生态环境学报 ›› 2022, Vol. 31 ›› Issue (1): 79-88.DOI: 10.16258/j.cnki.1674-5906.2022.01.010
边振兴1(), 张宇飞1, 果晓玉1, 林琳1, 于淼2,*(
)
收稿日期:
2021-04-28
出版日期:
2022-01-18
发布日期:
2022-03-10
通讯作者:
*于淼,E-mail: 15702426228@163.com作者简介:
边振兴(1974年生),男,教授,博士,研究方向为耕地生态利用与保护、国土空间规划与生态修复等。E-mail: zhx-bian@syau.edu.cn
基金资助:
BIAN Zhenxing1(), ZHANG Yufei1, GUO Xiaoyu1, LIN Lin1, YU Miao2,*(
)
Received:
2021-04-28
Online:
2022-01-18
Published:
2022-03-10
摘要:
农业集约化导致景观破碎化、均质化程度加深。景观斑块的组成及合理布局带来的农业景观高异质性是维持区域生物多样性的关键。该文选择具有典型低山丘陵地貌的辽宁省建平县为研究区,在食物网水平上探究区域农业景观格局对生物多样性的影响。选取20个样区,在明晰区域景观特征、分析害虫-捕食性天敌食物网结构的基础上,采用回归分析和最优模型筛选确定景观指数与食物网参数之间的关系。结果表明,(1)互作丰度(IR)与景观面积(TA)、蔓延度指数(CONTAG)呈正比,而与香农均匀度指数(SHEI)呈反比。即景观优势斑块类型连接性越好,害虫-捕食性天敌食物网关系多样性也越高,结构就越复杂。(2)连接密度(LD)与香农多样性指数(SHDI)成正比,而与香农均匀度指数呈反比。即景观破碎化程度越低、景观多样性越高,单个物种对应的食物网连接数也越多。(3)连接性(Co)与最大斑块指数(LPI)呈反比,而与斑块结合指数(COHESION)呈正比。即不同斑块类型越聚集,连通性越高,食物网中天敌与害虫相互作用就越频繁。(4)普遍性(G)与斑块数量(NP)、香农均匀度指数呈反比,而与蔓延度指数、香农多样性指数呈正比。即斑块类型越丰富,数量较少时,天敌群落结构越复杂,多样化生境增加了食物网中捕食性天敌的猎物范围。(5)易损性(V)与香农均匀度指数呈正比。即农业景观中各类型斑块越均匀分布,天敌捕食行为发生几率也越高,平均每种猎物对应的天敌物种数也越多,导致害虫多样性降低。总体而言,农业景观异质性越高,该区域内害虫-捕食性天敌定性食物网结构越稳定。研究结果为今后从景观角度合理构建农业景观格局,提高生物控害作用提供理论依据。
中图分类号:
边振兴, 张宇飞, 果晓玉, 林琳, 于淼. 低山丘陵区农业景观格局对害虫-捕食性天敌食物网的影响[J]. 生态环境学报, 2022, 31(1): 79-88.
BIAN Zhenxing, ZHANG Yufei, GUO Xiaoyu, LIN Lin, YU Miao. Effects of Agricultural Landscape Patterns on the Food Web of Pests and Predatory Natural Enemies in Low Mountain and Hilly Areas[J]. Ecology and Environment, 2022, 31(1): 79-88.
编号 Number | 景观面积 TA | 斑块数量 NP | 最大斑块指数 LPI | 蔓延度指数 CONTAG | 斑块结合指数 COHESION | 香农多样性指数 SHDI | 香农均匀度指数 SHEI | 聚集度指数 AI | 斑块密度 PD | 景观形状指数 LSI |
---|---|---|---|---|---|---|---|---|---|---|
A1 | 22.175 | 99.000 | 35.143 | 66.716 | 99.247 | 1.402 | 0.609 | 97.540 | 446.459 | 7.818 |
A2 | 31.256 | 217.000 | 9.431 | 57.715 | 98.468 | 1.644 | 0.714 | 93.484 | 694.278 | 20.079 |
B1 | 11.925 | 120.000 | 12.122 | 53.585 | 98.168 | 2.035 | 0.819 | 94.207 | 1006.289 | 12.329 |
B2 | 23.905 | 252.000 | 11.476 | 58.771 | 98.297 | 1.810 | 0.706 | 93.381 | 1054.160 | 18.426 |
C | 5.273 | 26.000 | 34.447 | 61.637 | 98.982 | 1.395 | 0.671 | 95.582 | 493.050 | 6.819 |
D | 12.908 | 54.000 | 22.627 | 64.060 | 98.760 | 1.161 | 0.597 | 94.099 | 418.361 | 12.260 |
E | 20.270 | 186.000 | 23.289 | 62.242 | 97.812 | 1.307 | 0.629 | 92.985 | 917.603 | 17.451 |
F | 11.041 | 26.000 | 19.179 | 55.625 | 99.020 | 1.678 | 0.807 | 96.954 | 235.497 | 7.095 |
G1 | 59.299 | 168.000 | 12.863 | 69.972 | 98.959 | 1.267 | 0.529 | 96.760 | 283.312 | 14.353 |
G2 | 72.291 | 249.000 | 13.389 | 65.379 | 99.222 | 1.529 | 0.615 | 96.537 | 344.443 | 16.611 |
H | 39.700 | 242.000 | 11.866 | 63.461 | 98.906 | 1.438 | 0.624 | 95.283 | 609.567 | 16.608 |
I | 30.013 | 160.000 | 8.525 | 54.991 | 98.422 | 1.582 | 0.761 | 93.325 | 533.101 | 20.273 |
J | 11.178 | 42.000 | 31.425 | 68.299 | 99.151 | 1.148 | 0.552 | 96.387 | 375.731 | 7.845 |
K | 38.018 | 125.000 | 11.435 | 69.122 | 98.961 | 1.076 | 0.518 | 94.702 | 328.789 | 17.927 |
L | 15.128 | 245.000 | 7.531 | 56.502 | 97.665 | 1.444 | 0.657 | 87.857 | 1619.492 | 25.389 |
M | 15.638 | 68.000 | 16.591 | 53.163 | 98.746 | 1.824 | 0.830 | 94.922 | 434.841 | 12.144 |
N | 22.898 | 83.000 | 12.302 | 54.259 | 98.793 | 1.759 | 0.800 | 94.653 | 362.476 | 14.726 |
O | 23.305 | 240.000 | 13.917 | 64.084 | 98.446 | 1.315 | 0.599 | 94.107 | 1029.835 | 15.985 |
P | 15.257 | 91.000 | 32.462 | 62.201 | 98.814 | 1.253 | 0.644 | 95.062 | 596.436 | 11.363 |
Q | 7.265 | 48.000 | 21.617 | 54.953 | 98.196 | 1.621 | 0.780 | 94.440 | 660.693 | 9.275 |
表1 20个样区的景观格局指数
Table 1 Landscape pattern parameters of 20 sampling areas
编号 Number | 景观面积 TA | 斑块数量 NP | 最大斑块指数 LPI | 蔓延度指数 CONTAG | 斑块结合指数 COHESION | 香农多样性指数 SHDI | 香农均匀度指数 SHEI | 聚集度指数 AI | 斑块密度 PD | 景观形状指数 LSI |
---|---|---|---|---|---|---|---|---|---|---|
A1 | 22.175 | 99.000 | 35.143 | 66.716 | 99.247 | 1.402 | 0.609 | 97.540 | 446.459 | 7.818 |
A2 | 31.256 | 217.000 | 9.431 | 57.715 | 98.468 | 1.644 | 0.714 | 93.484 | 694.278 | 20.079 |
B1 | 11.925 | 120.000 | 12.122 | 53.585 | 98.168 | 2.035 | 0.819 | 94.207 | 1006.289 | 12.329 |
B2 | 23.905 | 252.000 | 11.476 | 58.771 | 98.297 | 1.810 | 0.706 | 93.381 | 1054.160 | 18.426 |
C | 5.273 | 26.000 | 34.447 | 61.637 | 98.982 | 1.395 | 0.671 | 95.582 | 493.050 | 6.819 |
D | 12.908 | 54.000 | 22.627 | 64.060 | 98.760 | 1.161 | 0.597 | 94.099 | 418.361 | 12.260 |
E | 20.270 | 186.000 | 23.289 | 62.242 | 97.812 | 1.307 | 0.629 | 92.985 | 917.603 | 17.451 |
F | 11.041 | 26.000 | 19.179 | 55.625 | 99.020 | 1.678 | 0.807 | 96.954 | 235.497 | 7.095 |
G1 | 59.299 | 168.000 | 12.863 | 69.972 | 98.959 | 1.267 | 0.529 | 96.760 | 283.312 | 14.353 |
G2 | 72.291 | 249.000 | 13.389 | 65.379 | 99.222 | 1.529 | 0.615 | 96.537 | 344.443 | 16.611 |
H | 39.700 | 242.000 | 11.866 | 63.461 | 98.906 | 1.438 | 0.624 | 95.283 | 609.567 | 16.608 |
I | 30.013 | 160.000 | 8.525 | 54.991 | 98.422 | 1.582 | 0.761 | 93.325 | 533.101 | 20.273 |
J | 11.178 | 42.000 | 31.425 | 68.299 | 99.151 | 1.148 | 0.552 | 96.387 | 375.731 | 7.845 |
K | 38.018 | 125.000 | 11.435 | 69.122 | 98.961 | 1.076 | 0.518 | 94.702 | 328.789 | 17.927 |
L | 15.128 | 245.000 | 7.531 | 56.502 | 97.665 | 1.444 | 0.657 | 87.857 | 1619.492 | 25.389 |
M | 15.638 | 68.000 | 16.591 | 53.163 | 98.746 | 1.824 | 0.830 | 94.922 | 434.841 | 12.144 |
N | 22.898 | 83.000 | 12.302 | 54.259 | 98.793 | 1.759 | 0.800 | 94.653 | 362.476 | 14.726 |
O | 23.305 | 240.000 | 13.917 | 64.084 | 98.446 | 1.315 | 0.599 | 94.107 | 1029.835 | 15.985 |
P | 15.257 | 91.000 | 32.462 | 62.201 | 98.814 | 1.253 | 0.644 | 95.062 | 596.436 | 11.363 |
Q | 7.265 | 48.000 | 21.617 | 54.953 | 98.196 | 1.621 | 0.780 | 94.440 | 660.693 | 9.275 |
食物网参数 Food web metrics | 计算方法 Calculation method | 指数意义 Meaning of metrics |
---|---|---|
互作丰度 Interaction richness | L | 反映食物网中发生天敌- 害虫相互作用的频繁程度 |
连接密度 Linkage density | L/S | 反映捕食作用范围的 广泛程度 |
连接性 Connectivity | L/S2 | 反映食物网结构复杂程度 |
普遍性 Generality | L/Senemy | 反映天敌多样性 |
易损性Vulnerability | L/Sprey | 反映害虫多样性 |
表2 食物网参数计算公式及意义
Table 2 Calculation formula and significance of food web parameters
食物网参数 Food web metrics | 计算方法 Calculation method | 指数意义 Meaning of metrics |
---|---|---|
互作丰度 Interaction richness | L | 反映食物网中发生天敌- 害虫相互作用的频繁程度 |
连接密度 Linkage density | L/S | 反映捕食作用范围的 广泛程度 |
连接性 Connectivity | L/S2 | 反映食物网结构复杂程度 |
普遍性 Generality | L/Senemy | 反映天敌多样性 |
易损性Vulnerability | L/Sprey | 反映害虫多样性 |
地表节肢动物类型 Soil arthropod type | 数量 Number | 优势度 Dominance | ||||
---|---|---|---|---|---|---|
昆虫纲 Insecta | 直翅目 Orthoptera | 蟋蟀科 Gryllidae | 黄脸油葫芦 Teleogryllus emma | 166 | + | |
蝗科 Acrididae | 笨蝗 Haplotropis brunneriana Saussure | 52 | + | |||
中华蚱蜢 Acrida cinerea | 5 | + | ||||
大垫尖翅蝗 Epacromius coerulipes | 307 | ++ | ||||
宽翅曲背 Pararcyptera microptera meridionalis | 76 | + | ||||
短星翅蝗 Calliptamus abbreviatus | 87 | + | ||||
辽宁金色蝗 Chrysacris | 1 | + | ||||
蝼蛄科Polygonaceae | 东方蝼蛄 Gryllotalpa orientalis Burmeister | 18 | + | |||
鞘翅目 Coleoptera | 步甲科 Carabidae | 中华婪步甲 Harpalus sinicus | 7151 | +++ | ||
麻青步甲 Chlaenius bonelli | 15 | + | ||||
蠋步甲 Dolichus halensis | 967 | ++ | ||||
大星步甲 Stellaterram cantharidas | 32 | + | ||||
彩角青步甲 Chlaenius variicornis Bates | 88 | + | ||||
金星步甲 Calosoma chinense | 45 | + | ||||
赤褐婪步甲 Harpalus simplicidens | 2396 | +++ | ||||
单齿婪步甲 Pseudoophonus simplicidens | 17 | + | ||||
毛婪步甲 Harpalus vicarious | 2 | + | ||||
艳步甲 Carabus lafossei coelestis Stew | 11 | + | ||||
麻步甲 Carabus brandti Faldermann | 6 | + | ||||
虎甲科 Cicindelidae | 细虎甲 Cicindela chinenesisr | 1 | + | |||
斜斑虎甲 Cicindela germanica | 12 | + | ||||
埋葬甲科 Staphylinoidea | 弯葬甲 Nicrophorus nepalensis Hope | 86 | + | |||
双斑葬甲 Ptomascopus plagiaeus | 1 | + | ||||
叶甲科 Chrysomeloidea | 双斑跗长萤叶甲 Monolepta hieroglyphica | 55 | + | |||
细盗隐翅虫 Paederus fuscipes Curtis | 26 | + | ||||
刺松隐翅虫 Staphylinidae | 22 | + | ||||
粪金龟科 Geotrupidae | 戴锤角粪金龟 Bolbotrypes davidis | 60 | + | |||
花金龟科 Cetoniidae | 白星花金龟 Protaetia brevitarsis | 1 | + | |||
鳃金龟科 Melolonthidae | 华阿鳃金龟 Holotrichia oblita | 1 | + | |||
蜉金龟科 Aphodiidae | 黑蜉金龟 AhodiusIre uiusculus | 115 | + | |||
瓢虫科 Coccinellidae | 异色瓢虫 Harmonia axyridis | 7 | + | |||
龟纹瓢虫 Propylaea japonica | 18 | + | ||||
双七瓢虫 Coccinella quatuordecimpustulata | 13 | + | ||||
天牛科 Cerambycidae | 大牙锯天牛 Dorysthcnes paradoxus | 1 | + | |||
曲纹花天牛 Leptura arcuata | 8 | + | ||||
鞘翅目幼虫 Coleoptera | 22 | + | ||||
半翅目 Hemiptera | 长蝽科 Lygaeidae | 角红长蝽 Lygaeus hanseni | 1 | + | ||
红蝽科 Pyrrhocoridae | 地红蝽 Pyrrhocoris tibialis | 20 | + | |||
猎蝽科 Falconidae | 红缘真猎 HarpactorrubromarginatusJakovlev | 6 | + | |||
姬蝽科 Nabidae | 暗色姬蝽 NabisstenoferusHsiao | 11 | + | |||
蝽科 Pentatomidae | 广二星蝽 Eysarcoris ventralis | 1 | + | |||
原扁蝽 Mezira poriaicolaLiu | 9 | + | ||||
飞虱科 Planthopper | 灰飞虱 Laodelphax striatellus | 1 | + | |||
革翅目 Dermaptera | 蠼螋科 Labiduridae | 蠼螋 Titanolabis colossea | 4 | + | ||
鳞翅目 Lepidoptera | 螟蛾科P yralidae 鳞翅目幼虫 Lepidoptera | 亚洲玉米螟 Ostrinia furnacalis | 24 | + | ||
39 | + | |||||
膜翅目 Hymenoptera | 叶蜂科 Tenthredinidae | 叶蜂 Tenthredinidae | 2 | + | ||
树蜂科 Siricidae | 烟扁角树蜂 Tremexfuscicornis | 3 | + | |||
蜜蜂科 Apidae | 中华土蜂 Scolia vittifrons Sau | 6 | + | |||
胡蜂科 Vespidae | 黄胡峰 Vespula vulgaris | 40 | + | |||
易黄胡峰 Vespulakoreensisobata | 25 | + | ||||
角马蜂 Pollstes okinawanasis Matsumura et Uchida | 174 | + | ||||
长脚胡蜂 Polistes fadwiges Dalla Torle | 9 | + | ||||
蚁科 Formicidae | 7227 | +++ | ||||
膜翅目幼虫 Hymenoptera | 17 | + | ||||
同翅目 Homoptera | 象蜡蝉科 Dictyopharidae | 中野象蜡蝉 Raivuna nakanonis | 2 | + | ||
叶蝉科 Cicadellidae | 稻叶蝉 Nephotettix cincticeps | 1 | + | |||
螳螂目 Mantis | 螳科 Mantodea | 薄翅螳 Mantis religiosa Linnaeus | 4 | + | ||
地表节肢动物类型 Soil arthropod type | 数量 Number | 优势度 Dominance | ||||
蛛形纲 Arachnoidea | 蜘蛛目 Aranae | 幽灵蛛科 Pholcidae | 315 | ++ | ||
皿蛛科 Linyphiidae | 17 | + | ||||
漏斗蛛科 Agelenidae | 11 | + | ||||
狼蛛科 Lycosidae | 192 | + | ||||
转蛛科 Trochanteriidae | 422 | ++ | ||||
栉足蛛科 Ctenidae | 546 | ++ | ||||
花皮蛛科 Sicariidae | 32 | + | ||||
逸蛛科 Zoropsidae | 4 | + | ||||
管网蛛科 Filistatidae | 13 | + | ||||
圆颚蛛科 Araneidae | 3 | + | ||||
弱蛛科 Leptonetidae | 7 | + | ||||
软甲纲Malacostraca | 等足目 Isopoda | 潮虫科 Onsicidae | 鼠妇 Armadillidium vulgare Latreille | 205 | + | |
总计 Sum | 21284 |
表3 地表节肢动物类型及数量统计
Table 3 Statistical table of types and numbers of soil arthropods
地表节肢动物类型 Soil arthropod type | 数量 Number | 优势度 Dominance | ||||
---|---|---|---|---|---|---|
昆虫纲 Insecta | 直翅目 Orthoptera | 蟋蟀科 Gryllidae | 黄脸油葫芦 Teleogryllus emma | 166 | + | |
蝗科 Acrididae | 笨蝗 Haplotropis brunneriana Saussure | 52 | + | |||
中华蚱蜢 Acrida cinerea | 5 | + | ||||
大垫尖翅蝗 Epacromius coerulipes | 307 | ++ | ||||
宽翅曲背 Pararcyptera microptera meridionalis | 76 | + | ||||
短星翅蝗 Calliptamus abbreviatus | 87 | + | ||||
辽宁金色蝗 Chrysacris | 1 | + | ||||
蝼蛄科Polygonaceae | 东方蝼蛄 Gryllotalpa orientalis Burmeister | 18 | + | |||
鞘翅目 Coleoptera | 步甲科 Carabidae | 中华婪步甲 Harpalus sinicus | 7151 | +++ | ||
麻青步甲 Chlaenius bonelli | 15 | + | ||||
蠋步甲 Dolichus halensis | 967 | ++ | ||||
大星步甲 Stellaterram cantharidas | 32 | + | ||||
彩角青步甲 Chlaenius variicornis Bates | 88 | + | ||||
金星步甲 Calosoma chinense | 45 | + | ||||
赤褐婪步甲 Harpalus simplicidens | 2396 | +++ | ||||
单齿婪步甲 Pseudoophonus simplicidens | 17 | + | ||||
毛婪步甲 Harpalus vicarious | 2 | + | ||||
艳步甲 Carabus lafossei coelestis Stew | 11 | + | ||||
麻步甲 Carabus brandti Faldermann | 6 | + | ||||
虎甲科 Cicindelidae | 细虎甲 Cicindela chinenesisr | 1 | + | |||
斜斑虎甲 Cicindela germanica | 12 | + | ||||
埋葬甲科 Staphylinoidea | 弯葬甲 Nicrophorus nepalensis Hope | 86 | + | |||
双斑葬甲 Ptomascopus plagiaeus | 1 | + | ||||
叶甲科 Chrysomeloidea | 双斑跗长萤叶甲 Monolepta hieroglyphica | 55 | + | |||
细盗隐翅虫 Paederus fuscipes Curtis | 26 | + | ||||
刺松隐翅虫 Staphylinidae | 22 | + | ||||
粪金龟科 Geotrupidae | 戴锤角粪金龟 Bolbotrypes davidis | 60 | + | |||
花金龟科 Cetoniidae | 白星花金龟 Protaetia brevitarsis | 1 | + | |||
鳃金龟科 Melolonthidae | 华阿鳃金龟 Holotrichia oblita | 1 | + | |||
蜉金龟科 Aphodiidae | 黑蜉金龟 AhodiusIre uiusculus | 115 | + | |||
瓢虫科 Coccinellidae | 异色瓢虫 Harmonia axyridis | 7 | + | |||
龟纹瓢虫 Propylaea japonica | 18 | + | ||||
双七瓢虫 Coccinella quatuordecimpustulata | 13 | + | ||||
天牛科 Cerambycidae | 大牙锯天牛 Dorysthcnes paradoxus | 1 | + | |||
曲纹花天牛 Leptura arcuata | 8 | + | ||||
鞘翅目幼虫 Coleoptera | 22 | + | ||||
半翅目 Hemiptera | 长蝽科 Lygaeidae | 角红长蝽 Lygaeus hanseni | 1 | + | ||
红蝽科 Pyrrhocoridae | 地红蝽 Pyrrhocoris tibialis | 20 | + | |||
猎蝽科 Falconidae | 红缘真猎 HarpactorrubromarginatusJakovlev | 6 | + | |||
姬蝽科 Nabidae | 暗色姬蝽 NabisstenoferusHsiao | 11 | + | |||
蝽科 Pentatomidae | 广二星蝽 Eysarcoris ventralis | 1 | + | |||
原扁蝽 Mezira poriaicolaLiu | 9 | + | ||||
飞虱科 Planthopper | 灰飞虱 Laodelphax striatellus | 1 | + | |||
革翅目 Dermaptera | 蠼螋科 Labiduridae | 蠼螋 Titanolabis colossea | 4 | + | ||
鳞翅目 Lepidoptera | 螟蛾科P yralidae 鳞翅目幼虫 Lepidoptera | 亚洲玉米螟 Ostrinia furnacalis | 24 | + | ||
39 | + | |||||
膜翅目 Hymenoptera | 叶蜂科 Tenthredinidae | 叶蜂 Tenthredinidae | 2 | + | ||
树蜂科 Siricidae | 烟扁角树蜂 Tremexfuscicornis | 3 | + | |||
蜜蜂科 Apidae | 中华土蜂 Scolia vittifrons Sau | 6 | + | |||
胡蜂科 Vespidae | 黄胡峰 Vespula vulgaris | 40 | + | |||
易黄胡峰 Vespulakoreensisobata | 25 | + | ||||
角马蜂 Pollstes okinawanasis Matsumura et Uchida | 174 | + | ||||
长脚胡蜂 Polistes fadwiges Dalla Torle | 9 | + | ||||
蚁科 Formicidae | 7227 | +++ | ||||
膜翅目幼虫 Hymenoptera | 17 | + | ||||
同翅目 Homoptera | 象蜡蝉科 Dictyopharidae | 中野象蜡蝉 Raivuna nakanonis | 2 | + | ||
叶蝉科 Cicadellidae | 稻叶蝉 Nephotettix cincticeps | 1 | + | |||
螳螂目 Mantis | 螳科 Mantodea | 薄翅螳 Mantis religiosa Linnaeus | 4 | + | ||
地表节肢动物类型 Soil arthropod type | 数量 Number | 优势度 Dominance | ||||
蛛形纲 Arachnoidea | 蜘蛛目 Aranae | 幽灵蛛科 Pholcidae | 315 | ++ | ||
皿蛛科 Linyphiidae | 17 | + | ||||
漏斗蛛科 Agelenidae | 11 | + | ||||
狼蛛科 Lycosidae | 192 | + | ||||
转蛛科 Trochanteriidae | 422 | ++ | ||||
栉足蛛科 Ctenidae | 546 | ++ | ||||
花皮蛛科 Sicariidae | 32 | + | ||||
逸蛛科 Zoropsidae | 4 | + | ||||
管网蛛科 Filistatidae | 13 | + | ||||
圆颚蛛科 Araneidae | 3 | + | ||||
弱蛛科 Leptonetidae | 7 | + | ||||
软甲纲Malacostraca | 等足目 Isopoda | 潮虫科 Onsicidae | 鼠妇 Armadillidium vulgare Latreille | 205 | + | |
总计 Sum | 21284 |
景观格局指数 Landscape pattern metrics | 食物网参数 Food web parameters | df1 | df2 | P | 效应 Effect |
---|---|---|---|---|---|
景观面积 Total landscape area | 互作丰度 | 1 | 18 | 0.032* | + |
连接密度 | 1 | 18 | 0.121 | - | |
连接性 | 1 | 18 | 0.535 | + | |
普遍性 | 1 | 18 | 0.118 | - | |
易损性 | 1 | 18 | 0.055 | - | |
斑块数量 Number of patches | 互作丰度 | 1 | 18 | 0.106 | - |
连接密度 | 1 | 18 | 0.092 | - | |
连接性 | 1 | 18 | 0.635 | - | |
普遍性 | 1 | 18 | 0.042* | - | |
易损性 | 1 | 18 | 0.186 | - | |
最大斑块指数 Largest patch index | 互作丰度 | 1 | 18 | 0.984 | + |
连接密度 | 1 | 18 | 0.824 | + | |
连接性 | 1 | 18 | 0.036* | - | |
普遍性 | 1 | 18 | 0.434 | + | |
易损性 | 1 | 18 | 0.045* | - | |
蔓延度指数 Contagion index | 互作丰度 | 1 | 18 | 0.0003** | + |
连接密度 | 1 | 18 | 0.001** | + | |
连接性 | 1 | 18 | 0.984 | + | |
普遍性 | 1 | 18 | 0.002** | + | |
易损性 | 1 | 18 | 0.003** | + | |
聚集度指数 Cohesion index | 互作丰度 | 1 | 18 | 0.668 | - |
连接密度 | 1 | 18 | 0.751 | - | |
连接性 | 1 | 18 | 0.012* | + | |
普遍性 | 1 | 18 | 0.382 | - | |
易损性 | 1 | 18 | 0.967 | - | |
香农多样性指数Shannon’s diversity index | 互作丰度 | 1 | 18 | 0.001** | + |
连接密度 | 1 | 18 | 0.003* | + | |
连接性 | 1 | 18 | 0.705 | + | |
普遍性 | 1 | 18 | 0.028* | + | |
易损性 | 1 | 18 | 0.002* | + | |
香农均匀度指数Shannon’s evenness index | 互作丰度 | 1 | 18 | 0.00002** | - |
连接密度 | 1 | 18 | 0.00048** | - | |
连接性 | 1 | 18 | 0.854 | + | |
普遍性 | 1 | 18 | 0.0003** | - | |
易损性 | 1 | 18 | 0.001** | + |
表4 不同景观格局指数对定性食物网参数影响的单变量回归分析结果
Table 4 Effects of landscape pattern parameters on qualitative food web parameters from univariate regression analysis of the tested maize fields
景观格局指数 Landscape pattern metrics | 食物网参数 Food web parameters | df1 | df2 | P | 效应 Effect |
---|---|---|---|---|---|
景观面积 Total landscape area | 互作丰度 | 1 | 18 | 0.032* | + |
连接密度 | 1 | 18 | 0.121 | - | |
连接性 | 1 | 18 | 0.535 | + | |
普遍性 | 1 | 18 | 0.118 | - | |
易损性 | 1 | 18 | 0.055 | - | |
斑块数量 Number of patches | 互作丰度 | 1 | 18 | 0.106 | - |
连接密度 | 1 | 18 | 0.092 | - | |
连接性 | 1 | 18 | 0.635 | - | |
普遍性 | 1 | 18 | 0.042* | - | |
易损性 | 1 | 18 | 0.186 | - | |
最大斑块指数 Largest patch index | 互作丰度 | 1 | 18 | 0.984 | + |
连接密度 | 1 | 18 | 0.824 | + | |
连接性 | 1 | 18 | 0.036* | - | |
普遍性 | 1 | 18 | 0.434 | + | |
易损性 | 1 | 18 | 0.045* | - | |
蔓延度指数 Contagion index | 互作丰度 | 1 | 18 | 0.0003** | + |
连接密度 | 1 | 18 | 0.001** | + | |
连接性 | 1 | 18 | 0.984 | + | |
普遍性 | 1 | 18 | 0.002** | + | |
易损性 | 1 | 18 | 0.003** | + | |
聚集度指数 Cohesion index | 互作丰度 | 1 | 18 | 0.668 | - |
连接密度 | 1 | 18 | 0.751 | - | |
连接性 | 1 | 18 | 0.012* | + | |
普遍性 | 1 | 18 | 0.382 | - | |
易损性 | 1 | 18 | 0.967 | - | |
香农多样性指数Shannon’s diversity index | 互作丰度 | 1 | 18 | 0.001** | + |
连接密度 | 1 | 18 | 0.003* | + | |
连接性 | 1 | 18 | 0.705 | + | |
普遍性 | 1 | 18 | 0.028* | + | |
易损性 | 1 | 18 | 0.002* | + | |
香农均匀度指数Shannon’s evenness index | 互作丰度 | 1 | 18 | 0.00002** | - |
连接密度 | 1 | 18 | 0.00048** | - | |
连接性 | 1 | 18 | 0.854 | + | |
普遍性 | 1 | 18 | 0.0003** | - | |
易损性 | 1 | 18 | 0.001** | + |
响应变量 Response Variables | 最优模型方程 The Best Model | 残差平方和 Sp2 | 样本量 Number of samples | 阶数 Ki | 校正的AIC值 AICc | 调整R2 Adjusted R2 |
---|---|---|---|---|---|---|
互作丰度 Interaction richness | L=b0+b1x1+b4x4+b7x7 | 5.198 | 20 | 5 | 44.967 | 0.718 |
连接密度 Linkage density | LD=b0+b6x6+b7x7 | 18.922 | 20 | 4 | 66.807 | 0.628 |
连接性 Connectivity | Co=b0+b3x3+b5x5 | 1.253 | 20 | 4 | 14.511 | 0.446 |
普遍性 Generality | G=b0+b2x2+b4x4+b6x6+b7x7 | 83.952 | 20 | 6 | 98.605 | 0.690 |
易损性 Vulnerability | V=b0+b7x7 | 136.738 | 20 | 3 | 106.361 | 0.488 |
表5 景观格局指数与定性食物网参数关系的多元回归分析及基于AICc准则的最优模型筛选结果
Table 5 Multivariate regression analysis and the best model selection to evaluate landscape effects on qualitative food web metrics in cron fields
响应变量 Response Variables | 最优模型方程 The Best Model | 残差平方和 Sp2 | 样本量 Number of samples | 阶数 Ki | 校正的AIC值 AICc | 调整R2 Adjusted R2 |
---|---|---|---|---|---|---|
互作丰度 Interaction richness | L=b0+b1x1+b4x4+b7x7 | 5.198 | 20 | 5 | 44.967 | 0.718 |
连接密度 Linkage density | LD=b0+b6x6+b7x7 | 18.922 | 20 | 4 | 66.807 | 0.628 |
连接性 Connectivity | Co=b0+b3x3+b5x5 | 1.253 | 20 | 4 | 14.511 | 0.446 |
普遍性 Generality | G=b0+b2x2+b4x4+b6x6+b7x7 | 83.952 | 20 | 6 | 98.605 | 0.690 |
易损性 Vulnerability | V=b0+b7x7 | 136.738 | 20 | 3 | 106.361 | 0.488 |
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