September 17, 2024

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Big Data in Citizen Science: Protecting Australia’s Biodiversity

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Citizen science, powered by modern technology, has the potential to play a crucial role in protecting Australia’s threatened species. New research highlights how citizen science data can influence government and conservation organisation decisions about species at risk of extinction. However, to fully harness this potential, citizen scientists need more structured guidance in data collection to ensure their contributions are effectively utilized in conservation efforts.

Australia stands out as a significant contributor to global citizen science, with over 100,000 active citizen scientists. Despite its relatively small population, Australia ranks third in contributions to the global citizen science platform iNaturalist. These volunteers, although not professional scientists are instrumental in biodiversity monitoring. They record sightings, conduct landscape surveys, and collect various samples, all of which can provide critical data for assessing species’ extinction risks.

Extinction risk assessments are essential tools for determining how threatened a species is and for shaping conservation strategies. Yet, the research shows that the data collected by citizen scientists often falls short of the specific requirements needed for these assessments, as defined by the International Union for the Conservation of Nature (IUCN).

The study identifies five key types of data collected by citizen scientists: records of species occurrences at specific locations (including images or sound recordings with date and time), evidence of species absence, responses to structured questions about species and their environment, physical samples (such as scat, soil, or water), and collected stories or oral histories, including those from First Nations people.

While this data is invaluable, it often lacks the detailed information needed for accurate extinction risk assessments. For instance, beyond merely recording a species’ presence at a given location, assessments require comprehensive data on geographic range and evidence of population decline.

To bridge this gap, the research suggests that conservation projects should be designed from the outset with specific data needs in mind. By using technology to guide citizen scientists in collecting structured ecological data and specific samples, their contributions can be made more relevant to extinction risk assessments.

Additionally, integrating citizen science data with that collected by professional scientists can improve its utility. New methods of data analysis, such as techniques for extracting population numbers, are also enhancing the effectiveness of citizen science in conservation efforts.

The success of projects like Fungimap and FrogID in Australia illustrates the impact of well-structured citizen science initiatives. Fungimap, which involves the recording and mapping of fungi through iNaturalist, has enabled threat assessments for at least 13 species. By incorporating additional information in the data collection process, such as habitat details and the substrate the fungus is growing on, the data becomes more useful for assessing whether a species is threatened.

Similarly, FrogID, a smartphone app that allows users to record frog calls, has collected over one million frog records in about six years. This data has been instrumental in understanding frog persistence after the devastating 2019–20 bushfires in southeast Australia, leading to the listing of several species, including the sphagnum frog, as threatened.

In both projects, professional scientists play a crucial role in verifying the accuracy of the data collected by citizen scientists. This verification process ensures that the data is reliable and more likely to be included in government databases, which are critical for conservation planning.

By directing citizen scientists on what specific information is needed to assess a species’ extinction risk, these projects demonstrate how technology and structured guidance can transform citizen science into a powerful tool for conservation.

In conclusion, while citizen science has already contributed significantly to conservation efforts, its impact could be even greater with more structured guidance and technological integration. By focusing on collecting the right data and enhancing collaboration between citizen- and professional scientists, Australia can better protect its threatened species and contribute more effectively to global biodiversity conservation.

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Qlik’s vision is a data-literate world, where everyone can use data and analytics to improve decision-making and solve their most challenging problems. A private company, Qlik offers real-time data integration and analytics solutions, powered by Qlik Cloud, to close the gaps between data, insights and action. By transforming data into Active Intelligence, businesses can drive better decisions, improve revenue and profitability, and optimize customer relationships. Qlik serves more than 38,000 active customers in over 100 countries.

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As a Titanium Black Partner of Dell Technologies, CTC Global Singapore boasts unparalleled access to resources.

Established in 1972, we bring 52 years of experience to the table, solidifying our position as a leading IT solutions provider in Singapore. With over 300 qualified IT professionals, we are dedicated to delivering integrated solutions that empower your organization in key areas such as Automation & AI, Cyber Security, App Modernization & Data Analytics, Enterprise Cloud Infrastructure, Workplace Modernization and Professional Services.

Renowned for our consulting expertise and delivering expert IT solutions, CTC Global Singapore has become the preferred IT outsourcing partner for businesses across Singapore.

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Planview has one mission: to build the future of connected work. Our solutions enable organizations to connect the business from ideas to impact, empowering companies to accelerate the achievement of what matters most. Planview’s full spectrum of Portfolio Management and Work Management solutions creates an organizational focus on the strategic outcomes that matter and empowers teams to deliver their best work, no matter how they work. The comprehensive Planview platform and enterprise success model enables customers to deliver innovative, competitive products, services, and customer experiences. Headquartered in Austin, Texas, with locations around the world, Planview has more than 1,300 employees supporting 4,500 customers and 2.6 million users worldwide. For more information, visit www.planview.com.

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SIRIM is a premier industrial research and technology organisation in Malaysia, wholly-owned by the Minister​ of Finance Incorporated. With over forty years of experience and expertise, SIRIM is mandated as the machinery for research and technology development, and the national champion of quality. SIRIM has always played a major role in the development of the country’s private sector. By tapping into our expertise and knowledge base, we focus on developing new technologies and improvements in the manufacturing, technology and services sectors. We nurture Small Medium Enterprises (SME) growth with solutions for technology penetration and upgrading, making it an ideal technology partner for SMEs.

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HashiCorp provides infrastructure automation software for multi-cloud environments, enabling enterprises to unlock a common cloud operating model to provision, secure, connect, and run any application on any infrastructure. HashiCorp tools allow organizations to deliver applications faster by helping enterprises transition from manual processes and ITIL practices to self-service automation and DevOps practices. 

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IBM is a leading global hybrid cloud and AI, and consulting services provider, helping clients in more than 175 countries capitalize on insights from their data, streamline business processes, reduce costs and gain the competitive edge in their industries. Nearly 3,800 government and corporate entities in critical infrastructure areas such as financial services, telecommunications and healthcare rely on IBM’s hybrid cloud platform and Red Hat OpenShift to affect their digital transformations quickly, efficiently, and securely. IBM’s breakthrough innovations in AI, quantum computing, industry-specific cloud solutions and business services deliver open and flexible options to our clients. All of this is backed by IBM’s legendary commitment to trust, transparency, responsibility, inclusivity, and service. For more information, visit www.ibm.com