[HTML][HTML] Unsupervised machine learning in urban studies: A systematic review of applications

J Wang, F Biljecki - Cities, 2022 - Elsevier
Unsupervised learning (UL) has a long and successful history in untangling the complexity
of cities. As the counterpart of supervised learning, it discovers patterns from intrinsic data …

The next generation of machine learning for tracking adaptation texts

AJ Sietsma, JD Ford, JC Minx - Nature Climate Change, 2024 - nature.com
Abstract Machine learning presents opportunities for tracking evidence on climate change
adaptation, including text-based methods from natural language processing. In theory, such …

The state and trends of agricultural development in the structure of the national economy of Ukraine.

Y Lupenko, O Khodakivska, O Nechyporenko… - 2022 - cabidigitallibrary.org
In the conditions of active socio-economic changes and reintegration of the economic
development of Ukraine, determining the place of agriculture in this process is relevant …

Sustainable Agriculture's Contribution to Quality of Life

J Polcyn, A Stratan, V Lopotenco - Sustainability, 2023 - mdpi.com
The multidimensional character of sustainable agriculture mandates a systematic
examination of this concept, necessitating methodological rigor for comprehensive analysis …

Risk analysis in the age of big data: The promises and pitfalls

R Nateghi, T Aven - Risk analysis, 2021 - Wiley Online Library
Despite its rising popularity, the novelty and merits of big data risk analysis are still debated.
This perspective article contributes to the debate by clarifying what constitutes big data in the …

Prediction of the kiwifruit decline syndrome in diseased orchards by remote sensing

F Savian, M Martini, P Ermacora, S Paulus… - Remote Sensing, 2020 - mdpi.com
Eight years after the first record in Italy, Kiwifruit Decline (KD), a destructive disease causing
root rot, has already affected more than 25% of the area under kiwifruit cultivation in Italy …

Leveraging unsupervised learning to develop a typology of residential water users' attitudes towards conservation

R Obringer, DD White - Water Resources Management, 2023 - Springer
Providing adequate water supply to the growing number of urban residents will be a
challenge faced by many utility managers throughout the remainder of this century. Though …

Overemphasis on recovery inhibits community transformation and creates resilience traps

B Rachunok, R Nateghi - Nature communications, 2021 - nature.com
Building community resilience in the face of climate disasters is critical to achieving a
sustainable future. Operational approaches to resilience favor systems' agile return to the …

A systematic review of current AI techniques used in the context of the SDGs

L Greif, F Röckel, A Kimmig, J Ovtcharova - International Journal of …, 2025 - Springer
This study aims to explore the application of artificial intelligence (AI) in the resolution of
sustainability challenges, with a specific focus on environmental studies. Given the rapidly …

Assessing compounding risks across multiple systems and sectors: a socio-environmental systems risk-triage approach

CA Schlosser, C Frankenfeld, S Eastham, X Gao… - Frontiers in …, 2023 - frontiersin.org
Physical and societal risks across the natural, managed, and built environments are
becoming increasingly complex, multi-faceted, and compounding. Such risks stem from …