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Filters Date Range Past year (1) Past month (1) Past week (0) Past day (0) Custom range... To   Search Extensions Citation (2) Types Citation (2) Contacts Andrew DiSanto Abigail J Lynch Erin Seekamp GS ScienceBase Sandra Fatorić More... Categories Data (1) Tag Types Theme (1) Organization (1) Science Themes (1) Water, Coasts and Ice (1) Tag Schemes None (1) ISO 19115 Topic Category (1) https://www.sciencebase.gov/vocab/category/NCCWSC/Project/OrganizationName (1) https://www.sciencebase.gov/vocab/category/NCCWSC/ScienceThemes (1) https://www.sciencebase.gov/vocab/category/NCCWSC/WaterCoastsandIce (1) View Results as: JSON ATOM CSV

Climate impacts to inland fishes: Topic modeling of literature trends analysis script This script applies topic modeling to analyze literature trends of climate impacts to inland fish based on the papers within the Fish and Climate Change Database (FiCli, DOI: 10.5066/P9973SMC). Sections 1-8 loaded the .bib file with all of the papers in the database and cleaned the text. This included combining the title/abstract/keywords, removing non-informative words, stemming words, removing punctuation, and forming phrases (ie. climate change to climate_change). Sections 9-10 divided the papers into discrete topics by identifying the ideal number of topics and then using Latent Dirichlet Allocation (LDA) modeling and Gibbs sampling to assign topics to each paper. Sections 11-17 analyzed the topic modeling results... Categories: Data, Publication; Types: Citation; Tags: FiCli, Fish and Climate Change Database, Latent Dirichlet Allocation, biota, freshwater fishes, All tags... literature review, synthesis, text mining, Fewer tags Are cultural heritage and resources threatened by climate change? A systematic literature review Abstract (from https://link.springer.com/article/10.1007/s10584-017-1929-9): Climate change poses serious threats to the protection and preservation of cultural heritage and resources. Despite a high level of scholarly interest in climate change impacts on natural and socio-economic systems, a comprehensive understanding of the impacts of climate change on cultural heritage and resources across various continents and disciplines is noticeably absent from the literature. To address this gap, we conducted a systematic literature review methodology to identify and characterize the state of knowledge and how the cultural heritage and resources at risk from climate change are being explored globally. Results from 124... Categories: Publication; Types: Citation; Tags: Cultural Resources, Literature Review, Sea-Level Rise and Coasts, Southeast CASC, Water, Coasts and Ice