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accuracyassessmentsanduncertaintyanalysisofspatiallyexplicitmodelingforlandusecoverchangeandurbanizationacaseinbeijingmetropolitanarea
Zhang Jie1; Zhou Yinkang2; Li Renqiang3; Zhou Zhaojun4; Zhang Liquan1; Shi Qingdong5; Pan Xiaoling5
2010
Source Publicationsciencechinaearthsciences
ISSN1674-7313
Volume53Issue:2Pages:173
AbstractSpatially explicit modeling plays a vital role in land use/cover change and urbanization research as well as resources management; however, current models lack proper validation and fail to incorporate uncertainty into the formulation of model predictions. Consequently, policy makers and the general public may develop opinions based on potentially misleading research, which fails to allow for truly informed decisions. Here we use an uncertainty strategy of spatially explicit modeling combined with the series statistic of Kappa index for location and quantity to estimate the uncertainty of future predications and to determine model accuracy. We take the Beijing metropolitan area as an example to demonstrate the uncertainty in extrapolations of predictive land use change and urban sprawl with spatially explicit modeling at multiple resolutions. The sensitivity of scale effects is also discussed. The results show that an improvement in specification of location is more helpful in increasing accuracy as compared to an improvement in the specification of quantity at fine spatial resolutions. However, the spatial scale has great effects on modeling accuracy and correct due to chance tends to increase as resolution becomes coarser. The results allow us to understand the uncertainty when using spatially explicit models for land-use change or urbanization estimates
Language英语
Document Type期刊论文
Identifierhttp://ir.igsnrr.ac.cn/handle/311030/79876
Collection中国科学院地理科学与资源研究所
Affiliation1.华东师范大学
2.南京大学
3.中国科学院地理科学与资源研究所
4.Xinjiang Polytechnic College
5.新疆大学
Recommended Citation
GB/T 7714
Zhang Jie,Zhou Yinkang,Li Renqiang,et al. accuracyassessmentsanduncertaintyanalysisofspatiallyexplicitmodelingforlandusecoverchangeandurbanizationacaseinbeijingmetropolitanarea[J]. sciencechinaearthsciences,2010,53(2):173.
APA Zhang Jie.,Zhou Yinkang.,Li Renqiang.,Zhou Zhaojun.,Zhang Liquan.,...&Pan Xiaoling.(2010).accuracyassessmentsanduncertaintyanalysisofspatiallyexplicitmodelingforlandusecoverchangeandurbanizationacaseinbeijingmetropolitanarea.sciencechinaearthsciences,53(2),173.
MLA Zhang Jie,et al."accuracyassessmentsanduncertaintyanalysisofspatiallyexplicitmodelingforlandusecoverchangeandurbanizationacaseinbeijingmetropolitanarea".sciencechinaearthsciences 53.2(2010):173.
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