Master ICT in Business and the Public Sector



The following thesis was written by a student in the 2022-2023 class of the Master ICT in Business and the Public Sector programme at Leiden University.


Thesis details

TitleLeveraging Machine Learning and Synthetic Controls to Study Resilience Using Satellite Images in the Context of the Wine Industry
StudentLiu, Anran
ProgrammeMaster ICT in Business and the Public Sector
Year2022-2023
SupervisorsZohrehvand, dr. A.H. (Miros)
Baratchi, dr. M. (Mitra)
Thesis Open Thesis PDF

Citation details

Liu, Anran, Leveraging Machine Learning and Synthetic Controls to Study Resilience Using Satellite Images in the Context of the Wine Industry, Thesis Master ICT in Business and the Public Sector, LIACS, Leiden University, 2023.