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Analysis: India’s CO2 Emissions Fall for First Time in Four Decades Amid Coronavirus

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Analysis: India’s CO2 Emissions Fall for First Time in Four Decades Amid Coronavirus
An aerial view of Indira Gandhi Indoor Stadium and the city's green cover during lockdown, on April 17, 2020 in New Delhi, India. Sonu Mehta / Hindustan Times via Getty Images

By Lauri Myllyvirta and Sunil Dahiya

An economic slowdown, renewable energy growth and the impact of Covid-19 have led to the first year-on-year reduction in India's CO2 emissions in four decades. Emissions fell by around 1% in the fiscal year ending March 2020, as coal consumption fell and oil consumption flatlined.


The decline in emissions reflects the headwinds already affecting the Indian economy since early 2019, and increasing renewable energy generation. But our analysis of official Indian data across the nation's entire 2019-20 fiscal year shows the fall has steepened in March, due to measures to combat the coronavirus pandemic. The country's CO2 emissions fell by an estimated 15% during the month of March and are likely to have fallen 30% in April.

As with the global CO2 impact of the pandemic, the longer-term outlook for India's emissions will be shaped, to a significant degree, by the government response to the crisis. This response is now starting to emerge – as set out below – and will have major long-term implications for India's CO2 emissions and air quality trajectory.

Coal Bearing Brunt of Demand Crunch

As lower power demand growth and competition from renewables weakened the demand for thermal power generation throughout the past 12 months, the drop-off in March was enough to push generation growth below zero in the fiscal year ended March, the first time this has happened in three decades.

Over the preceding decade, thermal power generation grew by an average of 7.5% per year. As seen in the figure below, the dramatic drop-off in total power demand was entirely borne by coal-based generators, amplifying the impact on emissions.

Coal-fired power generation fell 15% in March and 31% in the first three weeks of April, based on daily data from the national grid. In contrast, renewable energy (RE) generation increased by 6.4% in March and saw a slight decrease of 1.4% in the first three weeks of April.

Daily power generation by source and by year in India. Source: POSOCO. Chart by Carbon Brief using Highcharts.

The fall in total coal demand extends beyond the power sector and is evident in data on coal supply. In the fiscal year ending March, coal sales by the main coal producer Coal India Ltd fell by 4.3%, while coal imports increased 3.2%, implying that total coal deliveries fell by 2% and signaling the first year-on-year fall in consumption in two decades.

The trend steepened in March, with coal sales falling 10% while coal imports fell 27.5% in March, meaning that total deliveries of coal to end users fell by 15%, in line with the reduction in power generation.

In March, coal output increased 6.5% even as sales fell by a record amount. Also, during the full year, more coal was mined than sold, indicating that the reason for the drop was on the demand side.

Oil Demand: From Weak to Negative

Similar to electricity demand, oil consumption has been slowing down since early 2019. This is now compounded by the dramatic impact of the Covid-19 lockdown measures on transport oil consumption. During the national lockdown, oil consumption fell 18% on year in March 2020.

As a result of low demand due to the coronavirus outbreak and already slower demand growth earlier in the year, consumption during the fiscal grew at 0.2%, the slowest in at least 22 years. Natural gas consumption increased 5.5% in the first 11 months of the fiscal year, but is expected to fall by 15-20% during the lockdown.

Crude oil production in India decreased by 5.9% compared to last financial year and a 5.2% drop has been observed in natural gas production during the same time. Refinery production – in terms of crude oil processed – also fell by 1.1% over the last financial year, compared to 2018-19.

Crude steel production dropped by 22.7% in March 2020 compared to the previous month and, cumulatively, the financial year 2019-20 saw a decline of 2.2% compared to last year, according to Ministry of Steel data.

CO2 Emissions Down 30% in April

Using the indicators above for coal, oil and gas consumption, we estimate that CO2 emissions fell by 30m tonnes of CO2 (MtCO2, 1.4%) in the fiscal year ending March, in what is likely to have been the first annual decline in four decades.

Annual emissions from fossil fuel use in India, millions of tonnes of CO2, 1965-2020. Figures for 2009 onwards correspond with financial years ending that March, with the 2020 number showing fiscal year 2019-20. Source: Analysis of Indian government data for this article and BP Statistical Review of World Energy. Chart by Carbon Brief using Highcharts.

Furthermore, emissions fell by 15% year-on-year in March and by 30% in April. The April estimate is based on power-sector emissions estimated from daily generation data. This assumes oil consumption falls as much in April as in March, which is very likely to be conservative as the national lockdown is continuing until the end of the month, and gas consumption falls 15-20% as projected.

Government Response

While the current crisis is having a significant impact on India's CO2 emissions in the short term, it could also influence the longer-term trajectory of India's energy use and emissions.

Although the situation is only beginning to unfold, three possible consequences are already emerging:

  • Post-crisis economic stimulus could be directed towards reinvigorating the country's renewable energy program.
  • Plummeting electricity demand has brought the power industry's long-brewing financial problems to a head, necessitating bailouts with the potential for structural changes.
  • Experience of exceptional air quality could add momentum to efforts against air pollution, resulting in strengthened targets and standards.

In each case, the crisis could act to catalyse, reinforce or accelerate the factors that have already been driving Indian policymaking in this area.

For example, the Indian government has already started talking about support for renewable energy as a part of the recovery, alongside similar statements by European leaders. One reason for this continued support is the fact that solar already offers far cheaper electricity than coal.

A recent auction secured 2,000 megawatts (MW) of new solar capacity at an average of 2.55-2.56 rupees per kilowatt hour (Rs/kWh, around $34 per megawatt hour). This result came despite the auction being held during the lockdown amid a period of severe uncertainty over the future market and financial situation.

In contrast, the average cost of a unit of electricity from India's biggest coal generator, the National Thermal Power Corporation (NTPC), stood at 3.38 Rs/kWh in the financial year 2018-19 ($45/MWh). This figure will likely keep moving upwards with every passing year due to inflation, increasing operational costs and with implementation of stricter emission standards.

Another example of Indian government support for the renewable industry came in early April when it stressed the "must-run" status of wind and solar projects and called on distribution companies to make timely payments to power generators.

The Ministry of New and Renewable Energy also extended the timelines for renewable energy projects to be completed for the period of the lockdown and the following 30 days. This will safeguard renewable energy developers from penalties arising due to delays from their committed schedules.

The ministry has also written to various states in recent weeks to give a "major push" to domestic renewable manufacturing capacity. Increased domestic supply will strengthen the renewable energy program by strengthening supply chains and political weight for the industry, as long as it does not give rise to excessive protectionism.

Blue-Sky Thinking

Over the past year, CO2 emissions as well as air pollution levels have declined. More recently, the sight of blue skies during the national lockdown across the country has created a sense of optimism among the public as well as policymakers that the air in India can be cleaned, if appropriate steps are taken.

Since many of the major sources of pollution – transport, power stations and industry – are also responsible for significant shares of the country's CO2 output, any strengthening of air quality standards – or their implementation – would have knock-on effects on emissions.

Earlier last year, in response to building public pressure, the environmental ministry announced India's first-ever National Clean Air Programme. This aims to reduce particulate matter pollution levels across 102 cities by 20-30% by 2024.

The program also pointed out that India's national ambient air quality standards (NAAQS), dating back to 2009, need revision. The standards are much weaker than the World Health Organization guidelines and there is more evidence of health impacts of air pollution being reported even at low concentrations of pollutants.

The recent experience of cleaner air and the drastic drop in pollution levels due to coronavirus lockdowns have started these conversations to strengthen the NAAQS among public, research institutes and civil society organizations. As a result, any return of India's poor air quality and smog can be expected to trigger a stronger public response.

Power-Sector Bailouts

As demand for thermal power generation plummets, so too do the earnings of India's electricity industry. In this way, the coronavirus crisis has brought the long-brewing financial woes of the country's power sector to a head.

The Indian government is working to finalize an economic relief package for the sector, initially pegged at INR 70,000 crore ($9bn) and now reportedly worth INR 90,000 crore ($12bn).

The sector was already struggling before the coronavirus crisis, making it a major source of bad loans and financial distress.

The reasons behind the chronic financial losses of the power industry and dependence on government bailouts are easy enough to see. Discounted electricity tariffs are offered for agricultural and domestic consumers, with farmers even being provided with electricity for free, and losses covered from industrial and commercial consumers and state budgets. There are major losses in transmission and theft of power. Distribution companies have committed to purchasing excessive amounts of power as a part of a push to expand thermal power generation, leading to the country's coal power overcapacity issue.

If the forthcoming government bailout allows these structural problems to persist then it could mean old coal power stations are able to continue operating, entrenching the country's dependence on fossil-fired generation. On the other hand, the bailout could be conditioned on reforms and restructuring, facilitating the achievement of national clean-energy goals.

There are already calls for a green recovery package in India. These questions — re-invigorating the renewable energy program, mitigating the rebound of air pollution and addressing the structural problems of the thermal power sector — will be at the heart of determining the outcome.

Reposted with permission from Carbon Brief.

A net-casting ogre-faced spider. CBG Photography Group, Centre for Biodiversity Genomics / CC BY-SA 3.0

Just in time for Halloween, scientists at Cornell University have published some frightening research, especially if you're an insect!

The ghoulishly named ogre-faced spider can "hear" with its legs and use that ability to catch insects flying behind it, the study published in Current Biology Thursday concluded.

"Spiders are sensitive to airborne sound," Cornell professor emeritus Dr. Charles Walcott, who was not involved with the study, told the Cornell Chronicle. "That's the big message really."

The net-casting, ogre-faced spider (Deinopis spinosa) has a unique hunting strategy, as study coauthor Cornell University postdoctoral researcher Jay Stafstrom explained in a video.

They hunt only at night using a special kind of web: an A-shaped frame made from non-sticky silk that supports a fuzzy rectangle that they hold with their front forelegs and use to trap prey.

They do this in two ways. In a maneuver called a "forward strike," they pounce down on prey moving beneath them on the ground. This is enabled by their large eyes — the biggest of any spider. These eyes give them 2,000 times the night vision that we have, Science explained.

But the spiders can also perform a move called the "backward strike," Stafstrom explained, in which they reach their legs behind them and catch insects flying through the air.

"So here comes a flying bug and somehow the spider gets information on the sound direction and its distance. The spiders time the 200-millisecond leap if the fly is within its capture zone – much like an over-the-shoulder catch. The spider gets its prey. They're accurate," coauthor Ronald Hoy, the D & D Joslovitz Merksamer Professor in the Department of Neurobiology and Behavior in the College of Arts and Sciences, told the Cornell Chronicle.

What the researchers wanted to understand was how the spiders could tell what was moving behind them when they have no ears.

It isn't a question of peripheral vision. In a 2016 study, the same team blindfolded the spiders and sent them out to hunt, Science explained. This prevented the spiders from making their forward strikes, but they were still able to catch prey using the backwards strike. The researchers thought the spiders were "hearing" their prey with the sensors on the tips of their legs. All spiders have these sensors, but scientists had previously thought they were only able to detect vibrations through surfaces, not sounds in the air.

To test how well the ogre-faced spiders could actually hear, the researchers conducted a two-part experiment.

First, they inserted electrodes into removed spider legs and into the brains of intact spiders. They put the spiders and the legs into a vibration-proof booth and played sounds from two meters (approximately 6.5 feet) away. The spiders and the legs responded to sounds from 100 hertz to 10,000 hertz.

Next, they played the five sounds that had triggered the biggest response to 25 spiders in the wild and 51 spiders in the lab. More than half the spiders did the "backward strike" move when they heard sounds that have a lower frequency similar to insect wing beats. When the higher frequency sounds were played, the spiders did not move. This suggests the higher frequencies may mimic the sounds of predators like birds.

University of Cincinnati spider behavioral ecologist George Uetz told Science that the results were a "surprise" that indicated science has much to learn about spiders as a whole. Because all spiders have these receptors on their legs, it is possible that all spiders can hear. This theory was first put forward by Walcott 60 years ago, but was dismissed at the time, according to the Cornell Chronicle. But studies of other spiders have turned up further evidence since. A 2016 study found that a kind of jumping spider can pick up sonic vibrations in the air.

"We don't know diddly about spiders," Uetz told Science. "They are much more complex than people ever thought they were."

Learning more provides scientists with an opportunity to study their sensory abilities in order to improve technology like bio-sensors, directional microphones and visual processing algorithms, Stafstrom told CNN.

Hoy agreed.

"The point is any understudied, underappreciated group has fascinating lives, even a yucky spider, and we can learn something from it," he told CNN.

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