Forest Fire Detection Using Remote Sensing Techniques

Forest fire plays a major role in the degradation of the forest area and extremely difficult to control. It affects the essential factors such as climate, water cycle, the habitat of thousands of life forms and the whole environmental ecosystem. Forest is the large land area covered by trees with different heights and density, shrubs, grasses, vegetation, agricultural plants, and more species.

One of the easiest ways to study forest fires is Remote sensing and GIS techniques. It ha become more predominate, that more satellites now study earth’s behavior and simultaneously provides images of the earth.  This is how we will be able to extract information about the forest such as forest fires, causes of the fire, types of forest fire, forest-covered areas, assessment of forest fires, type of forest fire occurred, estimation of forest fire burned areas and so on. This is where remote sensing is used to detect forest fires.

What is causes Forest Fire?

There are two causes of a forest fire that are natural causes and manmade causes.

Natural causes

Lightning is the natural cause of forest fires. Lightning fires cause more damage to the forest. This is because lighting fires occur in remote areas which far from human presence, unlike fires caused by human activities. Volcanic eruptions, mountain slopes, and lava flow can cause fires that are difficult to put out because of other associated risks.

#remote sensing #data-science

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Forest Fire Detection Using Remote Sensing Techniques

Forest Fire Detection Using Remote Sensing Techniques

Forest fire plays a major role in the degradation of the forest area and extremely difficult to control. It affects the essential factors such as climate, water cycle, the habitat of thousands of life forms and the whole environmental ecosystem. Forest is the large land area covered by trees with different heights and density, shrubs, grasses, vegetation, agricultural plants, and more species.

One of the easiest ways to study forest fires is Remote sensing and GIS techniques. It ha become more predominate, that more satellites now study earth’s behavior and simultaneously provides images of the earth.  This is how we will be able to extract information about the forest such as forest fires, causes of the fire, types of forest fire, forest-covered areas, assessment of forest fires, type of forest fire occurred, estimation of forest fire burned areas and so on. This is where remote sensing is used to detect forest fires.

What is causes Forest Fire?

There are two causes of a forest fire that are natural causes and manmade causes.

Natural causes

Lightning is the natural cause of forest fires. Lightning fires cause more damage to the forest. This is because lighting fires occur in remote areas which far from human presence, unlike fires caused by human activities. Volcanic eruptions, mountain slopes, and lava flow can cause fires that are difficult to put out because of other associated risks.

#remote sensing #data-science

Why Use WordPress? What Can You Do With WordPress?

Can you use WordPress for anything other than blogging? To your surprise, yes. WordPress is more than just a blogging tool, and it has helped thousands of websites and web applications to thrive. The use of WordPress powers around 40% of online projects, and today in our blog, we would visit some amazing uses of WordPress other than blogging.
What Is The Use Of WordPress?

WordPress is the most popular website platform in the world. It is the first choice of businesses that want to set a feature-rich and dynamic Content Management System. So, if you ask what WordPress is used for, the answer is – everything. It is a super-flexible, feature-rich and secure platform that offers everything to build unique websites and applications. Let’s start knowing them:

1. Multiple Websites Under A Single Installation
WordPress Multisite allows you to develop multiple sites from a single WordPress installation. You can download WordPress and start building websites you want to launch under a single server. Literally speaking, you can handle hundreds of sites from one single dashboard, which now needs applause.
It is a highly efficient platform that allows you to easily run several websites under the same login credentials. One of the best things about WordPress is the themes it has to offer. You can simply download them and plugin for various sites and save space on sites without losing their speed.

2. WordPress Social Network
WordPress can be used for high-end projects such as Social Media Network. If you don’t have the money and patience to hire a coder and invest months in building a feature-rich social media site, go for WordPress. It is one of the most amazing uses of WordPress. Its stunning CMS is unbeatable. And you can build sites as good as Facebook or Reddit etc. It can just make the process a lot easier.
To set up a social media network, you would have to download a WordPress Plugin called BuddyPress. It would allow you to connect a community page with ease and would provide all the necessary features of a community or social media. It has direct messaging, activity stream, user groups, extended profiles, and so much more. You just have to download and configure it.
If BuddyPress doesn’t meet all your needs, don’t give up on your dreams. You can try out WP Symposium or PeepSo. There are also several themes you can use to build a social network.

3. Create A Forum For Your Brand’s Community
Communities are very important for your business. They help you stay in constant connection with your users and consumers. And allow you to turn them into a loyal customer base. Meanwhile, there are many good technologies that can be used for building a community page – the good old WordPress is still the best.
It is the best community development technology. If you want to build your online community, you need to consider all the amazing features you get with WordPress. Plugins such as BB Press is an open-source, template-driven PHP/ MySQL forum software. It is very simple and doesn’t hamper the experience of the website.
Other tools such as wpFoRo and Asgaros Forum are equally good for creating a community blog. They are lightweight tools that are easy to manage and integrate with your WordPress site easily. However, there is only one tiny problem; you need to have some technical knowledge to build a WordPress Community blog page.

4. Shortcodes
Since we gave you a problem in the previous section, we would also give you a perfect solution for it. You might not know to code, but you have shortcodes. Shortcodes help you execute functions without having to code. It is an easy way to build an amazing website, add new features, customize plugins easily. They are short lines of code, and rather than memorizing multiple lines; you can have zero technical knowledge and start building a feature-rich website or application.
There are also plugins like Shortcoder, Shortcodes Ultimate, and the Basics available on WordPress that can be used, and you would not even have to remember the shortcodes.

5. Build Online Stores
If you still think about why to use WordPress, use it to build an online store. You can start selling your goods online and start selling. It is an affordable technology that helps you build a feature-rich eCommerce store with WordPress.
WooCommerce is an extension of WordPress and is one of the most used eCommerce solutions. WooCommerce holds a 28% share of the global market and is one of the best ways to set up an online store. It allows you to build user-friendly and professional online stores and has thousands of free and paid extensions. Moreover as an open-source platform, and you don’t have to pay for the license.
Apart from WooCommerce, there are Easy Digital Downloads, iThemes Exchange, Shopify eCommerce plugin, and so much more available.

6. Security Features
WordPress takes security very seriously. It offers tons of external solutions that help you in safeguarding your WordPress site. While there is no way to ensure 100% security, it provides regular updates with security patches and provides several plugins to help with backups, two-factor authorization, and more.
By choosing hosting providers like WP Engine, you can improve the security of the website. It helps in threat detection, manage patching and updates, and internal security audits for the customers, and so much more.

Read More

#use of wordpress #use wordpress for business website #use wordpress for website #what is use of wordpress #why use wordpress #why use wordpress to build a website

Rowan Rosh

1609137635

Best Remote Software Development Companies

The current pandemic situation of COVID-19 has changed the viewpoint of workspace and remote teams. Hiring remote development companies is the need of the hour! Moreover, with the evolving systems such as the adoption of 5G technology, access to global talent, usage of collaboration tools, etc. working on a remote basis is turning out to be more viable than ever before!
So, before you go ahead and hire remote software development companies, here are the few things you must consider.

Things to Consider Before Hiring Remote Software Development Companies:

Evaluate Your Development Needs
Evaluate and understand what your software demands, the technical aptitude, and experience required by the developer, the time limit of the project, etc. Measure these attributes and then hire a remote developer that fits your requirements.

Screening Process
From designing a test for the developers and verifying prior experience – the screening process is crucial. But the major screening process requires you to understand if the remote developer is trustworthy and dependable as company’s critical data is in the hands of someone who is miles away.

Proactive Communication & Meetings
Managers must encourage proactive communication among their team members. Creating an approachable atmosphere, having a defined communication channel and regular meetings can strengthen connectivity and knowledge sharing.

Availability & Flexibility
Managing teams between time zones are yet another thing that you must consider while hiring remote development providers. Countries have different time zones; hence, it is important that you as well as your remote team are all available at given hours and have flexible work timings.

Hunger for Knowledge & Self-Motivated
Remote teams need to be self-motivated and ready to upgrade their knowledge base. A remote developer’s value to a business is based entirely on his or her output. Thus, hire developers – who are passionate about learning new things and upgrading knowledge.

Listed Below are the Seven Top-Rated Software Development Companies:

1. CONTUS DigitalTeams

CONTUS DigitalTeams is one of the best remote software development providers in the world. Hire a team of dedicated remote software developers on project basis or for a long-term period. With CONTUS DigitalTeams you may also choose to extend your team with their remote engineers as per your business scope. CONTUS DigitalTeams assists all types of businesses and industries regardless of size. Their remote digital development services offer a range of full-stack development services. From front-end designs, innovative UI/UX to interactive backend development and so much more.

2. TOPTAL

Toptal is a marketplace for top software developers, engineers, programmers and coders. It is a platform focused on providing freelance developers and software engineers to mostly corporate clients. Some of the major companies as well as start-up firms work with Toptal freelancers to supplement their development teams. Toptal makes the process of hiring software developers and software engineers easy. Remote developers on Toptal are well-equipped to build a range of experience across web platforms, mobile apps, SaaP as well as SaaS solutions.

3. REINTECH

Reintech assists companies to hire developers and build dedicated software development teams from Eastern Europe. Reintech comprehends that outsourcing is not the best model for companies willing to scale up their existing development team. Hence, Reintech offers a platform that connects companies with qualified, competent, and experienced remote software developers. At Reintech companies get direct access to manually vetted remote software developers and programmers. These full-stack developers are deployed by a team of highly experienced professionals.

4. WE WORK REMOTELY

We Work Remotely (WWR) is a channel that hosts the largest remote work community in the world. WWR is a remote job board where firms pay to list remote job opportunities. The site offers a great resource for employers wanting to hire remote teams and remote development companies that are looking for people with specialized skills. Although WWR is not just limited to offering programmers or developers, they have a wide-range of databases for the same. The skilled developers on WWR create bespoke platforms and end-to-end software development solutions.

5. ITCRAFTSHIP

ITCraftship is an agency that provides recruitment processes from remote-based outsourcing to staff augmentation services. ITCraftship supports software businesses and companies with software development teams find the right programmers and developers to build competent software development teams. Moreover, at ITCraftship they also study the company’s development needs and help find the right candidates from their talent pool.

6. RELEVANT SOFTWARE

Relevant Software is an offshore software development services vendor. Relevant Software hosts senior level programmers and developers that have the expertise to build world-class software. Relevant Software are remote development providers that offer full-cycle product development from ideation to execution for organizations across the globe. Relevant Software offers a wide variety of services such as – mobile app development, UI/UX design, CRM systems, business software, maintenance, analytics, etc.

7. INTUZ

Intuz is a software development company and technological service provider. They offer remote development services and allow companies to hire developers or extend their development team. Intuz follows outstanding coding practices, reviews internal codes, and works on the highest standards followed by the industry. The appointed remote developers work on a real-time basis that can be monitored in a secured environment. Intuz offers a number of services including mobile app development, cloud computing and IoT development.

Conclusion:

It is best for tech companies and businesses with software to offer remote working options so that they can capitalize on savings in infrastructure and reduced overhead costs. This is why there is no doubt that remote software development is slowly going to become the new normal compared to the traditional work-from-office model. So, if you need help in extending your remote software development team or need to hire dedicated developers – speak with an expert!

#hire developers #remote developers #hire remote team #hire remote developers #remote teams #remote development providers

Simpliv LLC

Simpliv LLC

1582893301

Course on the Basics of Remote Sensing|Simpliv

Description
This is a series of videos that will teach you to download Landsat 8 data, import it into QGIS and then classify it to be able to analyze it.

The data is manually digitised for manual classification. Then the same data is automatically analysed and classified by using QGIS tools.

The classification is done in both supervised and unsupervised classification.

The end result is a map that can be exported in various data format. The teacher will show you how to export the result to Google Earth.

Basic knowledge
Know how to use a computer
Know how to search on the internet
Know basic usage of GIS software
What will you learn
You will learn how to do automatic classification, both supervised and unsupervised
You will learn how to do manual classification
You will learn how to download free GIS data
You will learn how to output the map

#Remote Sensing #dataandanalytics #Course on the Basics of Remote Sensing

Michael  Hamill

Michael Hamill

1618310820

These Tips Will Help You Step Up Anomaly Detection Using ML

In this article, you will learn a couple of Machine Learning-Based Approaches for Anomaly Detection and then show how to apply one of these approaches to solve a specific use case for anomaly detection (Credit Fraud detection) in part two.

A common need when you analyzing real-world data-sets is determining which data point stand out as being different from all other data points. Such data points are known as anomalies, and the goal of anomaly detection (also known as outlier detection) is to determine all such data points in a data-driven fashion. Anomalies can be caused by errors in the data but sometimes are indicative of a new, previously unknown, underlying process.

#machine-learning #machine-learning-algorithms #anomaly-detection #detecting-data-anomalies #data-anomalies #machine-learning-use-cases #artificial-intelligence #fraud-detection