Ecology and Environmental Sciences ›› 2026, Vol. 35 ›› Issue (9): 1412-1422.DOI: 10.16258/j.cnki.1674-5906.2026.09.008
• Research Article [Ecology] • Previous Articles Next Articles
Hong Tuling1,2(
), Huang Peng1, Chen Meiqiu2,*(
), Zuo Tengyun1, Yang Xiongping1, Lai Zhaohao3, Yang Fan1
Received:2025-06-10
Revised:2026-07-15
Accepted:2026-08-19
Online:2026-09-18
Published:2026-09-16
洪土林1,2(
), 黄鹏1, 陈美球2,*(
), 左腾云1, 杨小平1, 赖昭豪3, 杨帆1
通讯作者:
陈美球, E-mail: 作者简介:洪土林(1982年生),男,博士,研究方向为国土空间生态修复、生态产品价值实现。E-mail: tulin1112@163.com
基金资助:CLC Number:
Hong Tuling, Huang Peng, Chen Meiqiu, Zuo Tengyun, Yang Xiongping, Lai Zhaohao, Yang Fan. Analysis of Value Accounting and Influencing Factors of Ecological Products in Typical Rare Earth Mineral Restoration Areas[J]. Ecology and Environmental Sciences, 2026, 35(9): 1412-1422.
洪土林, 黄鹏, 陈美球, 左腾云, 杨小平, 赖昭豪, 杨帆. 典型稀土矿修复区生态产品价值核算与影响因素研究[J]. 生态环境学报, 2026, 35(9): 1412-1422.
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URL: https://www.jeesci.com/EN/10.16258/j.cnki.1674-5906.2026.09.008
| 一级指标 | 二级指标 | 指标说明 |
|---|---|---|
| 物质供给产品 | 直接利用物质产品 | 淡水;稻米、蔬菜、水果、畜禽、水产、茶叶、中药材、油茶等农、林、牧、渔产品;制造业天然原材料;种子、苗木等遗传物质;园林树木、花卉等装饰产品 |
| 间接利用物质产品 | 水电、沼气、秸秆发电等可再生能源 | |
| 调节服务产品 | 水源涵养 | 植被水源涵养 |
| 土壤保持 | 土壤保持 | |
| 洪水调蓄 | 森林、灌丛、草地的洪水调蓄 | |
| 湖泊等洪水调蓄 | ||
| 水库的洪水调蓄 | ||
| 水体净化 | 主要水体净化COD、氨氮、总磷等污染物 | |
| 空气净化 | 净化二氧化硫、氮氧化物等空气污染物 | |
| 固碳释氧 | 陆地生态系统固碳与释氧 | |
| 气候调节 | 植被蒸腾和水面蒸发 | |
| 文化服务产品 | 景观游憩 | 自然景观(国家公园、自然保护区、自然公园等)、红色景区、古色景区的游憩 |
Table 1 Indicator system for ecological product value accounting
| 一级指标 | 二级指标 | 指标说明 |
|---|---|---|
| 物质供给产品 | 直接利用物质产品 | 淡水;稻米、蔬菜、水果、畜禽、水产、茶叶、中药材、油茶等农、林、牧、渔产品;制造业天然原材料;种子、苗木等遗传物质;园林树木、花卉等装饰产品 |
| 间接利用物质产品 | 水电、沼气、秸秆发电等可再生能源 | |
| 调节服务产品 | 水源涵养 | 植被水源涵养 |
| 土壤保持 | 土壤保持 | |
| 洪水调蓄 | 森林、灌丛、草地的洪水调蓄 | |
| 湖泊等洪水调蓄 | ||
| 水库的洪水调蓄 | ||
| 水体净化 | 主要水体净化COD、氨氮、总磷等污染物 | |
| 空气净化 | 净化二氧化硫、氮氧化物等空气污染物 | |
| 固碳释氧 | 陆地生态系统固碳与释氧 | |
| 气候调节 | 植被蒸腾和水面蒸发 | |
| 文化服务产品 | 景观游憩 | 自然景观(国家公园、自然保护区、自然公园等)、红色景区、古色景区的游憩 |
| 类别 | 科目 | 实物量指标 | 实物量核算方法 | 价值量指标 | 价值量核算方法 |
|---|---|---|---|---|---|
| 物质供给产品 | 农业产品 | 农业产品产量 | 统计调查法 | 农业产品产值 | 市场价值法 |
| 林业产品 | 林业产品产量 | 统计调查法 | 林业产品产值 | 市场价值法 | |
| 畜牧业产品 | 畜牧业产品产量 | 统计调查法 | 畜牧业产品产值 | 市场价值法 | |
| 渔业产品 | 渔业产品产量 | 统计调查法 | 渔业产品产值 | 市场价值法 | |
| 生态能源 | 水能、风能、光伏发电量 | 统计调查法 | 生态能源产值 | 市场价值法 | |
| 调节服务产品 | 水源涵养 | 水源涵养量 | 水量平衡方程 | 水源涵养价值 | 影子工程法 |
| 土壤保持 | 土壤保持量 | 修正水土流失方程 | 减少泥沙淤积与面源污染价值 | 替代成本法(清淤、 环境工程降解成本) | |
| 洪水调蓄 | 洪水调蓄量 | 水量平衡法;水库、湖泊调蓄模型 | 洪水调蓄价值 | 影子工程法 | |
| 空气净化 | 二氧化硫、氮氧化物、粉尘净化量 | 污染物净化模型 | 二氧化硫、氮氧化物、粉尘治理价值 | 替代成本法(污染物治理成本) | |
| 水体净化 | COD、总氮、总磷净化量 | 污染物净化模型 | COD、总氮、总磷治理价值 | 替代成本法(污染物治理成本) | |
| 固碳 | 二氧化碳固定量 | 固碳机理模型 | 固碳价值 | 市场价值法 | |
| 释氧 | 氧气释放量 | 净初级生产力法 | 释放氧气价值 | 市场价值法 | |
| 气候调节 | 植被、水面蒸腾或蒸发消耗能量 | 蒸散发模型 | 植被、水面调节温度价值 | 替代成本法(空调降温减湿成本) | |
| 文化服务产品 | 景观游憩 | 旅游总人次 | 统计调查法 | 景观游憩价值 | 市场价值法 |
Table 2 Ecological product value accounting model and method
| 类别 | 科目 | 实物量指标 | 实物量核算方法 | 价值量指标 | 价值量核算方法 |
|---|---|---|---|---|---|
| 物质供给产品 | 农业产品 | 农业产品产量 | 统计调查法 | 农业产品产值 | 市场价值法 |
| 林业产品 | 林业产品产量 | 统计调查法 | 林业产品产值 | 市场价值法 | |
| 畜牧业产品 | 畜牧业产品产量 | 统计调查法 | 畜牧业产品产值 | 市场价值法 | |
| 渔业产品 | 渔业产品产量 | 统计调查法 | 渔业产品产值 | 市场价值法 | |
| 生态能源 | 水能、风能、光伏发电量 | 统计调查法 | 生态能源产值 | 市场价值法 | |
| 调节服务产品 | 水源涵养 | 水源涵养量 | 水量平衡方程 | 水源涵养价值 | 影子工程法 |
| 土壤保持 | 土壤保持量 | 修正水土流失方程 | 减少泥沙淤积与面源污染价值 | 替代成本法(清淤、 环境工程降解成本) | |
| 洪水调蓄 | 洪水调蓄量 | 水量平衡法;水库、湖泊调蓄模型 | 洪水调蓄价值 | 影子工程法 | |
| 空气净化 | 二氧化硫、氮氧化物、粉尘净化量 | 污染物净化模型 | 二氧化硫、氮氧化物、粉尘治理价值 | 替代成本法(污染物治理成本) | |
| 水体净化 | COD、总氮、总磷净化量 | 污染物净化模型 | COD、总氮、总磷治理价值 | 替代成本法(污染物治理成本) | |
| 固碳 | 二氧化碳固定量 | 固碳机理模型 | 固碳价值 | 市场价值法 | |
| 释氧 | 氧气释放量 | 净初级生产力法 | 释放氧气价值 | 市场价值法 | |
| 气候调节 | 植被、水面蒸腾或蒸发消耗能量 | 蒸散发模型 | 植被、水面调节温度价值 | 替代成本法(空调降温减湿成本) | |
| 文化服务产品 | 景观游憩 | 旅游总人次 | 统计调查法 | 景观游憩价值 | 市场价值法 |
| 生态系统类型 | 土地利用类型 | 实际地类 |
|---|---|---|
| 森林生态系统 | 林地 | 有林地 |
| 竹林地 | ||
| 乔木林地 | ||
| 其他林地 | ||
| 园地生态系统 | 园地 | 果园 |
| 茶园 | ||
| 其他园地 | ||
| 农田生态系统 | 耕地 | 水田 |
| 水浇地 | ||
| 旱地 | ||
| 水域生态系统 | 水域 | 水库水面 |
| 河流水面 | ||
| 坑塘水面 | ||
| 城乡生态系统 | 硬化地表 | 建设用地 |
| 草地生态系统 | 草地 | - |
| 裸地生态系统 | 裸土地 | - |
Table 3 Conversion system between land use types and ecosystem types
| 生态系统类型 | 土地利用类型 | 实际地类 |
|---|---|---|
| 森林生态系统 | 林地 | 有林地 |
| 竹林地 | ||
| 乔木林地 | ||
| 其他林地 | ||
| 园地生态系统 | 园地 | 果园 |
| 茶园 | ||
| 其他园地 | ||
| 农田生态系统 | 耕地 | 水田 |
| 水浇地 | ||
| 旱地 | ||
| 水域生态系统 | 水域 | 水库水面 |
| 河流水面 | ||
| 坑塘水面 | ||
| 城乡生态系统 | 硬化地表 | 建设用地 |
| 草地生态系统 | 草地 | - |
| 裸地生态系统 | 裸土地 | - |
| 一级指标 | 二级指标 | “修复+工业”片区 | 资源综合利用片区 | 生态复绿片区 | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 2010 | 2016 | 2010 | 2016 | 2022 | 2016 | 2022 | ||||
| 物质供给产品 | 直接利用物质产品 | 0.00 | 0.00 | 0.00 | 26.84 | 2.02×102 | 0.00 | 0.21 | ||
| 转化利用物质产品 | 0.00 | 0.00 | 0.00 | 0.00 | 2.33×103 | 0.00 | 0.00 | |||
| 调节服务产品 | 水源涵养/(m3·a−1) | 4.91×106 | 3.93×106 | 2.24×106 | 4.24×106 | 1.67×107 | 1.21×106 | 2.12×106 | ||
| 土壤保持/(104 t·a−1) | 63.99 | 70.01 | 24.26 | 38.64 | 1.62×102 | 12.170 | 17.85 | |||
| 洪水调蓄/(104 m3·a−1) | 7.31×102 | 5.79×102 | 4.03×102 | 6.32×102 | 1.970×103 | 2.67×102 | 3.62×102 | |||
| 水体净化/(t·a−1) | 5.58 | 5.56 | 1.70 | 1.71 | 5.19 | 0.18 | 0.32 | |||
| 空气净化/(t·a−1) | 4.89 | 4.14 | 2.42 | 5.09 | 16.74 | 2.19 | 2.37 | |||
| 固碳/(t·a−1) | 0.30 | 0.26 | 0.10 | 0.12 | 0.78 | 0.08 | 0.54 | |||
| 释氧/(t·a−1) | 1.42 | 1.23 | 0.48 | 0.56 | 3.64 | 0.38 | 2.54 | |||
| 气候调节/(108 kW·h·a−1) | 9.52×103 | 8.58×103 | 4.63×103 | 6.61×103 | 2.13×103 | 2.37×103 | 2.68×103 | |||
| 合计 | 1.08×104 | 9.63×103 | 5.28×103 | 7.74×103 | 2.76×104 | 2.77×103 | 3.28×103 | |||
| 文化服务产品 | 景观游憩/(万人次) | 0.00 | 0.00 | 0.00 | 0.00 | 4.15×102 | 0.00 | 0.00 | ||
| 总计 | 1.08×104 | 9.63×103 | 5.28×103 | 7.74×103 | 2.80×104 | 2.77×103 | 3.28×103 | |||
Table 4 The changes in the physical quantity and value of ecological products before and after restoration in different restoration areas
| 一级指标 | 二级指标 | “修复+工业”片区 | 资源综合利用片区 | 生态复绿片区 | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 2010 | 2016 | 2010 | 2016 | 2022 | 2016 | 2022 | ||||
| 物质供给产品 | 直接利用物质产品 | 0.00 | 0.00 | 0.00 | 26.84 | 2.02×102 | 0.00 | 0.21 | ||
| 转化利用物质产品 | 0.00 | 0.00 | 0.00 | 0.00 | 2.33×103 | 0.00 | 0.00 | |||
| 调节服务产品 | 水源涵养/(m3·a−1) | 4.91×106 | 3.93×106 | 2.24×106 | 4.24×106 | 1.67×107 | 1.21×106 | 2.12×106 | ||
| 土壤保持/(104 t·a−1) | 63.99 | 70.01 | 24.26 | 38.64 | 1.62×102 | 12.170 | 17.85 | |||
| 洪水调蓄/(104 m3·a−1) | 7.31×102 | 5.79×102 | 4.03×102 | 6.32×102 | 1.970×103 | 2.67×102 | 3.62×102 | |||
| 水体净化/(t·a−1) | 5.58 | 5.56 | 1.70 | 1.71 | 5.19 | 0.18 | 0.32 | |||
| 空气净化/(t·a−1) | 4.89 | 4.14 | 2.42 | 5.09 | 16.74 | 2.19 | 2.37 | |||
| 固碳/(t·a−1) | 0.30 | 0.26 | 0.10 | 0.12 | 0.78 | 0.08 | 0.54 | |||
| 释氧/(t·a−1) | 1.42 | 1.23 | 0.48 | 0.56 | 3.64 | 0.38 | 2.54 | |||
| 气候调节/(108 kW·h·a−1) | 9.52×103 | 8.58×103 | 4.63×103 | 6.61×103 | 2.13×103 | 2.37×103 | 2.68×103 | |||
| 合计 | 1.08×104 | 9.63×103 | 5.28×103 | 7.74×103 | 2.76×104 | 2.77×103 | 3.28×103 | |||
| 文化服务产品 | 景观游憩/(万人次) | 0.00 | 0.00 | 0.00 | 0.00 | 4.15×102 | 0.00 | 0.00 | ||
| 总计 | 1.08×104 | 9.63×103 | 5.28×103 | 7.74×103 | 2.80×104 | 2.77×103 | 3.28×103 | |||
| 因子 | VIF值 | Pearson相关系数 | 因子 | VIF值 | Pearson相关系数 |
|---|---|---|---|---|---|
| x1 | 1.783 | −0.147** | x6 | 3.017 | 0.194** |
| x2 | 1.127 | 0.157** | x7 | 4.400 | −0.118* |
| x3 | 2.687 | −0.171** | x8 | 2.158 | 0.234** |
| x4 | 1.314 | −0.142* | x9 | 1.490 | 0.384** |
| x5 | 1.377 | 0.152** | x10 | 3.412 | −0.119* |
Table 5 The test results of the correlation and collinearity of the influencing factors of ecological product value in the rare earth mine restoration area of Xunwu County
| 因子 | VIF值 | Pearson相关系数 | 因子 | VIF值 | Pearson相关系数 |
|---|---|---|---|---|---|
| x1 | 1.783 | −0.147** | x6 | 3.017 | 0.194** |
| x2 | 1.127 | 0.157** | x7 | 4.400 | −0.118* |
| x3 | 2.687 | −0.171** | x8 | 2.158 | 0.234** |
| x4 | 1.314 | −0.142* | x9 | 1.490 | 0.384** |
| x5 | 1.377 | 0.152** | x10 | 3.412 | −0.119* |
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