Plant classification

This research focuses on developing a method to optimize the DCNN (Deep Convolutional Neural Network) classification model for plant diseases. We enriched the data by incorporating data from two public datasets, PlantVillage Dataset (PVD) and CroppedPlant Dataset (CPD), and we trained the model using two-step transfer learning.

6p vithomson 02-07-2024 0 0   Download

Rolling bearing faults have been capturing substantial research attention as they are the root causes of malfunctions in mechatronics systems than any other factors. The detection of rolling bearing faults in the early stage is therefore a mandatory requirement demanded by reliable industrial plants.

15p vithomson 02-07-2024 1 0   Download

This paper presents an analysis of the metaphorical concept 'FINANCE IS PLANT' in Vietnamese online newspaper from the perspective of Cognitive Linguistics. The study employed the conceptual metaphor theory in cognitive linguistics, using descriptive and semantic analysis methods, as well as statistical and classification techniquesto establish and analyze the mapping from the source domain of PLANT to the target domain of FINANCE.

9p viambani 18-06-2024 2 1   Download

Part 1 book "Data processing and reconciliation for chemical process operations (Vol 2)" includes content: General introduction; estimability and redundancy within the framework of the general estimation theory; classification of the process variables for chemical plants; decomposition using orthogonal transformations; steady state data reconciliation; sequential processing of information; treatment of gross errors.

155p muasambanhan09 16-03-2024 9 1   Download

Part 1 book "Hazardous area classification in petroleum and chemical plants - A guide to mitigating risk" includes content: Classification of fires and fire hazard properties; hazardous area classification; layout and spacing; fire alarm systems and automatic detectors; firefighting sprinkler systems.

341p muasambanhan09 16-03-2024 5 2   Download

Part 2 book "Hazardous area classification in petroleum and chemical plants - A guide to mitigating risk" includes content: Carbon dioxide gas fire extinguishing systems, dry chemical fire extinguishing systems, foam generating and proportioning systems, fire fighting and fire protection facilities.

199p muasambanhan09 16-03-2024 4 2   Download

Ebook "The families and genera of vascular plants - Volume XIII: Flowering plants, monocots (Poaceae)" is the outcome of a modern phylogenetic analysis of the grass family based on multiple sources of data, in particular molecular systematic studies resulting from a concerted effort by researchers worldwide, including the author. In the classification given here grasses are subdivided into 12 subfamilies with 29 tribes and over 700 genera. The keys and descriptions for the taxa above the rank of genus are hierarchical, i.e.

413p manmanthanhla0201 26-02-2024 3 1   Download

Ebook "The gentianaceae - Volume 1: Characterization and ecology" comprising twelve chapters, it centres upon the characterization and ecology of Gentianaceae worldwide, with emphasis on the application of molecular and cytological approaches in relation to taxonomy. The first three chapters consider the classification of the family and review the advances in research since the earlier revision published in 2002, which resulted in the reclassification of some plants and the naming of new genera.

345p manmanthanhla0201 26-02-2024 3 1   Download

Ebook "Endospore-forming soil bacteria" following chapters that describe the current classification of these organisms, that review methods for their detection and for studying their life cycles in soils, and that examine their dispersal, other chapters show that they are active and dynamic members of soil floras that interact widely with other soil inhabitants, with roles in nitrogen fixation, denitrification, and soil remediation.

353p tachieuhoa 28-01-2024 2 2   Download

Part 1 book "Encyclopedia of aquarium and pond fish" includes content: Diversity; what is a fish; evolution and classification; the popularity of fishkeeping, choosing the tank; lighting and heating; filtration and aeration; choosing plants; preparing the tank, brackish water; choosing and introducing fish, checking the water,... and other contents.

202p oursky09 12-11-2023 5 2   Download

Part 1 of ebook "Textbook of food science and technology" provides readers with contents including: introduction to food science; classification of foods and science of processing; food safety, quality and evaluation; food adulteration, food standards and labelling; plant food products and processing techniques;...

284p dangsovu 20-10-2023 5 3   Download

This paper presents a deep learning model to address the problem of recognition of animals and plants. The context of this work is to make an effort in protection of rare species that are seriously faced to the risk of extinction in Vietnam such as Panthera pardus, Dalbergia cochinchinensis, Macaca mulatta.

15p vimulcahy 18-09-2023 9 4   Download

INSIDER is an EU Horizon 2020 research project, within the topic NFRP-7 of the EURATOM programme, that aims to develop and validate a new and improved integrated characterization methodology and strategy for the nuclear decommissioning and dismantling operations (D&D) of nuclear power plants, and post-accidental land remediation of nuclear facilities under constrained environments.

15p vironald 15-12-2022 16 5   Download

Part 1 of ebook "Plant Nematology (2nd edition)" provide readers with content about: taxonomy, systematics and principal genera; structure and classification; molecular systematics; root-knot nematodes; cyst nematodes; migratory endoparasitic nematodes; migratory endoparasitic nematodes; nematode biology and plant–nematode interactions; reproduction, physiology and biochemistry;...

323p hanlinhchi 11-11-2022 12 4   Download

The physiological role of lectins in a plant is still not well understood. The overabundant presence of lectins in plant seeds and storage tissues indicated their role in plant development. Plant lectins shows a broad range of activities like antibacterial, antifungal, insecticidal, anticancerous, antileishmanial, antiviral, and anticoagulants. In this review, we aim to highlight the plant lectins classification and their application in various biological aspects.

10p mudbound 10-12-2021 12 1   Download

Teucrium L. is a well-known and cosmopolitan genus of the Lamiaceae family. In Turkey, the genus is represented by 36 species (48 taxa). Teucrium Sect. Teucrium that this study focuses on comprises around 30 species worldwide and is mainly distributed in countries of the Mediterranean Basin. With 11 species (14 taxa), it is the second-largest section of the genus Teucrium in Turkey. In this study, morphological and molecular findings were evaluated and the phylogeny and biogeographical distribution of Sect. Teucrium were analyzed. Also, five endemic taxa belonging to Sect.

16p tudichquannguyet 29-11-2021 10 2   Download

Meyer separated Thlaspi into 12 genera, specifically using the seed-coat anatomy. Currently, only 4 species have been retained in Thlaspi s.str and all of the other species were divided into other genera, one of which was Thlaspiceras F.K.Mey. The plant materials used in this research were collected in Turkey between 2014 and 2016. Specimens were identified according to Meyer’s identification and named according to Meyer. A total of 12 inter-simple sequence repeat (ISSR) primers, with 52 reliable polymorphic bands, were used in the cluster analyses.

7p tudichquannguyet 29-11-2021 6 1   Download

Trehalose-6-phosphate synthase (TPS) serves important functions in plant desiccation tolerance and response to environmental stimuli. At present, a comprehensive analysis, i.e. functional classification, molecular evolution, and expression patterns of this gene family are still lacking in Solanum tuberosum (potato).

15p vilarryellison 29-10-2021 8 0   Download

Pathogen perception by plants is mediated by plasma membrane-localized immune receptors that have varied extracellular domains. Lectin receptor kinases (LecRKs) are among these receptors and are subdivided into 3 classes, C-type LecRKs (C-LecRKs), L-type LecRKs (L-LecRKs) and G-type LecRKs (G-LecRKs). While C-LecRKs are represented by one or two members in all plant species investigated and have unknown functions, L-LecRKs have been characterized in a few plant species and have been shown to play roles in plant defense against pathogens.

20p vibeauty 23-10-2021 16 0   Download

MADS-box genes encode transcription factors that are known to be involved in several aspects of plant growth and development, especially in floral organ specification. To date, the comprehensive analysis of potato MADSbox gene family is still lacking after the completion of potato genome sequencing. A genome-wide characterization, classification, and expression analysis of MADS-box transcription factor gene family was performed in this study.

20p vitzuyu2711 29-09-2021 2 1   Download