Assessing nitrate contamination risks in groundwater: A machine learning approach

10.3390/app112110034

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Bibliographic Details
Main Authors:	Awais, Muhammad, Aslam, Bilal, Maqsoom, Ahsen, Khalil, Umer, Ullah, Fahim, Azam, Sheheryar, Imran, Muhammad
Other Authors:	LEE KUAN YEW SCHOOL OF PUBLIC POLICY
Format:	Article
Published:	MDPI 2022
Subjects:	Contamination risk mapping Groundwater Machine learning Nitrate contamination Policymaking
Online Access:	https://scholarbank.nus.edu.sg/handle/10635/232969
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Institution:	National University of Singapore

id	sg-nus-scholar.10635-232969
record_format	dspace
spelling	sg-nus-scholar.10635-2329692022-10-13T05:01:15Z Assessing nitrate contamination risks in groundwater: A machine learning approach Awais, Muhammad Aslam, Bilal Maqsoom, Ahsen Khalil, Umer Ullah, Fahim Azam, Sheheryar Imran, Muhammad LEE KUAN YEW SCHOOL OF PUBLIC POLICY Contamination risk mapping Groundwater Machine learning Nitrate contamination Policymaking 10.3390/app112110034 Applied Sciences (Switzerland) 11 21 10034 2022-10-13T05:01:13Z 2022-10-13T05:01:13Z 2021-10-26 Article Awais, Muhammad, Aslam, Bilal, Maqsoom, Ahsen, Khalil, Umer, Ullah, Fahim, Azam, Sheheryar, Imran, Muhammad (2021-10-26). Assessing nitrate contamination risks in groundwater: A machine learning approach. Applied Sciences (Switzerland) 11 (21) : 10034. ScholarBank@NUS Repository. https://doi.org/10.3390/app112110034 2076-3417 https://scholarbank.nus.edu.sg/handle/10635/232969 Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/ MDPI Scopus OA2021
institution	National University of Singapore
building	NUS Library
continent	Asia
country	Singapore Singapore
content_provider	NUS Library
collection	ScholarBank@NUS
topic	Contamination risk mapping Groundwater Machine learning Nitrate contamination Policymaking
spellingShingle	Contamination risk mapping Groundwater Machine learning Nitrate contamination Policymaking Awais, Muhammad Aslam, Bilal Maqsoom, Ahsen Khalil, Umer Ullah, Fahim Azam, Sheheryar Imran, Muhammad Assessing nitrate contamination risks in groundwater: A machine learning approach
description	10.3390/app112110034
author2	LEE KUAN YEW SCHOOL OF PUBLIC POLICY
author_facet	LEE KUAN YEW SCHOOL OF PUBLIC POLICY Awais, Muhammad Aslam, Bilal Maqsoom, Ahsen Khalil, Umer Ullah, Fahim Azam, Sheheryar Imran, Muhammad
format	Article
author	Awais, Muhammad Aslam, Bilal Maqsoom, Ahsen Khalil, Umer Ullah, Fahim Azam, Sheheryar Imran, Muhammad
author_sort	Awais, Muhammad
title	Assessing nitrate contamination risks in groundwater: A machine learning approach
title_short	Assessing nitrate contamination risks in groundwater: A machine learning approach
title_full	Assessing nitrate contamination risks in groundwater: A machine learning approach
title_fullStr	Assessing nitrate contamination risks in groundwater: A machine learning approach
title_full_unstemmed	Assessing nitrate contamination risks in groundwater: A machine learning approach
title_sort	assessing nitrate contamination risks in groundwater: a machine learning approach
publisher	MDPI
publishDate	2022
url	https://scholarbank.nus.edu.sg/handle/10635/232969
_version_	1749178960591192064

Assessing nitrate contamination risks in groundwater: A machine learning approach

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