AI’s Role In Combating Climate Change: A Powerful Tool for Environmental Preservation

Published on: 30 March 2024 Last Updated on: 10 September 2024

Climate change is a big problem for our planet right now. The Earth is getting hotter, ice at the poles is melting, and we’re seeing more crazy weather happening. We really need to find ways to fix this, and fast. Luckily, AI is stepping up to help out. Let’s see how AI is being used to tackle different parts of this tough issue.

An AI ML Course can help you learn how to use technology to tackle climate change. With this certification, you’ll understand how to apply AI tools to analyze data, predict weather patterns, optimize renewable energy systems, and develop innovative solutions to combat environmental challenges.

This knowledge and skill set will enable you to contribute effectively to efforts aimed at addressing climate change and creating a more sustainable future.

Let’s continue reading.

Understanding The Impact Of Climate Change

The weather on Earth is changing a lot because of what people are doing, like burning fossil fuels, cutting down trees, and doing industry stuff. These things let out gases that make the air warm up, which we call the greenhouse effect.

These changes are affecting everyone around the world already. It’s getting warmer, which makes ice in places like the poles melt, and that raises the level of the sea, which is dangerous for places near the coast. Also, there are more extreme weather events like big storms, long dry periods, and really hot days, which hurt nature, farming, and people.

According to the Intergovernmental Panel on Climate Change (IPCC), without urgent action to reduce greenhouse gas emissions, global temperatures could rise by 1.5 to 2 degrees above pre-industrial levels by the end of the century, with catastrophic consequences for the planet.

Here are some recent data that present concerning trends regarding environmental changes:

Global temperature increase: Over the past century and a quarter, there has been a discernible uptick in the Earth’s mean surface temperature, amounting to an approximate increment of 1.2 degrees Celsius.
Ice melt observation: Studies indicate a notable decrease in Arctic sea ice, with a reduction rate of approximately 12.85% per decade. This phenomenon has adverse implications for various Arctic fauna, notably polar bears, and their habitats.
Sea level elevation: Observational records demonstrate an elevation in global sea levels by around 8 inches throughout the last century. This rise poses significant threats to coastal regions, their populations, and the delicate ecosystems they harbor.
Escalation in extreme weather events: There is a discernible increase in the frequency and severity of extreme meteorological occurrences, encompassing hurricanes, droughts, and wildfires, among others. These events bear substantial repercussions on human societies and natural environments alike.

How AI Can Make A Difference

AI includes different technologies that copy how people think to study data, recognize patterns, and make decisions. Using AI for climate change can bring new ideas in areas like energy, transportation, farming, and watching the environment.

Here’s how AI can make a difference:

1. Predictive Analytics

AI programs can look at lots of information to guess what the weather might do and determine what might happen more accurately. They do this by studying past weather records, pictures from satellites, and other things like that. This helps predict things like storms so people can prepare and try to stop bad things from happening.

2. Renewable Energy Optimization

Switching to cleaner energy like solar, wind, and water power is really important to reduce pollution and fight climate change. AI helps a lot in making these types of energy work better and more reliably.

For example, AI algorithms can analyze weather patterns and energy demand to optimize the operation of solar and wind farms, ensuring maximum energy production while minimizing costs and environmental impacts. Additionally, AI-powered predictive maintenance can help prevent downtime and extend the lifespan of renewable energy infrastructure.

3. Climate Modeling And Prediction

AI can help fight climate change by figuring out the weather. For instance, smart computer programs can look at tons of information from satellites, weather stations, and buoys in the ocean. They use this data to guess what the weather might be like in the future.

With these programs, scientists can learn more about why the environment is changing and what might happen next. By using AI to guess what might happen based on past records like temperature changes, rain patterns, sea levels rising, and crazy weather events, people who make decisions can plan better to stop bad things from happening.

4. Precision Agriculture

AI-powered agriculture technologies enable farmers to optimize resource usage, minimize environmental impact, and increase crop yields. AI systems can recommend precise planting schedules, optimal irrigation techniques, and personalized fertilizer applications by analyzing soil data, weather patterns, and crop characteristics. This enhances agricultural productivity and reduces water consumption, pesticide use, and greenhouse gas emissions associated with traditional farming practices.

5. Environmental Monitoring

AI-based monitoring systems can track environmental indicators, such as air quality, deforestation rates, and wildlife populations, in real-time. By analyzing satellite imagery, sensor data, and social media feeds, these systems can detect environmental threats, illegal activities, and ecosystem changes, allowing authorities to take timely action to protect biodiversity and natural habitats.

6. Climate Adaptation And Resilience

AI can also help improve adjustment and resilience to climate change. As the impacts of climate change become more severe, communities must be prepared for and respond to events such as floods, droughts, and heat waves.

Tools powered by AI can contribute to better early warning systems for extreme weather conditions, which can enable authorities to evacuate people at risk and allocate resources more efficiently. Furthermore, there are AI-supported tools for assessing risks and planning, which will help in identifying vulnerable areas and developing adaptation strategies for changing environmental situations.

7. Energy Efficiency And Conservation

Improving energy efficiency is another vital element of the climate change fight, as it lowers the demand for fossil fuels and the amount of carbon emitted. In such a case, AI technologies would be capable of assisting in uncovering possibilities to save energy for buildings, transportation, and other sectors.

An AI system analyzing data about energy consumption, equipment operation data, and environmental surroundings can detect inefficiencies and propose options to reduce energy consumption and waste. These solutions may comprise installing more efficient appliances, screening HVAC systems, or implementing smart heating and lighting solutions.

Real-World Applications Of AI To Combat Climate Change

Using AI to help fight climate change is already making a big difference in many areas:

Capturing Carbon: AI helps industries capture and store carbon dioxide underground, which helps reduce emissions.
Smart Energy Systems: AI makes energy distribution smarter by balancing how much energy is produced and used. It also helps use more renewable energy and reduces energy lost during transmission.
Money for Climate Projects: AI tools help investors find good ways to invest their money in projects that help the environment. They can also see how their investments affect the climate.
Helping in Emergencies: AI-powered drones and robots help out during disasters by finding people, checking how bad things are, and bringing help to places that need it.

The Way Forward

While AI holds immense potential in the fight against climate change, its effectiveness depends on collaboration among governments, businesses, researchers, and civil society.

Key priorities for leveraging AI include:

Data accessibility: Promoting open access to environmental data and supporting data-sharing efforts to drive AI research and development.
Ethical considerations: Addressing concerns around AI ethics, such as data privacy, algorithmic bias, and possible side effects of the technology, will foster trust and responsibility in artificial intelligence-operated systems.
Capacity building: Investing in education, training, and skills development to help enable people and organizations to use AI capabilities for climate purposes.
Policy support: Develop policies and regulations that encourage AI technologies, boost and facilitate innovation, and ensure international collaboration on climate issues.

Conclusion

Climate change is a big problem we face today. We need to act fast worldwide, in our countries, and even in our communities. AI can help us a lot. It gives us tools and technology that can help us understand climate change better. With AI, we can predict and lessen its effects. It can also help us move towards a future that’s more sustainable and able to bounce back from challenges.

Using AI, we can work on the reasons behind climate change. This helps us protect the health and happiness of people now and in the future.

Read Also:

Barsha Bhattacharya

Barsha Bhattacharya is a senior content writing executive. As a marketing enthusiast and professional for the past 4 years, writing is new to Barsha. And she is loving every bit of it. Her niches are marketing, lifestyle, wellness, travel and entertainment. Apart from writing, Barsha loves to travel, binge-watch, research conspiracy theories, Instagram and overthink.

View all posts

How To Troubleshoot The Alexa Not Responding Issue? [Fixed]

Alexa is a virtual assistant, which works with an echo dot in order to fulfill all the demands of its users. With its thousands of attractive features, Alexa has made the life of its users super easy and also entertaining at the same time. With its hi-tech features, Alexa can do almost everything from controlling smart home lights to set reminders, playing songs, jokes, news, quizzes, and much more things. But due to some reasons, you may find your Alexa not responding to the commands that you are giving it. Do not worry if you are facing the Alexa not responding issue. Here we have the most effective and easiest troubleshooting steps to fix this issue. Troubleshoot The Alexa Not Responding Issue: Here are the troubleshooting steps that you need to follow for solving the Alexa not responding issue with your echo dot. There are a bunch of reasons for what you may be facing this Alexa not working issue. So, let’s head towards the troubleshooting steps. 1. Check The Microphone Button There are many instances when we find that the reason behind Alexa not responding is because the microphone is damaged or we forget to turn the button on. The microphone button is one of the most common reasons for this issue. So, check the microphone button first. If the issue persists and it seems that everything is totally fine there. You can step to the next process. 2. Reboot The Device This is one of the most effective and easiest ways in the whole troubleshooting process of Alexa is not responding issue. There is not much trouble, all you need to do is just restart the device and the issue will get resolved. But this restarting has a definite name called power drain, and it is more than just powering off the power button and power on it again. Here is the step-by-step guide for the power drain process. First, you need to check the power light. In case it is showing blue light, that means the device is able to hear you but simply the Alexa device is unresponsive to your commands. Disconnect the power cable from the power source for at least 30 seconds. Wait for a little while, and after that, connect the power cord again with the power outlet. Now, when your device is ready completely, try to give it any command again. If the issue is resolved, then it is fine. But in case the issue of Alexa not responding continues, head to the next step. 3. Echo Dot Hard Reset In case the above described troubleshoot does not work for your echo dot. Here is the step-by-step guide to hard reset. You will find the reset button at the bottom of the device. You can use a pin to press the button. As soon as you press the button, the device will power off. Here, you need to wait for a little and then power the device on again. All the settings of the device will then reset to the original. 4. Disable And Enable Alexa Privacy If Alexa not responding after all the above-mentioned troubleshooting steps, now is the time to enable Alexa privacy and in order to do so, follow the below steps. You will find a button at the end of Alexa’s nucleus screen. You need to press the button. This button is to enable the privacy of Alexa. If you press the button again, the device will hear you again. Give a command to Alexa in order to check whether the issue is resolved or not. 5. Check Your WiFi Connection Behind the “Alexa not responding” issue, there is a huge chance that maybe your wifi connection is not working properly. That is why Alexa is finding it difficult to respond to your commands. Well, let me tell you that if you do not have a proper internet connection, there will be no use for this Alexa device. So, check the router now. In case you find anything wrong, contact your network service provider. 6. Try Changing The Position In case you have placed your echo dot device far from your router or in someplace where it is having issues connecting with the router. This can be the main reason why you are experiencing “Alexa not responding.” Make sure that you are placing Alexa within the wifi range. The place should be accessible to yours as well so that your echo dot device can connect with the network properly and also can hear you clearly. 7. Set Echo And Smartphone On The Same Network Always keep in mind that the smartphone that you are using and Alexa have to be connected within the same network. In case they are connected with different routers or your phone is not connected with the router’s network, you will face the “Alexa not responding issues.” Connect both of them on the same router’s network in order to resolve the issue. 8. WiFi Congestions If you have connected a lot of devices within the same router’s network, it may create the “Alexa not responding” issue. Due to excessive wifi congestions, your echo dot is not able to respond to your given commands. Remove or disconnect some other devices, and then try to give your device command and check if the issue is resolved. Still Alexa Not Responding? All the steps that I have told you in this troubleshooting guide are enough for resolving Alexa not responding to voice issue. But if you face the same problem after performing all the troubleshooting steps. You should contact Alexa customer care. Call on the Alexa helpline number and ask for help. More Resources: Benefits Of Having A Cordless Vacuum Cleaner At Home What is type c cable, and is it worth buying

The Complete Guide To Choosing VPS Hosting

What Are Virtual Private Servers? Virtual Private servers are hosting plans that most hosting providers offer- it is a 2 in 1 package - it offers features of a dedicated server and also the capacities of shared hosting accounts. This is done because shared hosting plans usually have limited capacities and a dedicated hosting plan might be too pricey. VPS web hosting plans provide top-quality performance at a lower rate and is a popular choice for medium sized websites that require a lot of resources. VPS hosting is done bay physical servers that are housed in data centres. This server is then divided into partitions to create each individual virtual server. When you purchase one of these sections you are the only with access to that part of the virtual environment - which means that you can use the resources available in a similar manner that you would on a dedicated server hosting accounts. In addition, the VPS area performs like a dedicated server even though it is part of a physical one. This feature makes it a good choice for websites that need resources similar to that of a dedicated server but do not have the budget to match. Who uses VPS hosting? A lot of website owners prefer VPS hosting because they get more control over their server environments. Even though they do not utilise all the system resources allocated to them, the control they have over resources is usually worth the extra expense. Website administrators who wants dedicated hosting but do not have the technical skills or cannot currently afford a plan, consider VPS hosting as a good starter package. Things to consider before choosing a VPS hosting provider 1.The content management system offered: acquisition, technology shifts or management changes can alter the value of a web hosting plan. It is good practice to ensure that your web host allows you to unlock your website, so you can quickly switch providers or make changes. 2.Decide how much support you need: a basic customer service comes with access to phone support and email . The turnaround on request however would vary from provider to provider. Some web hosts offer 24-hour customer support, while others can only be contacted by email. One of the drawbacks of a non-managed service is that even though you may be able to ask questions about the basic configuration, you may not be able to get the support you need. 3.If you would like to completely delegate the management of your site, then you should consider managed hosting. Web host who offer and manage WordPress hosting will ensure that your system is configured properly, patch your software when needed, manage backups, and keep an eye on security issues as well as other tasks. 4.Do not fall into the trap of unlimited: loads of hosting providers offer unlimited bandwidth and storage for a few dollars a month. This offer isn't always how it is represented. For example, if you pay $3 for a month of hosting, there would be a clause in your terms of service that allows your web host to stifle website performance or shut down completely after a usage threshold has been crossed. 5.Own your domain: it is pretty common for domain registrars is to offer web hosting services. If your domain registrar is also your web host, you should ensure that you have complete control over your domain name and you can switch registrats if you need to. 6.Estimate traffic volume expected: most hosting providers charge based on bandwidth and storage usage. If you anticipate that only a few people will visit your website then you are bandwidth needs will be low but if you are suddenly featured at the top of a Google search engine result page or if a product campaign ad goes viral, you can expect increased bandwidth usage. Defining this will help guide your web hosting selection process. 7.Understand the server type: the cheapest hosting plan available on the market is usually a shared hosting plan - where hundreds or thousands of websites share one server. The performance of your website would depend on the load on the other sites are putting on the house. Shared hosting also limits your access to server resources, limiting your ability to upload files via FTP - limiting the amount of database you have access to, the programs you can run on the service, and preventing shell access. Managed VPS web hosting solutions Server Virtual Private server plans do not come with complete server root access but is managed by the hosting company. However, with the increase in the popularity of managed hosting service, the user tackles this. Which means that if you have one, you can customise your VPS server in any manner that you desire. But you can also get the help of your web hosting provider to resolve any technical issues you cannot address yourself. What are the features of a VPS hosting plan? The features that would come with a VPS hosting plan will vary depending on the provider. However,there are a couple that you should be on the lookout for. 1.Managed data backups: like with any other hosting service, your VPS plan should come with a backup option for your data. Because anything can occur within your provider's network, we recommend that you choose a service that makes it possible for you to manually backup your data - in order to ensure that your website can be restored at any time. Thankfully, most VPS hosting plans offer an inexpensive way to get the flexibility, features, control and resources of the more complex and costly dedicated server hosting plans. With the rapid development and increased popularity, the price of VPS hosting is rapidly reducing so,it is possible for you to find a VPS solution that suits you. 2.Root access: with root access, you get complete control over your VPS account-software installations, configurations and so on. All these actions can be done from the interface of your control management system. 4.Multiple domain hosting: even though a lot of hosts offer multiple domain hosting with their shared hosting plan, most times they lack the required resources needed to guarantee smooth performance. Many VPS web host offer plans that make it possible for you to host multiple sites without compromising on performance. Typically, you can also set up - separate email accounts and allocates specific resources for every individual site you create. 5.Support and management: just like a dedicated hosting account, VPS hosting requires you to manage your own server. However, there are many web hosts that provide management and support services to help with administrative tasks. This feature is invaluable if you do not have technical skills. 7.Server monitoring: a good VPS service provider will constantly monitor network and hardware that your account is hosted on. Which guarantees the physical security of the server and guards against cyber threats such as DDOS attacks, hackers and malicious software. What are the benefits of virtual private server web hosting? There are many benefits of VPS web hosting but top on the list are: 1 Flexibility: you are free to choose the software and operating system you would like installed on the stock server 2.Stability: as opposed to shared hosting, increased activity and traffic will not adversely affect your websites 3.Dedicated resources: VPS hosting plans come with dedicated RAM, disk space and CPU. 4.Better performance: having your own dedicated resources allow your visitors to enjoy faster load times on your website. How to use VPS web hosting The web hosting data storage space on a primary virtual server is managed via a hosting CP user interface. There are tons of websites hosting CP tools on the Internet, so you are not limited to the one supplied by your web hosting provider. For example, cPanel can function on most servers OS. Apart from this, everything is pretty much the same as with shared hosting accounts -database management, file management, electronic mail management and so on. In most instances, web hosting control panels come with a reseller back-office tool which can be used to set up and resell web hosting plans to other individuals. This is a good way to generate money as there are a lot of web users who are looking for good quality web hosting service. Is VPS web hosting a great option for you? Sometimes, choosing the right hosting plan can be a challenge however, if you have a website that has outgrown a shared hosting plan and needs more resources, then VPS web hosting is a good choice. You will get enough resources to manage the increased load matter the type of website you operate.

What’s The Difference Between A Public Cloud And A Private Cloud?

Data storage is an integral part of most businesses, especially since, nowadays, most companies have an online presence to maintain. That online presence often necessitates the storage, access, and protection of data. If you're considering global cloud services, we'll help you understand the difference between a public and private cloud to discern which is better for your needs. What Are Cloud Services? Before diving into the distinction between private and public cloud services, it's essential to understand what it means for data to be stored 'in the cloud' in the first place. Simply put, data in the cloud is stored on the internet, hosted on a server rather than on your computer's hard drive, and remotely accessible to authorized users. As you might imagine, storing data online is an attractive prospect to businesses that either have vast swathes of data to protect or have services that need online functionality to run correctly. Public and private cloud services can allow companies to access crucial applications for their business and the personal data stored on internet servers. What Is a Private Cloud? A private cloud, sometimes called a data center, allows a company complete autonomy over its infrastructure. At the risk of sounding obvious, these clouds are private because they are built and maintained for a single organization. Sometimes, this infrastructure technology can be proprietary, although it's common for businesses to hire a third-party IT company to build their private cloud infrastructure. Typically, businesses hosting private servers have the infrastructure stored on the premises or somewhere close by so that they can integrate them with the applications or data storage software the company uses. Some of the significant advantages of private servers include the following: Immediate access to the hardware Autonomy and privacy of data Control of infrastructure Companies that choose private clouds usually need to invest heavily upfront; data centers are costly, and getting all of the infrastructure in place is often a significant financial investment. Of course, private clouds are well worth the investment for many business owners who value their privacy and autonomy. These servers do not have to share resources with other users. It's important to avoid the conflation of 'resources' with 'data.' Public servers do not allow multiple organizations to access each other's data. 'Resources' in this context refers to the computational aspects of the public cloud and its services. Private cloud owners shoulder the responsibility of both physical and cybersecurity, as well as the upkeep and eventual upgrade of the firmware and software. Those responsibilities may include: Infrastructure management Hardware maintenance Scaling Physical and cybersecurity Compliance Businesses may choose to shoulder these burdens when their data is too sensitive to entrust to a public cloud, exceeding their risk tolerance. Companies with government or high-security contracts may be bound by regulatory compliance, demanding the need for total ownership and control of the private cloud infrastructure. In these circumstances, it may be impossible for a company to marry the internal resources for security with the security standard of a public cloud that is out of their control. Specific proprietary applications or those that contain sensitive data, for example, are often best housed on private clouds. Of course, the level of security depends on the robustness of the security measures, which are the organization's main prerogative. What Is a Public Cloud? The key difference between a private and public cloud is one of utility. Public clouds appeal to many businesses because they operate based on usage. In other words, the more cloud service you use, the higher the cost of the services. The benefits of a utility-oriented system are twofold. First, a public cloud offers utility by use, allowing businesses to use the service as they need and only pay when using it. Second, a company can scale its usage with growth, relying on a more prominent 'portion' of the public cloud service rather than needing to upgrade infrastructure. To simplify, here are some of the key benefits of public clouds: Alleviates responsibility of infrastructure management Makes use of IT resources for problem-solving Scales cost based on usage Lower cost of use Because the infrastructure of a public cloud is for housing multiple tenants, businesses will generally pay a lot less for subscribing to a public cloud service than they would for the construction, maintenance, and upgrading of a private cloud. As much as we've talked about security regarding private clouds, public clouds, too, boast a wide range of security features. After all, it's in the best interest of the third party running the public cloud service to tout themselves as being reliable and trustworthy. To that effect, public clouds are often extremely reliable, with many safeguards against failure, loss of data, and malware. Public clouds do, however, come with a minor level of risk when it comes to data leakage, which is why businesses that handle sensitive data or have proprietary technology to protect may opt for a private server instead. Which Cloud Service Is Better? There's no right or wrong answer when choosing the best cloud service for your business, but it's fair to acknowledge that both private and public clouds tend to attract different types of business. Public clouds, for example, are ideal for businesses that are starting to scale up or have uncertain computational or storage needs. In this case, having a third-party cloud service provider manage the firmware with the option for unlimited scalability is highly attractive. On the other hand, businesses that handle sensitive information or have a very low-risk tolerance may choose to invest in a private cloud. Generally, these companies are more established and have a better idea of the computational resources their business needs. The Bottom Line There are several important distinctions between a public cloud and a private cloud. Public clouds offer scalability and flexibility, while private cloud services provide control and security. Both are valuable for businesses and are worth careful consideration as you take your next steps toward business growth. Read Also: Why Businesses Should Invest In Backblaze’s Cloud Storage? Benefits of Cloud-Based Quality Management Systems 5 Core Pillars Of Cloud FinOps

AI’s Role In Combating Climate Change: A Powerful Tool for Environmental Preservation

Understanding The Impact Of Climate Change