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सीए-मार्कोव भू-उपयोग परिवर्तन मॉडल×स्थान-आवंटन मॉडल (Location-Allocation Models)×
क्षेत्रस्थानिक विश्लेषणस्थानिक विश्लेषण
परिवारProcess / pipelineProcess / pipeline
उद्भव वर्ष19971963
प्रवर्तकCellular automata (Clarke) + Markov chain (Muller & Middleton)Leon Cooper; S. L. Hakimi
प्रकारSpatio-temporal land-use change simulationSpatial facility-location optimization
मौलिक स्रोतClarke, K. C., Hoppen, S., & Gaydos, L. (1997). A self-modifying cellular automaton model of historical urbanization in the San Francisco Bay area. Environment and Planning B, 24(2), 247–261. DOI ↗Cooper, L. (1963). Location-allocation problems. Operations Research, 11(3), 331–343. DOI ↗
उपनामCA-Markov model, cellular automata Markov, land-use change simulation, CA-Markov arazi kullanımı modelifacility location, p-median problem, maximal covering location problem, yer-tahsis modelleri
संबंधित34
सारांशCA-Markov is a hybrid spatio-temporal model that projects land-use and land-cover change by combining a Markov chain — which predicts how much of each class will change — with cellular automata, which decide where that change happens. Widely used for urban-growth and land-cover forecasting, it answers both the quantity and the location of change, something neither component does well alone.Location-allocation models decide where to place a set of facilities and simultaneously assign demand points to them so as to optimize an objective such as total travel cost, worst-case distance, or population covered. Rooted in the operations-research work of Cooper (1963) and Hakimi (1964) and central to network GIS, they answer questions like where to site warehouses, hospitals, fire stations, or schools to best serve a spatially distributed population.
ScholarGateडेटासेट
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  1. v1
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