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Before getting into the nitty-gritty of Air Quality API, it is crucial to understand 'What is an API?'

Technically, API stands for Application Programming Interface. In simple words, APIs allow applications to communicate with each other. Generally speaking, when people say "an API," they mean an API that returns data in CSV, XML, or JSON format. The API is not the database or the web-server, but it is the interface that authorizes the server's access points to the users.

In this post, we will learn more about Ambee's API. Ambee is an environmental intelligence platform that enables tech businesses with the right information and the right time to enhance product value. Ambee serves many industries from business tech, Gov-tech, healthcare, digital therapeutics, mobility, insurance, academia, and more.

Ambee has a collection of APIs for different environmental data. Namely:

Air quality API

Pollen API

Weather API

Fire API

Soil API

Water vapor API

Now that we have a basic understanding of what an API is. Let's look into air quality API.

What is an good Air quality API?

Air quality API returns real-time granular air quality levels for global and regional locations. The air quality data provides insights on air pollutants – PM2.5, PM10, CO, SO2, NO2 & O3. These air pollutants in high concentrations can be toxic to your health. Air pollution data form solutions, products, and policies to inform, motivate, and safeguard their customers.

Air pollution is known to be the root cause of 1 in 8 deaths in the world. Low air quality can cause and aggravate respiratory ailments, wheezing, fatigue, and more. Poor air quality is also the primary contributor to global warming and climate change. Monitoring air pollution levels helps identify pollution dense areas that can help form policies to regulate air quality.

Ambee realizing the graveness of poor air quality, has collected data from multiple sources with statistical interference to ensure the highest order of accuracy and availability.

Why choose Ambee?

Ambee use AI algorithms based on machine learning and mathematical models. Ambee prioritizes data validation and accuracy through historical data and factors like temperature, wind, solar radiance, etc. to provide:

Global Coverage: Ambee data coverage spreads across the world, with new countries being added every week.

Data Accuracy: Data validation is a high priority to ensure the delivery of accurate data is seamless.

Quick Response: Sign up and test our API for FREE to get Ambee's air quality data delivered in real-time in CSV, XML, or JSON for a developer-friendly experience.

Detailed Report: Air quality data provides detailed insights on air pollutants such as PM2.5, PM10, CO, O3, NO2, SO2, and more.

Real-time data: Raw air quality data is made available in real-time as per the user's location.

Easy to integrate: Ambee's air quality data is highly developer-friendly and easy to integrate. It is available in easy-to-use formats such as JSON, XML, CSV that can be easily used in your program, application, or product.

Global warming and climate change are altering weather patterns faster than ever before. Air pollution is a major contributory factor to global warming and climate change. In our environment air pollution and weather coexist and they communicate and affect one another. Cities and industrial areas create high-pollution pockets which affect the surrounding environment.

Weather is an integral part of our everyday experience. Others like a bright sunny day at the beach and many others love reading an interesting book and a hot cup of coffee on a cold day. We can't get a grip on the perfect weather for all and we can all rely with one thing that is shifting weather systems.

Impact on air quality by weather conditions

The air feels clean after heavy rainfall, as the rain washes out air pollutants. A 'wash out' is called Wet Scavenging, which aims to increase the consistency of the surface air. Wet scavenging in the ambient air lowers both PM2.5 and PM10.

Wind can also flush out air contaminants, but windstorms can carry air pollutants such as dust, particulate matter, and pollen from far away areas – low air quality. Windstorms cause wildfires like California's Santa Ana winds, too. Smoke, soot and particulate matter (PM2.5 & PM10) are well known to influence the air quality.

Impact on weather conditions  by air quality

High quantities of carbon emissions from burning fossil fuel for the transport and industrial development industry are the main cause of urban air pollution. We remove poisonous contaminants from the air such as carbon dioxide, particulates, and more. These influence the environment and the health of humans. Most big corporations, such as Apple , Microsoft, and India's Railway network, are dedicated to carbon.

Short-lived climate pollutants (SLCP) are toxic air contaminants such as methane and black carbon that intensify climate change. Climate patterns that are observed over a long period of time are called environment. The long-term atmospheric persistence of SLCPs has greater potential for global warming than carbon dioxide. Methane is a precursor of an Ozone at ground level. The World Health Organization reports,Black carbon and ozone impact environment and rising farm production.

Carbon neutrality can be achieved through policy making and the implementation of actionable missions. This is where Ambee's data can be invaluable and put into practice. Our air quality API can help in taking steps towards carbon neutrality on your business journey.

Air particulate pollution kill more than 7 million people worldwide per year, according to the World Health Organization. The WHO reports that 9 out of 10 people breathe excessive levels of toxins in unhealthy air. An average person breathes approximately 3000 gallons of air a day. 'Just What You Breathe' is great.

To empower the common man with real-time data, Ambee has launched indianairpollution.com to allow easy access to the hyperlocal air quality index (AQI). This was focused on the reality that 99.99 percent of people have no access to precise ambient air data.

Air pollution is known to be a significant contributor to global warming and climate change. It mostly results in 9 million deaths worldwide due to outdoor and indoor air pollution but also causes a total loss to the world economy of $5.2 trillion.

Increase of air pollution indoors and its consequences.

Indoor air pollutants contain neurotoxins which poison the nervous system and have a harmful effect on brain function. Several research demonstrated a decline in cognitive performance with a rise in carbon levels around 1000 and 2500 ppm. The level of pollution is associated with indoor environments like schools and workplaces and also not all hope is lost.

Air pollution impacts human health as a significant cause of respiratory disorders, heart disease , asthma, strokes, and early-age death, according to Scientific American.

Indoor air emissions are caused by human activity, chemical reactions, and contaminants from building. Cooking, fireplaces, candles, fungi, asbestos, and mold are sources of such contaminants.

Now many citizens spend most of their time indoors in homes , offices, educational institutions, health clubs or automobiles. A increase in poor air quality over the past few years has motivated the need for data on air quality and air purification.

Use of air quality data

Precise data on air quality makes consumers know their composition of the indoor environment. Ambee uses local on-ground sensors and satellite imagery to provide precise real-time, hyperlocal data. The rates of air pollution are complex and are subject to change with place , time, season etc.

There is a need for data on hyperlocal air quality is clear, even as nearest sensor does not provide information on air quality for your property. Levels of air outside your home and within your living room can vary. Data accuracy at Ambee with data validation models incorporated into AI algorithms is highly essential and priority given.

Spring season is a fun time with flowers, mild weather and trees. Spring is typically associated with a new start but the peak allergy season is often considered to be. For several, the start of spring may be the beginning of seasonal allergies caused by exposure to pollen. Pollen has many known consequences for human health.

Ambee's pollen API provides worldwide pollen data, adding new countries each week. The incorporation of our pollen data into goods, mobile devices, marketing and advertisement campaigns is easy. With a risk assessment it can enable brands to generate consumer awareness with accurate local real-time pollen data.

Firstly, let 's explain what pollen is, why it affects a person and what you can do to stop seasonal allergies.It makes it very interesting to consider pollen, its forms and its origins.

What is Pollen? How does that impact on human health?

Pollen constitutes a rising allergen. It is a fine powdery residue which is produced to fertilize plants from trees , flowers, grasses, and weeds. Pollen is carried by wind and pollinators such as birds , insects and livestock. Climate and changes in season also affect pollen counts in the soil.

Few signs of a seasonal allergy include:

Tricky nose 

Husk 

Sneeze 

Wheezing  

Jucky skin 

Fatigue

1 in 5 people worldwide suffer from symptoms of pollen allergy during their lifetime. For those with a sensitivity to pollen, pollen exposure causes a strong immune response. The immune system recognizes pollen as a dangerous invader such as bacteria or virus, and starts battling the pollen, causing an allergic reaction known as Seasonal Allergic Rhinitis, or generally known as Hay Fever. 

Research has shown the incidence of childhood asthma varies by the month of birth. This research found that children with high exposure to allergens such as pollen developed asthmatic symptoms such as wheezing in their early life during the first three months of their life.

Experts estimate that pollen counts will grow by up to 200 per cent by 2040. The most prevalent form of seasonal allergy in Europe is pollen allergy. Four out of five people who experience asthma also fall victim with seasonal change and year-round hay fever.

A single grain of pollen is microscopic, which renders it transparent to the human eye. Data on pollen helps perceive the presence of pollen and quantifies the pollen count. Tracking pollen counts in your surroundings can help avoid allergic rhinitis and the effects thereof. Pollen data allows users to be aware of the pollen at their location, pollen forms, and accordingly take preventive steps.

Resolving the data gap: Pollen API at Ambee

There is a shortage of resources with pollen data which is readily available to companies and to the common man. At Ambee, we realized the data gap in this field that affects millions of people worldwide every year and set out to bring reliable, local and real-time pollen data to your fingertips.

The Pollen data provided by Ambee gives useful insights and recommendations for action. It contains details on pollen counts for three different types of pollens: 

Pollen grass 

Arborespin pollen 

Pollen Ragweed

 GoodWorkLabs provides mobile app development and software product development such as iPhone, iPad, Andriod, Ruby on Rails, PHP, Java, Perl, MySQL, Oracle.

What is Need to Learn DevOps?

DevOps incorporates the creation of applications and operations. This practice allows a single team to handle the entire application lifecycle - from development to testing, to deployment and operations. It is Important to  Learn DevOps helps reduce the disconnect between software developers, quality assurance (QA) engineers, and system administrators.

Information technology is not what it used to be before. Most sysadmin tasks are being automated using tools and scripting languages. This includes configuration management tools such as chef, puppet, Ansible, etc. and scripting languages like shell script python, ruby, etc.

In addition, the way people and teams have worked has changed dramatically in recent years with the advent of new philosophies like DevOps and methodologies like Agile.

Python is one of the major technologies employed by DevOps practice teams. The simplicity and usability make Python a great option for this task, enabling the entire team to build web applications, visualize data and develop the workflow with custom utilities.

With this learning path, you will experience a variety of skills and technologies that any DevOps engineer working with Python should be familiar with.

Cloud computing has dramatically changed the way servers are provisioned. You do not have to wait days to get a server provisioned for application deployment. With a few clicks, you will have your server ready for deployment. The process is made easier by writing automation scripts for provisioning and configuring the server. An example is the python boto library. Using the SDK button, you can automate the provisioning of the AWS server.

How to use Python to Learn DevOps

If we want to write a script to automate a task, Python is a better platform independence option, easy to write and integrations with all tools. In Python, there are many modules available as open-source, which support several tools.

Why Python is so popular to Learn DevOps?

Python is one of the best scripting languages. The vast availability of python libraries allows you to write scripts that can communicate with internal systems, manipulate files, strings, manage networks, and so on. After learning Python, you can write automation scripts in a well-structured manner. Also, all Linux systems currently come with python.

Many DevOps teams use python to create custom utilities, web applications for viewing custom data, and more. The main reason is that it is easy to learn and you can develop utilities in days, not months.

However, there is much more than just accessibility - perhaps the main reason why Packt found Python such a popular language for DevOps engineers is that it is a great scripting language - and scripting means automation. And for a complete spin, if DevOps is about anything, it's about automating things and improving efficiency.

DevOps Tool Resources

DevOps cannot be done with tools alone, but having the right tools to increase culture and processes is important for successful software delivery. The following resources discuss general and Python-specific tools and services for DevOps environments.

The Python tools to get started are a slideshow that explains that while DevOps is a culture, it can be supported by tools like Fabric, Jenkins, BuildBot, and Git that, when used correctly, can allow for continuous software delivery.

For an Atlassian-centric perspective on tools, take a look at this publication on how to choose the right DevOps tools that target your tools, but still have some good tips, such as using automated tests to provide immediate knowledge of defects that require correction.

In today's fast-paced world, placing products on the market is vital to the success of web applications and software. With GoodWorkLabs DevOps automation and development methodology, your company can continue to launch multiple versions of technology products in an efficient and timely manner.

DevOps is becoming a valuable skill for IT people and the Devops Development Company. For example, a survey conducted with the hiring of Linux found that 25% of the job seekers of the respondents are specialists in DevOps.