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Cloud-Based Remote Sensing with Google Earth Engine

2023-10-04 Science
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Release : 2023-10-04
Genre : Science
Kind : eBook
Book Rating : 882/5 ( reviews)

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Book Synopsis Cloud-Based Remote Sensing with Google Earth Engine by : Jeffrey A. Cardille

Download or read book Cloud-Based Remote Sensing with Google Earth Engine written by Jeffrey A. Cardille. This book was released on 2023-10-04. Available in PDF, EPUB and Kindle. Book excerpt: This book guides its audience—which can range from novice users to experts— though a 55-chapter tour of Google Earth Engine. A sequenced and diverse set of lab materials, this is the product of more than a year of effort from more than a hundred individuals, collecting new exercises from professors, undergraduates, master’s students, PhD students, postdocs, and independent consultants. Cloud Based Remote Sensing with Google Earth Engine is broadly organized into two halves. The first half, Fundamentals, is a set of 31 labs designed to take the reader from being a complete Earth Engine novice to being a quite advanced user. The second half, Applications, presents a tour of the world of Earth Engine across 24 chapters, showing how it is used in a very wide variety of settings that rely on remote-sensing data This is an open access book.

Cloud-Based Remote Sensing with Google Earth Engine

2023-10-04 Science
Download Cloud-Based Remote Sensing with Google Earth Engine PDF Online Free

Author :
Release : 2023-10-04
Genre : Science
Kind : eBook
Book Rating : 882/5 ( reviews)

GET EBOOK


Book Synopsis Cloud-Based Remote Sensing with Google Earth Engine by : Jeffrey A. Cardille

Download or read book Cloud-Based Remote Sensing with Google Earth Engine written by Jeffrey A. Cardille. This book was released on 2023-10-04. Available in PDF, EPUB and Kindle. Book excerpt: This book guides its audience—which can range from novice users to experts— though a 55-chapter tour of Google Earth Engine. A sequenced and diverse set of lab materials, this is the product of more than a year of effort from more than a hundred individuals, collecting new exercises from professors, undergraduates, master’s students, PhD students, postdocs, and independent consultants. Cloud Based Remote Sensing with Google Earth Engine is broadly organized into two halves. The first half, Fundamentals, is a set of 31 labs designed to take the reader from being a complete Earth Engine novice to being a quite advanced user. The second half, Applications, presents a tour of the world of Earth Engine across 24 chapters, showing how it is used in a very wide variety of settings that rely on remote-sensing data This is an open access book.

Google Earth Engine Applications

2019-04-23 Science
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Release : 2019-04-23
Genre : Science
Kind : eBook
Book Rating : 841/5 ( reviews)

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Book Synopsis Google Earth Engine Applications by : Lalit Kumar

Download or read book Google Earth Engine Applications written by Lalit Kumar. This book was released on 2019-04-23. Available in PDF, EPUB and Kindle. Book excerpt: In a rapidly changing world, there is an ever-increasing need to monitor the Earth’s resources and manage it sustainably for future generations. Earth observation from satellites is critical to provide information required for informed and timely decision making in this regard. Satellite-based earth observation has advanced rapidly over the last 50 years, and there is a plethora of satellite sensors imaging the Earth at finer spatial and spectral resolutions as well as high temporal resolutions. The amount of data available for any single location on the Earth is now at the petabyte-scale. An ever-increasing capacity and computing power is needed to handle such large datasets. The Google Earth Engine (GEE) is a cloud-based computing platform that was established by Google to support such data processing. This facility allows for the storage, processing and analysis of spatial data using centralized high-power computing resources, allowing scientists, researchers, hobbyists and anyone else interested in such fields to mine this data and understand the changes occurring on the Earth’s surface. This book presents research that applies the Google Earth Engine in mining, storing, retrieving and processing spatial data for a variety of applications that include vegetation monitoring, cropland mapping, ecosystem assessment, and gross primary productivity, among others. Datasets used range from coarse spatial resolution data, such as MODIS, to medium resolution datasets (Worldview -2), and the studies cover the entire globe at varying spatial and temporal scales.

Cloud Computing in Remote Sensing

2019-07-11 Computers
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Release : 2019-07-11
Genre : Computers
Kind : eBook
Book Rating : 871/5 ( reviews)

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Book Synopsis Cloud Computing in Remote Sensing by : Lizhe Wang

Download or read book Cloud Computing in Remote Sensing written by Lizhe Wang. This book was released on 2019-07-11. Available in PDF, EPUB and Kindle. Book excerpt: This book provides the users with quick and easy data acquisition, processing, storage and product generation services. It describes the entire life cycle of remote sensing data and builds an entire high performance remote sensing data processing system framework. It also develops a series of remote sensing data management and processing standards. Features: Covers remote sensing cloud computing Covers remote sensing data integration across distributed data centers Covers cloud storage based remote sensing data share service Covers high performance remote sensing data processing Covers distributed remote sensing products analysis

Introductory course to Google Earth Engine

2022-06-30 Technology & Engineering
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Release : 2022-06-30
Genre : Technology & Engineering
Kind : eBook
Book Rating : 075/5 ( reviews)

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Book Synopsis Introductory course to Google Earth Engine by : Franceschini, G., Ali, M.

Download or read book Introductory course to Google Earth Engine written by Franceschini, G., Ali, M.. This book was released on 2022-06-30. Available in PDF, EPUB and Kindle. Book excerpt: FAO Pakistan in collaboration with the FAO headquarters Geospatial Unit is inviting to an introductory course on Google Earth Engine with the objective to provide the basic skills to operate the platform, select, pre-process and analyze satellite imagery relevant to agriculture and food security, in particular for the identification of specific crops in the land and more broadly for land cover mapping, by using an automatic classification approach. The Workshop is thought for specialists in the technical Departmental Units of Agriculture and Food Security. It requires an understanding of the main satellite missions and basic concepts of Remote Sensing. Limited knowledge of scripting language (e.g. Python, R) is a plus. It has the structure of a theoretical presentation and hands-on exercises on the Google Earth Engine code editor.

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