Understanding Nature-Based Solutions through Natural Language Processing and Machine Learning

January 13th, 2021

Nature-based solutions (NbS) can help societies and ecosystems adapt to drastic changes in the climate and mitigate the adverse impacts of such changes. By Bala Priya, Simone Perazzoli, Nishrin Kachwala, Anju Mercian, Priya Krishnamoorthy, and Rosana de Oliveira Gomes &

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Understanding Climate Change Domains through Topic Modeling

January 9th, 2021

Applying various topic modeling techniques (Top2Vec, LDA, SBERT, etc.) to extract nature-based solution (NbS) adaptation themes from text corpora. By Bala Priya C, Nishrin Kachwala, Anju Mercian, Debaditya Shome, Farhad Sadeghlo, Hussein Jawad   Although many organ

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Visualizing Climate Change Impacts and Nature Based Solutions

December 27th, 2020

Applying various data science tools and methods to visualize climate change impacts. By Nishrin Kachwala, Debaditya Shome, and Oscar Chan   Day by day, as we generate exponentially more data, we also sift through its complexity and consume more. Filtering out relev

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