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Residential green zones as additional habitats for mammals in a mountainous area around Beijing, China

ABSTRACT

Habitat loss and land use changes resulting from urbanization in residential communities are among the greatest threats to wild mammals. Identifying anthropogenic factors determining mammal diversity and composition can help coordinate socio-economic development with ecological conservation. In this study, we used transect surveys to compare the mammal assemblages near human-disturbed communities with those in the natural off-community area around Beijing, a major metropolis. We assessed the variables affecting the mammals’ presence using 19 environmental indicators. Of the twelve mammal species detected in the area, three vulnerable species have obtained legislative protection. In 58% of the observations, mammals were discovered around communities closer to croplands and located at slightly higher elevations with less vegetation, and these are the main environmental variables contributing to more mammals’ presences in the disturbed near-community area. The selection of croplands for the mammals in the suburb should be a trade-off between feeding benefits and predation risks, and with the rise of protection willingness, green zones near residential communities can serve as additional habitats for mammals facing the expansion of urbanization.

KEY WORDS:
Croplands; habitat selection; mammal assemblage; metropolis; urbanization

INTRODUCTION

Over half of the human population lives in suburban and urban areas, and as the proportion is expected to rise continuously, ecological sustainability is significant in implementing the 2030 Agenda for Sustainable Development and nature conservation (UN 2015UN (2015) Transforming our World: The 2030 Agenda for Sustainable Development A/RES/70/1. https://sdgs.un.org/publications/transforming-our-world-2030-agenda-sustainable-development-17981 [Accessed: 03/03/2024]
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). Urbanization and suburbanization, along with habitat loss and overexploitation, have threatened biodiversity, including mammals that are particularly vulnerable and sensitive to these disturbances, with some even facing extinction (Gilbert 2008Gilbert N (2008) A quarter of mammals face extinction. Nature 455(7214): 717-718. https://doi.org/10.1038/455717a
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). As a result of the higher temperature, dryness in the transitional area between disturbed anthropogenic remnants and intact natural habitats, mammals are particularly sensitive in the densely populated communities of suburbs that are subject to high levels of human disturbance (Brodie et al. 2015Brodie JF, Giordano AJ, Zipkin EF, Bernard H, Mohd-Azlan J, Ambu L (2015) Correlation and persistence of hunting and logging impacts on tropical rainforest mammals. Conservation Biology 29(1): 110-121. https://doi.org/10.1111/cobi.12389
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). An essential question is whether such disturbed remnants, including pastoral lands, croplands, and orchards, can support sustainable urbanization and human-wildlife coexistence. This may be helped by understanding the response of mammal assemblage to environmental changes under anthropogenic influences.

Habitat preferences can be regarded as a fine-grained theory of optimizing ecological needs for animals and the communities (Orians and Wittenberg 1991Orians GH, Wittenberg JF (1991) Spatial and temporal scales in habitat selection. American Naturist 137: 29-49. https://doi.org/10.1086/285138
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), and it is affected by trophic resources, shelters, intra- and inter- specific relations, and other environmental constraints (Rosenzweig 1991Rosenzweig ML (1991) Habitat selection and population interactions: the search for mechanism. American Naturist 137: 5-28. https://doi.org/10.1086/285137
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). The most threatened species are those specialists subjected the most to fragmentation and have small distributions and low proportions of suitable habitat within their ranges (Crooks et al. 2017Crooks KR, Burdett CL, Theobald DM, King SRB, Marco MD, Rondinini C, Boitani L (2017) Quantification of habitat fragmentation reveals extinction risk in terrestrial mammals. Proceedings of the National Academy of Sciences of The United States of America 114(29): 7635-7640. https://doi.org/10.1073/pnas.1705769114
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). Wu et al. (2020Wu JY, Wang J, Zhu YJ, Bu XL, Xiang RW, Lu QB, Cui SP, Hao YH, Sheng Y, Meng XX (2020) Summer habitat selection and impacts of human disturbance on leopard cats (Prionailurus bengalensis). Ecosystem Health and Sustainability 6(1): 1856630. https://doi.org/10.1080/20964129.2020.1856630
https://doi.org/10.1080/20964129.2020.18...
) reported that the leopard cat, Prionailurus bengalensis (Kerr, 1792), a threatened carnivore with rising attention in Beijing, preferred northern, flat slope habitats with less fallen-wood and shrub-dominated coverage to satisfy the need for food and shelters. Generalist mammals, most of which are not listed as protected species in laws and regulations, are supposed to have strong ecological adaptability, and temporal-spatial variability (Tilman 2004Tilman D (2004) Niche tradeoffs, neutrality, and community structure: A stochastic theory of resource competition, invasion, and community assembly. Proceedings of the National Academy of Sciences of The United States of America 101(30): 10854-10861. https://doi.org/10.1073/pnas.0403458101
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, Nordberg and Lin 2019Nordberg EJ, Lin S (2019) Reduced competition may allow generalist species to benefit from habitat homogenization. Journal of Applied Ecology 56(2): 305-318. https://doi.org/10.1111/1365-2664.13299
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). For instance, Asian badgers, Meles leucurus (Hodgson, 1847), one of the most common mammals in northern China, preferred to use gentle upper slopes with moist soil and good lee conditions, as an adaptation strategy to maximize their fitness in summer (Wang et al. 2021Wang J, Ji S, Wu J, Shrestha TK, Bu X, Zhu Y, Xiang R, Sheng Y, Meng X (2021) Away from the city: habitat selection of badgers in mountainous area around Beijing. Biologia 76: 1737-1746. https://doi.org/10.2478/s11756-020-00673-x
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). Generally, most previous studies analyzed the habitat preferences of a single species, and human disturbance was far less concerned (Goulart et al. 2009Goulart FVB, Caceres NC, Graipel ME, Tortato MA, Ghizoni IR Jr, Oliveira-Santosa LGR (2009) Habitat selection by large mammals in a southern Brazilian Atlantic forest. Mammalian Biology 74(3): 182-190. https://doi.org/10.1016/j.mambio.2009.02.006
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).

The mammal assemblage and habitats are undoubtedly impacted in the suburban region that is characterized by various anthropogenic activities, such as infrastructure development (e.g., roads, fences, tubes and ditches, electric towers), vehicle and traffic, irrigation, and plantation (de Lima et al. 2018de Lima DO, Lorini ML, Vieira MV (2018) Conservation of grasslands and savannas: A meta-analysis on mammalian responses to anthropogenic disturbance. Journal for Nature Conservation 45: 72-78. https://doi.org/10.1016/j.jnc.2018.08.008
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). Despite the negative consequences caused by road killers, movement barriers, traps, and hunting, the alterations in suburban ecosystem may benefit mammals, especially the generalist synanthropic species (Coffin 2007Coffin AW (2007) From roadkill to road ecology: a review of the ecological effects of roads. Journal of Transport Geography15(5): 396-406. https://doi.org/10.1016/j.jtrangeo.2006.11.006
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). Road surfaces can provide substrate for visual and olfactory marking, as supported by wolves, Canis lupus Linnaeus, 1758 depositing scats more often along roads (Barja et al. 2004Barja I, de Miguel FJ, Bárcena F (2004) The importance of crossroads in faecal marking behaviour of the wolves (Canis lupus). Naturwissenschaften 91(10): 489-492. https://doi.org/10.1007/s00114-004-0557-1
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). Plant communities along roads and cultivated land can produce higher quality foraging for mammals due to more sunlight exposure and fertilization (Rea 2003Rea RV (2003) Modifying roadside vegetation management practices to reduce vehicular collisions with moose Alces alces. Wildlife Biology 9(2): 81-91. https://doi.org/10.2981/wlb.2003.030
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). Besides, ditches, tubes, or abandoned barns have been reported as temporary or seasonal shelters for mammals to avoid extreme climatic conditions or predators (Hill et al. 2021Hill JE, Vault T, Belant JL (2021) A review of ecological factors promoting road use by mammals. Mammal Review 51(2): 214-227. https://doi.org/10.1111/mam.12222
https://doi.org/10.1111/mam.12222...
). Van Helden et al. (2020Van Helden B, Close PG, Stewart BA, Speldewinde PC, Comer SJ (2020) An underrated habitat: residential gardens support similar mammal assemblages to urban remnant vegetation. Biological Conservation 250: 108760. https://doi.org/10.1016/j.biocon.2020.108760
https://doi.org/10.1016/j.biocon.2020.10...
) reported a potential value of residential gardens supporting mammal assemblages, which supported that species diversity may be higher through increased habitat heterogeneity at the intermediate levels of urbanization (Corrado and Giuliano 2018Corrado B, Giuliano F (2018) Comparing disturbance and generalism in birds and mammals: a hump-shaped pattern. Basic and Applied Ecology 30: 96-99. https://doi.org/10.1016/j.baae.2018.04.004
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, Moi et al. 2020Moi DA, García-Ríos R, Zhu H, Daquila BV, Mormul RP (2020) Intermediate disturbance hypothesis in ecology: a literature review. Annales Zoologici Fennici 57: 67-78. https://doi.org/10.5735/086.057.0108
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). Therefore, identifying factors affecting mammals’ assemblage and habitat preferences under human disturbance can help reconcile wildlife conservation facing continuous land use change.

As China’s capital city, a notable feature of Beijing was its rapid expansion of human land use. Bu et al. (2021Bu XL, Wang J, Wu JY, Sun TF, Xiang RW, Lu QB, Hao YH, Cui SP, Sheng Y, Meng XX (2021) Mammal fauna and biodiversity in the northeastern Taihang Mountains. Biodiversity Science 29(3): 331-339. https://doi.org/10.17520/biods.2020081
https://doi.org/10.17520/biods.2020081...
) reported that the mammal diversity in the mountainous area around Beijing has been decreasing, and no wild population of Siberian musk deer, Moschus moschiferus Linnaeus, 1758 has been found since 2006. With the urbanization extrapolation of a capital-centered metropolis, the presence of mammals with various habitat preferences and resource requirements made the mountainous suburb area around Beijing an ideal area to test the relationship between mammal assemblage and environmental variables. In this study, we first assumed that environmental variables, as well as the mammal assemblage, changed with the intensity of anthropogenic activities. We, therefore, expected that there would be differences in the diversity and richness of mammals in green zones that are near and away from residential communities, which are noted for intense and widespread human activity. We tested it by assessing the mammal assemblage compositions both in green zones that are near and away from residential communities in the mountainous suburb around Beijing. We also hypothesized that a few key environmental variables, especially those related to human activities, dominated the habitat selection for both generalist and specialist mammals. To test it, we established an environmental evaluation index system consisting of biotic and abiotic variables, compared their variances in the two types of green zones, and then analyzed the determinants of mammal presence. Given that the suitable biotope for mammals may be shrinking, our results can not only deepen the understanding of the potential role of suburban residential communities in wildlife conservation and management, also help to find ways of mitigating the loss of mammals in sustainable urbanization and nature conservation.

MATERIAL AND METHODS

Study area

This study was conducted in the suburb area around Beijing, the capital city of China (36°0”N ~ 42°37”N; 113°04”E ~ 119°53”E). The 18,909 km2 region is contiguous with Hebei province and Tianjin city, and is a core part of the Coordinated Development of the Beijing-Tianjin-Hebei Region, one of China’s national development strategies.

The study region has a diverse topography, with lowlands in the southeast and highlands in the northwest (Fig. 1A). The Taihang and Yanshan Mountains are the major mountain ranges in this region, acting as natural barriers and having a significant impact on the climate and geography. There are also plateaus and plains, particularly the North China Plain, making the region suitable for agriculture and urban development, and the region is also dotted with rivers and lakes. Fruit trees and crops are planted on gully and alluvial platforms (Fig. 1B). The elevation ranges from about 5 m to 2000 m above sea level (a.s.l.). Affected by a temperate monsoon climate, this region is characterized by hot and humid summers, and cold and dry winters. The average temperature in summer ranges from 25-31 °C, while in winter it can drop to as low as -18 °C (National Bureau of Statistics of China 2019National Bureau of Statistics of China (2019) China Statistical Yearbook. China Statistical Publishing House, Beijing, 1017 pp.). Lying at an average elevation of 600 m a.s.l., this area is characterized by distinct vegetation vertical band. Evergreen broad-leaved forests and mild grasslands dominate the low-altitude regions, mixed broad-leaved forests and deciduous broad-leaved forests make up the intermediate altitude region, and cold temperate broad-leaved, deciduous, and coniferous forests make up the high-altitude regions (Fig. 1C).

Figure 1
Map of investigation locations within the suburb area surrounding Beijing between July and August 2019; (A) geographical location of the study area in China is shown in the sketch at the top left. The star represents the capital city of China, Beijing, and the grey shadow is the study area. Filled dots represent disturbed plots near human communities (≤1500 m), and blank dots are non-disturbed plots distant from human communities (>1500 m). 115 near-communities and 114 off-community plots were investigated. The elevation gradient change from high to low is represented by red-green colorbar; (B) a sample of the near-community plots; (C) a sample of the off-community plots; (D) a footprint of wild boar (Sus scrofa) was detected in a cornfield of (B); (E) faeces of leopard cat (Prionailurus bengalensis) were detected in a deciduous forest of (C).

Situated within a mountainous landscape, the study area supports a population of approximately 10 million people in over 2000 communities belonging to 21 counties and has a population density of around five persons per ha (National Bureau of Statistics of China 2019). Affected by nomadic culture in the north and farming culture in the central plains, ethnic minorities like the Manchu, Mongolian, and Hui have a long-dwelling history here, who have demonstrated a deep connection to nature and have protected it through traditional ecological knowledge (Huang 2011Huang H (2011) Plant diversity and conservation in China: planning a strategic bioresource for a sustainable future. Botanical Journal of the Linnean Society 166(3): 282-300. https://doi.org/10.1111/j.1095-8339.2011.01157.x
https://doi.org/10.1111/j.1095-8339.2011...
). Despite intensive urbanization, community-led conservation initiatives like forest management and sustainable farming have led to the existence of numerous green patches with varying topography, vegetation coverage, species composition, and anthropogenic disturbances in the region (Wang et al. 2021Wang J, Ji S, Wu J, Shrestha TK, Bu X, Zhu Y, Xiang R, Sheng Y, Meng X (2021) Away from the city: habitat selection of badgers in mountainous area around Beijing. Biologia 76: 1737-1746. https://doi.org/10.2478/s11756-020-00673-x
https://doi.org/10.2478/s11756-020-00673...
). Within these green zones, mammals such as Asian badgers, M. leucurus; wild boars, Sus scrofa Linnaeus, 1758; toli hares, Lepus tolai Pallas, 1778; and gorals, Naemorhedus griseus (Milne-Edwards, 1871) have been documented (Bu et al. 2021).

Field investigation

We used 1500 m to the nearest household as a benchmark for green zones that are near- and off-community to better identify the impacts of human residential communities on mammals. Given that anthropogenic activities, such as cropping, farming, logging, are typically next to settlements with a short distance (1000 m, 15 minutes walk), it seemed acceptable to infer that plots over 1500 m distant from the households should be natural green remnant with rare human activities.

To identify the richness and distribution of terrestrial mammals in the green zones, we investigated the mountainous area around Beijing by transect survey method in sunny days between July and August in 2019, given that the species’ detectability is higher in summertime with more food and water accessibility (Burt et al. 2021Burt C, Fritz H, Keith M, Guerbois C, Venter JA (2021) Assessing different methods for measuring mammal diversity in two southern African arid ecosystems. Mammal Research 66: 313-326. https://doi.org/10.1007/s13364-021-00562-x
https://doi.org/10.1007/s13364-021-00562...
). Because of the homogenized development in the urban circle, the residential size and socioeconomic situation among communities were similar, and we assumed no differences in the detectability of mammals distributed in the area. To avoid human accidentally injures in residential communities by traps, we did not set traps for rodents or shrews which cannot be readily identified by transect survey due to their behavior or size, so small mammals were not included in this survey. In consideration of the flourish vegetation in summer, each investigator surveyed the signs of mammals, such as direct observation, feces, setts, and footprints, within a 3 m visibility on the left and right. From 8:00 am to 16:00 pm, three investigators, trained for standardized measurement and investigation, walked side-by-side from a randomly selected household cultivated land, and perpendicular to the nearest mountain ridge for 3 km in length, so that various green zones along with the vertical gradient change can be equally thoroughly surveyed. The selected households were involved in 21 mountainous communities, and each transect was mutually separated by a minimum distance of 1500 m to avoid repeated recording or interaction effects (i.e., trans-lines movements of mammals) during the investigation. Furthermore, Higuchi (1996Higuchi H (1996) Conservation Biology. University of Tokyo Press, Tokyo, 264 pp.) suggested that the width of the activity area for animals was the diameter of the home range circle, and by studying the activity area of the documented species, the home range of mammals reported in the area varies between 5 and 225 ha (Bu et al. 2021Bu XL, Wang J, Wu JY, Sun TF, Xiang RW, Lu QB, Hao YH, Cui SP, Sheng Y, Meng XX (2021) Mammal fauna and biodiversity in the northeastern Taihang Mountains. Biodiversity Science 29(3): 331-339. https://doi.org/10.17520/biods.2020081
https://doi.org/10.17520/biods.2020081...
), approximately a circle with a diameter of 200~1500 m. By defining a minimum interval of 1500 m, the mammals were unlikely to move between the transects in a short time, so the pseudo-variance due to mammals’ activities can be avoided. As a result, ninety-two 18 m-wide transects with an elevation from 300 to 1500 m a.s.l. were investigated.

Once mammals traces were found, the investigator would identify the species from the list of all documented mammals in the region. All documented mammals were classified into generalist or specialist species from the perspectives of diet, habitat, behavior, reproduction, or competition (Pardini et al. 2009Pardini R, Faria D, Accacio GM, Laps RR, Mariano-Neto E, Paciencia MLB, Dixo M, Baumgarten J (2009) The challenge of maintaining Atlantic Forest biodiversity: a multi-taxa conservation assessment of specialist and generalist species in an agro-forestry mosaic in southern Bahia. Biological Conservation 142(6): 1178-1190. https://doi.org/10.1016/j.biocon.2009.02.010
https://doi.org/10.1016/j.biocon.2009.02...
, Michálek et al. 2017Michálek O, Petráková L, Pekár S (2017) Capture efficiency and trophic adaptations of a specialist and generalist predator: A comparison. Ecology and Evolution 7(8): 2756-2766. https://doi.org/10.1002/ece3.2812
https://doi.org/10.1002/ece3.2812...
), and the generalist species can survive and thrive in a wide range of habitats with broad diets and tolerate changes in their surroundings, while the specialist species can only thrive in a very specific set of conditions with a narrow diet and tend to be threatened by the changes. To describe the environmental characteristics, based on the previous studies of habitat selection of the mammals in that area, nineteen environmental variables were identified (Bu et al. 2021Bu XL, Wang J, Wu JY, Sun TF, Xiang RW, Lu QB, Hao YH, Cui SP, Sheng Y, Meng XX (2021) Mammal fauna and biodiversity in the northeastern Taihang Mountains. Biodiversity Science 29(3): 331-339. https://doi.org/10.17520/biods.2020081
https://doi.org/10.17520/biods.2020081...
, Wang et al. 2021Wang J, Ji S, Wu J, Shrestha TK, Bu X, Zhu Y, Xiang R, Sheng Y, Meng X (2021) Away from the city: habitat selection of badgers in mountainous area around Beijing. Biologia 76: 1737-1746. https://doi.org/10.2478/s11756-020-00673-x
https://doi.org/10.2478/s11756-020-00673...
). Wherever mammal traces were found, a 20 m × 20 m plot centered on the sign was set, and the same plots were also set at the start, middle and end of each transect, from which we collect environmental variables as described in Table 1. Five 4 m × 4 m small samples were set in the center and four corners of each plot to obtain the average (Wu et al. 2020Wu JY, Wang J, Zhu YJ, Bu XL, Xiang RW, Lu QB, Cui SP, Hao YH, Sheng Y, Meng XX (2020) Summer habitat selection and impacts of human disturbance on leopard cats (Prionailurus bengalensis). Ecosystem Health and Sustainability 6(1): 1856630. https://doi.org/10.1080/20964129.2020.1856630
https://doi.org/10.1080/20964129.2020.18...
). Finally, 229 plots were described by the environmental variables in Table 1.

Table 1
Definition and description of summer habitat factors for mammals’ presence in mountainous area around Beijing.

Thus, the investigated plots were divided into two groups, those situated near the household (≤1500 m, referred to as the “near-community” area), and those located at a distance from the household (>1500 m, referred to as the “off-community” area). Totally, we surveyed 115 near-communities plots and 114 off-community ones in the mountainous area surrounding Beijing for the presences of mammal species (Fig. 1).

Data analysis

We compared the assemblage composition and richness of mammals between disturbed near-community plots and natural off-community remnants using R 3.6.1. Mann-Whitney U Test was used to test the variances of traces’ records and the number of species, including specialist and generalist species, between near-community and off-community plots. Because the study contains geographical structure in the data, we consider the existence of spatial autocorrelation at p-value less than 0.05 (Pita et al. 2020Pita R, Morgado R, Moreira F, Mira A, Beja P (2020) Roads, forestry plantations and hedgerows affect badger occupancy in intensive Mediterranean farmland. Agriculture, Ecosystems & Environment 289: 106721. https://doi.org/10.1016/j.agee.2019.106721
https://doi.org/10.1016/j.agee.2019.1067...
), Morans’ I index was used to assess the plots spatial autocorrelation. The environmental variances between plots were analyzed according to data category, in which discrete variables were compared by χ2 test, while Mann-Whitney U Test was also adopted for continuous variables. The Spearman’s correlation was used to test to relationships among environmental variables, and partial correlations were used to select the necessary predictors into the regression model. Continuous data was standardized as a distribution with a mean of zero and a standard deviation of 1 by Z-score method, and step-wised binomial generalized linear models with logit-link were built to test how ecological factors influenced mammals’ presences. We used the “in” and “out” probabilities to select variables, and the significant fit goodness change indicated that the newly introduced variable could be an independent explanatory parameter (Hegyi and Garamszegi 2010Hegyi G, Garamszegi LZ (2010) Using information theory as a substitute for stepwise regression in ecology and behavior. Behavioral Ecology and Sociobiology 65: 69-76. https://doi.org/10.1007/s00265-010-1036-7
https://doi.org/10.1007/s00265-010-1036-...
). All p-value less than 0.05 were considered statistically significant.

RESULTS

Detected mammals

Throughout the summer, 12 mammal species were found in the Beijing suburbs, and no significant spatial autocorrelation was found among plots in mammal presences (Morans’ I index = -0.0024, z = 1.05, p = 0.29). These comprises three threatened species under national protection (the long-tailed goral, N. griseus; leopard cat, P. bengalensis; and rhesus monkey, Macaca mulatta (Zimmermann, 1780), and nine common species that are not listed in the national protection law (Fig. 1D; Table 2). The only record of rhesus monkey was in the off-community site and the only record of raccoon dog was in the near-community site. The most often detected generalist species was the northern hog badger, with 59.7% of its detections were in the near-community area. Twenty-seven traces of the endangered leopard cat were also found during the survey (Fig. 1E), and slightly more signs (52%) were found in the near-community area.

Fifty-eight percent of the records were detected in the near-community area. Significant differences were found between near-community plots and off-community ones regarding the number of mammal species (z = -2.641, p = 0.016) and generalist species (z = -2.362, p = 0.028), and the number of species were higher in near-community area. Though the detected records of mammals in the near-community area were also more than those in the off-community area, the difference was not significant (p = 0.11), neither was the number of specialist species (p = 0.11, Fig. 2).

Figure 2
Mean counts of detected trace records, mammal species, specialist species, and generalist species in disturbed near-community (grey) and non-disturbed off-community (black) area between July and August 2019 in the mountainous suburb area around Beijing. Significant differences (p < 0.05) are denoted by *. The bars represent standard error.

Table 2
Records of mammal traces detected in the near-community area and off-community area in the mountainous suburb around Beijing.

Environmental variances

The ecological variances between the human-disturbed near-community area and natural off-community area were mainly represented in six indicators, namely elevation (p < 0.001), fallings (p = 0.017), slope position (p = 0.001), concealment (p = 0.019), lee condition (p = 0.030) and distance to cropland (p < 0.001), a marginally significant difference was also found in the tree canopy (p = 0.051). In the survey, the near-community plots were characterized by significantly lower elevation, fewer fallings, upper slope position, non-ideal concealment, or lee condition, and closer to the cropland. Although insignificant at the 0.05 cut-off, the tree canopy in the off-community plots tended to be higher than in near-community plots (Table 3).

Table 3
Environmental variances (Mean ± S.E.) between near-community and off-community plots in the mountainous area around Beijing.

Ecological and anthropogenic factors influencing mammal presences

Mammals’ presences were directly correlated with elevation (r =0.270, p < 0.001), tree amount (r = -0.226, p = 0.001), distance to cropland (r = -0.143, p = 0.03), slope aspect (r = 0.145, p = 0.03), and concealment (r = 0.183, p = 0.006), which were also affected by other environmental variables. Significant correlations were found in latitude with slope inclination (p = 0.01), slop aspect (p = 0.037), concealment (p = 0.046); in four tree-related variables (tree canopy density, tree height, stumps and fallings, all p <0.05); in distance to cropland with tree canopy density (p = 0.021), fallings (p = 0.005), soil moisture degree (p < 0.001); in slope aspect with soil moisture degree (p = 0.04); in concealment with lee condition (p < 0.001). When controlling the correlated variables, slope aspect (p = 0.086), concealment (p = 0.18) were removed from the regression model. Thus, elevation, tree amount, ground plant coverage, and the distance to cropland were the four main determinants of mammal presences in the mountainous area around Beijing (Table 4). Mammal presences were positively influenced by elevation (βelevation = 0.633, p < 0.001) but negatively influenced by tree amount (βtree_amount = -0.541, p = 0.007) and ground plant coverage (βground_plant_coverage = -0.348, p = 0.028). Compared with the plots distant from croplands, mammals were more likely to use those near the cropland (βdistance_to_cropland_near = 1.426, p = 0.003, Table 4).

In terms of generalist species, their presences were positively influenced by the elevation (βelevation = 0.394, p = 0.015) and the distance to cropland (βdistance_to_cropland_near = 1.250, p = 0.016), and negatively by ground plant coverage (βground_plant_coverage = -0.332, p = 0.039). Specialist species were more likely to use the habitats with higher shrub canopy (βshrub_canopy = 0.900, p = 0.006) with thick, sturdy trees (βtree_DBH= 0.664, p = 0.001), and other factors negligibly influenced their presences (Table 4).

Table 4
Regression coefficient of selected ecological variables in the final model to predict mammal presences in the mountainous area around Beijing.

DISCUSSION

The assemblage of mammals near communities has been assumed to be characterized with less richness or diversity by changing landscape patterns resulting from anthropogenic activities (Mckinney 2006McKinney ML (2006) Urbanization as a major cause of biotic homogenization. Biological Conservation 127(3): 247-260. https://doi.org/10.1016/j.biocon.2005.09.005
https://doi.org/10.1016/j.biocon.2005.09...
, McCollister and van Manen 2010McCollister MF, van Manen FT (2010) Effectiveness of wildlife underpasses and fencing to reduce wildlife-vehicle collisions. Journal of Wildlife Management 74(8): 1722-1731. https://doi.org/10.2193/2009-535
https://doi.org/10.2193/2009-535...
), but there is a growing body of evidence demonstrating that communities in suburban areas may also serve as potential vegetation habitats, and provide more accessible resources for wildlife (Lerman et al. 2012Lerman SB, Turner VK, Bang C (2012) Homeowner associations as a vehicle for promoting native urban biodiversity. Ecology & Society 17(4): 45. https://doi.org/10.5751/ES-05175-170445
https://doi.org/10.5751/ES-05175-170445...
, van Helden et al. 2020Van Helden B, Close PG, Stewart BA, Speldewinde PC, Comer SJ (2020) An underrated habitat: residential gardens support similar mammal assemblages to urban remnant vegetation. Biological Conservation 250: 108760. https://doi.org/10.1016/j.biocon.2020.108760
https://doi.org/10.1016/j.biocon.2020.10...
). During the survey, we totally found 12 mammal species, including three threatened species, in the mountainous area around Beijing, and they all have been reported in previous studies (Wang et al. 2007Wang G, Jiang G, Zhou Y, Liu Q, Ji Y, Wang S, Chen S, Liu H (2007) Biodiversity conservation in a fast-growing metropolitan area in China: a case study of plant diversity in Beijing. Biodiversity and Conservation 16: 4025-4038. https://doi.org/10.1007/s10531-007-9205-3
https://doi.org/10.1007/s10531-007-9205-...
, Jiang et al. 2015Jiang ZG, Ma Y, Wu Y, Wang Y, Zhou K, Li S, Feng Z (2015) China’s mammal diversity and geographic distribution. China Science Press, Beijing, 400 pp., Liu et al. 2018Liu LL, Zhao YJ, Wang QC, Cui GF, Yang N, Zheng CY, Liu D (2018) Preliminary investigation of wildlife using camera traps along tourism routes in Beijing Baihua Mountain National Nature Reserve. Acta Ecologica Sinica 38(23): 8324-8335. https://doi.org/10.5846/stxb201709191671
https://doi.org/10.5846/stxb201709191671...
). Our investigation result accounts for a half of the mammal species in the whole Taihang mountain reported by Bu et al. (2021Bu XL, Wang J, Wu JY, Sun TF, Xiang RW, Lu QB, Hao YH, Cui SP, Sheng Y, Meng XX (2021) Mammal fauna and biodiversity in the northeastern Taihang Mountains. Biodiversity Science 29(3): 331-339. https://doi.org/10.17520/biods.2020081
https://doi.org/10.17520/biods.2020081...
). Though affected by the urbanization extrapolation of this capital-centered metropolis, the near-community area was clearly different from the natural remnants in off-community area in elevation, fallings, slope position, concealment, lee condition, and distance to cropland. Mammals were more likely to be recorded in the disturbed near-community habitats, especially for the generalist species, which verified our first expectation that mammal assemblage varied with the distances to residential communities.

Although no significant difference was found in the number of specialist species between near-community and off-community area, more traces of the endangered leopard cat were found in near-community area than those in off-community area. Consistent with our results, Wu et al. (2020Wu JY, Wang J, Zhu YJ, Bu XL, Xiang RW, Lu QB, Cui SP, Hao YH, Sheng Y, Meng XX (2020) Summer habitat selection and impacts of human disturbance on leopard cats (Prionailurus bengalensis). Ecosystem Health and Sustainability 6(1): 1856630. https://doi.org/10.1080/20964129.2020.1856630
https://doi.org/10.1080/20964129.2020.18...
) reported that leopard cats had a strong tendency to use habitats near human disturbance area with moderate levels of disturbance intensity. Generally, the higher mammal diversity of the near-community area in our study provided new evidence that an intermediate disturbance benefits local species diversity and maximizing coexistence (Moi et al. 2020Moi DA, García-Ríos R, Zhu H, Daquila BV, Mormul RP (2020) Intermediate disturbance hypothesis in ecology: a literature review. Annales Zoologici Fennici 57: 67-78. https://doi.org/10.5735/086.057.0108
https://doi.org/10.5735/086.057.0108...
), and it was not mutually exclusive with the intermediate disturbance hypothesis, which predicts that few species are able to compete successfully in habitats that experience little or no disturbance (Connell 1978Connell JH (1978) Diversity in tropical rainforests and coral reefs: high diversity of trees and corals is maintained only in a nonequilibrium state. Science 199: 1302-1310. https://doi.org/10.1126/science.199.4335.130
https://doi.org/10.1126/science.199.4335...
, Corrado and Giuliano 2018Corrado B, Giuliano F (2018) Comparing disturbance and generalism in birds and mammals: a hump-shaped pattern. Basic and Applied Ecology 30: 96-99. https://doi.org/10.1016/j.baae.2018.04.004
https://doi.org/10.1016/j.baae.2018.04.0...
).

Ecological demands such as food, suitable climate, shelter, and security influenced habitat selection, which in turn altered the existence, abundance, and assemblage of species (Orians and Wittenberg 1991Orians GH, Wittenberg JF (1991) Spatial and temporal scales in habitat selection. American Naturist 137: 29-49. https://doi.org/10.1086/285138
https://doi.org/10.1086/285138...
, Shilereyo et al. 2021Shilereyo MT, Magige FJ, Ogutu JO, Rskaft E (2021) Land use and habitat selection by small mammals in the Tanzanian greater Serengeti ecosystem. Global Ecology and Conservation 27: e01606. https://doi.org/10.1016/j.gecco.2021.e01606
https://doi.org/10.1016/j.gecco.2021.e01...
). As we secondly hypothesized, the number of animals and the ways in which mammals partitioned natural resources to secure their existences in the mountainous area around Beijing were determined by factors including elevation, tree amount, ground plant coverage, and distance to croplands. Mammals use microhabitats with different characteristics. More precisely, the presences of generalist and specialist species have different driving factors. For generalist species in mountainous area around Beijing, the determinants of presences were lower ground plant coverage, higher elevation, and the closer to cropland, which can be explained by their ability to thrive well in disturbed habitats and the ability to tolerate a wide range of habitats in the suburban ecosystem being often generalist feeders (Saeki et al. 2007Saeki M, Johnson PJ, MacDonald DW (2007) Movements and habitat selection of raccoon dogs (Nyctereutes procyonoides) in a mosaic landscape. Journal of Mammalogy 88(4): 1098-1111. https://doi.org/10.1644/06-MAMM-A-208R1.1
https://doi.org/10.1644/06-MAMM-A-208R1....
, Shilereyo et al. 2021Shilereyo MT, Magige FJ, Ogutu JO, Rskaft E (2021) Land use and habitat selection by small mammals in the Tanzanian greater Serengeti ecosystem. Global Ecology and Conservation 27: e01606. https://doi.org/10.1016/j.gecco.2021.e01606
https://doi.org/10.1016/j.gecco.2021.e01...
, Wang et al. 2021Wang J, Ji S, Wu J, Shrestha TK, Bu X, Zhu Y, Xiang R, Sheng Y, Meng X (2021) Away from the city: habitat selection of badgers in mountainous area around Beijing. Biologia 76: 1737-1746. https://doi.org/10.2478/s11756-020-00673-x
https://doi.org/10.2478/s11756-020-00673...
). As for the specialist species, the determining factors were higher tree DBH and shrub canopy. Sturdy trees can provide tree shelters for rhesus monkey (Xie et al. 2009Xie DM, Lu JQ, Lv JQ (2009) Winter habitat selection of rhesus macaques (Macaca mulatta tcheliensis) in Taihang mountains, Jiyuan, China. Acta Theriologica Sinica 29(3): 252-258. https://doi.org/10.3969/j.issn.1000-1050.2009.03.004
https://doi.org/10.3969/j.issn.1000-1050...
), and provide shade for leopard cat (Wu et al. 2020Wu JY, Wang J, Zhu YJ, Bu XL, Xiang RW, Lu QB, Cui SP, Hao YH, Sheng Y, Meng XX (2020) Summer habitat selection and impacts of human disturbance on leopard cats (Prionailurus bengalensis). Ecosystem Health and Sustainability 6(1): 1856630. https://doi.org/10.1080/20964129.2020.1856630
https://doi.org/10.1080/20964129.2020.18...
) and long-tailed goral (Park and Hong 2021Park HB, Hong S (2021) Habitat characteristics coincidence of dead and living long-tailed gorals (Naemorhedus caudatus) according to extreme snowfall. Animals 11(4): 997. https://doi.org/10.3390/ani11040997
https://doi.org/10.3390/ani11040997...
). Besides, as attractive food resources, rodents and berries are more abundant in the area with high shrub canopy, providing hiding and fleeing conditions when they encounter predators (Shilereyo et al. 2021Shilereyo MT, Magige FJ, Ogutu JO, Rskaft E (2021) Land use and habitat selection by small mammals in the Tanzanian greater Serengeti ecosystem. Global Ecology and Conservation 27: e01606. https://doi.org/10.1016/j.gecco.2021.e01606
https://doi.org/10.1016/j.gecco.2021.e01...
, Wang et al. 2021Wang J, Ji S, Wu J, Shrestha TK, Bu X, Zhu Y, Xiang R, Sheng Y, Meng X (2021) Away from the city: habitat selection of badgers in mountainous area around Beijing. Biologia 76: 1737-1746. https://doi.org/10.2478/s11756-020-00673-x
https://doi.org/10.2478/s11756-020-00673...
).

Affected by the sub-humid continental monsoon in the temperate region, the summer time in the mountainous area around Beijing is also the season with the highest food availability, including earthworms, insects, and berries for small omnivorous species such as Asian badger, Northern hog badger, and rock squirrel (Kaneko et al. 2006Kaneko Y, Maruyama N, Macdonald DW (2006) Food habits and habitat selection of suburban badgers (Meles meles) in Japan. Journal of Zoology 270(1): 78-89., Liu et al. 2012Liu F, Li DQ, Wu JG (2012) Using infra-red cameras to survey wildlife in Beijing Songshan national nature reserve. Acta Ecologica Sinica 32(3): 730-739. https://doi.org/10.5846/stxb201109071312
https://doi.org/10.5846/stxb201109071312...
), herbs and leaves for herbivorous species such as long-tailed goral (Cho et al. 2016Cho C, Kim K, Kwon G (2016) Habitat altitude and home range of the endangered long-tailed goral (Naemorhedus caudatus): seasonal and monthly home range and altitude change. Mammalia 80(5): 481-489. https://doi.org/10.1515/mammalia-2015-0024
https://doi.org/10.1515/mammalia-2015-00...
), and rodents for carnivores such as leopard cat (Wu et al. 2020Wu JY, Wang J, Zhu YJ, Bu XL, Xiang RW, Lu QB, Cui SP, Hao YH, Sheng Y, Meng XX (2020) Summer habitat selection and impacts of human disturbance on leopard cats (Prionailurus bengalensis). Ecosystem Health and Sustainability 6(1): 1856630. https://doi.org/10.1080/20964129.2020.1856630
https://doi.org/10.1080/20964129.2020.18...
). The lower canopy and more solar radiation in the selected habitats with fewer trees provide more space for shrubs and higher productivity of berries, further attracting small rodents and their predators. This may also be a safety strategy of having an open-area view and escaping predation in advance, which is not mutually exclusive with hinder species using the dense forest to conceal their movements (Goulart et al. 2009Goulart FVB, Caceres NC, Graipel ME, Tortato MA, Ghizoni IR Jr, Oliveira-Santosa LGR (2009) Habitat selection by large mammals in a southern Brazilian Atlantic forest. Mammalian Biology 74(3): 182-190. https://doi.org/10.1016/j.mambio.2009.02.006
https://doi.org/10.1016/j.mambio.2009.02...
). In the near-community area, though opposite with natural remnants distant from communities, the traits of upper slope position, less satisfied concealment, lee condition, or tree canopy also support this “lookout” safety strategy.

High temperature is one of the significant environmental constraints for mammals in summer. The higher elevation preference of mammals in our study portrays a strategy to adapt to temperature during the season and hence an adaptation to summer climatic conditions, which accords with previous studies on seasonal habitat utilization of mammals (Novillo et al. 2017Novillo A, Cuevas MF, Ojeda AA, Ovejero R, Torres M, Eugenia M, Ojeda RA (2017) Habitat selection and coexistence in small mammals of the southern Andean foothills (Argentina). Mammal Research 62: 219-227. https://doi.org/10.1007/s13364-017-0309-1
https://doi.org/10.1007/s13364-017-0309-...
, Diriba et al. 2020Diriba G, Tamene S, Mengesha G, Asefa A (2020) Diversity of medium and large mammals in the Loka Abaya national park, southern Ethiopia. Ecology and Evolution 10(18): 9896-9905. https://doi.org/10.1002/ece3.6649
https://doi.org/10.1002/ece3.6649...
). Likewise, mammals in the mountainous area around Beijing have been reported to select the higher elevation microhabitats to cope with summer heat (Wang et al. 2021Wang J, Ji S, Wu J, Shrestha TK, Bu X, Zhu Y, Xiang R, Sheng Y, Meng X (2021) Away from the city: habitat selection of badgers in mountainous area around Beijing. Biologia 76: 1737-1746. https://doi.org/10.2478/s11756-020-00673-x
https://doi.org/10.2478/s11756-020-00673...
). Driven by the gradual temperature decline in higher-altitude habitats, mammals were less exposed to solar radiation. They benefited from the cooler climatic conditions to avoid the heat, which reduces energy consumption for body temperature maintenance to maximize climatic suitability.

Most species in the study area are ground dwellers, who spend a considerable amount of time on ground activities, including digging, scraping, trampling, and others, which can easily destroy topsoil nearby, and these harm the growth of ground plants and lead to a lower ground plant coverage. Though mammal urine and feces are important nutrients and vehicles for seed dispersion when looking at a longer-term context, they may etch ground plants directly (Wang et al. 2021Wang J, Ji S, Wu J, Shrestha TK, Bu X, Zhu Y, Xiang R, Sheng Y, Meng X (2021) Away from the city: habitat selection of badgers in mountainous area around Beijing. Biologia 76: 1737-1746. https://doi.org/10.2478/s11756-020-00673-x
https://doi.org/10.2478/s11756-020-00673...
). On the other hand, the habitat preferences on green zones with less ground plant coverage may also be an approach to shelters. Lower ground plant coverage contributes to rock erosion, creating natural setts, caves, and crevices. The smaller of these geographical structures can collect precipitation and store excess water for use as water sources during the summer monsoon, explaining the unexpected nonsignificant role of distance to water to some extent. While the larger ones provide opportunities for mammals to conceal and rest, which have been reported in mammals (Hadjisterkotis and Reese 2008Hadjisterkotis E, Reese DS (2008) Considerations on the potential use of cliffs and caves by the extinct endemic late Pleistocene hippopotami and elephants of Cyprus. European Journal of Wildlife Research 54: 122-133. https://doi.org/10.1007/s10344-007-0121-3
https://doi.org/10.1007/s10344-007-0121-...
, de Pinho et al. 2017de Pinho FF, Ferreira GB, Paglia AP (2017) Influence of vegetation physiognomy, elevation and fire frequency on medium and large mammals in two protected areas of the Espinhaço Range. Zoologia 34: e11921. https://doi.org/10.3897/zoologia.34.e11921
https://doi.org/10.3897/zoologia.34.e119...
).

Contrary to studies reporting that many species apparently avoid the pastoral or agricultural lands, especially the habitat specialists preferring intact and less disturbed habitats (McPeek 1996McPeek MA (1996) Trade-offs, food web structure, and the coexistence of habitat specialists and generalists. American Naturist 148: 124-138. https://doi.org/10.1086/285906
https://doi.org/10.1086/285906...
), our results showed that mammals in the mountainous area around Beijing tended to use croplands close to residential community, especially for the generalist species. The cultivated land surface covered with soft and moist ground is ideal habitat for insects and worms, which enrich the food sources for mammals (Seaki et al. 2007Saeki M, Johnson PJ, MacDonald DW (2007) Movements and habitat selection of raccoon dogs (Nyctereutes procyonoides) in a mosaic landscape. Journal of Mammalogy 88(4): 1098-1111. https://doi.org/10.1644/06-MAMM-A-208R1.1
https://doi.org/10.1644/06-MAMM-A-208R1....
, Ramesh and Downs 2015Ramesh T, Downs C (2015) Impact of land use on occupancy and abundance of terrestrial mammals in the Drakensberg Midlands, South Africa. Journal for Nature Conservation 23: 9-18. https://doi.org/10.1016/j.jnc.2014.12.001
https://doi.org/10.1016/j.jnc.2014.12.00...
). Besides, policy development, public awareness and community involvement benefit building local support to conserve mammal diversity (Jiang et al. 2015Jiang ZG, Ma Y, Wu Y, Wang Y, Zhou K, Li S, Feng Z (2015) China’s mammal diversity and geographic distribution. China Science Press, Beijing, 400 pp.). With the enforcement of wildlife conservation law in China since 2017, and improvement of ecological compensation system (Du et al. 2023Du H, Zhao L, Zhang P, Li J, Yu S (2023) Ecological compensation in the Beijing-Tianjin-Hebei region based on ecosystem services flow. Journal of Environmental Management 331: 117230. https://doi.org/10.1016/j.jenvman.2023.117230
https://doi.org/10.1016/j.jenvman.2023.1...
), as well as the widespread of traditional ecological knowledge in minority cultures (i.e., Asian badgers called “huan” in Chinese with the meaning of happiness, and hunting “huan” can be regarded as destroying happiness in the traditional culture), the rising protection awareness of residents furtherly decreased the risks of using croplands for mammals.

Survey attempts and typical flaws impacted the species observed outcome, making it difficult to detect the existence of some species (Chao et al. 2014Chao A, Gotelli NJ, Hsieh TC, Sander EL, Ma KH, Colwell RK, Ellison AM (2014) Rarefaction and extrapolation with Hill numbers: A framework for sampling and estimation in species diversity studies. Ecological Monographs 84(1): 45-67. https://doi.org/10.1890/13-0133.1
https://doi.org/10.1890/13-0133.1...
). Although a half of the mammal species documented (Bu et al. 2021Bu XL, Wang J, Wu JY, Sun TF, Xiang RW, Lu QB, Hao YH, Cui SP, Sheng Y, Meng XX (2021) Mammal fauna and biodiversity in the northeastern Taihang Mountains. Biodiversity Science 29(3): 331-339. https://doi.org/10.17520/biods.2020081
https://doi.org/10.17520/biods.2020081...
) were detected during our two-months summer line-transects survey, the limited survey time and visibility resulted in imperfect observations, like rodents and nocturnal species were not considered in the investigation. Besides, thorough data collected from residential communities using a well-crafted questionnaire enhances analysis and comprehension of the protection awareness of residents in mountainous area around Beijing, which was not performed in our study. Thus, we recommend that further seasonal long-time research by other approaches like infrared camera and community interviews, incorporating other variables such as intraspecies relationship, climatic adaptation, mammals’ activity pattern, need to be assessed.

Final remarks

Mammal assemblage in the near-community area had a higher diversity and richness than in the off-community area in the mountainous area around Beijing, reflecting a tradeoff between animals’ physiological benefits (e.g., food accessibility) and the predation risks (e.g., hunting mortality) to maximize the individuals’ fitness. With increasing protection awareness, more suitable environmental conditions in food and shelter accessibility, and limiting development activities at higher elevations, the green zones near residential communities can be managed in a manner that enhances wildlife population and serves as additional temporary refuges and remnants for mammals.

ACKNOWLEDGEMENTS

The authors wish to acknowledge the ecological group in RUC for the hard work in field investigation. This research was funded by Nature Science Foundation of China (32200402, 32170489, 32211530443), Science and Technology Commission of Shanghai Municipality (22YF1415500). We thank reviewers for their constructive comments and suggestions.

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ADDITIONAL NOTES

  • ZooBank register

    https://zoobank.org/236741D2-1962-4F88-9CE1-8B622AB1FC58
  • How to cite this article

    Wang J, Weladji RB, Meng X (2024) Residential green zones as additional habitats for mammals in a mountainous area around Beijing, China. Zoologia 41: e23055. https://doi.org/10.1590/S1984-4689.v41.e23055
  • Published by

    Sociedade Brasileira de Zoologia at Scientific Electronic Library Online (https://www.scielo.br/zool)

Edited by

Editorial responsibility

José Anderson Feijó

Publication Dates

  • Publication in this collection
    29 Apr 2024
  • Date of issue
    2024

History

  • Received
    25 Aug 2023
  • Accepted
    25 Jan 2024
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