A Study on the Small Organic Cities in China Combining PCA and CNN

Table 5

The statistical results of Bishan city organic index calculation.

Year	2011	2012	2013	2014	2015	2016	2017	2018	2019	2020
Geology and geography	77.31	87.33	80.86	91.93	102.34	117.79	126.55	139.51	150.46	161.9
Natural ecology	151	160.3	157.2	153.4	162	161	158	163	167	168.9
Human intervention	189	176	166	163	145	139	135	129	128	125
Urban population	158	166	191	184	177	206	183	192	168	148
Urban land use	141.26	171.05	199.26	174.34	187.52	189.39	209.08	207.36	205.31	203.88
Population size	41.26	71.05	89.26	74.34	97.52	94.39	97.08	98.36	101.31	113.38
Population structure	85	76	84	92	91	92.8	94	94.6	96	97.3
Population density	62	61	63	65	67	68	73	77	79	84
Development intensity	8.9	7.63	6.66	6.33	4.53	3.91	3.35	2.99	2.38	2
Main functions	2.8	2.66	1.91	1.84	1.77	2.06	1.83	1.92	1.68	1.48
Economic growth	286.74	356.84	499.7	573.22	686.7	851.81	970.86	1220.4	1439.49	1651.23
Industrial structure	373.21	424.8	540.14	693.69	323.54	439.93	414.89	561.06	804.33	1010.63
Production process	220.95	261.5	313.6	350.23	365.21	425.49	466.09	526.52	601.61	675.01
Artificial environment	386.74	456.84	599.07	673.22	786.7	951.81	1070.86	1322.4	1539.94	1751.23
Natural environment	378.13	450.66	690.78	779.16	923.55	1126.21	1252.1	1493.1	1832.23	2026.81
Social environment	330.59	371.6	403.06	460.23	476.33	535.95	587.19	636.25	702.16	786.11

Source: the author.