生物多样性 ›› 2021, Vol. 29 ›› Issue (7): 918-926. DOI: 10.17520/biods.2020438
所属专题: 青藏高原生物多样性与生态安全
邹博研1,2, 罗概1,2, 朱博伟1,2, 冉江洪1,2,*(), 房超3
收稿日期:
2020-11-25
接受日期:
2021-03-06
出版日期:
2021-07-20
发布日期:
2021-03-11
通讯作者:
冉江洪
作者简介:
* E-mail: rjhong-01@163.com基金资助:
Boyan Zou1,2, Gai Luo1,2, Bowei Zhu1,2, Jianghong Ran1,2,*(), Chao Fang3
Received:
2020-11-25
Accepted:
2021-03-06
Online:
2021-07-20
Published:
2021-03-11
Contact:
Jianghong Ran
摘要:
物种的空间分布会受到种间相互作用(如捕食关系等)和环境变量等多种因素共同影响。阐明环境变量和种间相互作用对同域物种空间分布关系的影响, 对于理解群落聚集和生物多样性的维持机制至关重要。为了解川西高原常见雉类与捕食者的空间分布关系及其驱动因素, 本研究利用2016-2018年在川西高原84个红外相机位点获得的682张目标物种的独立照片, 采用条件型双物种占域模型(conditional two-species occupancy model)在相机位点尺度评估了在川西高原广泛分布的黄喉雉鹑(Tetraophasis szechenyii)、血雉(Ithaginis cruentus)和白马鸡(Crossoptilon crossoptilon)与其捕食者赤狐(Vulpes vulpes)的空间分布关系。结果显示: (1)在物种作用和环境变量的共同影响下, 赤狐和血雉(物种相互作用因子, species interaction factor, SIF = 1.31 ± 0.14)与赤狐和黄喉雉鹑(SIF = 1.42 ± 0.41)在研究区域内的空间分布趋于重合, 赤狐和血雉的空间关系随距河流距离的增加呈现先重合后趋于分离的趋势, 而赤狐和黄喉雉鹑的空间关系随距河流距离的增加呈现出由重合转为分离的趋势。赤狐与白马鸡在空间分布上相互独立(SIF = 1), 白马鸡的空间分布主要受环境因子影响, 而赤狐对其没有影响。(2) 3种雉类的探测率受物种作用的影响, 在相机位点尺度上赤狐的存在减少了3种雉类的探测率(pB > rB)。本研究为物种空间分布关系的研究提供了新的案例, 也为理解物种共存机制和生物多样性保护提供了科学依据。
邹博研, 罗概, 朱博伟, 冉江洪, 房超 (2021) 川西高原三种雉类与其捕食者赤狐的空间关系. 生物多样性, 29, 918-926. DOI: 10.17520/biods.2020438.
Boyan Zou, Gai Luo, Bowei Zhu, Jianghong Ran, Chao Fang (2021) The spatial distribution relationship between three pheasant species and mutual predator, the red fox (Vulpes vulpes), on the Western Sichuan Plateau. Biodiversity Science, 29, 918-926. DOI: 10.17520/biods.2020438.
参数 Parameters | 描述 Description |
---|---|
psiA | 物种A对位点使用的概率 Probability of site use for species A |
psiBA | 当物种A存在时, 物种B对位点使用的概率 Probability of site use for species B, given species A is present |
psiBa | 当物种A不存在时, 物种B对位点使用的概率 Probability of site use for species B, given species A is absent |
pA | 当物种B不存在时, 物种A的探测概率 Probability of detection for species A, given species B is absent |
pB | 当物种A不存在时, 物种B的探测概率 Probability of detection for species B, given species A is absent |
rA | 当两物种都存在时, 物种A的探测概率 Probability of detection for species A, given both species are present |
rBA | 当两物种都存在且物种A被探测到时, 物种B的探测概率 Probability of detection for species B, given both species are present and species A is detected |
rBa | 当两物种都存在且物种A未被探测到时, 物种B的探测概率 Probability of detection for species B, given both species are present and species A is not detected |
表1 条件型双物种占域模型中的参数描述
Table 1 The description of parameters in conditional two-species occupancy model
参数 Parameters | 描述 Description |
---|---|
psiA | 物种A对位点使用的概率 Probability of site use for species A |
psiBA | 当物种A存在时, 物种B对位点使用的概率 Probability of site use for species B, given species A is present |
psiBa | 当物种A不存在时, 物种B对位点使用的概率 Probability of site use for species B, given species A is absent |
pA | 当物种B不存在时, 物种A的探测概率 Probability of detection for species A, given species B is absent |
pB | 当物种A不存在时, 物种B的探测概率 Probability of detection for species B, given species A is absent |
rA | 当两物种都存在时, 物种A的探测概率 Probability of detection for species A, given both species are present |
rBA | 当两物种都存在且物种A被探测到时, 物种B的探测概率 Probability of detection for species B, given both species are present and species A is detected |
rBa | 当两物种都存在且物种A未被探测到时, 物种B的探测概率 Probability of detection for species B, given both species are present and species A is not detected |
模型 Models | 参数数量 Number of parameters | AIC | ΔAIC | AIC Wt | ||
---|---|---|---|---|---|---|
赤狐 + 白马鸡 Vulpes vulpes + Crossoptilon crossoptilon | ||||||
psiA, psiB (ELE + DTR); pA, pB, rB | 7 | 1,120.73 | 0 | 0.9731 | ||
psiA, psiB; pA, pB, rB | 5 | 1,128.81 | 8.08 | 0.0171 | ||
psiA, psiBA, psiBa; pA, pB, rB | 6 | 1,130.8 | 10.07 | 0.0063 | ||
psiA, psiB (ELE + DTR); pA, pB | 6 | 1,132.21 | 11.48 | 0.0031 | ||
psiA, psiBA (ELE + DTR), psiBa (ELE + DTR); pA, pB | 9 | 1,137.12 | 16.39 | 0.0003 | ||
psiA, psiB; pA, pB | 4 | 1,141.3 | 20.57 | 0 | ||
psiA, psiBA, psiBa; pA, pB | 5 | 1,142.01 | 21.28 | 0 | ||
psiA, psiBA (ELE + DTR), psiBa (ELE + DTR); pA, pB, rB | 10 | 1,151.45 | 30.72 | 0 | ||
赤狐 + 黄喉雉鹑 Vulpes vulpes + Tetraophasis szechenyii | ||||||
psiA, psiBA (DTW), psiBa (DTW); pA, pB, rB | 8 | 814.35 | 0 | 0.9847 | ||
psiA, psiBA, psiBa; pA, pB, rB | 6 | 823.13 | 8.78 | 0.0122 | ||
psiA, psiB (DTW); pA, pB, rB | 6 | 826.47 | 12.12 | 0.0023 | ||
psiA, psiB; pA, pB, rB | 5 | 829.01 | 14.66 | 0.0006 | ||
psiA, psiBA (DTW), psiBa (DTW); pA, pB | 7 | 833.91 | 19.56 | 0.0001 | ||
psiA, psiB (DTW); pA, pB | 5 | 833.97 | 19.62 | 0.000 | ||
psiA, psiB; pA, pB | 4 | 836.53 | 22.18 | 0 | ||
psiA, psiBA, psiBa; pA, pB | 5 | 837.41 | 23.06 | 0 | ||
赤狐 + 血雉 Vulpes vulpes + Ithaginis cruentus | ||||||
psiA, psiBA (DTW), psiBa (DTW); pA, pB, rB | 8 | 935.01 | 0 | 0.773 | ||
psiA, psiB (DTW); pA, pB, rB | 6 | 937.74 | 2.73 | 0.1974 | ||
psiA, psiBA, psiBa; pA, pB, rBa | 6 | 942.00 | 6.99 | 0.0235 | ||
psiA, psiB; pA, pB, rBa | 5 | 944.68 | 9.67 | 0.0061 | ||
psiA, psiB (DTW); pA, pB | 5 | 968.95 | 33.94 | 0 | ||
psiA, psiBA (DTW), psiBa (DTW); pA, pB | 7 | 972.72 | 97.71 | 0 | ||
psiA, psiB; pA, pB | 4 | 975.74 | 40.73 | 0 | ||
psiA, psiBA, psiBa; pA, pB | 5 | 977.74 | 42.73 | 0 |
表2 赤狐与3种雉类的条件型双物种占域模型选择结果
Table 2 Selection results of conditional two-species occupancy models for red fox and three pheasant species
模型 Models | 参数数量 Number of parameters | AIC | ΔAIC | AIC Wt | ||
---|---|---|---|---|---|---|
赤狐 + 白马鸡 Vulpes vulpes + Crossoptilon crossoptilon | ||||||
psiA, psiB (ELE + DTR); pA, pB, rB | 7 | 1,120.73 | 0 | 0.9731 | ||
psiA, psiB; pA, pB, rB | 5 | 1,128.81 | 8.08 | 0.0171 | ||
psiA, psiBA, psiBa; pA, pB, rB | 6 | 1,130.8 | 10.07 | 0.0063 | ||
psiA, psiB (ELE + DTR); pA, pB | 6 | 1,132.21 | 11.48 | 0.0031 | ||
psiA, psiBA (ELE + DTR), psiBa (ELE + DTR); pA, pB | 9 | 1,137.12 | 16.39 | 0.0003 | ||
psiA, psiB; pA, pB | 4 | 1,141.3 | 20.57 | 0 | ||
psiA, psiBA, psiBa; pA, pB | 5 | 1,142.01 | 21.28 | 0 | ||
psiA, psiBA (ELE + DTR), psiBa (ELE + DTR); pA, pB, rB | 10 | 1,151.45 | 30.72 | 0 | ||
赤狐 + 黄喉雉鹑 Vulpes vulpes + Tetraophasis szechenyii | ||||||
psiA, psiBA (DTW), psiBa (DTW); pA, pB, rB | 8 | 814.35 | 0 | 0.9847 | ||
psiA, psiBA, psiBa; pA, pB, rB | 6 | 823.13 | 8.78 | 0.0122 | ||
psiA, psiB (DTW); pA, pB, rB | 6 | 826.47 | 12.12 | 0.0023 | ||
psiA, psiB; pA, pB, rB | 5 | 829.01 | 14.66 | 0.0006 | ||
psiA, psiBA (DTW), psiBa (DTW); pA, pB | 7 | 833.91 | 19.56 | 0.0001 | ||
psiA, psiB (DTW); pA, pB | 5 | 833.97 | 19.62 | 0.000 | ||
psiA, psiB; pA, pB | 4 | 836.53 | 22.18 | 0 | ||
psiA, psiBA, psiBa; pA, pB | 5 | 837.41 | 23.06 | 0 | ||
赤狐 + 血雉 Vulpes vulpes + Ithaginis cruentus | ||||||
psiA, psiBA (DTW), psiBa (DTW); pA, pB, rB | 8 | 935.01 | 0 | 0.773 | ||
psiA, psiB (DTW); pA, pB, rB | 6 | 937.74 | 2.73 | 0.1974 | ||
psiA, psiBA, psiBa; pA, pB, rBa | 6 | 942.00 | 6.99 | 0.0235 | ||
psiA, psiB; pA, pB, rBa | 5 | 944.68 | 9.67 | 0.0061 | ||
psiA, psiB (DTW); pA, pB | 5 | 968.95 | 33.94 | 0 | ||
psiA, psiBA (DTW), psiBa (DTW); pA, pB | 7 | 972.72 | 97.71 | 0 | ||
psiA, psiB; pA, pB | 4 | 975.74 | 40.73 | 0 | ||
psiA, psiBA, psiBa; pA, pB | 5 | 977.74 | 42.73 | 0 |
物种对 Species pairs | psiA ± SE | psiBA ± SE | psiBa ± SE | pA ± SE | pB ± SE | rB ± SE | SIF ± SE |
---|---|---|---|---|---|---|---|
赤狐 + 白马鸡 Vulpes vulpes + Crossoptilon crossoptilon | 0.50 ± 0.10 | 0.68 ± 0.20 | 0.68 ± 0.20 | 0.10 ± 0.02 | 0.32 ± 0.03 | 0.14 ± 0.02 | 1.00 |
赤狐 + 黄喉雉鹑 Vulpes vulpes + Tetraophasis szechenyii | 0.56 ± 0.07 | 0.70 ± 0.08 | 0.31 ± 0.38 | 0.09 ± 0.01 | 0.42 ± 0.07 | 0.09 ± 0.02 | 1.42 ± 0.41 |
赤狐 + 血雉 Vulpes vulpes + Ithaginis cruentus | 0.62 ± 0.07 | 0.81 ± 0.30 | 0.29 ± 0.17 | 0.08 ± 0.01 | 0.59 ± 0.05 | 0.11 ± 0.01 | 1.31 ± 0.14 |
表3 赤狐与3种雉类条件型双物种占域模型最优模型的参数估计值(平均值 ± 标准差)
Table 3 Parameters estimates obtained from the optimal conditional two-species occupancy model applied to red fox and three pheasants (mean ± SE)
物种对 Species pairs | psiA ± SE | psiBA ± SE | psiBa ± SE | pA ± SE | pB ± SE | rB ± SE | SIF ± SE |
---|---|---|---|---|---|---|---|
赤狐 + 白马鸡 Vulpes vulpes + Crossoptilon crossoptilon | 0.50 ± 0.10 | 0.68 ± 0.20 | 0.68 ± 0.20 | 0.10 ± 0.02 | 0.32 ± 0.03 | 0.14 ± 0.02 | 1.00 |
赤狐 + 黄喉雉鹑 Vulpes vulpes + Tetraophasis szechenyii | 0.56 ± 0.07 | 0.70 ± 0.08 | 0.31 ± 0.38 | 0.09 ± 0.01 | 0.42 ± 0.07 | 0.09 ± 0.02 | 1.42 ± 0.41 |
赤狐 + 血雉 Vulpes vulpes + Ithaginis cruentus | 0.62 ± 0.07 | 0.81 ± 0.30 | 0.29 ± 0.17 | 0.08 ± 0.01 | 0.59 ± 0.05 | 0.11 ± 0.01 | 1.31 ± 0.14 |
图2 基于最优模型预测的协变量对赤狐与血雉(A)和黄喉雉鹑(B)在位点水平上的物种相互作用因子(SIF)的影响。灰色部分为每个位点SIF值的95%置信区间。
Fig. 2 The effect of covariates predicted by the optimal model on the species interaction factor (SIF) of the red fox and blood pheasant (A), red fox and buff-throated partridge (B) at the single site level. Gray area indicates 95% confidence intervals for SIF value of each site.
图3 基于最优模型预测的协变量在位点水平上对白马鸡位点使用概率的影响。黑色曲线为多项式回归拟合曲线, 灰色区域为95%置信区间。
Fig. 3 The effect of covariates predicted by the optimal model on the white eared-pheasant’s site use at the single site level. The black curve fitted with polynomial regression, gray area indicates 95% confidence intervals.
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