Skip to main content
U.S. Department of Energy
Office of Scientific and Technical Information

Water narratives in local newspapers within the United States

Journal Article · · Frontiers in Environmental Science
 [1];  [1];  [2]
  1. Sandia National Lab. (SNL-NM), Albuquerque, NM (United States)
  2. Vanderbilt Univ., Nashville, TN (United States)

Sustainable use of water resources continues to be a challenge across the globe. This is in part due to the complex set of physical and social behaviors that interact to influence water management from local to global scales. Analyses of water resources have been conducted using a variety of techniques, including qualitative evaluations of media narratives. This study aims to augment these methods by leveraging computational and quantitative techniques from the social sciences focused on text analyses. Specifically, we use natural language processing methods to investigate a large corpus (approx. 1.8M) of newspaper articles spanning approximately 35 years (1982–2017) for insights into human-nature interactions with water. Focusing on local and regional United States publications, our analysis demonstrates important dynamics in water-related dialogue about drinking water and pollution to other critical infrastructures, such as energy, across different parts of the country. Our assessment, which looks at water as a system, also highlights key actors and sentiments surrounding water. Extending these analytical methods could help us further improve our understanding of the complex roles of water in current society that should be considered in emerging activities to mitigate and respond to resource conflicts and climate change.

Research Organization:
Sandia National Laboratories (SNL-NM), Albuquerque, NM (United States)
Sponsoring Organization:
USDOE National Nuclear Security Administration (NNSA); USDOE Laboratory Directed Research and Development (LDRD) Program; National Science Foundation (NSF)
Grant/Contract Number:
NA0003525
OSTI ID:
2311580
Report Number(s):
SAND--2023-00291J
Journal Information:
Frontiers in Environmental Science, Journal Name: Frontiers in Environmental Science Vol. 11; ISSN 2296-665X
Publisher:
Frontiers Research FoundationCopyright Statement
Country of Publication:
United States
Language:
English

References (43)

The psychology of recycled water: Factors predicting disgust and willingness to use journal April 2016
A narrative method for analyzing transitions in urban water management: The case of the Miami‐Dade Water and Sewer Department journal January 2017
Using Formal Concept Analysis to Examine Water Disclosure in Corporate Social Responsibility Reports journal May 2017
The embedded economics of water: Insights from economic anthropology journal May 2020
Irish droughts in newspaper archives: rediscovering forgotten hazards? journal June 2017
Analyzing Entities and Topics in News Articles Using Statistical Topic Models book January 2006
Desalination and water reuse to address global water scarcity journal October 2017
Evolution of newspaper coverage of water issues in Australia during 1843–2011 journal October 2014
Topic modeling method for analyzing social actor discourses on climate change, energy and food security journal November 2018
Toward hydro-social modeling: Merging human variables and the social sciences with climate-glacier runoff models (Santa River, Peru) journal October 2014
Exploiting affinities between topic modeling and the sociological perspective on culture: Application to newspaper coverage of U.S. government arts funding journal December 2013
A dynamic framework for water security journal July 2017
Urban Water Conservation Policies in the United States journal July 2018
Water Stress and Productivity: An Empirical Analysis of Trends and Drivers journal March 2020
Defining Robustness, Vulnerabilities, and Consequential Scenarios for Diverse Stakeholder Interests in Institutionally Complex River Basins journal July 2020
The widespread and unjust drinking water and clean water crisis in the United States journal June 2021
Future dryness in the southwest US and the hydrology of the early 21st century drought journal December 2010
Corporate funding and ideological polarization about climate change journal November 2015
Individuals, institutions, and innovation in the debates of the French Revolution journal April 2018
A Model of Text for Experimentation in the Social Sciences journal July 2016
Dynamics and driving mechanisms of asymmetric human water consumption during alternating wet and dry periods journal April 2019
Informational Sources, Social Media Use, and Race in the Flint, Michigan, Water Crisis journal January 2019
A Look at Agenda-setting: past, present and future journal November 2005
Shaping the Agenda of Local Daily Newspapers: A Methodology Merging the Agenda Setting and Community Structure Perspectives journal November 2011
Media Representations of Water Issues as Health Risks journal September 2018
Pattern-Based Topic Models for Information Filtering conference December 2013
Issues and Challenges of Aspect-based Sentiment Analysis: A Comprehensive Survey journal April 2022
Measuring Urban Water Conservation Policies: Toward a Comprehensive Index journal February 2017
Structural Topic Models for Open‐Ended Survey Responses journal March 2014
When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks journal January 2011
Four billion people facing severe water scarcity journal February 2016
Changes in water consumption linked to heavy news media coverage of extreme climatic events journal October 2017
Framing Theory journal June 2007
Reimagining the Personal Network: The Case of Path journal July 2022
How does the media portray drinking water security in Indigenous communities in Canada? An analysis of Canadian newspaper coverage from 2000-2015 journal March 2017
Using complex networks for text classification: Discriminating informative and imaginative documents journal January 2016
A longitudinal analysis on the perspectives of major world newspapers on the Three Gorges Dam project during 1982–2015 journal May 2017
Water, Water Everywhere (or, Seeing Is Believing): The Visibility of Water Supply and the Public Will for Conservation journal December 2017
Pollution in the Press: Employing Text Analytics to Understand Regional Water Quality Narratives journal April 2022
Not All Disasters Are Created Equal: An Evaluation of Water Issues in Fire and Hurricane Media Coverage in the United States journal December 2021
Water Relationships in the U.S. Southwest: Characterizing Water Management Networks Using Natural Language Processing journal June 2014
Walkerton revisited: how our psychological defenses may influence responses to water crises journal January 2017
How does the media portray drinking water security in Indigenous communities in Canada? An analysis of Canadian newspaper coverage from 2000-2015 collection January 2017

Similar Records

Evolution of Water Narratives in Local US Newspapers: A Case Study of Utah and Georgia
Technical Report · Wed Aug 01 00:00:00 EDT 2018 · OSTI ID:1467781

Pollution in the Press: Employing Text Analytics to Understand Regional Water Quality Narratives
Journal Article · Wed Apr 27 00:00:00 EDT 2022 · Frontiers in Environmental Science · OSTI ID:1865219