Study on land use change of Dajiu lake and its impact on ecological environment in the last 60 years
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摘要: 神农架大九湖地区是最典型、最特殊、最稀有的亚高山泥炭藓沼泽型湿地,近60年来,神农架大九湖地区特别是湖心区的生态环境经历了从大开发到大保护剧烈的变化过程。为充分了解大九湖生态环境在大开发、大保护前后的变化情况,以大九湖国家湿地公园湖心区为研究区,以1963年、2002年、2021年分别代表大九湖未开发期、大开发时期、保护期三个时间段,以高分辨率遥感影像为数据源,对比研究区三个时期的土地利用变迁及生态环境状况。结果表明近60年来,研究区内耕地面积变化最大,湿地、水域以及草地的退化状况在保护期得到有效改善,整体生态环境质量表现为先下降后上升,保护期生态环境质量已超过大开发时期,且优于未开发期,历时18年的大九湖生态环境保护取得良好成果。Abstract:
Dajiu lake of Shennongjia is a typical, unique and rare subalpine peat-swamp wetland in China. From 1985 to 2002, due to the building of farms, the area of Dajiu lake had been transformed from wetlands to farmlands, for example, transforming natural river channels, straightening curved river sections, building north-south main canals, draining water in wetlands, cultivating croplands in a large amount to expand the farmland area, and growing high-altitude vegetables. With China increasingly giving priority to ecological conservation, the government of Shennongjia Forestry District established the Nature Reserve of Dajiu Lake Wetland at a district level in December 2003, initiating the protection of ecological environment in Dajiu lake. During this period, the ecological environment in the area of Dajiu lake, especially the center of this area, underwent a dramatic transition from extensive development to large-scale conservation. In order to fully understand the change in the ecological environment of Dajiu lake before and after large-scale development and conservation, the center of Dajiu Lake National Wetland Park was selected as the study area. Keyhole satellite data, Landsat7 ETM data, and unmanned aerial vehicle images from 1963, 2002, and 2021, respectively representing the undeveloped period, development period, and protection period of Dajiu lake, were compared to analyze changes in land use and in ecological environment quality within the study area during the three time periods. Research results show that during the primitive agricultural period in the area of Dajiu lake, wetlands and grasslands covered the largest area of total land use, with less land used for construction, resulting in a relatively better ecological environment. However, during the period of large-scale agricultural development, a significant number of grasslands and wetlands were converted into arable lands. With a sharp increase of arable lands and human activities, the ecological environment suffered considerable damage. After implementing large-scale ecological environment protection in the area of Dajiu lake, initiatives such as returning cropland back to grasslands and wetlands contributed to a significant recovery of grasslands and wetlands, a notable increase in water body area, and a considerable improvement of ecological environment. The index of regional ecological environment quality was determined based on the land use transfer matrix data about the area of Dajiu lake from 1963 to 2002. The results indicate that the index of regional ecological environment quality in the study area decreased from 0.601 in 1963 to 0.473 in 2002, but rose to 0.651 in 2021. This shows that over the past 60 years, the overall ecological environment quality in the study area has exhibited a pattern of an increase after an initial decrease, with a sustained improvement in the overall ecological environment after 2002. The quality of ecological environment during the protection period surpassed that of the large-scale development period and was better than that in the undeveloped period, which demonstrated significant achievements in the 18-year protection of ecological environment in the area of Dajiu lake. This study analyzed in detail the driving forces behind the changes in the ecological environment quality of the study area, explored the specific reasons for and predicted the trends of changes in land use and ecological environment quality. Remote sensing interpretation of land use changes in the area of Dajiu lake was generally based on remote sensing data after 2000. In the remote sensing interpretation of this study, the time of historical data was advanced to 1963, which extended the time span of land use changes in Dajiu lake to over 60 years from more than 20 years, longer than that in previous studies. -
Key words:
- Dajiu lake /
- land use /
- transfer matrix /
- ecological environment
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表 1 不同土地利用类型生态环境指数赋值
Table 1. Assignment to ecological environment indices of different land use types
地物类型 生态环境质量指数 耕地 0.29 林地 0.85 草地 0.60 湿地 0.75 水域 0.55 建设用地 0.20 表 2 大九湖近60年来各土地利用类型面积及变化情况
Table 2. Area and changes of land use types in Dajiu lake in recent 60 years
面积/hm2 1963-2002年 2002-2021年 1963-2021年 1963年 2002年 2021年 面积/hm2 百分比/% 面积/hm2 百分比/% 面积/hm2 百分比/% 各土地利
用类型湿地 313.88 204.46 282.39 −109.42 −34.86 77.93 38.11 −31.49 −10.03 水域 31.67 26.65 95.55 −5.02 −15.85 68.90 258.52 63.88 201.69 建设用地 19.09 24.46 48.09 5.37 28.11 23.63 96.62 29.00 151.88 耕地 213.55 580.51 0 366.96 171.84 −580.51 −100.00 −213.55 −100.00 草地 315.76 45.33 451.35 −270.43 −85.64 406.02 895.70 135.59 42.94 林地 116.12 128.67 132.70 12.55 10.81 4.03 3.13 16.57 14.27 表 3 1963-2002年土地利用类型转移矩阵(单位:hm2)
Table 3. Transfer matrix of land use types from 1963 to 2002 (Unit: hm2)
湿地 水域 建设用地 耕地 草地 林地 2002年转入面积 2002年面积总计 湿地 177.53 6.64 1.2 3.48 9.79 5.83 26.93 204.46 水域 12.98 10.5 0.12 1.68 1.11 0.27 16.15 26.65 建设用地 0.46 0.03 2.27 5.92 11.93 3.86 22.19 24.46 耕地 65.43 7.46 13.9 188.78 238.83 66.1 391.73 580.51 草地 21.37 3.66 0.22 4.66 11.59 3.83 33.74 45.33 林地 36.12 3.4 1.37 9.04 42.51 36.23 92.44 128.67 1963年转出面积 136.36 21.19 16.81 24.78 304.17 79.89 1963年面积总计 313.88 31.67 19.09 213.55 315.76 116.12 1 010.08 表 4 2002-2021年土地利用类型转移矩阵(单位:hm2)
Table 4. Transfer matrix of land use types from 2002 to 2021(Unit: hm2)
湿地 水域 建设用地 耕地 草地 林地 2021年转入面积 2021年面积总计 湿地 116.92 8.96 0 132.06 10.35 14.09 165.47 282.39 水域 39.46 13.84 0 18.78 11.81 11.67 81.71 95.55 建设用地 0.22 0.07 23.46 22.52 0.14 1.68 24.63 48.09 耕地 0 0 0 0 0 0 −580.51 0 草地 19.14 0.65 0.96 407.15 4.86 18.59 406.02 451.35 林地 28.72 3.13 0.04 0 18.16 82.64 50.06 132.7 2002年转出面积 87.54 12.81 1.00 310.92 40.47 46.03 2002年面积总计 204.46 26.65 24.46 580.51 45.33 128.67 1 010.08 表 5 1963-2021年大九湖生态环境质量指数
Table 5. Indices of ecological and environment quality in Dajiu lake from 1963 to 2021
1963年 2002年 2021年 湿地 0.233 0.152 0.210 水域 0.017 0.015 0.052 建设用地 0.004 0.005 0.010 耕地 0.061 0.167 0.000 草地 0.188 0.027 0.268 林地 0.098 0.108 0.112 合计 0.601 0.473 0.651 指数变化 − −0.128 0.178 表 6 1963-2002年导致生态环境恶化和改善的土地利用变化类型及贡献率
Table 6. Types and contribution rates of land use changes that led to deterioration or improvement of ecological environment from 1963 to 2002
土地利用
转变类型变化面
积/hm2贡献率 占贡献率
比率/%土地利用
转变类型变化面
积/hm2贡献率 占贡献率
比率/%导致生态
环境恶化林地-耕地 66.1 − 0.006395 18.47 导致生态
环境改善建设用地-耕地 13.9 0.002242 37.74 草地-耕地 238.83 − 0.004943 14.28 水域-耕地 7.46 0.001104 18.58 湿地-林地 36.12 − 0.004462 12.89 水域-湿地 6.64 0.000885 14.89 湿地-草地 21.37 − 0.004361 12.60 耕地-林地 9.04 0.000420 7.08 湿地-耕地 65.43 − 0.004301 12.42 林地-湿地 5.83 0.000312 5.26 草地-林地 42.51 − 0.003337 9.64 耕地-湿地 3.48 0.000312 5.25 湿地-水域 12.98 − 0.002808 8.11 水域-林地 3.4 0.000306 5.16 草地-建设用地 11.93 − 0.002158 6.23 建设用地-湿地 1.2 0.000176 2.96 林地-建设用地 3.86 − 0.000355 1.03 建设用地-林地 1.37 0.000142 2.39 草地-湿地 9.79 − 0.000347 1.00 水域-草地 3.66 0.000035 0.59 耕地-建设用地 5.92 − 0.000331 0.96 建设用地-草地 0.22 0.000005 0.08 林地-草地 3.83 − 0.000268 0.78 建设用地-水域 0.12 0.000001 0.02 草地-水域 1.11 − 0.000190 0.55 耕地-草地 4.66 − 0.000159 0.46 湿地-建设用地 0.46 − 0.000104 0.30 耕地-水域 1.68 − 0.000078 0.22 林地-水域 0.27 − 0.000022 0.06 水域-建设用地 0.03 − 0.0000004 0.001 总计 526.88 − 0.034619 100 总计 56.32 0.005940 100 表 7 2002-2021年导致生态环境恶化和改善的土地利用变化类型及贡献率
Table 7. Types and contribution rates of land use changes that led to deterioration or improvement of ecological environment from 2002 to 2021
土地利用
类型变化变化面
积/hm2贡献率 占贡献率
比率/%土地利用
类型变化变化面
积/hm2贡献率 占贡献率
比率/%导致生态
环境恶化湿地-水域 39.46 − 0.0038983 33.80 导致生态
环境改善耕地-草地 407.15 0.0408890 69.06 耕地-建设用地 22.52 − 0.0035036 30.41 耕地-湿地 132.06 0.0056234 9.50 耕地-水域 18.78 − 0.0021315 18.50 林地-草地 18.59 0.0029416 4.97 湿地-林地 28.72 − 0.0011415 9.91 湿地-草地 19.14 0.0022036 3.72 林地-水域 11.67 − 0.0006499 5.64 草地-湿地 10.35 0.0018726 3.16 林地-建设用地 1.68 − 0.0001643 1.43 水域-湿地 8.96 0.0017313 2.92 湿地-建设用地 0.22 − 0.0000310 0.27 草地-林地 18.16 0.0015236 2.57 草地-建设用地 0.14 − 0.0000024 0.02 林地-湿地 14.09 0.0014145 2.39 水域-建设用地 0.07 − 0.0000003 0.003 水域-林地 3.13 0.0003011 0.51 草地-水域 11.81 0.0002935 0.50 建设用地-草地 0.96 0.0002502 0.42 水域-草地 0.65 0.0001632 0.28 建设用地-林地 0.04 0.0000042 0.01 总计 123.26 − 0.0115227 100 总计 645.09 0.0592116 100 -
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