Journal of Geographical Sciences ›› 2018, Vol. 28 ›› Issue (6): 802-818.doi: 10.1007/s11442-018-1506-9
• Research Articles • Previous Articles Next Articles
Yichun XIE1,2(), Yang ZHANG3, Hai LAN4, Lishen MAO1, Shi ZENG5, Yulu CHEN1
Received:
2017-08-23
Accepted:
2017-12-10
Online:
2018-06-20
Published:
2018-06-20
About author:
Author: Xie Yichun (1956-), PhD and Professor, specialized in urban modelling, ecological modelling and environmental modelling. E-mail:
Supported by:
Yichun XIE, Yang ZHANG, Hai LAN, Lishen MAO, Shi ZENG, Yulu CHEN. Investigating long-term trends of climate change and their spatial variations caused by regional and local environments through data mining[J].Journal of Geographical Sciences, 2018, 28(6): 802-818.
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Table 1
Seven similarity measures: Root Mean Square Errors (RMSE)"
Precipitation | RMSE | Temperature | RMSE |
---|---|---|---|
Chebyshev | 0.4249 | Chebyshev | 0.3008 |
City block | 0.3870 | City block | 0.2600 |
Correlation | 0.5956 | Correlation | 0.2896 |
Cosine | 0.3898 | Cosine | 0.2264 |
Euclidean distance (E.D.) | 0.4170 | Euclidean distance (E.D.) | 0.2654 |
Spearman | 0.5912 | Spearman | 0.2805 |
Standardized E.D. | 0.4413 | Standardized E.D. | 0.3042 |
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