{"id":"https://openalex.org/W7212376571","doi":"https://doi.org/10.2166/wpt.2026.442","title":"Monitoring and assessment of groundwater in Uttarakhand state: a geospatial and ARIMA time series forecasting approach","display_name":"Monitoring and assessment of groundwater in Uttarakhand state: a geospatial and ARIMA time series forecasting approach","publication_year":2026,"publication_date":"2026-09-01","ids":{"openalex":"https://openalex.org/W7212376571","doi":"https://doi.org/10.2166/wpt.2026.442"},"language":"en","primary_location":{"id":"doi:10.2166/wpt.2026.442","doi":"https://doi.org/10.2166/wpt.2026.442","is_oa":false,"landing_page_url":"https://doi.org/10.2166/wpt.2026.442","pdf_url":null,"source":{"id":"https://openalex.org/S137656717","display_name":"Water Practice & Technology","issn_l":"1751-231X","issn":["1751-231X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310320510","host_organization_name":"UWA Publishing","host_organization_lineage":["https://openalex.org/P4310320510"],"host_organization_lineage_names":["UWA Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Water Practice &amp; Technology","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091044337","display_name":"Priyanka Negi","orcid":"https://orcid.org/0000-0003-3146-2630","observed_orcids":["https://orcid.org/0000-0003-3146-2630","https://orcid.org/0000-0002-5732-9945"]},"institutions":[{"id":"https://openalex.org/I3132702812","display_name":"Uttaranchal University","ror":"https://ror.org/00ba6pg24","country_code":"IN","type":"education","lineage":["https://openalex.org/I3132702812"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Priyanka Negi","raw_affiliation_strings":["a Uttaranchal Institute of Technology, Uttaranchal University, Dehradun, India"],"raw_orcid":"https://orcid.org/0000-0002-5732-9945","affiliations":[{"raw_affiliation_string":"a Uttaranchal Institute of Technology, Uttaranchal University, Dehradun, India","institution_ids":["https://openalex.org/I3132702812"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5151440994","display_name":"Divyanjali Arya","orcid":"https://orcid.org/0009-0009-2120-1577","observed_orcids":["https://orcid.org/0009-0009-2120-1577"]},"institutions":[{"id":"https://openalex.org/I3132702812","display_name":"Uttaranchal University","ror":"https://ror.org/00ba6pg24","country_code":"IN","type":"education","lineage":["https://openalex.org/I3132702812"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Divyanjali Arya","raw_affiliation_strings":["a Uttaranchal Institute of Technology, Uttaranchal University, Dehradun, India"],"raw_orcid":"https://orcid.org/0009-0009-2120-1577","affiliations":[{"raw_affiliation_string":"a Uttaranchal Institute of Technology, Uttaranchal University, Dehradun, India","institution_ids":["https://openalex.org/I3132702812"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019030919","display_name":"Vikrant Pachouri","orcid":"https://orcid.org/0009-0007-5577-6171","observed_orcids":["https://orcid.org/0009-0007-5577-6171"]},"institutions":[{"id":"https://openalex.org/I74796645","display_name":"Birla Institute of Technology and Science, Pilani","ror":"https://ror.org/001p3jz28","country_code":"IN","type":"education","lineage":["https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vikrant Pachouri","raw_affiliation_strings":["b Department of Civil Engineering, Birla Institute of Technology and Sciences, Pilani, India"],"raw_orcid":"https://orcid.org/0009-0007-5577-6171","affiliations":[{"raw_affiliation_string":"b Department of Civil Engineering, Birla Institute of Technology and Sciences, Pilani, India","institution_ids":["https://openalex.org/I74796645"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139173512","display_name":"Rajesh Singh","orcid":"https://orcid.org/0000-0002-3164-8905","observed_orcids":["https://orcid.org/0000-0002-3164-8905"]},"institutions":[{"id":"https://openalex.org/I3132702812","display_name":"Uttaranchal University","ror":"https://ror.org/00ba6pg24","country_code":"IN","type":"education","lineage":["https://openalex.org/I3132702812"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rajesh Singh","raw_affiliation_strings":["c Division of Research & Innovation, Uttaranchal Institute of Technology, Uttaranchal University, Dehradun, Uttarakhand 248007, India"],"raw_orcid":"https://orcid.org/0000-0002-3164-8905","affiliations":[{"raw_affiliation_string":"c Division of Research & Innovation, Uttaranchal Institute of Technology, Uttaranchal University, Dehradun, Uttarakhand 248007, India","institution_ids":["https://openalex.org/I3132702812"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101470120","display_name":"Anita Gehlot","orcid":"https://orcid.org/0000-0001-6463-9581","observed_orcids":["https://orcid.org/0000-0001-6463-9581"]},"institutions":[{"id":"https://openalex.org/I3132702812","display_name":"Uttaranchal University","ror":"https://ror.org/00ba6pg24","country_code":"IN","type":"education","lineage":["https://openalex.org/I3132702812"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anita Gehlot","raw_affiliation_strings":["c Division of Research & Innovation, Uttaranchal Institute of Technology, Uttaranchal University, Dehradun, Uttarakhand 248007, India"],"raw_orcid":"https://orcid.org/0000-0001-6463-9581","affiliations":[{"raw_affiliation_string":"c Division of Research & Innovation, Uttaranchal Institute of Technology, Uttaranchal University, Dehradun, Uttarakhand 248007, India","institution_ids":["https://openalex.org/I3132702812"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075558460","display_name":"Amit Kumar Thakur","orcid":"https://orcid.org/0000-0002-9929-6176","observed_orcids":["https://orcid.org/0000-0002-9929-6176"]},"institutions":[{"id":"https://openalex.org/I110360157","display_name":"Lovely Professional University","ror":"https://ror.org/00et6q107","country_code":"IN","type":"education","lineage":["https://openalex.org/I110360157"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Amit Kumar Thakur","raw_affiliation_strings":["d School of Mechanical Engineering, Lovely Professional University, Phagwara, Punjab 144411, India"],"raw_orcid":"https://orcid.org/0000-0002-9929-6176","affiliations":[{"raw_affiliation_string":"d School of Mechanical Engineering, Lovely Professional University, Phagwara, Punjab 144411, India","institution_ids":["https://openalex.org/I110360157"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029067905","display_name":"Sudhanshu Dogra","orcid":"https://orcid.org/0000-0003-1689-5585","observed_orcids":["https://orcid.org/0000-0003-1689-5585"]},"institutions":[{"id":"https://openalex.org/I110360157","display_name":"Lovely Professional University","ror":"https://ror.org/00et6q107","country_code":"IN","type":"education","lineage":["https://openalex.org/I110360157"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sudhanshu Dogra","raw_affiliation_strings":["d School of Mechanical Engineering, Lovely Professional University, Phagwara, Punjab 144411, India"],"raw_orcid":"https://orcid.org/0000-0003-1689-5585","affiliations":[{"raw_affiliation_string":"d School of Mechanical Engineering, Lovely Professional University, Phagwara, Punjab 144411, India","institution_ids":["https://openalex.org/I110360157"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.63363339,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"21","issue":"9","first_page":"4493","last_page":"4514"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11634","display_name":"Water Quality and Pollution Assessment","score":0.6317999958992004,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11634","display_name":"Water Quality and Pollution Assessment","score":0.6317999958992004,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12543","display_name":"Groundwater and Watershed Analysis","score":0.19760000705718994,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12773","display_name":"Water Quality and Resources Studies","score":0.09600000083446503,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/groundwater-level-forecasting","display_name":"groundwater level prediction","score":0.7960000038146973},{"id":"https://openalex.org/keywords/groundwater-quality","display_name":"groundwater quality","score":0.8669999837875366},{"id":"https://openalex.org/keywords/groundwater-stress","display_name":"groundwater stress","score":0.7850000262260437},{"id":"https://openalex.org/keywords/uttarakhand","display_name":"Uttarakhand","score":0.8019999861717224},{"id":"https://openalex.org/keywords/dehradun-district","display_name":"Dehradun district","score":0.890999972820282},{"id":"https://openalex.org/keywords/arima-time-series","display_name":"ARIMA time series","score":0.7310000061988831},{"id":"https://openalex.org/keywords/ordinary-kriging","display_name":"ordinary kriging","score":0.9459999799728394},{"id":"https://openalex.org/keywords/groundwater-quality-assessment","display_name":"groundwater quality assessment","score":0.574999988079071},{"id":"https://openalex.org/keywords/fluoride","display_name":"fluoride","score":0.5509999990463257},{"id":"https://openalex.org/keywords/nitrate","display_name":"nitrate","score":0.9779999852180481},{"id":"https://openalex.org/keywords/chloride","display_name":"chloride","score":0.8220000267028809},{"id":"https://openalex.org/keywords/total-hardness","display_name":"total hardness","score":0.6340000033378601},{"id":"https://openalex.org/keywords/electrical-conductivity","display_name":"electrical conductivity","score":0.859000027179718},{"id":"https://openalex.org/keywords/mountainous-areas","display_name":"mountainous terrain","score":0.5490000247955322},{"id":"https://openalex.org/keywords/sdg-6","display_name":"SDG 6","score":0.6899999976158142}],"concepts":[{"id":"https://openalex.org/C24338571","wikidata":"https://www.wikidata.org/wiki/Q2566298","display_name":"Autoregressive integrated moving average","level":3,"score":0.7982000112533569},{"id":"https://openalex.org/C76177295","wikidata":"https://www.wikidata.org/wiki/Q161598","display_name":"Groundwater","level":2,"score":0.7663999795913696},{"id":"https://openalex.org/C9770341","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Geospatial analysis","level":2,"score":0.7506999969482422},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6996999979019165},{"id":"https://openalex.org/C81692654","wikidata":"https://www.wikidata.org/wiki/Q225926","display_name":"Kriging","level":2,"score":0.6542999744415283},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.47519999742507935},{"id":"https://openalex.org/C41856607","wikidata":"https://www.wikidata.org/wiki/Q483130","display_name":"Geographic information system","level":2,"score":0.46540001034736633},{"id":"https://openalex.org/C39853841","wikidata":"https://www.wikidata.org/wiki/Q161078","display_name":"Urbanization","level":2,"score":0.4345000088214874},{"id":"https://openalex.org/C524765639","wikidata":"https://www.wikidata.org/wiki/Q1501619","display_name":"Water resource management","level":1,"score":0.43140000104904175},{"id":"https://openalex.org/C78302586","wikidata":"https://www.wikidata.org/wiki/Q6716996","display_name":"MODFLOW","level":5,"score":0.3824000060558319},{"id":"https://openalex.org/C2780797713","wikidata":"https://www.wikidata.org/wiki/Q625376","display_name":"Water quality","level":2,"score":0.3537999987602234},{"id":"https://openalex.org/C203332170","wikidata":"https://www.wikidata.org/wiki/Q6334079","display_name":"Multivariate interpolation","level":3,"score":0.3474999964237213},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.3231000006198883},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.3222000002861023},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.30799999833106995},{"id":"https://openalex.org/C137800194","wikidata":"https://www.wikidata.org/wiki/Q11713455","display_name":"Interpolation (computer graphics)","level":3,"score":0.3073999881744385},{"id":"https://openalex.org/C174091901","wikidata":"https://www.wikidata.org/wiki/Q2670986","display_name":"Groundwater recharge","level":4,"score":0.30059999227523804},{"id":"https://openalex.org/C66465714","wikidata":"https://www.wikidata.org/wiki/Q1148989","display_name":"Water balance","level":2,"score":0.2989000082015991},{"id":"https://openalex.org/C161840515","wikidata":"https://www.wikidata.org/wiki/Q186131","display_name":"Terrain","level":2,"score":0.29010000824928284},{"id":"https://openalex.org/C176650113","wikidata":"https://www.wikidata.org/wiki/Q370689","display_name":"Groundwater model","level":5,"score":0.2822999954223633},{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.27649998664855957},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.2635999917984009},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.2517000138759613}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2166/wpt.2026.442","doi":"https://doi.org/10.2166/wpt.2026.442","is_oa":false,"landing_page_url":"https://doi.org/10.2166/wpt.2026.442","pdf_url":null,"source":{"id":"https://openalex.org/S137656717","display_name":"Water Practice & Technology","issn_l":"1751-231X","issn":["1751-231X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310320510","host_organization_name":"UWA Publishing","host_organization_lineage":["https://openalex.org/P4310320510"],"host_organization_lineage_names":["UWA Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Water Practice &amp; Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":1.0,"display_name":"Clean water and sanitation","id":"https://metadata.un.org/sdg/6"}],"sustainable_development_goals_aurora":[{"score":0.5626527070999146,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W3192016915","https://openalex.org/W4200008380","https://openalex.org/W4294405848","https://openalex.org/W4313825840","https://openalex.org/W4362614187","https://openalex.org/W4390145629","https://openalex.org/W4390270555","https://openalex.org/W4391063736","https://openalex.org/W4396640638","https://openalex.org/W4401547868","https://openalex.org/W4401713319","https://openalex.org/W4401894527","https://openalex.org/W4402031752","https://openalex.org/W4402949432","https://openalex.org/W4403394428","https://openalex.org/W4410844280","https://openalex.org/W4411858417","https://openalex.org/W4412882581"],"related_works":[],"abstract_inverted_index":{"ABSTRACT":[0],"Groundwater":[1,50],"level,":[2],"rainfall,":[3],"and":[4,36,56,59,69,86,103,112,125,169,186,202,222],"groundwater":[5,28,33,37,135,196,216,224,237],"quality":[6,29,113],"data":[7,114],"collection,":[8],"Geographic":[9,96],"Information":[10,97],"Systems-based":[11],"spatial":[12,124,143],"interpolation":[13],"using":[14,23,93],"the":[15,47],"ordinary":[16],"Kriging":[17,101],"technique,":[18],"geospatial":[19],"analysis,":[20],"time-series":[21],"forecasting":[22],"autoregressive":[24],"integrated":[25,95,207],"moving":[26],"average,":[27],"assessment,":[30],"identification":[31],"of":[32],"risk":[34],"zone,":[35],"sustainable":[38,223],"management":[39,225],"plan":[40],"preparation;":[41],"this":[42],"is":[43,51],"shown":[44],"graphically":[45],"in":[46,90,150,160,165,189,239],"study":[48,84],"workflow.":[49],"vital":[52],"for":[53,183,215,236],"ecological":[54],"balance":[55],"domestic,":[57],"agricultural,":[58],"industrial":[60],"water":[61,204],"supplies.":[62],"In":[63],"Uttarakhand,":[64],"rapid":[65,200],"urbanisation,":[66],"population":[67],"growth,":[68],"limited":[70],"surface-water":[71],"availability":[72],"have":[73],"increased":[74],"dependence":[75],"on":[76],"groundwater,":[77],"raising":[78],"concerns":[79],"about":[80],"its":[81],"sustainability.":[82],"This":[83],"assesses":[85],"predicts":[87],"groundwater-level":[88,155],"changes":[89],"Dehradun":[91],"District":[92],"an":[94,211],"System":[98],"(GIS),":[99],"Ordinary":[100],"(OK),":[102],"Autoregressive":[104],"Integrated":[105],"Moving":[106],"Average":[107],"(ARIMA)":[108],"modelling":[109],"framework.":[110],"Groundwater-level":[111],"collected":[115],"from":[116],"2012":[117],"to":[118,122,133,138,180],"2022":[119],"were":[120,131,172],"analysed":[121],"identify":[123],"temporal":[126],"variations,":[127],"while":[128,175],"ARIMA":[129],"models":[130],"applied":[132],"forecast":[134],"conditions":[136],"up":[137],"2027.":[139],"Results":[140],"reveal":[141],"substantial":[142],"variability,":[144],"with":[145,199,227],"groundwater-stress":[146],"areas":[147],"concentrated":[148],"mainly":[149],"valley":[151],"regions.":[152,243],"Forecasts":[153],"indicate":[154,194],"declines":[156],"exceeding":[157],"9":[158],"m":[159],"several":[161],"tehsils.":[162,191],"Increasing":[163],"trends":[164],"chloride,":[166],"total":[167],"hardness,":[168],"electrical":[170],"conductivity":[171],"also":[173,233],"observed,":[174],"drinking-water":[176],"standards":[177],"are":[178],"projected":[179],"be":[181,234],"exceeded":[182],"fluoride,":[184],"nitrate,":[185],"other":[187,240],"parameters":[188],"some":[190],"These":[192],"findings":[193],"increasing":[195],"stress":[197],"associated":[198],"urbanisation":[201],"growing":[203],"demand.":[205],"The":[206,230],"GIS\u2013ARIMA":[208],"framework":[209],"provides":[210],"effective":[212],"decision-support":[213],"tool":[214],"monitoring,":[217],"artificial-recharge":[218],"planning,":[219],"regulated":[220],"abstraction,":[221],"aligned":[226],"SDG":[228],"6.":[229],"approach":[231],"can":[232],"adapted":[235],"assessment":[238],"complex":[241],"mountainous":[242]},"counts_by_year":[],"updated_date":"2026-10-04T09:36:47.201465","created_date":"2026-09-13T00:00:00"}
