生态环境学报 ›› 2020, Vol. 29 ›› Issue (1): 59-70.DOI: 10.16258/j.cnki.1674-5906.2020.01.007
雷金睿(), 陈宗铸*(
), 陈毅青, 陈小花, 李苑菱, 吴庭天
收稿日期:
2019-10-08
出版日期:
2020-01-18
发布日期:
2020-03-09
通讯作者:
* 陈宗铸(1977年生),男,副研究员,博士,研究方向为林业3S技术。E-mail: chenzongzhu@foxmail.com作者简介:
雷金睿(1988年生),男,助理研究员,硕士,研究方向为湿地植物与景观演变。E-mail: raykingre@163.com
基金资助:
LEI Jinrui(), CHEN Zongzhu*(
), CHEN Yiqing, CHEN Xiaohua, LI Yuanling, WU Tingtian
Received:
2019-10-08
Online:
2020-01-18
Published:
2020-03-09
摘要:
以1990、1995、2000、2005、2010年Landsat TM和2015、2018年Landsat OLI 7期遥感影像为主要数据源,综合运用景观动态分析、景观格局指数和数理统计等方法分析了近30年来海南岛湿地景观演变特征及其驱动因子。结果表明:(1)1990—2018年间,海南岛湿地景观总面积呈增长的趋势,且在2005年之前湿地综合动态变化较剧烈,2005年以后变缓。2018年湿地总面积达1337.57 km2,面积净增加393.21 km2,年变化率为14.04 km2∙a-1;(2)在研究期内,人工湿地持续增长,自然湿地则持续减少,其中水产养殖场和库塘的净增加面积最高,分别为268.53 km2和179.46 km2;澙湖减少最多,为86.65 km2;盐田和红树林的面积变化不大;(3)海南岛湿地景观总体呈现破碎度增大、连通度降低、斑块形状趋于复杂的变化特征,以库塘、水产养殖场等人工类湿地的变化较大,自然类湿地变化较小;(4)研究区人口总数、城镇人口、国内生产总值和渔业生产总值是影响湿地景观变化的关键因素,是导致研究区自然湿地减少、人工湿地增加和湿地景观多样性变化与破碎化的主要驱动因子。研究结果可为海南岛湿地资源今后的保护利用和规划提供重要的参考。
中图分类号:
雷金睿, 陈宗铸, 陈毅青, 陈小花, 李苑菱, 吴庭天. 1990—2018年海南岛湿地景观格局演变及其驱动力分析[J]. 生态环境学报, 2020, 29(1): 59-70.
LEI Jinrui, CHEN Zongzhu, CHEN Yiqing, CHEN Xiaohua, LI Yuanling, WU Tingtian. Landscape Pattern Changes and Driving Factors Analysis of Wetland in Hainan Island during 1990-2018[J]. Ecology and Environment, 2020, 29(1): 59-70.
一级湿地类型 First wetland type | 二级湿地类型 Second wetland type | 1990 | 1995 | 2000 | 2005 | 2010 | 2015 | 2018 | 1990—2018年变化率 Annual gradient/(km2∙a-1) |
---|---|---|---|---|---|---|---|---|---|
人工湿地 Artificial wetland | 423.87 | 540.46 | 631.83 | 655.81 | 730.90 | 869.43 | 873.26 | 16.05 | |
库塘 Library pond | 364.69 | 458.02 | 501.49 | 430.28 | 450.28 | 536.19 | 544.15 | 6.41 | |
水产养殖场 Aquiculture | 21.28 | 45.50 | 93.40 | 187.20 | 240.85 | 293.88 | 289.82 | 9.59 | |
盐田 Salt pans | 37.90 | 36.94 | 36.94 | 38.33 | 39.77 | 39.36 | 39.29 | 0.05 | |
自然湿地 Natural wetland | 520.49 | 502.93 | 484.84 | 463.94 | 460.70 | 453.64 | 464.31 | -2.01 | |
河流 River | 164.53 | 170.40 | 169.61 | 170.79 | 170.07 | 181.02 | 196.17 | 1.13 | |
潟湖 Lagoon | 318.13 | 292.68 | 277.38 | 256.36 | 251.33 | 234.94 | 231.48 | -3.09 | |
红树林 Mangrove | 37.83 | 39.86 | 37.86 | 36.79 | 39.31 | 37.68 | 36.66 | -0.04 | |
总面积 Total wetland area | 944.36 | 1043.40 | 1116.67 | 1119.75 | 1191.60 | 1323.08 | 1337.57 | 14.04 |
表1 1990—2018年海南岛湿地类型面积
Table 1 Area of different types of wetland in Hainan Island in 1990-2018 km2
一级湿地类型 First wetland type | 二级湿地类型 Second wetland type | 1990 | 1995 | 2000 | 2005 | 2010 | 2015 | 2018 | 1990—2018年变化率 Annual gradient/(km2∙a-1) |
---|---|---|---|---|---|---|---|---|---|
人工湿地 Artificial wetland | 423.87 | 540.46 | 631.83 | 655.81 | 730.90 | 869.43 | 873.26 | 16.05 | |
库塘 Library pond | 364.69 | 458.02 | 501.49 | 430.28 | 450.28 | 536.19 | 544.15 | 6.41 | |
水产养殖场 Aquiculture | 21.28 | 45.50 | 93.40 | 187.20 | 240.85 | 293.88 | 289.82 | 9.59 | |
盐田 Salt pans | 37.90 | 36.94 | 36.94 | 38.33 | 39.77 | 39.36 | 39.29 | 0.05 | |
自然湿地 Natural wetland | 520.49 | 502.93 | 484.84 | 463.94 | 460.70 | 453.64 | 464.31 | -2.01 | |
河流 River | 164.53 | 170.40 | 169.61 | 170.79 | 170.07 | 181.02 | 196.17 | 1.13 | |
潟湖 Lagoon | 318.13 | 292.68 | 277.38 | 256.36 | 251.33 | 234.94 | 231.48 | -3.09 | |
红树林 Mangrove | 37.83 | 39.86 | 37.86 | 36.79 | 39.31 | 37.68 | 36.66 | -0.04 | |
总面积 Total wetland area | 944.36 | 1043.40 | 1116.67 | 1119.75 | 1191.60 | 1323.08 | 1337.57 | 14.04 |
时期 Phases | 1990-1995 | 1995-2000 | 2000-2005 | 2005-2010 | 2010-2015 | 2015-2018 | 1990-2018 |
---|---|---|---|---|---|---|---|
湿地综合动态度 Wetland comprehensive dynamic index | 1.61% | 1.05% | 1.70% | 0.74% | 1.41% | 0.40% | 1.08% |
表2 1990—2018年海南岛湿地综合动态度
Table 2 Comprehensive dynamic attitude of wetland in Hainan Island in 1990-2018
时期 Phases | 1990-1995 | 1995-2000 | 2000-2005 | 2005-2010 | 2010-2015 | 2015-2018 | 1990-2018 |
---|---|---|---|---|---|---|---|
湿地综合动态度 Wetland comprehensive dynamic index | 1.61% | 1.05% | 1.70% | 0.74% | 1.41% | 0.40% | 1.08% |
1990 | 2018 | |||||||
---|---|---|---|---|---|---|---|---|
库塘 Library pond | 水产养殖场 Aquiculture | 盐田 Salt pans | 河流 River | 潟湖 Lagoon | 红树林 Mangrove | 非湿地 Non- wetland | 总计 Total | |
库塘 Library pond | 307.63 | 10.03 | 6.84 | 0.04 | 40.15 | 364.69 | ||
水产养殖场 Aquiculture | 15.78 | 0.04 | 0.41 | 1.17 | 0.06 | 3.83 | 21.28 | |
盐田 Salt pans | 0.37 | 36.21 | 0.01 | 0.13 | 0.01 | 1.16 | 37.90 | |
河流 River | 10.39 | 4.15 | 0.02 | 114.89 | 0.20 | 0.05 | 34.83 | 164.53 |
潟湖 Lagoon | 0.12 | 56.51 | 0.54 | 5.10 | 216.34 | 5.49 | 34.05 | 318.14 |
红树林 Mangrove | 0.06 | 5.69 | 0.03 | 0.13 | 1.58 | 27.83 | 2.53 | 37.85 |
非湿地 Non-wetland | 225.96 | 197.29 | 2.45 | 68.81 | 12.03 | 3.22 | 509.74 | |
总计 Total | 544.15 | 289.82 | 39.29 | 196.17 | 231.48 | 36.66 | 116.56 |
表3 1990—2018年湿地类型面积转移矩阵
Table 3 Transfer matrix of different wetland types in 1990-2018 km2
1990 | 2018 | |||||||
---|---|---|---|---|---|---|---|---|
库塘 Library pond | 水产养殖场 Aquiculture | 盐田 Salt pans | 河流 River | 潟湖 Lagoon | 红树林 Mangrove | 非湿地 Non- wetland | 总计 Total | |
库塘 Library pond | 307.63 | 10.03 | 6.84 | 0.04 | 40.15 | 364.69 | ||
水产养殖场 Aquiculture | 15.78 | 0.04 | 0.41 | 1.17 | 0.06 | 3.83 | 21.28 | |
盐田 Salt pans | 0.37 | 36.21 | 0.01 | 0.13 | 0.01 | 1.16 | 37.90 | |
河流 River | 10.39 | 4.15 | 0.02 | 114.89 | 0.20 | 0.05 | 34.83 | 164.53 |
潟湖 Lagoon | 0.12 | 56.51 | 0.54 | 5.10 | 216.34 | 5.49 | 34.05 | 318.14 |
红树林 Mangrove | 0.06 | 5.69 | 0.03 | 0.13 | 1.58 | 27.83 | 2.53 | 37.85 |
非湿地 Non-wetland | 225.96 | 197.29 | 2.45 | 68.81 | 12.03 | 3.22 | 509.74 | |
总计 Total | 544.15 | 289.82 | 39.29 | 196.17 | 231.48 | 36.66 | 116.56 |
时期 Phases | NP | LPI/% | ED/ (m∙hm-2) | LSI | PAFRAC | CONTAG | SHDI |
---|---|---|---|---|---|---|---|
1990 | 1379 | 10.04 | 3.08 | 76.29 | 1.51 | 60.64 | 1.38 |
1995 | 1373 | 6.17 | 2.92 | 76.84 | 1.52 | 60.32 | 1.39 |
2000 | 1943 | 7.42 | 3.20 | 80.83 | 1.49 | 59.31 | 1.43 |
2005 | 2047 | 6.09 | 4.09 | 83.36 | 1.48 | 56.52 | 1.52 |
2010 | 1729 | 8.96 | 3.78 | 78.32 | 1.46 | 56.47 | 1.52 |
2015 | 2134 | 8.55 | 3.78 | 86.07 | 1.44 | 57.52 | 1.49 |
2018 | 2052 | 8.45 | 4.28 | 87.56 | 1.45 | 57.40 | 1.48 |
表4 1990—2018年海南岛湿地景观水平上的景观格局指数变化
Table 4 Changes in landscape pattern indices of wetland in Hainan Island at the scale of landscape in 1990-2018
时期 Phases | NP | LPI/% | ED/ (m∙hm-2) | LSI | PAFRAC | CONTAG | SHDI |
---|---|---|---|---|---|---|---|
1990 | 1379 | 10.04 | 3.08 | 76.29 | 1.51 | 60.64 | 1.38 |
1995 | 1373 | 6.17 | 2.92 | 76.84 | 1.52 | 60.32 | 1.39 |
2000 | 1943 | 7.42 | 3.20 | 80.83 | 1.49 | 59.31 | 1.43 |
2005 | 2047 | 6.09 | 4.09 | 83.36 | 1.48 | 56.52 | 1.52 |
2010 | 1729 | 8.96 | 3.78 | 78.32 | 1.46 | 56.47 | 1.52 |
2015 | 2134 | 8.55 | 3.78 | 86.07 | 1.44 | 57.52 | 1.49 |
2018 | 2052 | 8.45 | 4.28 | 87.56 | 1.45 | 57.40 | 1.48 |
指标 Index | 年降水量 Annual rainfall/mm | 平均气温 Average temperature/℃ | 平均相对湿度 Average relative humidity/% |
---|---|---|---|
1990 | 1312.74 | 24.17 | 84.70 |
1995 | 1277.44 | 23.96 | 82.98 |
2000 | 1592.77 | 24.31 | 83.05 |
2005 | 1213.36 | 24.52 | 77.43 |
2010 | 1509.11 | 24.91 | 79.77 |
2015 | 1065.99 | 25.36 | 80.28 |
2018 | 1411.27 | 24.48 | 81.99 |
线性拟合公式 Linear fitting | y=-1.8599x+5068.9 | y=0.0338x-43.246 | y=-0.1324x+346.83 |
拟合优度 Fitting optimization level | R²=0.0115 | R²=0.5511 | R²=0.3124 |
表5 1990—2018年研究区域气候环境指标动态
Table 5 Dynamic of climate and environmental indicators in study area in 1990-2018
指标 Index | 年降水量 Annual rainfall/mm | 平均气温 Average temperature/℃ | 平均相对湿度 Average relative humidity/% |
---|---|---|---|
1990 | 1312.74 | 24.17 | 84.70 |
1995 | 1277.44 | 23.96 | 82.98 |
2000 | 1592.77 | 24.31 | 83.05 |
2005 | 1213.36 | 24.52 | 77.43 |
2010 | 1509.11 | 24.91 | 79.77 |
2015 | 1065.99 | 25.36 | 80.28 |
2018 | 1411.27 | 24.48 | 81.99 |
线性拟合公式 Linear fitting | y=-1.8599x+5068.9 | y=0.0338x-43.246 | y=-0.1324x+346.83 |
拟合优度 Fitting optimization level | R²=0.0115 | R²=0.5511 | R²=0.3124 |
类型 | 总人口 Total population | 城镇人口 Urban population | 农村人口 Rural population | 国内生产总值GDP | 渔业生产总值Gross fishery production | 20—20时累计降水量 20-20 hours cumulative precipitation | 平均气温Average temperature | 平均相对湿度Average relative humidity |
---|---|---|---|---|---|---|---|---|
人工湿地 Artificial wetland | 0.982** | 0.969** | -0.931** | 0.922** | 0.954** | -0.129 | 0.748 | -0.506 |
库塘 Library pond | 0.782* | 0.752 | -0.693 | 0.769* | 0.782* | 0.006 | 0.458 | -0.166 |
水产养殖场 Aquiculture | 0.977** | 0.976** | -0.952** | 0.898** | 0.938** | -0.188 | 0.819* | -0.633 |
盐田Salt pans | 0.758* | 0.776* | -0.788* | 0.763* | 0.766* | -0.179 | 0.793* | -0.519 |
自然湿地 Natural wetland | -0.955** | -0.946** | 0.897** | -0.714 | -0.791* | 0.132 | -0.806* | 0.799* |
河流 River | 0.751 | 0.739 | -0.733 | 0.927** | 0.910** | -0.107 | 0.321 | -0.128 |
潟湖 Lagoon | -0.992** | -0.978** | 0.934** | -0.860* | -0.913** | 0.134 | -0.737 | 0.664 |
红树林 Mangrove | -0.406 | -0.463 | 0.564 | -0.410 | -0.480 | 0.170 | -0.197 | 0.249 |
湿地总面积 Total wetland area | 0.968** | 0.955** | -0.919** | 0.941** | 0.965** | -0.126 | 0.724 | -0.445 |
表6 湿地类型面积与社会环境因子的相关性分析
Table 6 Regression analyses between the area of wetland types and social economy and climate factors
类型 | 总人口 Total population | 城镇人口 Urban population | 农村人口 Rural population | 国内生产总值GDP | 渔业生产总值Gross fishery production | 20—20时累计降水量 20-20 hours cumulative precipitation | 平均气温Average temperature | 平均相对湿度Average relative humidity |
---|---|---|---|---|---|---|---|---|
人工湿地 Artificial wetland | 0.982** | 0.969** | -0.931** | 0.922** | 0.954** | -0.129 | 0.748 | -0.506 |
库塘 Library pond | 0.782* | 0.752 | -0.693 | 0.769* | 0.782* | 0.006 | 0.458 | -0.166 |
水产养殖场 Aquiculture | 0.977** | 0.976** | -0.952** | 0.898** | 0.938** | -0.188 | 0.819* | -0.633 |
盐田Salt pans | 0.758* | 0.776* | -0.788* | 0.763* | 0.766* | -0.179 | 0.793* | -0.519 |
自然湿地 Natural wetland | -0.955** | -0.946** | 0.897** | -0.714 | -0.791* | 0.132 | -0.806* | 0.799* |
河流 River | 0.751 | 0.739 | -0.733 | 0.927** | 0.910** | -0.107 | 0.321 | -0.128 |
潟湖 Lagoon | -0.992** | -0.978** | 0.934** | -0.860* | -0.913** | 0.134 | -0.737 | 0.664 |
红树林 Mangrove | -0.406 | -0.463 | 0.564 | -0.410 | -0.480 | 0.170 | -0.197 | 0.249 |
湿地总面积 Total wetland area | 0.968** | 0.955** | -0.919** | 0.941** | 0.965** | -0.126 | 0.724 | -0.445 |
景观指数 Landscape index | 总人口 Total population | 城镇人口 Urban population | 农村人口 Rural population | 国内生产总值GDP | 渔业生产总值Gross fishery production | 年降水量 Annual rainfall | 平均气温 Average temperature | 平均相对湿度Average relative humidity |
---|---|---|---|---|---|---|---|---|
NP | 0.862* | 0.878** | -0.881** | 0.650 | 0.748 | -0.123 | 0.660 | -0.617 |
LPI | 0.022 | 0.084 | -0.193 | 0.266 | 0.184 | 0.126 | 0.302 | 0.395 |
ED | 0.857* | 0.872* | -0.888** | 0.754* | 0.815* | -0.131 | 0.566 | -0.708 |
LSI | 0.847* | 0.853* | -0.857* | 0.828* | 0.890** | -0.276 | 0.550 | -0.445 |
PAFRAC | -0.970** | -0.983** | 0.982** | -0.894** | -0.933** | 0.114 | -0.842* | 0.532 |
CONTAG | -0.850* | -0.853* | 0.828* | -0.581 | -0.662 | 0.070 | -0.704 | 0.890** |
SHDI | 0.838* | 0.841* | -0.813* | 0.557 | 0.639 | -0.063 | 0.709 | -0.897** |
表7 湿地景观格局与社会环境因子的相关性分析
Table 7 Regression analyses between wetland landscape pattern and social economy and climate factors
景观指数 Landscape index | 总人口 Total population | 城镇人口 Urban population | 农村人口 Rural population | 国内生产总值GDP | 渔业生产总值Gross fishery production | 年降水量 Annual rainfall | 平均气温 Average temperature | 平均相对湿度Average relative humidity |
---|---|---|---|---|---|---|---|---|
NP | 0.862* | 0.878** | -0.881** | 0.650 | 0.748 | -0.123 | 0.660 | -0.617 |
LPI | 0.022 | 0.084 | -0.193 | 0.266 | 0.184 | 0.126 | 0.302 | 0.395 |
ED | 0.857* | 0.872* | -0.888** | 0.754* | 0.815* | -0.131 | 0.566 | -0.708 |
LSI | 0.847* | 0.853* | -0.857* | 0.828* | 0.890** | -0.276 | 0.550 | -0.445 |
PAFRAC | -0.970** | -0.983** | 0.982** | -0.894** | -0.933** | 0.114 | -0.842* | 0.532 |
CONTAG | -0.850* | -0.853* | 0.828* | -0.581 | -0.662 | 0.070 | -0.704 | 0.890** |
SHDI | 0.838* | 0.841* | -0.813* | 0.557 | 0.639 | -0.063 | 0.709 | -0.897** |
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