Discover insights from thousands of peer-reviewed papers on microbial electrochemical systems
Дмитрий Александрович Коробов, D. Korobov
Russian Foundation for Basic Research Journal. Humanities and social sciences · 2019
The publication focuses on 2018 findings of a comprehensive soil-archaeological survey of the multi-temporal settlements catchment within Kislovodsk Depression. The most in-depth study was conducted in the vicinity of Podkumskoye 3 fortification (5th — 8th centuries AD), where 100 soil sections were laid along a regular network with 50 m step at different distances from the habitat zone. In the soil sections, archaeological material was recorded layer by layer, the description of soil profiles and sampling for chemical and microbiological tests were carried out. The samples were tested for active microbial biomass, urease activity, saprotrophs, magnetic susceptibility and phosphates. This paper deals only with the findings of ceramics as a marker of farming practiced by ancient and medieval people living in this site. In total, about 2,380 fragments of pottery with a total weight of about 9 kg were discovered. A preliminary analysis of the spatial distribution of ceramics was carried out using the geostatistical module of ArcGIS software. It clearly showed different areas of farming in the Koban and Early Alanian areas. Now, the team is working on the analysis of the obtained material and soil samples for the detailed reconstruction of the site catchment in terms of farming.
Kaixuan Ma, Yu Wang, Xinyu Yang et al.
Frontiers in Microbiology · 2022
After the recovery of the ship from the sea on 2007, the Nanhai No. 1 Ancient Shipwreck is currently exposed to the air. Air microorganisms settle on wooden shipwrecks, and they can use wood matrix to grow and multiply, causing biocorrosion and biodegradation. In this study, a systematical survey of the composition of culturable airborne microorganisms was performed at the conservation site of the Nanhai No. 1 Ancient Shipwreck. Airborne microorganisms were collected from seven sites in the preservation Nanhai No. 1 area over five periods. Molecular identification of the culturable microorganisms isolated from the air was done by sequencing both 16S rRNA (bacteria) and ITS (fungi) gene regions. The biodegradability of these strains was evaluated by degradation experiments with cellulose and lignin as substrate. The results showed that the composition of the isolated microbial communities was different in each period, and microbial spatial distribution was dissimilar in the same period. In the recent 2020, the dominant bacterial genus was Acinetobacter, and the dominant fungal genera were Penicillium, Aspergillus, and Cerrena. Acinetobacter spp. can degrade cellulose and lignin. Penicillium spp., Aspergillus spp., and Cerrena spp. degraded cellulose but only Cerrena spp. could utilize lignin. These dominant strains may have a harmful effect on the Nanhai No. 1 Ancient Shipwreck. This study provides data on the airborne microbial community found inside the protective chamber where Nanhai No. 1 Shipereck is placed, which can be used as a reference basis for the future conservation of the ship.
Henry Socrates Lavalle Sullasi, André Luiz Campelo Santos, S. F. D. Da Silva
Cadernos do LEPAARQ (UFPEL) · 2018
The Pedra do Alexandre archaeological site was a target of several archaeological campaigns, the bone remains from at least 36 human individuals, and charcoal fragments associated to these burials were among the archaeological findings of the campaigns. The radiocarbon dating provided values between 9400±90 BP and 2620±60 BP. However, attempts to dating the bone remain proved fruitless due to the loss of collagen caused by taphonomic processes. From that finding, this research was initiated to assess the degree of diagenetic alteration of the bone remains from the Pedra do Alexandre archaeological site. FTIR and XRD analyses conducted on 6 random human bone samples from the Site and pH measurements in correlated sediments has enabled us to conclude that all the analyzed bone remains were extensively degraded by microbial activity, although in different degrees of alteration.
Ruru Chen, Zhenbin Xie, Qing Xiao et al.
Frontiers in Microbiology · 2024
Introduction The Sanxingdui site (Sichuan, China) is the typical representative of the ancient Shu culture, which lasts from the late Neolithic to early Western Zhou. The sacrificial pits are located in the core region of Sanxingdui site, and numerous artifacts are unearthed including ivory, seashells, bronzes, pottery, jade, stone, gold, bone, and horn products. The function of the pits and buried artifacts has always been the focus, but the microbiome around artifacts attracts less attention. Recently, the microbiome in buried ivory soil has just been identified; however, the microbiome around other artifacts has never been studied. In term of the unique perspective for interpretation the archaeological issues, the study was carried out for: (1) the microbial diversity and community of soil in the lower layer of artifacts in sacrificial pits, (2) the potential biodeterioration behavior of organic and inorganic relics, and (3) the impact of sacrificial and burial activities in different sacrificial pits on microbiome. Methods There were 45 soil samples around different artifacts in three sacrificial pits and 12 raw soil samples inside or outside the sacrificial pit sampling from Sanxingdui site. The microbial genomes were then identified and analyzed using the next-generation high-throughput sequencing. Results The represented bacterial phyla were Proteobacteria, Actinobacteriota, GAL15, Chloroflexi, Acidobacteriota, Methylomirabilota, Thermoplasmatota, Crenarchaeota, Gemmatimonadota, and Firmicutes, and the represented fungal phyla were Ascomycota, Mortierellomycota, and Basidiomycota. Further microbial functional analysis found that the bacterial genera Sphingopyxis, Limnobacter, and Streptomyces and the fungal genera Cladosporium, Acremonium, and Mortierella were concerned with the degradation of organic matter, while the genera Pseudomonas, Arthrobacter, Variovorax, Aspergillus, and Penicillium might be related to the biocorrosion of bronzes. In addition, the microbial composition and principal co-ordinate analysis (PCoA) demonstrated the significant differences in microbial composition and structure between the raw soil samples and the soil samples around the artifacts and also between the soil samples in different sacrificial pits. Discussion It is important to understand the biodeterioration of the buried artifacts and the sacrificial activities in Sanxingdui site according to the results of microbial diversity and community. The combination of microbiology and archaeology will shed light on the archaeological issues related to the ancient human activities and behaviors.
C. Orr, R. Williams, H. Halldórsdóttir et al.
Scientific Reports · 2021
Waterlogged burial conditions impact upon artefact preservation. One major determinant of preservation is presence and behaviour of microorganisms, however, unravelling the mechanisms, especially in waterlogged conditions is challenging. In this study, we analysed elemental composition, bacterial diversity and community structure from excavation trenches at the Roman Site of Vindolanda, Northumberland, UK, using pXRF and 16S rRNA gene amplicon sequencing. Excavation trenches provide information of different occupation periods. The results indicated that microbial communities were dominated by Firmicutes, Bacteroidetes and Proteobacteria at a phylum level. Samples which also had visible vivianite presence showed that there were marked increases in Methylophilus. Methylophilus might be associated with favourable preservation in these anaerobic conditions. More research is needed to clearly link the presence of Methylophilus with vivianite production. The study emphasises the need for further integration of chemical and microbiome approaches, especially in good preservation areas, to explore microbial and chemical degradation mechanisms.
G. Taylor, Rhys Williams, H. Halldórsdóttir et al.
Frontiers in Soil Science · 2023
Introduction Soil at the Roman site of Vindolanda (Northumberland, UK) provides excellent preservation of wooden artefacts including Roman writing tablets. Methods In this study we examined chemical and microbial signature changes within varied occupation contexts of archaeological soil. Analysis included investigating elemental composition, sterol biomarkers, bacterial diversity and community structures from excavation trenches at Vindolanda using pXRF, GC-MS and 16S rRNA gene amplicon sequencing. Samples were taken from varying depths starting at topsoil and working down through layers of Roman occupation including one cavalry stable floor, two infantry barracks and a cook house, and layers which contained Roman writing tablets. Results and Discussion The chemical results indicate that areas where wooden artefacts were found had increased soil moisture which was also correlated with specific chemical conditions including shifts in iron, sulphur and phosphorous concentration. Steroid biomarkers indicate the presence of faecal matter in layers, supporting occupation descriptions. Overall microbial diversity did not change across the depth profile but was correlated with soil moisture. Anaerobic soils associated with more optimal preservation differed to other soils with increases in Firmicutes, Proteobacteria, Campilobacterota and Bacteroidota observed. Microbial community structure and putative function as revealed by PICRUSt2 is linked to occupation usage rather than depth of samples with laminated floor layers differing from turf structures. Understanding the complex processes within archaeological soil can help us to understand dynamics of decomposition and preservation. In addition, the apparent preservation of the environmental microbial community as well as the artefacts themselves allows us to understand the microbial environments of the past, how they relate to the present and what this means for our changing environments in the future.
Stéphane Boivin, Amélia Bourceret, Kenji Maurice et al.
Environmental Microbiology · 2023
Human activities have affected the surrounding natural ecosystems, including belowground microorganisms, for millennia. Their short- and medium-term effects on the diversity and the composition of soil microbial communities are well-documented, but their lasting effects remain unknown. When unoccupied for centuries, archaeological sites are appropriate for studying the long-term effects of past human occupancy on natural ecosystems, including the soil compartment. In this work, the soil chemical and bacterial compositions were compared between the Roman fort of Hegra (Saudi Arabia) abandoned for 1500 years, and a preserved area located at 120 m of the southern wall of the Roman fort where no human occupancy was detected. We show that the four centuries of human occupancy have deeply and lastingly modified both the soil chemical and bacterial compositions inside the Roman fort. We also highlight different bacterial putative functions between the two areas, notably associated with human occupancy. Finally, this work shows that the use of soils from archaeological sites causes little disruption and can bring relevant information, at a large scale, during the initial surveys of archaeological sites.
Ruihong Xu, Yuxin Chen, Dongpeng He et al.
Coatings · 2024
Microbial deterioration as one of the widespread problems in archaeological site museums significantly affects their safety and exhibits. This paper systemically investigated the environments and conditions of microbial outbreaks in the Dadiwan No. F901 site museum, which is a representative archaeological site of prehistoric Yangshao culture. The morphology and harmful characteristics of the outbreak microorganisms were analyzed by microscopic techniques. The ultraviolet resistance of harmful microorganisms was also studied. Combining these findings with the original facilities of the site museum, a scientific and reasonable project was proposed to control and prevent the activity of harmful microorganisms. In addition, a 1% OIT/DCOIT biocide concentration was applied to inhibit microorganism-caused deterioration, in combination with mechanical removal based on laboratory tests and screening in situ. The effectiveness of microbial control was assessed using a portable microscope, ATP bioluminescence assay, and color difference detection. As a long-lasting preventive measure for microbial deterioration, an ultraviolet sterilization system can efficaciously prevent the re-outbreak of microbial deterioration to form a relatively stable dynamic balance for the surroundings of the site. This study is a resultful exploration in terms of microbial control and plays an important role in the sustainable protection of archaeological site museums.
, Ingyeong Kim, Hyoungki Ahn
The hoseo Archaeological Society · 2025
This study explores methods and processes for digitally reconstructing archaeological landscapes, focusing on the Daegok-ri site in Suncheon, and examines potential applications of such reconstructions. Study on the restoration and digital representation of heritage sites using digital technology has been steadily progressing both domestically and internationally. Notable international examples include the Rome Reborn Project, while domestic projects such as the Hanyangdoseong Time Machine and the Gyeongju Seorabeol Millennium Time Travel exemplify this trend. These large-scale projects have primarily been conducted by IT companies or a limited number of researchers, making digital approaches in archaeology challenging for those less familiar with digital technologies. To facilitate easier digital reconstruction of archaeological landscapes by researchers, a step-by-step study was conducted. The subject of this study is the Daegok-ri site in Suncheon, which is currently submerged, rendering visual observation of the landscape difficult. Visualization was performed by incorporating archaeological data, paleoenvironmental information, and paleotopographic analysis. The site was reconstructed using GIS, 3D graphics technology, real-time rendering engines, and 3D modeling assets, enhancing its value for various applications. From an academic perspective, the visual representation of the surrounding environment and the spatial relationships between Bronze Age pit houses and dolmens aids in research comprehension. Practically, the reconstruction can be utilized as educational and exhibition material through virtual reality (VR) and augmented reality (AR). It can also contribute to cultural heritage preservation by being developed into virtual tourism resources or immersive extended reality (XR) content. To achieve this, establishing 3D modeling platforms and systematic archiving systems for data sharing is essential. For instance, if platforms similar to the Cultural Heritage Administration's National Heritage Portal's 3D Cultural Heritage section or the Korea Cultural Information Service's Metaverse Data Lab, which provide 3D modeling asset data, are developed for archiving and public sharing, study on the digital restoration and representation of archaeological sites will become more active.
Yangmin Qin, A. Bobrov, Daniel Puppe et al.
SSRN Electronic Journal · 2023
The Qinghai-Tibet Plateau (QTP) is characterized by a vast number of frozen and unfrozen freshwater reservoirs, which is why it is also called "the third pole" of the Earth or "Asian Water Tower". We analyzed testate amoeba (TA) biodiversity and corresponding protozoic biosilicification in lake sediments of the QTP in relation to environmental properties (freshwater conditions, elevation, and climate). As TA are known as excellent bio-indicators, our results allowed us to derive conclusions about the influence of climate warming on TA communities and microbial biogeochemical silicon (Si) cycling. We found a total of 113 TA taxa including some rare and one unknown species in the analyzed lake sediments of the QTP highlighting the potential of this remote region for TA biodiversity. >1/3 of the identified TA taxa were relatively small (<30 μm) reflecting the relatively harsh environmental conditions in the examined lakes. TA communities were strongly affected by physico-chemical properties of the lakes, especially water temperature and pH, but also elevation and climate conditions (temperature, precipitation). Our study reveals climate-related changes in TA biodiversity with consequences for protozoic biosilicification. As the warming trend in the QTP is two to three times faster compared to the global average, our results provide not only deeper insights into the relations between TA biodiversity and environmental properties, but also predictions of future developments in other regions of the world. Moreover, our results provide fundamental data for paleolimnological reconstructions. Thus, examining the QTP is helpful to understand microbial biogeochemical Si cycling in the past, present, and future.
L. Zucconi, Natalia Fierro-Vásquez, André Antunes et al.
npj Biodiversity · 2025
Antarctica, a seemingly barren and icy wilderness, is home to a diverse array of microbial life that plays a critical role in sustaining its ecosystems. These resilient microorganisms drive nutrient cycling and carbon sequestration, but their function in global processes remains unclear. This pristine environment faces mounting threats from human activities, climate change, and increasing tourism. Contaminants, non-native species, and microplastics are increasingly reaching even the most remote regions, disrupting delicate microbial communities existing for millions of years. Antarctic microorganisms are not only ecologically significant but also valuable for biotechnological advancements, making their conservation imperative. Climate change exacerbates these threats, altering microbial habitats and promoting shifts in community structure. Tourism growth, though beneficial for education and economic reasons, poses significant challenges through biological and chemical contamination. Despite efforts under the Antarctic Treaty System to protect the region, there is a critical need for enhanced measures specifically targeting microbial conservation. This article underscores the importance of conserving Antarctic microbial diversity. It highlights the intricate microbial ecosystems and the urgency of implementing strategies such as stringent biosecurity measures, sustainable tourism practices, and comprehensive monitoring programs. Additionally, fostering international collaboration and research initiatives is vital for understanding and designing strategies to mitigate the impacts of environmental changes on microbial life. By prioritizing microbial conservation in policy frameworks and strengthening global cooperation, we can safeguard these unique ecosystems and ensure their resilience for future generations.
A. Zverev, G. Gladkov, A. Kimeklis et al.
Microorganisms · 2023
Restoration of anthropogenically disturbed soils is an urgent problem in modern ecology and soil biology. Restoration processes in northern environments are especially important, due to the small amounts of fertile land and low levels of natural succession. We analyzed the soil microbiota, which is one of the indicators of the succession process is the soil. Samples were obtained from three disturbed soils (self-overgrown and reclaimed quarries), and two undisturbed soils (primary and secondary forests). Primary Forest soil had a well-developed soil profile, and a low pH and TOC (total organic carbon) amount. The microbial community of this soil had low richness, formed a clear remote cluster in the beta-diversity analysis, and showed an overrepresentation of Geobacter (Desulfobacteriota). Soil formation in clay and limestone abandoned quarries was at the initial stage, and was caused by both a low rate of mineral profile formation and severe climatic conditions in the region. Microbial communities of these soils did not have specific abundant taxa, and included a high amount of sparse taxa. Differences in taxa composition were correlated with abiotic factors (ammonium concentration), which, in turn, can be explained by the parent rock properties. Limestone quarry reclaimed by topsoil coverage resulted in an adaptation of the top soil microbiota to a novel parent rock. According to the CCA analysis, the microbial composition of samples was connected with pH, TOC and ammonium nitrogen concentration. Changes in pH and TOC were connected with ASVs from Chloroflexota, Gemmatimonadota and Patescibacteria. ASVs from Gemmatimonadota also were correlated with a high ammonium concentration.
A. Groenenboom, E. Smid, Sijmen E. Schoustra
BMC Research Notes · 2019
Stabilising samples of microbial communities for DNA extraction without access to laboratory equipment can be a challenging task. In this paper we propose a method using filter paper disks for the preservation of DNA from diverse microbial communities which are found in a fermented milk product. Small adaptations to the DNA extraction method used for liquid fermented milk delivered DNA of sufficient amounts and quality to be used for later analyses, e.g. full community 16S amplicon sequencing. The microbial community structure obtained via the filter paper method showed sufficient resemblance to the structure obtain via the traditional DNA extraction from the liquid milk sample. This method can therefore successfully be used to analyse diverse microbial communities from fermented milk products from remote areas.
E. Lopes, M. Semedo, M. P. Tomasino et al.
Frontiers in Microbiology · 2024
Microbial communities are crucial for important ecosystem functions in the open ocean, such as primary production and nutrient cycling. However, few studies have addressed the distribution of microplankton communities in the remote oligotrophic region of the Pacific Ocean. Moreover, the biogeochemical and physical drivers of microbial community structure are not fully understood in these areas. This research aims to investigate the patterns of prokaryotic and protists communities’ distribution in the North Pacific Subtropical Front (NPSF). The NPSF is a vast oligotrophic region with layered surface water and strong ocean currents. Despite its considerable size, its community distribution and function are poorly studied. We used a 16S and 18S rRNA gene sequencing approach to identify and characterize the water column microbial communities at two depths, the surface (3–5 m) and the deep chlorophyll maximum (DCM, 108–130 m). We aimed to elucidate the horizontal distribution patterns of these communities and to dissect the factors intricately shaping their distribution in the NPSF. Results showed that the community structure of both prokaryotes and protists was significantly influenced by depth, temperature, and longitude. Regarding alpha diversity, both communities presented a higher diversity at the surface. The prokaryotes also demonstrated to have a higher diversity in samples placed further east. The prokaryotes were dominated by Proteobacteria and Cyanobacteria, and the eukaryotic communities were dominated by Syndiniales. Combining biological and hydrographic data analysis showed the influence of vertical currents near the frontal jet in shaping the vertical distribution of both prokaryotic and protist communities. Even though most studies do not consider anomalies that emerge at each depth, these occurrences are capable of having a strong impact and influence on community structure. This study marks a significant advance in unraveling the intricate community structure and distribution dynamics of marine microbial communities within the North Pacific Ocean.
Xiaomeng Wang, Muhammad Zain Ul Arifeen, Shengwei Hou et al.
Scientific Data · 2024
The northeastern Indian Ocean exhibits distinct hydrographic characteristics influenced by various local and remote forces. Variations in these driving factors may alter the physiochemical properties of seawater, such as dissolved oxygen levels, and affect the diversity and function of microbial communities. How the microbial communities change across water depths spanning a dissolved oxygen gradient has not been well understood. Here we employed both 16S rDNA amplicon and metagenomic sequencing approaches to study the microbial communities collected from different water depths along the E87 transect in the northeastern Indian Ocean. Samples were collected from the surface, Deep Chlorophyll Maximum (DCM), Oxygen Minimum Zone (OMZ), and bathypelagic layers. Proteobacteria were prevalent throughout the water columns, while Thermoproteota were found to be abundant in the aphotic layers. A total of 675 non-redundant metagenome-assembled genomes (MAGs) were constructed, spanning 21 bacterial and 5 archaeal phyla. The community structure and genomic information provided by this dataset offer valuable resources for the analysis of microbial biogeography and metabolism in the northeastern Indian Ocean.
Emily Smenderovac, Karelle Rheault, Marie-Ange Moisan et al.
Scientific Reports · 2025
The study of microbial communities of the plant phyllosphere in remote locations using DNA-based approaches is limited by the challenges associated with their preservation in the field and during transportation. Freezing is a common DNA preservation strategy, but it may be unsuitable for leaf samples, or inaccessible in some locations. Other methods such as desiccation, ethanol or commercial preservatives are potential alternative DNA preservation methods for ambient temperature storage. In this study, we assessed the efficacy of desiccation (with silica gel packs), and of three preservation solutions (95% ethanol, RNAlater, LifeGuard) for the preservation of epiphytic phyllosphere communities of Populus tremuloides and Picea glauca at ambient indoor temperature (21 °C) for up to three weeks. We assessed effects on DNA concentration and quality and used metabarcoding to detect changes in bacterial and fungal communities between treatments over time. A secondary study was conducted on leaves of Populus grandidentata to further test the ability of the desiccation treatment to resolve differences between sampling sites. Silica gel packs were identified as effective ambient temperature preservative of phyllosphere bacterial and fungal communities. There were some changes in the communities compared to immediate extraction due to this treatment, but these changes did not affect the ability to distinguish tree species and sampling locations. Overall, our study supports the use of silica gel pack short term preservation at ambient temperature for phyllosphere samples intended for DNA-based microbial community analyses.
V. Kadnikov, A. Mardanov, D. Ivasenko et al.
Scientific Reports · 2018
Thermal ecosystems associated with underground coal combustion sites are rare and less studied than geothermal features. Here we analysed microbial communities of near-surface ground layer and bituminous substance in an open quarry heated by subsurface coal fire by metagenomic DNA sequencing. Taxonomic classification revealed dominance of only a few groups of Firmicutes. Near-complete genomes of three most abundant species, ‘Candidatus Carbobacillus altaicus’ AL32, Brockia lithotrophica AL31, and Hydrogenibacillus schlegelii AL33, were assembled. According to the genomic data, Ca. Carbobacillus altaicus AL32 is an aerobic heterotroph, while B. lithotrophica AL31 is a chemolithotrophic anaerobe assimilating CO2 via the Calvin cycle. H. schlegelii AL33 is an aerobe capable of both growth on organic compounds and carrying out CO2 fixation via the Calvin cycle. Phylogenetic analysis of the large subunit of RuBisCO of B. lithotrophica AL31 and H. schlegelii AL33 showed that it belongs to the type 1-E. All three Firmicutes species can gain energy from aerobic or anaerobic oxidation of molecular hydrogen, produced as a result of underground coal combustion along with other coal gases. We propose that thermophilic Firmicutes, whose spores can spread from their original geothermal habitats over long distances, are the first colonizers of this recently formed thermal ecosystem.
Jilong Zou, Daen Bao, Tong Yu
2024 6th International Conference on Energy, Power and Grid (ICEPG) · 2024
Off-grid island microgrids, which integrate renewable energy sources, are instrumental in addressing the challenges of electricity provision and environmental sustainability in remote locales. This study presents an optimization design of a microgrid system on a specific Chinese island, leveraging the HOMER Pro software for power system simulation as a design support tool. The design capitalizes on the island’s bountiful wind and solar resources by employing a hybrid wind-solar power generation strategy to supply the microgrid with electricity. The simulation outcomes from HOMER Pro demonstrate that the proposed system exhibits favorable economic viability, environmental sustainability, and reliability in power supply.
Saleh Awadh Al Dawsari, Fatih Anayi, M. Packianather
2024 12th International Conference on Smart Grid (icSmartGrid) · 2024
Energy storage systems are increasingly deployed globally for future energy planning. Fluctuations in solar radiation and wind speed often generate extra or shortage of electricity from solar photovoltaic arrays and wind turbines. Introducing hybrid energy storage systems becomes pivotal in bolstering the reliability of power generation through solar installations and wind speed. Microgrids are essential infrastructure within smart grid frameworks, particularly in photovoltaic systems. This paper introduces an innovative methodology to assess the incorporation of solar photovoltaic (PV) and wind turbine renewable energy systems (RES) together with Electrolyzer-Fuel Cell Energy Storage Systems (EFCS) and Battery Energy Storage Systems (BESS). In order to enhance the system's reliability, a backup diesel generator (DG) has been included in the configuration. A novel framework for configuring the off-grid hybrid energy system that combines Electrolyzer, fuel cells (FC), wind turbines (WTs), photovoltaic (PV) panels, batteries (BATT), and DGs to determine the optimal size of each unit to meet the load demand. To accomplish this, each component undergoes modeling, with the total annual cost serving as the foundation for defining the objective function. Additionally, the optimization problem considers the highest permissible loss of power supply probability (LPSP), ensuring system dependability. Moreover, the minimization of the dummy load has been considered in the objective function. The Mantis Search Algorithm (MSA) algorithm is applied for the first time to minimize the objective function of hybrid energy systems. a noteworthy proficiency in exploitation and exploration is the main feature of applying the MSA algorithm. A practical case study is applied to the proposed methodology, and the results are analyzed. The PV/Wind/FC/Electrolyzer/batteries/DG configuration based MSA algorithm emerges as a cost-effective energy system.
R. Wu, Zhiguang Zhu
ACS Sustainable Chemistry & Engineering · 2018
Enzymatic electrosynthesis has been used to synthesize a variety of chemicals with the electric energy input. On the other hand, enzymatic fuel cells can provide off-grid electricity from inexpensi...
Charlie Hailey
Public · 2020
When the last U.S. Census canvassed Slab City, a remote, self-governed community of artists, retirees, anarchists and homeless people in southern California’s desert, most of its residents claimed ownership of the plots they occupied as “free and clear.” And yet Slab City itself occupies land that is public, as firm in this designation as the resolve of those who live there. Often called the “last free place,” this square-mile plot is one of the remaining Section 36 areas, which were originally reserved for the state’s public schools when each township was laid out by the National Ordinance’s land surveys that blanketed the American West in an invisible but all-encompassing grid. Consequently, the state of California hosts an array of one-square mile pockets of land. Among these, Slab City is a camp that bears the ongoing question of how land—environmentally inhospitable yet relatively hospitable in its public status—might host practices of self-determination, self-regulated community, and national identity. Veritable blind spots of land management, Section 36 areas contrast other more regulated, though comparable, practices on public and private lands. The Bureau of Land Management oversees Long Term Visitor Areas where campers can park trailers across vast territories for extended periods of time, and Walmart plays host to cross-country travelers who overnight in its parking lots—a permutation of recreational camping known as boondocking. But what happens in the absence of oversight? In places where the campsites become permanent? In times when those living there have arrived not only by choice but also in many cases out of necessity? Legacies of a country’s organizational matrix, Section 36’s pockets of land linger as residual pieces of frontier mythologies, as testaments of the arbitrariness of the grid and its land policies, and as fertile ground for alternative practices of adapting to inhospitable environments and making home in improvised communities. This essay seeks to understand how Section 36 land hosts contemporary intersections of public space and freedom.
A. Jawad
Journal of Developing Country Studies · 2024
Sustainable Development - 2030 is poised for a transformative global landscape, marked by two pressing challenges: antibiotic resistance, an escalating public health crisis, and the pursuit of Sustainable Development Goals (SDGs) to alleviate poverty and enhance living standards. This commentary explores the intricate relationship between antibiotic resistance, the 2030 agenda for sustainable development, and poverty in developing countries. Antibiotic resistance, primarily fuelled by overuse and misuse, threatens to intensify the burden of infectious diseases, particularly among vulnerable populations. Concurrently, sustainable development in these regions is beset with hurdles. Eradicating poverty, a central SDG-2030 goal hinges on addressing healthcare disparities and the impacts of antibiotic resistance. This in-depth analysis comprehensively examines the complex interplay of these factors, evaluating the challenges they pose to the SDGs-2030. It assesses the current state of sustainable development and its potential to uplift impoverished communities, highlighting the consequences of antibiotic resistance on healthcare access and the challenges related to achieving food security amid antibiotic residues. The paper explores strategies and obstacles in the dual pursuit of poverty elimination and antibiotic resistance mitigation, emphasizing the need for holistic, evidence-based solutions across social, economic, environmental, and health dimensions. These commentaries offer insights and recommendations to inspire proactive efforts towards a more equitable and sustainable future.
Reynaldo V Villanueva, Hwa-Seok Hwang, Kyung Sook Choi
International Journal of Developing Country Studies · 2025
Purpose: The livestock industry of the Philippines is a significant contributor to the nation's gross domestic product (GDP) and offers much potential for economic development, rural livelihood and national food security. The purpose of this review is to examine the current state of the industry, highlighting the main challenges and opportunities and demand for more sustainable growth, especially in the developing country context. Methodology: This systematic literature review employed a content analysis and thematic synthesis. It reviewed a diverse set of papers from peer-reviewed articles, research reviews, government documents, and industry analyses that were relevant to the specifics of the livestock industry in the Philippines. Findings: The industry's sustainability development is mainly limited by widespread challenges including disease outbreaks, restricted market outlets, environmental pollution, and massive production inefficiency. But the review in fact highlights the urgency of grasping current and emerging opportunities, such as digitalization and new technologies, to fundamentally improve productivity and sustainability. Promising models for sustainable growth that distinguish the value chain and green economy practices are also provided. Unique Contribution to Theory, Practice, and Policy: This paper compiles dispersed information to provide a broad overview of the development trajectory of the Philippine livestock sector. However, in practice, it offers more concrete recommendations for farmers and industry actors, meaning it accentuates the role of digitalization and technological excellence as a driver of the rise of productivity and sustainability. On policy, it spells out explicit conditions for a conducive policy environment, such as coordinated animal health systems, pro-poor value chains, demand-led research and education, effective institutional capacities, global prize, and sound monitoring and evaluation. In the end, however, to achieve the full potential of the sector as an engine of sustainable rural development and national food security, a concerted effort of policymakers, farmers, researchers and digital firms is required.
Tatiana Şcerbacova
5th International Scientific Conference on Microbial Biotechnology · 2022
The basis of microbial means of plant protection against diseases is live cultures of microorganisms with high virulence and their metabolic products. The leading role in the biological control of plant diseases is assigned to microscopic fungi. A special place is occupied by the genus Trichoderma Pers. ex Fr. The advantages are a high growth rate, a wide range of antifungal activity, and simple equipment for cultivation on an industrial scale. The biopreparation production technology constitutes the cultivation of the fungus-producer in a liquid nutrient medium in a bioreactor or on a microbiological shaker for 72-96 hours. An important step in obtaining effective biopreparations is the selection of the optimal nutrient medium for cultivating the bioagent. Modification of nutrient media according to the main sources of nutrition of microorganisms (carbon, nitrogen) promotes the formation of biologically active substances that have an inhibitory effect on phytopathogens. This action can be strengthened or weakened. During the evaluation of the fungicidal action spectrum of the liquid biopreparation Gliocladin-SC (the active substance is the fungus Trichoderma virens Miller, Giddens, and Foster), 18 pathogenic agents of crop diseases causative agents were identified (Scerbacova T., 2019). Several liquid nutrient media were used in the present work. When the medium composition changed according to the carbon source, in addition to chlamydospores, conidia and blastospores were formed. The zones of Sclerotinia sclerotiorum pathogens inhibition growth (Fig. 1) and Botrytis cinerea expanded, and the antifungal effect against pathogens of fruit crops Monilia cinerea and M. fructigena also increased. The preparation fabricated on the base of that nutrient medium was tested on “Krupnoplodnyi” sweet cherries variety to suppress the development of moniliosis. After two treatments with 1% concentration, the disease development reduction efficiency was 91.8% (Scerbacova T. et al., 2015). Media 2(a) Media 10 Media 11 Figure 1. Growth inhibition zones of the pathogen S. sclerotiorum with Gliocladin-SC biopreparation based on media with different compositions In the result of the conducted research, it was found that for the successful application of GliocladinSC biopreparation in plant protection against a wide range of diseases, separate balanced nutrient media for controlling different groups of pathogens are needed.
S. M. Warli, K. A. Pakpahan, Ramlan Nasution et al.
Saudi Medical Journal · 2024
Objectives: To examine the simplified Fournier Gangrene Severe Index Score (SFGSI) and the number of species in culture findings for predicting death in Fournier Gangrene (FG) patients in terms of their predictive power. Methods: From January 2017 to July 2022, the medical records of individuals undergoing emergency surgery for FG were obtained. A total of 80 patients were examined for clinical data such as age, gender, laboratory parameters, etiology, isolated bacteria, and mortality rate. Results: We identified a statistically significant mean difference between SFGSI (p<0.0001) and quickSOFA (qSOFA) scores (p=0.002) in determining the survival rate of FG patients. The sensitivity and specificity of the SFGSI score in predicting mortality were 90.1% and 88.3% respectively, whereas the sensitivity and specificity of the qSOFA score were 88.2% and 86.2%. E. Coli comprised 56.2% of the bacteria, followed by S. Haemolyticus, S. Aureus, P. Aeruginosa, and K. Pneumoniae. On the basis of bacterial culture results, P. Aeruginosa had the highest fatality rate (100%) followed by S. Aureus (75%), S. Haemolyticus (30%), and E. Coli (20%), in that order. Conclusion: The survival rate of FG patients can be predicted using the sensitivity and specificity of the SFGSI and qSOFA scores together. P. Aeruginosa-infected patients have the greatest mortality rate (100%) compared to the other groups.
Naoise Nunan, Maëlle Maestrali, Haotian Wu et al.
· 2024
Soil microbial communities live within a complex three dimensional pore network, the properties of which constrains microbial life and activity. The physical structure of soil, and the associated pore network, limit microbial access to resources. It also determines micro-environmental conditions (e.g. redox conditions) that can affect microbial use of the available resources and the rates at which they use energy. Whilst the distributions of different types of activities (CO2 production, enzyme activities) in the pore network have received some attention, the rate at which microbial communities use the energy available to them, i.e. metabolic power, has received little. Energy is required for most aspects of microbial functioning and the rate at which this energy is used determines the extent to microbial functioning proceeds.Linking the energy available to the rate at which it is processed at the pore scale may help us to better understand how microbial growth and C dynamics are constrained by the physical environment in soil. In order to do so, we collected data from papers in which isotopically-labelled organic substrate was added to pores with different neck diameters and calculated the microbial community catabolic rates, the Gibbs energies of the reactions in oxic and anoxic conditions. This allowed us to estimate the distribution of microbial metabolic power in the pore network and of carbon use efficiency using the approach in LaRowe and Amend (American Journal of Science, Vol. 315, March, 2015,P.167&#8211;203, DOI 10.2475/03.2015.01). We then compare the calculations with laboratory measurements of the distribution of carbon use efficiency at the pore scale.&#160;
Weidong Chen, Jianyuan Xu
Symmetry · 2025
Single-phase short-circuit faults are severe asymmetrical fault modes in high renewable energy power systems. They can easily cause large-scale renewable energy to enter the low-voltage ride-through (LVRT) state. When such symmetrical or asymmetrical faults occur in the transmission channels of high-proportion wind power clusters, they may trigger the tripping of thermal power units and a transient voltage drop in most wind turbines in the high-proportion wind power area. This causes an instantaneous active power deficiency and poses a low-frequency oscillation risk. To address the deficiencies of wind turbine units in fault ride-through (FRT) and active frequency regulation capabilities, a power emergency support scheme for wind power clusters based on doubly fed variable-speed pumped storage dynamic excitation is proposed. A dual-channel energy control model for variable-speed pumped storage units is established via AC excitation control. This model provides inertia support and FRT energy simultaneously through AC excitation control of variable-speed pumped storage units. Considering the transient stability of the power network in the wind power cluster transmission system, this scheme prioritizes offering dynamic reactive power to support voltage recovery and suppresses power oscillations caused by power deficiency during LVRT. The electromagnetic torque completed the power regulation within 0.4 s. Finally, the effectiveness of the proposed strategy is verified through modeling and analysis based on the actual power network of a certain region in Northeast China.
Yanming Shi, Zhenying Wang
Volume 12: Innovative and Smart Nuclear Power Plant Design · 2022
Abstract After a nuclear accident, the nuclear power plant will monitor and analyze the unit status, environmental characteristics and accident process, determine the emergency state classification under the nuclear accident conditions, and respond to the emergency state hierarchically, to reduce the impact of the accident and ensure the safety of personnel. For determining emergency state classification of nuclear power plant cold shutdown and refueling shutdown operation mode, reactor vessel water level is an important basis for judging. The Three Mile Island nuclear accident made the industry realize the necessity of monitoring the primary water load, especially the water level in the Reactor vessel. Reactor vessel water level provides an essential basis for monitoring the core cooling state after an accident, to ensure that the core cooling state can be diagnosed correctly in time, accurately and conveniently, thus providing a criterion for determining the emergency state level, and then selecting the appropriate accident operation strategy. Based on the demand analysis of emergency state classification based on reactor vessel water level, combined with the current situation of reactor vessel measurement in Reactor vessel and the setting of peripheral dose rate monitoring channels, this paper supplements the water level measurement method under potential water loss conditions, realizes the full-range measurement of Validity water level in Reactor vessel, evaluates Validity water level Validity in Validity, and then efficiently determines the emergency state classification, providing Validity basis for emergency response.
Sushrut Arora, Gabriele Pastorella, Byrne Barry et al.
Reviews in Pharmaceutical & Biomedical Analysis · 2010
The primary focus of this review is the discussion of how biosensor-based platforms can be used in conjunction with microbial cells for monitoring, environmental and industrial applications. Two approaches will be comprehensively discussed. The first of these will examine how immunosensors can be used for the sensitive and selective detection of bacterial pathogens in a range of diverse and complex sample matrices. Secondly, we discuss the implementation of free and immobilised microbial cells for facilitating the analysis of chemicals and metabolites in cost-effective devices that, in turn, are directly applicable to environmental monitoring. Further examples, relating to the uses and advantages of microbial fuel cells are also discussed, with particular emphasis on recent and innovative developments.
André Grüning, Nelli J. Beecroft, Claudio Avignone-Rossa
bioRxiv (Cold Spring Harbor Laboratory) · 2014
Abstract Microbial Fuel Cells (MFCs) are a promising technology for organic waste treatment and sustainable bioelectricity production. Inoculated with natural communities, they present a complex microbial ecosystem with syntrophic interactions between microbes with different metabolic capabilities. From this point of view, they are similar to anaerobic digesters, however with methanogenesis replaced by anaerobic respiration with the anode as terminal electron acceptor. Bio-electrochemically they are similar to classical fuel cells where however the electrogenic redox reaction is part of the microbial metabolism rather than mediated by an inorganic catalyst. In this paper, we analyse how electric power production in MFCs depends on the composition of the anodic biofilm in terms of metabolic capabilities of identified sets of species. MFCs were started with a natural inoculum and continuously fed with sucrose, a fermentable carbohydrate. The composition of the community, power and other environmental data were sampled over a period of a few weeks during the maturation of the anodic biofilm, and the community composition was determined down to the species level including relevant metabolic capabilities. Our results support the hypothesis that an MFCs with natural inoculum and fermentable feedstock is essentially a two stage system with fermentation followed by anode-respiration. Our results also show that under identical starting and operating conditions, MFCs with comparable power output can develop different anodic communities with no particular species dominant across all replicas. It is only important for good power production that all cells contain a sufficient fraction of low-potential anaerobic respirators, that is respirators that can use terminal electron acceptors with a low redox potential. We conclude with a number of hypotheses and recommendations for the operation of MFCs to ensure good electric yield.
Vijayalaxmi Naganuri -, Pratiksha Jadhav -, Lingayya Hiremath -
International Journal For Multidisciplinary Research · 2023
Microbial biofilms are complex microbial colonies that attach to surfaces and grow inside an extracellular polymeric substance (EPS) matrix. These biofilms have great promise for industrial applications and play crucial roles in several natural and artificial systems. The use of microbial biofilms in industrial settings is examined in this abstract, which also places an emphasis on techniques to improve biofilm development and performance through surface modification and quorum sensing manipulation. Due to their versatility, durability, and cooperative behaviour, biofilms have attracted interest and are useful in a variety of industrial industries. They work in the food business, bioenergy generation, agriculture industry and biosensor, among other fields.Biofilms are more effective in industrial processes because of their intricate interactions, which also lead to higher metabolic capacities, increased stress tolerance, and improved retention of immobilised cells. The production and performance of microbial biofilms need to be improved in order to fully realise their potential. Techniques for surface modification provide a promising way to customise the characteristics of biofilms. It is possible to modify the topography, hydrophobicity, and charge of the substrate to affect how quickly biofilms form after initial microbial attachment. Additionally, functionalization and coatings based on nanomaterials provide novel approaches to improve biofilm adhesion, cohesiveness, and stability. The method of cell-to-cell communication known as quorum sensing (QS) directs the development and behaviour of biofilms. Controlling QS pathways enables fine-grained regulation of biofilm growth. QS may be controlled via genetic engineering and small molecule therapy, which affects the phenotypic and architecture of biofilms. With the use of these techniques, biofilms may be designed with the required properties, including greater thickness, higher resistance to shear pressures, and increased production of desirable chemicals. In conclusion, because of their cooperative nature and adaptable functioning, microbial biofilms show enormous promise for industrial applications. The importance of surface modification and quorum sensing modulation as tactics to improve biofilm performance is highlighted in this abstract. As science advances, a fuller comprehension of the ecology of biofilms, interspecies interactions, and synthetic biology technologies will make it easier to create biofilms that are specifically suited to a given industrial purpose. Understanding the complex principles underlying biofilm production and behaviour will allow for the full realisation of the promise for sustainable and effective industrial processes, ushering in a new age of biofilm-based technology.
Yusen Ye, Hong Yan
Natural Hazards - Impacts, Adjustments and Resilience · 2021
Disaster relief supplies (DRS) play a vital role in natural disaster rescue and relief operations. Often DRS management is initiated and supported by the government, yet the related cost issues have not been fully emphasized. In the face of highly uncertain disaster locations and timing, these supplies are usually prepositioned without proper consumption, which causes enormous waste in practice both economically and environmentally. This chapter highlights the potential to bring the reverse logistics strategies in conventional business practice into DRS management. Incorporating the reverse flow of removed relief items with DRS supply chain management not only benefits in cost reduction and environmental protection, but also enhance the daily management and quality control of DRS. Relying on social trust and efficient marketing network provided by government coordination and international cooperation, the stable quality level and relatively integrated inventories of the removed DRS can achieve economies of scale in the reverse supply chain operations. This chapter aims to develop an understanding of DRS reverse logistics, which energizes the responsible management of DRS for economic, social, and environmental sustainability.
Ronald Semyalo, Dorina Keji Zachariah Gubek, Rosemary Nalwanga et al.
Journal of Water, Sanitation and Hygiene for Development · 2024
The study evaluated water access and disease prevalence in the Rhino Camp refugee settlement by mapping water sources, interviewing residents, and reviewing health centre records. Primary water sources were tanks providing 10.2 litres per person per day (l/p/d). Microbial contamination including total coliforms reaching 2.8 × 104 cfu/ml (household container – Tika), thermotolerant coliforms, and faecal enterococci were observed throughout the water supply chain, suggesting faecal contamination and posing a health risk. We attributed this to poor handling and storage related to poor sanitation in the settlement, highlighting the importance of promoting hygiene practices among refugees, particularly in the Ofua Zone, which had the highest contamination risks and the highest sanitary risk scores. Malaria and typhoid were the most prevalent diseases, with Ofua having the highest disease incidence. Water collection was mostly done by adult females and female children (34.7 and 30.3%, respectively) although water collection was generally low (<4 times a day). Boiling water was associated (p < 0.05) with the incidence of hepatitis A in Ofua. Adequate water (>20 l/p/d), water treatment, and education on hygiene practices especially for adult females are essential in lowering contamination and the incidence of diseases.
Michelle El Kawak, Jana Al Hassanieh, Marwa Berjawi et al.
PLOS ONE · 2024
Deficient water, sanitation, and hygiene (WASH) significantly account for a high burden of disease across the globe. Lebanon, an Eastern Mediterranean lower-middle-income country with a polluted environment, a fragmented healthcare system, and an ongoing severe economic crisis, faces serious challenges in sustaining safe water supplies, especially in vulnerable communities, while also hosting the world highest refugee population per capita. This study aimed to examine the mutagenicity, and the estrogenic and androgenic activities of water supplies, across both a Palestinian refugee camp and a Syrian informal settlement. Water samples were collected from two targeted camps in Dbayeh and Choueifat, North and South of the Capital City Beirut, respectively, between the months of September and October 2022. Microbial and physicochemical properties of samples were determined, including fecal contamination, total dissolved solids, and various minerals and salts. Organic pollutants were extracted using pre-packed solid phase extraction (SPE) columns, and then mutagenicity of extracts was examined using the Ames test in two Salmonella typhi bacterial strains. The estrogenic and androgenic activities of extracts were assessed using the yeast estrogen and androgen screen tests assays (YES/YAS). Results show excessive levels of total coliforms and total dissolved solids (TDS) in samples from both sites. In addition, the water supply from the Dbayeh Palestinian refugee camp is mutagenic, while the water supply from the Choueifat Syrian informal settlement shows anti-androgen activity. Our findings provide valuable WASH baseline data in two major vulnerable communities in Lebanon, and highlight the importance of a water toxicity testing approach concomitant with a water safety plan, based on a holistic strategy that covers all stages of the water supply chain.
Mohammad Hussein Alshirah, Anwar Jiries, Amjad Shatnawi
International Journal of Hydrology · 2020
Evaluation of the environmental situation inside Zaatarirefugee camp in terms of water, soil and air was done through classic monitoring as well as by the use of new technique (biofilm) to monitor heavy metal pollution in sewage system at Zaatari camp was done. Major ionic composition was determined for surface runoff, groundwater and wastewater whereas six heavy metals Zn, Mn, Cd, Cr, Cu and Pbwere evaluated for all samples. It was found that salinity of surface runoff decreased with rain events that the highest concentration was found at the beginning of the rainy season where the lowest was found at the end of the season.The salinity of wastewater was related to population density within the camp as it was highest in the oldest part of the camp where high population density exist and the lowest was in the new part of the camp with low population density. Heavy metal concentration in groundwater was low indicating that pollution from the refugee camp did not reach the groundwater resources of the area. All biofilm sampling of the same of wastewater samplingsites was done and it was found to be more efficient in wastewater monitoring as it represent longer period of monitoring than traditional method.For heavy metals concentration in the upper soil showed much higher concentration than lower soil indicating that the source of heavy metals are from the activities within the camp. For air concentration of all heavy metals were very low indicating that there is no source of heavy metals pollution in the area as the camp is located in a desert area and relatively far from major cities.
Mohini Gahlot, Pinaki Ghosh
2024 Second International Conference on Intelligent Cyber Physical Systems and Internet of Things (ICoICI) · 2024
Pneumonia continues to pose a considerable worldwide health burden, contributing significantly to morbidity and death across all age categories. The goal of this thorough Analysis study is to provide a thorough analysis of pneumonia, including information on its Pathophysiology, diagnostics, epidemiology, and treatment techniques. We'll investigate epidemiological elements using machine learning and deep learning such as incidence, prevalence, and risk factors to learn more about the disease's using artificial intelligence regional and demographic differences. The intricate Pathophysiology of pneumonia will be covered in detail, along with how host variables, environmental factors, and microbial agents interact. The merits and limits of various diagnostic procedures, such as sophisticated imaging, laboratory techniques, and clinical evaluation, will be analyzed critically. In addition, the discussion will go over current protocols and recommendations for treating pneumonia, stressing the need of supportive care, antibiotic treatment, and preventative measures. In order to provide physicians, researchers, and policymakers a thorough grasp of this common respiratory ailment, the article will discuss recent trends, difficulties, and future prospects in pneumonia research and clinical practice in using machine learning and deep learning.
Upinder Kaur
Journal of Animal Science · 2024
The emergence of precision livestock farming (PLF) offers a transformative lens through which to prioritize animal welfare. At the heart of this transformation lies the rumen, a complex microbial ecosystem within dairy cows responsible for converting feed into nutrients and impacting cow health, productivity, and environmental footprint. Despite its pivotal role, our understanding of the inner workings of the rumen remains limited due to a lack of real-time monitoring tools. My research leverages AI and robotics in PLF to address this gap, focusing on developing a closed-loop system for continuous, in-vivo rumen monitoring. This system employs cyber-physical systems (CPS) embedded with modular sensors and adaptive algorithms. These sensor modules, powered by AI-based data tracking, autonomously monitor rumen temperature, humidity, pressure, and methane concentration, enabling early detection of imbalances and prompt interventions to maintain optimal rumen health. A key innovation is the self-powered in-vivo robot capable of traversing the rumen’s stratified layers. Guided by AI-powered localization, this robot unlocks unparalleled access to new data, aiding in identifying specific regions associated with conditions like subacute ruminal acidosis (SARA) and methane production. This non-invasive approach eliminates the need for traditional cannulation, minimizing stress on the animal and opening new avenues for animal scientists. The impact of this research extends beyond individual cow health. By optimizing rumen function, we can improve feed efficiency, reduce methane emissions, and promote overall sustainability in dairy farming. Additionally, real-time data insights pave the way for precision nutrition, tailored interventions, and improved disease prevention, directly enhancing animal welfare. This novel approach to rumen monitoring represents a significant step towards realizing the full potential of PLF. By integrating AI and robotics, we can usher in a future where animal welfare and environmental sustainability go hand-in-hand, ultimately contributing to a more responsible and ethical dairy industry.
Vinay Kumar Yadav, Manish Dadhich
Advances in Computational Intelligence and Robotics · 2022
The agriculture science system is facing lots of problems from environmental change. Machine learning (ML) and cyber physical systems (CPS) are the best approaches to overcome the problems by building good and effective solutions. Crop yield prediction includes prediction of yield for the crop by analysing the existing data by considering several parameters like weather, soil, water, and temperature. This project addresses and defines the predicting yield of the crop based on the previous year's data using a linear regression algorithm into which you can type your own text.
Shaun Joseph Smyth, Kevin Curran, Nigel McKelvey
Research Anthology on Smart Grid and Microgrid Development · 2022
The introduction of the 21st century has experienced a growing trend in the number of people who choose to live within a city. Rapid urbanisation however, comes a variety of issues which are technical, social, physical and organisational in nature because of the complex gathering of large population numbers in such a spatially limited area. This rapid growth in population presents new challenges for the already stretched city services and infrastructure as they are faced with the problems of finding smarter methods to deal with issues including: traffic congestion, waste management and increased energy usage. This chapter examines the phenomenon of smart cities, their many definitions, their ability to alleviate the discomforts cities suffer due to rapid urbanisation and ultimately offer an improved and more sustainable lives for the city's citizens. This chapter also highlights the benefits of smart grids, their bi-directional real-time communication ability, and their other qualities.
Kurt Yeager
Smart Grid Handbook · 2016
Abstract The transformation of distributed electricity service quality to twenty‐first century digital standards is critical to resolving the serious economic and environmental threats facing the world. The smart distribution grid evolution is enabling the global electricity industry to evolve from the traditional huge centralized power plants to a much more customer‐focused diverse electricity generation, asset ownership, and integration of new, clean distributed energy resources. The results will truly electrify the world in the full meaning of the word. Today's commodity electricity business models of simply lighting and powering captive rate payers have not advanced significantly in over 80 years. Smart twenty‐first century distribution grids will enable consumers to significantly reduce the time, effort, and cost to optimize the use of electricity in every context including economy, environment, and sustainability. This reinvention of the distribution grid will not only be a job‐providing super‐project, but also a protocol for innovation. At the heart of this service equality, transformations are literally thousands of smart microgrids encompassing large buildings, office parks, and entire communities. The technical areas of innovation to enable a timely smart distribution grid have been identified and are within reach worldwide. In the wake of Hurricane Sandy, a number of US states are now actively pursuing this initiative, as are many countries worldwide.