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Spatial and temporal distribution of estimated surface runoff caused by land use/land cover changes in the upstream Citarum watershed, West Java, Indonesia

Fajar Yulianto, Muhammad Rokhis Khomarudin, Eddy Hermawan, Nunung Puji Nugroho, Galdita Aruba Chulafak, Gatot Nugroho, Udhi Catur Nugroho, Suwarsono Suwarsono, Hana Listi Fitriana, Eko Priyanto
2022 Journal of Degraded and Mining Lands Management  
The study area is located in the upstream Citarum watershed, West Java, Indonesia. The site has a long history of flooding and various complex environmental problems.  ...  This study analyses the spatial and temporal distribution of the estimated surface runoff caused by land use/land cover changes in the upstream Citarum watershed.  ...  Acknowledgements This paper is a part of the study activities entitled "Integration of Remote Sensing Data for Flood Impact Analysis, Environmental Management and Disaster Mitigation in the Citarum Watershed  ... 
doi:10.15243/jdmlm.2022.092.3293 doaj:0f7ff1d7a48a4595ad068433044d9c03 fatcat:6w67c7aphbhydfnmjtxgr2cpbq

Improving the accuracy and reliability of land use/land cover simulation by the integration of Markov cellular automata and landform-based models __ a case study in the upstream Citarum watershed, West Java, Indonesia

Fajar Yulianto, Remote Sensing Application Center, LAPAN, Suwarsono Suwarsono, Sayidah Sulma, Remote Sensing Application Center, LAPAN, Remote Sensing Application Center, LAPAN
2019 Journal of Degraded and Mining Lands Management  
Improving the accuracy and reliability of land use/land cover simulation by the integration of Markov cellular automata and landform-based models -a case study in the upstream Citarum watershed, West Java  ...  Based on the overall three-map comparison analysis, there was an increase in the figure of merit (FOM) values after the Markov-CA and landform-based models were integrated, although six of the 18 pairs  ...  Acknowledgements This paper is a part of the research activities entitled 'The utilization of remote sensing data for disaster mitigation in Indonesia'.  ... 
doi:10.15243/jdmlm.2019.062.1675 fatcat:ysvbpirmefgz5ikuciwf6ryurm

Flow Space and the Complexity of Urban Spatial Network State of the Art on Artificial Intelligence in Land-Use Simulation

M. Luz Castro, Penousal Machado, Iria Santos, Nereida Rodriguez-Fernandez, Alvaro Torrente-Patiño, Adrian Carballal, Haitao Ma
2022 Complexity  
This review presents a state of the art in artificial intelligence applied to urban planning and particularly to land-use predictions.  ...  Most of the articles analyzed used a combination of Markov chains and cellular automata to predict the growth of urban areas and metropolitan regions.  ...  ED431G/01 and ED431D 2017/16), the Spanish Ministry of Economy and Competitiveness via funding of the unique installation BIOCAI (UNLC08-1E-002 and UNLC13-13-3503), and the European Regional Development  ... 
doi:10.1155/2022/2291508 fatcat:6wckgolthvaj3ixdvxhljqfmbi

CHAPTER III SCIENCE AND ENGINEERING

Ali Mohamad, Fulazzaky, Jamaluddin Iddris, Abdul Hamid, M Pd, Gregory Vanderbilt, Natsuko Saeki, H Sayuti, Halus Satriawan, M Si
2015 Technology and Society   unpublished
My thank also goes to Khairul Miswar and Amri for their participation in field survey data collection.  ...  My appreciation also goes to the farmers of the Pante Lhong irrigation, Bireuen district irrigation office and Bireuen agriculture office for their cooperation in research work.  ...  Conclusions Based on the results of the data analysis and discussion, it can be concluded that: 1.  ... 
fatcat:myfn5xeobfhitfkkpiec3odjna