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How Big Data provides Accurate Data and Insights in Global Warming
Global warming is the hottest topic these days with government and organizations pitting up their all efforts to get their data right and find out the fitting solution to tackle it for the sake of humanity. What if I tell you big data Hadoop has made its entry through environmental studies and helping considerably in getting right stats upon global warming?
All over the world and beyond the adverse effects of climate change is being felt. Glaciers are melting, sea levels are rising, cities are facing recurring floods, and deforestation seems rising every day. Global sea level is expected to rise two to seven feet this century and climate change has extensively ranging implications that involve financial stability and safety. For instance, Weather Analytics, a company offering climate data quotes that 33\% of global GDP is affected by weather. The side effects of natural calamities like tsunamis, tornadoes, hurricanes, wildfires and so on are well documented.
In order to tackle this problem, nations need good action plans that should be based on accurate, real-time or close real-time analytics. Big data as well as predictive analytics can provide accurate and real-time/near real-time analytics. Over the years immense work has been done in this regard which is reflected in the accessibility of the tools like Microsoft’s Madingley Model, Global Forest Watch, and the Google Earth engine. Given the pace at which climate change is happening, we have to respond fast.
Big data and predictive analytics have facilitated stakeholders to process huge amounts of data fast and produce accurate insights. Sensors are gathering data on different variables like soil, rain, and forest cover and help establish relation between datasets. It’s apparent that big data and predictive analytics is and will be the most important tool government bodies will be implementing while they find right ways to tackle the climate change adversaries.
How nonappearance of big data and predictive analytics can affect climate change policy?
There is no doubt that without big data and predictive analytics, plans or policies on climate change will be harshly handicapped and one-dimensional. Some possible conditions, without big data in the equation, could be these:
The calculation on how much carbon emission has to be cut down across the globe could be way off the mark. Consider a situation in which nations embrace a solution to reduce carbon emissions from all possible sources like air conditioners, cars, and industrial plants by two percent in next five years whereas, based on the recent trends, the minimum requirement was 5\%. Insufficient reduction means rising global warming with many other problems.
Since glaciers are on the verge of being disappeared faster than ever, there is a tremendous rise in the sea levels. This will put coastal areas into danger. Without correct analytics and predictions, proactive actions like rehabilitation, shifting and other steps couldn’t be sufficient and could be delayed.
Environmental changes and ecological disparities all over the world could go unnoticed to a larger extent. Unless updated data based overviews are provided to the right sector, the right viewpoint might not be produced. It is significant to be capable of comparing and tracking environmental and ecological changes with data in time.
Effect of big data analytics and predictive analytics on environment change policies:
Policies and strategies made by focusing on climate change phenomenon have been drastically influenced by big data as well as predictive analytics. Both government and non-government organizations have been building trendsetting tools as well as technologies that help make advanced climate change steps.
These tools and solutions, needless to say, are counted on big data. Large volumes of data on various variables like sea levels, temperature change, forest density and carbon emissions are gathered ever moment and assessed.
These tools provide relevant insights and hence make it possible to take right actions on right time to save the earth.
So, if you’re interested in gathering climate change data and want to pursue a career in this, do enroll for big data hadoop course in Delhi.
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