Biodiv Sci ›› 2025, Vol. 33 ›› Issue (3): 24260. DOI: 10.17520/biods.2024260 cstr: 32101.14.biods.2024260
• Original Papers:Animal Diversity • Previous Articles Next Articles
Gong Cuifeng1,2, Wei Wei1, Luo Gai2, Han Yimin2, Wu Pengcheng2, He Mengnan2,*(), Min Qingyue2, Fu Qiang3, Chen Peng2
Received:
2024-06-26
Accepted:
2024-10-22
Online:
2025-03-20
Published:
2025-04-16
Contact:
*E-mail: hemengnan816@126.com
Supported by:
Gong Cuifeng, Wei Wei, Luo Gai, Han Yimin, Wu Pengcheng, He Mengnan, Min Qingyue, Fu Qiang, Chen Peng. Spatial distribution and coexistence of ungulates in Chongzhou Area of Giant Panda National Park[J]. Biodiv Sci, 2025, 33(3): 24260.
模型 Model | AIC | ΔAIC | AICwgt | No.par. | psi | LowerCL(psi) | UpperCL(psi) |
---|---|---|---|---|---|---|---|
毛冠鹿 Elaphodus cephalophus | |||||||
psi(EL)p(.) | 565.53 | 0.00 | 0.14 | 3 | 0.61 | 0.55 | 0.68 |
psi(EL + SL)p(.) | 566.50 | 0.97 | 0.09 | 4 | 0.61 | 0.55 | 0.68 |
psi(EL + WA)p(.) | 566.99 | 1.46 | 0.07 | 4 | 0.61 | 0.55 | 0.68 |
psi(EL + ND)p(.) | 567.30 | 1.77 | 0.06 | 4 | 0.61 | 0.55 | 0.68 |
psi(EL + AS)p(.) | 567.42 | 1.89 | 0.06 | 4 | 0.61 | 0.55 | 0.68 |
psi(EL + RO)p(.) | 567.50 | 1.97 | 0.05 | 4 | 0.62 | 0.55 | 0.68 |
psi(.)p(.) | 576.59 | 11.06 | 0.00 | 2 | 0.61 | 0.48 | 0.73 |
模型平均 Model average | 0.61 | 0.55 | 0.68 | ||||
野猪 Sus scrofa | |||||||
psi(EL + ND)p(.) | 443.91 | 0.00 | 0.17 | 4 | 0.55 | 0.46 | 0.64 |
psi(EL + WA + ND)p(.) | 445.41 | 1.50 | 0.08 | 5 | 0.55 | 0.46 | 0.64 |
psi(EL + RO + ND)p(.) | 445.81 | 1.90 | 0.07 | 5 | 0.55 | 0.46 | 0.64 |
psi(EL + AS + ND)p(.) | 445.82 | 1.91 | 0.07 | 5 | 0.55 | 0.46 | 0.64 |
psi(EL + SL + ND)p(.) | 445.84 | 1.93 | 0.06 | 5 | 0.55 | 0.46 | 0.64 |
psi(.)p(.) | 468.02 | 24.11 | 0.00 | 2 | 0.55 | 0.41 | 0.68 |
模型平均 Model average | 0.55 | 0.46 | 0.64 | ||||
水鹿 Rusa unicolor | |||||||
psi(EL + AS + WA + ND)p(.) | 436.71 | 0.00 | 0.17 | 6 | 0.44 | 0.37 | 0.52 |
psi(EL + WA + RO + ND)p(.) | 436.95 | 0.24 | 0.15 | 6 | 0.44 | 0.36 | 0.51 |
psi(EL + WA + ND)p(.) | 437.27 | 0.55 | 0.13 | 5 | 0.44 | 0.37 | 0.52 |
psi(EL + AS + WA + RO + ND)p(.) | 437.62 | 0.90 | 0.11 | 7 | 0.44 | 0.36 | 0.52 |
psi(.)p(.) | 449.44 | 12.73 | 0.00 | 2 | 0.44 | 0.31 | 0.57 |
模型平均 Model average | 0.44 | 0.37 | 0.51 | ||||
扭角羚 Budorcas taxicolor | |||||||
psi(EL + SL + AS + RO)p(.) | 159.64 | 0.00 | 0.39 | 6 | 0.41 | 0.23 | 0.53 |
psi(.)p(.) | 171.95 | 12.31 | 0.00 | 2 | 0.28 | 0.15 | 0.45 |
中华斑羚 Naemorhedus griseus | |||||||
psi(EL + WA + ND)p(.) | 91.63 | 0.00 | 0.16 | 5 | 0.11 | 0.05 | 0.17 |
psi(WA + ND)p(.) | 91.84 | 0.02 | 0.15 | 4 | 0.11 | 0.05 | 0.17 |
psi(SL + WA + ND)p(.) | 93.15 | 1.52 | 0.08 | 5 | 0.11 | 0.05 | 0.17 |
psi(EL + SL + WA + ND)p(.) | 93.27 | 1.64 | 0.07 | 6 | 0.11 | 0.05 | 0.17 |
psi(AS + WA + ND)p(.) | 93.33 | 1.69 | 0.07 | 5 | 0.11 | 0.05 | 0.17 |
psi(EL + WA + RO + ND)p(.) | 93.34 | 1.70 | 0.07 | 6 | 0.11 | 0.05 | 0.17 |
psi(WA + RO + ND)p(.) | 93.38 | 1.75 | 0.07 | 5 | 0.11 | 0.05 | 0.17 |
psi(.)p(.) | 108.90 | 17.27 | 0.00 | 2 | 0.11 | 0.05 | 0.23 |
模型平均 Model average | 0.11 | 0.05 | 0.17 | ||||
小麂 Muntiacus reevesi | |||||||
psi(EL)p(.) | 72.78 | 0.00 | 0.11 | 3 | 0.05 | 0.05 | 0.07 |
psi(EL + ND)p(.) | 74.14 | 1.36 | 0.06 | 4 | 0.05 | 0.04 | 0.07 |
psi(.)p(.) | 74.47 | 1.69 | 0.05 | 2 | 0.05 | 0.02 | 0.15 |
psi(EL + RO)p(.) | 74.53 | 1.75 | 0.05 | 4 | 0.05 | 0.04 | 0.07 |
psi(EL + AS)p(.) | 74.64 | 1.86 | 0.04 | 4 | 0.05 | 0.04 | 0.07 |
psi(EL + SL)p(.) | 74.74 | 1.96 | 0.04 | 4 | 0.05 | 0.04 | 0.07 |
模型平均 Model average | 0.05 | 0.04 | 0.07 |
Table 1 Single-species single season model (ΔAIC ≤ 2) selection results
模型 Model | AIC | ΔAIC | AICwgt | No.par. | psi | LowerCL(psi) | UpperCL(psi) |
---|---|---|---|---|---|---|---|
毛冠鹿 Elaphodus cephalophus | |||||||
psi(EL)p(.) | 565.53 | 0.00 | 0.14 | 3 | 0.61 | 0.55 | 0.68 |
psi(EL + SL)p(.) | 566.50 | 0.97 | 0.09 | 4 | 0.61 | 0.55 | 0.68 |
psi(EL + WA)p(.) | 566.99 | 1.46 | 0.07 | 4 | 0.61 | 0.55 | 0.68 |
psi(EL + ND)p(.) | 567.30 | 1.77 | 0.06 | 4 | 0.61 | 0.55 | 0.68 |
psi(EL + AS)p(.) | 567.42 | 1.89 | 0.06 | 4 | 0.61 | 0.55 | 0.68 |
psi(EL + RO)p(.) | 567.50 | 1.97 | 0.05 | 4 | 0.62 | 0.55 | 0.68 |
psi(.)p(.) | 576.59 | 11.06 | 0.00 | 2 | 0.61 | 0.48 | 0.73 |
模型平均 Model average | 0.61 | 0.55 | 0.68 | ||||
野猪 Sus scrofa | |||||||
psi(EL + ND)p(.) | 443.91 | 0.00 | 0.17 | 4 | 0.55 | 0.46 | 0.64 |
psi(EL + WA + ND)p(.) | 445.41 | 1.50 | 0.08 | 5 | 0.55 | 0.46 | 0.64 |
psi(EL + RO + ND)p(.) | 445.81 | 1.90 | 0.07 | 5 | 0.55 | 0.46 | 0.64 |
psi(EL + AS + ND)p(.) | 445.82 | 1.91 | 0.07 | 5 | 0.55 | 0.46 | 0.64 |
psi(EL + SL + ND)p(.) | 445.84 | 1.93 | 0.06 | 5 | 0.55 | 0.46 | 0.64 |
psi(.)p(.) | 468.02 | 24.11 | 0.00 | 2 | 0.55 | 0.41 | 0.68 |
模型平均 Model average | 0.55 | 0.46 | 0.64 | ||||
水鹿 Rusa unicolor | |||||||
psi(EL + AS + WA + ND)p(.) | 436.71 | 0.00 | 0.17 | 6 | 0.44 | 0.37 | 0.52 |
psi(EL + WA + RO + ND)p(.) | 436.95 | 0.24 | 0.15 | 6 | 0.44 | 0.36 | 0.51 |
psi(EL + WA + ND)p(.) | 437.27 | 0.55 | 0.13 | 5 | 0.44 | 0.37 | 0.52 |
psi(EL + AS + WA + RO + ND)p(.) | 437.62 | 0.90 | 0.11 | 7 | 0.44 | 0.36 | 0.52 |
psi(.)p(.) | 449.44 | 12.73 | 0.00 | 2 | 0.44 | 0.31 | 0.57 |
模型平均 Model average | 0.44 | 0.37 | 0.51 | ||||
扭角羚 Budorcas taxicolor | |||||||
psi(EL + SL + AS + RO)p(.) | 159.64 | 0.00 | 0.39 | 6 | 0.41 | 0.23 | 0.53 |
psi(.)p(.) | 171.95 | 12.31 | 0.00 | 2 | 0.28 | 0.15 | 0.45 |
中华斑羚 Naemorhedus griseus | |||||||
psi(EL + WA + ND)p(.) | 91.63 | 0.00 | 0.16 | 5 | 0.11 | 0.05 | 0.17 |
psi(WA + ND)p(.) | 91.84 | 0.02 | 0.15 | 4 | 0.11 | 0.05 | 0.17 |
psi(SL + WA + ND)p(.) | 93.15 | 1.52 | 0.08 | 5 | 0.11 | 0.05 | 0.17 |
psi(EL + SL + WA + ND)p(.) | 93.27 | 1.64 | 0.07 | 6 | 0.11 | 0.05 | 0.17 |
psi(AS + WA + ND)p(.) | 93.33 | 1.69 | 0.07 | 5 | 0.11 | 0.05 | 0.17 |
psi(EL + WA + RO + ND)p(.) | 93.34 | 1.70 | 0.07 | 6 | 0.11 | 0.05 | 0.17 |
psi(WA + RO + ND)p(.) | 93.38 | 1.75 | 0.07 | 5 | 0.11 | 0.05 | 0.17 |
psi(.)p(.) | 108.90 | 17.27 | 0.00 | 2 | 0.11 | 0.05 | 0.23 |
模型平均 Model average | 0.11 | 0.05 | 0.17 | ||||
小麂 Muntiacus reevesi | |||||||
psi(EL)p(.) | 72.78 | 0.00 | 0.11 | 3 | 0.05 | 0.05 | 0.07 |
psi(EL + ND)p(.) | 74.14 | 1.36 | 0.06 | 4 | 0.05 | 0.04 | 0.07 |
psi(.)p(.) | 74.47 | 1.69 | 0.05 | 2 | 0.05 | 0.02 | 0.15 |
psi(EL + RO)p(.) | 74.53 | 1.75 | 0.05 | 4 | 0.05 | 0.04 | 0.07 |
psi(EL + AS)p(.) | 74.64 | 1.86 | 0.04 | 4 | 0.05 | 0.04 | 0.07 |
psi(EL + SL)p(.) | 74.74 | 1.96 | 0.04 | 4 | 0.05 | 0.04 | 0.07 |
模型平均 Model average | 0.05 | 0.04 | 0.07 |
物种 Species | EL | SL | AS | WA | RO | ND |
---|---|---|---|---|---|---|
毛冠鹿 Elaphodus cephalophus | 0.47 | 0.09 | 0.06 | 0.07 | 0.05 | 0.06 |
野猪 Sus scrofa | 0.45 | 0.06 | 0.07 | 0.08 | 0.07 | 0.45 |
水鹿 Rusa unicolor | 0.56 | 0.00 | 0.28 | 0.56 | 0.26 | 0.56 |
扭角羚 Budorcas taxicolor | 0.39 | 0.39 | 0.39 | 0.00 | 0.39 | 0.00 |
中华斑羚 Naemorhedus griseus | 0.30 | 0.15 | 0.07 | 0.60 | 0.14 | 0.67 |
小麂 Muntiacus reevesi | 0.30 | 0.04 | 0.04 | 0.00 | 0.05 | 0.06 |
Table 2 Weights of the habitat covariates of six ungulates in the equivalent models (ΔAIC ≤ 2) listed in Table 1
物种 Species | EL | SL | AS | WA | RO | ND |
---|---|---|---|---|---|---|
毛冠鹿 Elaphodus cephalophus | 0.47 | 0.09 | 0.06 | 0.07 | 0.05 | 0.06 |
野猪 Sus scrofa | 0.45 | 0.06 | 0.07 | 0.08 | 0.07 | 0.45 |
水鹿 Rusa unicolor | 0.56 | 0.00 | 0.28 | 0.56 | 0.26 | 0.56 |
扭角羚 Budorcas taxicolor | 0.39 | 0.39 | 0.39 | 0.00 | 0.39 | 0.00 |
中华斑羚 Naemorhedus griseus | 0.30 | 0.15 | 0.07 | 0.60 | 0.14 | 0.67 |
小麂 Muntiacus reevesi | 0.30 | 0.04 | 0.04 | 0.00 | 0.05 | 0.06 |
协变量 Covariate | 毛冠鹿 Elaphodus cephalophus | 野猪 Sus scrofa | 水鹿 Rusa unicolor | 扭角羚 Budorcas taxicolor | 中华斑羚 Naemorhedus griseus | 小麂 Muntiacus reevesi |
---|---|---|---|---|---|---|
海拔 Elevation | -1.15 (0.41)* | -1.32 (0.70) | 1.45 (0.59)* | 24.16 (17.31) | -0.88 (1.59) | -1.94 (1.80) |
坡度 Slope | 0.06 (0.20) | 0.10 (0.36) | - | -1.97 (2.37) | 0.11 (0.41) | 0.01 (0.21) |
坡向 Aspect | -0.01 (0.12) | -0.22 (0.45) | 0.25 (0.39) | 11.17 (7.88) | -0.05 (0.28) | -0.03 (0.25) |
距水源距离 Distance to the source of water | 0.04 (0.18) | -0.76 (0.48) | -1.39 (0.50)** | - | -5.65 (3.07) | - |
距道路距离 Distance to the road | 0.01 (0.11) | -0.13 (0.40) | -0.21 (0.36) | 5.20 (3.88) | 0.07 (0.32) | -0.04 (0.29) |
归一化植被指数 Normalized difference vegetation index | 0.03 (0.17) | 2.84 (1.27)* | 1.32 (0.54)* | - | -5.22 (2.80) | 0.26 (1.13) |
Table 3 The average estimate and standard error of β coefficient values for the equivalent models (ΔAIC ≤ 2)
协变量 Covariate | 毛冠鹿 Elaphodus cephalophus | 野猪 Sus scrofa | 水鹿 Rusa unicolor | 扭角羚 Budorcas taxicolor | 中华斑羚 Naemorhedus griseus | 小麂 Muntiacus reevesi |
---|---|---|---|---|---|---|
海拔 Elevation | -1.15 (0.41)* | -1.32 (0.70) | 1.45 (0.59)* | 24.16 (17.31) | -0.88 (1.59) | -1.94 (1.80) |
坡度 Slope | 0.06 (0.20) | 0.10 (0.36) | - | -1.97 (2.37) | 0.11 (0.41) | 0.01 (0.21) |
坡向 Aspect | -0.01 (0.12) | -0.22 (0.45) | 0.25 (0.39) | 11.17 (7.88) | -0.05 (0.28) | -0.03 (0.25) |
距水源距离 Distance to the source of water | 0.04 (0.18) | -0.76 (0.48) | -1.39 (0.50)** | - | -5.65 (3.07) | - |
距道路距离 Distance to the road | 0.01 (0.11) | -0.13 (0.40) | -0.21 (0.36) | 5.20 (3.88) | 0.07 (0.32) | -0.04 (0.29) |
归一化植被指数 Normalized difference vegetation index | 0.03 (0.17) | 2.84 (1.27)* | 1.32 (0.54)* | - | -5.22 (2.80) | 0.26 (1.13) |
物种A-物种B Species A vs. species B | psiA (SE) | psiBA (SE) | psiBa (SE) |
---|---|---|---|
毛冠鹿-野猪 Elaphodus cephalophus vs. Sus scrofa | 0.74 (0.02) | 0.63 (0.05) | 0.50 (0.04) |
毛冠鹿-水鹿 Elaphodus cephalophus vs. Rusa unicolor | 0.64 (0.03) | 0.58 (0.06) | 0.36 (0.04) |
毛冠鹿-中华斑羚 Elaphodus cephalophus vs. Naemorhedus griseus | 0.74 (0.03) | 0.36 (0.02) | 0.33 (0.02) |
毛冠鹿-小麂 Elaphodus cephalophus vs. Muntiacus reeves | 0.62 (0.03) | 0.05 (0.02) | 0.03 (0.02) |
野猪-水鹿 Sus scrofa vs. Rusa unicolor | 0.73 (0.06) | 0.42 (0.05) | 0.30 (0.05) |
野猪-扭角羚 Sus scrofa vs. Budorcas taxicolor | 0.73 (0.06) | 0.40 (0.03) | 0.28 (0.03) |
野猪-中华斑羚 Sus scrofa vs. Naemorhedus griseus | 0.67 (0.06) | 0.20 (0.04) | 0.11 (0.03) |
野猪-小麂 Sus scrofa vs. Muntiacus reeves | 0.56 (0.05) | 0.05 (0.02) | 0.03 (0.02) |
水鹿-中华斑羚 Rusa unicolor vs. Naemorhedus griseus | 0.50 (0.04) | 0.35 (0.04) | 0.34 (0.04) |
水鹿-小麂 Rusa unicolor vs. Muntiacus reeves | 0.61 (0.04) | 0.19 (0.02) | 0.17 (0.03) |
扭角羚-中华斑羚 Budorcas taxicolor vs. Naemorhedus griseus | 0.48 (0.07) | 0.09 (0.04) | 0.05 (0.03) |
扭角羚-小麂 Budorcas taxicolor vs. Muntiacus reeves | 0.41 (0.06) | 0.05 (0.01) | 0.00 (0.00) |
中华斑羚-小麂 Naemorhedus griseus vs. Muntiacus reeves | 0.13 (0.03) | 0.06 (0.01) | 0.00 (0.00) |
Table 4 Interaction results of six ungulate species
物种A-物种B Species A vs. species B | psiA (SE) | psiBA (SE) | psiBa (SE) |
---|---|---|---|
毛冠鹿-野猪 Elaphodus cephalophus vs. Sus scrofa | 0.74 (0.02) | 0.63 (0.05) | 0.50 (0.04) |
毛冠鹿-水鹿 Elaphodus cephalophus vs. Rusa unicolor | 0.64 (0.03) | 0.58 (0.06) | 0.36 (0.04) |
毛冠鹿-中华斑羚 Elaphodus cephalophus vs. Naemorhedus griseus | 0.74 (0.03) | 0.36 (0.02) | 0.33 (0.02) |
毛冠鹿-小麂 Elaphodus cephalophus vs. Muntiacus reeves | 0.62 (0.03) | 0.05 (0.02) | 0.03 (0.02) |
野猪-水鹿 Sus scrofa vs. Rusa unicolor | 0.73 (0.06) | 0.42 (0.05) | 0.30 (0.05) |
野猪-扭角羚 Sus scrofa vs. Budorcas taxicolor | 0.73 (0.06) | 0.40 (0.03) | 0.28 (0.03) |
野猪-中华斑羚 Sus scrofa vs. Naemorhedus griseus | 0.67 (0.06) | 0.20 (0.04) | 0.11 (0.03) |
野猪-小麂 Sus scrofa vs. Muntiacus reeves | 0.56 (0.05) | 0.05 (0.02) | 0.03 (0.02) |
水鹿-中华斑羚 Rusa unicolor vs. Naemorhedus griseus | 0.50 (0.04) | 0.35 (0.04) | 0.34 (0.04) |
水鹿-小麂 Rusa unicolor vs. Muntiacus reeves | 0.61 (0.04) | 0.19 (0.02) | 0.17 (0.03) |
扭角羚-中华斑羚 Budorcas taxicolor vs. Naemorhedus griseus | 0.48 (0.07) | 0.09 (0.04) | 0.05 (0.03) |
扭角羚-小麂 Budorcas taxicolor vs. Muntiacus reeves | 0.41 (0.06) | 0.05 (0.01) | 0.00 (0.00) |
中华斑羚-小麂 Naemorhedus griseus vs. Muntiacus reeves | 0.13 (0.03) | 0.06 (0.01) | 0.00 (0.00) |
Fig. 2 Species interaction factors of six ungulates. SIF, Species interaction factors; BT-MR, Budorcas taxicolor vs. Muntiacus reeves; BT-NG, Budorcas taxicolor vs. Naemorhedus griseus; EC-NG, Elaphodus cephalophus vs. Naemorhedus griseus; EC-MR, Elaphodus cephalophus vs. Muntiacus reeves; EC-RU, Elaphodus cephalophus vs. Rusa unicolor; EC-SS, Elaphodus cephalophus vs. Sus scrofa; NG-MR, Naemorhedus griseus vs. Muntiacus reeves; RU-MR, Rusa unicolor vs. Muntiacus reeves; RU-NG, Rusa unicolor vs. Naemorhedus griseus; SS-BT, Sus scrofa vs. Budorcas taxicolor; SS-MR, Sus scrofa vs. Muntiacus reeves; SS-NG, Sus scrofa vs. Naemorhedus griseus; SS-RU, Sus scrofa vs. Rusa unicolor.
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