气候变化对鄱阳湖白鹤越冬种群数量变化的影响

分析了1983—2011年鄱阳湖国家级自然保护区越冬白鹤种群数量的年际变化趋势,检验了白鹤种群动态与繁殖地和越冬地气候变化的相关性,气候变量包括月平均气温、月平均最高气温、月平均最低气温和月降水量。研究结果表明,鄱阳湖国家级自然保护区内的白鹤年最大数量平均为(2 130±153)只,呈显著地线性增长趋势(R2=0.454,F=22.441,df=28,P=0.000),但年际波动较大。在越冬地,越冬当年10月、11月、12月的气候变量与白鹤种群数量没有显著的相关性,但越冬初期10月份和越冬后期翌年3月份的气温变量与第4年、第5年、第6年及第7年的白鹤种群数量存在显著的正相关,表明越冬地气候对白鹤种群大小的影响存在时滞效应。越冬初期和末期可能是白鹤补充能量的关键阶段,而且越冬初期的气候可能也与冬季食物的数量或质量相关,因此这两个阶段的适宜气温可能有利于个体尤其是幼鹤的存活,使更多的个体参加繁殖,由于白鹤的性成熟年龄在3—5a,因此其对白鹤种群增长的有利影响会在3a以后表现出来。白鹤种群数量变化与繁殖地繁殖期的降水量没有显著的相关性,而与7月份的气温变量存在显著的正相关。多元线性回归分析结果表明,6a前的10月份平均最低温度、2a前的10月最高温度及5a前的10月平均气温是白鹤种群数量变化的显著预测因子,共同解释了鄱阳湖国家级自然保护区白鹤种群数量变化的74.8%(F=23.807,df=27,P=0.000)。     

年龄、集群、生境及天气对鄱阳湖白鹤越冬期日间行为模式的影响

于2012年1—3月和2012年12—2013年3月,采用瞬时扫描法研究了鄱阳湖国家级自然保护区越冬白鹤(Grusleucogeranus)的昼间时间分配模式和日活动节律,分析了年龄、集群大小、生境类型和天气对白鹤越冬行为的影响。结果表明,白鹤越冬期的主要行为有觅食、警戒、理羽、游走、休息和争斗。其中,觅食是鄱阳湖越冬白鹤主要行为,占其昼间活动时间的82.94%;警戒占11.94%,理羽占3.52%,游走占1.88%,休息占0.15%,争斗占0.02%。白鹤在越冬期间的觅食、游走、休息和争斗行为存在明显的昼间节律性,其中游走、觅食和争斗行为在每天的上午和下午各存在1个高峰,休息行为在中午出现一个高峰;警戒和理羽行为则没有显著的昼间节律变化。年龄、集群大小、天气和生境对白鹤的越冬行为具有显著的影响:幼鹤取食的时间显著多于成鹤,而警戒时间则显著的小于成鹤;与家庭群中的个体相比,集体群中的个体取食和争斗时间显著增加,警戒时间显著减少;在天气晴朗时,白鹤的警戒时间显著大于阴天的警戒时间,取食时间则显著少于阴天时白鹤的取食时间;白鹤在大风天气显著增加理羽行为;在有雾的天气会显著增加取食时间,减少警戒时间。在草洲和浅水两种生境中,白鹤的游走和理羽行为存在显著差异,而觅食和警戒行为没有显著的差异,这可能源于草洲和浅水生境相互毗邻,并且具有相同程度的人为干扰。GLM分析结果表明,年龄和集群大小、年龄和生境、集群大小和天气、集群大小和生境、天气和生境对白鹤昼间时间分配模式的影响存在显著交互效应。     

黑龙江省长林岛和雁窝岛鹤类的最新消息

笔者于1999-05中旬对黑龙江省长林岛自然保护区和雁窝岛自然保护区进行了为期2周的调查。两个保护区均在三江平原腹地挠力河、七星河流域的宝清县境内,为同一块湿地且连成一片。长林岛自然保护区行政管理属黑龙江省农垦总局597农场,地理位置为132°42′～132°45′Ｅ,46°...     

江西鄱阳湖流域中华秋沙鸭越冬期间的集群特征

2010年11月—2011年3月,采用样线法对江西鄱阳湖流域8个河段的中华秋沙鸭Mergus squamatus的集群特征进行了研究。中华秋沙鸭的集群类型包括雄性群、雌性群、混合群、雌性孤鸭和雄性孤鸭5种类型。越冬期间共记录到89群次,432只次中华秋沙鸭。其中,混合群是最多的一种集群方式,孤鸭也是越冬期间出现频次较高的一种特殊的集群方式。集群类型存在时间变化(P<0.01)。混合群中,大多数群体中雌性个体数多于雄性个体或者是一雌一雄。89群次中,孤鸭和2—8只群占总群数的87.64%,提示中华秋沙鸭主要以集小群分散活动。中华秋沙鸭越冬期间的群体大小是(4.85±4.97)只/群。不同集群类型的群体大小差异较大。集群大小可能与采砂、捕鱼、食物的丰富度等环境因子有关。调查结果显示,中华秋沙鸭越冬期间的性比是1∶0.74(n=432)。中华秋沙鸭群体大小与性比有一定的关系。     

鄱阳湖鱼类多样性的时空变化特征研究

研究基于2010年4月、7月和2018年8月、2019年5月在鄱阳湖9个区域的鱼类多样性调查数据,分析鱼类物种多样性、功能多样性和分类差异指数的时空变化以及其与环境之间的关系,了解鄱阳湖近十年来鱼类群落多样性的时空变化特征。结果显示, 2010年和2018—2019年分别调查到鱼类74种和93种,群落结构差异显著(P<0.05),差异贡献率最高的物种为短颌鲚、似鳊、鲫、光泽黄颡鱼和鲤;水温、总悬浮物和叶绿素等环境因素具有显著的年际和季节差异(P<0.05)。与2010年相比, 2018—2019年鱼类物种多样性和功能多样性指数有一定增加,分类差异指数没有显著变化。分类差异指数的随机检验显示(Randomization test),与2010年相比, 2018—2019年位于95%概率置信范围下方的区域增加。水温、总悬浮物和叶绿素等环境因素对物种多样性、功能多样性和分类差异指数有显著的影响(P<0.05)。结果表明,近十年来,鄱阳湖鱼类群落结构发生明显改变,但是小型鱼类依旧是优势种,鱼类群落小型化明显,主要原因可能是过度捕捞的影响。同时,鄱阳湖的人类活动干扰增大,鄱阳县...     

贺兰山岩羊（Pseudois nayaur）集群特征的季节变化

2004年11月～2005年10月,在贺兰山对岩羊(Pseudois nayaur)的集群行为进行了研究,将其集群类型划分为雌性群、雄性群、雌雄群、母仔群、混合群和独羊6种类型.共观察到岩羊1 023群次,计4 866只次,平均群大小为(4.86±2.54)只,最大的群为51只,最小的为独羊.其中,母仔群459群(44.87%)为最多的集群类型,其余为混合群(20.72%)、雄性群(14.86%)、独羊(9.09%)、雌雄群(5.57%)、雌性群(4.89%).母仔群出现的频次在4个季节均最高,除母仔群外,春季雄性群出现的频次最高,而夏、秋、冬季都是混合群出现的频次最高,不同类型集群出现频次的季节间差异极显著.在4个季节中都以2～5只的群居多,其出现的频次占各季节群数50%以上,不同季节群大小差异极显著,而不同集群类型群大小季节间不存在显著差异.除独羊外,不同季节混合群大小差异极显著,母仔群、雌性群大小差异显著,而雄性群、雌雄群大小无显著差异.研究结果显示,贺兰山岩羊集小群是其显著特点,随着季节的变化,其集群类型、集群大小均会发生一定的变化.     

鄱阳湖围垦区藕塘生境小天鹅与白鹤的种间关系

鄱阳湖是小天鹅（Cygnus columbianus）和白鹤（Leucogeranus leucogeranus）极为重要的越冬地,它们均主要以沉水植物苦草（Vallisneriaspp.）冬芽为食,且通过觅食空间生态位分化减少种间竞争。近年来,鄱阳湖苦草冬芽锐减导致大量小天鹅和白鹤由自然生境转移到南昌五星白鹤保护小区的藕塘觅食。大量小天鹅和白鹤集中在小片藕塘觅食可能导致种间竞争强度增加。因此,本研究以五星白鹤保护小区藕塘为研究地点,于2021年11月10日至25日,采用瞬时扫描法和焦点动物法调查了藕塘与白鹤混群和不与白鹤混群时小天鹅的日间行为、单次取食时间和每分钟摄食成功频次,并采用单因素方差分析或Mann-WhitneyU检验对数据进行统计分析。结果表明,小天鹅日间行为主要以觅食（45.59%）、运动（17.05%）和休息（15.92%）为主。小天鹅和白鹤混群时的觅食行为比例和单次觅食时间显著高于不混群时,表明小天鹅主要通过增加觅食时间以应对种间竞争的负面影响,满足能量需求。小天鹅混群时的每分钟摄食成功频次显著高于不混群时,这可能是由于小天鹅通过摆动脚蹼或者扁平喙啄食的方式较难取食...     

两种鹤科动物MHC-Ⅰ基因高变区的对比分析

主要组织相容性复合体（MHC）是脊椎动物基因组中高度多态的基因家族,其编码产物在脊椎动物免疫系统中起着重要作用。受湿地生境污染和破坏等因素的影响,全球现存鹤科（Gruidae）动物大都已处于受胁状态。为了解鹤科动物MHC-I基因序列信息,本研究设计通用引物对灰鹤（Grus grus）和肉垂鹤（Bugeranus carunculatus）MHC-I基因进行分离。结果从1只灰鹤和1只肉垂鹤血液基因组中分别分离到2条和3条长约1 500 bp的序列片段,这暗示鹤科动物至少存在两个MHC-I基因座位。分离到的核苷酸序列均可翻译成正常的氨基酸,表明它们具有一定的生物学功能。MHC-I抗原结合区的核苷酸和氨基酸变异率,灰鹤分别为5.0%和9.6%,肉垂鹤为9.1%和14.6%。两种鹤抗原肽结合位点的非同义替代率与同义替代率的比值分别为7.348 8和2.145 2,表明其受到强烈的正选择作用。贝叶斯系统发生树显示,鹤科动物MHC-I基因并未按物种聚类,暗示MHC-I基因跨物种多态性的存在。本研究获得的MHC-I基因通用引物及序列信息,可为今后濒危鹤科动物的保护遗传学研究奠定基础。     

北京城市公园环境下自生植物物种组成及多样性时空特征

城市绿地中的人工栽培植物景观已造成资源消耗过高、景观同质化等一系列问题。随着人类生态意识的提高,城市中可自播繁衍、无需过多养护管理同时可发挥生态效益的自生植物引起了国内外的广泛关注,但以往研究主要以整个城市环境作为基底,针对其在城市绿地中的分布特征鲜有报道。为揭示城市绿地中自生植物的多样性特征及其分布的时空格局以指导低维护景观的营建,本研究以北京奥林匹克森林公园为例,采用网格布样法,于2015年生长季的3—11月对所有样点重复调研七次,运用多样性指数、群落聚类、Duncan检验等统计计算方法针对物种组成、群落多样性及群落分类进行了深入探讨。结果表明:全园自生植物丰富,共记录到32科98属128种,其中乡土植物占76.56%,外来植物占23.44%,入侵植物占12.50%。在物种组成的时间变化上,各月份记录到的物种数呈单峰型分布,8月末物种数达到峰值,为98种;菊科(Asteraceae)植物物种数在整个生长季显著高于其他科,外来植物物种数及其所占比例均在夏季达到最高。从空间格局看,路边和林地是样方数量最多的生境类型,所容纳的物种数也最多,分别为109和106种。自生植物群落多样性在10月初显著高于其他月份,其次是8月末、4月末和6月初;各生境下的群落多样性排序较为不稳定,分析认为这是由于各季节不同程度的外界干扰所致。依据物种优势度,自生植物群落共被划分成了42个群落组,各季节和各生境下有其特定优势种和群落组合,其中有9个群落组在春、夏、秋三季均有出现,且大多数群落组随着季节变化景观呈现出丰富的野趣效果。这些研究结果在未来低维护、具有较高生物多样性及地域性特色的可持续性城市绿地植被景观营造中具有重要的参考价值。     

鄱阳湖-珠湖浮游植物群落结构时空变化特征与环境因子的关系

珠湖是鄱阳湖唯一具有重要饮用水水源供水功能的大型子湖和国家水质良好湖泊,但长期以来对其浮游植物群落结构及其时空变化情况缺乏了解.为研究浮游植物在珠湖的空间分布特征及其与环境因子的关系,2018年1月、7月、12月在珠湖设置13个采样点开展浮游植物调查.三期调查共鉴定浮游植物79种,隶属于7门58属,绿藻门和蓝藻门种类最...     

Cryopreservation effects on sperm function and fertility in two threatened crane species

The capacity to cryopreserve semen from captive cranes facilitates production of offspring from behaviorally incompatible or geographically separated pairs, and allows for long-term preservation of valuable genetic materials. The present study sought to develop effective cryopreservation protocols for whooping (Grus americana) and white-naped (Grus vipio) cranes, through examining the influences of two permeating (DMA and Me₂SO) and one non-permeating (sucrose) cryoprotectants, as well as vitamin E on post-thaw sperm survival. In Study 1, ejaculates (whooping: n = 10, white-naped: n = 8) were collected and cryopreserved in one of six cryo-diluents (crane extender with: DMA; DMA+0.1M sucrose; Me₂SO; Me₂SO+0.1M sucrose; 0.1M sucrose; 0.2M sucrose) using a two-step cooling method. Frozen samples were thawed and assessed for overall motility, motion characteristics, membrane integrity, morphology, and ability to bind to the inner perivitelline membrane (IPVM). In Study 2, whooping crane ejaculates (n = 17) were frozen in crane extender containing Me₂SO alone or with vitamin E (5 μg/mL or 10 μg/mL). Frozen samples were thawed and assessed as in Study 1, except the binding assay. White-naped crane sperm were more tolerant to cryopreservation than whooping crane (15% vs 6% post-thawed motility). In both species, sperm cryopreserved in medium containing Me₂SO alone displayed higher post thaw survival and ability to bind to IPVM than the other cryodiluent treatments. Vitamin E supplementation exerted no benefits to post thaw motility or membrane integrity. The findings demonstrated that there was species specificity in the susceptibility to cryopreservation. Nevertheless, Me₂SO was a preferred cryoprotectant for sperm from both whooping and white-naped cranes.     

鄱阳湖越冬白鹤肠道微生物群落结构及功能预测分析

【目的】分析鄱阳湖越冬白鹤在人工生境中肠道微生物群落组成和代谢功能特征。【方法】利用16S rRNA基因高通量测序技术比较藕田和稻田2种不同人工生境鄱阳湖越冬白鹤肠道微生物群落组成和重建未观察到的状态(phylogenetic investigation of communities by reconstruction of unobserved states, PICRUSt)进行功能预测。【结果】稻田白鹤肠道微生物α多样性(Ace、Chao1、Shannon和Simpson指数)高于藕田白鹤,但未达到显著水平(P>0.05)。基于Binary-Jaccard距离矩阵的β多样性分析发现2种人工生境的白鹤肠道微生物群落结构差异显著(R²=0.312, P<0.05)。不同人工生境鄱阳湖越冬白鹤肠道微生物组成存在差异,藕田白鹤肠道微生物的优势菌属是土孢杆菌属、罗布西亚属和苏黎世杆菌属;稻田白鹤肠道微生物的优势菌属是乳酸杆菌属、里氏杆菌属和球菌属。线性判别分析[line discriminant analysis (LDA) effect size, LEfSe]分析发现乳杆菌科、乳酸杆菌属、苏黎世杆菌属等具有较强发酵代谢碳水化合物能力的微生物在2种人工生境下差异显著。PICRUSt功能预测表明鄱阳湖越冬白鹤肠道微生物与新陈代谢、基因信息处理、环境信息处理和人类疾病等功能相关,在level 1水平上,有5类代谢通路具有显著性差异(P<0.001)。【结论】两种人工生境中鄱阳湖越冬白鹤肠道微生物组成和群落特征差异较大,可能是由于同域觅食鸟类的种类、数量以及食物来源的不同。同时,PICRUSt功能预测揭示了不同人工生境中鄱阳湖越冬白鹤肠道微生物功能基因丰度的显著差异,表明白鹤可以通过调整自身肠道微生物组成来适应不同人工生境食物资源的变化带来的挑战。本研究对不同人工生境下白鹤肠道微生物的组成和功能潜力的研究结果可以为鄱阳湖越冬白鹤肠道微生物的研究提供一定依据,对于白鹤的保护和制定管理策略具有一定的参考价值和现实意义。     

Temporal and spatial changes in macrozoobenthos diversity in Poyang Lake Basin,China

Poyang Lake plays a significant role in maintaining and replenishing the macrozoobenthos biodiversity in the middle Yangtze River. However, due to human activities and natural factors, the habitat of Poyang Lake has been seriously degraded, resulting in a decline in macrozoobenthos biodiversity. Here, we analyzed the effect of human activity and environmental elements change on the diversity of macrozoobenthos based on a systematic investigation of Poyang Lake Basin in 2016–2017. The current species richness, density, and biomass of macrozoobenthos were lower than those in the historical period. At the same time, the community structure of the macrozoobenthos assemblage exhibits significant temporal and spatial differences. In addition, the spatial turnover component was the main contribution to beta diversity, which indicated that a number of protected areas would be necessary to conserve the biodiversity of macrozoobenthos. Water depth, dissolved oxygen, water velocity, and chlorophyll‐a were significantly correlated with macrozoobenthos distributions and assemblage structure based on RDA. These results indicated that human activities have seriously destroyed the macrozoobenthos habitat and led to the decline in macrozoobenthos diversity. Therefore, habitat restoration and the conservation of macrozoobenthos have become urgent in Poyang Lake Basin, and an integrated management plan should be developed and effectively implemented.     

鄱阳湖区稻田生境中灰鹤越冬行为的时间分配与觅食行为

2013年11月—2014年2月,采用瞬时扫描和焦点动物法研究了鄱阳湖区稻田生境中灰鹤越冬行为的时间分配、活动节律与觅食行为。结果显示,觅食(64.09%)行为所占比例最大,其次为警戒(15.97%)、飞行(8.67%)和修整(7.37%)行为。4种主要行为中,觅食行为时间分配随越冬前期(11月)、中期(12月—翌年1月)、后期(2月)逐渐增加,其余行为时间均逐渐减少。各环境因子对主要行为的影响存在显著交互效应,修整行为随各环境因子变化最为明显,日最低温度升高、日最高温度降低、日照长度增加及湿度降低都会使修整行为增加;日照长度增加和湿度降低时,觅食行为增加;日照长度增加时,警戒行为减少。环境因子对成鹤影响效果与总体相同。环境因子仅对幼鹤的觅食行为影响显著,即日照长度增加和湿度降低,幼鹤觅食行为增加。环境因子对行为的影响为非线性关系,致使其影响趋势在不同范围内有所变化。行为节律上,灰鹤昼间各时段觅食行为保持较高水平,觅食高峰出现在11:00—11:59和17:00—17:30。灰鹤觅食生境与其夜宿地分离,致其上午觅食高峰有所推后。幼鹤昼间各时段行为节律与成鹤有较大差异,且各时段觅食行为比例均高于成鹤。灰鹤越冬期在稻田生境的平均啄食频率为(32.06±0.47)次/min,平均步行频率为(6.55±0.35)步/min。啄食频率与步行频率呈极显著负相关。时段和集群类型对啄食频率的影响存在显著交互效应。稻田中食物资源的可利用性逐渐下降,灰鹤的啄食频率随时间逐渐降低,为保证越冬期间获取足够的能量供应,灰鹤采取逐渐增加步行频率和觅食时间的策略。有觅食间隔的抽样单元中,平均警戒次数为(1.37±0.04)次/单元,平均警戒持续时间为(6.02±0.37)s/单元。成鹤花费在警戒的时间多于幼鹤,家庭群中的个体警戒持续时间多于聚集群中的个体。     

Temporal and spatial variations of chemical oxygen demand in Lake Taihu,China, from 2005 to 2009

We undertook a study in Lake Taihu, China, from 2005 to 2009 including a total of 639 samples to determine: (i) the seasonal dynamics and spatial distribution of the chemical oxygen demand (COD) and (ii) the relationships between the COD concentration and the biochemical oxygen demand (BOD), phytoplankton pigment, total dissolved nitrogen (TDN), and total dissolved phosphorus (TDP) concentrations, as well as the chromophoric dissolved organic matter (CDOM) absorption coefficient. There were significant spatial differences in the COD concentration, which gradually decreased from Zhushan Bay in the northwest, to the north, the lake center, and the southeast of the lake. The COD concentration was significantly higher at near-shore sites than that at open water sites. The mean COD concentrations were significantly higher in the spring and summer than in the winter and autumn. The lowest annual mean COD concentration appeared in 2009, which could be attributed to improvements in water quality management and high rainfall. The COD concentrations in all four seasons were strongly correlated with phytoplankton pigment, suggesting that extracellular release of COD from phytoplankton was an important COD source. The correlation coefficients between the COD and phytoplankton pigment concentrations were higher in the spring, summer, and autumn than in the winter, showing a more important contribution of phytoplankton degradation to COD in the algal bloom season than in the non-algal bloom season. These new data on the temporal and spatial characteristics of the COD in Lake Taihu will be crucial for developing future strategies for water quality management.     

Temporal and spatial variations of stem CO2 efflux of three species in subtropical China

Aims Although stem CO₂ efflux is critical to ecosystem carbon and energy balance and its feedback to future climate change, little information is available on stem CO₂ efflux and its responses to temperature, especially in subtropical China. This study aims to (i) evaluate the temporal and spatial variations of stem CO₂ efflux of three species, including oak (Quercus acutissima Carr.), masson pine (Pinus massoniana Lamb.) and loblolly pine (Pinus taeda Linn.) in subtropical China and (ii) analyze the temperature sensitivity of stem CO₂ efflux in the three species based on 2-year field measurements.Methods We measured stem CO₂ efflux and stem temperature (at 3 cm depth) of the three species using the horizontally oriented soil chamber technique from September 2008 to August 2010. We also conducted a 24-h measurement to examine the diurnal variation of stem CO₂ efflux in three consecutive days in April 2009.Important findings The temporal dynamics of stem CO₂ efflux followed the change of the stem temperature in a 3-cm depth with a bell-shaped curve in the three species. Stem temperature explained 77–85% of the seasonal variations of stem CO₂ efflux over the entire study period in the three species. The temperature sensitivity (Q 10) of stem CO₂ efflux was obviously different among the three species with higher Q 10 value found in oak (2.24) and lower values in the coniferous species (1.76 and 1.63). Our results also showed that the Q 10 values of stem CO₂ efflux in all the three species were lower in the growing season than that in the non-growing season, indicating that the growth and maintenance respiration had different temperature responses. Moreover, we found that the temperature-normalized stem CO₂ efflux (R 10) changed greatly between the growing and non-growing seasons in oak and masson pine, but not in loblolly pine. Additionally, we also found that in the non-growing season, the principal factor responsible for the spatial variation of stem CO₂ efflux among the 15 sampling trees was sapwood volume, whereas in the growing season, stem CO₂ efflux was closely related to annual dry-matter production in the three subtropical species.     

华北地区土壤水分的时空变化特征

土壤水分是重要的水文参数,也是水循环、气候变化等研究的基本要素.本研究利用中国气象局新一代自动土壤水分观测网逐小时土壤水分观测数据,分析2013-2019年间华北地区土壤水分的时空分布和变化趋势及其与降水和温度的关系.结果 表明:研究期间,华北地区10～100 cm土层土壤水分整体呈波动下降趋势,尤以100 cm根区土...     

Temporal and spatial variations of aquatic environmental characteristics and sediment bacterial community in five regions of Lake Taihu

Sediment bacterial community and their relation with environmental factors were investigated in the five different trophic status lake regions sediment, Meiliang Bay, Wuli Lake, Gonghu Bay, Western Lake Taihu and Xukou Bay in a large, shallow, eutrophic freshwater lake (Lake Taihu, China). Water and surface sediment samples were collected at 35 sampling sites in January 2014 (winter) and July 2015 (summer). The physicochemical characterization showed that there were obvious changes in the trophic status and eutrophic index of five lake regions, which was mainly due to the difference of organic matter source. Based on the analysis of aquatic environmental characteristics, the organic nitrogen or nitrate nitrogen was the main storing form in the overlying water of five lake regions. In addition, nitrate nitrogen in pore water was lower than in overlying water, while ammonia nitrogen in pore water was higher than in overlying water. According to the DGGE profiles, temporal and spatial variations of bacterial community were apparent. Bacterial diversity was higher in summer than in winter and increased with the decrease in the lake region trophic status. The dendrogram of the bacterial community similarities revealed that samples were almost all grouped into two defined clusters (summer and winter), which indicated that season rather than region was the dominant factor. Canonical correspondence analysis demonstrated that ammonia nitrogen and nitrate–nitrite nitrogen in the sediment and pore water, organic matter and temperature significantly influenced the sediment bacterial community in the five lake regions.