scholarly journals Image Processing of Vegetables and Predicting Disease

2019 ◽  
Vol 8 (11) ◽  
pp. 3791-3797
Keyword(s):  
Climatic Conditions ◽  
Image Manipulation ◽  
Economic Losses ◽  
Main Concern ◽  
Huge Number ◽  
Agricultural Industry ◽  
Different Types ◽  
Vegetables And Fruits ◽  
Rgb Image ◽  
Disease Present

Diseases present in vegetables as well as fruits are producing huge number of sufferings in the economic losses with addition to the losses of our agricultural industry worldwide. The main concern of this project is to understand various issues faced by the farmers in addition to consumer community also and hence to deliver a solution in regard to this major issue for farmers in detecting and classifying the category of the disease present in the vegetables and fruits. According to various studies we concluded that the diseases could occur through various aspects like viruses, fungus, bacteria etc. Hence as a result there is a great need to terminate such precious losses to the vegetables along with the farmers and in addition with the whole agricultural environment. Sometimes not only such aspects can cause damage to the vegetables but also there are many more reasons which are improper transportation of these vegetables from one origin to another, diverse climatic conditions could also be a reason of such causes. We have used python as a programming language with OpenCV library and HSV model of object detection to derive the optimal results. This library is used to perform several image manipulation operations. The dataset including numerous amount having traces of bacteria, fungi, etc. on vegetables are created. Then we implied HSV model which helps us to detect the spots or we can say traces of bacteria, fungi on the vegetables and hence the mask of that region is separated from the RGB image. GUI is created in python only which makes the program interactive with the user. Hence as a result we are able to see different types of spots for different type of disease

scholarly journals Integrated economic and environmental building classification and optimal seismic vulnerability/energy efficiency retrofitting

2021 ◽  
Author(s):  
Martina Caruso ◽  
Rui Pinho ◽  
Federica Bianchi ◽  
Francesco Cavalieri ◽  
Maria Teresa Lemmo
Keyword(s):  
Energy Efficiency ◽  
Life Cycle ◽  
Seismic Hazard ◽  
Environmental Impacts ◽  
Classification System ◽  
Seismic Vulnerability ◽  
Performance Metrics ◽  
Climatic Conditions ◽  
Economic Losses ◽  
Operational Energy

AbstractA life cycle framework for a new integrated classification system for buildings and the identification of renovation strategies that lead to an optimal balance between reduction of seismic vulnerability and increase of energy efficiency, considering both economic losses and environmental impacts, is discussed through a parametric application to an exemplificative case-study building. Such framework accounts for the economic and environmental contributions of initial construction, operational energy consumption, earthquake-induced damage repair activities, retrofitting interventions, and demolition. One-off and annual monetary expenses and environmental impacts through the building life cycle are suggested as meaningful performance metrics to develop an integrated classification system for buildings and to identify the optimal renovation strategy leading to a combined reduction of economic and environmental impacts, depending on the climatic conditions and the seismic hazard at the site of interest. The illustrative application of the framework to an existing school building is then carried out, investigating alternative retrofitting solutions, including either sole structural retrofitting options or sole energy refurbishments, as well as integrated strategies that target both objectives, with a view to demonstrate its practicality and to explore its ensuing results. The influence of seismic hazard and climatic conditions is quantitatively investigated, by assuming the building to be located into different geographic locations.

scholarly journals INVERTEBRATE SPECIES COMPOSITION (Invertebrata) PESTS OF AGROCENOSES OF WHITE CLOVER (Trifolium repens L.) AND THE RELEVANCE OF PROTECTIVE MEASURES

2021 ◽  
Vol 2021 (2) ◽  
pp. 57-80
Author(s):  
Vladimir Zolotarev
Keyword(s):  
Species Composition ◽  
White Clover ◽  
Climatic Conditions ◽  
Agricultural Landscapes ◽  
Economic Losses ◽  
Monitoring And Control ◽  
Protective Measures ◽  
Invertebrate Animal ◽  
Seed Crops ◽  
And Control

The area of natural growth and the scale of economic use of white clover among perennial legumes are spatially one of the most global. Due to the constant presence of wild white clover in many natural phyto-cenoses of most agricultural landscapes of different geographical zones, a certain complex of phytophages has evolved from various classes of invertebrate animal organisms that feed on various parts of this plant and reproduce on it. With the introduction of white clover into the culture and the spread of production crops of this plant over large areas, more favorable conditions are created for uncontrolled mass re-production of pests, which can cause already economically and economically significant crop losses. White clover is affected by multi-eating and specialized pests, the damage from which is determined by their biological characteristics and climatic conditions. The high population of white clover crops with a complex of herbivorous invertebrates implies constant monitoring and control of the species composition of the harmful fauna of white clover crops in order to organize, if necessary, protective measures against them. This issue is especially relevant for seed crops. The main pests of seed stands are considered to be weevils of the genera Apion Herbs., Phytonomus Herbs., Sitona Germar., Hypera Germar., which can re-duce seed yield by 50% or more. To reduce the economic losses of the crop on white clover, an integrated protection system should be implemented using chemical, biological and agrotechnical pest control meas-ures based on taking into account their economic harmfulness thresholds. One of the important directions of increasing the efficiency of the production use of white clover is the development of varieties of this crop that are resistant to damage by pathogenic organisms and pests.

scholarly journals Condicionantes geomorfológicos e da cobertura da terra na ocorrência de movimentos de massa na região serrana do Rio de Janeiro / Geomorphological and cover land conditioning factors of the mass movements in the mountainous region of Rio de Janeiro

2019 ◽  
Vol 29 (56) ◽  
pp. 27 ◽  
Author(s):  
Cristiane Nunes Francisco ◽  
Raquel Conceição Carvalho ◽  
Carla Maciel Salgado
Keyword(s):  
Land Cover ◽  
Rio De Janeiro ◽  
Landscape Evolution ◽  
Southeastern Brazil ◽  
Economic Losses ◽  
Mass Movements ◽  
Mountainous Region ◽  
Conditioning Factors ◽  
Different Types ◽  
Morphological Variables

Movimentos de massa são processos de evolução da paisagem condicionados por fatores geológicos, geomorfológicos, hidrológicos, climáticos e da cobertura vegetal. A região Sudeste do Brasil destaca-se pela ocorrência de eventos catastróficos, pois combina a ocupação das encostas com as características fisiográficas que a deixam altamente suscetível a diferentes tipos de movimentos de massa, destacando-se os escorregamentos translacionais. Embora tenham um importante papel na evolução da paisagem, a ocorrência de movimentos de massa em áreas ocupadas por atividades antrópicas tem gerado inúmeras perdas humanas e prejuízos econômicos. Foi o que ocorreu em janeiro de 2011 na região serrana do Rio de Janeiro, atingida por fortes chuvas que desencadearam eventos de extrema magnitude, e provocaram, além de destruição e morte, marcas profundas (cicatrizes) na paisagem que podem auxiliar no estudo dos processos de movimentos de massa. Este trabalho, assim, tem como objetivo analisar as relações espaciais entre a morfologia das encostas e a cobertura da terra com a ocorrência dos movimentos de massa em janeiro de 2011 na região serrana fluminense. Para tanto, foi realizado um estudo na bacia do rio Roncador, Nova Friburgo (Estado do Rio de Janeiro), com a sobreposição entre o mapeamento das cicatrizes, das variáveis morfológicas das encostas e das classes de cobertura da terra. Os resultados mostram que as cicatrizes predominaram em encostas de forma côncava e íngremes, além de cobertas por vegetação densa, corroborando com a literatura que aponta a declividade e a forma da encosta como fatores condicionantes significativos à ocorrência de movimentos de massa, em especial, dos escorregamentos translacionais.Palavras–chave: escorregamentos translacionais, corridas de lama, sistema de informação geográfica, desastre natural.Abstract Mass movements are landscape evolution processes conditioned by geological, geomorphological, hydrological, climatological and land cover factors. Southeastern Brazil is distinguished by the occurrence of catastrophic landslides events, due to the association of land use and physiographic factors which cause high susceptibility to the occurrence of different types of mass movements, mainly translational slides. Although mass movements have an important role in landscape evolution, their occurrence in areas occupied by human activities has generated numerous life human and economic losses. The mountainous region of Rio de Janeiro, in January 2011, was affected by rainstorms that caused the occurrence of extreme magnitude landslide events, which caused destruction and death as well as deep scars in the landscape, which can contribute to the study of mass movements processes. This paper aims to analyse the spatial relationships between the morphology of the slopes, the land cover and the occurrence of mass movements in January 2011 in the mountainous region of Rio de Janeiro. The study was performed in the Roncador river basin, Nova Friburgo municipality, by overlaying the spatial distribution of landslide scars with morphological variables of the slopes and land cover classes. The results show that the scars predominated on steep and concave slopes covered by dense vegetation, which corroborates the literature that indicates the slope and the curvature as a significant conditioning factor to the occurrence of mass movements, in particular, the translational slides.Keywords: translational slides, mudflows, geographic information system, natural disaster.

scholarly journals Epidermis structure in Mesembryanthemaceae

Bothalia ◽  
1983 ◽  
Vol 14 (3/4) ◽  
pp. 937-937
Author(s):  
H. -D. Ihlenfeldt
Keyword(s):  
Cell Walls ◽  
Climatic Conditions ◽  
Radiation Balance ◽  
Outer Cell ◽  
Extreme Conditions ◽  
Prominent Feature ◽  
Oxalate Crystals ◽  
Different Types ◽  
Bladder Cells ◽  
Epidermis Structure

The Mesembryanthemaceae, which inhabit the deserts and semi-deserts of Southern Africa, exhibit two very different types of epidermis. The first is characterized by thick outer cell walls encrusted by oxalate crystals, a thick cuticle and thick wax layers. In the second type, the epidermal cells exhibit only very thin outer cell walls, not encrusted by oxalate crystals, a very thin cuticle, and wax layers are poorly developed; the most prominent feature of this type is the occurrence of huge idioblasts often protruding as ‘bladder cells’. With regard to the climatic conditions in the native habitats this type of epidermis must be called ‘abnormal’. Both types of epidermis may form sculptures of three distinct size classes, which are not necessarily homologous. The function of these sculptures is still poorly understood. There is evidence that the sculptures influence the optical properties of the surfaces and thereby the radiation balance (and heat stress) of the leaves.From recent research, it has become evident that the two different types of epidermis are the anatomical expression of two different strategies for survival under extreme conditions. Species with the idioblast type of epidermis exhibit a strategy that might be called ‘opportunistic’. These species have developed a mechanism of gaining water from the atmosphere during the night under favourable conditions. There are indications that the idioblasts are involved in this mechanism.

Automatic Fruit Disease Classification Using Images

2014 ◽  
pp. 82-100 ◽  
Author(s):  
Shiv Ram Dubey ◽  
Anand Singh Jalal
Keyword(s):  
Support Vector Machine ◽  
Apple Scab ◽  
Texture Features ◽  
Disease Classification ◽  
Economic Losses ◽  
Support Vector ◽  
Test Case ◽  
Agricultural Industry ◽  
Fruit Disease

Diseases in fruit cause devastating problems in economic losses and production in the agricultural industry worldwide. In this chapter, a method to detect and classify fruit diseases automatically is proposed and experimentally validated. The image processing-based proposed approach is composed of the following main steps: in the first step K-Means clustering technique is used for the defect segmentation, in the second step some color and texture features are extracted from the segmented defected part, and finally diseases are classified into one of the classes by using a multi-class Support Vector Machine. The authors have considered diseases of apple as a test case and evaluated the approach for three types of apple diseases, namely apple scab, apple blotch, and apple rot, along with normal apples. The experimental results express that the proposed solution can significantly support accurate detection and automatic classification of fruit diseases. The classification accuracy for the proposed approach is achieved up to 93% using textural information and multi-class support vector machine.

IoT-Based Precision Agriculture System

2020 ◽  
pp. 1-7
Author(s):  
Sarita Tripathy ◽  
Shaswati Patra
Keyword(s):  
Internet Of Things ◽  
Precision Agriculture ◽  
Modern Method ◽  
The Internet ◽  
Huge Number ◽  
Traditional Farming ◽  
Smart Farming ◽  
Different Types ◽  
Farm Vehicles ◽  
The Internet Of Things

The huge number of items associated with web is known as the internet of things. It is associated with worldwide data consisting of various components and different types of gadgets, sensors, and software, and a large variety of other instruments. A large number of applications that are required in the field of agriculture should implement methods that should be realistic and reliable. Precision agriculture practices in farming are more efficient than traditional farming techniques. Precision farming simultaneously analyzes data along with generating it by the use of sensors. The application areas include tracking of farm vehicles, monitoring of the livestock, observation of field, and monitoring of storage. This type of system is already being accepted and adopted in many countries. The modern method of smart farming has started utilizing the IoT for better and faster yield of crops. This chapter gives a review of the various IoT techniques used in smart farming.

scholarly journals Flat Glass or Crystal Dome Aperture? A Year-Long Comparative Analysis of the Performance of Light Pipes in Real Residential Settings and Climatic Conditions

2020 ◽  
Vol 12 (9) ◽  
pp. 3858 ◽  
Author(s):  
Magda Sibley ◽  
Antonio Peña-García
Keyword(s):  
Comparative Analysis ◽  
Flat Glass ◽  
Climatic Conditions ◽  
Long Term Effect ◽  
Different Types ◽  
The Difference ◽  
The Aesthetic ◽  
One Year ◽  
The One

This paper presents the first comparative study of its type of the performance of light pipes with different types of apertures: a flat glass versus a bohemian crystal dome. Measurements were taken at 20-minute intervals over a period of one year in the bathrooms of two newly built identical houses of the same orientation located in Manchester, UK. The comparative analysis of the data collected for both light pipes types reveals that the crystal domed aperture consistently outperforms the flat glass one. Furthermore, the difference in the recorded horizontal illuminance is most marked during the winter months and at the end of the one-year experiment, indicating that the crystal dome has better performance for low incident winter light and higher resistance for the long term effect of weathering and pollution. This study provides strong evidence based on long term real measurements. Such evidence informs architects’ decisions when weighing up the aesthetic considerations of a flat glass aperture versus the higher illumination levels afforded by a crystal dome aperture with higher resistance to weathering and pollution.

Semantic and Pragmatic Analyses of Terms of Address in Taiwanese Southern Min

2012 ◽  
Vol 6 (2) ◽  
pp. 173-189
Author(s):  
Li-Hsueh Chen
Keyword(s):  
Social Distance ◽  
Third Parties ◽  
Main Concern ◽  
Semantic Features ◽  
Speech Event ◽  
Direct Address ◽  
Theoretical Approaches ◽  
Southern Min ◽  
Different Types ◽  
Taiwanese Southern Min

According to Chao (1956:230) terms of address in Chinese fall into three categories: vocative terms, designative terms and learned terms. Vocative terms are terms of direct address. Designative terms are used to refer to third parties. Learned terms are often used in epistolary style and scientific description. The main concern of this paper is vocative terms and designative terms. This paper will also examine self-addressing terms that Chao does not deal with. These three types of terms of address are referred to collectively as colloquial terms of address. The theoretical framework of the present paper for the study of the use of terms of addresses in Taiwanese Southern Min (TSM for short) is based on theoretical approaches of previous studies on terms of address in modern Mandarin (Gu 1990:248-252) as well as principles of sociolinguistics (Holmes 1992:372-376). Building on earlier studies, this paper aims at fleshing out the semantic features of different types of terms of address and their characteristics in TSM. The pivotal consideration is the speech event that takes place between speaker and hearer. I will then compare the differences in the use of terms of address between TSM and Mandarin, and explore the intriguing phenomena concerning the conflict between the use of kinship terms of address and self-denigration. The extended use of kinship terms bears on issues of solidarity / social distance and status / power.

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