Calibrating SLEUTH with big data: Projecting California's land use to 2100
نویسندگان
چکیده
منابع مشابه
The SLEUTH Land Use Change Model: A Review
Land use change is driven by interaction in space and time between humans and the environment that can be captured by computer simulation models (Veldkamp and Verburg, 2004). In the last few decades, land use change models have played an important role in understanding the causes, mechanisms and consequences of land use dynamics. SLEUTH is an open source cellular automata based land use change ...
متن کاملThe SLEUTH Land Use Change Model: A Review
Received: September 2012 Accepted: December 2012 Abstract SLEUTH is a cellular automata (CA) model that has been successfully applied worldwide over the last 15 years to simulate land use change. The objective of this paper is to review the current status of the SLEUTH land use change model. Clarke et al. (2007) and Clarke (2008a) provided detailed reviews of the model and its application from ...
متن کاملToward Optimal Calibration of the SLEUTH Land Use Change Model
SLEUTH is a computational simulation model that uses adaptive cellular automata to simulate the way cities grow and change their surrounding land uses. It has long been known that models are of most value when calibrated, and that using backcasting (testing against known prior data) is an effective calibration method. SLEUTH’s calibration uses the brute force method: every possible combination ...
متن کاملBig Data Quality: From Content to Context
Over the last 20 years, and particularly with the advent of Big Data and analytics, the research area around Data and Information Quality (DIQ) is still a fast growing research area. There are many views and streams in DIQ research, generally aiming at improving the effectiveness of decision making in organizations. Although there are a lot of researches aimed at clarifying the role of BIG data...
متن کاملThe Impact of Data Time Span on Forecast Accuracy through Calibrating the SLEUTH Urban Growth Model
Does the spacing of time intervals used for model input data have an impact on the model’s subsequent calibration and so projections of land use change and urban growth? This study evaluated the performance of the SLEUTH urban growth and land use change model through two independent model calibrations with different temporal extents (1972 to 2006 vs. 2000 to 2006) for the historical Italian cit...
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ژورنال
عنوان ژورنال: Computers, Environment and Urban Systems
سال: 2020
ISSN: 0198-9715
DOI: 10.1016/j.compenvurbsys.2020.101525