基于XGBoost算法的草甸地上生物量的高光谱遥感反演

准确、高效获取草甸地上生物量信息,对牧区农牧业生产、草地资源管理、牧草可持续利用具有重要意义。本研究基于实地采集的牧草冠层光谱反射率及同期获取的地上生物量数据,运用互信息法分别分析了微分光谱、优化植被指数与草甸地上生物量的相关性,进一步构建了极限梯度提升（XGBoost）算法与不同阶光谱植被指数数据集的草甸地上生物量模拟估算模型,并与多元线性回归（MLR）和随机森林（RF）算法建立的模型进行对比。结果表明：对光谱反射率进行一阶、二阶微分与光谱植被指数变换协同应用,有助于提高冠层光谱与地上生物量的相关性;基于原始光谱植被指数与XGBoost算法构建的草甸地上生物量模拟估算模型效果最佳,均方根误差（RMSE）为140.26 g·m^-2,平均绝对误差（MAE）为97.20 g·m^-2,Nash效率系数（NSE）为0.81,一致性指数（d）为0.94,其次为基于RF算法构建的模型,MLR算法构建的模型精度较差。研究认为XGBoost算法可适用于草甸地上生物量模拟估算模型的建立,为快速准确的牧草高光谱遥感监测提供了技术和方法,为区域性草地高精度大面积生产力估算奠定了基础。     

用AHP法构建耐荫植物综合评价指标体系筛选耐荫植物

在华南地区实地调查中收集了30种具有一定耐阴性的园林植物,先在60%的光照条件下预试验2个月,从中筛选出15种作为供试材料,经60d光胁迫试验,测得与生长、生理和景观特征相关的12个指标参数,采用AHP法构建出了耐阴植物综合评价指标体系。通过综合评价将15个参试品种划分3类:评分3.0~4.0的为耐阴品种,可耐遮阴85%的阴生环境;评分2.0~3.0的为较耐阴品种,可耐遮阴75%的阴生环境;评分1.0~2.0的具有一定耐阴性,可耐遮阴60%的阴生环境。筛选出了江南星蕨等5种耐阴蕨类植物,小驳骨等3种较耐阴植物和鸟尾花等7种具一定耐阴能力的植物。     

Contextual influences on animal decision‐making: Significance for behavior‐based wildlife conservation and management

Survival and successful reproduction require animals to make critical decisions amidst a naturally dynamic environmental and social background (i.e. “context”). However, human activities have pervasively, and rapidly, extended contextual variation into evolutionarily novel territory, potentially rendering evolved animal decision‐making mechanisms and strategies maladaptive. We suggest that explicitly focusing on animal decision‐making (ADM), by integrating and applying findings from studies of sensory ecology, cognitive psychology, behavioral economics and eco‐evolutionary strategies, may enhance our understanding of, and our ability to predict how, human‐driven changes in the environment and population demography will influence animal populations. Fundamentally, the decisions animals make involve evolved mechanisms, and behaviors emerge from the combined action of sensory integration, cognitive mechanisms and strategic rules of thumb, and any of these processes may have a disproportionate influence on behavior. Although there is extensive literature exploring ADM, it generally reflects a canalized, discipline‐specific approach that lacks a unified conceptual framework. As a result, there has been limited application of ADM theory and research findings into predictive models that can enhance management outcomes, even though it is likely that the relative resilience of species to rapid environmental change is fundamentally a result of how ADM is linked to contextual variation. Here, we focus on how context influences ADM, and highlight ideas and results that may be most applicable to conservation biology.     

中国足球场场地质量评价体系构建——基于评价指标的认知度建立足球场场地质量分级评价体系

足球场场地作为足球运动的基础,其质量直接影响到比赛的竞技性和观赏性。目前国际上的各类足球场评价体系都是基于"通过式分级评价"或"平均重要性指标"进行评价的。本研究通过总结国内外足球场评价的相关标准和书籍,整理和筛选出足球场质量评价的指标和指标的分级阈值。通过调查专家、足球运动员、足球爱好者对指标的认知重要程度,发现3类受调查者对于各指标的认知重要性有较明显差异,但对于一些场地质量核心指标却有相似的认知程度和趋势。这证明了传统的平均重要性假设或通过性评价的方式其评价和分级的方法是不客观的。将各类场地使用者对评价指标认知重要性引入评价体系并建立足球场场地质量评价,可以很好地解决评价场地不够客观的问题,可以更好地了解使用者对场地的需求,从而更好地建设和管理足球场场地,使我国足球场场地质量评价体系更具有科学性和实用性,使草坪质量更能满足场地使用者的需求。     

Development of sustainable performance index based on production,reproduction, health and longevity for genetic improvement of Sahiwal cattle

An attempt was made for the first time in India to develop the performance indices for quantifying the relative emphasis to be given to production, reproduction, health and longevity traits for selection and genetic improvement of Sahiwal cattle in a sustainable manner. The study was conducted using information related to various production, reproduction, health and longevity traits spread over a period of 29 years in Sahiwal cattle. Using income and expenditure method, the relative economic values for 305 days milk yield (305DMY), average daily milk yield (ADMY), calving to first insemination interval (CFI), days open (DO) and longevity (LNG) were estimated as 1, 1, −6.62, −6.62 and 5.96 in Sahiwal cattle. A total of three performance indices were constructed using three-trait combination, that is production, reproduction and longevity before and after excluding the days suffered by the animals. Correlation between the aggregate genotype and index (R_IH) was computed to determine the accuracy of each performance index, and based on highest R_IH value, best performance index was identified for selection of Sahiwal cattle. Developed indices were further assessed for robustness by increasing the relative economic values of the traits by 25% and 50%. The performance index (305DMY, DO and LNG) was found to be the best index before as well as after excluding days suffered by the animals, but in later case emphasis to be given to different traits was found to be more balanced. The best index indicated that about 47, 42 and 11% relative emphasis to be assigned to 305 days milk yield, days open and longevity for selection of Sahiwal animals for sustainable genetic improvement.     

Contrast‐enhanced voiding urosonography: A new,radiation‐free,alternative method for imaging of urinary bladder and urethra in healthy dogs

Contrast‐enhanced voiding urosonography (CE‐VUS) has been generally considered as a promising tool to diagnose vesicoureteral reflux and abnormalities in lower urinary tract in human patients, especially in children. The purpose of this prospective study is to evaluate the quality of images of the urinary bladder and urethra obtained by CE‐VUS using a second‐generation ultrasound contrast agent (SonoVue®) in healthy dogs and to investigate the safety profile of SonoVue® after intravesical administration. Eighty‐four CE‐VUS examinations with SonoVue® were successfully performed in both unsedated (39/84) and sedated (45/84) dogs. Contrast‐enhanced voiding urosonography examination of urinary bladder was technically successful in all (84/84) dogs. The image quality was not considered adequate in five (5/84) dogs including three dogs in whom layering of contrast media during filling phase was observed and two dogs with premature destruction of microbubbles. In these five dogs, the problem was readily recognized and corrected such that the procedure was still successfully undertaken. The assessment of the urethra during spontaneous micturition was successfully performed in all (84/84) dogs in whom voiding was elicited during the examination. No side effects were observed after intravesical application of SonoVue®. This study demonstrates that CE‐VUS is a feasible and valuable technique to evaluate low urinary tract morphology and function in dogs. Based on our review of the literature, there are no published reports about the use of this method in dogs.     

Toxoplasma gondii in Switzerland: a serosurvey based on meat juice analysis of slaughtered pigs, wild boar, sheep and cattle

Toxoplasmosis is one of the most important zoonotic diseases worldwide and is caused by the protozoan Toxoplasma gondii. Besides vertical infection during pregnancy, humans can get infected post-natally either by peroral uptake of sporulated Toxoplasma oocysts or by ingestion of tissue cysts upon consumption of raw or undercooked meat. The aim of this study was to approximate the risk of human infection via meat consumption by estimating the seroprevalence of T. gondii in slaughtered animals in Switzerland and to compare data with prevalences assessed 10 years ago. The study included pigs, cattle, sheep and wild boar of different age groups and housing conditions whenever possible and applicable. A P-30-ELISA was used to detect T. gondii-specific antibodies and to determine seroprevalences in meat juice of slaughtered animals. A total of 270 domestic pigs (120 adults, 50 finishing, 100 free-ranging animals), 150 wild boars, 250 sheep (150 adults, 100 lambs) and 406 cattle (47 calves, 129 heifers, 100 bulls, 130 adult cows) were tested. Seropositivity increased with the age of the assessed animals. Independent of the age-group, the overall seroprevalence was lowest in wild boars (6.7%), followed by pigs (23.3%), cattle (45.6%) and sheep (61.6%), respectively. Conventional fattening pigs and free-ranging pigs surprisingly had comparable seroprevalences (14.0% and 13.0%, respectively). Unlike in other European countries, where generally a decrease in the number of seropositive animals had been observed, we found that the prevalence of seropositive animals, when compared with that of 10 years ago, had increased for most species/age groups. Conclusively, the results demonstrated a high seroprevalence of T. gondii in animals slaughtered for meat production and revealed that increasing age of the animals is a more important risk factor than housing conditions in Switzerland.     

基于文献计量分析的我国黄芪、当归、党参在畜牧与动物医学领域的研究

目的：了解国内黄芪、当归、党参等3类中草药在＂畜牧与动物医学＂领域的研究状况,为后续研究提供参考。方法：运用文献计量学与计算机统计分析的研究方法,以国内3种中草药在＂畜牧与动物医学＂领域研究的期刊文献为样本,进行文献学特征、文献主题内容的分析与研究。结果：当归是3种中草药中＂畜牧与动物医学＂领域研究最早、时间跨度最大的中药材;3种中草药的主要饲喂或治疗对象有鸡、猪、牛、鼠、犬等;主要饲喂或用药类型有单药、组方、提取物、注射液、散剂、汤剂等;主要对症有增强免疫机能、生长性能、生产性能、治疗前胃疾病等。结论：在国内,高校是3种中草药＂畜牧与动物医学＂领域研究最主要机构,3种中草药在＂畜牧与动物医学＂领域应用范围较广、应用技术日趋成熟,普遍遵循着扶正祛邪、调节阴阳平衡的中兽医治疗原则。     

基于高光谱影像的高寒牧区土地覆盖分类与草地生物量监测模型

利用环境减灾卫星HJ 1A高光谱图像数据,分析了研究区不同土地覆盖类型的波谱曲线特征,比较了监督分类和光谱角分类方法对高光谱影像的分类精度,研究了高寒牧区草地生物量超光谱遥感监测模型。结果表明,1）不同地物波谱曲线的吸收位置和吸收深度等波谱特征在可见光波段具有较大差异,在近红外波段吸收特征相似。在可见光波段,云和植被的吸收位置最少,都只有1处,但云的吸收深度小于植被;裸地吸收位置有5处;水域吸收位置最多,有6处。2）光谱角与监督分类均适于高光谱影像分类,但光谱角分类方法的总精度可达85.9%,远高于监督分类法。3）依据草地生物量与9种植被指数间的回归分析结果,选出了适合研究区草地植被生物量动态监测的两种植被指数,即归一化植被指数和比值植被指数。     

Effects of heat stress on production,somatic cell score and conception rate in Holsteins

We examined the effects of heat stress (HS) on production traits, somatic cell score (SCS) and conception rate at first insemination (CR) in Holsteins in Japan. We used a total of 228 242 records of milk, fat and protein yields, and SCS for the first three lactations, as well as of CR in heifers and in first‐ and second‐lactation cows that had calved for the first time between 2000 and 2012. Records from 47 prefectural weather stations throughout Japan were used to calculate the temperature–humidity index (THI); areas were categorized into three regional groups: no HS (THI < 72), mild HS (72 ≤ THI < 79), and moderate HS (THI ≥ 79). Trait records from the three HS‐region groups were treated as three different traits and trivariate animal models were used. The genetic correlations between milk yields from different HS groups were very high (0.91 to 0.99). Summer calving caused the greatest increase in SCS, and in the first and second lactations this increase became greater as THI increased. In cows, CR was affected by the interaction between HS group and insemination month: with summer and early autumn insemination, there was a reduction in CR, and it was much larger in the mild‐ and moderate‐HS groups than in the no‐HS group.     

The effects of supplemental threonine on performance,carcass characteristics,immune response and gut health of broilers in subtropics during pre‐starter and starter period

Three hundred thirty‐day‐old unsexed commercial broiler chicks (Vencobb‐400) with initial average body weight of 44.04 ± 0.42 g were allocated into five experimental groups, in a completely randomized design (CRD) with 21‐day experiment. Groups were formed according to dose of supplemental L‐threonine in various rations i.e., 100% NRC specification, 100% threonine of Vencobb‐400 strain specification, 110% threonine of Vencobb‐400 strain specification, 120% of threonine of Vencobb‐400 strain specification and 130% threonine of Vencobb‐400 strain specification. Average daily feed intake (ADFI), average daily body weight gain (ADG), cumulative feed conversion ratio (CFCR), carcass characteristics, immune response, intestinal morphometry and biochemical profile were studied. The ADFI and ADG increased linearly and quadratically as dietary threonine levels were increased. However, the CFCR did not differ (p ? 0.05) among the groups. Though the carcass weight and drumstick yield did not differ (p ? 0.05) among the groups, the relative breast yield increased linearly (p = 0.007). The relative dressing yield and relative thigh weight increased linearly (p = 0.05 and p = 0.03, respectively). The relative weight of immune organs like bursa and thymus increased linearly. The mean total serum immunoglobulin, ND‐ELISA titre and the mean lymphocyte proliferation response index increased linearly, whereas mean phagocytic activity index of neutrophil increased linearly (p < 0.001) and quadratically (p = 0.001). The mean villus height (VH), crypt depth (CD), villus surface area and mean goblet cell number/villus increased linearly and quadratically, whereas the villus width (VW) and goblet cell density increased quadratically. The serum glucose increased linearly (p = 0.001), whereas serum total protein concentration and serum globulin level increased both linearly and quadratically. The albumin: globulin ratio tended to decrease linearly. There was a significant decrease (p < 0.05) in serum cholesterol and VLDL cholesterol level. However, a linear increment (p = 0.04) in the blood serum HDL cholesterol level with a linear reduction (p = 0.01) in the blood serum LDL cholesterol was noticed.     

A comparison of clinical,magnetic resonance imaging and pathological findings in dogs with gliomatosis cerebri,focusing on cases with minimal magnetic resonance imaging changes‡

The primary study objective was to determine whether clinical examination and magnetic resonance imaging (MRI) can underestimate canine gliomatosis cerebri (GC); we also investigated immunohistochemical features. Seven dogs with GC were studied; four recruited specifically because of minimal MRI changes. Neuroanatomic localization and the distribution of MRI, gross and sub‐gross lesions were compared with the actual histological distribution of neoplastic cells. In six cases, clinical examination predicted focal disease and MRI demonstrated a single lesion or appeared normal. Neoplastic cells infiltrated many regions deemed normal by clinical examination and MRI, and were Olig2‐positive and glial fibrillary acid protein‐negative. Four dogs had concurrent gliomas. GC is a differential diagnosis for dogs with focal neurological deficits and a normal MRI or a focal MRI lesion. Canine GC is probably mainly oligodendrocytic. Type II GC, a solid glioma accompanying diffuse central nervous system neoplastic infiltration, occurs in dogs as in people.     

Evaluation of a West Nile virus surveillance and early warning system in Greece,based on domestic pigeons

In the summer of 2010 an epidemic of West Nile virus (WNV) occurred in Central Macedonia, Greece, with 197 human neuroinvasive disease (WNND) cases. In the following years the virus spread to new areas, with a total of 76 WNND cases in 2011, and 109 WNND cases in 2012 (14 and 12 WNND cases, respectively, in Central Macedonia). We established a surveillance system based on serological testing of domestic pigeons, using cELISA confirmed by serum neutralization test. In Central Macedonia, pigeon seroprevalence was 54% (95% CI: 49–59%) and 31% (95% CI: 24–37%) at the end of the 2010 and 2011 epidemic seasons, respectively. One serum was positive for neutralizing antibodies directed against Usutu virus. Pigeon WNV seroprevalence and incidence rates of human WNND after the 2010 epidemic were positively correlated (ρ = 0.94, at the regional unit level), while in 2011 the correlation (ρ = 0.56) was not statistically significant, possibly due to small number of human WNND cases recorded. To evaluate the efficacy of the system at alerting upon WNV enzootic circulation before the onset of human cases, we tested 270 pigeons in 2011 and 240 pigeons in 2012. In Central Macedonia, the first seroconversions in pigeons were recorded 44 and 47 days, respectively, before the first human WNND cases. Pigeon surveillance was used successfully for identification of areas with WNV enzootic transmission and for early warning. Timely diffusion of information to health authorities facilitated the implementation of preparedness plans to protect public health.     

Diet change from a system combining total mixed ration and pasture to confinement system (total mixed ration) on milk production and composition,blood biochemistry and behavior of dairy cows

This study aimed to determine if a diet change from a mixed system to a confinement system affects the milk production and composition, behavior and blood biochemistry of dairy cows. Cows were assigned randomly to one of the two treatments: cows fed with TMR (total‐mixed‐ration) (confined) throughout the period group fed TMR (GTMR, n = 15) and cows that changed their diet from pasture plus TMR to exclusive TMR at 70 ± 14 DIM (GCHD, n = 15). GTMR cows produced more milk and greater lactose and protein yield before the change of diet than GCHD cows (p ≤ .01), but these differences disappeared after the change. GCHD cows decreased the frequency of rumination and lying from before to after the change (p ≤ .03), but in GTMR cows no changes were observed. After diet change, GCHD cows had lower frequency of rumination and lying than GTMR cows (p ≤ .02). Before the change, GCHD cows had greater NEFA (non esterified fatty acids) concentrations than GTMR cows (p = .002). Abrupt change from a mixed system to a confined system was favorable on blood biochemical and milk variables of dairy cows. However, in relation to behavior, the cows expressed difficulties to adapt quickly to the abrupt change of system.     

农牧交错区草地面积动态变化研究——以内蒙古太仆寺旗为例

利用1986,2000和2009年3个年份点的遥感影像,在RS与GIS支持下,解译提取内蒙古太仆寺旗20余年草地空间信息,分析该区草地时空动态及其景观格局变化。结果表明:1986～2000年,草地面积减少307.67km2,且退化严重,大量草地转化为耕地,生态环境趋于恶化;2000～2009年,草地面积有所增加,增加的部分主要来自退耕地;20余年来,低地盐化草甸持续增加,低湿地草甸快速减少。基于分析结果,指出草地退化是自然因素与人类活动共同作用的结果,自然因素起到一定作用,人类活动干扰则是草地动态变化的主要驱动力。     

Effects of xylanase supplementation on growth performance,nutrient digestibility,blood parameters,fecal microbiota,fecal score and fecal noxious gas emission of weaning pigs fed corn‐soybean meal‐based diet

This study was conducted to evaluate the effects of xylanase supplementation on nutrient digestibility, growth performance, blood parameters, fecal microflora shedding, fecal score and fecal noxious gas emission of weaning pigs fed corn‐soybean meal based diet. A total of 150 weaning pigs with an average initial body weight (BW) of 7.85 ± 0.93 kg were randomly allocated to three treatments based on BW and sex (10 replicate pens with five pigs, two gilts and three barrows) were used in this 42‐day trial. Dietary treatments were: (1) CON, basal diet; (2) X1, basal diet +0.005% xylanase; (2) X2, basal diet +0.01% xylanase. The xylanase supplementation linearly increased (P < 0.05) average daily gain (ADG), and gain : feed ratio (G:F) from days 29 to 42 and the in overall period, dry matter, nitrogen and energy digestibility, and fecal Lactobacilli counts, and linearly decreased (P < 0.05) blood urea nitrogen (BUN) concentration, fecal NH₃ and H₂S emission. Additionally, at weeks 5 and 6, there was a linear decrease in fecal score with xylanase supplementation. In conclusion, dietary supplementation of xylanase improved growth performance, nutrient digestibility, shifted microbiota by increasing fecal Lactobacillus counts, decreased BUN concentration, fecal score, and fecal NH₃ and H₂S emission in weaning pigs.