Ecology and Environmental Sciences ›› 2025, Vol. 34 ›› Issue (11): 1778-1787.DOI: 10.16258/j.cnki.1674-5906.2025.11.011
• Research Article [Environmental Science] • Previous Articles Next Articles
LIU Tiantian(
), LIU Yang, WANG Yuxi, QIN Zhen
Received:2025-04-24
Online:2025-11-18
Published:2025-11-05
作者简介:刘甜甜(1988年生),女,工程师,硕士,主要从事生态环境遥感监测。E-mail: lt767669770@163.com
基金资助:CLC Number:
LIU Tiantian, LIU Yang, WANG Yuxi, QIN Zhen. Spatio-temporal Evolution Characteristics and Driving Force Analysis of Ecological Environment Quality in Henan Province[J]. Ecology and Environmental Sciences, 2025, 34(11): 1778-1787.
刘甜甜, 柳杨, 王玉玺, 秦臻. 河南省生态环境质量的时空演变特征及驱动力分析[J]. 生态环境学报, 2025, 34(11): 1778-1787.
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URL: https://www.jeesci.com/EN/10.16258/j.cnki.1674-5906.2025.11.011
| 数据名称 | 数据介绍 | 时间范围 | 分辨率 | 数据来源 |
|---|---|---|---|---|
| EEQ | 生态环境质量数据 | 2001-2021 | 1 km | 国家地球系统科学数据中心(https:www.geodata.cn) |
| DEM | 数字高程模型 | 2010-2015 | 30 m | 欧空局哥白尼panda网站( |
| 坡度 | 坡度数据 | 2010-2015 | 30 m | 基于DEM数据制作 |
| GPP | MOD17A2H | 2005、2010、2015、2020 | 500 m | GEE平台 |
| 土地利用 | MCD12Q1 | 2005\2010\2015\2020 | 500 m | GEE平台 |
| 气象数据 | 年均气温 | 2005\2010\2015\2020 | 1 km | 国家地球系统科学数据中心( |
| 年降水量 | 2005\2010\2015\2020 | 1 km | ||
| 人口数据 | 人口密度数据 | 2005\2010\2015\2020 | 1 km | 世界人口数据网站( |
| GDP | 国内生产总值数据 | 2005\2010\2015\2020 | 1 km | 资源环境科学数据平台( |
| 矢量数据 | 河南省/市行政区边界数据 | 2024 | 无 | 国家地理信息公共服务平台( |
Table 1 Data types and sources
| 数据名称 | 数据介绍 | 时间范围 | 分辨率 | 数据来源 |
|---|---|---|---|---|
| EEQ | 生态环境质量数据 | 2001-2021 | 1 km | 国家地球系统科学数据中心(https:www.geodata.cn) |
| DEM | 数字高程模型 | 2010-2015 | 30 m | 欧空局哥白尼panda网站( |
| 坡度 | 坡度数据 | 2010-2015 | 30 m | 基于DEM数据制作 |
| GPP | MOD17A2H | 2005、2010、2015、2020 | 500 m | GEE平台 |
| 土地利用 | MCD12Q1 | 2005\2010\2015\2020 | 500 m | GEE平台 |
| 气象数据 | 年均气温 | 2005\2010\2015\2020 | 1 km | 国家地球系统科学数据中心( |
| 年降水量 | 2005\2010\2015\2020 | 1 km | ||
| 人口数据 | 人口密度数据 | 2005\2010\2015\2020 | 1 km | 世界人口数据网站( |
| GDP | 国内生产总值数据 | 2005\2010\2015\2020 | 1 km | 资源环境科学数据平台( |
| 矢量数据 | 河南省/市行政区边界数据 | 2024 | 无 | 国家地理信息公共服务平台( |
| 趋势变化类型 | S和p取值 | 面积/km2 | 比例/% |
|---|---|---|---|
| 严重退化 | S<0,p≤0.01 | 16319.29 | 9.85 |
| 轻微退化 | S <0,0.01<p≤0.05 | 11330.07 | 6.84 |
| 稳定不变 | p>0.05 | 105570.75 | 63.73 |
| 轻微改善 | S>0,0.01<p≤0.05 | 17910.29 | 10.81 |
| 明显改善 | S>0,p≤0.01 | 14532.46 | 8.77 |
Table 2 Statistical results of ecological environment quality change trends in Henan Province from 2001 to 2021
| 趋势变化类型 | S和p取值 | 面积/km2 | 比例/% |
|---|---|---|---|
| 严重退化 | S<0,p≤0.01 | 16319.29 | 9.85 |
| 轻微退化 | S <0,0.01<p≤0.05 | 11330.07 | 6.84 |
| 稳定不变 | p>0.05 | 105570.75 | 63.73 |
| 轻微改善 | S>0,0.01<p≤0.05 | 17910.29 | 10.81 |
| 明显改善 | S>0,p≤0.01 | 14532.46 | 8.77 |
| 持续性强度 | Hurst指数范围 | 面积/km2 | 比例/% |
|---|---|---|---|
| 强反持续性 | 0.15<H<0.2 | 19.28 | 0.01 |
| 较强反持续性 | 0.2<H<0.3 | 3087.30 | 1.86 |
| 中反持续性 | 0.3<H<0.4 | 25416.34 | 15.34 |
| 弱反持续性 | 0.4<H<0.5 | 46994.23 | 28.37 |
| 弱持续性 | 0.5<H<0.6 | 48566.53 | 29.32 |
| 中持续性 | 0.6<H<0.7 | 31296.76 | 18.89 |
| 较强持续性 | 0.7<H<0.8 | 9349.90 | 5.64 |
| 强持续性 | 0.8<H<0.99 | 932.53 | 0.56 |
Table 3 Statistical results of ecological environment quality Hurst indexes in Henan Province from 2001 to 2021
| 持续性强度 | Hurst指数范围 | 面积/km2 | 比例/% |
|---|---|---|---|
| 强反持续性 | 0.15<H<0.2 | 19.28 | 0.01 |
| 较强反持续性 | 0.2<H<0.3 | 3087.30 | 1.86 |
| 中反持续性 | 0.3<H<0.4 | 25416.34 | 15.34 |
| 弱反持续性 | 0.4<H<0.5 | 46994.23 | 28.37 |
| 弱持续性 | 0.5<H<0.6 | 48566.53 | 29.32 |
| 中持续性 | 0.6<H<0.7 | 31296.76 | 18.89 |
| 较强持续性 | 0.7<H<0.8 | 9349.90 | 5.64 |
| 强持续性 | 0.8<H<0.99 | 932.53 | 0.56 |
| 因子 | 2005年 | 2010年 | 2015年 | 2020年 | |||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| q值 | p值 | q值 | p值 | q值 | p值 | q值 | p值 | ||||
| X1 | 0.107 | 0 | 0.149 | 0 | 0.138 | 0 | 0.116 | 0 | |||
| X2 | 0.566 | 0 | 0.580 | 0 | 0.600 | 0 | 0.565 | 0 | |||
| X3 | 0.165 | 0 | 0.202 | 0 | 0.166 | 0 | 0.157 | 0 | |||
| X4 | 0.079 | 0 | 0.071 | 0 | 0.077 | 0 | 0.095 | 0 | |||
| X5 | 0.301 | 0 | 0.266 | 0 | 0.242 | 0 | 0.159 | 0 | |||
| X6 | 0.696 | 0 | 0.620 | 0 | 0.608 | 0 | 0.639 | 0 | |||
| X7 | 0.359 | 0 | 0.304 | 0 | 0.315 | 0 | 0.332 | 0 | |||
| X8 | 0.324 | 0 | 0.273 | 0 | 0.277 | 0 | 0.311 | 0 | |||
Table 4 Single-factor detection results
| 因子 | 2005年 | 2010年 | 2015年 | 2020年 | |||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| q值 | p值 | q值 | p值 | q值 | p值 | q值 | p值 | ||||
| X1 | 0.107 | 0 | 0.149 | 0 | 0.138 | 0 | 0.116 | 0 | |||
| X2 | 0.566 | 0 | 0.580 | 0 | 0.600 | 0 | 0.565 | 0 | |||
| X3 | 0.165 | 0 | 0.202 | 0 | 0.166 | 0 | 0.157 | 0 | |||
| X4 | 0.079 | 0 | 0.071 | 0 | 0.077 | 0 | 0.095 | 0 | |||
| X5 | 0.301 | 0 | 0.266 | 0 | 0.242 | 0 | 0.159 | 0 | |||
| X6 | 0.696 | 0 | 0.620 | 0 | 0.608 | 0 | 0.639 | 0 | |||
| X7 | 0.359 | 0 | 0.304 | 0 | 0.315 | 0 | 0.332 | 0 | |||
| X8 | 0.324 | 0 | 0.273 | 0 | 0.277 | 0 | 0.311 | 0 | |||
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