Tim Repke
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View article: Behavioral, Information, and Monetary Interventions to Reduce Energy Consumption in Households: A Living Systematic Review and Network Meta‐Analysis
Behavioral, Information, and Monetary Interventions to Reduce Energy Consumption in Households: A Living Systematic Review and Network Meta‐Analysis Open
Policymakers have little time left to prevent the worst impacts of climate change and limit global warming to well below two degrees. However, a systematic assessment of the available scientific evidence—that is up to date—is not always av…
View article: A systematic map of machine learning for urban climate change mitigation
A systematic map of machine learning for urban climate change mitigation Open
Many cities are interested in leveraging artificial intelligence and machine learning (ML) to help urban climate change mitigation (UCCM). Researchers and practitioners, however, are only beginning to understand how ML can contribute to ac…
View article: Scientific literature on carbon dioxide removal revealed as much larger through AI-enhanced systematic mapping
Scientific literature on carbon dioxide removal revealed as much larger through AI-enhanced systematic mapping Open
Carbon dioxide removal plays an important role in any strategy to limit global warming to well below 2 °C. Keeping abreast with the scientific evidence using rigorous evidence synthesis methods is an important prerequisite for sustainably …
View article: Systematic global stocktake of over 50,000 urban climate change studies
Systematic global stocktake of over 50,000 urban climate change studies Open
Taking stock of climate change evidence is essential to helping cities address climate change. However, such efforts face challenges in appraising the growing scholarship in this fast-moving area. Here we use supervised and unsupervised ma…
View article: The Rising Importance of Distributional Barriers to the Adoption of Climate Change Mitigation Policies
The Rising Importance of Distributional Barriers to the Adoption of Climate Change Mitigation Policies Open
The latest Assessment Report (AR6) by the Intergovernmental Panel on Climate Change (IPCC) and the Global Stocktake Report under the Paris Agreement emphasize the need for more ambitious climate policies to achieve global CO2 reduction tar…
View article: An ecosystem of carbon dioxide removal reviews – part 1: direct air CO <sub>2</sub> capture and storage
An ecosystem of carbon dioxide removal reviews – part 1: direct air CO <sub>2</sub> capture and storage Open
We review the near-complete literature on direct air capture and storage until August 2024 inclusive, discussing technology, costs, environmental impacts, socioeconomic impacts, monitoring, reporting, and verification, and uptake and scali…
View article: A Global Systematic Map and Database of Climate Change Research on Cities – Insufficient Research Covers Fast-Growing Cities
A Global Systematic Map and Database of Climate Change Research on Cities – Insufficient Research Covers Fast-Growing Cities Open
The Intergovernmental Panel on Climate Change (IPCC) will prepare a special report (SR) during the 7th assessment report (AR7) cycle to summarise climate change evidence in cities. Here, we provide a systematic overview of topics in 55,000…
View article: How global crises compete for our attention: Insights from 13.5 million tweets on climate change during COVID-19
How global crises compete for our attention: Insights from 13.5 million tweets on climate change during COVID-19 Open
The COVID-19 pandemic disrupted peoples' daily lives and dominated the public discourse. It thus displaced people's attention to and concerns about climate change. We analyse 13.5 million tweets by 3.2 million distinct users on climate cha…
View article: PROTOCOL: Behavioral, information and monetary interventions to reduce energy consumption in households: A “living” systematic review
PROTOCOL: Behavioral, information and monetary interventions to reduce energy consumption in households: A “living” systematic review Open
This is the protocol for a Campbell systematic review. The objectives are as follows: Our proposed systematic review and meta‐analysis will integrate the evidence available from all sources to answer the following questions: (1) to what ex…
View article: NACSOS-nexus: NLP Assisted Classification, Synthesis and Online Screening with New and EXtended Usage Scenarios
NACSOS-nexus: NLP Assisted Classification, Synthesis and Online Screening with New and EXtended Usage Scenarios Open
NACSOS is a web-based platform for curating data used in systematic maps. It contains several (experimental) features that aid the evidence synthesis process from finding and ingesting primary data (mainly scientific publications), basic s…
View article: Scientific literature on carbon dioxide removal much larger than previously suggested: insights from an AI-enhanced systematic map
Scientific literature on carbon dioxide removal much larger than previously suggested: insights from an AI-enhanced systematic map Open
Carbon dioxide removal (CDR) is a critical component of any strategy to limit global warming to well below 2°C and rapidly gaining attention in climate research and policymaking. Despite its importance, there have been few attempts to syst…
View article: Growing online attention and positive sentiments towards carbon dioxide removal
Growing online attention and positive sentiments towards carbon dioxide removal Open
Scaling up CO2 removal is crucial to achieve net-zero targets and limit global warming. Understanding public perception of large-scale carbon dioxide removal (CDR) is vital to avoid opposition that could slow down development, investments,…
View article: Attention to climate change only temporarily diverted by COVID-19
Attention to climate change only temporarily diverted by COVID-19 Open
The COVID-19 pandemic disrupted peoples’ daily lives and dominated the public discourse. It thus displaced people’s attention to and concerns about climate change. We analyze 13.5 million tweets on climate change posted before and after th…
View article: Tweets containing "climate change" with topic annotations
Tweets containing "climate change" with topic annotations Open
This dataset contains the Twitter IDs of all ~20M tweets containing the phrase "climate change" 2018-2021. Additionally, it contains the topical annotations and 2D semantic representation of our thematic analysis based on ~980 topic cluste…
View article: Tweets containing "climate change" with topic annotations
Tweets containing "climate change" with topic annotations Open
This dataset contains the Twitter IDs of all ~20M tweets containing the phrase "climate change" 2018-2021. Additionally, it contains the topical annotations and 2D semantic representation of our thematic analysis based on ~980 topic cluste…
View article: Tweets on carbon dioxide removal
Tweets on carbon dioxide removal Open
Growing online attention and positive sentiments towardscarbon dioxide removal Tim Repke, Finn Müller-Hansen, Emily Cox, Jan Minx (unpublished) Scaling up CO2 removal is crucial to achieve net-zero targets and limit global warming. Underst…
View article: Tweets on carbon dioxide removal
Tweets on carbon dioxide removal Open
Growing online attention and positive sentiments towardscarbon dioxide removal Tim Repke, Finn Müller-Hansen, Emily Cox, Jan Minx (unpublished) Scaling up CO2 removal is crucial to achieve net-zero targets and limit global warming. Underst…
View article: Novel Views on Novels:Embedding Multiple Facets of Long Texts
Novel Views on Novels:Embedding Multiple Facets of Long Texts Open
Novels are one of the longest document types and thus one of the most complex types of texts. Many NLP tasks utilize document embeddings as machine-understandable semantic representations of documents. However, such document embeddings are…
View article: Robust Visualisation of Dynamic Text Collections
Robust Visualisation of Dynamic Text Collections Open
Visualisations are supposed to provide intuitive ways to explore large document collections. State-of-the-art approaches usually transform high-dimensional representations of documents into 2-dimensional vectors using dimensionality reduct…
View article: Extraction and Representation of Financial Entities from Text
Extraction and Representation of Financial Entities from Text Open
In our modern society, almost all events, processes, and decisions in a corporation are documented by internal written communication, legal filings, or business and financial news. The valuable knowledge in such collections is not directly…
View article: Effect of a Website That Presents Patients’ Experiences on Self-Efficacy and Patient Competence of Colorectal Cancer Patients: Web-Based Randomized Controlled Trial
Effect of a Website That Presents Patients’ Experiences on Self-Efficacy and Patient Competence of Colorectal Cancer Patients: Web-Based Randomized Controlled Trial Open
Clinicaltrials.gov NCT02157454; https://clinicaltrials.gov/ct2/show/NCT02157454 (Archived by WebCite at http://www.webcitation.org/6syrvwXxi).