Google Earth Engine (GEE) - Aprenda fácil - AulaGEO
What you'll learn
- Google Earth Engine (GEE)
- Conceptos básicos del lenguaje de programación JavaScript (JS) orientado a Google Earth Engine
- Trabajar con conjuntos de datos vectoriales y ráster
- Reducción y recorte de la colección de imágenesFiltrado de la característica o colección de imágenes
Requirements
- Fundamentos de la información geográfica
Description
Google Earth Engine es una plataforma para el análisis científico y la visualización de conjuntos de datos geoespaciales para usuarios académicos, sin fines de lucro, comerciales y gubernamentales.
Google Earth Engine aloja imágenes satelitales y las almacena en un archivo de datos público que incluye imágenes históricas de la Tierra que datan de más de cuarenta años. Las imágenes, ingeridas diariamente, están disponibles para la extracción de datos a escala global.
Earth Engine también proporciona API y otras herramientas para permitir el análisis de grandes conjuntos de datos.
Google Earth te permite viajar, explorar y aprender sobre el mundo interactuando con un globo virtual. Puede ver imágenes satelitales, mapas, terrenos, edificios en 3D y mucho más.
Earth Engine, por otro lado, es una herramienta para analizar información geoespacial. Puede analizar la cobertura forestal y de agua, el cambio de uso del suelo o evaluar la salud de los campos agrícolas, entre muchos otros análisis posibles.
Si bien las dos herramientas se basan en algunos de los mismos datos, solo algunas de las imágenes y los datos de Google Earth están disponibles para su análisis en Earth Engine.
#AulaGEO
En este curso aprenderás:
Resumen del curso del motor de Google Earth
Introducción
Transfondo GEE
Aplicaciones GEE
Requisitos previos de GEE
Conceptos básicos del lenguaje de programación JavaScript (JS) orientado a Google Earth Engine
Conceptos básicos de programación
Sintaxis de la API GEE JS más utilizada
Cómo escribir una guía de código eficiente
Trabajar con conjuntos de datos vectoriales y ráster
Dónde obtener diferentes conjuntos de datos para GEE
Cómo importar y visualizar conjuntos de datos vectoriales
Cómo importar y mostrar conjuntos de datos ráster
Cómo importar su propio conjunto de datos vectoriales o ráster a GEE
Filtrado de la característica o colección de imágenes
La necesidad de filtrar conjuntos de datos
Diferentes tipos de filtros
Cuándo y dónde usar filtros
Reducción y recorte de la colección de imágenes
El papel de los reductores
Diferentes tipos de reductores.
Convierta colecciones de imágenes en una sola imagen
operadores
Uso de operadores en programación.
Uso eficiente de Operadores en GEE
Evaluación de NDVI usando operadores
Automatización del análisis en GEE
La necesidad de automatización en GEE
El concepto de For-Loops (con referencia a Python)
Implementación de For-Loops en GEE utilizando la función “.Map”.
Who this course is for:
- Usuarios GIS
- Desarrolladores GIS
- Dadabase managers
- Entusiastas de información geográfica y ciencias de la tierra
- Desarrolladores
- Investigadores
Instructors
Welcome to our Academy platform, your ultimate destination for online courses covering a wide range of subjects, including GIS, CAD, BIM and Digital Twins applied to the land development environment. We are committed to providing comprehensive education and empowering individuals to excel in various domains related to infrastructures. Whether you are a student, a professional seeking to expand your knowledge, or an enthusiast passionate about these subjects, our platform offers a diverse selection of courses tailored to meet your specific needs.
At our Academy, we recognize the significance of these disciplines in the infrastructures life cycle, from initial design to project completion. To ensure the highest quality of education, we have collaborated with renowned industry expert Golgi Alvarez and assembled a team of AulaGEO Academy experts to create, adapt to English and/or Spanish languages and curate cutting-edge courses.
Architecture – Engineering – Construction – Operation (AECO) is a harmonious blend of creativity and technical expertise. Our AECO courses encompass a broad range of topics, from Civil design principles to sustainable construction practices. You will gain proficiency in conceptualizing and developing designs that fulfill aesthetic, functional, structural and regulatory requirements. Our instructors, including renowned expert Golgi Alvarez, will guide you through the design process, helping you refine your visualization and communication skills. Furthermore, you will acquire a solid foundation in structural analysis and design, ensuring the safety and stability of your land development creations.
Geographic Information Systems (GIS) have revolutionized the way we collect, analyze, and visualize spatial data. Our GIS courses explore the power of GIS technology for mapping, spatial analysis, and data management. Using software like ArcGIS Pro and QGIS you will gain insights into interpreting and manipulating geospatial data, designing interactive maps, conducting spatial queries, and leveraging GIS for various applications, including land management, environmental analysis, and urban planning. Our GIS courses provide a competitive advantage in fields that rely on spatial data analysis and informed decision-making.
Civil Engineering plays a pivotal role in the design and construction of infrastructure. Our engineering courses cover a broad spectrum of topics, including structural engineering, transportation systems, and urban design. Using software like AutoDesk Civil3D and Bentley OpenRoads you will learn the principles and techniques required to design, construct, and maintain buildings, bridges, roads, and more. Our experienced instructors bring their industry expertise to the virtual classroom, providing valuable insights
Computer-Aided Design (CAD) is the backbone of modern design processes, enabling precise and efficient creation of 2D and 3D models. Our CAD courses cover a wide array of software applications, including AutoCAD, Microstation, and CREO Parametric. From fundamental concepts to advanced techniques, you will acquire the skills necessary to create, modify, and analyze complex designs, ensuring accuracy and optimizing workflows. Our courses cater to beginners seeking a solid foundation as well as experienced professionals aiming to enhance their expertise.
Building Information Modeling (BIM) has transformed the architecture, engineering, and construction industries by facilitating collaborative and data-driven project management. Our BIM courses delve into the principles, workflows, and software tools utilized in BIM, such as Revit and SYNCHRO. You will learn to create intelligent 3D models that encompass architectural, structural, and MEP (mechanical, electrical, and plumbing) systems. Additionally, you will discover techniques for accurate quantity extraction, clash detection, and generating construction documents. Mastery of BIM equips you to contribute effectively to multidisciplinary project teams and streamline project delivery.
ARTS & DEVELOPMENT
Additionally, as part of our social responsibility, some of our courses have been made available to development projects in certain countries. This has allowed us to benefit communities and replicate our methodology, leading to the creation of new courses in response to demand in areas such as graphic design, art, and social disciplines.
Copyright:
For copyright management and DMCA purposes, all the content of AulaGEO Academy is managed by Golgi Alvarez.
Researcher, writer and rich content creator.
More than 25 years working int the Geospatial and AEC industries:
-Infrastructure and civil work projects management
-CAD / GIS / Surveying & Construction training
-Land and Cadastre projects
-Land Administration and development projects
Golgi Alvarez is the founder of the Geofumadas website, with more than 1.900 articles about CAD, GIS, Surveying, Cadastre, BIM, Digital Twin and other trend topics. The website is over 170.000 visitors per month and 21.000 followers in twitter.
Golgi Alvarez is the founder of the TwinGeo magazine, attending on site conferences in USA, UK, Netherlands, Singapore, India, Spain, Mexico, Colombia, Chile, Guatemala and other countries.
Golgi Alvarez is the founder of the AulaGEO Academy, with more than 150 courses focused in geospatial, engineering and operation of land and infrastructure projects.
Copyright:
All the content of the AulaGEO Academy it´s owned and managed by Golgi Alvarez.