tier II project to develop a scientific methodology for biomolecule identification in art, demonstrated on chia oil in Mexican lacquerware and painting dating from the viceroyalty of New Spain.

Plant and animal products, especially from non-European cultures, are among the most understudied materials of cultural heritage. Yet they hold the keys to place decontextualized objects accurately in space, time and civilization, uncover their manufacturing processes, and ensure their proper conservation/preservation. As museums expand their commitment to the accurate description, classification, interpretation, and attribution of their collections, there is a growing need for new scientific tools and research strategies. This project merges science, conservation, and art history, using chia oil as a model material, which holds cultural significance through its artistic use. Our tripartite approach of lipidomics, proteomics, and DNA analysis applied to chia oil demonstrates the importance of a collaborative research platform for the investigation of any unknown biological material, and produces novel scientific protocols that can be adapted to other materials of biological origin.

PR-284405-22Preservation and Access: Research and DevelopmentNorthwestern UniversityAugmenting Polarized Light Microscopy with Computational Imaging and Deep Learning for Cultural Heritage3/1/2022 - 2/28/2025$350,000.00AggelosK.KatsaggelosOliverStrides CossairtNorthwestern UniversityEvanstonIL60208-0001USA2021Interdisciplinary Studies, GeneralResearch and DevelopmentPreservation and Access35000003500000

The development of image-based, quantitative protocols for Polarized Light Microscopy (PLM) using hardware and deep learning algorithms to generate image data for pigment identification and diagnosis of patterns of deterioration.

The project proposed here builds on this significant infrastructure and know-how within the conservation profession on PLM use. Focusing on the extensive archive of pigment dispersion slides at the Art Institute of Chicago1 and the Forbes collection at Harvard Art Museums as source materials, this proposal aims to maximize the amount of information extracted from PLM through recent advances in sensor hardware combined with computational imaging and deep learning. In short, we will be modernizing PLM by "harnessing the data revolution"to provide cutting-edge resources for conservators to make pigment identifications and to diagnose patterns of deterioration. As a core part of our dissemination, we will be making both the data collected as well as software pipelines open source for use by anyone and accessible through the Center of Scientific Studies in the Arts'' (NU-ACCESS) online presence.

PR-284416-22Preservation and Access: Research and DevelopmentMidwest Art Conservation Center, Inc.Protecting Public Art Collections: Emergency Preparedness Through Remote Risk Assessment and Mapping3/1/2022 - 2/28/2024$73,842.00ColinD.Turner   Midwest Art Conservation Center, Inc.MinneapolisMN55404-3506USA2021Arts, OtherResearch and DevelopmentPreservation and Access738420738420

A planning project to develop a risk assessment matrix for public art collections using a subset of data from the Washington State Arts Commission’s public art collection.

The Midwest Art Conservation Center (MACC), in partnership with the Washington State Arts Commission (ArtsWA), will support emergency preparedness in public art collections through the development of tools for remote risk assessment, mapping, and emergency plans. This phase of the project will survey emergency preparedness activities and needs for public art collections in the United States, develop a reproducible logical framework for assessing risk remotely, and use that framework to evaluate data from a subset of the ArtsWA collection. This planning phase will conclude with a draft emergency planning document for ArtsWA, a review of the success of the framework, and a roadmap for future modifications and scaling. This project will use existing and accessible technology to fill a void in emergency planning for cultural heritage; it will create a resource that can be adapted and used freely by public art collections nationwide.

PR-290075-23Preservation and Access: Research and DevelopmentFlorida TechAncient Script Digitization and Archival (ASDA) of Indus Valley Artifacts using Deep Learning: A Tier I NEH Research and Development Proposal8/1/2023 - 7/31/2024$74,980.38Debasis Mitra   Florida TechMelbourneFL32901-6975USA2022ArchaeologyResearch and DevelopmentPreservation and Access74980.380749800

A Tier I project to support the development of a machine learning algorithm for identifying the Indus Civilization ancient script.

The proposed project in digital humanities will develop a machine learning (ML) system to automatically elicit texts and symbols from the pictures of artifacts from Indus Civilization. The ASDA system will be capable of automatically inserting these information into a database. The database will be available online and will facilitate automated statistical analyses of data by archaeologists, thus, providing scalability to research that is mostly performed manually now. The Tier-I project will be a proof-of-concept, resulting in a prototype system available online for researchers in archaeology and ML.

PR-290081-23Preservation and Access: Research and DevelopmentUniversity of WashingtonDeveloping a Spanish-language Homosaurus: Using Multi-language Linked Data to Enhance LGBTQ+ Resource Discoverability9/1/2023 - 8/31/2026$349,759.00Marika CiforK.J. RawsonUniversity of WashingtonSeattleWA98105-6613USA2022Interdisciplinary Studies, OtherResearch and DevelopmentPreservation and Access34975903497590

A Tier II project to develop a multi-language linked data platform and a Spanish-language version of the Homosaurus, a controlled vocabulary used to describe LGBTQ+ resources by libraries, archives, museums, and other heritage institutions.

The University of Washington is seeking funding for "Developing a Spanish-language Homosaurus: Using Multi-Language Linked Data to Enhance LGBTQ+ Resource Discoverability." This project has a two-tiered goal of developing a multi-language linked data platform and creating and implementing a Spanish-language version of the Homosaurus vocabulary. The Homosaurus facilitates improved access to LGBTQ+ resources in cultural heritage institutions. This project is a three year collaboration with the Arizona Queer Archives, San Francisco Public Library, and UCLA Chicano Studies Research Center. Each partner has LGBTQ+ collections that would benefit from the addition of Spanish metadata. The implications of this project for linked open data and multi-language discovery systems are considerable. This grant supports the development of a multi-language back-end architecture, a procedure for translation and partnerships, and an implementation strategy to be used for additional languages.

PR-290101-23Preservation and Access: Research and DevelopmentBoard of Regents of the University of Wisconsin System-StoutDigital Archiving and Distribution of 3D Heritage Objects With Robust Material Fidelity5/1/2023 - 5/31/2024$74,961.00MichaelDavidTetzlaff   Board of Regents of the University of Wisconsin System-StoutMenomonieWI54751-2458USA2022Interdisciplinary Studies, OtherResearch and DevelopmentPreservation and Access749610749610

The development of a software platform for the representation of 3D objects, particularly those that are shiny or translucent, in high fidelity.

This project seeks to implement a new software platform that will facilitate more accurate digital archiving and dissemination of 3D objects for cultural heritage institutions using state-of-the-art computer graphics techniques. In contrast with current practices of most institutions, which have been forced to rely on tools and 3D platforms developed for the entertainment industry, this project will develop and promote a robust content pipeline designed for cultural heritage, with an emphasis on capturing and reproducing accurate material appearance for real objects of cultural significance. This workflow will be supported by multiple software deliverables that address the needs of both cultural heritage professionals and the general non-academic public audience.

PR-290105-23Preservation and Access: Research and DevelopmentUniversity of Kentucky Research FoundationWhose History Are We Preserving?: Mapping the Gaps of the National Register of Historic Places from Racial and Ethnic Historical Perspectives6/1/2023 - 5/31/2025$74,999.00Yuha JungDanielJ.VivianUniversity of Kentucky Research FoundationLexingtonKY40506-0004USA2022History, OtherResearch and DevelopmentPreservation and Access749990749990

A Tier I pilot project using Kentucky as a case study for addressing the underrepresentation of buildings and sites associated with minority racial and ethnic groups on the National Register of Historic Places.

The challenge of preservation and access addressed in this project is the underrepresentation of heritage sites associated with minority groups in listings on the National Register of Historic Places, official federal list of properties considered important in American history. This project—based on a pilot study and focused on Kentucky—will quantify the preservation gaps in various racial and ethnic groups against census data through keyword mining; investigate the reasons for such preservation gaps of minority heritage sites through interviews with community stakeholders and preservation experts; and develop a model to close the gaps. The project is significant in determining the extent of the preservation gaps and addressing them from community perspectives, mitigating barriers to listing on the Register. More inclusive Register means a more accurate record of America’s history, recognizing the contributions of all and increasing access to diverse histories for future generations.

PR-290125-23Preservation and Access: Research and DevelopmentUCLA; Regents of the University of California, Los AngelesEmbedding Sustainability in Cultural Heritage Conservation Education: Tier II4/1/2023 - 3/31/2026$349,826.00Ellen PearlsteinGlenn WhartonUCLA; Regents of the University of California, Los AngelesLos AngelesCA90024-4201USA2022Arts, OtherResearch and DevelopmentPreservation and Access34982603498260

A project to research and compile data on methods for integrating sustainability into conservation programs as part of a multi-year project to build theoretical frameworks into pedagogical models.

The Embedding Sustainability in Cultural Heritage Conservation Education initiative includes research, analysis, and dissemination of data on barriers against integrating sustainability in conservation and its educational institutions. From our Phase I research we learned that regardless of whether respondents want to incorporate sustainability into their work, many face opposition or institutional resistance. We also found systematic exclusion of sustainability in our own teaching. The research is informed by intellectual and scientific research underway at UCLA, the Getty Conservation Institute, and global institutions across the humanities. It is also informed by multiple ways of caring for cultural heritage from our interdisciplinary team of Indigenous leaders, ethnographers, cultural resource managers, and community stakeholders. Our ultimate goal is to develop methods for mitigating sustainability barriers that will have impact across the humanities.

PR-290136-23Preservation and Access: Research and DevelopmentIthaka Harbors, Inc.Preserving Their Stories: Archiving Mass Incarceration3/1/2023 - 9/30/2024$74,376.00Laura Brown   Ithaka Harbors, Inc.New YorkNY10006-1895USA2022Social Sciences, GeneralResearch and DevelopmentPreservation and Access743760735930

A Tier 1 project to research the challenges that non-traditional memory organizations face in preserving and making accessible materials created by incarcerated people.

Ithaka S+R, in partnership with the Justice Arts Coalition (JAC), requests $74,376 for a 12-month Tier 1 grant that aims to understand the challenges that community organizations like prison arts programs, books to prisons programs, and higher education in prison programs face in preserving and making accessible materials created by incarcerated people. The immediate objectives of the project are to 1) conduct exploratory desk research to identify organizations that are collecting or receiving work made by incarcerated people 2) conduct interviews with representatives of those organizations to document their partnerships, training, and resource needs in preserving and making materials accessible, 3) build relationships among key stakeholders; and 4) host a remote convening to share findings and plan for a subsequent program of research, training/resource development and implementation. The proposed period of performance is March 1, 2023-February 29, 2024.

PR-290157-23Preservation and Access: Research and DevelopmentUniversity of MontanaIndigenizing Heritage Collections in Montana: Research, Education, and Mentoring the Next Generation of Stewards6/1/2023 - 5/31/2024$325,107.00KellyJ.Dixon   University of MontanaMissoulaMT59801-4494USA2022ArchaeologyResearch and DevelopmentPreservation and Access32510703078270

A Tier II project to address challenges with determining cultural affiliation for objects with vague records. The project would use the University of Montana’s anthropological and humanities collections as a case study to develop a methodology for Indigenized collections handling.

This project builds on the past seven years of relationship-building the University of Montana’s Anthropological Collections Facility has established with tribal cultural heritage leaders to develop standards and practice for preserving and enhancing access to humanities collections. We are now poised to develop Indigenized collections handling, decision-making, and educational programs that center on a specific, yet ubiquitous problem: determining cultural affiliation for objects with unclear, contradictory, and/or incomplete collections records. The solution we propose to research here is to hire two post-doctoral fellows, a graduate research assistant (RA), and interns to develop a mentor-based, hands-on series of educational programs that emphasize outreach, ethics, and audiovisual ways of enhancing and inspiring tribal access to UM’s cultural heritage collections. These programs will culminate in a Hybrid Collections Management Training and Cultural Affiliation Symposium.

PR-290163-23Preservation and Access: Research and DevelopmentBAVCPerforming A Nation-Wide Survey of Audiovisual Preservation3/1/2023 - 2/28/2025$215,625.00Kelli Hix   BAVCSan FranciscoCA94110-1472USA2022Arts, OtherResearch and DevelopmentPreservation and Access21562502151860

A Tier II project to conduct a national study employing surveys, interviews, and site visits to investigate the state of audiovisual preservation.

BAVC Media respectfully requests $215,625 to complete a national study of audiovisual preservation. There currently exists no centralized assessment of exactly who is preserving large swaths of the extant archival audiovisual heritage in the United States, nor have the methods pertinent to this work been fully documented. BAVC Media seeks funding to understand the state of the audiovisual archiving field, in order to create a collective response to the coming challenges in preservation by empowering all stakeholders with tangible data and recommendations they can utilize in their work. We propose to design a study employing surveys, interviews and site visits to develop a contemporary analysis of the field’s demographics, practices, and challenges. Analyzing the current status of the field at a national level, inclusive of organizations that may be under-resourced, is vital due to the magnetic media crisis which threatens an impending loss of the world’s audiovisual heritage.

PR-295844-24Preservation and Access: Research and DevelopmentUniversity of Maine, OronoConnecting Communities with Collections: Indigenous Stewardship of Wabanaki Basketry to Create a Lexicon for Cataloging3/1/2024 - 2/28/2026$99,947.00Gretchen Faulkner   University of Maine, OronoOronoME04473-1513USA2023Cultural AnthropologyResearch and DevelopmentPreservation and Access999470999470

A Tier I project to create a digital lexicon of Wabanaki basketry to be used as a model for other institutions and collections of Wabanaki material culture.

Project goals are to create a lexicon to describe the many basket types that were made by Wabanaki basketmakers and establish standard terminology for styles or forms of baskets as well as decorative elements, weaving materials, and family design hallmarks. The project will draw on holdings at the Hudson Museum and the Penobscot Nation Museum, two of the most extensive institutional collections in the U.S. Terminology will be generated by Wabanaki basketmakers, and the resulting lexicon will be available as a digital open-source resource. This two-year project will serve as a proof-of-concept for standardized, community-based language to support future TK label projects, will advance historical and cultural knowledge and will expand cultural competencies among future audiences. It addresses the NEH’s special interest areas focused on protecting imperiled cultural heritage, serving under-represented communities, and responding to climate change.

PR-295870-24Preservation and Access: Research and DevelopmentStanford UniversitySustaining early disciplinary websites of lasting importance: The case of history of science3/1/2024 - 2/28/2026$100,000.00MichaelA.Keller   Stanford UniversityStanfordCA94305-2004USA2023History of ScienceResearch and DevelopmentPreservation and Access1000000992430

A Tier I project to develop guidelines for preserving and providing access to the content of early scholarly websites in a sustainable manner.

Scholars of the history of science and technology produced some of the first digital projects that demonstrated how websites could be used as repositories of information and documentation to support research, yet most are no longer maintained or accessible. Stanford University Libraries project, Sustaining Early Disciplinary Websites of Lasting Importance, proposes to run an inter-linked set of studies covering 1) user preferences for accessible and sustainable historical digital scholarly collections; 2) potential technical solutions recommended by library developers who regularly work with scholarly data; and 3) UX testing of wireframes or prototypes based on the received recommendations. We have selected three websites of widely recognized importance in the field of history of science, all of which are currently either inaccessible or becoming unusable. Outcomes will consist of preliminary guidelines for preserving and providing access to the content of early scholarly websites.

PR-295889-24Preservation and Access: Research and DevelopmentNortheast Document Conservation Center, Inc.Developing the Missing Tools and Workflows for Preserving Digital Audio Tape (DAT)3/1/2024 - 2/28/2026$349,009.00Bryce Roe   Northeast Document Conservation Center, Inc.AndoverMA01810-1438USA2023Interdisciplinary Studies, GeneralResearch and DevelopmentPreservation and Access34900903490090

A Tier II project to develop open-source software and workflows to reformat audio recordings on DAT tapes according to preservation standards.

This project seeks to address the lack of accessible tools and preservation workflows for accurately transferring audio and metadata from DAT tapes. DAT tapes are at a much higher risk than many older audio formats, and are very likely to contain unique content. The goal of this project is to make the transfer of audio data from DAT tape as straightforward and verifiable as it would be to transfer a Broadcast WAVE file from a modern audio recorder. We plan to meet these objectives by updating long-abandoned open-source DAT transfer applications to work with modern computers, developing multiple strategies for transferring data with DAT players and DDS drives (a technology that facilitates direct data transfer), building more robust metadata standards that account for the unique properties of DATs, and facilitating an outreach program to give managers of DAT collections accessible, easy-to-follow guidance to save unique audio hidden on this obsolete format.

PR-295902-24Preservation and Access: Research and DevelopmentFoundation for Ethical Stewardship of Cultural HeritageThe Mediterranean Antiquities Provenance Research Alliance (MAPRA): Phase I3/1/2024 - 2/28/2027$349,315.00MireilleMichelleLee   Foundation for Ethical Stewardship of Cultural HeritageNashvilleTN37215-3344USA2023ClassicsResearch and DevelopmentPreservation and Access34931503493150

Establishment of a standard nomenclature and protocol for undertaking provenance research on Mediterranean antiquities, piloting of the protocol in four university test cases, and creation of a website with compiled resources and a listserv for individuals doing provenance research on Mediterranean antiquities.

The Mediterranean Antiquities Provenance Research Alliance (MAPRA) will bring together academics and museum professionals to create data standards and a protocol for undertaking provenance research on art and artifacts from the ancient Mediterranean. Mediterranean antiquities with no known provenance have been collected for decades, creating an illicit market fed by the looting of archaeological sites and museum thefts. As a result, ancient art and artifacts are damaged or lost, and archaeological sites are destroyed, depriving archaeologists of vital contextual information. MAPRA will provide training and resources for provenance research on objects from the ancient Mediterranean, in order to right the wrongs of the past and help curb the trade in illegal antiquities.

PR-295923-24Preservation and Access: Research and DevelopmentRITEvaluating the Mechanical Stability of 3D Printed Materials to Inform Collections Care Decision Making for Preservation and Access4/1/2024 - 8/31/2026$315,854.00Meredith NoyesEmmaJRichardsonRITRochesterNY14623-5698USA2023Social Sciences, OtherResearch and DevelopmentPreservation and Access31585403158540

A Tier II project to investigate the mechanical stability of 3D-printed materials used for the storage, transport, display, and conservation treatment of heritage objects.

This research aims to evaluate the mechanical stability of 3D printed materials used in preservation and access activities. Digital scanning and printing technologies are finding increased use by cultural institutions as they offer new opportunities to reduce the risk of damage to objects during treatment and exhibition preparation by enabling custom-tailored solutions in minimally invasive ways. While 3D printing offers improved efficiencies and outcomes for certain applications, the mechanical and chemical stability of printed materials used in these contexts remains understudied. This project will assess mechanical properties of 3D printed materials exposed to changing environments and as they apply to three major areas of use in preservation and access, namely i) dimensional change of 3D printed materials used for object infills, ii) creep behavior of 3D printed mounts, and iii) damping properties of 3D printed materials in response to dynamic loads.

PR-295929-24Preservation and Access: Research and DevelopmentUniversity of North TexasAdvancing Resources for Cultural Heritage, Inclusion, and Visibility for ALL Communities - Minority Serving Institutions9/1/2024 - 8/31/2025$97,484.00BradyD.LundMorgan GieringerUniversity of North TexasDentonTX76203-5017USA2023Social Sciences, OtherResearch and DevelopmentPreservation and Access974840884140

A Tier I project to survey the capacity and needs of the archives and libraries of over 500 Minority Serving Institutions located across the United States.

This grant proposal seeks funding for the Tier I project, ARCHIV-ALL MSI, which aims to investigate the state of archives, archival holdings, and practices in Minority Serving Institutions (MSIs) in the United States. Through a triangulated research approach consisting of content analysis, a survey and focus groups of 400 MSI archivists, archival workers, and library directors, the project seeks to evaluate the capacity of MSI archives to represent the cultural heritage and history of the minority students they serve, as well as their challenges and needs. This research project will serve as a foundational step in creating a wider network of resources for MSI archivists and scholars working with MSI archives. This project aims to ensure that the cultural heritage and history of MSIs are preserved and centered in the wider conversation about campus archives.

PR-295945-24Preservation and Access: Research and DevelopmentMidwest Art Conservation Center, Inc.Protecting Public Art Collections3/1/2024 - 2/28/2026$213,134.00ColinD.Turner   Midwest Art Conservation Center, Inc.MinneapolisMN55404-3506USA2023Interdisciplinary Studies, GeneralResearch and DevelopmentPreservation and Access21313402129790

A Tier II project to develop tools for remote risk assessment and emergency planning for public art collections.

The Midwest Art Conservation Center will support emergency preparedness in public art collections through the development of tools for remote risk assessment and emergency planning. This is a Tier 2 implementation application and follows the successful completion of a Tier 1 planning grant awarded by the NEH in 2021. This phase will apply a risk assessment protocol developed in phase 1 to artworks in the collections of five diverse partner organizations. It will develop a free toolkit for public art collections nationwide and provide training for a wider group of public art caretakers to independently perform similar remote risk assessments and develop emergency plans for their collections. This project will use existing and accessible GIS mapping technology to fill a void in emergency planning for cultural heritage; it will create a resource that can be adapted and used freely by public art collections nationwide, ultimately improving their sustainability and resilience.