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Understanding the origins of errors between model predictions and catchment observations is a critical element in hydrologic model calibration and uncertainty estimation. Difficulties arise because there are a variety of error sources but only one measure of the total residual error between model predictions and catchment observations. One promising approach is to collect extra information a priori to characterize the data error before calibration. We implement here a new model calibration strategy for an ecohydrological model, using the satellite metadata information as a means to inform the model priors, to decompose data error from total residual error. This approach, referred to as Bayesian ecohydrological error model (BEEM), is first examined in a synthetic setting to establish its validity, and then applied to three real catchments across Australia. Results show that (a) BEEM is valid in a synthetic setting, as it can perfectly ascertain the true underlying error; (b) in real catchments the model error is reduced when utilizing the observation error variance as added error contributing to total error variance, while the magnitude of total residual error is more robust when utilizing metadata about the data quality proportionality as the basis for assigning total error variance; (c) BEEM improves model calibration by estimating the model error appropriately and estimating the uncertainty interval more precisely. Overall, our work demonstrates a new approach to collect prior error information in satellite metadata and reveals the potential for fully utilizing metadata about error sources in uncertainty estimation. Plain Language Summary: Ecohydrological models use climate data to make predictions about streamflow and vegetation variables, such as leaf area index (LAI). However, these models have errors that affect their accuracy. Generally, three sources of error may impair model prediction and uncertainty analysis: (a) data error; (b) parameter error; and (c) model structure error. These errors are difficult to identify, as they are only observed through the mismatch between the model output and observations. One solution is to collect independent information about the data error to help identify different sources error and to undertake uncertainty analysis. If we can estimate independently that the observations have a certain amount of error (e.g., due to the sensing equipment accuracy) then we can estimate what the remaining error is via a statistical model. Following this logic, this study collected prior info of LAI error based on satellite metadata to improve our estimates of the total model error. We call this approach BEEM (Bayesian Ecohydrological Error Model), and this study is focused on how BEEM improves the uncertainty analysis of a model. Results show that BEEM gives more accurate model prediction intervals in real case studies. Key Points: A Bayesian ecohydrological error model (BEEM) is proposed to separate data error from total residual errorThe BEEM uses error information from satellite LAI metadata and reveals the potential of utilizing prior information in uncertainty estimationThe BEEM works well in both synthetic case and real catchments [ABSTRACT FROM AUTHOR]

This paper is a discussion of the use of metadata, in its various manifestations, to access information. Information management standards are discussed. The connection between the ancient world and the modern world is highlighted. Individual perspectives are paramount in fulfilling information seeking. Metadata is interpreted and reflected upon in a broad sense, using its literal meaning.

This paper reports recent work in developing of structures and processes that support university teachers and instructional designers incorporating learning objects into higher education focused learning designs. The aim of the project is to develop a framework to guide the design and implementation of high quality learning experiences. This framework is premised on the proposition that learning objects are resources that can be incorporated within a learning design. The learning design serves as the pedagogical model that drives the development. The first phase of the project required an analysis of metadata schemas by which learning objects could be described, to facilitate discovery, retrieval and inclusion in a learning design. In particular, the pedagogical descriptors within the IEEE Learning Object Metadata (LOM) standard were examined to determine their suitability for use in this project. The findings indicated that enhancement of the educational descriptors was required. To address this, a learning object metadata application profile specific to Australian higher education has been developed. This paper describes the process by which the metadata application profile was developed within the context of the overall project.

Discusses issues concerning metadata in Web pages based on experiences in a vocational education center library in Queensland (Australia). Highlights include Dublin Core elements; search engines; controlled vocabulary; performance measurement to assess usage patterns and provide quality control over the vocabulary; and considerations given the timeframe for the project's completion. (LRW)

The goal of the State Library of Queensland's (Australia) Metadata Project is the deployment of metadata using the Dublin Core Metadata Element Set in State Library Web pages. This is expected to improve resource discovery by Internet users, through providing index information (metadata) in State Library Web pages which is then available to search engines for indexing. (Author/AEF)

This paper examines the University of Sydney Library's development and piloting of a methodology to survey its Aboriginal and Torres Strait Islander cultural collections, to enhance catalogue metadata and allow culturally sensitive material to be identified and protected. The research falls broadly within the interpretivist epistemology and draws methodologically on Participative Action Research. The pilot survey was conducted using a qualitative, collection-based approach, more specifically Direct Collection Analysis. A broad syntax was used to identify cultural content within the catalogue metadata, and items individually examined to determine the nature of their contents. The findings surface the benefits and shortcomings of the initial methodology. It is recommended future surveys be conducted using more specific terminology checklists and undertaken by a dedicated team that has received care and handling training for cultural materials and is led by an Aboriginal or Torres Strait Islander expert in cultural collections.

This paper examines the University of Sydney Library's development and piloting of a methodology to survey its Aboriginal and Torres Strait Islander cultural collections, to enhance catalogue metadata and allow culturally sensitive material to be identified and protected. The research falls broadly within the interpretivist epistemology and draws methodologically on Participative Action Research. The pilot survey was conducted using a qualitative, collection-based approach, more specifically Direct Collection Analysis. A broad syntax was used to identify cultural content within the catalogue metadata, and items individually examined to determine the nature of their contents. The findings surface the benefits and shortcomings of the initial methodology. It is recommended future surveys be conducted using more specific terminology checklists and undertaken by a dedicated team that has received care and handling training for cultural materials and is led by an Aboriginal or Torres Strait Islander expert in cultural collections. [ABSTRACT FROM AUTHOR]

the broad definition of metadata is 'data about data' or 'data that describe data or information'. In more specific terms, 'metadata is data about other data or objects, used to describe digitized and non-digitized resources located in a distributed system in a network environment' (Haynes, D, p 8). In e-Government applications it may be used, amongst other for the discovery and retrieval of government information, as well as to assist in the management of government electronic resources. In other words, metadata is the key to interoperability. This paper aims to highlight the use of metadata in e-Government projects with a review of the most widely metadata standard used in e-Government application (DC). Also, it will compare the work which has been carried out in the UK, Australia, New Zealand, Canada and Ireland with DC, as all these metadata projects are based on simple Dublin Core metadata. Finally, roadmap for metadata development will be proposed. [ABSTRACT FROM AUTHOR]

Introduction: In an era of ever-increasing medical costs, the identification and prohibition of ineffective medical therapies is of considerable economic interest to healthcare funding bodies. Likewise, the avoidance of interventions with an unduly elevated clinical risk/benefit ratio would be similarly advantageous for patients. Regrettably, the identification of such therapies has proven problematic. A recent paper from the Grattan Institute in Australia (identifying five hospital procedures as having the potential for disinvestment on these grounds) serves as a timely illustration of the difficulties inherent in non-clinicians attempting to accurately recognize such interventions using non-clinical, indirect or poorly validated datasets., Aim: To evaluate the Grattan Institute report and associated publications, and determine the validity of their assertions regarding hyperbaric oxygen treatment (HBOT) utilisation in Australia., Methods: Critical analysis of the HBOT metadata included in the Grattan Institute study was undertaken and compared against other publicly available Australian Government and independent data sources. The consistency, accuracy and reproducibility of data definitions and terminology across the various publications were appraised and the authors' methodology was reviewed. Reference sources were examined for relevance and temporal eligibility., Results: Review of the Grattan publications demonstrated multiple problems, including (but not limited to): confusing patient-treatments with total patient numbers; incorrect identification of 'appropriate' vs. 'inappropriate' indications for HBOT; reliance upon a compromised primary dataset; lack of appropriate clinical input, muddled methodology and use of inapplicable references. These errors resulted in a more than seventy-fold over-estimation of the number of patients potentially treated inappropriately with HBOT in Australia that year., Conclusion: Numerous methodological flaws and factual errors have been identified in this Grattan Institute study. Its conclusions are not valid and a formal retraction is required.

This article details the outcomes of the 'National Learning and Teaching Resource Audit and Classification' project, commissioned by the Australian Government's Office for Learning and Teaching (OLT). The project used a range of methodologies to reorganise the OLT's Resource Library (http://www.olt.gov.au/resource-library), constructing and selecting an optimal set of metadata elements, along with certain vocabularies for these elements, and then reindexing the content of the Resource Library utilising the new schema and vocabularies. This paper reports on a before-and-after evaluation of the Resource Library's search performance through an information retrieval experiment based on searches logged by the repository's content management system. It was found that the reindexing produced a significant increase in average recall from 25.1 to 37.1% and a significant increase in average precision from 37.6 to 50.4%. The paper also describes the construction of a new controlled vocabulary for the 'resource type' element and confirms the importance of clarity, conciseness, structure and scope in research report summaries for accurate document selection. Further, the paper outlines the audit of the OLT collection based on the frequency of particular Australian Thesaurus of Education Descriptors and Australian Standard Classifications of Education used in the reindexing. [ABSTRACT FROM AUTHOR]

Purpose - The ability to establish sustainable frameworks for creating and managing recordkeeping metadata is one of the key challenges for recordkeeping in digital and networked environments. The purpose of this article is to give an overview of the Clever Recordkeeping Metadata Project, an Australian research project which sought to investigate how the movement of recordkeeping metadata between systems could be automated. Design/methodology/approach - The project adopted an action research approach to the research, utilising a systems development method within this framework to iteratively build a prototype demonstrating how recordkeeping metadata could be created once in particular application environments, then used many times to meet a range of business and recordkeeping purposes. Findings - Recordkeeping metadata interoperability, like recordkeeping metadata itself, is complex and dynamic. The research identifies the need for standards and tools to reflect and have the capacity to handle this complexity. Originality/value - This paper provides insights into the complex nature of recordkeeping metadata and the kind of infrastructure that needs to be developed to support its automated capture and re-use in integrated systems environments. [ABSTRACT FROM AUTHOR]

There are numerous obstacles to overcome when conducting queer historical research. While has been a steady increase in work to address the (in)visibility of queer histories and perspectives in institutional heritage collections, this work is often skewed towards outputs such as exhibitions or social media posts. As a result, very little work has been done to interrogate and transform the ways that these materials are managed and made accessible (or not). This paper considers how the lack of rich and explicit descriptive metadata shapes the (in)visibility and (in)accessibility of queer records within institutional archives. It reports the findings of a series of qualitative interviews I conducted with individuals who have searched for queer materials in archival collections in Australia. These interviews explored the practical process of searching for queer records in institutional archives; how researchers identify, locate, and access these records; and the challenges of this process—both in terms of a research methodology, and an experience for queer researchers within potentially hostile or unsafe spaces. [ABSTRACT FROM AUTHOR]

On October 13, 2015, new laws came into force in Australia requiring telecommunications service providers to retain and store their 'metadata' for 2 years so that it remains available for analysis by anti-terrorism strategists and organised crime fighters. But there are ongoing issues associated with this legislative approach, including the threats to privacy thereby, and concerns that the retention system can be circumvented entirely. This paper will outline the legal and criminological questions that need to be explored in order to help policymakers work through these issues so that an appropriate balance can be struck between forestalling crime and terrorism using all available electronic means, and not unduly curtailing the legitimate rights to privacy that citizens in modern democracies currently expect to enjoy. [ABSTRACT FROM AUTHOR]

Background: A growing ability and interest in the collection of data, together with the development and adoption of the FAIR guiding principles, has increased the amount of data available in many disciplines. This has given rise to an urgent need for robust metadata. Within the Australian grains industry, data from over thousands of on-farm research trials (Trial Projects) have been made available via the Online Farm Trials (OFT) website. OFT Trial Project metadata were developed as filters to refine front-end database searches, but could also be used as a dataset to investigate trends in metadata elements. Australian grains crops are being sown earlier, but whether on-farm research trials reflect this change is currently unknown. Methods: We investigated whether OFT Trial Project metadata could be used to detect trends in sowing dates of on-farm crop research trials across Australia, testing the hypothesis that research trials are being sown earlier in line with local farming practices. The investigation included 15 autumn-sown, winter crop species listed in the database, with trial records from 1993 to 2019. Results: Our analyses showed that (i) OFT Trial Project metadata can be used as a dataset to detect trends in sowing date; and (ii) cropping research trials are being sown earlier in Victoria and Western Australia, but no trend exists within the other states. Discussion/Conclusion: Our findings show that OFT Trial Project metadata can be used to detect trends in crop sowing date, suggesting that metadata could also be used to detect trends in other metadata elements such as harvest date. Because OFT is a national database of research trials, further assessment of metadata may uncover important agronomic, cultural or economic trends within or across the Australian cropping regions. New information could then be used to lead practice change and increase productivity within the Australian grains industry., Competing Interests: No competing interests were disclosed., (Copyright: © 2020 Walters J et al.)

In this article, the history of the development of Australia's Web archive, PANDORA, is presented. Criteria for selection, harvesting techniques, the static or dynamic nature of the material, and the technical aspects of archiving are discussed. Policy matters include copyright, permission to archive, legal deposit arrangements, requests to remove harvested material. Practices for administrative, preservation, descriptive, and rights metadata are reviewed. Observations are made on the various functions served by the metadata. The dataflow and the distribution of the cataloguing data are cited. Resources that need periodic re-harvesting due to their dynamic nature and resources that involve parent-child relationships have implications for cataloguing workload. Staffing resources and costs are assessed. [ABSTRACT FROM AUTHOR]

This paper considers the current state of education for bibliographic organisation, considered broadly and encompassing descriptive cataloguing, subject access, classification, metadata, knowledge organisation, bibliographic control and other related areas for all formats of library resources. In it, Australia is used as a case study. Data comes from subject and course descriptions located in the handbook entries and web sites of Australian university-level programmes in library and information studies. Conclusions ate drawn about the range of subjects taught, their focus, and their levels. The paper also considers some aspects of teaching bibliographic organisation by distance education, a mode rapidly becoming the norm for students enrolled in library and information science courses, and notes some of the issues associated with teaching bibliographic organisation in this mode. [ABSTRACT FROM AUTHOR]

Abstract The objective of this study was to evaluate the HealthInsite topic query technique, which uses a dynamic database search to assign resources to a topic. It is an alternative to the explicit classification technique, which relies on the classification of each resource using a predefined classification scheme. We performed a recall-precision analysis on all topics within the broad topic area of Child Health. Recall and precision errors were checked to determine which part of the information retrieval process was at fault. We then compared the topic query technique with the explicit classification technique. The results show errors or problems at every stage of the information retrieval process. This has initiated a review of all the tools used in the process, from indexing guidelines to the search engine. While many errors could be corrected, there were still features of the explicit classification technique that could not be achieved by the topic query technique. In conclusion, the topic query technique has the advantage of flexibility, but close co-operation between the different information retrieval specialists is needed to get the best results. The HealthInsite topic navigation structure should be regarded as an organized set of predefined searches rather than a full classified listing. [ABSTRACT FROM AUTHOR]

Spatial metadata is a critical part of any spatial data infrastructure, which enables the organising, sharing, discovery and use of spatial data. This paper highlights a knowledge gap in the usability of the metadata systems for the end–users. It then addresses the gap by applying the User Centred Design approach to investigate the usability of metadata records. The research engages with end–users concerning efficiency and effectiveness of metadata systems, and end–users' satisfaction and expectations. The results indicate significant gaps with the effectiveness and efficiency of metadata systems for spatial data discovery and selection. Inconsistency and irrelevant information in the metadata records were found in the title, keywords, abstracts, data quality and other elements of the metadata. Additionally, essential improvements were identified for user interfaces. Discouraging presentation of the metadata is a prominent problem found in the interface of the metadata systems. [ABSTRACT FROM AUTHOR]

Identifies deficiencies in Australian statistical agencies' electronic dissemination practices. Metadata for users; Metadata management systems; Risk of technological change; Use of information technology to improve statistical services.

In 2005, the National Library of Australia (NLA) began a pilot project to selectively digitize back issues of major Australian newspapers to provide free public access to over 60 million digitized newspaper articles, dating from the first years of Australian colonization to the early 1960s. Trove, a faceted search engine maintained by NLA, provides access to this very large collection. Unfortunately, Trove lacked any means to filter by location, which raised the tantalizing possibility of using advanced computational techniques to identify long-term patterns and trends in newspaper reportage of people, events, concepts, and many other historical entities. PaperMiner, which utilizes text mining techniques for extracting metadata information, was developed that enabled the inclusion of geolocations of the places cited in the newspaper articles and supported the searching of articles by location and visualizing the results of searches using both location and time using a map of Australia. Using PaperMiner, researchers could see when and where the anti-Chinese leagues movement started in Australia and how it spread, to better focus their subsequent research. PaperMiner can be used as a digital humanities tool to assist in research by replacing the tedium of a shallow scan through thousands of Trove search results with a more efficient method that draws the researchers' attention to more significant times and places where their time can be better spent in deeper analysis. In this article, we describe the techniques utilized in creating PaperMiner and discuss its usability testing with a group of leading researchers in Australian history. [ABSTRACT FROM AUTHOR]

Under the Telecommunications Interception Act 1979 (Cth), telecommunications data does not equate to private communications. Telecommunications data is viewed as the address on the envelope rather than the contents of a letter. As such, law enforcement and a range of Commonwealth, State and Territory government agencies can request and access such data from telecommunications and internet service providers without a warrant. However, recent media articles have revealed that the collection of telecommunications data by such agencies, in which authorisation for the disclosure of specified information is first required, has now progressed to a much larger scale through the technique of 'tower dumps'. This technique allows agencies to collect metadata generated from mobile phones on a mass scale by requesting telecommunication providers to provide all data collected at a particular mobile phone tower over a period of time a period of time. This article explores the issue of metadata collection from tower dumps to identify the warrant access requirements to such data and thus re-examines the complex balance between governmental law enforcement requirements and information privacy protections for individuals. [ABSTRACT FROM AUTHOR]

Daily Peak Wind Gust (DPWG) time series are important for the evaluation of wind‐related hazard risks to different socioeconomic and environmental sectors. Yet, wind time series analyses can be impacted by several artefacts, both temporally and spatially, which may introduce inhomogeneities that mislead the study of their decadal variability and trends. The aim of this study is to present a strategy in the homogenization of a challenging climate extreme such as the DPWG using 548 time series across Australia for 1941–2016. This automatic homogenization of DPWG is implemented in the recently developed Version 3.1 of the R package Climatol. This approach is an advance in homogenization of climate records as it identifies 353 break points based on monthly data, splits the daily series into homogeneous subperiods, and homogenizes them without needing the monthly corrections. The major advantages of this homogenization strategy are its ability to: (a) automatically homogenize a large number of DPWG series, including short‐term ones and without needing site metadata (e.g., the change in observational equipment in 2010/2011 was correctly identified); (b) use the closest reference series even not sharing a common period with candidate series or presenting missing data; and (c) supply homogenized series, correcting anomalous data (quality control by spatial coherence), and filling in all the missing data. The NCEP/NCAR reanalysis wind speed data were also trialled in aiding homogenization given the station density was very low during the early decades of the record; however, reanalysis data did not improve the homogenization. Application of this approach found a reduced range of DPWG trends based on site data, and an increased negative regional trend of this climate extreme, compared to raw data and homogenized data using NCEP/NCAR. The analysis produced the first homogenized DPWG dataset to assess and attribute long‐term variability of extreme winds across Australia. An approach to automatically homogenize daily peak wind gusts is presented. Detection of break points cannot be based solely on metadata or reanalysis data. The first homogenized daily peak wind gust (DPWG) dataset across Australia for 1941–2016 is developed. [ABSTRACT FROM AUTHOR]

The Biodiversity Heritage Library is an open access digital library of taxonomic literature, forming a single point of access to this collection for use by a worldwide audience of professional taxonomists, as well as 'citizen scientists.' A successful mass-scanning digitization program, one that creates functional and findable digital objects, requires thoughtful metadata work flow that parallels the work flow of the physical items from shelf to scanner. This article examines the needs of users of taxonomic literature, specifically in relation to the transformation of traditional library material to digital form. It details the issues that arise in determining scanning priorities, avoiding duplication of scanning across the founding 12 natural history and botanical garden library collections, and the problems related to the complexity of serials, monographs, and series. Highlighted are the tools, procedures, and methodology for addressing the details of a mass-scanning operation. Specifically, keeping a steady flow of material, creation of page level metadata, and building services on top of data and metadata that meet the needs of the targeted communities. The replication of the BHL model across a number of related projects in China, Brazil, and Australia are documented as evidence of the success of the BHL mass-scanning project plan. [ABSTRACT FROM AUTHOR]

Weather observing stations are subject to changes in instrumentation, location and surrounding environment over time. Parallel observations between old and new conditions are therefore vital to ensure that a reliable dataset can be built and used for long‐term climate analysis. Here, we examine the world's longest known sets of parallel temperature observations: daily data for Adelaide, South Australia, recorded using two different thermometer screens for 60 years from 1887 to 1947. These data are globally significant for their length and completeness, but the daily observations in the Glaisher stand have only recently been digitized for analysis. We find maximum temperatures recorded in the Glaisher stand are warmer than the Stevenson screen observations, with the difference increasing with absolute temperature, while minimum temperatures recorded in the Glaisher stand are consistently slightly cooler. These differences are similar to those identified using monthly means, as well as other studies of shorter datasets. However, the daily resolution enabled us to identify periods of inconsistent relationships due to changes in observations times (particularly from 1938 onwards), and quantify the differences during extreme events. In particular, percentile analysis revealed that the differences for extremely high temperatures are only slightly greater than the average difference during the warmer months. The data provide an opportunity to attempt the development of 160‐year continuous daily temperature record for one of the oldest colonial cities in the Southern Hemisphere. As expected, we find temperatures in recent decades to be the highest since 1859, although the Glaisher stand maximum temperature data in the 1860s are notably warm, likely due to dry conditions and persistent inhomogeneities. While the relationships we have identified cannot be applied to other 19th century Glaisher stand observations without careful metadata examination, they provide a possible tool for analysis and re‐examination of historical mid‐latitude temperature observations elsewhere around the world. [ABSTRACT FROM AUTHOR]

We present a publicly available dataset containing photovoltaic (PV) system power measurements and metadata from 1287 residential installations across three states/territories in Australia—though mainly for the cities of Canberra, Perth, and Adelaide. The data are recorded between September 2016 and March 2017 at 10-min temporal resolution, and consist of real inverter reported power measurements from PV systems that are well distributed throughout each city. The dataset represents a considerably valuable resource, as public access to spatio-temporal PV power data is almost nonexistent; this dataset has already been used in numerous articles by the authors. The PV power data are free to download and are available in their raw, quality controlled (QC), and "tuned" formats. Each PV system is accompanied by individual metadata including geolocation, user reported metadata, and simulated parameterization. Data provenance, download, usage rights, and example usage are detailed within. Researchers are encouraged to leverage this rich spatio-temporal dataset of distributed PV power data in their research. [ABSTRACT FROM AUTHOR]

Recently, the IUCr (International Union of Crystallography) initiated the formation of a Diffraction Data Deposition Working Group with the aim of developing standards for the representation of raw diffraction data associated with the publication of structural papers. Archiving of raw data serves several goals: to improve the record of science, to verify the reproducibility and to allow detailed checks of scientific data, safeguarding against fraud and to allow reanalysis with future improved techniques. A means of studying this issue is to submit exemplar publications with associated raw data and metadata. In a recent study of the binding of cisplatin and carboplatin to histidine in lysozyme crystals under several conditions, the possible effects of the equipment and X-ray diffraction data-processing software on the occupancies and B factors of the bound Pt compounds were compared. Initially, 35.3 GB of data were transferred from Manchester to Utrecht to be processed with EVAL. A detailed description and discussion of the availability of metadata was published in a paper that was linked to a local raw data archive at Utrecht University and also mirrored at the TARDIS raw diffraction data archive in Australia. By making these raw diffraction data sets available with the article, it is possible for the diffraction community to make their own evaluation. This led to one of the authors of XDS (K. Diederichs) to re-integrate the data from crystals that supposedly solely contained bound carboplatin, resulting in the analysis of partially occupied chlorine anomalous electron densities near the Pt-binding sites and the use of several criteria to more carefully assess the diffraction resolution limit. General arguments for archiving raw data, the possibilities of doing so and the requirement of resources are discussed. The problems associated with a partially unknown experimental setup, which preferably should be available as metadata, is discussed. Current thoughts on data compression are summarized, which could be a solution especially for pixel-device data sets with fine slicing that may otherwise present an unmanageable amount of data.

This paper addresses the entanglements of the earth's becoming in a multi site cross hemisphere study of the infinite moments of young children's world making, recorded in multimodal videos, still images, and children's productions. The postqualitative project was informed by new materialist and posthuman theorising. The researchers conducted their research at seven different early learning centres in NSW, Queensland, Victoria, and Finland. At the end of the project the researchers came together to make sense of the data across all sites and realised that their postqualitative data was BIG and that their 'little big data' was generated in the context of the increasing impact of 'big Big Data.' We discuss our approaches to posthuman and new materialist big data in order to create a conversation between the two and to highlight the alternative methodological processes we developed to make sense of large bodies of postqualitative data.

Indigenous peoples in Australia have been heavily documented in colonial archives and collections. The past two decades have seen significant materials from Galleries, Libraries, Archives and Museums (GLAM) institutions being returned to Indigenous communities in Australia through physical or digital repatriation of materials. The digital return of materials requires both appropriate systems for returning both the digital collections, metadata and contextual information that relates to them, and agreements, policies, and procedures for meaningfully engaging with Indigenous communities throughout the process. Importantly, the information returned needs to be accessible, readable, and usable in local community contexts based on understanding local community needs. This paper discusses priorities around engaging with Indigenous peoples to reshape and build archival information systems and access points that support community requirements for digital return and management of cultural heritage materials in local settings. The paper discusses future priorities for designing archival information systems to support Indigenous sovereignty, including data stewardship and preservation approaches. These concerns are discussed and raised as part of the research and development of the global Mukurtu Content Management System (CMS) project, including within the New South Wales (NSW) Australian Mukurtu Hub. [ABSTRACT FROM AUTHOR]

This paper explores the hashtag #AboriginalLivesMatter on Instagram which was widely used in Australia as part of a global Black Lives Matter (BLM) response in 2020. We map the participants and themes of #AboriginalLivesMatter through the quantitative coding and qualitative thematic analysis of 603 Instagram posts published with this hashtag in June 2020. We find that this conversation is largely driven by celebrities and non-Indigenous participants and framed by themes including expressing the problem as first-person experience, offering solutions, reporting, performing empty statements, and expressing US-centrism. Drawing on critiques of connective action and our analysis of the Instagram platform, we suggest that these findings are indicative of the tensions negotiated between incorporating allies on platforms that prioritise sharing first-person experiences; balancing the communicative capacities of Instagram with its inherently commercialised digital cultures; and, drawing on the spreadability of global digital movements while maintaining cultural specificity for local activists. [ABSTRACT FROM AUTHOR]

Background: The lack of reference sequences from well-identified mycorrhizal fungi often poses a challenge to the inference of taxonomic affiliation of sequences from environmental samples, and many environmental sequences are thus left unidentified. Such unidentified sequences belonging to the widely distributed ectomycorrhizal fungal genus Inocybe (Basidiomycota) were retrieved from GenBank and divided into species that were identified in a phylogenetic context using a reference dataset from an ongoing study of the genus. The sequence metadata of the unidentified Inocybe sequences stored in GenBank, as well as data from the corresponding original papers, were compiled and used to explore the ecology and distribution of the genus. In addition, the relative occurrence of Inocybe was contrasted to that of other mycorrhizal genera., Results: Most species of Inocybe were found to have less than 3% intraspecific variability in the ITS2 region of the nuclear ribosomal DNA. This cut-off value was used jointly with phylogenetic analysis to delimit and identify unidentified Inocybe sequences to species level. A total of 177 unidentified Inocybe ITS sequences corresponding to 98 species were recovered, 32% of which were successfully identified to species level in this study. These sequences account for an unexpectedly large proportion of the publicly available unidentified fungal ITS sequences when compared with other mycorrhizal genera. Eight Inocybe species were reported from multiple hosts and some even from hosts forming arbutoid or orchid mycorrhizae. Furthermore, Inocybe sequences have been reported from four continents and in climate zones ranging from cold temperate to equatorial climate. Out of the 19 species found in more than one study, six were found in both Europe and North America and one was found in both Europe and Japan, indicating that at least many north temperate species have a wide distribution., Conclusion: Although DNA-based species identification and circumscription are associated with practical and conceptual difficulties, they also offer new possibilities and avenues for research. Metadata assembly holds great potential to synthesize valuable information from community studies for use in a species and taxonomy-oriented framework.

The concept of Linked Data has made its entrance in the cultural heritage sector due to its potential use for the integration of heterogeneous collections and deriving additional value out of existing metadata. However, practitioners and researchers alike need a better understanding of what outcome they can reasonably expect of the reconciliation process between their local metadata and established controlled vocabularies which are already a part of the Linked Data cloud. This paper offers an in-depth analysis of how a locally developed vocabulary can be successfully reconciled with the Library of Congress Subject Headings ( LCSH) and the Arts and Architecture Thesaurus ( AAT) through the help of a general-purpose tool for interactive data transformation ( Open Refine). Issues negatively affecting the reconciliation process are identified and solutions are proposed in order to derive maximum value from existing metadata and controlled vocabularies in an automated manner. [ABSTRACT FROM AUTHOR]

In a period of rapid change local studies librarians worldwide are facing new challenges of increased demand and limited financial resources. An overview of the development of British local studies libraries, with reference to local studies in other countries, and the role of the local studies librarian precedes a discussion of the impact of digitisation of materials and the use of social media. Paper given at A sense of place: local studies in Australia and New Zealand conference Sydney 5-6 May 2011. [ABSTRACT FROM AUTHOR]

This research-on-research study describes efforts to develop non-Cochrane systematic reviews (SRs) by analyzing demographical and time-course collaborations between international institutions using protocols registered in the International Prospective Register of Systematic Reviews (PROSPERO) or published in scientific journals. We have published an a priori protocol to develop this study. Protocols published in scientific journals were searched using the MEDLINE and Embase databases; the query terms “Systematic review” [Title] AND “protocol” [Title] were searched from February 2011 to December 2017. Protocols registered at PROSPERO during the same period were obtained by web scraping all non-Cochrane records with a Python script. After excluding protocols that had a fulfillment or duplication rate of less than 90%, they were classified as published “only in PROSPERO”, “only in journals”, or in “journals and PROSPERO”. Results of data and metadata extraction using text mining processes were curated by two reviewers. These Datasets and R scripts are freely available to facilitate reproducibility. We obtained 20,814 protocols of non-Cochrane SRs. While “unique protocols” by reviewers’ institutions from 60 countries were the most frequent, a median of 6 (2-150) institutions from 130 different countries were involved in the preparation of “collaborative protocols”. The highest Ranked countries involved in overall protocol production were the UK, the U.S., Australia, Brazil, China, Canada, the Netherlands, Germany, and Italy. Most protocols were registered only in PROSPERO. However, the number of protocols published in scientific journals (924) or in both PROSPERO and journals (807) has increased over the last three years. Syst Rev and BMJ Open published more than half of the total protocols. While the more productive countries were involved in “unique” and “collaborative protocols”, less productive countries only participated in “collaborative protocols” that were mainly published in PROSPERO. Our results suggest that, although most countries were involved in solitary production of protocols for non-Cochrane SRs during the study period, it would be useful to develop new strategies to promote international collaborations, especially with less productive countries. [ABSTRACT FROM AUTHOR]