This site has been developed to outline and share the findings of a significant research project titled: Seeing inside the field: From those who work in the field of teacher education.

The profiles of trace and major elements in three Odontarrhena species from the ultramafics of Western Iran (O. callichroa, O. penjwinensis and O. inflata) were evaluated to provide detailed information on their soil-plant relationships and potentials for agromining. The mean concentrations of Ni in leaf dry matter of these three species were 877, 3,270 and 2,720 mg kg−1, respectively. The mean concentrations of total soil Ni at sites Mazi Ban, Kamyaran and Ghala Ga were...

This document is the online appendix to the article 'Peaces of music: Understanding the varieties of peace that music-making can foster' by Gillian Howell. It gives bibliographic information of the 62 peer-reviewed English language publications that were reviewed for the scoping study on which this article reports. The article presents a new typology of six varieties of peace that this music-making can foster, bringing much-needed conceptual and theoretical definition to the emerging interdisciplinary field of...

How to Hub Australia is an easy-to-read resource set offering the latest evidence and advice for policy makers, school leaders and designers involved in developing and sustaining schools as community hubs. The report comprises the Introduction and Advice Sheets for each of the 12 How to Hub Australia factors.
This Advice Sheet is for the factor: Partnerships and collaborations.

The Australian Stroke Clinical Registry (AuSCR) is a collaborative national effort to monitor and support improvements to the quality of acute care for patients with stroke and transient ischaemic attack (TIA). Since 2009, the AuSCR has provided national data on consecutive patients admitted to hospital with acute stroke or TIA, which has been used to inform improvements to the health system.
In 2021, 62 hospitals contributed data to the AuSCR. Information is presented from...

This educational tool developed at the University of Melbourne aims to give students a better understanding of the Python code for artificial neural networks and the matrix shapes and calculations behind that code. For each step through the artificial neural network (both the forward pass and back propagation) the corresponding code is given. Students are asked to write down for each step the dimensions of the matrix calculations, before checking their answers (correct answers are...

How to Hub Australia is an easy-to-read resource set offering the latest evidence and advice for policy makers, school leaders and designers involved in developing and sustaining schools as community hubs. The report comprises the Introduction and Advice Sheets for each of the 12 How to Hub Australia factors.
This Advice Sheet is for the factor: Partnerships and collaborations.

How to Hub Australia is an easy-to-read resource set offering the latest evidence and advice for policy makers, school leaders and designers involved in developing and sustaining schools as community hubs. The report comprises the Introduction and Advice Sheets for each of the 12 How to Hub Australia factors.
This Advice Sheet is for the factor: Funding and resources.

How to Hub Australia is an easy-to-read resource set offering the latest evidence and advice for policy makers, school leaders and designers involved in developing and sustaining schools as community hubs. The report comprises the Introduction and Advice Sheets for each of the 12 How to Hub Australia factors.
This Advice Sheet is for the factor: Vision and intentionality.

How to Hub Australia is an easy-to-read resource set offering the latest evidence and advice for policy makers, school leaders and designers involved in developing and sustaining schools as community hubs. The report comprises the Introduction and Advice Sheets for each of the 12 How to Hub Australia factors.
This Advice Sheet is for the factor: Urban planning and design.

How to Hub Australia is an easy-to-read resource set offering the latest evidence and advice for policy makers, school leaders and designers involved in developing and sustaining schools as community hubs. The report comprises the Introduction and Advice Sheets for each of the 12 How to Hub Australia factors.
This Advice Sheet is for the factor: Programs and services coordination.

How to Hub Australia is an easy-to-read resource set offering the latest evidence and advice for policy makers, school leaders and designers involved in developing and sustaining schools as community hubs. The report comprises the Introduction and Advice Sheets for each of the 12 How to Hub Australia factors.
This is the report: Introduction.

Independant expert report considering air quality impacts of the Mount Pleasant coal mine expansion

This site has been developed to outline and share the findings of a significant research project titled: Seeing inside the field: From those who work in the field of teacher education.

Background: Pulmonary arterial hypertension (PAH) is a severe and fatal clinical syndrome characterized by high blood pressure and vascular remodeling in the pulmonary arterioles, which is also a rapidly progressing disease of the lung vasculature with a poor prognosis. Although PAH medication made great advances in recent years, the efficacy and safety of the medication are unsatisfactory. Therefore, we aimed to update and expand previous studies to explore the efficacy and safety of PAH-targeted medications....

Background: Pulmonary arterial hypertension (PAH) is a severe and fatal clinical syndrome characterized by high blood pressure and vascular remodeling in the pulmonary arterioles, which is also a rapidly progressing disease of the lung vasculature with a poor prognosis. Although PAH medication made great advances in recent years, the efficacy and safety of the medication are unsatisfactory. Therefore, we aimed to update and expand previous studies to explore the efficacy and safety of PAH-targeted medications....

With the rise of US-China tensions in recent years, logistical chokepoints such as the Suez Canal are yet again central to geopolitical rivalry. While more minor actors are unable to exert significant influence over the organization of global supply chains, US-China tensions offer opportunities for hedging that had been drastically reduced at the end of the Cold War, as the author discusses in Panama and Djibouti.

Performance-based structural design is still in a comparatively developmental phase for fire hazard when compared to that of, for example, earthquake excitation. Addressing a significant weakness in performance-based design for fire, the present study aims to propose appropriate intensity measures (IM) for a fire hazard that has a robust correlation with certain engineering demand parameter (EDP) and which may subsequently be linked to the damage / loss estimation a priori, in a structure subjected to...

Blended Synchronous Learning (BSL) is a Teaching and Learning Activity Type, whereby the same teaching and learning activities are experienced by all students at the same time, with some students face-to-face and others online.
The BSL Guide includes a taxonomy of four BSL approaches, based on consultations with teaching staff in the Faculty of Architecture, Building and Planning (ABP) at the University of Melbourne. These include: BSL in a BSL Room, Livestreamed Sessions, Distributed...

A book review of Latin America and the Global Cold War, edited by Field, Krepp, and Pettina.

A book review of Latin America and the Global Cold War, edited by Field, Krepp, and Pettina.

This metadata application profile (MAP) outlines the metadata approach taken in the project A Biosecurity Risk Research Portal to Inform Decision-Making[1]. The project collects research report and research project metadata and makes these available through an open access database. The project enriches and extends source metadata with properties and vocabularies designed to support discovery and analysis of biosecurity concepts. [1] https://doi.org/10.26188/21498714.v3

For each step through the artificial neural network (both the forward pass and back propagation) the corresponding code is given. Write down for each step the dimensions of the matrix calculations. This educational tool developed at the University of Melbourne aims to give students a better understanding of the Python code for artificial neural networks, and what matrix calculations are happening in an artificial neural network.

This metadata application profile (MAP) outlines the metadata approach taken in the project A Biosecurity Risk Research Portal to Inform Decision-Making[1]. The project collects research report and research project metadata and makes these available through an open access database. The project enriches and extends source metadata with properties and vocabularies designed to support discovery and analysis of biosecurity concepts. [1] https://doi.org/10.26188/21498714.v3

Linking UN-Habitat and universities: Harnessing the potential of knowledge partnerships A study of university-UN partnerships around urban change University partnerships are key to UN-Habitat’s ‘centre of excellence’ aspiration when it comes to convening discussions and action on urban change on a global scale. They can act as drivers of capacity building, innovation, and transformative urban development and are present a cross a wide variety of what this United Nations agency does on a daily basis....