Given that we are halfway to 2030, there is a greater need to accelerate our progress to SDGs. To the data gap, which is still a huge barrier for SDGs, Big Earth Data provide strong support to measure the status and trend of progress. Using Big Earth Data with global data acquisition and analysis capability, China can and should make more contributions to fill the data gap and give more data-driven suggestions for decision-makers for the world’s SDG efforts.
Elsevier,

Earth Observation in Urban Monitoring: Techniques and Challenges, 2024, pp 291-307

This chapter advances the UN SDG goals 9 and 13 by discussing the potential of AI tools to advance sustainable urban climate modeling.
Knowledge of biological diversity is a major source of innovation. Collective intellectual property of traditional knowledge by Indigenous peoples and local communities is an important source of innovation and product development. This article investigates collective intellectual property systems on the traditional knowledge of Aspalathus linearis, also known as rooibos—an endemic plant from South Africa which is the basis of an important herbal tea industry. The article discusses how collective action and self-organization can generate collective intellectual property systems; indigenous peoples and local communities can develop these systems to protect their IP; how these systems can promote social justice and a more equitable distribution of benefits but can be sources of dispute between socio-economic groups and communities and can reproduce historical inequalities and power asymmetries.
This chapter aligns with Goals 6, 9 and 11 by detailing remote sensing for environmental considerations, water resource management, land use changes on urban heat islands, urban growth modeling and ecological monitoring
Front cover of SDG Stocktake report
The United Nations Global Compact-Accenture Global Private Sector Stock take report report offers an appraisal of private sector contributions to the SDGs so far and outlines a clear pathway for private sector action over the next seven years.
In this context, the present study has a primary research objective: to develop a research agenda for entrepreneurial action, identifying key aspects related to STI and the SDGs, and to explore how both concepts are interconnected.
This chapter aligns with SDG Goal 5: Gender equality and Goal 9: Industry, innovation and infrastructure by exploring how to impactfully develop industries like sea cucumber aquaculture to empower women's growth within the industry.
Front cover image of UNGC SDG Playbook for SMEs
The UN Global Compact Network UK, in partnership with Irwin Mitchell, has developed the SDG Playbook for SMEs: a step-by-step guide to help smaller companies unlock the competitive advantages associated with embracing the Sustainable Development Goals.
This chapter advances the UN SDG goals 9 and 15 by reviewing how industry and infrastructure development can infringe on snow leopard habitat and how sustainable business drivers can encourage companies to engage in biodiversity conservation efforts.
The results of this study, which looks at the emissions and performance of the ICE fueled by ethanol, are in line with SDGs 7 and 13. Regarding optimization and prediction, the distinctive combination of ANN and RSM encourages sustainable industrialization, more conscientious consumption, and more ethical production patterns. All these are crucial components of SDGs 9 and 12. To make refined decisions and achieve improved performance and emissions, this research can benefit engine producers and researchers. This alliance between scholars and industry stakeholders supports SDG 17 (Partnerships for the Goals), which also encourages knowledge-sharing to advance the SDGs as a whole.

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