Ecology and Environment ›› 2024, Vol. 33 ›› Issue (5): 708-719.DOI: 10.16258/j.cnki.1674-5906.2024.05.005
• Research Article [Ecology] • Previous Articles Next Articles
QING Caixia1(), CHEN Shengbin1,*, DENG Jiewen2, DENG Xingwei1, LI Zhe3, QIU Lu4
Received:
2024-03-14
Online:
2024-05-18
Published:
2024-06-27
卿彩霞1(), 陈圣宾1,*, 邓杰文2, 邓惺位1, 李喆3, 邱鹭4
通讯作者:
* 陈圣宾。
作者简介:
卿彩霞(1999年生),女,硕士研究生,主要从事生物多样性研究。E-mail: 2570119219@qq.com
基金资助:
CLC Number:
QING Caixia, CHEN Shengbin, DENG Jiewen, DENG Xingwei, LI Zhe, QIU Lu. The Effects of Habitat Amount, Habitat Quality and Meteorological Factors on the Species Diversity of Dung Beetles in Chengdu[J]. Ecology and Environment, 2024, 33(5): 708-719.
卿彩霞, 陈圣宾, 邓杰文, 邓惺位, 李喆, 邱鹭. 生境数量和生境质量以及气象因子对成都市粪食性金龟物种多样性的影响[J]. 生态环境学报, 2024, 33(5): 708-719.
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URL: https://www.jeesci.com/EN/10.16258/j.cnki.1674-5906.2024.05.005
样地编号 | 经度 | 纬度 | 海拔/ m | 生境 类型 | 城市化 梯度 |
---|---|---|---|---|---|
CDE01 | 104.28063°E | 30.55139°N | 634 | 草地 | 远郊 |
CDE02 | 104.27712°E | 30.52407°N | 614 | 灌丛 | 远郊 |
CDE03 | 104.31222°E | 30.56341°N | 761 | 林地 | 远郊 |
CDE04 | 104.18059°E | 30.56388°N | 482 | 草地 | 近郊 |
CDE05 | 104.18292°E | 30.58606°N | 520 | 灌丛 | 近郊 |
CDE06 | 104.17698°E | 30.64725°N | 478 | 林地 | 近郊 |
CDE07 | 104.12016°E | 30.62305°N | 502 | 草地 | 城区 |
CDE08 | 104.12743°E | 30.65568°N | 492 | 灌丛 | 城区 |
CDE09 | 104.11922°E | 30.63935°N | 466 | 林地 | 城区 |
CDW10 | 103.85969°E | 30.78935°N | 524 | 草地 | 远郊 |
CDW11 | 103.90483°E | 30.79797°N | 550 | 灌丛 | 远郊 |
CDW12 | 103.88102°E | 30.81515°N | 536 | 林地 | 远郊 |
CDW13 | 103.96513°E | 30.73496°N | 478 | 草地 | 近郊 |
CDW14 | 103.98641°E | 30.73838°N | 518 | 灌丛 | 近郊 |
CDW15 | 103.92115°E | 30.72855°N | 532 | 林地 | 近郊 |
CDW16 | 104.02860°E | 30.69798°N | 460 | 草地 | 城区 |
CDW17 | 104.00225°E | 30.69010°N | 466 | 灌丛 | 城区 |
CDW18 | 104.05391°E | 30.68125°N | 497 | 林地 | 城区 |
Table 1 Basic information about the sample plots in the study area
样地编号 | 经度 | 纬度 | 海拔/ m | 生境 类型 | 城市化 梯度 |
---|---|---|---|---|---|
CDE01 | 104.28063°E | 30.55139°N | 634 | 草地 | 远郊 |
CDE02 | 104.27712°E | 30.52407°N | 614 | 灌丛 | 远郊 |
CDE03 | 104.31222°E | 30.56341°N | 761 | 林地 | 远郊 |
CDE04 | 104.18059°E | 30.56388°N | 482 | 草地 | 近郊 |
CDE05 | 104.18292°E | 30.58606°N | 520 | 灌丛 | 近郊 |
CDE06 | 104.17698°E | 30.64725°N | 478 | 林地 | 近郊 |
CDE07 | 104.12016°E | 30.62305°N | 502 | 草地 | 城区 |
CDE08 | 104.12743°E | 30.65568°N | 492 | 灌丛 | 城区 |
CDE09 | 104.11922°E | 30.63935°N | 466 | 林地 | 城区 |
CDW10 | 103.85969°E | 30.78935°N | 524 | 草地 | 远郊 |
CDW11 | 103.90483°E | 30.79797°N | 550 | 灌丛 | 远郊 |
CDW12 | 103.88102°E | 30.81515°N | 536 | 林地 | 远郊 |
CDW13 | 103.96513°E | 30.73496°N | 478 | 草地 | 近郊 |
CDW14 | 103.98641°E | 30.73838°N | 518 | 灌丛 | 近郊 |
CDW15 | 103.92115°E | 30.72855°N | 532 | 林地 | 近郊 |
CDW16 | 104.02860°E | 30.69798°N | 460 | 草地 | 城区 |
CDW17 | 104.00225°E | 30.69010°N | 466 | 灌丛 | 城区 |
CDW18 | 104.05391°E | 30.68125°N | 497 | 林地 | 城区 |
类型 | 环境因子 | 分辨率 | 单位 | 来源 |
---|---|---|---|---|
生境数量 | 林地面积 | 30 m | km2 | 李喆, |
灌丛面积 | 30 m | km2 | 李喆, | |
草地面积 | 30 m | km2 | 李喆, | |
耕地面积 | 30 m | km2 | 李喆, | |
各生境类型面积总和 | 30 m | km2 | 李喆, | |
生境质量 | 归一化植被指数 | 30 m | ‒ | 董金玮等, |
植被净初级 生产力 | 500 m | g·m−2·a−1 | https://www.earthdata.nasa.gov/ | |
人类足迹 | 1 km | ‒ | Mu et al., | |
夜间灯光 | 1 km | Lm·m−2 | Chen et al., | |
气象指标 | 最热季平均温度 | 1 km | ℃ | https://www.worldclim.org/ |
最热季降水量 | 1 km | mm | https://www.worldclim.org/ | |
地表温度 | 30 m | ℃ | 李喆, | |
土壤湿度 | 1 km | 0.001 m3·m−3 | Li et al., |
Table 2 The attributes and sources of environmental factor used in this study
类型 | 环境因子 | 分辨率 | 单位 | 来源 |
---|---|---|---|---|
生境数量 | 林地面积 | 30 m | km2 | 李喆, |
灌丛面积 | 30 m | km2 | 李喆, | |
草地面积 | 30 m | km2 | 李喆, | |
耕地面积 | 30 m | km2 | 李喆, | |
各生境类型面积总和 | 30 m | km2 | 李喆, | |
生境质量 | 归一化植被指数 | 30 m | ‒ | 董金玮等, |
植被净初级 生产力 | 500 m | g·m−2·a−1 | https://www.earthdata.nasa.gov/ | |
人类足迹 | 1 km | ‒ | Mu et al., | |
夜间灯光 | 1 km | Lm·m−2 | Chen et al., | |
气象指标 | 最热季平均温度 | 1 km | ℃ | https://www.worldclim.org/ |
最热季降水量 | 1 km | mm | https://www.worldclim.org/ | |
地表温度 | 30 m | ℃ | 李喆, | |
土壤湿度 | 1 km | 0.001 m3·m−3 | Li et al., |
序号 | 种 | 物种丰度 | 体长/ mm | 诱饵类型 | 行为类型 | |||
---|---|---|---|---|---|---|---|---|
草地 | 灌丛 | 林地 | 总计 | |||||
1 | 巴氏驼嗡蜣螂 Onthophagus balthasari | 282 | 157 | 228 | 667 | 6.61 | 牛粪、腐鱼 | 直接掘洞型 |
2 | 银衍亮嗡蜣螂 Onthophagus argyropygus | 2 | 7 | 368 | 377 | 5.61 | 牛粪、腐鱼 | 直接掘洞型 |
3 | 翅驼嗡蜣螂 Onthophagus atripennis | 0 | 2 | 16 | 18 | 7.49 | 腐鱼 | 直接掘洞型 |
4 | 黑亮嗡蜣螂 Onthophagus ater | 4 | 0 | 0 | 4 | 8.16 | 腐鱼 | 直接掘洞型 |
5 | 独角毛凯蜣螂 Caccobius unicornis | 0 | 61 | 5 | 66 | 3.32 | 腐鱼 | 直接掘洞型 |
6 | 神农洁蜣螂 Catharsius molossus | 0 | 1 | 0 | 1 | 34.44 | 腐鱼 | 直接掘洞型 |
7 | 近小粪蜣螂 Microcopris propinquus | 0 | 4 | 9 | 13 | 9.89 | 腐鱼 | 直接掘洞型 |
8 | 华武粪金龟 Enoplotrupes sinensis | 0 | 0 | 3 | 3 | 22.38 | 腐鱼 | 直接掘洞型 |
总计 | ‒ | 288 | 232 | 629 | 1149 | ‒ | ‒ | ‒ |
Table 3 Species abundance and traits of dung beetles by habitat type in Chengdu city
序号 | 种 | 物种丰度 | 体长/ mm | 诱饵类型 | 行为类型 | |||
---|---|---|---|---|---|---|---|---|
草地 | 灌丛 | 林地 | 总计 | |||||
1 | 巴氏驼嗡蜣螂 Onthophagus balthasari | 282 | 157 | 228 | 667 | 6.61 | 牛粪、腐鱼 | 直接掘洞型 |
2 | 银衍亮嗡蜣螂 Onthophagus argyropygus | 2 | 7 | 368 | 377 | 5.61 | 牛粪、腐鱼 | 直接掘洞型 |
3 | 翅驼嗡蜣螂 Onthophagus atripennis | 0 | 2 | 16 | 18 | 7.49 | 腐鱼 | 直接掘洞型 |
4 | 黑亮嗡蜣螂 Onthophagus ater | 4 | 0 | 0 | 4 | 8.16 | 腐鱼 | 直接掘洞型 |
5 | 独角毛凯蜣螂 Caccobius unicornis | 0 | 61 | 5 | 66 | 3.32 | 腐鱼 | 直接掘洞型 |
6 | 神农洁蜣螂 Catharsius molossus | 0 | 1 | 0 | 1 | 34.44 | 腐鱼 | 直接掘洞型 |
7 | 近小粪蜣螂 Microcopris propinquus | 0 | 4 | 9 | 13 | 9.89 | 腐鱼 | 直接掘洞型 |
8 | 华武粪金龟 Enoplotrupes sinensis | 0 | 0 | 3 | 3 | 22.38 | 腐鱼 | 直接掘洞型 |
总计 | ‒ | 288 | 232 | 629 | 1149 | ‒ | ‒ | ‒ |
多样性指数 | 生境类型 | 城市化梯度 | |||||
---|---|---|---|---|---|---|---|
草地 | 灌丛 | 林地 | 远郊 | 近郊 | 城区 | ||
总个体数 | 57.60±27.56a | 38.67±18.17a | 104.83±67.63a | 69.00±26.95a | 16.33±6.42a | 117.67±65.72a | |
物种丰富度 | 1.60±0.24a | 2.33±0.71a | 2.50±0.56a | 2.80±0.73a | 1.33±0.21a | 2.50±0.56a | |
Hill-Shannon多样性指数 | 1.04±0.02a | 1.21±0.12a | 1.23±0.07a | 1.27±0.14a | 1.06±0.04a | 1.18±0.08a | |
Hill-Shannon均匀度指数 | 0.72±0.12a | 0.71±0.13a | 0.59±0.10a | 0.56±0.12a | 0.86±0.09a | 0.56±0.10a |
Table 4 Diversity differences of dung beetles among different habitat types and different urbanization gradient
多样性指数 | 生境类型 | 城市化梯度 | |||||
---|---|---|---|---|---|---|---|
草地 | 灌丛 | 林地 | 远郊 | 近郊 | 城区 | ||
总个体数 | 57.60±27.56a | 38.67±18.17a | 104.83±67.63a | 69.00±26.95a | 16.33±6.42a | 117.67±65.72a | |
物种丰富度 | 1.60±0.24a | 2.33±0.71a | 2.50±0.56a | 2.80±0.73a | 1.33±0.21a | 2.50±0.56a | |
Hill-Shannon多样性指数 | 1.04±0.02a | 1.21±0.12a | 1.23±0.07a | 1.27±0.14a | 1.06±0.04a | 1.18±0.08a | |
Hill-Shannon均匀度指数 | 0.72±0.12a | 0.71±0.13a | 0.59±0.10a | 0.56±0.12a | 0.86±0.09a | 0.56±0.10a |
Figure 5 The effects of normalized difference vegetation index, net primary productivity, and human footprint on the diversity of dung beetles (Statistically significant ones are represented by solid lines)
应变量 | 自变量 | 校正r | p值 | |
---|---|---|---|---|
总个体数 | 生境数量 | SHRL (0.695), GRAL (−0.339) | 0.541 | 0.003 |
生境质量 | NDVI (0.595), NPP (−0.670) | 0.459 | 0.009 | |
气象因子 | MTWQ (0.720), LST (−0.706) | 0.370 | 0.025 | |
物种丰富度 | 生境数量 | SHRL (0.611) | 0.374 | 0.009 |
生境质量 | NDVI (0.375), HFP (−0.322) | 0.274 | 0.067 | |
气象因子 | SMO (−0.375), LST (−0.452) | 0.156 | 0.195 | |
Hill-Shannon多样性指数 | 生境数量 | GRAL (0.470), SHRL (0.513) | 0.480 | 0.007 |
生境质量 | NDVI (0.532) | 0.283 | 0.028 | |
气象因子 | MTWQ (−0.879), SMO (−0.838) | 0.384 | 0.021 | |
Hill-Shannon均匀度指数 | 生境数量 | SHRL (−0.510) | 0.260 | 0.037 |
生境质量 | HFP (−0.373) | 0.139 | 0.140 | |
气象因子 | LST (0.172) | 0.029 | 0.510 |
Table 5 The best models selected for dung beetle species diversity based on Akaike Information Criterion (AIC)
应变量 | 自变量 | 校正r | p值 | |
---|---|---|---|---|
总个体数 | 生境数量 | SHRL (0.695), GRAL (−0.339) | 0.541 | 0.003 |
生境质量 | NDVI (0.595), NPP (−0.670) | 0.459 | 0.009 | |
气象因子 | MTWQ (0.720), LST (−0.706) | 0.370 | 0.025 | |
物种丰富度 | 生境数量 | SHRL (0.611) | 0.374 | 0.009 |
生境质量 | NDVI (0.375), HFP (−0.322) | 0.274 | 0.067 | |
气象因子 | SMO (−0.375), LST (−0.452) | 0.156 | 0.195 | |
Hill-Shannon多样性指数 | 生境数量 | GRAL (0.470), SHRL (0.513) | 0.480 | 0.007 |
生境质量 | NDVI (0.532) | 0.283 | 0.028 | |
气象因子 | MTWQ (−0.879), SMO (−0.838) | 0.384 | 0.021 | |
Hill-Shannon均匀度指数 | 生境数量 | SHRL (−0.510) | 0.260 | 0.037 |
生境质量 | HFP (−0.373) | 0.139 | 0.140 | |
气象因子 | LST (0.172) | 0.029 | 0.510 |
应变量 | 独立效应/% | 交互效应/% | 解释的总方差/% | ||||||
---|---|---|---|---|---|---|---|---|---|
A | Q | M | A×Q | A×M | Q×M | A×Q×M | |||
总个体数 | 21.3 | 10.3 | 0.1 | 32.0 | 30.7 | 34.8 | 29.9 | 69.4 | |
物种丰富度 | 17.8 | 7.4 | 0.2 | 18.1 | 22.7 | 18.5 | 21.2 | 42.3 | |
Hill-Shannon多样性指数 | 9.7 | 6.0 | 7.1 | 29.4 | 20.4 | 13.4 | 11.5 | 63.0 | |
Hill-Shannon均匀度指数 | 15.6 | 3.9 | 0.1 | 0.4 | 7.6 | 0.0 | −2.4 | 32.4 |
Table 6 Variance partitioning analysis of dung beetle species diversity with three types of environmental factors
应变量 | 独立效应/% | 交互效应/% | 解释的总方差/% | ||||||
---|---|---|---|---|---|---|---|---|---|
A | Q | M | A×Q | A×M | Q×M | A×Q×M | |||
总个体数 | 21.3 | 10.3 | 0.1 | 32.0 | 30.7 | 34.8 | 29.9 | 69.4 | |
物种丰富度 | 17.8 | 7.4 | 0.2 | 18.1 | 22.7 | 18.5 | 21.2 | 42.3 | |
Hill-Shannon多样性指数 | 9.7 | 6.0 | 7.1 | 29.4 | 20.4 | 13.4 | 11.5 | 63.0 | |
Hill-Shannon均匀度指数 | 15.6 | 3.9 | 0.1 | 0.4 | 7.6 | 0.0 | −2.4 | 32.4 |
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