Crowdsourced data and machine learning to measure cultural ecosystem services

Original language	English
Qualification	Doctor of Philosophy
Awarding Institution	Wageningen University
Supervisors/Advisors	Hein, Lars, Promotor Tuia, D., Co-promotor Bogaart, P.W., Co-promotor
Award date	18 Jan 2023
Place of Publication	Wageningen
Publisher	Wageningen University
Print ISBNs	9789464475029
DOIs	https://doi.org/10.18174/581598
Publication status	Published - 18 Jan 2023

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• 10.18174/581598

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Projects

• 2 Finished

Projects per year

• MAIA: Mapping and Assessment for Integrated ecosystem Accounting (MAIA)

  1/11/18 → 31/10/22

  Project: EU research project

  • Environmental Economics 100%
  • Ecosystem Services 91%
  • Ecosystem Service 53%
  • Natural Capital 41%
  • Netherlands 27%

• Machine learning and big data to better understand the cultural value of ecosystems

  Havinga, I. (PhD candidate), Hein, L. (Promotor) & Tuia, D. (Co-promotor)

  15/10/18 → 18/01/23

  Project: PhD

  • Big Data 100%
  • Machine Learning 100%
  • Ecosystem Service 50%
  • Volunteered Geographic Information 50%
  • Biogeochemical Cycle 50%

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Havinga, I. (2023). Crowdsourced data and machine learning to measure cultural ecosystem services. [internal PhD, WU, Wageningen University]. Wageningen University. https://doi.org/10.18174/581598

Havinga, Ilan. / Crowdsourced data and machine learning to measure cultural ecosystem services. Wageningen : Wageningen University, 2023. 221 p.

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title = "Crowdsourced data and machine learning to measure cultural ecosystem services",

author = "Ilan Havinga",

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year = "2023",

month = jan,

day = "18",

doi = "10.18174/581598",

language = "English",

isbn = "9789464475029",

publisher = "Wageningen University",

address = "Netherlands",

type = "internal PhD, WU",

school = "Wageningen University",

}

Havinga, I 2023, 'Crowdsourced data and machine learning to measure cultural ecosystem services', Doctor of Philosophy, Wageningen University, Wageningen. https://doi.org/10.18174/581598

Crowdsourced data and machine learning to measure cultural ecosystem services. / Havinga, Ilan.
Wageningen: Wageningen University, 2023. 221 p.

Research output: Thesis › internal PhD, WU

TY - THES

T1 - Crowdsourced data and machine learning to measure cultural ecosystem services

AU - Havinga, Ilan

N1 - WU thesis 8333 Includes bibliographical references. - With summary in English

PY - 2023/1/18

Y1 - 2023/1/18

UR - https://edepot.wur.nl/581598

U2 - 10.18174/581598

DO - 10.18174/581598

M3 - internal PhD, WU

SN - 9789464475029

PB - Wageningen University

CY - Wageningen

ER -

Havinga I. Crowdsourced data and machine learning to measure cultural ecosystem services. Wageningen: Wageningen University, 2023. 221 p. doi: 10.18174/581598