Loading…
Influence of Rainfall Seasonality in Groundwater Chemistry at Western Region of São Paulo State—Brazil
The present study evaluated the spatiotemporal variation in concentration of cadmium, lead and copper ions in groundwater wells in the stratigraphic subdivision “Santo Anastácio” that belongs to the Bauru aquifer system in the western region of São Paulo State. Exploratory statistics methods were em...
Saved in:
Published in: | Water (Basel) 2021-06, Vol.13 (11), p.1450 |
---|---|
Main Authors: | , , , |
Format: | Article |
Language: | English |
Subjects: | |
Citations: | Items that this one cites Items that cite this one |
Online Access: | Get full text |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
cited_by | cdi_FETCH-LOGICAL-c331t-314aff1b4952236886af3412353da3a72317f347195264ac8e7f2d4a4d9613c3 |
---|---|
cites | cdi_FETCH-LOGICAL-c331t-314aff1b4952236886af3412353da3a72317f347195264ac8e7f2d4a4d9613c3 |
container_end_page | |
container_issue | 11 |
container_start_page | 1450 |
container_title | Water (Basel) |
container_volume | 13 |
creator | Maroubo, Lais A. Moreira-Silva, Marcos R. Teixeira, José Jerônimo Teixeira, Marcos F. S. |
description | The present study evaluated the spatiotemporal variation in concentration of cadmium, lead and copper ions in groundwater wells in the stratigraphic subdivision “Santo Anastácio” that belongs to the Bauru aquifer system in the western region of São Paulo State. Exploratory statistics methods were employed to investigate the response of the concentration of these metals in the aquifer through the pluviometric index of the region. The results show a direct dependence of the mean monthly flow of the metals in the groundwaters to the monthly rainfall flow. The observed behavior was cyclic with a gradual increase and decrease in the flow throughout time. Two groups of cyclic variation were identified. The seasonality of the mean monthly flow of Cd2+ and Pb2+ was inversely proportional to the magnitude of the pluviometric index of the region studied. Meanwhile, the seasonality of Cu2+ was directly correlated to the seasonable rainfall variability. These behaviors lead us to point out that cadmium and lead come from minerals present in the aquifer itself and the presence of copper in groundwater is associated with an anthropogenic action due to the region’s agricultural activity. The study helps us better comprehend the behavior of the whole groundwater system through a comparison with temporal hydrogeochemistry. |
doi_str_mv | 10.3390/w13111450 |
format | article |
fullrecord | <record><control><sourceid>gale_proqu</sourceid><recordid>TN_cdi_proquest_journals_2539997478</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><galeid>A791331434</galeid><sourcerecordid>A791331434</sourcerecordid><originalsourceid>FETCH-LOGICAL-c331t-314aff1b4952236886af3412353da3a72317f347195264ac8e7f2d4a4d9613c3</originalsourceid><addsrcrecordid>eNpNUMFKAzEQXUTBUnvwDwKePKxudrKbzbEWrYWC0hY8LuNuUlO2SU12KfXkR_gHfop_4peYUhFnDjO8mfeYN1F0TpMrAJFcbylQSlmWHEW9NOEQM8bo8b_-NBp4v0pCMFEUWdKL9MSoppOmksQqMkNtFDYNmUv01mCj2x3Rhoyd7Uy9xVY6MnqRa-1btyPYkifpA2bITC61NXuJ-denJY_YNZbM20D4fv-4cfimm7PoJEh7Ofit_Whxd7sY3cfTh_FkNJzGFQBtY6AMlaLPTGRpCnlR5KiA0RQyqBGQp0B5ADgN85xhVUiu0pohq0VOoYJ-dHGQ3Tj72oXzypXtXLDiyzQDIQRnvAhbV4etJTayDKZt67AKWQdzlTVS6YAPuaDhKAYsEC4PhMpZ751U5cbpNbpdSZNy__zy7_nwA4rUdoE</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2539997478</pqid></control><display><type>article</type><title>Influence of Rainfall Seasonality in Groundwater Chemistry at Western Region of São Paulo State—Brazil</title><source>Publicly Available Content Database</source><creator>Maroubo, Lais A. ; Moreira-Silva, Marcos R. ; Teixeira, José Jerônimo ; Teixeira, Marcos F. S.</creator><creatorcontrib>Maroubo, Lais A. ; Moreira-Silva, Marcos R. ; Teixeira, José Jerônimo ; Teixeira, Marcos F. S.</creatorcontrib><description>The present study evaluated the spatiotemporal variation in concentration of cadmium, lead and copper ions in groundwater wells in the stratigraphic subdivision “Santo Anastácio” that belongs to the Bauru aquifer system in the western region of São Paulo State. Exploratory statistics methods were employed to investigate the response of the concentration of these metals in the aquifer through the pluviometric index of the region. The results show a direct dependence of the mean monthly flow of the metals in the groundwaters to the monthly rainfall flow. The observed behavior was cyclic with a gradual increase and decrease in the flow throughout time. Two groups of cyclic variation were identified. The seasonality of the mean monthly flow of Cd2+ and Pb2+ was inversely proportional to the magnitude of the pluviometric index of the region studied. Meanwhile, the seasonality of Cu2+ was directly correlated to the seasonable rainfall variability. These behaviors lead us to point out that cadmium and lead come from minerals present in the aquifer itself and the presence of copper in groundwater is associated with an anthropogenic action due to the region’s agricultural activity. The study helps us better comprehend the behavior of the whole groundwater system through a comparison with temporal hydrogeochemistry.</description><identifier>ISSN: 2073-4441</identifier><identifier>EISSN: 2073-4441</identifier><identifier>DOI: 10.3390/w13111450</identifier><language>eng</language><publisher>Basel: MDPI AG</publisher><subject>Agricultural production ; Agriculture ; Anthropogenic factors ; Aquatic resources ; Aquifer systems ; Aquifers ; Brazil ; Cadmium ; Chemical elements ; Copper ; Correlation analysis ; Flow ; Groundwater ; Groundwater chemistry ; Groundwater overdraft ; Heavy metals ; Human influences ; Hydrogeochemistry ; Metal concentrations ; Minerals ; Precipitation variability ; Rain and rainfall ; Rainfall ; Seasonal variations ; Seasons ; Standard deviation ; Statistical methods ; Stratigraphy ; Surface water ; Water, Underground</subject><ispartof>Water (Basel), 2021-06, Vol.13 (11), p.1450</ispartof><rights>COPYRIGHT 2021 MDPI AG</rights><rights>2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c331t-314aff1b4952236886af3412353da3a72317f347195264ac8e7f2d4a4d9613c3</citedby><cites>FETCH-LOGICAL-c331t-314aff1b4952236886af3412353da3a72317f347195264ac8e7f2d4a4d9613c3</cites><orcidid>0000-0001-9355-2143 ; 0000-0001-7451-2189</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2539997478/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2539997478?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>314,776,780,25732,27903,27904,36991,44569,74872</link.rule.ids></links><search><creatorcontrib>Maroubo, Lais A.</creatorcontrib><creatorcontrib>Moreira-Silva, Marcos R.</creatorcontrib><creatorcontrib>Teixeira, José Jerônimo</creatorcontrib><creatorcontrib>Teixeira, Marcos F. S.</creatorcontrib><title>Influence of Rainfall Seasonality in Groundwater Chemistry at Western Region of São Paulo State—Brazil</title><title>Water (Basel)</title><description>The present study evaluated the spatiotemporal variation in concentration of cadmium, lead and copper ions in groundwater wells in the stratigraphic subdivision “Santo Anastácio” that belongs to the Bauru aquifer system in the western region of São Paulo State. Exploratory statistics methods were employed to investigate the response of the concentration of these metals in the aquifer through the pluviometric index of the region. The results show a direct dependence of the mean monthly flow of the metals in the groundwaters to the monthly rainfall flow. The observed behavior was cyclic with a gradual increase and decrease in the flow throughout time. Two groups of cyclic variation were identified. The seasonality of the mean monthly flow of Cd2+ and Pb2+ was inversely proportional to the magnitude of the pluviometric index of the region studied. Meanwhile, the seasonality of Cu2+ was directly correlated to the seasonable rainfall variability. These behaviors lead us to point out that cadmium and lead come from minerals present in the aquifer itself and the presence of copper in groundwater is associated with an anthropogenic action due to the region’s agricultural activity. The study helps us better comprehend the behavior of the whole groundwater system through a comparison with temporal hydrogeochemistry.</description><subject>Agricultural production</subject><subject>Agriculture</subject><subject>Anthropogenic factors</subject><subject>Aquatic resources</subject><subject>Aquifer systems</subject><subject>Aquifers</subject><subject>Brazil</subject><subject>Cadmium</subject><subject>Chemical elements</subject><subject>Copper</subject><subject>Correlation analysis</subject><subject>Flow</subject><subject>Groundwater</subject><subject>Groundwater chemistry</subject><subject>Groundwater overdraft</subject><subject>Heavy metals</subject><subject>Human influences</subject><subject>Hydrogeochemistry</subject><subject>Metal concentrations</subject><subject>Minerals</subject><subject>Precipitation variability</subject><subject>Rain and rainfall</subject><subject>Rainfall</subject><subject>Seasonal variations</subject><subject>Seasons</subject><subject>Standard deviation</subject><subject>Statistical methods</subject><subject>Stratigraphy</subject><subject>Surface water</subject><subject>Water, Underground</subject><issn>2073-4441</issn><issn>2073-4441</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><recordid>eNpNUMFKAzEQXUTBUnvwDwKePKxudrKbzbEWrYWC0hY8LuNuUlO2SU12KfXkR_gHfop_4peYUhFnDjO8mfeYN1F0TpMrAJFcbylQSlmWHEW9NOEQM8bo8b_-NBp4v0pCMFEUWdKL9MSoppOmksQqMkNtFDYNmUv01mCj2x3Rhoyd7Uy9xVY6MnqRa-1btyPYkifpA2bITC61NXuJ-denJY_YNZbM20D4fv-4cfimm7PoJEh7Ofit_Whxd7sY3cfTh_FkNJzGFQBtY6AMlaLPTGRpCnlR5KiA0RQyqBGQp0B5ADgN85xhVUiu0pohq0VOoYJ-dHGQ3Tj72oXzypXtXLDiyzQDIQRnvAhbV4etJTayDKZt67AKWQdzlTVS6YAPuaDhKAYsEC4PhMpZ751U5cbpNbpdSZNy__zy7_nwA4rUdoE</recordid><startdate>20210601</startdate><enddate>20210601</enddate><creator>Maroubo, Lais A.</creator><creator>Moreira-Silva, Marcos R.</creator><creator>Teixeira, José Jerônimo</creator><creator>Teixeira, Marcos F. S.</creator><general>MDPI AG</general><scope>AAYXX</scope><scope>CITATION</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><orcidid>https://orcid.org/0000-0001-9355-2143</orcidid><orcidid>https://orcid.org/0000-0001-7451-2189</orcidid></search><sort><creationdate>20210601</creationdate><title>Influence of Rainfall Seasonality in Groundwater Chemistry at Western Region of São Paulo State—Brazil</title><author>Maroubo, Lais A. ; Moreira-Silva, Marcos R. ; Teixeira, José Jerônimo ; Teixeira, Marcos F. S.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c331t-314aff1b4952236886af3412353da3a72317f347195264ac8e7f2d4a4d9613c3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Agricultural production</topic><topic>Agriculture</topic><topic>Anthropogenic factors</topic><topic>Aquatic resources</topic><topic>Aquifer systems</topic><topic>Aquifers</topic><topic>Brazil</topic><topic>Cadmium</topic><topic>Chemical elements</topic><topic>Copper</topic><topic>Correlation analysis</topic><topic>Flow</topic><topic>Groundwater</topic><topic>Groundwater chemistry</topic><topic>Groundwater overdraft</topic><topic>Heavy metals</topic><topic>Human influences</topic><topic>Hydrogeochemistry</topic><topic>Metal concentrations</topic><topic>Minerals</topic><topic>Precipitation variability</topic><topic>Rain and rainfall</topic><topic>Rainfall</topic><topic>Seasonal variations</topic><topic>Seasons</topic><topic>Standard deviation</topic><topic>Statistical methods</topic><topic>Stratigraphy</topic><topic>Surface water</topic><topic>Water, Underground</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Maroubo, Lais A.</creatorcontrib><creatorcontrib>Moreira-Silva, Marcos R.</creatorcontrib><creatorcontrib>Teixeira, José Jerônimo</creatorcontrib><creatorcontrib>Teixeira, Marcos F. S.</creatorcontrib><collection>CrossRef</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><jtitle>Water (Basel)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Maroubo, Lais A.</au><au>Moreira-Silva, Marcos R.</au><au>Teixeira, José Jerônimo</au><au>Teixeira, Marcos F. S.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Influence of Rainfall Seasonality in Groundwater Chemistry at Western Region of São Paulo State—Brazil</atitle><jtitle>Water (Basel)</jtitle><date>2021-06-01</date><risdate>2021</risdate><volume>13</volume><issue>11</issue><spage>1450</spage><pages>1450-</pages><issn>2073-4441</issn><eissn>2073-4441</eissn><abstract>The present study evaluated the spatiotemporal variation in concentration of cadmium, lead and copper ions in groundwater wells in the stratigraphic subdivision “Santo Anastácio” that belongs to the Bauru aquifer system in the western region of São Paulo State. Exploratory statistics methods were employed to investigate the response of the concentration of these metals in the aquifer through the pluviometric index of the region. The results show a direct dependence of the mean monthly flow of the metals in the groundwaters to the monthly rainfall flow. The observed behavior was cyclic with a gradual increase and decrease in the flow throughout time. Two groups of cyclic variation were identified. The seasonality of the mean monthly flow of Cd2+ and Pb2+ was inversely proportional to the magnitude of the pluviometric index of the region studied. Meanwhile, the seasonality of Cu2+ was directly correlated to the seasonable rainfall variability. These behaviors lead us to point out that cadmium and lead come from minerals present in the aquifer itself and the presence of copper in groundwater is associated with an anthropogenic action due to the region’s agricultural activity. The study helps us better comprehend the behavior of the whole groundwater system through a comparison with temporal hydrogeochemistry.</abstract><cop>Basel</cop><pub>MDPI AG</pub><doi>10.3390/w13111450</doi><orcidid>https://orcid.org/0000-0001-9355-2143</orcidid><orcidid>https://orcid.org/0000-0001-7451-2189</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 2073-4441 |
ispartof | Water (Basel), 2021-06, Vol.13 (11), p.1450 |
issn | 2073-4441 2073-4441 |
language | eng |
recordid | cdi_proquest_journals_2539997478 |
source | Publicly Available Content Database |
subjects | Agricultural production Agriculture Anthropogenic factors Aquatic resources Aquifer systems Aquifers Brazil Cadmium Chemical elements Copper Correlation analysis Flow Groundwater Groundwater chemistry Groundwater overdraft Heavy metals Human influences Hydrogeochemistry Metal concentrations Minerals Precipitation variability Rain and rainfall Rainfall Seasonal variations Seasons Standard deviation Statistical methods Stratigraphy Surface water Water, Underground |
title | Influence of Rainfall Seasonality in Groundwater Chemistry at Western Region of São Paulo State—Brazil |
url | http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-26T22%3A51%3A22IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-gale_proqu&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Influence%20of%20Rainfall%20Seasonality%20in%20Groundwater%20Chemistry%20at%20Western%20Region%20of%20S%C3%A3o%20Paulo%20State%E2%80%94Brazil&rft.jtitle=Water%20(Basel)&rft.au=Maroubo,%20Lais%20A.&rft.date=2021-06-01&rft.volume=13&rft.issue=11&rft.spage=1450&rft.pages=1450-&rft.issn=2073-4441&rft.eissn=2073-4441&rft_id=info:doi/10.3390/w13111450&rft_dat=%3Cgale_proqu%3EA791331434%3C/gale_proqu%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c331t-314aff1b4952236886af3412353da3a72317f347195264ac8e7f2d4a4d9613c3%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2539997478&rft_id=info:pmid/&rft_galeid=A791331434&rfr_iscdi=true |