{"id":"https://openalex.org/W7225795574","doi":"https://doi.org/10.3390/hydrology13110299","title":"WaterDataHub 1.0: A Curated Discovery Resource for AI-Driven Water Research","display_name":"WaterDataHub 1.0: A Curated Discovery Resource for AI-Driven Water Research","publication_year":2026,"publication_date":"2026-11-11","ids":{"openalex":"https://openalex.org/W7225795574","doi":"https://doi.org/10.3390/hydrology13110299"},"language":"en","primary_location":{"id":"doi:10.3390/hydrology13110299","doi":"https://doi.org/10.3390/hydrology13110299","is_oa":true,"landing_page_url":"https://doi.org/10.3390/hydrology13110299","pdf_url":null,"source":{"id":"https://openalex.org/S4210184486","display_name":"Hydrology","issn_l":"2306-5338","issn":["2306-5338"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-20","russia-white-list-2"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Hydrology","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3390/hydrology13110299","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5130327118","display_name":"TEA DOBOV\u0160EK","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I153976015","display_name":"University of Ljubljana","ror":"https://ror.org/05njb9z20","country_code":"SI","type":"education","lineage":["https://openalex.org/I153976015"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Tea Dobov\u0161ek","raw_affiliation_strings":["Faculty of Computer and Information Science, University of Ljubljana, 1000 Ljubljana, Slovenia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer and Information Science, University of Ljubljana, 1000 Ljubljana, Slovenia","institution_ids":["https://openalex.org/I153976015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040099064","display_name":"Barbara Hribar-Lee","orcid":"https://orcid.org/0000-0002-9029-588X","observed_orcids":["https://orcid.org/0000-0002-9029-588X"]},"institutions":[{"id":"https://openalex.org/I153976015","display_name":"University of Ljubljana","ror":"https://ror.org/05njb9z20","country_code":"SI","type":"education","lineage":["https://openalex.org/I153976015"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Barbara Hribar-Lee","raw_affiliation_strings":["Faculty of Chemistry and Chemical Technology, University of Ljubljana, 1000 Ljubljana, Slovenia"],"raw_orcid":"https://orcid.org/0000-0002-9029-588X","affiliations":[{"raw_affiliation_string":"Faculty of Chemistry and Chemical Technology, University of Ljubljana, 1000 Ljubljana, Slovenia","institution_ids":["https://openalex.org/I153976015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028092263","display_name":"Miha Mo\u0161kon","orcid":"https://orcid.org/0000-0003-4600-1730","observed_orcids":["https://orcid.org/0000-0003-4600-1730"]},"institutions":[{"id":"https://openalex.org/I153976015","display_name":"University of Ljubljana","ror":"https://ror.org/05njb9z20","country_code":"SI","type":"education","lineage":["https://openalex.org/I153976015"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Miha Mo\u0161kon","raw_affiliation_strings":["Faculty of Computer and Information Science, University of Ljubljana, 1000 Ljubljana, Slovenia"],"raw_orcid":"https://orcid.org/0000-0003-4600-1730","affiliations":[{"raw_affiliation_string":"Faculty of Computer and Information Science, University of Ljubljana, 1000 Ljubljana, Slovenia","institution_ids":["https://openalex.org/I153976015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068681665","display_name":"Andreja \u017dgajnar Gotvajn","orcid":"https://orcid.org/0000-0002-4850-2312","observed_orcids":["https://orcid.org/0000-0002-4850-2312"]},"institutions":[{"id":"https://openalex.org/I153976015","display_name":"University of Ljubljana","ror":"https://ror.org/05njb9z20","country_code":"SI","type":"education","lineage":["https://openalex.org/I153976015"]},{"id":"https://openalex.org/I203238179","display_name":"Rhodes University","ror":"https://ror.org/016sewp10","country_code":"ZA","type":"education","lineage":["https://openalex.org/I203238179"]}],"countries":["SI","ZA"],"is_corresponding":false,"raw_author_name":"Andreja \u017dgajnar Gotvajn","raw_affiliation_strings":["Faculty of Chemistry and Chemical Technology, University of Ljubljana, 1000 Ljubljana, Slovenia","Hugh Kelly Fellow, Rhodes University, Makhanda 6140, South Africa"],"raw_orcid":"https://orcid.org/0000-0002-4850-2312","affiliations":[{"raw_affiliation_string":"Faculty of Chemistry and Chemical Technology, University of Ljubljana, 1000 Ljubljana, Slovenia","institution_ids":["https://openalex.org/I153976015"]},{"raw_affiliation_string":"Hugh Kelly Fellow, Rhodes University, Makhanda 6140, South Africa","institution_ids":["https://openalex.org/I203238179"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038439738","display_name":"Jane Tanner","orcid":"https://orcid.org/0000-0003-2298-738X","observed_orcids":["https://orcid.org/0000-0003-2298-738X"]},"institutions":[{"id":"https://openalex.org/I203238179","display_name":"Rhodes University","ror":"https://ror.org/016sewp10","country_code":"ZA","type":"education","lineage":["https://openalex.org/I203238179"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Jane Tanner","raw_affiliation_strings":["Institute for Water Research, Rhodes University, Makhanda 6140, South Africa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Water Research, Rhodes University, Makhanda 6140, South Africa","institution_ids":["https://openalex.org/I203238179"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045389796","display_name":"Zoran Bosni\u0107","orcid":"https://orcid.org/0000-0003-0501-7146","observed_orcids":["https://orcid.org/0000-0003-0501-7146"]},"institutions":[{"id":"https://openalex.org/I153976015","display_name":"University of Ljubljana","ror":"https://ror.org/05njb9z20","country_code":"SI","type":"education","lineage":["https://openalex.org/I153976015"]}],"countries":["SI"],"is_corresponding":true,"raw_author_name":"Zoran Bosni\u0107","raw_affiliation_strings":["Faculty of Computer and Information Science, University of Ljubljana, 1000 Ljubljana, Slovenia"],"raw_orcid":"https://orcid.org/0000-0003-0501-7146","affiliations":[{"raw_affiliation_string":"Faculty of Computer and Information Science, University of Ljubljana, 1000 Ljubljana, Slovenia","institution_ids":["https://openalex.org/I153976015"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5045389796"],"corresponding_institution_ids":["https://openalex.org/I153976015"],"apc_list":{"value":1800,"currency":"CHF","value_usd":2172},"apc_paid":{"value":1800,"currency":"CHF","value_usd":2172},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":"11","first_page":"299","last_page":"299"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14427","display_name":"Environmental Monitoring and Data Management","score":0.98580002784729,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"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/T14427","display_name":"Environmental Monitoring and Data Management","score":0.98580002784729,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"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/T14178","display_name":"Environmental Science and Water Management","score":0.0052999998442828655,"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/T11490","display_name":"Hydrological Forecasting Using AI","score":0.005100000184029341,"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"}}],"keywords":[],"concepts":[{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.6675999760627747},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6116999983787537},{"id":"https://openalex.org/C61272859","wikidata":"https://www.wikidata.org/wiki/Q7834031","display_name":"Transferability","level":3,"score":0.5949000120162964},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5932999849319458},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5595999956130981},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.46860000491142273},{"id":"https://openalex.org/C144559511","wikidata":"https://www.wikidata.org/wiki/Q2986279","display_name":"Principal (computer security)","level":2,"score":0.4417000114917755},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4374000132083893},{"id":"https://openalex.org/C2779965156","wikidata":"https://www.wikidata.org/wiki/Q5227350","display_name":"Data sharing","level":3,"score":0.42969998717308044},{"id":"https://openalex.org/C153823671","wikidata":"https://www.wikidata.org/wiki/Q1049799","display_name":"Water resources","level":2,"score":0.3743000030517578},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.3686000108718872},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.34360000491142273},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.329800009727478},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.32420000433921814},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.3222000002861023},{"id":"https://openalex.org/C197352329","wikidata":"https://www.wikidata.org/wiki/Q1093434","display_name":"Citizen science","level":2,"score":0.31189998984336853},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.27399998903274536},{"id":"https://openalex.org/C539469273","wikidata":"https://www.wikidata.org/wiki/Q1749732","display_name":"Environmental monitoring","level":2,"score":0.27390000224113464},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.2705000042915344},{"id":"https://openalex.org/C2984917352","wikidata":"https://www.wikidata.org/wiki/Q12772819","display_name":"Scientific discovery","level":2,"score":0.26930001378059387},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.26409998536109924},{"id":"https://openalex.org/C72634772","wikidata":"https://www.wikidata.org/wiki/Q386824","display_name":"Data integration","level":2,"score":0.2529999911785126}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3390/hydrology13110299","doi":"https://doi.org/10.3390/hydrology13110299","is_oa":true,"landing_page_url":"https://doi.org/10.3390/hydrology13110299","pdf_url":null,"source":{"id":"https://openalex.org/S4210184486","display_name":"Hydrology","issn_l":"2306-5338","issn":["2306-5338"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-20","russia-white-list-2"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Hydrology","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.3390/hydrology13110299","doi":"https://doi.org/10.3390/hydrology13110299","is_oa":true,"landing_page_url":"https://doi.org/10.3390/hydrology13110299","pdf_url":null,"source":{"id":"https://openalex.org/S4210184486","display_name":"Hydrology","issn_l":"2306-5338","issn":["2306-5338"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-20","russia-white-list-2"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Hydrology","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W2211860317","https://openalex.org/W2302501749","https://openalex.org/W2582343773","https://openalex.org/W3110786237","https://openalex.org/W3128110793","https://openalex.org/W3177491979","https://openalex.org/W4210800473","https://openalex.org/W4214843539","https://openalex.org/W4293765297","https://openalex.org/W4316368857","https://openalex.org/W4322772333","https://openalex.org/W4377030467","https://openalex.org/W4382936660","https://openalex.org/W4386930623","https://openalex.org/W4388832980","https://openalex.org/W4389151441","https://openalex.org/W4390880644","https://openalex.org/W4392984771","https://openalex.org/W4394707974","https://openalex.org/W4400285347","https://openalex.org/W4400286003","https://openalex.org/W4400340071","https://openalex.org/W4400867591","https://openalex.org/W4401010399","https://openalex.org/W4401297744","https://openalex.org/W4401419335","https://openalex.org/W4403510232","https://openalex.org/W4404364362","https://openalex.org/W4404749703","https://openalex.org/W4404874405","https://openalex.org/W4405472683","https://openalex.org/W4408309709","https://openalex.org/W4409361597","https://openalex.org/W4409681260","https://openalex.org/W4410344243","https://openalex.org/W4411226695","https://openalex.org/W4412640175","https://openalex.org/W4412975031","https://openalex.org/W7162639298"],"related_works":[],"abstract_inverted_index":{"The":[0,160],"increasing":[1],"availability":[2],"of":[3,73,108,163],"publicly":[4,35,78,148],"accessible":[5],"data":[6,18,150,181],"has":[7],"created":[8],"new":[9],"opportunities":[10],"for":[11,41,147,193],"data-driven":[12,194],"and":[13,27,52,60,71,87,112,128,156,173,187,191],"AI-supported":[14],"water":[15,109,154],"research.":[16,195],"Such":[17],"are":[19],"particularly":[20],"attractive":[21],"due":[22],"to":[23,29,153],"their":[24,82,189],"transparency,":[25],"cost-effectiveness,":[26],"ability":[28],"support":[30],"reproducible":[31],"scientific":[32,92],"studies.":[33],"Moreover,":[34],"available":[36,79,149],"datasets":[37,103,116],"offer":[38],"strong":[39],"potential":[40],"methodological":[42],"transferability":[43],"across":[44,55],"geographical":[45],"locations,":[46],"enabling":[47,88],"comparative":[48],"analyses,":[49],"model":[50],"generalization,":[51],"knowledge":[53],"sharing":[54],"regions":[56],"with":[57],"diverse":[58],"environmental":[59,101],"socio-economic":[61],"conditions.":[62],"In":[63],"this":[64,164],"work,":[65],"we":[66],"explore":[67],"both":[68],"the":[69],"benefits":[70],"limitations":[72],"conducting":[74],"AI-driven":[75],"research":[76,155],"using":[77],"datasets,":[80],"emphasizing":[81],"role":[83],"in":[84,91],"accelerating":[85],"innovation":[86],"broader":[89],"participation":[90],"inquiry.":[93],"We":[94,139],"specifically":[95],"focus":[96],"on":[97,119],"water-related":[98,180],"data,":[99],"including":[100],"monitoring":[102,137],"that":[104,177],"capture":[105],"various":[106],"aspects":[107],"quality,":[110],"availability,":[111],"ecosystem":[113],"dynamics.":[114],"These":[115],"typically":[117],"rely":[118],"measurements":[120],"such":[121],"as":[122],"chemical":[123],"composition,":[124],"temperature,":[125],"flow":[126],"rates,":[127],"pollutant":[129],"levels,":[130],"often":[131],"collected":[132],"through":[133],"governmental":[134],"or":[135],"international":[136],"initiatives.":[138],"introduce":[140],"WaterDataHub":[141,167],"1.0,":[142],"a":[143,170,184],"curated":[144],"discovery":[145,175],"resource":[146,176],"sources":[151,182],"relevant":[152],"artificial":[157],"intelligence":[158],"applications.":[159],"principal":[161],"contribution":[162],"work":[165],"is":[166],"1.0":[168],"itself:":[169],"centralized,":[171],"cross-domain,":[172],"AI-oriented":[174],"organizes":[178],"fragmented":[179],"within":[183],"common":[185],"framework":[186],"facilitates":[188],"identification":[190],"reuse":[192]},"counts_by_year":[],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2026-11-12T00:00:00"}
