Ecology and Environmental Sciences ›› 2026, Vol. 35 ›› Issue (2): 178-189.DOI: 10.16258/j.cnki.1674-5906.2026.02.002
• Research Article [Ecology] • Previous Articles Next Articles
WANG Yue1,2(
), YU Fudong3, ZHANG Yue1, XIANG Hengxing2,*(
), YAN Hengqi4, MAO Dehua2
Received:2025-06-30
Revised:2025-11-21
Accepted:2025-12-10
Online:2026-02-18
Published:2026-02-09
Contact:
XIANG Hengxing
王悦1,2(
), 于福东3, 张月1, 相恒星2,*(
), 焉恒琦4, 毛德华2
通讯作者:
相恒星
作者简介:王悦(1994年生),女(回族),硕士研究生,研究方向为景观变化及遥感监测。E-mail: 15202159619@163.com
基金资助:CLC Number:
WANG Yue, YU Fudong, ZHANG Yue, XIANG Hengxing, YAN Hengqi, MAO Dehua. Multi-scenario Simulation of Landscape Pattern and Carbon Storage Changes in Northeast Black Soil Region Based on the PLUS-InVEST Model[J]. Ecology and Environmental Sciences, 2026, 35(2): 178-189.
王悦, 于福东, 张月, 相恒星, 焉恒琦, 毛德华. 基于PLUS-InVEST模型的东北黑土区景观格局与碳储量变化多情景模拟[J]. 生态环境学报, 2026, 35(2): 178-189.
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URL: https://www.jeesci.com/EN/10.16258/j.cnki.1674-5906.2026.02.002
| 数据 | 类型 | 分辨率/m | 数据来源 |
|---|---|---|---|
| 景观数据 | 栅格 | 30 | 国家地球系统科学数据中心 ( |
| 高程 | 栅格 | 500 | 地理空间数据云平台 ( |
| 坡度 | 栅格 | 500 | 根据高程数据提取 |
| 年降水量 | 栅格 | 1000 | 国家地球系统科学数据中心 ( |
| 年平均温度 | 栅格 | 1000 | 国家地球系统科学数据中心 ( |
| 植被类型 | 栅格 | 1000 | 国家地球系统科学数据中心 ( |
| 土壤类型 | 栅格 | 1000 | 国家地球系统科学数据中心 ( |
| 距离河流距离 | 栅格 | 500 | 欧氏距离工具 |
| 距离铁路距离 | 栅格 | 500 | 欧氏距离工具 |
Table 1 Required data sources
| 数据 | 类型 | 分辨率/m | 数据来源 |
|---|---|---|---|
| 景观数据 | 栅格 | 30 | 国家地球系统科学数据中心 ( |
| 高程 | 栅格 | 500 | 地理空间数据云平台 ( |
| 坡度 | 栅格 | 500 | 根据高程数据提取 |
| 年降水量 | 栅格 | 1000 | 国家地球系统科学数据中心 ( |
| 年平均温度 | 栅格 | 1000 | 国家地球系统科学数据中心 ( |
| 植被类型 | 栅格 | 1000 | 国家地球系统科学数据中心 ( |
| 土壤类型 | 栅格 | 1000 | 国家地球系统科学数据中心 ( |
| 距离河流距离 | 栅格 | 500 | 欧氏距离工具 |
| 距离铁路距离 | 栅格 | 500 | 欧氏距离工具 |
| 景观 类型 | 碳密度/(t∙hm−2) | |||
|---|---|---|---|---|
| 地上生物碳 | 地下生物碳 | 土壤有机碳 | 死亡有机碳 | |
| 林地 | 82.25 | 41.12 | 171.89 | 2.25 |
| 草地 | 19.78 | 16.26 | 48.76 | 18.56 |
| 耕地 | 4.70 | 0.00 | 33.46 | 0.00 |
| 湿地 | 18.22 | 8.60 | 248.74 | 1.41 |
| 人工表面 | 0.00 | 0.00 | 0.00 | 0.00 |
| 裸地 | 0.00 | 0.00 | 0.00 | 0.00 |
Table 2 Carbon density distribution across landscape types in Northeast Black Soil Region
| 景观 类型 | 碳密度/(t∙hm−2) | |||
|---|---|---|---|---|
| 地上生物碳 | 地下生物碳 | 土壤有机碳 | 死亡有机碳 | |
| 林地 | 82.25 | 41.12 | 171.89 | 2.25 |
| 草地 | 19.78 | 16.26 | 48.76 | 18.56 |
| 耕地 | 4.70 | 0.00 | 33.46 | 0.00 |
| 湿地 | 18.22 | 8.60 | 248.74 | 1.41 |
| 人工表面 | 0.00 | 0.00 | 0.00 | 0.00 |
| 裸地 | 0.00 | 0.00 | 0.00 | 0.00 |
| 景观类型 | 自由发展情景 | 生态保护情景 | 粮食增产情景 | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| L1 | L2 | L3 | L4 | L5 | L6 | L1 | L2 | L3 | L4 | L5 | L6 | L1 | L2 | L3 | L4 | L5 | L6 | |
| L1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 |
| L2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 |
| L3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
| L4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 |
| L5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| L6 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
Table 3 Transition cost matrices for multi-scenario landscape changes
| 景观类型 | 自由发展情景 | 生态保护情景 | 粮食增产情景 | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| L1 | L2 | L3 | L4 | L5 | L6 | L1 | L2 | L3 | L4 | L5 | L6 | L1 | L2 | L3 | L4 | L5 | L6 | |
| L1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 |
| L2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 |
| L3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
| L4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 |
| L5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| L6 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 景观类型 | 权重 | |||||
|---|---|---|---|---|---|---|
| 林地 | 草地 | 耕地 | 湿地 | 人工表面 | 裸地 | |
| 自由发展情景 | 0.91 | 0.00 | 0.83 | 0.70 | 1.00 | 0.70 |
| 生态保护情景 | 1.00 | 0.36 | 0.74 | 0.73 | 0.00 | 0.54 |
| 粮食增产情景 | 0.00 | 0.00 | 1.00 | 0.13 | 0.06 | 0.23 |
Table 4 Neighborhood weighting parameter
| 景观类型 | 权重 | |||||
|---|---|---|---|---|---|---|
| 林地 | 草地 | 耕地 | 湿地 | 人工表面 | 裸地 | |
| 自由发展情景 | 0.91 | 0.00 | 0.83 | 0.70 | 1.00 | 0.70 |
| 生态保护情景 | 1.00 | 0.36 | 0.74 | 0.73 | 0.00 | 0.54 |
| 粮食增产情景 | 0.00 | 0.00 | 1.00 | 0.13 | 0.06 | 0.23 |
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