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Abstract

Exploring the drivers of changes in ecosystem services is crucial to maintain ecosystem functionality, especially in the diverse Central Citarum watershed. This study utilises the integrated valuation of ecosystem service and trade-offs (InVEST) model and multiscale geographically weighted regression (MGWR) model to examine ecosystem services patterns from 2006 to 2018. The InVEST is a hydrological model to calculate water availability and evaluate benefits provided by nature through simulating alterations in the amount of water yields driven by land use/cover changes. Economic, topographic, climate, and vegetation factors are considered, with an emphasis on their essential components. The presence of a geographical link between dependent and explanatory variables was investigated using a multiscale geographic weighted regression model. The MGWR model is employed to analyse spatial impacts. The integration of both models simplified the process and enhanced its understanding. The findings reveal the following patterns: 1) decreasing land cover and increasing ecosystem services demand in the watershed, along with a decline in water yield, e.g. certain sub-districts encounter water scarcity, while others have abundant water resources; 2) the impact of natural factors on water yield shifts along vegetation > climate > topography (2006) changes to climate > vegetation > topography (2018).
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Authors and Affiliations

Jaka Suryanta
1
ORCID: ORCID
Irmadi Nahib
1
ORCID: ORCID
Fadhlullah Ramadhani
2
ORCID: ORCID
Farid Rifaie
2
ORCID: ORCID
Nawa Suwedi
1
ORCID: ORCID
Vicca Karolinoerita
2
ORCID: ORCID
Destika Cahyana
3
ORCID: ORCID
Fahmi Amhar
2
ORCID: ORCID
Suprajaka Suprajaka
4
ORCID: ORCID

  1. Research Center for Limnology and Water Resources, National Research and Innovation Agency of Indonesia (BRIN), Jalan Raya Jakarta Bogor Km. 47 Cibinong, Bogor, West Java 16911, Indonesia
  2. Research Center for Geoinformatics, National Research and Innovation Agency of Indonesia (BRIN), Jalan Raya Jakarta-Bogor Km. 46, Cibinong, Bogor, West Java 16911, Indonesia
  3. Research Center for Food Crops, National Research and Innovation Agency of Indonesia (BRIN), Jalan Raya Jakarta Bogor Km. 47, Cibinong, Bogor, West Java 16911, Indonesia
  4. Center for Research, Promotion and Cooperation, Geospatial Information Agency, Jalan Raya Jakarta-Bogor Km. 46, Cibinong, Bogor, West Java 16911, Indonesia
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Abstract

Iranian society underwent various transformations influenced by Western culture as part of its process of modernisation. This was driven by the state’s, intellectuals’ and the emergent middle class’s efforts to push cultural change. However, despite a century of such modernisation, a populist backlash accelerated the rise of religious leaders and the Shiʿite tradition before, during and after the Islamic Revolution of 1979. For this important reason, the link between cultural change and modernisation need further examination in the Iranian context. This paper posits the preliminary hypothesis that modernisation as a means of cultural change did not transform Iranian culture in large measure due to the lack of nationwide education. A majority of Iranians remained devoted to the Shiʿite faith and traditions of Islam. This paper examines the importance of education in cultural change in the Qajar and Pahlavi eras, deploying aspects of Riane Eisler’s cultural transformation model to evaluate cultural change influenced by Western culture in Iran.
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Authors and Affiliations

Mahnaz Zahirinejad
1
ORCID: ORCID

  1. Institute of Mediterranean and Oriental Cultures, Polish Academy of Sciences, Poland

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