The Role of Remote Sensing in the Evolution of Water Pollution Detection and Monitoring: A Comprehensive Review

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F46747885%3A24220%2F24%3A00012474" target="_blank" >RIV/46747885:24220/24:00012474 - isvavai.cz</a>

Nalezeny alternativní kódy

RIV/46747885:24620/24:00012474

Výsledek na webu

<a href="https://www.sciencedirect.com/science/article/pii/S1474706524001700?via%3Dihub" target="_blank" >https://www.sciencedirect.com/science/article/pii/S1474706524001700?via%3Dihub</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1016/j.pce.2024.103712" target="_blank" >10.1016/j.pce.2024.103712</a>

Jazyk výsledku

angličtina

Název v původním jazyce

The Role of Remote Sensing in the Evolution of Water Pollution Detection and Monitoring: A Comprehensive Review

Popis výsledku v původním jazyce

This comprehensive review explores the transformative role of remote sensing technologies in the detection and monitoring of water pollution. Remote sensing provides dynamic, large-scale, and cost-effective solutions for continuous assessment of water quality. The review covers the application of remote sensing for detecting a range of pollutants, including chemical contaminants, physical parameters, and biological pollutants. The review systematically analyzed 132 studies selected from the Web of Science database using the keywords “remote sensing” and “water pollution,” covering publications from the 1990s to December 2023. The analysis highlights the use of multispectral and hyperspectral imaging, machine learning algorithms, and statistical models for precise pollutant detection and quantification. Key findings demonstrate the efficacy of remote sensing in providing timely and detailed information on water quality, which is essential for environmental monitoring and management. However, several challenges persist, including limitations in the spatial and temporal resolution of satellite sensors, the complexity of water body optical properties, and the need for advanced data processing algorithms. Future research should address these challenges by focusing on enhancing sensor technology, developing sophisticated algorithms for data analysis, and integrating remote sensing with in-situ measurements to achieve more comprehensive water quality monitoring. This review underscores the significant advancements in remote sensing technologies and their crucial role in sustainable water resource management and environmental protection. It emphasizes the need for ongoing innovation and interdisciplinary collaboration to further enhance our understanding and management of water pollution.

Název v anglickém jazyce

The Role of Remote Sensing in the Evolution of Water Pollution Detection and Monitoring: A Comprehensive Review

Popis výsledku anglicky

This comprehensive review explores the transformative role of remote sensing technologies in the detection and monitoring of water pollution. Remote sensing provides dynamic, large-scale, and cost-effective solutions for continuous assessment of water quality. The review covers the application of remote sensing for detecting a range of pollutants, including chemical contaminants, physical parameters, and biological pollutants. The review systematically analyzed 132 studies selected from the Web of Science database using the keywords “remote sensing” and “water pollution,” covering publications from the 1990s to December 2023. The analysis highlights the use of multispectral and hyperspectral imaging, machine learning algorithms, and statistical models for precise pollutant detection and quantification. Key findings demonstrate the efficacy of remote sensing in providing timely and detailed information on water quality, which is essential for environmental monitoring and management. However, several challenges persist, including limitations in the spatial and temporal resolution of satellite sensors, the complexity of water body optical properties, and the need for advanced data processing algorithms. Future research should address these challenges by focusing on enhancing sensor technology, developing sophisticated algorithms for data analysis, and integrating remote sensing with in-situ measurements to achieve more comprehensive water quality monitoring. This review underscores the significant advancements in remote sensing technologies and their crucial role in sustainable water resource management and environmental protection. It emphasizes the need for ongoing innovation and interdisciplinary collaboration to further enhance our understanding and management of water pollution.

Druh

J_imp - Článek v periodiku v databázi Web of Science

CEP obor

—

OECD FORD obor

10500 - Earth and related environmental sciences

Projekt

—

Návaznosti

I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Rok uplatnění

2024

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název periodika

Physics and Chemistry of the Earth

ISSN

1474-7065

e-ISSN

—

Svazek periodika

136

Číslo periodika v rámci svazku

12

Stát vydavatele periodika

GB - Spojené království Velké Británie a Severního Irska

Počet stran výsledku

11

Strana od-do

—

Kód UT WoS článku

001301837800001

EID výsledku v databázi Scopus

2-s2.0-85201752467