Produced water treatment and recovery in the oil and gas industry: A bibliometric analysis from 1977 to 2024

Produced water, generated as a byproduct of oil and gas extraction, is a complex mixture characterized by high salinity and the presence of hydrocarbons, heavy metals, salts, and production-related chemicals. Its large volume and pollutant load pose significant environmental and operational challenges, making effective treatment and disposal essential for environmental protection. This study presents a systematic bibliometric analysis of produced water treatment research based on the Scopus database. It examines seven key dimensions of the research landscape: publication growth, keyword patterns, productive countries and institutions, and influential journals. A total of 1,423 Scopus-indexed articles published between 1977 and 2024 were reviewed using a targeted search strategy focused on produced water in the oil and gas sector. The analysis highlights the most active contributors in terms of publication output and citations. Additionally, VOSviewer software was used to identify research trends and map networks among keywords and citations. Bibliometric trends indicate that future research should prioritize environmental impacts, techno-economic assessments, and life-cycle analysis of produced water treatment. Emerging technologies, such as electrochemical and biological treatments, as well as monetizing produced water through the recovery of valuable minerals are gaining attention. The insights from this bibliometric review help to identify active research areas in produced water treatment and provide a valuable resource for researchers, policymakers, and industry stakeholders working toward more effective and sustainable treatment solutions. • A bibliometrics analysis of produced water treatment research from 1977 to 2024 has been carried out. • A comprehensive analysis included all research work published as per the Scopus database. • VOS viewer software was used to conduct the bibliometric study. • The analysis included publication trends, frequency of keywords, as well as the most cited countries, institutions, research papers and journals.

Authors

Institutions

Publication Details

Journal
Cleaner and Responsible Consumption
Published
2026-01-14
DOI
https://doi.org/10.1016/j.clrc.2026.100395
Primary Topic
Atmospheric and Environmental Gas Dynamics
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Produced water treatment and recovery in the oil and gas industry: A bibliometric analysis from 1977 to 2024

Nafis Mahmud, Abdulaziz Mohamed Al-Abdulla, Sabla Y. Alnouri, Muftah H. El-Naas
Cleaner and Responsible Consumption
Atmospheric and Environmental Gas Dynamics
article

Produced water treatment and recovery in the oil and gas industry: A bibliometric analysis from 1977 to 2024

Nafis Mahmud, Abdulaziz Mohamed Al-Abdulla, Sabla Y. Alnouri, Muftah H. El-Naas
article en

Abstract

Produced water, generated as a byproduct of oil and gas extraction, is a complex mixture characterized by high salinity and the presence of hydrocarbons, heavy metals, salts, and production-related chemicals. Its large volume and pollutant load pose significant environmental and operational challenges, making effective treatment and disposal essential for environmental protection. This study presents a systematic bibliometric analysis of produced water treatment research based on the Scopus database. It examines seven key dimensions of the research landscape: publication growth, keyword patterns, productive countries and institutions, and influential journals. A total of 1,423 Scopus-indexed articles published between 1977 and 2024 were reviewed using a targeted search strategy focused on produced water in the oil and gas sector. The analysis highlights the most active contributors in terms of publication output and citations. Additionally, VOSviewer software was used to identify research trends and map networks among keywords and citations. Bibliometric trends indicate that future research should prioritize environmental impacts, techno-economic assessments, and life-cycle analysis of produced water treatment. Emerging technologies, such as electrochemical and biological treatments, as well as monetizing produced water through the recovery of valuable minerals are gaining attention. The insights from this bibliometric review help to identify active research areas in produced water treatment and provide a valuable resource for researchers, policymakers, and industry stakeholders working toward more effective and sustainable treatment solutions. • A bibliometrics analysis of produced water treatment research from 1977 to 2024 has been carried out. • A comprehensive analysis included all research work published as per the Scopus database. • VOS viewer software was used to conduct the bibliometric study. • The analysis included publication trends, frequency of keywords, as well as the most cited countries, institutions, research papers and journals.

Cleaner and Responsible ConsumptionVol. 21
Qatar University (QA)
Openalex Percentile: Top 92%
Atmospheric and Environmental Gas Dynamics
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.