Item talk:Q67865

From geokb

{

 "USGS Publications Warehouse": {
   "schema": {
     "@context": "https://schema.org",
     "@type": "CreativeWork",
     "additionalType": "USGS Numbered Series",
     "name": "Models for predicting recreational water quality at Lake Erie beaches",
     "identifier": [
       {
         "@type": "PropertyValue",
         "propertyID": "USGS Publications Warehouse IndexID",
         "value": "sir20065192",
         "url": "https://pubs.usgs.gov/publication/sir20065192"
       },
       {
         "@type": "PropertyValue",
         "propertyID": "USGS Publications Warehouse Internal ID",
         "value": 79165
       },
       {
         "@type": "PropertyValue",
         "propertyID": "DOI",
         "value": "10.3133/sir20065192",
         "url": "https://doi.org/10.3133/sir20065192"
       }
     ],
     "inLanguage": "en",
     "isPartOf": [
       {
         "@type": "CreativeWorkSeries",
         "name": "Scientific Investigations Report"
       }
     ],
     "datePublished": "2006",
     "dateModified": "2012-03-08",
     "abstract": "Data collected from four Lake Erie beaches during the recreational seasons of 2004-05 and from one Lake Erie beach during 2000-2005 were used to develop predictive models for recreational water quality by means of multiple linear regression. The best model for each beach was based on a unique combination of environmental and water-quality explanatory variables including turbidity, rainfall, wave height, water temperature, day of the year, wind direction, and lake level. Two types of outputs were produced from the models: the predicted Escherichia coli concentration and the probability that the bathing-water standard will be exceeded. The model for one of beaches, Huntington Reservation (Huntington), was validated in 2005. For 2005, the Huntington model yielded more correct responses and better predicted exceedance of the standard than did current methods for assessing recreational water quality, which are based on the previous day's E. coli concentration. Predictions based on the Huntington model have been available to the public through an Internet-based 'nowcasting' system since May 30, 2006. The other beach models are being validated for the first time in 2006. The methods used in this study to develop and test predictive models can be applied at other similar coastal beaches.",
     "description": "iv, 13 p.",
     "publisher": {
       "@type": "Organization",
       "name": "U.S. Geological Survey"
     },
     "author": [
       {
         "@type": "Person",
         "name": "Francy, Donna S. dsfrancy@usgs.gov",
         "givenName": "Donna S.",
         "familyName": "Francy",
         "email": "dsfrancy@usgs.gov",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "ORCID",
           "value": "0000-0001-9229-3557",
           "url": "https://orcid.org/0000-0001-9229-3557"
         },
         "affiliation": [
           {
             "@type": "Organization",
             "name": "Ohio-Kentucky-Indiana Water Science Center",
             "url": "https://www.usgs.govhttps://www.usgs.gov/centers/oki-water"
           },
           {
             "@type": "Organization",
             "name": "Ohio Water Science Center",
             "url": "https://www.usgs.govhttps://www.usgs.gov/centers/oki-water"
           }
         ]
       },
       {
         "@type": "Person",
         "name": "Bertke, Erin E. eebertke@usgs.gov",
         "givenName": "Erin E.",
         "familyName": "Bertke",
         "email": "eebertke@usgs.gov"
       },
       {
         "@type": "Person",
         "name": "Darner, Robert A. radarner@usgs.gov",
         "givenName": "Robert A.",
         "familyName": "Darner",
         "email": "radarner@usgs.gov",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "ORCID",
           "value": "0000-0003-1333-8265",
           "url": "https://orcid.org/0000-0003-1333-8265"
         },
         "affiliation": [
           {
             "@type": "Organization",
             "name": "Ohio-Kentucky-Indiana Water Science Center",
             "url": "https://www.usgs.govhttps://www.usgs.gov/centers/oki-water"
           },
           {
             "@type": "Organization",
             "name": "Ohio Water Science Center",
             "url": "https://www.usgs.govhttps://www.usgs.gov/centers/oki-water"
           }
         ]
       }
     ],
     "funder": [
       {
         "@type": "Organization",
         "name": "Ohio Water Science Center",
         "url": "https://www.usgs.govhttps://www.usgs.gov/centers/oki-water"
       }
     ],
     "spatialCoverage": [
       {
         "@type": "Place",
         "geo": [
           {
             "@type": "GeoShape",
             "additionalProperty": {
               "@type": "PropertyValue",
               "name": "GeoJSON",
               "value": {
                 "type": "FeatureCollection",
                 "features": [
                   {
                     "type": "Feature",
                     "properties": {},
                     "geometry": {
                       "type": "Polygon",
                       "coordinates": [
                         [
                           [
                             -82,
                             41.25
                           ],
                           [
                             -82,
                             41.5
                           ],
                           [
                             -81,
                             41.5
                           ],
                           [
                             -81,
                             41.25
                           ],
                           [
                             -82,
                             41.25
                           ]
                         ]
                       ]
                     }
                   }
                 ]
               }
             }
           },
           {
             "@type": "GeoCoordinates",
             "latitude": 41.375,
             "longitude": -81.5
           }
         ]
       }
     ]
   }
 },
 "OpenAlex": {
   "abstract_inverted_index": {
     "Data": [
       0
     ],
     "collected": [
       1
     ],
     "from": [
       2,
       14,
       77
     ],
     "four": [
       3
     ],
     "Lake": [
       4,
       16
     ],
     "Erie": [
       5,
       17
     ],
     "beaches": [
       6
     ],
     "during": [
       7,
       19
     ],
     "the": [
       8,
       64,
       78,
       80,
       86,
       89,
       110,
       122,
       137,
       146,
       153,
       172
     ],
     "recreational": [
       9,
       28,
       130
     ],
     "seasons": [
       10
     ],
     "of": [
       11,
       33,
       49,
       63,
       73,
       99,
       121
     ],
     "2004-05": [
       12
     ],
     "and": [
       13,
       51,
       68,
       85,
       117,
       185
     ],
     "one": [
       15,
       98
     ],
     "beach": [
       18,
       42,
       166
     ],
     "2000-2005": [
       20
     ],
     "were": [
       21,
       75
     ],
     "used": [
       22,
       179
     ],
     "to": [
       23,
       152,
       183
     ],
     "develop": [
       24,
       184
     ],
     "predictive": [
       25,
       187
     ],
     "models": [
       26,
       167,
       188
     ],
     "for": [
       27,
       40,
       97,
       128,
       171
     ],
     "water": [
       29,
       60,
       131
     ],
     "quality": [
       30
     ],
     "by": [
       31
     ],
     "means": [
       32
     ],
     "multiple": [
       34
     ],
     "linear": [
       35
     ],
     "regression.": [
       36
     ],
     "The": [
       37,
       95,
       164,
       177
     ],
     "best": [
       38
     ],
     "model": [
       39,
       96,
       112,
       148
     ],
     "each": [
       41
     ],
     "was": [
       43,
       104
     ],
     "based": [
       44,
       135,
       144
     ],
     "on": [
       45,
       136,
       145
     ],
     "a": [
       46
     ],
     "unique": [
       47
     ],
     "combination": [
       48
     ],
     "environmental": [
       50
     ],
     "water-quality": [
       52
     ],
     "explanatory": [
       53
     ],
     "variables": [
       54
     ],
     "including": [
       55
     ],
     "turbidity,": [
       56
     ],
     "rainfall,": [
       57
     ],
     "wave": [
       58
     ],
     "height,": [
       59
     ],
     "temperature,": [
       61
     ],
     "day": [
       62
     ],
     "year,": [
       65
     ],
     "wind": [
       66
     ],
     "direction,": [
       67
     ],
     "lake": [
       69
     ],
     "level.": [
       70
     ],
     "Two": [
       71
     ],
     "types": [
       72
     ],
     "outputs": [
       74
     ],
     "produced": [
       76
     ],
     "models:": [
       79
     ],
     "predicted": [
       81,
       119
     ],
     "Escherichia": [
       82
     ],
     "coli": [
       83,
       141
     ],
     "concentration": [
       84
     ],
     "probability": [
       87
     ],
     "that": [
       88
     ],
     "bathing-water": [
       90
     ],
     "standard": [
       91,
       123
     ],
     "will": [
       92
     ],
     "be": [
       93,
       190
     ],
     "exceeded.": [
       94
     ],
     "beaches,": [
       100
     ],
     "Huntington": [
       101,
       111,
       147
     ],
     "Reservation": [
       102
     ],
     "(Huntington),": [
       103
     ],
     "validated": [
       105,
       170
     ],
     "in": [
       106,
       175,
       180
     ],
     "2005.": [
       107
     ],
     "For": [
       108
     ],
     "2005,": [
       109
     ],
     "yielded": [
       113
     ],
     "more": [
       114
     ],
     "correct": [
       115
     ],
     "responses": [
       116
     ],
     "better": [
       118
     ],
     "exceedance": [
       120
     ],
     "than": [
       124
     ],
     "did": [
       125
     ],
     "current": [
       126
     ],
     "methods": [
       127,
       178
     ],
     "assessing": [
       129
     ],
     "quality,": [
       132
     ],
     "which": [
       133
     ],
     "are": [
       134,
       168
     ],
     "previous": [
       138
     ],
     "day's": [
       139
     ],
     "E.": [
       140
     ],
     "concentration.": [
       142
     ],
     "Predictions": [
       143
     ],
     "have": [
       149
     ],
     "been": [
       150
     ],
     "available": [
       151
     ],
     "public": [
       154
     ],
     "through": [
       155
     ],
     "an": [
       156
     ],
     "Internet-based": [
       157
     ],
     "'nowcasting'": [
       158
     ],
     "system": [
       159
     ],
     "since": [
       160
     ],
     "May": [
       161
     ],
     "30,": [
       162
     ],
     "2006.": [
       163,
       176
     ],
     "other": [
       165,
       193
     ],
     "being": [
       169
     ],
     "first": [
       173
     ],
     "time": [
       174
     ],
     "this": [
       181
     ],
     "study": [
       182
     ],
     "test": [
       186
     ],
     "can": [
       189
     ],
     "applied": [
       191
     ],
     "at": [
       192
     ],
     "similar": [
       194
     ],
     "coastal": [
       195
     ],
     "beaches.": [
       196
     ]
   },
   "apc_list": null,
   "apc_paid": null,
   "authorships": [
     {
       "author_position": "first",
       "author": {
         "id": "https://openalex.org/A5065669678",
         "display_name": "Donna S. Francy",
         "orcid": "https://orcid.org/0000-0001-9229-3557"
       },
       "institutions": [],
       "countries": [],
       "is_corresponding": false,
       "raw_author_name": "Donna S. Francy",
       "raw_affiliation_strings": [],
       "affiliations": []
     },
     {
       "author_position": "middle",
       "author": {
         "id": "https://openalex.org/A5057750415",
         "display_name": "Robert A. Darner",
         "orcid": "https://orcid.org/0000-0003-1333-8265"
       },
       "institutions": [],
       "countries": [],
       "is_corresponding": false,
       "raw_author_name": "Robert A. Darner",
       "raw_affiliation_strings": [],
       "affiliations": []
     },
     {
       "author_position": "last",
       "author": {
         "id": "https://openalex.org/A5088826535",
         "display_name": "Erin E. Bertke",
         "orcid": null
       },
       "institutions": [],
       "countries": [],
       "is_corresponding": false,
       "raw_author_name": "Erin E. Bertke",
       "raw_affiliation_strings": [],
       "affiliations": []
     }
   ],
   "best_oa_location": null,
   "biblio": {
     "volume": null,
     "issue": null,
     "first_page": null,
     "last_page": null
   },
   "citation_normalized_percentile": {
     "value": 0.812038,
     "is_in_top_1_percent": false,
     "is_in_top_10_percent": false
   },
   "cited_by_api_url": "https://api.openalex.org/works?filter=cites:W2268149151",
   "cited_by_count": 30,
   "cited_by_percentile_year": {
     "min": 90,
     "max": 91
   },
   "concepts": [
     {
       "id": "https://openalex.org/c110269972",
       "wikidata": "https://www.wikidata.org/wiki/Q184872",
       "display_name": "Recreation",
       "level": 2,
       "score": 0.73611873,
       "qid": "Q159353"
     },
     {
       "id": "https://openalex.org/c39432304",
       "wikidata": "https://www.wikidata.org/wiki/Q188847",
       "display_name": "Environmental science",
       "level": 0,
       "score": 0.6971526,
       "qid": "Q166085"
     },
     {
       "id": "https://openalex.org/c2780797713",
       "wikidata": "https://www.wikidata.org/wiki/Q625376",
       "display_name": "Water quality",
       "level": 2,
       "score": 0.68304855,
       "qid": "Q159335"
     },
     {
       "id": "https://openalex.org/c64016661",
       "wikidata": "https://www.wikidata.org/wiki/Q898574",
       "display_name": "Turbidity",
       "level": 2,
       "score": 0.5544549,
       "qid": null
     },
     {
       "id": "https://openalex.org/c76886044",
       "wikidata": "https://www.wikidata.org/wiki/Q2883300",
       "display_name": "Hydrology (agriculture)",
       "level": 2,
       "score": 0.5386119,
       "qid": "Q161210"
     },
     {
       "id": "https://openalex.org/c2781013037",
       "wikidata": "https://www.wikidata.org/wiki/Q1433331",
       "display_name": "Nowcasting",
       "level": 2,
       "score": 0.50554824,
       "qid": null
     },
     {
       "id": "https://openalex.org/c205649164",
       "wikidata": "https://www.wikidata.org/wiki/Q1071",
       "display_name": "Geography",
       "level": 0,
       "score": 0.27496314,
       "qid": "Q158983"
     },
     {
       "id": "https://openalex.org/c153294291",
       "wikidata": "https://www.wikidata.org/wiki/Q25261",
       "display_name": "Meteorology",
       "level": 1,
       "score": 0.25475007,
       "qid": "Q159006"
     },
     {
       "id": "https://openalex.org/c111368507",
       "wikidata": "https://www.wikidata.org/wiki/Q43518",
       "display_name": "Oceanography",
       "level": 1,
       "score": 0.2140238,
       "qid": "Q166123"
     },
     {
       "id": "https://openalex.org/c127313418",
       "wikidata": "https://www.wikidata.org/wiki/Q1069",
       "display_name": "Geology",
       "level": 0,
       "score": 0.13565701,
       "qid": "Q158984"
     },
     {
       "id": "https://openalex.org/c18903297",
       "wikidata": "https://www.wikidata.org/wiki/Q7150",
       "display_name": "Ecology",
       "level": 1,
       "score": 0.1175015,
       "qid": "Q158972"
     },
     {
       "id": "https://openalex.org/c187320778",
       "wikidata": "https://www.wikidata.org/wiki/Q1349130",
       "display_name": "Geotechnical engineering",
       "level": 1,
       "score": 0.0,
       "qid": "Q226247"
     },
     {
       "id": "https://openalex.org/c86803240",
       "wikidata": "https://www.wikidata.org/wiki/Q420",
       "display_name": "Biology",
       "level": 0,
       "score": 0.0,
       "qid": "Q158998"
     }
   ],
   "corresponding_author_ids": [],
   "corresponding_institution_ids": [],
   "countries_distinct_count": 0,
   "counts_by_year": [
     {
       "year": 2022,
       "cited_by_count": 1
     },
     {
       "year": 2021,
       "cited_by_count": 2
     },
     {
       "year": 2020,
       "cited_by_count": 1
     },
     {
       "year": 2016,
       "cited_by_count": 5
     },
     {
       "year": 2015,
       "cited_by_count": 4
     },
     {
       "year": 2014,
       "cited_by_count": 2
     },
     {
       "year": 2013,
       "cited_by_count": 3
     },
     {
       "year": 2012,
       "cited_by_count": 2
     }
   ],
   "created_date": "2016-06-24",
   "datasets": [],
   "display_name": "Models for predicting recreational water quality at Lake Erie beaches",
   "doi": "https://doi.org/10.3133/sir20065192",
   "fwci": 2.311,
   "grants": [],
   "has_fulltext": false,
   "id": "https://openalex.org/W2268149151",
   "ids": {
     "openalex": "https://openalex.org/W2268149151",
     "doi": "https://doi.org/10.3133/sir20065192",
     "mag": "2268149151"
   },
   "indexed_in": [
     "crossref"
   ],
   "institutions_distinct_count": 0,
   "is_paratext": false,
   "is_retracted": false,
   "keywords": [
     {
       "id": "https://openalex.org/keywords/turbidity",
       "display_name": "Turbidity",
       "score": 0.5544549
     },
     {
       "id": "https://openalex.org/keywords/water-quality",
       "display_name": "Water Quality",
       "score": 0.544287
     },
     {
       "id": "https://openalex.org/keywords/hydrological-modeling",
       "display_name": "Hydrological Modeling",
       "score": 0.523618
     },
     {
       "id": "https://openalex.org/keywords/flood-inundation-modeling",
       "display_name": "Flood Inundation Modeling",
       "score": 0.5121
     },
     {
       "id": "https://openalex.org/keywords/nowcasting",
       "display_name": "Nowcasting",
       "score": 0.50554824
     }
   ],
   "language": "en",
   "locations": [
     {
       "is_oa": false,
       "landing_page_url": "https://doi.org/10.3133/sir20065192",
       "pdf_url": null,
       "source": {
         "id": "https://openalex.org/S2764832999",
         "display_name": "Scientific investigations report",
         "issn_l": "2328-0328",
         "issn": [
           "2328-0328",
           "2328-031X",
           "2332-5607"
         ],
         "is_oa": false,
         "is_in_doaj": false,
         "is_core": false,
         "host_organization": "https://openalex.org/P4310319934",
         "host_organization_name": "United States Geological Survey",
         "host_organization_lineage": [
           "https://openalex.org/P4310319934",
           "https://openalex.org/P4310316088"
         ],
         "host_organization_lineage_names": [
           "United States Geological Survey",
           "United States Department of the Interior"
         ],
         "type": "journal"
       },
       "license": null,
       "license_id": null,
       "version": null,
       "is_accepted": false,
       "is_published": false
     }
   ],
   "locations_count": 1,
   "mesh": [],
   "ngrams_url": "https://api.openalex.org/works/W2268149151/ngrams",
   "open_access": {
     "is_oa": false,
     "oa_status": "closed",
     "oa_url": null,
     "any_repository_has_fulltext": false
   },
   "primary_location": {
     "is_oa": false,
     "landing_page_url": "https://doi.org/10.3133/sir20065192",
     "pdf_url": null,
     "source": {
       "id": "https://openalex.org/S2764832999",
       "display_name": "Scientific investigations report",
       "issn_l": "2328-0328",
       "issn": [
         "2328-0328",
         "2328-031X",
         "2332-5607"
       ],
       "is_oa": false,
       "is_in_doaj": false,
       "is_core": false,
       "host_organization": "https://openalex.org/P4310319934",
       "host_organization_name": "United States Geological Survey",
       "host_organization_lineage": [
         "https://openalex.org/P4310319934",
         "https://openalex.org/P4310316088"
       ],
       "host_organization_lineage_names": [
         "United States Geological Survey",
         "United States Department of the Interior"
       ],
       "type": "journal"
     },
     "license": null,
     "license_id": null,
     "version": null,
     "is_accepted": false,
     "is_published": false
   },
   "primary_topic": {
     "id": "https://openalex.org/T11119",
     "display_name": "Urban Stormwater Management and Sustainable Drainage Systems",
     "score": 0.9991,
     "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"
     }
   },
   "publication_date": "2006-01-01",
   "publication_year": 2006,
   "referenced_works": [
     "https://openalex.org/W1969523808",
     "https://openalex.org/W2086298713",
     "https://openalex.org/W2124064745",
     "https://openalex.org/W2144727069"
   ],
   "referenced_works_count": 4,
   "related_works": [
     "https://openalex.org/W4239095282",
     "https://openalex.org/W3193710367",
     "https://openalex.org/W3124209601",
     "https://openalex.org/W3018395630",
     "https://openalex.org/W2945625440",
     "https://openalex.org/W2607474063",
     "https://openalex.org/W2238969010",
     "https://openalex.org/W2189249776",
     "https://openalex.org/W2098567841",
     "https://openalex.org/W1526105959"
   ],
   "sustainable_development_goals": [
     {
       "score": 0.71,
       "display_name": "Clean water and sanitation",
       "id": "https://metadata.un.org/sdg/6"
     }
   ],
   "title": "Models for predicting recreational water quality at Lake Erie beaches",
   "topics": [
     {
       "id": "https://openalex.org/T11119",
       "display_name": "Urban Stormwater Management and Sustainable Drainage Systems",
       "score": 0.9991,
       "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/T10930",
       "display_name": "Global Flood Risk Assessment and Management",
       "score": 0.9832,
       "subfield": {
         "id": "https://openalex.org/subfields/2306",
         "display_name": "Global and Planetary Change"
       },
       "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/T11220",
       "display_name": "Design and Management of Water Distribution Networks",
       "score": 0.9749,
       "subfield": {
         "id": "https://openalex.org/subfields/2205",
         "display_name": "Civil and Structural Engineering"
       },
       "field": {
         "id": "https://openalex.org/fields/22",
         "display_name": "Engineering"
       },
       "domain": {
         "id": "https://openalex.org/domains/3",
         "display_name": "Physical Sciences"
       }
     }
   ],
   "type": "article",
   "type_crossref": "journal-article",
   "updated_date": "2024-08-09T12:22:42.155419",
   "versions": [],
   "qid": "Q67865"
 }

}