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An annotated dataset for identifying behaviour change based on five doors theory under coral bleaching phenomenon on Twitter

ABSTRACT: Behaviour change is the target ultimate of environmental campaigns that are being intensively carried out by various parties. One of the environmental issues of global concern is coral bleaching. Coral bleaching threatens biodiversity and the balance of ecosystems around the world because marine ecosystems are the foundation of life on this earth [1]. Social media data can be very useful for conservation [2], including in monitoring behaviour changes. The crawling process of data from the Twitter social media platform has been carried out from early 2021 to May 2021 periodically. Obtained 1,222 tweets that have been carefully filtered and labelled into stages of behaviour change by three expert annotators. There are five stages of behaviour change based on the Five Doors Theory: desirability, enabling context, can do, buzz, and invitation [3]. Labelling is done qualitatively and guided by annotation rubrics that have been made based on linguistic patterns at each stage of behaviour change [4]. The data that has been created is expected to be used by various parties working in the field of coral conservation, especially psychologists and data scientists. This data can be used as a basis for analysing behaviour change and used to build an automatic classification model as a means of evaluating and monitoring the behaviour change of Twitter users on the phenomenon of coral bleaching.

SUBMITTER: Harywanto G

PROVIDER: S-EPMC8627973 | biostudies-literature |

REPOSITORIES: biostudies-literature

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Project description:Coral bleaching is the single largest global threat to coral reefs worldwide. Integrating the diverse body of work on coral bleaching is critical to understanding and combating this global problem. Yet investigating the drivers, patterns, and processes of coral bleaching poses a major challenge. A recent review of published experiments revealed a wide range of experimental variables used across studies. Such a wide range of approaches enhances discovery, but without full transparency in the experimental and analytical methods used, can also make comparisons among studies challenging. To increase comparability but not stifle innovation, we propose a common framework for coral bleaching experiments that includes consideration of coral provenance, experimental conditions, and husbandry. For example, reporting the number of genets used, collection site conditions, the experimental temperature offset(s) from the maximum monthly mean (MMM) of the collection site, experimental light conditions, flow, and the feeding regime will greatly facilitate comparability across studies. Similarly, quantifying common response variables of endosymbiont (Symbiodiniaceae) and holobiont phenotypes (i.e., color, chlorophyll, endosymbiont cell density, mortality, and skeletal growth) could further facilitate cross-study comparisons. While no single bleaching experiment can provide the data necessary to determine global coral responses of all corals to current and future ocean warming, linking studies through a common framework as outlined here, would help increase comparability among experiments, facilitate synthetic insights into the causes and underlying mechanisms of coral bleaching, and reveal unique bleaching responses among genets, species, and regions. Such a collaborative framework that fosters transparency in methods used would strengthen comparisons among studies that can help inform coral reef management and facilitate conservation strategies to mitigate coral bleaching worldwide.

Dataset Information

An annotated dataset for identifying behaviour change based on five doors theory under coral bleaching phenomenon on Twitter

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