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Read more about Algoritmo de inteligencia artificial para la detección de cultivos de cacao (Teobroma cacao L.), banano (Musa paradisiaca L.) y palma africana (Elaeis guineensis J.).

Algoritmo de inteligencia artificial para la detección de cultivos de cacao (Teobroma cacao L.), banano (Musa paradisiaca L.) y palma africana (Elaeis guineensis J.).

Copyright Year: 2023

Contributors: Zambrano-Garcia and Vlassova

Publisher: Editorial Grupo AEA

License: CC BY-NC-SA

Se analiza la expansión e intensificación de la agricultura no regulada e insostenible, principalmente en América Latina, enfocándose en Ecuador, donde la degradación del suelo está estrechamente relacionada con prácticas agrícolas insostenibles. Destaca la importancia de una planificación territorial exhaustiva y el uso de teledetección para evaluar cambios en el uso del suelo y la cobertura vegetal​​. La investigación se centra en la zona norte de las provincias del Guayas y de Los Ríos en Ecuador, enfocándose en el procesamiento de imágenes satelitales para detectar cultivos de banano, cacao y palma. Utiliza una metodología experimental y cuantitativa para comparar la efectividad de distintas metodologías de clasificación, evaluando la precisión del método de inteligencia artificial Bosques Aleatorios usando imágenes del satélite Sentinel-2. Los resultados del estudio incluyen el preprocesamiento de imágenes satelitales, el cálculo de índices espectrales NDVI y RESI, y la clasificación supervisada de las imágenes de Sentinel-2 utilizando los métodos de Máxima Verosimilitud y Bosques Aleatorios. Se realizaron análisis estadísticos detallados, incluyendo la validación de resultados mediante matrices de confusión y el cálculo del coeficiente Kappa​​. En conclusión, el manuscrito ofrece una comprensión profunda de cómo la teledetección y la inteligencia artificial pueden ayudar en la detección y clasificación de cultivos en áreas específicas, contribuyendo a la gestión agrícola y la planificación territorial sostenible​​.

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Read more about Seguridad e higiene en el trabajo una visión holista en el nuevo siglo

Seguridad e higiene en el trabajo una visión holista en el nuevo siglo

Copyright Year: 2023

Contributors: Hoffmann-Jaramillo, Flores-Murillo, and Vallejo-López

Publisher: Editorial Grupo AEA

License: CC BY-NC-SA

En el nuevo contexto globalizado, el campo laboral abarca múltiples áreas en las que se desenvuelven trabajadores que aportan la producción y generan ingresos a la economía de un país, en este contexto, es imprescindible proteger la integridad de los obreros que están día a día expuestos a diversas situaciones que pueden generar desde leves hasta graves problemas en su integridad física y en su salud en general. La Identificación de peligros y evaluación de riesgos, permite elaborar las medidas de prevención para precautelar la integridad de los trabajadores dentro de cada empresa dependiendo de su área de competencia. Ya que pueden sufrir accidentes, lesiones físicas, enfermedades ocupaciones que deterioran la calidad de vida de las personas. Según la Organización Internacional del Trabajo OIT, a nivel mundial al menos 108.000 trabajadores mueren en su lugar de trabajo cada año. Datos de países industrializados muestran que los trabajadores de la construcción tienen una probabilidad entre 3 y 4 veces mayor de morir a causa de accidentes en el trabajo que otros trabajadores. Con estos antecedentes, en el mundo se han creado medidas de precaución de trabajo para la disminución de accidentes, implantando normativas internacionales. Diseñar e implementar un sistema de gestión de seguridad y salud ocupacional basada en normas internacionales permite transformar los entornos laborales en ambientes más amigables y productivos en las empresas. Se considera imprescindible proteger al personal, a través de la implementación de procesos de Seguridad y Salud Ocupacional, enmarcados en los requisitos legales aplicables a cada país, la capacitación, adquisición de herramientas y equipos adecuados, además de tener acceso a servicios de atención de salud, permitirán optimizar la eficiencia de su labor en todas las áreas laborales.

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Read more about Public Administration: The Essentials - First Edition

Public Administration: The Essentials - First Edition

Copyright Year: 2023

Contributor: Renfro

Publisher: University of Northern Iowa

License: CC BY-NC-SA

Public Administration: The Essentials provides students with the conceptual foundation they need for an introduction to the field of public administration. This OER textbook covers the most critical issues in the field through the use of classic texts and theory as well as through modern examples.

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Read more about Handbook of Software Engineering Methods - 2nd Edition

Handbook of Software Engineering Methods - 2nd Edition

Copyright Year: 2024

Contributor: Letaw

Publisher: Oregon State University

License: CC BY-NC

Software engineering can help people create sustainable, extensible programs that solve problems people care about.

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Read more about Drug Use and Misuse: A Community Health Perspective

Drug Use and Misuse: A Community Health Perspective

Copyright Year: 2022

Contributors: Bazan, Barnes, Santens, and Verone

Publisher: University of Illinois Library - Urbana

License: CC BY-NC

Drug Use and Misuse: A Community Health Perspective provides students with an introduction to the biological, psychological, and legal aspects of drug use and misuse through the lens of community health and discusses the impact of drug use and misuse on community health. The book contains eight distinct chapters addressing the background of drug use and misuse, including key terms, as well as an introduction to different categories of drugs including gateway drugs, opioids, and prescription drugs, and a conclusion that describes evidence-based prevention and treatment models. Originally developed for use in the popular undergraduate survey course “Drug Use and Abuse” taught at the University of Illinois Urbana-Champaign, the book is aimed at students learning about community health and the effects of drug use in a variety of contexts, such as survey courses for pharmacology, psychology, or public health.

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Read more about Writing for Inquiry and Research

Writing for Inquiry and Research

Copyright Year: 2023

Contributors: Kessler, Bennett, Primeau, Williams, Costello, and Armstrong

Publisher: University of Illinois Library - Urbana

License: CC BY-NC

Writing for Inquiry and Research guides students through the composition process of writing a research paper. The book divides this process into four chapters that each focus on a genre connected to research writing: the annotated bibliography, proposal, literature review, and research essay. Each chapter provides significant guidance with reading, writing, and research strategies, along with significant examples and links to external resources. This book serves to help students and instructors with a writing-project-based approach, transforming the research process into an accessible series of smaller, more attainable steps for a semester-long course in research writing. Additional resources throughout the book, as well as in three appendices, allow for students and instructors to explore the many facets of the writing process together.

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Read more about Workplace Software and Skills

Workplace Software and Skills

Copyright Year: 2023

Contributors: Bolling, Mitchell, Scott, Wheeler, Lepore, Walton, Burgoyne, Arguello, and Falduto

Publisher: OpenStax

License: CC BY

Workplace Software and Skills is designed to flexibly support a range of courses covering computer literacy, Microsoft Office, and Google Suite applications. The textbook covers both hard and soft skills that are applicable to a broad range of academic majors and careers. Chapters combine studio learning and guided practice with scaffolded activities designed to reinforce a student’s ability to perform higher-order tasks independently. Workplace Software and Skills leverages complementary product features in spreadsheet, word processing, presentation, and similar applications. Modules are designed for maximum flexibility by including both Microsoft Office Suite and Google Suite applications, in order to best reflect the skills needed for today’s workforce. Authentic activities and real-world contexts develop a cumulative and thorough understanding, which reinforces the importance of cross-platform proficiency. Highly visible features also note Apple/Mac functions as needed.

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Read more about Radio Systems Engineering - Revised First Edition

Radio Systems Engineering - Revised First Edition

Copyright Year: 2023

Contributor: Ellingson

Publisher: Virginia Tech Publishing

License: CC BY-NC

Using a systems framework, this textbook provides a clear and comprehensive introduction to the performance, analysis, and design of radio systems for students and practicing engineers. Presented within a consistent framework, the first part of the book describes the fundamentals of the subject: propagation, noise, antennas, and modulation. The analysis and design of radios including RF circuit design and signal processing is covered in the second half of the book.

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Read more about Methods for Stress Management

Methods for Stress Management

Copyright Year: 2017

Contributor: Urich

Publisher: Pennsylvania State University

License: CC BY-SA

Stress is a feeling you get when faced with a challenge. In small doses, stress can be good for you because it makes you more alert and gives you a burst of energy. For instance, if you start to cross the street and see a car about to run you over, that jolt you feel helps you to jump out of the way before you get hit. But feeling stressed for a long time can take a toll on your mental and physical health. Even though it may seem hard to find ways to de-stress with all the things you have to do, it’s important to find those ways. Your health depends on it.

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Read more about Piacere!: Elementary Italian at The University of Iowa

Piacere!: Elementary Italian at The University of Iowa

Copyright Year: 2023

Contributors: Gemmani, Lottini, Sartini-Rideout, and Trucchia

Publisher: University of Iowa

License: CC BY-NC-SA

Piacere! is an elementary Italian open-access textbook authorized by the Italian faculty of The University of Iowa. A comprehensive and flexible e-textbook, this Open Education Resource aims to support students’ acquisition of the grammar and vocabulary that ensure meaningful communication as well as to enhance students’ familiarity with Italian culture. Piacere! is divided into twenty-one units, which revolve around a specific theme, in order to facilitate a comprehensive learning and use of the language. Units include the following components: grammar, vocabulary, conversations, and readings. While in its organization the textbook is meant to offer the students with a flexible and approachable individual study experience, each component may be easily translated into classroom activities.

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