Item talk:Q46525

{

 "USGS Staff Profile": {
   "@context": "https://schema.org",
   "@type": "Person",
   "dateModified": "2024-09-21T07:56:05.908952",
   "name": "Scott Hamshaw, Ph.D., P.E.",
   "identifier": [
     {
       "@type": "PropertyValue",
       "propertyID": "ORCID",
       "value": "0000-0002-0583-4237"
     }
   ],
   "jobTitle": "Machine Learning Specialist",
   "hasOccupation": [
     {
       "@type": "OrganizationalRole",
       "startDate": "2024-09-21T07:56:05.912843",
       "affiliatedOrganization": {
         "@type": "Organization",
         "name": "Water Resources Mission Area",
         "url": "https://www.usgs.gov/mission-areas/water-resources"
       },
       "roleName": "Machine Learning Specialist"
     },
     {
       "@type": "Occupation",
       "additionalType": "self-claimed professional experience",
       "name": "Machine Learning Specialist, U.S. Geological Survey, Water Mission Area - 2021 to present"
     },
     {
       "@type": "Occupation",
       "additionalType": "self-claimed professional experience",
       "name": "Research Assistant Professor, Civil & Environmental Engineering, University of Vermont - 2019 to 2021"
     },
     {
       "@type": "Occupation",
       "additionalType": "self-claimed professional experience",
       "name": "Post-Doctoral Associate, Vermont EPSCoR, University of Vermont - 2017 to 2019"
     },
     {
       "@type": "Occupation",
       "additionalType": "self-claimed professional experience",
       "name": "Research Assistant, Civil & Environmental Engineering, University of Vermont - 2011 to 2017"
     },
     {
       "@type": "Occupation",
       "additionalType": "self-claimed professional experience",
       "name": "Staff Engineer, Engineered Solutions, Inc., Burlington, VT - 2007 to 2010"
     }
   ],
   "description": [
     {
       "@type": "TextObject",
       "additionalType": "short description",
       "abstract": "Machine Learning Specialist with the Water Resources Mission Area"
     },
     {
       "@type": "TextObject",
       "additionalType": "staff profile page introductory statement",
       "abstract": "Scott Hamshaw, Ph.D., P.E. is a Machine Learning Specialist in the Analysis & Prediction Branch of the USGS Water Resources Mission Area."
     },
     {
       "@type": "TextObject",
       "additionalType": "personal statement",
       "abstract": "Scott Hamshaw received his Ph.D. in Civil & Environmental Engineering from the University of Vermont where he undertook mapping of watershed erosion and data-driven modeling of sediment transport in the Lake Champlain Basin. After completing his Ph.D., he was a postdoctoral associate and research assistant professor at the University of Vermont applying machine learning to water resource problems as well as teaching land surveying and mapping. Prior to his Ph.D., Scott worked as a consulting engineer in Burlington, VT practicing stormwater management, water system design, and site engineering. Scott joined the Analysis & Prediction Branch of the Water Resources Mission Area in 2021 and is based in Bristol, VT.Scott\u2019s interests are in the broad area of applied machine learning and water resource engineering with emphasis on using data-driven approaches to understand dynamics in streamflow and river water quality. Scott is active in national-scale research on applying deep learning methods to the prediction of water quantity and quality in rivers across the U.S."
     }
   ],
   "email": "shamshaw@usgs.gov",
   "url": "https://www.usgs.gov/staff-profiles/scott-hamshaw",
   "affiliation": [],
   "hasCredential": [
     {
       "@type": "EducationalOccupationalCredential",
       "name": "Ph.D. Civil & Environmental Engineering, University of Vermont, 2018"
     },
     {
       "@type": "EducationalOccupationalCredential",
       "name": "P.E., State of Vermont, License No. 100919, 2015"
     },
     {
       "@type": "EducationalOccupationalCredential",
       "name": "M.S. Civil & Environmental Engineering, University of Vermont, 2014"
     },
     {
       "@type": "EducationalOccupationalCredential",
       "name": "B.A. Engineering, St. Michael's College, 2006"
     },
     {
       "@type": "EducationalOccupationalCredential",
       "name": "B.S. Civil Engineering, University of Vermont, 2006"
     }
   ],
   "knowsAbout": [
     {
       "@type": "Thing",
       "additionalType": "self-claimed expertise",
       "name": "Machine Learning"
     },
     {
       "@type": "Thing",
       "additionalType": "self-claimed expertise",
       "name": "Surface Water"
     },
     {
       "@type": "Thing",
       "additionalType": "self-claimed expertise",
       "name": "Hydrologic Modeling"
     },
     {
       "@type": "Thing",
       "additionalType": "self-claimed expertise",
       "name": "Sediment Transport"
     },
     {
       "@type": "Thing",
       "additionalType": "self-claimed expertise",
       "name": "Land Surveying"
     },
     {
       "@type": "Thing",
       "additionalType": "self-claimed expertise",
       "name": "Data Science"
     }
   ],
   "memberOf": {
     "@type": "OrganizationalRole",
     "name": "staff member",
     "member": {
       "@type": "Organization",
       "name": "U.S. Geological Survey"
     },
     "startDate": "2024-09-21T07:56:05.908958"
   }
 },
 "ORCID": {
   "@context": "http://schema.org",
   "@id": "https://orcid.org/0000-0002-0583-4237",
   "@reverse": {
     "creator": [
       {
         "@id": "https://doi.org/10.1016/j.jhydrol.2020.125802",
         "@type": "CreativeWork",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "doi",
           "value": "10.1016/j.jhydrol.2020.125802"
         },
         "name": "Multivariate event time series analysis using hydrological and suspended sediment data"
       },
       {
         "@id": "https://doi.org/10.5194/tc-13-3367-2019",
         "@type": "CreativeWork",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "doi",
           "value": "10.5194/tc-13-3367-2019"
         },
         "name": "Optimization of over-summer snow storage at midlatitudes and low elevation"
       },
       {
         "@id": "https://doi.org/10.1080/19475705.2019.1571533",
         "@type": "CreativeWork",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "doi",
           "value": "10.1080/19475705.2019.1571533"
         },
         "name": "Application of unmanned aircraft system (UAS) for monitoring bank erosion along river corridors"
       },
       {
         "@id": "https://doi.org/10.1029/2018jg004497",
         "@type": "CreativeWork",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "doi",
           "value": "10.1029/2018jg004497"
         },
         "name": "Impact of an Extreme Storm Event on River Corridor Bank Erosion and Phosphorus Mobilization in a Mountainous Watershed in the Northeastern United States"
       },
       {
         "@id": "https://doi.org/10.1029/2017wr022238",
         "@type": "CreativeWork",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "doi",
           "value": "10.1029/2017wr022238"
         },
         "name": "A New Machine-Learning Approach for Classifying Hysteresis in Suspended-Sediment Discharge Relationships Using High-Frequency Monitoring Data"
       },
       {
         "@id": "https://doi.org/10.1002/rra.3183",
         "@type": "CreativeWork",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "doi",
           "value": "10.1002/rra.3183"
         },
         "name": "Quantifying streambank movement and topography using unmanned aircraft system photogrammetry with comparison to terrestrial laser scanning"
       },
       {
         "@id": "https://doi.org/10.1061/(asce)nh.1527-6996.0000112",
         "@type": "CreativeWork",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "doi",
           "value": "10.1061/(asce)nh.1527-6996.0000112"
         },
         "name": "Rapid Flood Exposure Assessment of Vermont Mobile Home Parks Following Tropical Storm Irene"
       }
     ]
   },
   "@type": "Person",
   "address": {
     "@type": "PostalAddress",
     "addressCountry": "US"
   },
   "alternateName": "Scott Hamshaw",
   "alumniOf": [
     {
       "@type": "Organization",
       "alternateName": "Deptarment of Civil & Environmental Engineering",
       "identifier": {
         "@type": "PropertyValue",
         "propertyID": "RINGGOLD",
         "value": "2092"
       },
       "name": "University of Vermont"
     },
     {
       "@type": "Organization",
       "alternateName": "School of Engineering",
       "identifier": {
         "@type": "PropertyValue",
         "propertyID": "RINGGOLD",
         "value": "2092"
       },
       "name": "University of Vermont"
     }
   ],
   "familyName": "Hamshaw",
   "givenName": "Scott",
   "mainEntityOfPage": "https://orcid.org/0000-0002-0583-4237",
   "name": "Scott D. Hamshaw"
 },
 "OpenAlex": {
   "created_date": "2023-07-21",
   "display_name": "Scott D. Hamshaw",
   "display_name_alternatives": [
     "Scott Douglas Hamshaw",
     "Scott Hamshaw",
     "S. D. Hamshaw",
     "S. Hamshaw",
     "Scott D. Hamshaw",
     "Scott Hamshaw"
   ],
   "ids": {
     "openalex": "https://openalex.org/A5077350555",
     "orcid": "https://orcid.org/0000-0002-0583-4237"
   },
   "last_known_institutions": [
     {
       "country_code": "US",
       "display_name": "United States Geological Survey",
       "id": "https://openalex.org/I1286329397",
       "lineage": [
         "https://openalex.org/I1286329397",
         "https://openalex.org/I1335927249"
       ],
       "ror": "https://ror.org/035a68863",
       "type": "government"
     }
   ],
   "orcid": "https://orcid.org/0000-0002-0583-4237",
   "topics": [
     {
       "count": 14,
       "display_name": "Ecological Dynamics of Riverine Landscapes",
       "domain": {
         "display_name": "Physical Sciences",
         "id": "https://openalex.org/domains/3"
       },
       "field": {
         "display_name": "Environmental Science",
         "id": "https://openalex.org/fields/23"
       },
       "id": "https://openalex.org/T10577",
       "subfield": {
         "display_name": "Ecology",
         "id": "https://openalex.org/subfields/2303"
       }
     },
     {
       "count": 12,
       "display_name": "Hydrological Modeling and Water Resource Management",
       "domain": {
         "display_name": "Physical Sciences",
         "id": "https://openalex.org/domains/3"
       },
       "field": {
         "display_name": "Environmental Science",
         "id": "https://openalex.org/fields/23"
       },
       "id": "https://openalex.org/T10330",
       "subfield": {
         "display_name": "Water Science and Technology",
         "id": "https://openalex.org/subfields/2312"
       }
     },
     {
       "count": 10,
       "display_name": "Mapping Forests with Lidar Remote Sensing",
       "domain": {
         "display_name": "Physical Sciences",
         "id": "https://openalex.org/domains/3"
       },
       "field": {
         "display_name": "Environmental Science",
         "id": "https://openalex.org/fields/23"
       },
       "id": "https://openalex.org/T11164",
       "subfield": {
         "display_name": "Environmental Engineering",
         "id": "https://openalex.org/subfields/2305"
       }
     },
     {
       "count": 9,
       "display_name": "Soil Erosion and Agricultural Sustainability",
       "domain": {
         "display_name": "Life Sciences",
         "id": "https://openalex.org/domains/1"
       },
       "field": {
         "display_name": "Agricultural and Biological Sciences",
         "id": "https://openalex.org/fields/11"
       },
       "id": "https://openalex.org/T10889",
       "subfield": {
         "display_name": "Soil Science",
         "id": "https://openalex.org/subfields/1111"
       }
     },
     {
       "count": 7,
       "display_name": "Hydrological Modeling using Machine Learning Methods",
       "domain": {
         "display_name": "Physical Sciences",
         "id": "https://openalex.org/domains/3"
       },
       "field": {
         "display_name": "Environmental Science",
         "id": "https://openalex.org/fields/23"
       },
       "id": "https://openalex.org/T11490",
       "subfield": {
         "display_name": "Environmental Engineering",
         "id": "https://openalex.org/subfields/2305"
       }
     },
     {
       "count": 4,
       "display_name": "3D Geospatial Modelling Techniques",
       "domain": {
         "display_name": "Physical Sciences",
         "id": "https://openalex.org/domains/3"
       },
       "field": {
         "display_name": "Earth and Planetary Sciences",
         "id": "https://openalex.org/fields/19"
       },
       "id": "https://openalex.org/T11211",
       "subfield": {
         "display_name": "Geology",
         "id": "https://openalex.org/subfields/1907"
       }
     },
     {
       "count": 4,
       "display_name": "Global Flood Risk Assessment and Management",
       "domain": {
         "display_name": "Physical Sciences",
         "id": "https://openalex.org/domains/3"
       },
       "field": {
         "display_name": "Environmental Science",
         "id": "https://openalex.org/fields/23"
       },
       "id": "https://openalex.org/T10930",
       "subfield": {
         "display_name": "Global and Planetary Change",
         "id": "https://openalex.org/subfields/2306"
       }
     },
     {
       "count": 3,
       "display_name": "Impacts of Climate Change on Glaciers and Water Availability",
       "domain": {
         "display_name": "Physical Sciences",
         "id": "https://openalex.org/domains/3"
       },
       "field": {
         "display_name": "Earth and Planetary Sciences",
         "id": "https://openalex.org/fields/19"
       },
       "id": "https://openalex.org/T10644",
       "subfield": {
         "display_name": "Atmospheric Science",
         "id": "https://openalex.org/subfields/1902"
       }
     },
     {
       "count": 3,
       "display_name": "Clustering of Time Series Data and Algorithms",
       "domain": {
         "display_name": "Physical Sciences",
         "id": "https://openalex.org/domains/3"
       },
       "field": {
         "display_name": "Computer Science",
         "id": "https://openalex.org/fields/17"
       },
       "id": "https://openalex.org/T12205",
       "subfield": {
         "display_name": "Signal Processing",
         "id": "https://openalex.org/subfields/1711"
       }
     },
     {
       "count": 3,
       "display_name": "Management and Reproducibility of Scientific Workflows",
       "domain": {
         "display_name": "Social Sciences",
         "id": "https://openalex.org/domains/2"
       },
       "field": {
         "display_name": "Decision Sciences",
         "id": "https://openalex.org/fields/18"
       },
       "id": "https://openalex.org/T11986",
       "subfield": {
         "display_name": "Information Systems and Management",
         "id": "https://openalex.org/subfields/1802"
       }
     },
     {
       "count": 3,
       "display_name": "Injuries in Alpine Skiing and Snowboarding",
       "domain": {
         "display_name": "Health Sciences",
         "id": "https://openalex.org/domains/4"
       },
       "field": {
         "display_name": "Medicine",
         "id": "https://openalex.org/fields/27"
       },
       "id": "https://openalex.org/T13176",
       "subfield": {
         "display_name": "Pulmonary and Respiratory Medicine",
         "id": "https://openalex.org/subfields/2740"
       }
     },
     {
       "count": 2,
       "display_name": "Data Sharing and Stewardship in Science",
       "domain": {
         "display_name": "Physical Sciences",
         "id": "https://openalex.org/domains/3"
       },
       "field": {
         "display_name": "Computer Science",
         "id": "https://openalex.org/fields/17"
       },
       "id": "https://openalex.org/T11937",
       "subfield": {
         "display_name": "Information Systems",
         "id": "https://openalex.org/subfields/1710"
       }
     },
     {
       "count": 2,
       "display_name": "Arctic Permafrost Dynamics and Climate Change",
       "domain": {
         "display_name": "Physical Sciences",
         "id": "https://openalex.org/domains/3"
       },
       "field": {
         "display_name": "Earth and Planetary Sciences",
         "id": "https://openalex.org/fields/19"
       },
       "id": "https://openalex.org/T11333",
       "subfield": {
         "display_name": "Atmospheric Science",
         "id": "https://openalex.org/subfields/1902"
       }
     },
     {
       "count": 2,
       "display_name": "Impact of Road Salt on Freshwater Salinization",
       "domain": {
         "display_name": "Physical Sciences",
         "id": "https://openalex.org/domains/3"
       },
       "field": {
         "display_name": "Environmental Science",
         "id": "https://openalex.org/fields/23"
       },
       "id": "https://openalex.org/T12682",
       "subfield": {
         "display_name": "Pollution",
         "id": "https://openalex.org/subfields/2310"
       }
     },
     {
       "count": 2,
       "display_name": "Adaptation to Concept Drift in Data Streams",
       "domain": {
         "display_name": "Physical Sciences",
         "id": "https://openalex.org/domains/3"
       },
       "field": {
         "display_name": "Computer Science",
         "id": "https://openalex.org/fields/17"
       },
       "id": "https://openalex.org/T12761",
       "subfield": {
         "display_name": "Artificial Intelligence",
         "id": "https://openalex.org/subfields/1702"
       }
     },
     {
       "count": 2,
       "display_name": "Real-time Water Quality Monitoring and Aquaculture Management",
       "domain": {
         "display_name": "Physical Sciences",
         "id": "https://openalex.org/domains/3"
       },
       "field": {
         "display_name": "Environmental Science",
         "id": "https://openalex.org/fields/23"
       },
       "id": "https://openalex.org/T12697",
       "subfield": {
         "display_name": "Water Science and Technology",
         "id": "https://openalex.org/subfields/2312"
       }
     },
     {
       "count": 1,
       "display_name": "Ecological Impact of Invasive Species on Islands",
       "domain": {
         "display_name": "Physical Sciences",
         "id": "https://openalex.org/domains/3"
       },
       "field": {
         "display_name": "Environmental Science",
         "id": "https://openalex.org/fields/23"
       },
       "id": "https://openalex.org/T11913",
       "subfield": {
         "display_name": "Ecology",
         "id": "https://openalex.org/subfields/2303"
       }
     },
     {
       "count": 1,
       "display_name": "Community Resilience to Natural Disasters",
       "domain": {
         "display_name": "Social Sciences",
         "id": "https://openalex.org/domains/2"
       },
       "field": {
         "display_name": "Social Sciences",
         "id": "https://openalex.org/fields/33"
       },
       "id": "https://openalex.org/T10747",
       "subfield": {
         "display_name": "Sociology and Political Science",
         "id": "https://openalex.org/subfields/3312"
       }
     },
     {
       "count": 1,
       "display_name": "Sedimentary Processes in Earth's Geology",
       "domain": {
         "display_name": "Physical Sciences",
         "id": "https://openalex.org/domains/3"
       },
       "field": {
         "display_name": "Earth and Planetary Sciences",
         "id": "https://openalex.org/fields/19"
       },
       "id": "https://openalex.org/T10965",
       "subfield": {
         "display_name": "Earth-Surface Processes",
         "id": "https://openalex.org/subfields/1904"
       }
     },
     {
       "count": 1,
       "display_name": "Ecological Impact of Beaver Activities on Ecosystems",
       "domain": {
         "display_name": "Physical Sciences",
         "id": "https://openalex.org/domains/3"
       },
       "field": {
         "display_name": "Environmental Science",
         "id": "https://openalex.org/fields/23"
       },
       "id": "https://openalex.org/T14039",
       "subfield": {
         "display_name": "Ecology",
         "id": "https://openalex.org/subfields/2303"
       }
     },
     {
       "count": 1,
       "display_name": "Integrated Management of Water, Energy, and Food Resources",
       "domain": {
         "display_name": "Physical Sciences",
         "id": "https://openalex.org/domains/3"
       },
       "field": {
         "display_name": "Environmental Science",
         "id": "https://openalex.org/fields/23"
       },
       "id": "https://openalex.org/T12724",
       "subfield": {
         "display_name": "Water Science and Technology",
         "id": "https://openalex.org/subfields/2312"
       }
     },
     {
       "count": 1,
       "display_name": "Urban Metabolism and Sustainability Assessment",
       "domain": {
         "display_name": "Physical Sciences",
         "id": "https://openalex.org/domains/3"
       },
       "field": {
         "display_name": "Environmental Science",
         "id": "https://openalex.org/fields/23"
       },
       "id": "https://openalex.org/T12643",
       "subfield": {
         "display_name": "Environmental Engineering",
         "id": "https://openalex.org/subfields/2305"
       }
     },
     {
       "count": 1,
       "display_name": "Modeling Pedestrian Dynamics and Evacuations",
       "domain": {
         "display_name": "Physical Sciences",
         "id": "https://openalex.org/domains/3"
       },
       "field": {
         "display_name": "Engineering",
         "id": "https://openalex.org/fields/22"
       },
       "id": "https://openalex.org/T11500",
       "subfield": {
         "display_name": "Ocean Engineering",
         "id": "https://openalex.org/subfields/2212"
       }
     },
     {
       "count": 1,
       "display_name": "Biogeochemical Cycling of Nutrients in Aquatic Ecosystems",
       "domain": {
         "display_name": "Physical Sciences",
         "id": "https://openalex.org/domains/3"
       },
       "field": {
         "display_name": "Environmental Science",
         "id": "https://openalex.org/fields/23"
       },
       "id": "https://openalex.org/T11311",
       "subfield": {
         "display_name": "Environmental Chemistry",
         "id": "https://openalex.org/subfields/2304"
       }
     },
     {
       "count": 1,
       "display_name": "Global Drought Monitoring and Assessment",
       "domain": {
         "display_name": "Physical Sciences",
         "id": "https://openalex.org/domains/3"
       },
       "field": {
         "display_name": "Environmental Science",
         "id": "https://openalex.org/fields/23"
       },
       "id": "https://openalex.org/T11186",
       "subfield": {
         "display_name": "Global and Planetary Change",
         "id": "https://openalex.org/subfields/2306"
       }
     }
   ],
   "updated_date": "2024-05-22T13:59:28.634869"
 }

}