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Validation of CA-Markov for simulation of land use and cover change in the Langat Basin, Malaysia

عنوان مقاله: Validation of CA-Markov for simulation of land use and cover change in the Langat Basin, Malaysia
شناسه ملی مقاله: IALE02_028
منتشر شده در دومین کنفرانس بین المللی اکولوژی سیمای سرزمین در سال 1395
مشخصات نویسندگان مقاله:

Hadi Memarian - Department of Watershed Management, Faculty of Natural Resources and Environment, University of Birjand, Birjand, Iran
Siva K. Balasundram - Department of Agriculture Technology, Faculty of Agriculture, Universiti Putra Malaysia (UPM), 43400 Serdang, Selangor, Malaysia

خلاصه مقاله:
Validity of CA-Markov in land use and cover change simulation was investigated at the Langat Basin, Selangor, Malaysia. CA-Markov validation was performed using validation metrics, allocation disagreement, quantity disagreement, and figure of merit in a three-dimensional space. The figure of merit, quantity error, and allocation error for total landscape simulation using the 1990-1997 calibration data were 5.62%, 3.53%, and 6.13%, respectively. CA-Markov showed a poor performance for land use and cover change simulation due to uncertainties in the source data, the model, and future land use and cover change processes in the study area.

کلمات کلیدی:
land use and cover change, CA-Markov, calibration, validation

صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/547590/