Cattle Grazing Research Articles

Rotational grazing with cattle‐free zones supports the coexistence of cattle and wild herbivores in African rangelands

Abstract African wildlife populations are declining at an alarming rate. To stop further population declines and restore ecosystems, more areas for wildlife are needed. Community‐based conservation with wildlife‐livestock coexistence in the vast rangelands of Africa presents a major opportunity. However, the efficacy of wildlife conservation in mixed land‐use areas remains an outstanding question. To assess the ecological outcomes of land‐sharing between regulated livestock herds and wildlife populations in African savannas, we test how rotational cattle grazing affects spatiotemporal dynamics of 15 large herbivore species in the Maasai Mara, Kenya. First, we tested how wild herbivore distributions across the Greater Mara Ecosystem (the Mara, ~2600 km2) are related to cattle density and environmental variables using 584,561 observations of wild herbivores (ecosystem scale). In a second analysis, we tested how rotational cattle grazing affects wild herbivore distributions in a 300 km2 subsection of the Mara using 30,583 observations (landscape scale). Finally, we tested how functional traits of wild herbivores affect species‐level spatiotemporal responses to cattle grazing. At the ecosystem scale, the presence of five wild herbivore species was positively correlated with cattle density, while cattle effects on wild herbivore abundances were species‐dependent with both increases and decreases. At the landscape scale, rotational cattle grazing strongly impacted the spatiotemporal habitat selection of wild herbivores, resulting in distinct lag periods with which different species are attracted to areas previously grazed by cattle. These lag periods were linked to functional traits, with body mass and herd size explaining 35% of the interspecific differences. Small to medium‐sized herbivores with large herds select areas recently grazed by cattle, whereas large species with large herd sizes and small species with small herd sizes avoid recently grazed areas. Synthesis and applications: Our results revealed that the effect of cattle on wild herbivores varies considerably among species, suggesting that cattle‐wildlife interactions range from facilitation to competition. To maintain species that strongly avoid cattle, designated livestock‐free zones remain essential, also in rotational grazing systems. Rotational grazing systems with regulated livestock densities present an important opportunity to better manage wildlife‐livestock coexistence and thus improve wildlife conservation in African rangelands.

Opportunities for Emotion Research on Biodiversity

We see unique opportunities to advance emotional research by studying an overlooked environmental problem. The biodiversity crisis is caused by land use, in particular by reducing and damaging habitats, such as deforestation for cattle grazing. Biodiversity processes are proximate and personally moving, like when a person is causing or experiencing changes to livelihood-providing ecosystems, and we suggest this affect-rich context is useful for studying social and psychological processes. In contrast, much research on far-away populations thinking about climate change effects involves more abstract and distant cognitions. We also suggest biodiversity-related emotions have consequential outcomes for health and behavior, and provide advice for shaping research programs on specific populations and wildlife interactions.

An established population of Asian longhorned ticks (Acari: Ixodidae) in Ohio, USA.

We describe the first known established Asian longhorned tick (ALT) (Acari: Ixodidae: Haemaphysalis longicornis Neumann) population in Ohio, USA. In mid-summer 2021, we collected ALTs from an infested pasture in response to an alert that grazing cattle had been infested with ticks, and 3 of them had died. No ALTs were reported following pesticide treatment of the pasture in fall 2021. In the laboratory, we identified 9,287 ticks to species, representing all 3 life stages, as ALTs and tested 100 of the adult females for infectious agents relevant to human and animal health, including Theileria orientalis, a cattle disease agent. Eight field-collected ticks were positive for Anaplasma phagocytophilum (n = 100, 8%); no other infectious agents were detected. Active environmental surveillance showed the return of ALTs in June 2022 despite the tick control efforts in 2021. As ALTs continue to expand their range in the United States, active and passive surveillance studies will be needed to characterize their evolving role in human and animal health.

Beef Cattle Grazing Native Grasslands May Follow Three Different Supplement Response Patterns

Previous studies on winter supplementation of growing cattle grazing stockpiled native Campos grasslands suggest that forage allowance (FA), herbage mass, and weather conditions before and during the supplementation period could all affect supplement feed efficiency (SFE)—that is, the difference or change in average daily gain (ADG) between supplemented (S) and control (C) animals (ADGchng, kg) per unit (kg) of supplement dry matter (DM) intake. In this study, we analyse data from fifteen collated winter supplementation trials carried out in Uruguay between 2004 and 2018. The working hypotheses of this research paper were: (i) that average substitution rates are positive, and (ii) that ADGchng is not constant throughout the supplementation period and that its variation may be attributed to sward, animal or weather variables. There were two main objectives: (i) to estimate the average supplement substitution rate (sSbR, kg forage, f, dry matter, DM intake reduction: kg supplement DM intake) and potential herbage intake substitution rate (hSbR, kg fDM intake reduction: kg fDM intake of control animals), and its association with SFE, and, (ii) to assess the existence of different phases and supplementation response patterns and its association with other relevant variables. Estimated substitution rates were always positive (sSbR = 0.3–1.1 kg/kg; hSbR = 0.1–0.3 kg/kg) and were negatively and moderately associated with SFE. Supplementation proved to be a dynamic process where three possible supplementation responses over the supplementation period were identified (linear, quadratic and Weibull). While linear patterns did not appear distinctly associated with any particular set of variables, quadratic models were mostly associated with herbage biomass and substitution rates, whereas Weibull models were the clearest in their association with frosts. Regardless of the response pattern, at the beginning of the trials it was the animals’ body weight and supplement quality that most influenced supplement response, whereas towards the end, supplementation intake, supplemented animals’ ADG and forage quality played a more relevant role. The estimated parameters and response patterns are expected to be used as inputs in decision support systems for livestock farmers in the future.

Can legume seeds establish after land degradation by buffelgrass? Evidence to initiate restoration in Central Sonora, Mexico

AbstractBuffelgrass (Pennisetum ciliare) has been introduced in many localities of northwestern Mexico for cattle grazing. Recent studies have documented how the conversion of natural vegetation to buffelgrass pastures affects several ecological processes that result in high levels of desertification and the subsequent abandonment of lands. However, no previous study has documented successful restoration in these habitats. In this paper we report the results of several experiments focused on the restoration of these areas using native legume species of the region. We selected a degraded buffelgrass pasture considered unproductive by local ranchers in central Sonora. We carried out experiments to evaluate seed removal, seedling emergence, and seedling establishment of native legumes species (Prosopis glandulosa, Parkinsonia microphylla and P. praecox). Our results showed that P. microphylla had greater emergence (10%) than the other two species despite the high seed removal recorded. In addition, P. microphylla was the species with the highest survival (1.4%). Thus, our results show that ecological recovery using native species is possible in desertified buffelgrass pastures. Considering the ecological benefits of P. microphylla in the Sonoran Desert (i.e., nurse plant, positive associations, plant‐growth promoting), this species could be considered highly valuable in restoration procedures.

Evaluating Riparian Plant Communities After Restoration of Plains Bison in the Northern Great Plains of Montana

Restoration of plains bison (Bison bison bison) in the northern Great Plains has been controversial for a variety of reasons, including the public concern that bison will supplant cattle on public rangelands. Riparian zones are among the most biologically rich areas within rangelands, but they are highly sensitive to disturbances such as grazing, leading to the public perception that riparian vegetation communities will be negatively impacted by year-round bison grazing compared with the norm of seasonal cattle grazing. Our objective was to evaluate the vegetation community and soil compaction conditions of areas in the northern Great Plains of Montana, where bison have been restored 5−10 yr as year-round grazers, compared with adjacent sites where cattle have been retained as seasonal grazers. Out of the 24 variables we assessed, only 2 significantly differed between the grazer treatments within our study's time frame and stocking rates. Native species diversity was significantly higher in the bison-grazed treatment (F[1,1,5.98] = 8.16, P = 0.03), and woody height heterogeneity was twice as high in the bison-grazed treatment than the cattle-grazed treatment (F[1,5.97]= 5.81, P = 0.05). Although longer-term studies are required, our findings indicate that year-round bison grazing under the current stocking rates did not degrade riparian vegetation communities compared with seasonal cattle grazing and rather benefitted some aspects of the plant community.

DYNAMICS OF <i>THERMOPSIS MONGOLICA</i> (FABACEAE) COENOPOPULATIONS IN THE STEPPES OF THE ALTAI REPUBLIC

Studies of Thermopsis mongolica, a poisonous perennial herbaceous plant with a long rhizome, which spreads rapidly in grazing meadow and steppe phytocenoses of the Altai Republic, were conducted. In permanently grazed pastures, the thermopsis is not eaten by cattle and, with reduced competition from other species, quickly spreads and invades the territory due to a large number of growing rhizomes. Due to vegetative propagation, the main maximum in T. mongolica cenopopulations is represented by virginal ramets, the second one y middle-aged or old generative ramets. With increasing anthropogenic pressure, the share of virginal ramets and the cenopopulation density increase. In the communities disturbed by cattle grazing with the stage III of pasture digression, thermopsis co-dominates and makes an aspect in the herbaceous layer. In such cenopopulations, the thermopsis density increases from 24.8 to 131.2 ramets per m2. Generative shoots in this case reach the maximum morphometric parameters, power and productivity. Continuous grazing until complete failure (stage IV) leads to rapid aging of T. mongolica plants and accumulation of old ramets. In the ontogenetic spectra, the second maximum is shifted to the ramets of the postgenerative period. Due to constant trampling and soil compaction, the density of T. mongolica decreases to 6.5–4.6 ramets per m2. Thus, the anthropogenic load, if not destructive, leads to weakening of interspecific competition, which enables T. mongolica to increase rapidly the organismal and population indices and to realize its reactive properties.

Efficiency of Amino Acid Utilization in Nellore Cattle Grazing Low-Quality Forage Supplemented with Different Sources of Nitrogen.

This study aimed to evaluate the effects of supplementation with non-protein nitrogen (NPN) or ruminal undegradable protein (RUP) on intake, digestibility, and amino acid (AA) use efficiency of Nellore cattle grazing during the dry season. Eight Nellore steers (12 ± 2 months old) were used in quadruplicate Latin squares (2 × 2). The animals were placed on Urochloa brizantha cv. Xaraés under continuous grazing. The treatments included the following: (1) urea supplementation (NPN) and (2) supplementation of corn gluten meal 60 (CGM, RUP). Animals supplemented with CGM showed higher intakes of dry matter (DM) supplement, total AA, essential AA, and individual AA. The supplementation did not affect the total AA digestibility, total AA flux, and the AA fluxes of microbial origin and RUP from the diet (p > 0.05). The ruminal microorganism origin flux of total AA to the duodenum was 44.5% and 52.7% for animals supplemented with NPN and CGM, respectively. Animals supplemented with CGM showed an increase in blood concentrations of isoleucine (+19.09 μmol/L), cystine (+27.29 μmol/L), and albumin (+0.11 g/dL) (p < 0.05), but this increase was not accompanied by an improvement in N use efficiency of steers (p > 0.05). RUP supplementation via CGM can be an efficient nutritional strategy to enhance the intake and absorption of AA by Nellore cattle grazing low-quality forage during the dry season.

Impact of cattle grazing corn residue in spring on soil and subsequent soybean yield

AbstractThe effects of spring corn (Zea mays) residue grazing and stocking density on soil physical properties and subsequent soybean (Glycine max) yield were evaluated in an experiment with three treatments: no grazing (NG), normal stocking density (NSD), and high stocking density (HSD). The study was conducted over 2 years with four replicates per treatment each year. Steers (277 ± 4.4 kg) were stocked at 7.5 steers/ha for NSD with a target grazing of 45 days starting in mid‐February, and 22.5 steers/ha for HSD with a target grazing of 15 days in mid‐March, such that the stocking rate was equal. Bulk density, penetration resistance, and surface roughness were measured pre‐ and post‐planting. At 0‐to‐5‐ and 5‐to‐10‐cm depths, bulk density and penetration resistance were greater (p &lt; 0.01) for NSD than NG. There was no difference in bulk density (p ≥ 0.45) between grazed treatments. At 0–5 cm, penetration resistance was not different (p = 0.29) between grazed treatments. For 5–10 cm, penetration resistance was greater (p = 0.02) for HSD compared to NSD. Surface roughness was greater (p &lt; 0.01) for NSD than NG, and greater (p &lt; 0.01) for HSD than NSD. There was no difference (p ≥ 0.34) in soybean emergence among treatments. Soybean yield was less (p &lt; 0.01) for NG than NSD, but did not differ (p = 0.06) between NSD and HSD. The results indicate that spring grazing may cause minor compaction without reducing subsequent soybean yield.

Phenologically Targeted Grazing: A Potential Sustainable Strategy for Native Bees in Semiarid Rangelands

Rangelands may offer valuable habitat for invertebrate wildlife, helping conserve ecologically and economically significant organisms, like native bees. In some systems, livestock may affect bees by consuming or trampling blooming plants that bees rely on for food. One potential way to reduce potential negative effects of livestock on bees is to delay grazing on floristically rich parts of the landscape until after peak bloom (i.e., phenologically targeted grazing). To test the outcome of this method, we collected bees using pan traps and counted blooming stems from May to September in grazed and ungrazed sites. Our sites were located in two experimental cattle grazing systems in the Pacific Northwest, United States, in which cattle turnout did not occur until after peak forb bloom. One system was located in bunchgrass prairie, and the other was located in riparian meadows. Our objectives were to 1) quantify seasonal variation in bee and blooming plant communities and 2) measure how or if these communities responded to grazing. In both systems, bee and bloom species richness peaked in June and bloom abundance and diversity were highest in May and June. Bee abundance and diversity were more variable throughout the season. We observed significantly lower abundance, richness, and diversity of blooming species in the riparian system in response to grazing, potentially decreasing floral resource availability for bees, but did not detect a concomitant negative effect on bees. In the bunchgrass system, we observed no significant negative effects of grazing on bees or blooming plants. This suggests that for areas with high-quality bee habitat, site-specific, phenologically targeted grazing may moderate negative effects of livestock on bee and plant communities. Range managers could use alternative grazing locations (e.g., old fields, early senescing sites, more intensively managed pastures), if available, during peak bloom to mitigate potential herbivory effects on bees and blooms.

Diversity of hymenoptera parasitoid wasp in oil palm with the presence and absence of non crop vegetation

The diversity of hymenopteran parasitoid wasps is influenced by the presence of the host, the number and type of flowering vegetation as a food source for adult parasitoids. This study aims to determine the effect of reducing non-crop vegetation by cattle grazing disturbances on the impact of beneficial ecosystem services, especially parasitoids wasp in oil palm plantations. This disturbance phenomenon is important to study, so that it can see the response of each parasitoid wasp due to reduced vegetation and become the basis for strategies for habitat enrichment in oil palm plantations. Sampling was carried out in six blocks, including six oil palm blocks consisting of three blocks with non-plant vegetation disturbance and three blocks without disturbance. Insect collection uses yellow pot traps, malaise traps, and sweeping nets. In total, 4273 individuals belonging to 185 morphospecies, 24 families, and 9 superfamilies were collected from all sampling methods. The diversity and abundance of Hymenopteran parasitoids wasp are strongly influenced by the presence or absence of non-plant vegetation, especially flowering herbs. The reduced non-crop vegetation was followed by a decrease in the population of several Hymenopteran parasitoid wasps both in terms of abundance and richness.

Examining Participation in and Supply of Private Land for Voluntary Conservation in Australia’s Tropical Savannas: A Discrete-Continuous Choice Experiment

Australia’s tropical savannas are a vast landscape of grasslands with high biodiversity value. Effective biodiversity conservation in this landscape requires private contributions to complement the under-sized formal conservation estate. The landscape is dominated by rangelands, in particular extensive cattle grazing on pastoral stations which typically measure hundreds or thousands of square kilometers. The paper reports the results of a discrete–continuous (or “two-stage”) choice experiment conducted with savanna pastoralists. A discrete choice experiment explored the stated willingness to participate in two long-term conservation strategies: (i) total exclusion of cattle from designated parcels of land with management of that land for biodiversity, and (ii) the implementation of rotational grazing systems governed by the requirements of biodiversity, among other contractual attributes. An extension question asked about the area that respondents were willing to supply and a contract they were willing to accept. Double-hurdle (type II tobit) modelling was used for combined data analysis. The results show that potential participation in voluntary conservation contracts by pastoralists is primarily influenced by contract attributes, namely, the conservation action required, the stewardship payment received, contract length and whether the contract contains flexibility provisions. Land productivity is also significant. The level of stewardship payment required to incentivize participation in the conservation of grasslands is in line with opportunity costs, in particular option value. The amount of land that pastoralists are willing to supply is determined by the conservation payment as well as farm size and intrinsic motivation. This research illustrates strategies for integrating biodiversity conservation into cattle grazing operations in Australia’s tropical savannas, which are applicable to grasslands globally. It provides data of an economic nature to inform the development of multi-tenure biodiversity conservation strategies.

Compressibility of a Cambisol Submitted to Periods of Rotational Grazing and Strategies to Avoid Additional Soil Compaction

Soil compaction is one of the main causes of soil degradation, and some parameters have been used to characterize it, like those related to compressibility and the degree of compactness. To evaluate the rotational grazing time during winter and the presence and absence of grazing, on the compressibility and degree of compactness of a Cambisol, an experiment was installed and consisted of corn planting for silage, a fallow and pasture planting period, with two treatments evaluating the amount of rotational grazing (two and three times in a period of, respectively, 2 and 3 months), subdivided into the presence and absence of dairy cattle grazing. The mean bulk density value of 1.47 Mg/m3 separates the occurrence (plastic deformation) or not (elastic deformation) of additional soil compaction, while the traffic of machinery and animal trampling should occur with soil moisture lower than 0.23 kg/kg, when the soil has a larger load-bearing capacity. For the conservation of soil structure, our study recommends the permanence of cattle in the plots for 30 to 40 min/day and an exit when the pasture height is 0.07 to 0.10 m, with two or three grazing in a period of, respectively, 2 and 3 months.

Response of cows with osteomalacia grazing sub-tropical native pastures to phosphorus supplementation with loose mineral mix or feed blocks

Osteomalacia outbreaks often occur in cattle grazing native pastures in regions with endemic phosphorous (P) deficiency. This study evaluated the responses of two groups of cows, initially with clinical signs of chronic P deficiency, to P supplements (100 g P/kg) offered ad libitum for 13 weeks as a loose mineral mix (LMM group) or the same mineral mix offered as blocks (BMM group). Half of the cows in each group were categorized as ‘with’ or ‘without’ severe osteopenia according to a test that depended on the resistance to penetration of a needle through the left lateral process of the L4-L5 lumbar vertebra. The groups grazed two paddocks that were switched each 3 weeks. The liveweight, supplement intakes, and the P-concentrations in soil, forage, blood, and external cortical bone (ECB) of the ribs were measured.The bicarbonate-extractable P in soil was 3.5 mg/kg. The mean of total P in forage (0.95 g/kg/DM), inorganic P in serum (iP, 0.96 mmol/L), and total P in the ECB of the ribs (85 mg/mL) at the beginning of the experiment were all low and consistent with severe chronic P deficiency. The P supplementation allowed clinical recovery in 18/20 cows with their serum and ECB P and calcium approaching normal values and in the two remaining cows the only sign was abnormal gait. Cows consumed more of the LMM than BMM supplement (means 8.3 and 6.6 g P/day, respectively). After 13 weeks cows initially classified as ‘with severe osteopenia’ and supplemented with LMM had higher (P < 0.05) final liveweight (difference = 21.6 kg), iP (difference = 0.74 mmol/L), bone Ca (difference = 65.7 mg/mL) and bone P (difference = 26.5 mg/mL) concentrations and lower (P < 0.01) final serum Ca/iP ratio (difference = −0.65) than cows with severe osteopenia but supplemented with BMM. The treatment of severe P deficiency cows grazing P deficient sub-tropical grasslands by P supplementation for 13 weeks was more effective with LMM than BMM.

Energy-protein supplementation and grazing dynamics of growing beef cattle grazing stockpiled native grasslands in winter: Doctoral thesis abstract

The weight loss of growing beef cattle grazing native grasslands in winter may be reverted by supplementing with energy and protein. To render this practice profitable, its efficiency -SFE- difference in average daily gain- ADG - between supplemented - S - and control - C animals- ADGchng - supplement response - per kg of dry matter -DM intake- must be controlled. Twenty-five trials carried out in Uruguay between 1993 and 2018 were gathered. The average SFE was 0.21 ± 0.076 kg/ADGchng/kg DM, from an average ADGchng of 0.38 ± 0.180 kg/animal/day. No association was found between SFE and supplementation rate nor type (p &lt; 0.05), but forage allowance negatively affected it while herbage mass positively affected it, yet in a smaller magnitude. Weather conditions during trials affected SFE (p &lt; 0.05), with greater SFE in winters with lower temperatures and more frosts. Another collated analysis using only 15 of the original 25 trials was performed to estimate supplement substitution rates (sSbR) and to assess the existence of different phases and ADGchng evolution patterns. sSbR were 0.3-1.1 kg/kg and were negatively associated with SFE. Three responses were identified (linear, quadratic and Weibull). Quadratic patterns were closely associated with sward biomass and substitution rates, while Weibull were associated with frosts. Finally, a grazing-down experiment was performed comparing S and C animals in their grazing dynamics. No differences were found between the horizontal dynamics, and when the upper grazing horizon was depleted by &gt; 80 %, the subsequent horizon was being depleted by 50 %. Supplementation is a highly reliable technology for improving the performance of growing beef cattle.

Synergistic soil, land use, and climate influences on wind erosion on the Colorado Plateau: Implications for management

Two decades of drought in the southwestern USA are spurring concerns about increases in wind erosion, dust emissions, and associated impacts on ecosystems, agriculture, human health, and water supply. Different avenues of investigation into primary drivers of wind erosion and dust have yielded mixed results depending on the spatial and temporal sensitivity of the evidence. We monitored passive aeolian sediment traps from 2017 to 2020 across eighty-one sites near Moab, Utah to understand patterns of sediment flux. At measurement sites, we collated climate, soil, topography and vegetation spatial layers to better understand the context of wind erosion and then combined these data with field observations of land use in models to characterize the influence of cattle grazing, oil and gas well pads, and vehicle/heavy equipment disturbance that potentially drive both exposure of bare soil and increases in erodible sediment supply that increase vulnerability to erosion. Disturbed areas with low soil calcium carbonate content yielded high sediment transport in dry years, but notably areas with little disturbance and low bare soil exposure had much less activity. Cattle grazing had the largest land use association with erosional activity with analyses suggesting that both herbivory and trampling from cattle could be drivers. The amount and distribution of bare soil exposure from new sub-annual fractional cover remote sensing products proved very helpful in mapping erosion, and new predictive maps informed by field data are presented to help depict spatial patterns of wind erosion activity. Our results suggest that despite the magnitude of current droughts, minimizing surface disturbance in vulnerable soils can mitigate a large portion of dust emissions. Results can help land managers identify eroding areas where disturbance reduction and soil surface protection measures can be prioritized.

YOLOv7 Applied to Livestock Image Detection and Segmentation Tasks in Cattle Grazing Behavior, Monitor and Intrusions

You only look once (YOLO) is a state-of-the-art, real-time object detection system. YOLO version 7 (YOLOv7) model is a variant of YOLO. The objective of this paper is to apply YOLOv7 to livestock image detection and segmentation tasks in cattle grazing behavior, monitor and intrusions. Data obtained revealed that YOLOv7 performs better in terms of speed and accuracy with a mAP of 0.95 than the baseline techniques.

Transformational processes in post-technogenic ecosystems of Kolomyia lignite and Yaziv sulfur deposits in Western Ukraine

Restoration of post-tech ecosystems of the Western region of Ukraine takes place both through natural self-overgrowth with vegetation and through the implementation of phytomeliorative measures - artificial afforestation of disturbed areas. These processes have been studied on post-technogenic territories of Kolomyia lignite and Yaziv sulfur deposits. Transformational processes in the study area are caused mainly by three factors: natural succession of vegetation (from the emergence of mosses and pioneering species of grasses and trees to the formation of stable plant communities); human economic activity (phytomeliorative measures for sowing grasses and creating forest crops) and cattle grazing (appearance of fruit tree species in phytocenoses). Transformational processes in edaphotopes are primarily determined by two factors - the natural succession of vegetation and erosion processes. Due to the long process of restoration of disturbed ecosystems in post-man-made areas, relatively complex and rich in species composition stable plant communities are gradually formed, which contribute to the formation of embriozems, identification of soil genetic horizons, increasing the thickness of the soil profile and approximating the physical and mechanical properties of the upper layers of the soil to the properties of natural zonal soils. The species composition and structure of vegetation in the post-technogenic territories of Kolomyia lignite and Yaziv sulfur deposits of the Western region of Ukraine have been determined. The study showed that the dendroflora of post-technological areas is represented by 59 species of tree plants.Changes in the components of phytocenoses and edaphotopes are presented and the factors of transformation processes in disturbed ecosystems are analyzed. Stages of natural succession of vegetation in post-technogenic territories of lignite and sulfur deposits have been established. Physico-chemical properties of the formed embriozems were analyzed and their comparative analysis with zonal soils was carried out. It is established that the processes of vegetation restoration and soil formation in post-technogenic territories cause the gradual formation of complex plant groups and relatively stable and stable natural ecosystems.

Human perceptions of competing interests in springs ecosystem management on public land in southwestern United States

Spring ecosystems provide vital services to humans and wildlife in northern Arizona. Management of springs presents unique challenges due to the diversity of stakeholders and the multiple uses of springs. We employ two methods of data collection to understand the perceptions of springs ecosystem management: interviews and focus groups with stakeholders of springs in Coconino National Forest (CNF) and Kaibab National Forest (KNF) and a national survey aimed towards public perceptions. We analyze the human perceptions of springs to understand variations between stakeholders and how perceptions of stakeholders and the public vary. Our results indicate differences between human perceptions and current management practices. The main competing interests of springs management are cattle grazing, recreation, and Indigenous Nations' cultural significance. The survey respondents, representative of public perceptions, indicate springs management for Indigenous Nations' cultural significance is important. We see positive correlation between concern for threats to springs from grazing and management to prioritize cultural significance indicating respondents prefer springs to be managed for cultural significance. Cattle grazing and other high impact human uses are viewed less favorably than other management scenarios. Stakeholders' perceptions varied and non-Indigenous stakeholders suggested management should be based on multiple uses and management focused on specific attributes of springs valuable to humans. Our results of the survey respondents’ perceptions for management of Indigenous culture and some support from stakeholders show a joint management concept might be beneficial for springs management in the CNF and KNF. Using the information we collected on the perceptions of spring ecosystems management, we discuss mechanisms for springs management to increase the ability for springs to provide cultural significance values to Indigenous Nations by potentially limiting high impact and degrading uses of springs. We provide results and examples of how all stakeholders can have the ability to benefit from the resources springs provide.

Predicting bite rate of grazing cattle from accelerometry data via semi-supervised regression

Accurate estimation of bite rate, i.e., the number of bites during a given grazing period, is important for the characterisation of cattle grazing behaviour and feed intake. In this paper, we estimate the bite rate of grazing cattle from accelerometer data using semi-supervised linear regression. We use a mixture of labelled and unlabelled accelerometer data collected during the grazing trial to train the semi-supervised model. The labelled data has associated ground-truth values for the bite rate and was recorded by an expert observer at intermittent times over the duration of the trial. The trial involved ten cattle, each fitted with a tri-axial accelerometer mounted on a neck collar, over a period of five weeks. We calculate various features from tri-axial accelerometer data and utilise several feature selection approaches and regression methods to fit bite-rate prediction models to our data and compare their performance. Our leave-one-animal-out cross-validated results show that a semi-supervised linear regression model with the specifically chosen feature set delivers good bite-rate prediction performance with a root mean squared error of 5.73 bites per minute and an R2 value of 0.73. Other regression models tested here (including orthogonal distance regression) yielded similar results.