Item talk:Q46525: Difference between revisions

From geokb
(Updated item talk page content)
No edit summary
Line 1: Line 1:
orcid:
ORCiD:
   meta:
   meta:
     status_code: 200
     status_code: 200
Line 942: Line 942:
           visibility: public
           visibility: public
         path: /0000-0002-0583-4237/other-names
         path: /0000-0002-0583-4237/other-names
usgs_staff_profile:
USGS Staff Profile:
   meta:
   '@context': https://schema.org
    url: https://www.usgs.gov/staff-profiles/scott-hamshaw
  '@type': Person
    timestamp: '2024-01-30T15:55:29.030923'
   affiliation: []
    status_code: 200
  description:
   profile:
  - '@type': TextObject
    name: Scott Hamshaw, Ph.D., P.E.
     abstract: Machine Learning Specialist with the Water Resources Mission Area
    name_qualifier: null
    additionalType: short description
     titles:
  - '@type': TextObject
    - Machine Learning Specialist
     abstract: Scott Hamshaw, Ph.D., P.E. is a Machine Learning Specialist in the Analysis
    organizations:
    - !!python/tuple
      - Water Resources Mission Area
      - https://www.usgs.gov/mission-areas/water-resources
    email: shamshaw@usgs.gov
    orcid: 0000-0002-0583-4237
     intro_statements:
    - Scott Hamshaw, Ph.D., P.E. is a Machine Learning Specialist in the Analysis
       & Prediction Branch of the USGS Water Resources Mission Area.
       & Prediction Branch of the USGS Water Resources Mission Area.
     expertise_terms:
     additionalType: staff profile page introductory statement
     - Machine Learning
  - '@type': TextObject
     - Surface Water
    abstract: "Scott Hamshaw received his Ph.D. in Civil & Environmental Engineering\
     - Hydrologic Modeling
      \ from the University of Vermont where he undertook mapping of watershed erosion\
     - Sediment Transport
      \ and data-driven modeling of sediment transport in the Lake Champlain Basin.\
     - Land Surveying
      \ After completing his Ph.D., he was a postdoctoral associate and research assistant\
     - Data Science
      \ professor at the University of Vermont applying machine learning to water\
     professional_experience:
      \ resource problems as well as teaching land surveying and mapping. Prior to\
     - Machine Learning Specialist, U.S. Geological Survey, Water Mission Area - 2021
      \ his Ph.D., Scott worked as a consulting engineer in Burlington, VT practicing\
      to present
      \ stormwater management, water system design, and site engineering. Scott joined\
     - Research Assistant Professor, Civil & Environmental Engineering, University
      \ 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."
     additionalType: personal statement
  email: shamshaw@usgs.gov
  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
  hasOccupation:
  - '@type': OrganizationalRole
     affiliatedOrganization:
      '@type': Organization
      name: Water Resources Mission Area
      url: https://www.usgs.gov/mission-areas/water-resources
    roleName: Machine Learning Specialist
     startDate: '2024-05-12T16:04:24.352805'
  - '@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
       of Vermont - 2019 to 2021
     - Post-Doctoral Associate, Vermont EPSCoR, University of Vermont - 2017 to 2019
  - '@type': Occupation
     - Research Assistant, Civil & Environmental Engineering, University of Vermont
     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
       - 2011 to 2017
     - Staff Engineer, Engineered Solutions, Inc., Burlington, VT - 2007 to 2010
  - '@type': Occupation
     education:
     additionalType: self-claimed professional experience
     - Ph.D. Civil & Environmental Engineering, University of Vermont, 2018
    name: Staff Engineer, Engineered Solutions, Inc., Burlington, VT - 2007 to 2010
     - P.E., State of Vermont, License No. 100919, 2015
  identifier:
     - M.S. Civil & Environmental Engineering, University of Vermont, 2014
  - '@type': PropertyValue
     - B.A. Engineering, St. Michael's College, 2006
     propertyID: GeoKB
     - B.S. Civil Engineering, University of Vermont, 2006
     value: https://geokb.wikibase.cloud/entity/Q46525
     affiliations: []
  - '@type': PropertyValue
     honors: []
    propertyID: ORCID
     abstracts: []
    value: 0000-0002-0583-4237
     personal_statement: "Scott Hamshaw received his Ph.D. in Civil & Environmental\
  jobTitle: Machine Learning Specialist
      \ Engineering from the University of Vermont where he undertook mapping of watershed\
  knowsAbout:
       \ erosion and data-driven modeling of sediment transport in the Lake Champlain\
  - '@type': Thing
       \ Basin. After completing his Ph.D., he was a postdoctoral associate and research\
    additionalType: self-claimed expertise
      \ assistant professor at the University of Vermont applying machine learning\
    name: Machine Learning
      \ to water resource problems as well as teaching land surveying and mapping.\
  - '@type': Thing
      \ Prior to his Ph.D., Scott worked as a consulting engineer in Burlington, VT\
    additionalType: self-claimed expertise
      \ practicing stormwater management, water system design, and site engineering.\
    name: Surface Water
      \ Scott joined the Analysis & Prediction Branch of the Water Resources Mission\
  - '@type': Thing
      \ Area in 2021 and is based in Bristol, VT.Scott\u2019s interests are in the\
     additionalType: self-claimed expertise
      \ broad area of applied machine learning and water resource engineering with\
    name: Hydrologic Modeling
      \ emphasis on using data-driven approaches to understand dynamics in streamflow\
  - '@type': Thing
      \ and river water quality. Scott is active in national-scale research on applying\
     additionalType: self-claimed expertise
      \ deep learning methods to the prediction of water quantity and quality in rivers\
     name: Sediment Transport
      \ across the U.S."
  - '@type': Thing
     additionalType: self-claimed expertise
     name: Land Surveying
  - '@type': Thing
     additionalType: self-claimed expertise
     name: Data Science
  memberOf:
     '@type': OrganizationalRole
    member:
       '@type': Organization
       name: U.S. Geological Survey
    name: staff member
    startDate: '2024-05-12T16:04:24.350159'
  name: Scott Hamshaw, Ph.D., P.E.
  url: https://www.usgs.gov/staff-profiles/scott-hamshaw

Revision as of 18:23, 12 May 2024

ORCiD: 

 meta:
   status_code: 200
   timestamp: '2023-10-20T09:25:28.093605'
   url: https://pub.orcid.org/v3.0/0000-0002-0583-4237/record
 orcid:
   activities:
     educations:
       affiliation-group:
       - external-ids:
           external-id: []
         last-modified-date:
           value: 1532008562712
         summaries:
         - education-summary:
             created-date:
               value: 1501257055716
             department-name: Deptarment of Civil & Environmental Engineering
             display-index: '0'
             end-date:
               day:
                 value: '01'
               month:
                 value: 09
               year:
                 value: '2017'
             external-ids: null
             last-modified-date:
               value: 1532008562712
             organization:
               address:
                 city: Burlington
                 country: US
                 region: VT
               disambiguated-organization:
                 disambiguated-organization-identifier: '2092'
                 disambiguation-source: RINGGOLD
               name: University of Vermont
             path: /0000-0002-0583-4237/education/4360463
             put-code: 4360463
             role-title: Ph.D. Civil & Environmental Engineering
             source:
               assertion-origin-client-id: null
               assertion-origin-name: null
               assertion-origin-orcid: null
               source-client-id: null
               source-name:
                 value: Scott D. Hamshaw
               source-orcid:
                 host: orcid.org
                 path: 0000-0002-0583-4237
                 uri: https://orcid.org/0000-0002-0583-4237
             start-date:
               day:
                 value: '01'
               month:
                 value: '01'
               year:
                 value: '2014'
             url: null
             visibility: public
       - external-ids:
           external-id: []
         last-modified-date:
           value: 1501257015018
         summaries:
         - education-summary:
             created-date:
               value: 1501257015018
             department-name: School of Engineering
             display-index: '0'
             end-date:
               day:
                 value: '01'
               month:
                 value: '01'
               year:
                 value: '2014'
             external-ids: null
             last-modified-date:
               value: 1501257015018
             organization:
               address:
                 city: Burlington
                 country: US
                 region: VT
               disambiguated-organization:
                 disambiguated-organization-identifier: '2092'
                 disambiguation-source: RINGGOLD
               name: University of Vermont
             path: /0000-0002-0583-4237/education/4360459
             put-code: 4360459
             role-title: M.S. Civil & Environmental Engineering
             source:
               assertion-origin-client-id: null
               assertion-origin-name: null
               assertion-origin-orcid: null
               source-client-id: null
               source-name:
                 value: Scott D. Hamshaw
               source-orcid:
                 host: orcid.org
                 path: 0000-0002-0583-4237
                 uri: https://orcid.org/0000-0002-0583-4237
             start-date:
               day:
                 value: '29'
               month:
                 value: 08
               year:
                 value: '2011'
             url: null
             visibility: public
       last-modified-date:
         value: 1532008562712
       path: /0000-0002-0583-4237/educations
     employments:
       affiliation-group:
       - external-ids:
           external-id: []
         last-modified-date:
           value: 1636998526172
         summaries:
         - employment-summary:
             created-date:
               value: 1636998526172
             department-name: Analysis & Prediction Branch
             display-index: '1'
             end-date: null
             external-ids: null
             last-modified-date:
               value: 1636998526172
             organization:
               address:
                 city: Bristol
                 country: US
                 region: VT
               disambiguated-organization: null
               name: U.S. Geological Survey
             path: /0000-0002-0583-4237/employment/16382268
             put-code: 16382268
             role-title: Machine Learning Specialist
             source:
               assertion-origin-client-id: null
               assertion-origin-name: null
               assertion-origin-orcid: null
               source-client-id: null
               source-name:
                 value: Scott D. Hamshaw
               source-orcid:
                 host: orcid.org
                 path: 0000-0002-0583-4237
                 uri: https://orcid.org/0000-0002-0583-4237
             start-date:
               day:
                 value: '16'
               month:
                 value: 08
               year:
                 value: '2021'
             url: null
             visibility: public
       - external-ids:
           external-id: []
         last-modified-date:
           value: 1636998466509
         summaries:
         - employment-summary:
             created-date:
               value: 1636998466509
             department-name: Civil & Environmental Engineering
             display-index: '1'
             end-date:
               day:
                 value: '15'
               month:
                 value: 08
               year:
                 value: '2021'
             external-ids: null
             last-modified-date:
               value: 1636998466509
             organization:
               address:
                 city: Burlington
                 country: US
                 region: VT
               disambiguated-organization: null
               name: University of Vermont
             path: /0000-0002-0583-4237/employment/16382258
             put-code: 16382258
             role-title: Research Assistant Professor
             source:
               assertion-origin-client-id: null
               assertion-origin-name: null
               assertion-origin-orcid: null
               source-client-id: null
               source-name:
                 value: Scott D. Hamshaw
               source-orcid:
                 host: orcid.org
                 path: 0000-0002-0583-4237
                 uri: https://orcid.org/0000-0002-0583-4237
             start-date:
               day:
                 value: '01'
               month:
                 value: 09
               year:
                 value: '2019'
             url: null
             visibility: public
       last-modified-date:
         value: 1636998526172
       path: /0000-0002-0583-4237/employments
     peer-reviews:
       group:
       - external-ids:
           external-id:
           - external-id-normalized: null
             external-id-normalized-error: null
             external-id-relationship: null
             external-id-type: peer-review
             external-id-url: null
             external-id-value: issn:1944-7973
         last-modified-date:
           value: 1572791760428
         peer-review-group:
         - external-ids:
             external-id:
             - external-id-normalized:
                 transient: true
                 value: eznw8pzn66f0f5y57ga
               external-id-normalized-error: null
               external-id-relationship: self
               external-id-type: source-work-id
               external-id-url:
                 value: 
               external-id-value: eZNw8pzn66F0F5y57GA
           last-modified-date:
             value: 1572791760428
           peer-review-summary:
           - completion-date:
               day: null
               month: null
               year:
                 value: '2019'
             convening-organization:
               address:
                 city: Washington, DC
                 country: US
                 region: NE
               disambiguated-organization:
                 disambiguated-organization-identifier: grid.298900.a
                 disambiguation-source: GRID
               name: American Geophysical Union
             created-date:
               value: 1572791760428
             display-index: '0'
             external-ids:
               external-id:
               - external-id-normalized:
                   transient: true
                   value: eznw8pzn66f0f5y57ga
                 external-id-normalized-error: null
                 external-id-relationship: self
                 external-id-type: source-work-id
                 external-id-url:
                   value: 
                 external-id-value: eZNw8pzn66F0F5y57GA
             last-modified-date:
               value: 1572791760428
             path: /0000-0002-0583-4237/peer-review/1210544
             put-code: 1210544
             review-group-id: issn:1944-7973
             review-type: review
             review-url: null
             reviewer-role: reviewer
             source:
               assertion-origin-client-id: null
               assertion-origin-name: null
               assertion-origin-orcid: null
               source-client-id:
                 host: orcid.org
                 path: 0000-0002-4882-6747
                 uri: https://orcid.org/client/0000-0002-4882-6747
               source-name:
                 value: GEMS
               source-orcid: null
             visibility: public
       last-modified-date:
         value: 1572791760428
       path: /0000-0002-0583-4237/peer-reviews
     works:
       group:
       - external-ids:
           external-id:
           - external-id-normalized:
               transient: true
               value: 10.1016/j.jhydrol.2020.125802
             external-id-normalized-error: null
             external-id-relationship: self
             external-id-type: doi
             external-id-url:
               value: https://doi.org/10.1016/j.jhydrol.2020.125802
             external-id-value: 10.1016/j.jhydrol.2020.125802
         last-modified-date:
           value: 1636322187286
         work-summary:
         - created-date:
             value: 1636322187286
           display-index: '1'
           external-ids:
             external-id:
             - external-id-normalized:
                 transient: true
                 value: 10.1016/j.jhydrol.2020.125802
               external-id-normalized-error: null
               external-id-relationship: self
               external-id-type: doi
               external-id-url:
                 value: https://doi.org/10.1016/j.jhydrol.2020.125802
               external-id-value: 10.1016/j.jhydrol.2020.125802
             - external-id-normalized:
                 transient: true
                 value: 0022-1694
               external-id-normalized-error: null
               external-id-relationship: part-of
               external-id-type: issn
               external-id-url:
                 value: https://portal.issn.org/resource/ISSN/0022-1694
               external-id-value: 0022-1694
           journal-title:
             value: Journal of Hydrology
           last-modified-date:
             value: 1636322187286
           path: /0000-0002-0583-4237/work/102741843
           publication-date:
             day: null
             month:
               value: '02'
             year:
               value: '2021'
           put-code: 102741843
           source:
             assertion-origin-client-id: null
             assertion-origin-name: null
             assertion-origin-orcid: null
             source-client-id: null
             source-name:
               value: Scott D. Hamshaw
             source-orcid:
               host: orcid.org
               path: 0000-0002-0583-4237
               uri: https://orcid.org/0000-0002-0583-4237
           title:
             subtitle: null
             title:
               value: Multivariate event time series analysis using hydrological
                 and suspended sediment data
             translated-title: null
           type: journal-article
           url:
             value: http://dx.doi.org/10.1016/j.jhydrol.2020.125802
           visibility: public
       - external-ids:
           external-id:
           - external-id-normalized:
               transient: true
               value: 10.5194/tc-13-3367-2019
             external-id-normalized-error: null
             external-id-relationship: self
             external-id-type: doi
             external-id-url:
               value: https://doi.org/10.5194/tc-13-3367-2019
             external-id-value: 10.5194/tc-13-3367-2019
         last-modified-date:
           value: 1579965079945
         work-summary:
         - created-date:
             value: 1579965079945
           display-index: '1'
           external-ids:
             external-id:
             - external-id-normalized:
                 transient: true
                 value: 10.5194/tc-13-3367-2019
               external-id-normalized-error: null
               external-id-relationship: self
               external-id-type: doi
               external-id-url:
                 value: https://doi.org/10.5194/tc-13-3367-2019
               external-id-value: 10.5194/tc-13-3367-2019
             - external-id-normalized:
                 transient: true
                 value: 1994-0424
               external-id-normalized-error: null
               external-id-relationship: part-of
               external-id-type: issn
               external-id-url:
                 value: https://portal.issn.org/resource/ISSN/1994-0424
               external-id-value: 1994-0424
           journal-title:
             value: The Cryosphere
           last-modified-date:
             value: 1579965079945
           path: /0000-0002-0583-4237/work/67883451
           publication-date:
             day:
               value: '17'
             month:
               value: '12'
             year:
               value: '2019'
           put-code: 67883451
           source:
             assertion-origin-client-id: null
             assertion-origin-name: null
             assertion-origin-orcid: null
             source-client-id: null
             source-name:
               value: Scott D. Hamshaw
             source-orcid:
               host: orcid.org
               path: 0000-0002-0583-4237
               uri: https://orcid.org/0000-0002-0583-4237
           title:
             subtitle: null
             title:
               value: Optimization of over-summer snow storage at midlatitudes and
                 low elevation
             translated-title: null
           type: journal-article
           url:
             value: http://dx.doi.org/10.5194/tc-13-3367-2019
           visibility: public
       - external-ids:
           external-id:
           - external-id-normalized:
               transient: true
               value: 10.1080/19475705.2019.1571533
             external-id-normalized-error: null
             external-id-relationship: self
             external-id-type: doi
             external-id-url:
               value: https://doi.org/10.1080/19475705.2019.1571533
             external-id-value: 10.1080/19475705.2019.1571533
         last-modified-date:
           value: 1572791932177
         work-summary:
         - created-date:
             value: 1572791932177
           display-index: '1'
           external-ids:
             external-id:
             - external-id-normalized:
                 transient: true
                 value: 10.1080/19475705.2019.1571533
               external-id-normalized-error: null
               external-id-relationship: self
               external-id-type: doi
               external-id-url:
                 value: https://doi.org/10.1080/19475705.2019.1571533
               external-id-value: 10.1080/19475705.2019.1571533
             - external-id-normalized:
                 transient: true
                 value: 1947-5705
               external-id-normalized-error: null
               external-id-relationship: part-of
               external-id-type: issn
               external-id-url:
                 value: https://portal.issn.org/resource/ISSN/1947-5705
               external-id-value: 1947-5705
             - external-id-normalized:
                 transient: true
                 value: 1947-5713
               external-id-normalized-error: null
               external-id-relationship: part-of
               external-id-type: issn
               external-id-url:
                 value: https://portal.issn.org/resource/ISSN/1947-5713
               external-id-value: 1947-5713
           journal-title:
             value: Geomatics, Natural Hazards and Risk
           last-modified-date:
             value: 1572791932177
           path: /0000-0002-0583-4237/work/64036824
           publication-date:
             day: null
             month:
               value: '01'
             year:
               value: '2019'
           put-code: 64036824
           source:
             assertion-origin-client-id: null
             assertion-origin-name: null
             assertion-origin-orcid: null
             source-client-id: null
             source-name:
               value: Scott D. Hamshaw
             source-orcid:
               host: orcid.org
               path: 0000-0002-0583-4237
               uri: https://orcid.org/0000-0002-0583-4237
           title:
             subtitle: null
             title:
               value: Application of unmanned aircraft system (UAS) for monitoring
                 bank erosion along river corridors
             translated-title: null
           type: journal-article
           url:
             value: http://dx.doi.org/10.1080/19475705.2019.1571533
           visibility: public
       - external-ids:
           external-id:
           - external-id-normalized:
               transient: true
               value: 10.1029/2018jg004497
             external-id-normalized-error: null
             external-id-relationship: self
             external-id-type: doi
             external-id-url: null
             external-id-value: 10.1029/2018JG004497
         last-modified-date:
           value: 1549290027293
         work-summary:
         - created-date:
             value: 1547043627284
           display-index: '1'
           external-ids:
             external-id:
             - external-id-normalized:
                 transient: true
                 value: 10.1029/2018jg004497
               external-id-normalized-error: null
               external-id-relationship: self
               external-id-type: doi
               external-id-url: null
               external-id-value: 10.1029/2018JG004497
           journal-title:
             value: 'Journal of Geophysical Research: Biogeosciences'
           last-modified-date:
             value: 1549290027293
           path: /0000-0002-0583-4237/work/52423707
           publication-date:
             day: null
             month:
               value: '01'
             year:
               value: '2019'
           put-code: 52423707
           source:
             assertion-origin-client-id: null
             assertion-origin-name: null
             assertion-origin-orcid: null
             source-client-id: null
             source-name:
               value: Scott D. Hamshaw
             source-orcid:
               host: orcid.org
               path: 0000-0002-0583-4237
               uri: https://orcid.org/0000-0002-0583-4237
           title:
             subtitle: null
             title:
               value: Impact of an Extreme Storm Event on River Corridor Bank Erosion
                 and Phosphorus Mobilization in a Mountainous Watershed in the Northeastern
                 United States
             translated-title: null
           type: journal-article
           url:
             value: https://agupubs.onlinelibrary.wiley.com/doi/abs/10.1029/2018JG004497
           visibility: public
       - external-ids:
           external-id:
           - external-id-normalized:
               transient: true
               value: 10.1029/2017wr022238
             external-id-normalized-error: null
             external-id-relationship: self
             external-id-type: doi
             external-id-url: null
             external-id-value: 10.1029/2017WR022238
         last-modified-date:
           value: 1539009610215
         work-summary:
         - created-date:
             value: 1539009610215
           display-index: '1'
           external-ids:
             external-id:
             - external-id-normalized:
                 transient: true
                 value: 10.1029/2017wr022238
               external-id-normalized-error: null
               external-id-relationship: self
               external-id-type: doi
               external-id-url: null
               external-id-value: 10.1029/2017WR022238
           journal-title:
             value: Water Resources Research
           last-modified-date:
             value: 1539009610215
           path: /0000-0002-0583-4237/work/49090951
           publication-date:
             day: null
             month:
               value: '06'
             year:
               value: '2018'
           put-code: 49090951
           source:
             assertion-origin-client-id: null
             assertion-origin-name: null
             assertion-origin-orcid: null
             source-client-id: null
             source-name:
               value: Scott D. Hamshaw
             source-orcid:
               host: orcid.org
               path: 0000-0002-0583-4237
               uri: https://orcid.org/0000-0002-0583-4237
           title:
             subtitle: null
             title:
               value: A New Machine-Learning Approach for Classifying Hysteresis
                 in Suspended-Sediment Discharge Relationships Using High-Frequency
                 Monitoring Data
             translated-title: null
           type: journal-article
           url:
             value: http://doi.wiley.com/10.1029/2017WR022238
           visibility: public
       - external-ids:
           external-id:
           - external-id-normalized:
               transient: true
               value: 10.1002/rra.3183
             external-id-normalized-error: null
             external-id-relationship: self
             external-id-type: doi
             external-id-url: null
             external-id-value: 10.1002/rra.3183
         last-modified-date:
           value: 1509409737742
         work-summary:
         - created-date:
             value: 1509409737742
           display-index: '1'
           external-ids:
             external-id:
             - external-id-normalized:
                 transient: true
                 value: 10.1002/rra.3183
               external-id-normalized-error: null
               external-id-relationship: self
               external-id-type: doi
               external-id-url: null
               external-id-value: 10.1002/rra.3183
           journal-title:
             value: River Research and Applications
           last-modified-date:
             value: 1509409737742
           path: /0000-0002-0583-4237/work/38172282
           publication-date:
             day: null
             month:
               value: '07'
             year:
               value: '2017'
           put-code: 38172282
           source:
             assertion-origin-client-id: null
             assertion-origin-name: null
             assertion-origin-orcid: null
             source-client-id: null
             source-name:
               value: Scott D. Hamshaw
             source-orcid:
               host: orcid.org
               path: 0000-0002-0583-4237
               uri: https://orcid.org/0000-0002-0583-4237
           title:
             subtitle: null
             title:
               value: Quantifying streambank movement and topography using unmanned
                 aircraft system photogrammetry with comparison to terrestrial laser
                 scanning
             translated-title: null
           type: journal-article
           url:
             value: http://doi.wiley.com/10.1002/rra.3183
           visibility: public
       - external-ids:
           external-id:
           - external-id-normalized:
               transient: true
               value: 10.1061/(asce)nh.1527-6996.0000112
             external-id-normalized-error: null
             external-id-relationship: self
             external-id-type: doi
             external-id-url: null
             external-id-value: 10.1061/(asce)nh.1527-6996.0000112
         last-modified-date:
           value: 1653514653101
         work-summary:
         - created-date:
             value: 1501257183122
           display-index: '0'
           external-ids:
             external-id:
             - external-id-normalized:
                 transient: true
                 value: 10.1061/(asce)nh.1527-6996.0000112
               external-id-normalized-error: null
               external-id-relationship: self
               external-id-type: doi
               external-id-url: null
               external-id-value: 10.1061/(asce)nh.1527-6996.0000112
           journal-title:
             value: Natural Hazards Review
           last-modified-date:
             value: 1653514653101
           path: /0000-0002-0583-4237/work/35579839
           publication-date:
             day: null
             month:
               value: '02'
             year:
               value: '2014'
           put-code: 35579839
           source:
             assertion-origin-client-id: null
             assertion-origin-name:
               value: Scott D. Hamshaw
             assertion-origin-orcid:
               host: orcid.org
               path: 0000-0002-0583-4237
               uri: https://orcid.org/0000-0002-0583-4237
             source-client-id:
               host: orcid.org
               path: 0000-0002-3054-1567
               uri: https://orcid.org/client/0000-0002-3054-1567
             source-name:
               value: Crossref Metadata Search
             source-orcid: null
           title:
             subtitle: null
             title:
               value: Rapid Flood Exposure Assessment of Vermont Mobile Home Parks
                 Following Tropical Storm Irene
             translated-title: null
           type: journal-article
           url: null
           visibility: public
       last-modified-date:
         value: 1653514653101
       path: /0000-0002-0583-4237/works
   history:
     claimed: true
     completion-date: null
     creation-method: MEMBER_REFERRED
     deactivation-date: null
     last-modified-date:
       value: 1653514653104
     source: null
     submission-date:
       value: 1486425018728
     verified-email: true
     verified-primary-email: true
   person:
     addresses:
       address:
       - country:
           value: US
         created-date:
           value: 1499873863461
         display-index: 1
         last-modified-date:
           value: 1499873863462
         path: /0000-0002-0583-4237/address/743568
         put-code: 743568
         source:
           assertion-origin-client-id: null
           assertion-origin-name: null
           assertion-origin-orcid: null
           source-client-id: null
           source-name:
             value: Scott D. Hamshaw
           source-orcid:
             host: orcid.org
             path: 0000-0002-0583-4237
             uri: https://orcid.org/0000-0002-0583-4237
         visibility: public
       last-modified-date:
         value: 1499873863462
       path: /0000-0002-0583-4237/address
     keywords:
       keyword:
       - content: Fluvial Sediment
         created-date:
           value: 1501257345137
         display-index: 5
         last-modified-date:
           value: 1501257345137
         path: /0000-0002-0583-4237/keywords/753432
         put-code: 753432
         source:
           assertion-origin-client-id: null
           assertion-origin-name: null
           assertion-origin-orcid: null
           source-client-id: null
           source-name:
             value: Scott D. Hamshaw
           source-orcid:
             host: orcid.org
             path: 0000-0002-0583-4237
             uri: https://orcid.org/0000-0002-0583-4237
         visibility: public
       - content: Machine Learning
         created-date:
           value: 1501257345139
         display-index: 4
         last-modified-date:
           value: 1501257345139
         path: /0000-0002-0583-4237/keywords/753433
         put-code: 753433
         source:
           assertion-origin-client-id: null
           assertion-origin-name: null
           assertion-origin-orcid: null
           source-client-id: null
           source-name:
             value: Scott D. Hamshaw
           source-orcid:
             host: orcid.org
             path: 0000-0002-0583-4237
             uri: https://orcid.org/0000-0002-0583-4237
         visibility: public
       - content: Artificial Neural Networks
         created-date:
           value: 1501257345140
         display-index: 3
         last-modified-date:
           value: 1501257345140
         path: /0000-0002-0583-4237/keywords/753434
         put-code: 753434
         source:
           assertion-origin-client-id: null
           assertion-origin-name: null
           assertion-origin-orcid: null
           source-client-id: null
           source-name:
             value: Scott D. Hamshaw
           source-orcid:
             host: orcid.org
             path: 0000-0002-0583-4237
             uri: https://orcid.org/0000-0002-0583-4237
         visibility: public
       - content: Fluvial Geomorphology
         created-date:
           value: 1501257345141
         display-index: 2
         last-modified-date:
           value: 1501257345141
         path: /0000-0002-0583-4237/keywords/753435
         put-code: 753435
         source:
           assertion-origin-client-id: null
           assertion-origin-name: null
           assertion-origin-orcid: null
           source-client-id: null
           source-name:
             value: Scott D. Hamshaw
           source-orcid:
             host: orcid.org
             path: 0000-0002-0583-4237
             uri: https://orcid.org/0000-0002-0583-4237
         visibility: public
       - content: Unmanned Aircraft Systems
         created-date:
           value: 1501257345141
         display-index: 1
         last-modified-date:
           value: 1501257345141
         path: /0000-0002-0583-4237/keywords/753436
         put-code: 753436
         source:
           assertion-origin-client-id: null
           assertion-origin-name: null
           assertion-origin-orcid: null
           source-client-id: null
           source-name:
             value: Scott D. Hamshaw
           source-orcid:
             host: orcid.org
             path: 0000-0002-0583-4237
             uri: https://orcid.org/0000-0002-0583-4237
         visibility: public
       last-modified-date:
         value: 1501257345141
       path: /0000-0002-0583-4237/keywords
     name:
       created-date:
         value: 1486425018949
       credit-name:
         value: Scott D. Hamshaw
       family-name:
         value: Hamshaw
       given-names:
         value: Scott
       last-modified-date:
         value: 1486425512076
       path: 0000-0002-0583-4237
       source: null
       visibility: public
     other-names:
       last-modified-date:
         value: 1499873873409
       other-name:
       - content: Scott Hamshaw
         created-date:
           value: 1499873873409
         display-index: 1
         last-modified-date:
           value: 1499873873409
         path: /0000-0002-0583-4237/other-names/973184
         put-code: 973184
         source:
           assertion-origin-client-id: null
           assertion-origin-name: null
           assertion-origin-orcid: null
           source-client-id: null
           source-name:
             value: Scott D. Hamshaw
           source-orcid:
             host: orcid.org
             path: 0000-0002-0583-4237
             uri: https://orcid.org/0000-0002-0583-4237
         visibility: public
       path: /0000-0002-0583-4237/other-names

USGS Staff Profile: 

 '@context': https://schema.org
 '@type': Person
 affiliation: []
 description:
 - '@type': TextObject
   abstract: Machine Learning Specialist with the Water Resources Mission Area
   additionalType: short description
 - '@type': TextObject
   abstract: Scott Hamshaw, Ph.D., P.E. is a Machine Learning Specialist in the Analysis
     & Prediction Branch of the USGS Water Resources Mission Area.
   additionalType: staff profile page introductory statement
 - '@type': TextObject
   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."
   additionalType: personal statement
 email: shamshaw@usgs.gov
 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
 hasOccupation:
 - '@type': OrganizationalRole
   affiliatedOrganization:
     '@type': Organization
     name: Water Resources Mission Area
     url: https://www.usgs.gov/mission-areas/water-resources
   roleName: Machine Learning Specialist
   startDate: '2024-05-12T16:04:24.352805'
 - '@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
 identifier:
 - '@type': PropertyValue
   propertyID: GeoKB
   value: https://geokb.wikibase.cloud/entity/Q46525
 - '@type': PropertyValue
   propertyID: ORCID
   value: 0000-0002-0583-4237
 jobTitle: Machine Learning Specialist
 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
   member:
     '@type': Organization
     name: U.S. Geological Survey
   name: staff member
   startDate: '2024-05-12T16:04:24.350159'
 name: Scott Hamshaw, Ph.D., P.E.
 url: https://www.usgs.gov/staff-profiles/scott-hamshaw
Retrieved from "https://geokb.wikibase.cloud/w/index.php?title=Item_talk:Q46525&oldid=672618"